Output+Encoder Space,Output Space,Encoder,Distill Method,Rank,N,Dataset,Classifier,Cluster Center,Regret
Decoded,decoded,MLP,Agglo,3,10,Adult,GaussianNB,centroid,0.0407986582481748
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Adult,GaussianNB,centroid,0.0005603066328441
Encoded,encoded,MLP,Agglo,1,10,Adult,GaussianNB,centroid,-0.059678072241035
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,GaussianNB,centroid,-0.092385317369484
Original,original,,Agglo,4,10,Adult,GaussianNB,centroid,0.0587846374552107
Decoded,decoded,GNN,Agglo,4,10,Adult,GaussianNB,centroid,0.1841648493703382
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Adult,GaussianNB,centroid,0.1332542022459465
Encoded,encoded,GNN,Agglo,1,10,Adult,GaussianNB,centroid,-0.0395053835991483
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,GaussianNB,centroid,-0.0883251566057398
Original,original,,Agglo,2,10,Adult,GaussianNB,centroid,0.0587846374552107
Decoded,decoded,MLP,Agglo,2,10,Adult,GaussianNB,closest,0.0237548922817491
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Adult,GaussianNB,closest,-0.018400165674587
Encoded,encoded,MLP,Agglo,3,10,Adult,GaussianNB,closest,0.0687030906387617
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,GaussianNB,closest,-0.0692073020486018
Original,original,,Agglo,4,10,Adult,GaussianNB,closest,0.0831297490398714
Decoded,decoded,GNN,Agglo,3,10,Adult,GaussianNB,closest,0.0698670306495835
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Adult,GaussianNB,closest,-0.0081489430031645
Encoded,encoded,GNN,Agglo,2,10,Adult,GaussianNB,closest,0.0375212482177034
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,GaussianNB,closest,-0.0811770327219503
Original,original,,Agglo,4,10,Adult,GaussianNB,closest,0.0831297490398714
Decoded,decoded,MLP,KIP,3,10,Adult,GaussianNB,centroid,0.08302144652364203
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Adult,GaussianNB,centroid,0.052530493528210875
Encoded,encoded,MLP,KIP,2,10,Adult,GaussianNB,centroid,0.0716425233639832
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Adult,GaussianNB,centroid,-0.07226737536979257
Original,original,,KIP,4,10,Adult,GaussianNB,centroid,0.18214913711272154
Decoded,decoded,GNN,KIP,2,10,Adult,GaussianNB,centroid,0.14033393586680493
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Adult,GaussianNB,centroid,0.15487208173030953
Encoded,encoded,GNN,KIP,1,10,Adult,GaussianNB,centroid,0.06638597057038013
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Adult,GaussianNB,centroid,-0.030649253427816176
Original,original,,KIP,4,10,Adult,GaussianNB,centroid,0.18214913711272154
Decoded,decoded,MLP,KMeans,2,10,Adult,GaussianNB,centroid,0.018997127881542425
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Adult,GaussianNB,centroid,0.026644140584958398
Encoded,encoded,MLP,KMeans,1,10,Adult,GaussianNB,centroid,-0.056391308224528
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,GaussianNB,centroid,-0.1087300019991992
Original,original,,KMeans,4,10,Adult,GaussianNB,centroid,0.04213458535193046
Decoded,decoded,GNN,KMeans,4,10,Adult,GaussianNB,centroid,0.14839761700032444
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Adult,GaussianNB,centroid,0.053584395083676926
Encoded,encoded,GNN,KMeans,1,10,Adult,GaussianNB,centroid,-0.0206843889791967
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,GaussianNB,centroid,-0.10896148446036782
Original,original,,KMeans,2,10,Adult,GaussianNB,centroid,0.04213458535193046
Decoded,decoded,MLP,KMeans,3,10,Adult,GaussianNB,closest,0.07049215524087551
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Adult,GaussianNB,closest,-0.0065166150535619
Encoded,encoded,MLP,KMeans,1,10,Adult,GaussianNB,closest,-0.007425314626413321
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,GaussianNB,closest,-0.09618974991071019
Original,original,,KMeans,4,10,Adult,GaussianNB,closest,0.09315324806046459
Decoded,decoded,GNN,KMeans,3,10,Adult,GaussianNB,closest,0.06950236866024453
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Adult,GaussianNB,closest,-0.024279719762038538
Encoded,encoded,GNN,KMeans,2,10,Adult,GaussianNB,closest,0.02438278576768064
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,GaussianNB,closest,-0.10016830718891838
Original,original,,KMeans,4,10,Adult,GaussianNB,closest,0.09315324806046459
Decoded,decoded,MLP,Agglo,4,10,Adult,KNeighborsClassifier,centroid,0.0521591203545071
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Adult,KNeighborsClassifier,centroid,0.0357071912553961
Encoded,encoded,MLP,Agglo,1,10,Adult,KNeighborsClassifier,centroid,-0.0259192883605916
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,KNeighborsClassifier,centroid,-0.0350815616766494
Original,original,,Agglo,2,10,Adult,KNeighborsClassifier,centroid,-0.0161951145299419
Decoded,decoded,GNN,Agglo,4,10,Adult,KNeighborsClassifier,centroid,0.1080752046347028
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Adult,KNeighborsClassifier,centroid,0.0400255133206625
Encoded,encoded,GNN,Agglo,2,10,Adult,KNeighborsClassifier,centroid,0.0070238920261515
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,KNeighborsClassifier,centroid,-0.0600370496372121
Original,original,,Agglo,1,10,Adult,KNeighborsClassifier,centroid,-0.0161951145299419
Decoded,decoded,MLP,Agglo,4,10,Adult,KNeighborsClassifier,closest,0.0419484361362234
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Adult,KNeighborsClassifier,closest,0.0275596337938141
Encoded,encoded,MLP,Agglo,1,10,Adult,KNeighborsClassifier,closest,0.0040266599014422
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,KNeighborsClassifier,closest,-0.025020301774746
Original,original,,Agglo,3,10,Adult,KNeighborsClassifier,closest,0.0412464672742441
Decoded,decoded,GNN,Agglo,4,10,Adult,KNeighborsClassifier,closest,0.0998153077483286
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Adult,KNeighborsClassifier,closest,0.0532798027273597
Encoded,encoded,GNN,Agglo,3,10,Adult,KNeighborsClassifier,closest,0.0706038030522423
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,KNeighborsClassifier,closest,-0.0467084548535852
Original,original,,Agglo,1,10,Adult,KNeighborsClassifier,closest,0.0412464672742441
Decoded,decoded,MLP,KIP,3,10,Adult,KNeighborsClassifier,centroid,0.15462799785924566
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Adult,KNeighborsClassifier,centroid,0.11335347623739796
Encoded,encoded,MLP,KIP,2,10,Adult,KNeighborsClassifier,centroid,0.12133441609465304
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Adult,KNeighborsClassifier,centroid,0.036831805847100885
Original,original,,KIP,4,10,Adult,KNeighborsClassifier,centroid,0.24063564453338185
Decoded,decoded,GNN,KIP,1,10,Adult,KNeighborsClassifier,centroid,0.11421368300973649
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Adult,KNeighborsClassifier,centroid,0.1517500611188843
Encoded,encoded,GNN,KIP,2,10,Adult,KNeighborsClassifier,centroid,0.1433229635750431
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Adult,KNeighborsClassifier,centroid,0.028061045934960217
Original,original,,KIP,4,10,Adult,KNeighborsClassifier,centroid,0.24063564453338185
Decoded,decoded,MLP,KMeans,4,10,Adult,KNeighborsClassifier,centroid,0.11997732601253608
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Adult,KNeighborsClassifier,centroid,0.05537441435362922
Encoded,encoded,MLP,KMeans,1,10,Adult,KNeighborsClassifier,centroid,-0.0038594321252247003
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,KNeighborsClassifier,centroid,-0.06275876881414182
Original,original,,KMeans,2,10,Adult,KNeighborsClassifier,centroid,0.049401672223524595
Decoded,decoded,GNN,KMeans,2,10,Adult,KNeighborsClassifier,centroid,0.018035121765224538
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Adult,KNeighborsClassifier,centroid,0.06286609127005371
Encoded,encoded,GNN,KMeans,1,10,Adult,KNeighborsClassifier,centroid,0.00806734019699866
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,KNeighborsClassifier,centroid,-0.06413336404983831
Original,original,,KMeans,3,10,Adult,KNeighborsClassifier,centroid,0.049401672223524595
Decoded,decoded,MLP,KMeans,4,10,Adult,KNeighborsClassifier,closest,0.057914559935218615
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Adult,KNeighborsClassifier,closest,0.049106877843994125
Encoded,encoded,MLP,KMeans,1,10,Adult,KNeighborsClassifier,closest,0.0140472281179139
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,KNeighborsClassifier,closest,-0.05288245879204142
Original,original,,KMeans,3,10,Adult,KNeighborsClassifier,closest,0.055740070028749825
Decoded,decoded,GNN,KMeans,1,10,Adult,KNeighborsClassifier,closest,0.02646651763105226
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Adult,KNeighborsClassifier,closest,0.03316655753629388
Encoded,encoded,GNN,KMeans,3,10,Adult,KNeighborsClassifier,closest,0.04280091406461108
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,KNeighborsClassifier,closest,-0.04873810351254262
Original,original,,KMeans,4,10,Adult,KNeighborsClassifier,closest,0.055740070028749825
Decoded,decoded,MLP,Agglo,3,10,Adult,LogisticRegression,centroid,0.1337063929958045
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Adult,LogisticRegression,centroid,0.1478761622170316
Encoded,encoded,MLP,Agglo,2,10,Adult,LogisticRegression,centroid,0.1166684374210123
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Adult,LogisticRegression,centroid,0.0549225134703368
Original,original,,Agglo,0,10,Adult,LogisticRegression,centroid,0.0446679474604426
Decoded,decoded,GNN,Agglo,4,10,Adult,LogisticRegression,centroid,0.1503606332615882
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Adult,LogisticRegression,centroid,0.0820580634395618
Encoded,encoded,GNN,Agglo,2,10,Adult,LogisticRegression,centroid,0.0763520020634111
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,LogisticRegression,centroid,0.0266770210671218
Original,original,,Agglo,1,10,Adult,LogisticRegression,centroid,0.0446679474604426
Decoded,decoded,MLP,Agglo,2,10,Adult,LogisticRegression,closest,0.1008784124132307
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Adult,LogisticRegression,closest,0.0862084751103826
Encoded,encoded,MLP,Agglo,3,10,Adult,LogisticRegression,closest,0.1202033485742689
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,LogisticRegression,closest,0.0728154726460778
Original,original,,Agglo,4,10,Adult,LogisticRegression,closest,0.1786455241709836
Decoded,decoded,GNN,Agglo,2,10,Adult,LogisticRegression,closest,0.1085159964470388
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Adult,LogisticRegression,closest,0.1043919749288569
Encoded,encoded,GNN,Agglo,3,10,Adult,LogisticRegression,closest,0.1407856759230749
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,LogisticRegression,closest,0.0543846273875385
Original,original,,Agglo,4,10,Adult,LogisticRegression,closest,0.1786455241709836
Decoded,decoded,MLP,KIP,3,10,Adult,LogisticRegression,centroid,0.17710887039627984
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Adult,LogisticRegression,centroid,0.15227553759199433
Encoded,encoded,MLP,KIP,4,10,Adult,LogisticRegression,centroid,0.1824647518743699
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Adult,LogisticRegression,centroid,0.04977340879672162
Original,original,,KIP,1,10,Adult,LogisticRegression,centroid,0.13716620424770656
Decoded,decoded,GNN,KIP,3,10,Adult,LogisticRegression,centroid,0.19103367178081676
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Adult,LogisticRegression,centroid,0.22259670512720206
Encoded,encoded,GNN,KIP,2,10,Adult,LogisticRegression,centroid,0.17966068612280664
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Adult,LogisticRegression,centroid,0.06894531941700913
Original,original,,KIP,1,10,Adult,LogisticRegression,centroid,0.13716620424770656
Decoded,decoded,MLP,KMeans,3,10,Adult,LogisticRegression,centroid,0.1104243281356558
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Adult,LogisticRegression,centroid,0.11262648678790073
Encoded,encoded,MLP,KMeans,2,10,Adult,LogisticRegression,centroid,0.10273359035101323
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,LogisticRegression,centroid,0.03390752454828798
Original,original,,KMeans,1,10,Adult,LogisticRegression,centroid,0.04233218243636994
Decoded,decoded,GNN,KMeans,3,10,Adult,LogisticRegression,centroid,0.13021346957125152
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Adult,LogisticRegression,centroid,0.1352597273386856
Encoded,encoded,GNN,KMeans,2,10,Adult,LogisticRegression,centroid,0.06046326294693723
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,LogisticRegression,centroid,0.01354257985775326
Original,original,,KMeans,1,10,Adult,LogisticRegression,centroid,0.04233218243636994
Decoded,decoded,MLP,KMeans,3,10,Adult,LogisticRegression,closest,0.12461833397348113
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Adult,LogisticRegression,closest,0.12313712441568991
Encoded,encoded,MLP,KMeans,1,10,Adult,LogisticRegression,closest,0.11987505258580237
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,LogisticRegression,closest,0.04374823819278737
Original,original,,KMeans,4,10,Adult,LogisticRegression,closest,0.131003842194605
Decoded,decoded,GNN,KMeans,4,10,Adult,LogisticRegression,closest,0.13179623142396216
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Adult,LogisticRegression,closest,0.09761066421088864
Encoded,encoded,GNN,KMeans,2,10,Adult,LogisticRegression,closest,0.11240030326268795
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,LogisticRegression,closest,0.05147706742416358
Original,original,,KMeans,3,10,Adult,LogisticRegression,closest,0.131003842194605
Decoded,decoded,MLP,Agglo,4,10,Adult,MLPClassifier,centroid,0.1145799911275001
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Adult,MLPClassifier,centroid,0.0524215444570741
Encoded,encoded,MLP,Agglo,3,10,Adult,MLPClassifier,centroid,0.0573272871126907
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,MLPClassifier,centroid,-0.0027119097192608
Original,original,,Agglo,1,10,Adult,MLPClassifier,centroid,0.0132633171371146
Decoded,decoded,GNN,Agglo,3,10,Adult,MLPClassifier,centroid,0.1032424410916629
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Adult,MLPClassifier,centroid,0.1054600408250544
Encoded,encoded,GNN,Agglo,2,10,Adult,MLPClassifier,centroid,0.0221307616345856
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,MLPClassifier,centroid,-0.0076833721644717
Original,original,,Agglo,1,10,Adult,MLPClassifier,centroid,0.0132633171371146
Decoded,decoded,MLP,Agglo,3,10,Adult,MLPClassifier,closest,0.0619273441136111
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Adult,MLPClassifier,closest,0.0412252821207441
Encoded,encoded,MLP,Agglo,2,10,Adult,MLPClassifier,closest,0.0558553213957044
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,MLPClassifier,closest,0.0082119536090504
Original,original,,Agglo,4,10,Adult,MLPClassifier,closest,0.1123843198753516
Decoded,decoded,GNN,Agglo,1,10,Adult,MLPClassifier,closest,0.0714961717401885
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Adult,MLPClassifier,closest,0.0786902236330859
Encoded,encoded,GNN,Agglo,4,10,Adult,MLPClassifier,closest,0.1172819870723069
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,MLPClassifier,closest,0.0231486633507389
Original,original,,Agglo,3,10,Adult,MLPClassifier,closest,0.1123843198753516
Decoded,decoded,MLP,KIP,4,10,Adult,MLPClassifier,centroid,0.12294125537141105
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Adult,MLPClassifier,centroid,0.09759506932190369
Encoded,encoded,MLP,KIP,3,10,Adult,MLPClassifier,centroid,0.09961933075719634
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Adult,MLPClassifier,centroid,-0.012944710748560202
Original,original,,KIP,1,10,Adult,MLPClassifier,centroid,0.06569463092954504
Decoded,decoded,GNN,KIP,3,10,Adult,MLPClassifier,centroid,0.13731873631808847
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Adult,MLPClassifier,centroid,0.17437578181765173
Encoded,encoded,GNN,KIP,2,10,Adult,MLPClassifier,centroid,0.1104193047318971
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Adult,MLPClassifier,centroid,0.00274681145767086
Original,original,,KIP,1,10,Adult,MLPClassifier,centroid,0.06569463092954504
Decoded,decoded,MLP,KMeans,4,10,Adult,MLPClassifier,centroid,0.10676538947707333
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Adult,MLPClassifier,centroid,0.06924163499018762
Encoded,encoded,MLP,KMeans,2,10,Adult,MLPClassifier,centroid,0.03177150680114468
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,MLPClassifier,centroid,-0.015284807967890859
Original,original,,KMeans,1,10,Adult,MLPClassifier,centroid,0.008065308532089721
Decoded,decoded,GNN,KMeans,3,10,Adult,MLPClassifier,centroid,0.057596876123711484
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Adult,MLPClassifier,centroid,0.11914508073587515
Encoded,encoded,GNN,KMeans,2,10,Adult,MLPClassifier,centroid,0.014864516454337858
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,MLPClassifier,centroid,-0.03170573448824198
Original,original,,KMeans,1,10,Adult,MLPClassifier,centroid,0.008065308532089721
Decoded,decoded,MLP,KMeans,2,10,Adult,MLPClassifier,closest,0.07556928864991655
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Adult,MLPClassifier,closest,0.07711747881817037
Encoded,encoded,MLP,KMeans,1,10,Adult,MLPClassifier,closest,0.05429602254773096
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,MLPClassifier,closest,-0.005876242085968368
Original,original,,KMeans,4,10,Adult,MLPClassifier,closest,0.08657089960543837
Decoded,decoded,GNN,KMeans,2,10,Adult,MLPClassifier,closest,0.0739491152875457
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Adult,MLPClassifier,closest,0.04380992786383172
Encoded,encoded,GNN,KMeans,3,10,Adult,MLPClassifier,closest,0.07499228071502345
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,MLPClassifier,closest,0.008207239642124579
Original,original,,KMeans,4,10,Adult,MLPClassifier,closest,0.08657089960543837
Decoded,decoded,MLP,Agglo,1,10,Adult,XGBClassifier,centroid,0.1292090109658941
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Adult,XGBClassifier,centroid,0.3100869432899865
Encoded,encoded,MLP,Agglo,2,10,Adult,XGBClassifier,centroid,0.1898345795012924
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,XGBClassifier,centroid,0.094208782111925
Original,original,,Agglo,3,10,Adult,XGBClassifier,centroid,0.2782478091400335
Decoded,decoded,GNN,Agglo,1,10,Adult,XGBClassifier,centroid,0.0977546546017683
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Adult,XGBClassifier,centroid,0.0994741208597513
Encoded,encoded,GNN,Agglo,3,10,Adult,XGBClassifier,centroid,0.1690532447703838
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,XGBClassifier,centroid,0.0915950576029987
Original,original,,Agglo,4,10,Adult,XGBClassifier,centroid,0.2782478091400335
Decoded,decoded,MLP,Agglo,1,10,Adult,XGBClassifier,closest,0.1558230604171447
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Adult,XGBClassifier,closest,0.1998651731848622
Encoded,encoded,MLP,Agglo,2,10,Adult,XGBClassifier,closest,0.1740314703003625
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Adult,XGBClassifier,closest,0.1483824268038618
Original,original,,Agglo,4,10,Adult,XGBClassifier,closest,0.341946689453045
Decoded,decoded,GNN,Agglo,2,10,Adult,XGBClassifier,closest,0.1558430661945708
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Adult,XGBClassifier,closest,0.14399261362448
Encoded,encoded,GNN,Agglo,3,10,Adult,XGBClassifier,closest,0.2038286814343659
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Adult,XGBClassifier,closest,0.1262176622521595
Original,original,,Agglo,4,10,Adult,XGBClassifier,closest,0.341946689453045
Decoded,decoded,MLP,KIP,1,10,Adult,XGBClassifier,centroid,0.18450704097274154
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Adult,XGBClassifier,centroid,0.22501378125258603
Encoded,encoded,MLP,KIP,4,10,Adult,XGBClassifier,centroid,0.3345666309088655
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Adult,XGBClassifier,centroid,0.10382327987446072
Original,original,,KIP,3,10,Adult,XGBClassifier,centroid,0.28504366260923225
Decoded,decoded,GNN,KIP,1,10,Adult,XGBClassifier,centroid,0.23441255611090112
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Adult,XGBClassifier,centroid,0.3097327682812642
Encoded,encoded,GNN,KIP,2,10,Adult,XGBClassifier,centroid,0.2721683443733902
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Adult,XGBClassifier,centroid,0.149806716909459
Original,original,,KIP,3,10,Adult,XGBClassifier,centroid,0.28504366260923225
Decoded,decoded,MLP,KMeans,2,10,Adult,XGBClassifier,centroid,0.16732007758604228
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Adult,XGBClassifier,centroid,0.11847246795817093
Encoded,encoded,MLP,KMeans,3,10,Adult,XGBClassifier,centroid,0.17596381015487197
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,XGBClassifier,centroid,0.09217823207732415
Original,original,,KMeans,4,10,Adult,XGBClassifier,centroid,0.31682224593950925
Decoded,decoded,GNN,KMeans,1,10,Adult,XGBClassifier,centroid,0.12505116780694542
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Adult,XGBClassifier,centroid,0.18764401962142402
Encoded,encoded,GNN,KMeans,2,10,Adult,XGBClassifier,centroid,0.1776552319503178
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,XGBClassifier,centroid,0.09170296755396334
Original,original,,KMeans,4,10,Adult,XGBClassifier,centroid,0.31682224593950925
Decoded,decoded,MLP,KMeans,1,10,Adult,XGBClassifier,closest,0.1959483693321132
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Adult,XGBClassifier,closest,0.24381231307101725
Encoded,encoded,MLP,KMeans,2,10,Adult,XGBClassifier,closest,0.2393122498709476
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Adult,XGBClassifier,closest,0.12324835626773431
Original,original,,KMeans,4,10,Adult,XGBClassifier,closest,0.31695869746626826
Decoded,decoded,GNN,KMeans,1,10,Adult,XGBClassifier,closest,0.1329697091311521
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Adult,XGBClassifier,closest,0.2126522962540395
Encoded,encoded,GNN,KMeans,3,10,Adult,XGBClassifier,closest,0.23679581406387967
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Adult,XGBClassifier,closest,0.09422136756463309
Original,original,,KMeans,4,10,Adult,XGBClassifier,closest,0.31695869746626826
Decoded,decoded,MLP,Agglo,2,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0136618105246001
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0017542940549003
Encoded,encoded,MLP,Agglo,4,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0336895765391727
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0183527826407108
Original,original,,Agglo,0,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.0458830480331679
Decoded,decoded,GNN,Agglo,4,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0377526117953171
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.0334603759471806
Encoded,encoded,GNN,Agglo,3,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.0252178860865783
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.0305491646184139
Original,original,,Agglo,0,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.0458830480331679
Decoded,decoded,MLP,Agglo,0,10,AmazonEmployeeAccess,GaussianNB,closest,-0.0768535051682915
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,GaussianNB,closest,0.0245535681802635
Encoded,encoded,MLP,Agglo,4,10,AmazonEmployeeAccess,GaussianNB,closest,0.0518764616085369
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,AmazonEmployeeAccess,GaussianNB,closest,-0.0082082916770354
Original,original,,Agglo,1,10,AmazonEmployeeAccess,GaussianNB,closest,-0.0634208952356838
Decoded,decoded,GNN,Agglo,4,10,AmazonEmployeeAccess,GaussianNB,closest,0.0686670421190648
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,GaussianNB,closest,-0.0221560572259307
Encoded,encoded,GNN,Agglo,3,10,AmazonEmployeeAccess,GaussianNB,closest,-0.0094488853575021
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,GaussianNB,closest,-0.01722569782485
Original,original,,Agglo,0,10,AmazonEmployeeAccess,GaussianNB,closest,-0.0634208952356838
Decoded,decoded,MLP,KIP,2,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0251624413719437
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,AmazonEmployeeAccess,GaussianNB,centroid,0.02540051893924496
Encoded,encoded,MLP,KIP,0,10,AmazonEmployeeAccess,GaussianNB,centroid,0.005697853954837901
Encoded-FT,encoded,MLP-MultiHead,KIP,4,10,AmazonEmployeeAccess,GaussianNB,centroid,0.03464770777579366
Original,original,,KIP,1,10,AmazonEmployeeAccess,GaussianNB,centroid,0.00977136695233046
Decoded,decoded,GNN,KIP,4,10,AmazonEmployeeAccess,GaussianNB,centroid,0.043375666318863734
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,AmazonEmployeeAccess,GaussianNB,centroid,0.0111112081272346
Encoded,encoded,GNN,KIP,2,10,AmazonEmployeeAccess,GaussianNB,centroid,0.01225240878907852
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,AmazonEmployeeAccess,GaussianNB,centroid,0.02456128096208936
Original,original,,KIP,0,10,AmazonEmployeeAccess,GaussianNB,centroid,0.00977136695233046
Decoded,decoded,MLP,KMeans,3,10,AmazonEmployeeAccess,GaussianNB,centroid,0.02089639987717744
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.024157596871812216
Encoded,encoded,MLP,KMeans,4,10,AmazonEmployeeAccess,GaussianNB,centroid,0.02511922068888226
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.02298423536499648
Original,original,,KMeans,0,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.031408484933153534
Decoded,decoded,GNN,KMeans,1,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.036407677273924674
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.00759185122771488
Encoded,encoded,GNN,KMeans,3,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.030720010012064
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.04037437551933956
Original,original,,KMeans,2,10,AmazonEmployeeAccess,GaussianNB,centroid,-0.031408484933153534
Decoded,decoded,MLP,KMeans,2,10,AmazonEmployeeAccess,GaussianNB,closest,-0.025577767397052597
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,AmazonEmployeeAccess,GaussianNB,closest,-0.05535769117148433
Encoded,encoded,MLP,KMeans,4,10,AmazonEmployeeAccess,GaussianNB,closest,0.029817614538448077
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,AmazonEmployeeAccess,GaussianNB,closest,-0.00558507271115932
Original,original,,KMeans,1,10,AmazonEmployeeAccess,GaussianNB,closest,-0.03711594348422742
Decoded,decoded,GNN,KMeans,2,10,AmazonEmployeeAccess,GaussianNB,closest,-0.020267880920469737
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,AmazonEmployeeAccess,GaussianNB,closest,0.003111307083680599
Encoded,encoded,GNN,KMeans,1,10,AmazonEmployeeAccess,GaussianNB,closest,-0.020352284947996978
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,AmazonEmployeeAccess,GaussianNB,closest,-0.01628619368395942
Original,original,,KMeans,0,10,AmazonEmployeeAccess,GaussianNB,closest,-0.03711594348422742
Decoded,decoded,MLP,Agglo,3,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1395569021018747
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1514795177680996
Encoded,encoded,MLP,Agglo,1,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1129817585053337
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1243148393612322
Original,original,,Agglo,0,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.085676323928549
Decoded,decoded,GNN,Agglo,4,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1780956889478004
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1713059395316544
Encoded,encoded,GNN,Agglo,1,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1438345010414695
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1741848134822949
Original,original,,Agglo,0,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.085676323928549
Decoded,decoded,MLP,Agglo,0,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1123530896926087
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1437013191945971
Encoded,encoded,MLP,Agglo,1,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1309183866691915
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1647434198068548
Original,original,,Agglo,4,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1838553304298428
Decoded,decoded,GNN,Agglo,0,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1216190115508426
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1588057817332577
Encoded,encoded,GNN,Agglo,4,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.216099854825475
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1823227924004293
Original,original,,Agglo,3,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1838553304298428
Decoded,decoded,MLP,KIP,3,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14568389825159384
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12398220034084459
Encoded,encoded,MLP,KIP,2,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1313568137347725
Encoded-FT,encoded,MLP-MultiHead,KIP,4,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1692530455090577
Original,original,,KIP,1,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1258475036293632
Decoded,decoded,GNN,KIP,1,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1252800605945844
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13963239285488863
Encoded,encoded,GNN,KIP,4,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14882282396010862
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11217660796566313
Original,original,,KIP,2,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1258475036293632
Decoded,decoded,MLP,KMeans,4,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.15613621157609048
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12602587893707004
Encoded,encoded,MLP,KMeans,1,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1497943571293316
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1500984661995835
Original,original,,KMeans,3,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.15356889478002902
Decoded,decoded,GNN,KMeans,3,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1368139872498896
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12493138925708518
Encoded,encoded,GNN,KMeans,2,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12875276147194353
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11574449283595276
Original,original,,KMeans,4,10,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.15356889478002902
Decoded,decoded,MLP,KMeans,0,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.13334961812787988
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.13530316227987124
Encoded,encoded,MLP,KMeans,2,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.14300372404216383
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.15716026005175793
Original,original,,KMeans,4,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1577707504891751
Decoded,decoded,GNN,KMeans,0,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10930505586063248
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.12779410465189683
Encoded,encoded,GNN,KMeans,3,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.14876197689831475
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1276580193145238
Original,original,,KMeans,4,10,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1577707504891751
Decoded,decoded,MLP,Agglo,4,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.1424981014602628
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.1308379697728202
Encoded,encoded,MLP,Agglo,2,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.082093560804687
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.054748201576698
Original,original,,Agglo,0,10,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0081472743100906
Decoded,decoded,GNN,Agglo,3,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.1079501072060201
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.1122198256728557
Encoded,encoded,GNN,Agglo,2,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.0883732723927093
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.0805906965485217
Original,original,,Agglo,0,10,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0081472743100906
Decoded,decoded,MLP,Agglo,1,10,AmazonEmployeeAccess,LogisticRegression,closest,0.1052662841697233
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,LogisticRegression,closest,0.1577324058538255
Encoded,encoded,MLP,Agglo,2,10,AmazonEmployeeAccess,LogisticRegression,closest,0.110715684014008
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,AmazonEmployeeAccess,LogisticRegression,closest,0.2260249080749095
Original,original,,Agglo,0,10,AmazonEmployeeAccess,LogisticRegression,closest,0.0287089865917427
Decoded,decoded,GNN,Agglo,3,10,AmazonEmployeeAccess,LogisticRegression,closest,0.1404919405471243
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,LogisticRegression,closest,0.1030672354515013
Encoded,encoded,GNN,Agglo,4,10,AmazonEmployeeAccess,LogisticRegression,closest,0.169193262722771
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,LogisticRegression,closest,0.0911522619288653
Original,original,,Agglo,0,10,AmazonEmployeeAccess,LogisticRegression,closest,0.0287089865917427
Decoded,decoded,MLP,KIP,1,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.11370352888878102
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.10962644274649236
Encoded,encoded,MLP,KIP,3,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.140478400078688
Encoded-FT,encoded,MLP-MultiHead,KIP,4,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.14630348405194676
Original,original,,KIP,2,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.12009373580885455
Decoded,decoded,GNN,KIP,0,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.11739496716117048
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.12113852346301301
Encoded,encoded,GNN,KIP,3,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.12587015073990354
Encoded-FT,encoded,GNN-MultiHead,KIP,4,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.12907234378482915
Original,original,,KIP,1,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.12009373580885455
Decoded,decoded,MLP,KMeans,4,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.13457054041159186
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.0912989077568361
Encoded,encoded,MLP,KMeans,3,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.09768362184537423
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.05207651386588669
Original,original,,KMeans,0,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.000552859881060979
Decoded,decoded,GNN,KMeans,2,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.0797582132202235
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.12094857368409959
Encoded,encoded,GNN,KMeans,1,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.056163691489368436
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.08546986383526098
Original,original,,KMeans,0,10,AmazonEmployeeAccess,LogisticRegression,centroid,0.000552859881060979
Decoded,decoded,MLP,KMeans,1,10,AmazonEmployeeAccess,LogisticRegression,closest,0.10208005865833118
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,AmazonEmployeeAccess,LogisticRegression,closest,0.1257979774883325
Encoded,encoded,MLP,KMeans,3,10,AmazonEmployeeAccess,LogisticRegression,closest,0.14379785868988293
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,10,AmazonEmployeeAccess,LogisticRegression,closest,0.14622045287757307
Original,original,,KMeans,0,10,AmazonEmployeeAccess,LogisticRegression,closest,0.07798607247855081
Decoded,decoded,GNN,KMeans,1,10,AmazonEmployeeAccess,LogisticRegression,closest,0.09320083261106855
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,AmazonEmployeeAccess,LogisticRegression,closest,0.11666199350185254
Encoded,encoded,GNN,KMeans,2,10,AmazonEmployeeAccess,LogisticRegression,closest,0.10274635189761358
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,AmazonEmployeeAccess,LogisticRegression,closest,0.11577739214410117
Original,original,,KMeans,0,10,AmazonEmployeeAccess,LogisticRegression,closest,0.07798607247855081
Decoded,decoded,MLP,Agglo,4,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0552831206700006
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0510412513753763
Encoded,encoded,MLP,Agglo,2,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0125929426181694
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0479646481258981
Original,original,,Agglo,0,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1063387327184685
Decoded,decoded,GNN,Agglo,3,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0601493373233208
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0710634488729264
Encoded,encoded,GNN,Agglo,1,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0195606044338918
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0255531081625381
Original,original,,Agglo,0,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1063387327184685
Decoded,decoded,MLP,Agglo,1,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0546464641629402
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0733078169246687
Encoded,encoded,MLP,Agglo,2,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0601937870257473
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,AmazonEmployeeAccess,MLPClassifier,closest,0.1432128381682071
Original,original,,Agglo,0,10,AmazonEmployeeAccess,MLPClassifier,closest,-0.0378376382300265
Decoded,decoded,GNN,Agglo,3,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0947927515528331
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,MLPClassifier,closest,0.037246799108544
Encoded,encoded,GNN,Agglo,4,10,AmazonEmployeeAccess,MLPClassifier,closest,0.1107707099711623
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0517175706938325
Original,original,,Agglo,0,10,AmazonEmployeeAccess,MLPClassifier,closest,-0.0378376382300265
Decoded,decoded,MLP,KIP,3,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.062143829663269444
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.06643178988010193
Encoded,encoded,MLP,KIP,1,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.05400666198463124
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0584876022941516
Original,original,,KIP,0,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.03366305894645984
Decoded,decoded,GNN,KIP,4,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.06254045777722764
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.059327086212591196
Encoded,encoded,GNN,KIP,2,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0469799162567605
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.04210604057779134
Original,original,,KIP,0,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.03366305894645984
Decoded,decoded,MLP,KMeans,4,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.08570860006004122
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0448344316968776
Encoded,encoded,MLP,KMeans,2,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0135012209991336
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0682763841466375
Original,original,,KMeans,0,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.13654620341414747
Decoded,decoded,GNN,KMeans,3,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.0051382488321695
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,AmazonEmployeeAccess,MLPClassifier,centroid,0.04245452624481384
Encoded,encoded,GNN,KMeans,1,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.034080886149267596
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0105991341197968
Original,original,,KMeans,0,10,AmazonEmployeeAccess,MLPClassifier,centroid,-0.13654620341414747
Decoded,decoded,MLP,KMeans,2,10,AmazonEmployeeAccess,MLPClassifier,closest,0.042582131082856245
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,AmazonEmployeeAccess,MLPClassifier,closest,0.02538625081804542
Encoded,encoded,MLP,KMeans,4,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0744878539478515
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,AmazonEmployeeAccess,MLPClassifier,closest,0.059434312571675064
Original,original,,KMeans,1,10,AmazonEmployeeAccess,MLPClassifier,closest,0.03406666224449106
Decoded,decoded,GNN,KMeans,2,10,AmazonEmployeeAccess,MLPClassifier,closest,0.0406831030268879
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,AmazonEmployeeAccess,MLPClassifier,closest,0.05817248809602772
Encoded,encoded,GNN,KMeans,3,10,AmazonEmployeeAccess,MLPClassifier,closest,0.05197948201735991
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,AmazonEmployeeAccess,MLPClassifier,closest,0.02037765834864568
Original,original,,KMeans,1,10,AmazonEmployeeAccess,MLPClassifier,closest,0.03406666224449106
Decoded,decoded,MLP,Agglo,3,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3729995588380707
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.4050251576393274
Encoded,encoded,MLP,Agglo,2,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3574424207619932
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3085342965368789
Original,original,,Agglo,1,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3490166082253882
Decoded,decoded,GNN,Agglo,3,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3679860957929886
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3659628359105811
Encoded,encoded,GNN,Agglo,4,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3732923990842087
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3371855770474097
Original,original,,Agglo,1,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3490166082253882
Decoded,decoded,MLP,Agglo,4,10,AmazonEmployeeAccess,XGBClassifier,closest,0.4063629051273665
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,AmazonEmployeeAccess,XGBClassifier,closest,0.391627240988507
Encoded,encoded,MLP,Agglo,2,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3832850970936557
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3676333564055952
Original,original,,Agglo,0,10,AmazonEmployeeAccess,XGBClassifier,closest,0.310695894912186
Decoded,decoded,GNN,Agglo,3,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3656790280746325
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,AmazonEmployeeAccess,XGBClassifier,closest,0.325397806360338
Encoded,encoded,GNN,Agglo,4,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3752229579146732
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3586622715275612
Original,original,,Agglo,0,10,AmazonEmployeeAccess,XGBClassifier,closest,0.310695894912186
Decoded,decoded,MLP,KIP,0,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3287248708840734
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.34959125966943283
Encoded,encoded,MLP,KIP,2,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.35867234979577245
Encoded-FT,encoded,MLP-MultiHead,KIP,4,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.36365862053228476
Original,original,,KIP,3,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.36042986666261007
Decoded,decoded,GNN,KIP,1,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.34003050102303933
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.33357575054574784
Encoded,encoded,GNN,KIP,2,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3563814453377551
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3580212556381256
Original,original,,KIP,4,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.36042986666261007
Decoded,decoded,MLP,KMeans,2,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3652757071901788
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3606527294992813
Encoded,encoded,MLP,KMeans,3,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3678293121677025
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3213082162606202
Original,original,,KMeans,4,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.37245523727666174
Decoded,decoded,GNN,KMeans,3,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.369519608887131
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3347766807889193
Encoded,encoded,GNN,KMeans,1,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3362733986962904
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.3380123753527394
Original,original,,KMeans,4,10,AmazonEmployeeAccess,XGBClassifier,centroid,0.37245523727666174
Decoded,decoded,MLP,KMeans,2,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3600211263320428
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,AmazonEmployeeAccess,XGBClassifier,closest,0.36484861680522707
Encoded,encoded,MLP,KMeans,1,10,AmazonEmployeeAccess,XGBClassifier,closest,0.354431870906892
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3489468209719254
Original,original,,KMeans,4,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3798995595986948
Decoded,decoded,GNN,KMeans,2,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3546206958188498
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3406026804390322
Encoded,encoded,GNN,KMeans,1,10,AmazonEmployeeAccess,XGBClassifier,closest,0.34077705349468707
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3578327159601738
Original,original,,KMeans,4,10,AmazonEmployeeAccess,XGBClassifier,closest,0.3798995595986948
Decoded,decoded,MLP,Agglo,3,10,BankMarketing,GaussianNB,centroid,0.1281807292670761
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,BankMarketing,GaussianNB,centroid,0.0984404365711314
Encoded,encoded,MLP,Agglo,1,10,BankMarketing,GaussianNB,centroid,0.0971386525865648
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,BankMarketing,GaussianNB,centroid,-0.0089149890433059
Original,original,,Agglo,4,10,BankMarketing,GaussianNB,centroid,0.1556725395450574
Decoded,decoded,GNN,Agglo,2,10,BankMarketing,GaussianNB,centroid,0.1493687768900721
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,GaussianNB,centroid,0.2497646140679563
Encoded,encoded,GNN,Agglo,1,10,BankMarketing,GaussianNB,centroid,0.0255296349157934
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,GaussianNB,centroid,-0.0934118007108485
Original,original,,Agglo,3,10,BankMarketing,GaussianNB,centroid,0.1556725395450574
Decoded,decoded,MLP,Agglo,1,10,BankMarketing,GaussianNB,closest,0.0772939211444977
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,BankMarketing,GaussianNB,closest,0.2209121088885822
Encoded,encoded,MLP,Agglo,3,10,BankMarketing,GaussianNB,closest,0.133770197055544
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,BankMarketing,GaussianNB,closest,0.096626127610177
Original,original,,Agglo,0,10,BankMarketing,GaussianNB,closest,0.0759615034831815
Decoded,decoded,GNN,Agglo,3,10,BankMarketing,GaussianNB,closest,0.1624064991701661
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,GaussianNB,closest,0.2252799115393672
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,GaussianNB,closest,0.0959720691561144
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,GaussianNB,closest,-0.0972937355751097
Original,original,,Agglo,1,10,BankMarketing,GaussianNB,closest,0.0759615034831815
Decoded,decoded,MLP,KIP,3,10,BankMarketing,GaussianNB,centroid,0.24402480561974796
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,BankMarketing,GaussianNB,centroid,0.19468326030097885
Encoded,encoded,MLP,KIP,2,10,BankMarketing,GaussianNB,centroid,0.20737785594601874
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,BankMarketing,GaussianNB,centroid,0.08506474236120545
Original,original,,KIP,4,10,BankMarketing,GaussianNB,centroid,0.26240642553152005
Decoded,decoded,GNN,KIP,3,10,BankMarketing,GaussianNB,centroid,0.25592254274833853
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,BankMarketing,GaussianNB,centroid,0.20232539061987972
Encoded,encoded,GNN,KIP,1,10,BankMarketing,GaussianNB,centroid,0.1657009743718365
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,BankMarketing,GaussianNB,centroid,0.041901361622748295
Original,original,,KIP,4,10,BankMarketing,GaussianNB,centroid,0.26240642553152005
Decoded,decoded,MLP,KMeans,3,10,BankMarketing,GaussianNB,centroid,0.04502906001888383
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,BankMarketing,GaussianNB,centroid,0.037794445967128026
Encoded,encoded,MLP,KMeans,4,10,BankMarketing,GaussianNB,centroid,0.07063757665230758
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,BankMarketing,GaussianNB,centroid,-0.0013728894611756194
Original,original,,KMeans,1,10,BankMarketing,GaussianNB,centroid,0.028769499697566057
Decoded,decoded,GNN,KMeans,3,10,BankMarketing,GaussianNB,centroid,0.083406223319798
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,BankMarketing,GaussianNB,centroid,0.1663360045997643
Encoded,encoded,GNN,KMeans,1,10,BankMarketing,GaussianNB,centroid,0.007781631369945301
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,GaussianNB,centroid,-0.11177960601262496
Original,original,,KMeans,2,10,BankMarketing,GaussianNB,centroid,0.028769499697566057
Decoded,decoded,MLP,KMeans,2,10,BankMarketing,GaussianNB,closest,0.08547267100476831
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,BankMarketing,GaussianNB,closest,0.015422524559592959
Encoded,encoded,MLP,KMeans,4,10,BankMarketing,GaussianNB,closest,0.12244439656296029
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,BankMarketing,GaussianNB,closest,0.10518385139839051
Original,original,,KMeans,1,10,BankMarketing,GaussianNB,closest,0.07639626604935877
Decoded,decoded,GNN,KMeans,2,10,BankMarketing,GaussianNB,closest,0.06423272286404846
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,BankMarketing,GaussianNB,closest,0.13579010511622164
Encoded,encoded,GNN,KMeans,1,10,BankMarketing,GaussianNB,closest,0.04489129683988584
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,GaussianNB,closest,-0.07485056141367355
Original,original,,KMeans,3,10,BankMarketing,GaussianNB,closest,0.07639626604935877
Decoded,decoded,MLP,Agglo,4,10,BankMarketing,KNeighborsClassifier,centroid,0.0745497971925723
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,BankMarketing,KNeighborsClassifier,centroid,0.0373893528358841
Encoded,encoded,MLP,Agglo,2,10,BankMarketing,KNeighborsClassifier,centroid,0.0207703391394462
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,BankMarketing,KNeighborsClassifier,centroid,-0.065050337281077
Original,original,,Agglo,0,10,BankMarketing,KNeighborsClassifier,centroid,-0.0995193728520673
Decoded,decoded,GNN,Agglo,2,10,BankMarketing,KNeighborsClassifier,centroid,-0.0299776544027214
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,KNeighborsClassifier,centroid,0.0256492031597436
Encoded,encoded,GNN,Agglo,3,10,BankMarketing,KNeighborsClassifier,centroid,-0.0155527099279493
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,KNeighborsClassifier,centroid,-0.1230388721764726
Original,original,,Agglo,1,10,BankMarketing,KNeighborsClassifier,centroid,-0.0995193728520673
Decoded,decoded,MLP,Agglo,2,10,BankMarketing,KNeighborsClassifier,closest,0.010997447323626
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,BankMarketing,KNeighborsClassifier,closest,0.0592763265722254
Encoded,encoded,MLP,Agglo,3,10,BankMarketing,KNeighborsClassifier,closest,0.0356534232061254
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,BankMarketing,KNeighborsClassifier,closest,-0.0094070254093251
Original,original,,Agglo,0,10,BankMarketing,KNeighborsClassifier,closest,-0.054484734917851
Decoded,decoded,GNN,Agglo,3,10,BankMarketing,KNeighborsClassifier,closest,-0.0066375393128938
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,BankMarketing,KNeighborsClassifier,closest,-0.0196679004172296
Encoded,encoded,GNN,Agglo,4,10,BankMarketing,KNeighborsClassifier,closest,0.0152436270201697
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,KNeighborsClassifier,closest,-0.1189496536851844
Original,original,,Agglo,1,10,BankMarketing,KNeighborsClassifier,closest,-0.054484734917851
Decoded,decoded,MLP,KIP,2,10,BankMarketing,KNeighborsClassifier,centroid,0.15287037359670558
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,BankMarketing,KNeighborsClassifier,centroid,0.1391113124344248
Encoded,encoded,MLP,KIP,4,10,BankMarketing,KNeighborsClassifier,centroid,0.175819231022374
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,BankMarketing,KNeighborsClassifier,centroid,0.13635982928815432
Original,original,,KIP,3,10,BankMarketing,KNeighborsClassifier,centroid,0.16594906520165242
Decoded,decoded,GNN,KIP,4,10,BankMarketing,KNeighborsClassifier,centroid,0.2026484340014428
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,BankMarketing,KNeighborsClassifier,centroid,0.14427367452472853
Encoded,encoded,GNN,KIP,1,10,BankMarketing,KNeighborsClassifier,centroid,0.13568278285602936
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,BankMarketing,KNeighborsClassifier,centroid,0.034431158396279235
Original,original,,KIP,3,10,BankMarketing,KNeighborsClassifier,centroid,0.16594906520165242
Decoded,decoded,MLP,KMeans,4,10,BankMarketing,KNeighborsClassifier,centroid,0.06082958110554896
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,BankMarketing,KNeighborsClassifier,centroid,-0.0056110162568574805
Encoded,encoded,MLP,KMeans,3,10,BankMarketing,KNeighborsClassifier,centroid,0.01726973323370406
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,BankMarketing,KNeighborsClassifier,centroid,-0.08710346727786349
Original,original,,KMeans,0,10,BankMarketing,KNeighborsClassifier,centroid,-0.1218164137865172
Decoded,decoded,GNN,KMeans,4,10,BankMarketing,KNeighborsClassifier,centroid,-0.005013434459582319
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,BankMarketing,KNeighborsClassifier,centroid,-0.03111345343043308
Encoded,encoded,GNN,KMeans,2,10,BankMarketing,KNeighborsClassifier,centroid,-0.0627027267694189
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,KNeighborsClassifier,centroid,-0.15406369818021784
Original,original,,KMeans,1,10,BankMarketing,KNeighborsClassifier,centroid,-0.1218164137865172
Decoded,decoded,MLP,KMeans,2,10,BankMarketing,KNeighborsClassifier,closest,0.02719216568392498
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,BankMarketing,KNeighborsClassifier,closest,0.03140801783001862
Encoded,encoded,MLP,KMeans,4,10,BankMarketing,KNeighborsClassifier,closest,0.040489312442167934
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,BankMarketing,KNeighborsClassifier,closest,-0.03059214219620498
Original,original,,KMeans,0,10,BankMarketing,KNeighborsClassifier,closest,-0.03942436373444412
Decoded,decoded,GNN,KMeans,3,10,BankMarketing,KNeighborsClassifier,closest,-0.020920492777526122
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,BankMarketing,KNeighborsClassifier,closest,0.016132353301766843
Encoded,encoded,GNN,KMeans,2,10,BankMarketing,KNeighborsClassifier,closest,-0.03933376824331199
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,KNeighborsClassifier,closest,-0.15557278418527934
Original,original,,KMeans,1,10,BankMarketing,KNeighborsClassifier,closest,-0.03942436373444412
Decoded,decoded,MLP,Agglo,4,10,BankMarketing,LogisticRegression,centroid,0.3364799937072695
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,BankMarketing,LogisticRegression,centroid,0.2344298863223783
Encoded,encoded,MLP,Agglo,2,10,BankMarketing,LogisticRegression,centroid,0.1812623829645058
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,BankMarketing,LogisticRegression,centroid,0.1038908828374754
Original,original,,Agglo,0,10,BankMarketing,LogisticRegression,centroid,0.0687955048455671
Decoded,decoded,GNN,Agglo,3,10,BankMarketing,LogisticRegression,centroid,0.166002764198258
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,LogisticRegression,centroid,0.2285724366512608
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,LogisticRegression,centroid,0.1312427624429705
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,LogisticRegression,centroid,0.0660563459899082
Original,original,,Agglo,1,10,BankMarketing,LogisticRegression,centroid,0.0687955048455671
Decoded,decoded,MLP,Agglo,3,10,BankMarketing,LogisticRegression,closest,0.2489354144027401
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,BankMarketing,LogisticRegression,closest,0.2077746838238001
Encoded,encoded,MLP,Agglo,4,10,BankMarketing,LogisticRegression,closest,0.2644695813626924
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,BankMarketing,LogisticRegression,closest,0.2141689631044408
Original,original,,Agglo,0,10,BankMarketing,LogisticRegression,closest,0.1412897593776673
Decoded,decoded,GNN,Agglo,3,10,BankMarketing,LogisticRegression,closest,0.2053706482815066
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,LogisticRegression,closest,0.230570530368685
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,LogisticRegression,closest,0.1631226006277303
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,BankMarketing,LogisticRegression,closest,0.1419213087463265
Original,original,,Agglo,0,10,BankMarketing,LogisticRegression,closest,0.1412897593776673
Decoded,decoded,MLP,KIP,3,10,BankMarketing,LogisticRegression,centroid,0.31838212075390865
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,BankMarketing,LogisticRegression,centroid,0.30705351109960033
Encoded,encoded,MLP,KIP,4,10,BankMarketing,LogisticRegression,centroid,0.3234739970233463
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,BankMarketing,LogisticRegression,centroid,0.22082845771066267
Original,original,,KIP,1,10,BankMarketing,LogisticRegression,centroid,0.2661506610718357
Decoded,decoded,GNN,KIP,4,10,BankMarketing,LogisticRegression,centroid,0.3656635435281555
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,BankMarketing,LogisticRegression,centroid,0.31065913444350624
Encoded,encoded,GNN,KIP,2,10,BankMarketing,LogisticRegression,centroid,0.27623046215275376
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,BankMarketing,LogisticRegression,centroid,0.21519049484055533
Original,original,,KIP,1,10,BankMarketing,LogisticRegression,centroid,0.2661506610718357
Decoded,decoded,MLP,KMeans,4,10,BankMarketing,LogisticRegression,centroid,0.23151092432447684
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,BankMarketing,LogisticRegression,centroid,0.1796519447205875
Encoded,encoded,MLP,KMeans,3,10,BankMarketing,LogisticRegression,centroid,0.22566060708916064
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,BankMarketing,LogisticRegression,centroid,0.0990242853115958
Original,original,,KMeans,0,10,BankMarketing,LogisticRegression,centroid,0.0644191737578971
Decoded,decoded,GNN,KMeans,3,10,BankMarketing,LogisticRegression,centroid,0.18557942884111706
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,BankMarketing,LogisticRegression,centroid,0.21203456904469756
Encoded,encoded,GNN,KMeans,2,10,BankMarketing,LogisticRegression,centroid,0.09665548197877542
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,BankMarketing,LogisticRegression,centroid,0.07627378790639874
Original,original,,KMeans,0,10,BankMarketing,LogisticRegression,centroid,0.0644191737578971
Decoded,decoded,MLP,KMeans,2,10,BankMarketing,LogisticRegression,closest,0.21422890591596352
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,BankMarketing,LogisticRegression,closest,0.24819192120125394
Encoded,encoded,MLP,KMeans,3,10,BankMarketing,LogisticRegression,closest,0.24597929797862475
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,BankMarketing,LogisticRegression,closest,0.13755031433934495
Original,original,,KMeans,0,10,BankMarketing,LogisticRegression,closest,0.12252738115547242
Decoded,decoded,GNN,KMeans,4,10,BankMarketing,LogisticRegression,closest,0.1875345003128029
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,BankMarketing,LogisticRegression,closest,0.17713834282406773
Encoded,encoded,GNN,KMeans,1,10,BankMarketing,LogisticRegression,closest,0.12059363111421426
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,LogisticRegression,closest,0.11122760475227626
Original,original,,KMeans,2,10,BankMarketing,LogisticRegression,closest,0.12252738115547242
Decoded,decoded,MLP,Agglo,4,10,BankMarketing,MLPClassifier,centroid,0.2098271143126207
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,BankMarketing,MLPClassifier,centroid,0.0925186147575635
Encoded,encoded,MLP,Agglo,2,10,BankMarketing,MLPClassifier,centroid,0.0036177859156154
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,BankMarketing,MLPClassifier,centroid,-0.0742445281863165
Original,original,,Agglo,1,10,BankMarketing,MLPClassifier,centroid,-0.055274501573164
Decoded,decoded,GNN,Agglo,3,10,BankMarketing,MLPClassifier,centroid,0.0469366274495317
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,MLPClassifier,centroid,0.0569593855230768
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,MLPClassifier,centroid,-0.0134101032261409
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,MLPClassifier,centroid,-0.0838992066700609
Original,original,,Agglo,1,10,BankMarketing,MLPClassifier,centroid,-0.055274501573164
Decoded,decoded,MLP,Agglo,4,10,BankMarketing,MLPClassifier,closest,0.1274245064441485
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,BankMarketing,MLPClassifier,closest,0.0956338104117516
Encoded,encoded,MLP,Agglo,3,10,BankMarketing,MLPClassifier,closest,0.1160021223787922
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,BankMarketing,MLPClassifier,closest,0.0179795931074527
Original,original,,Agglo,0,10,BankMarketing,MLPClassifier,closest,0.0062686739690718
Decoded,decoded,GNN,Agglo,3,10,BankMarketing,MLPClassifier,closest,0.0975112993432959
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,BankMarketing,MLPClassifier,closest,0.160441737216496
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,MLPClassifier,closest,0.0204533679952784
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,MLPClassifier,closest,-0.0263310225700862
Original,original,,Agglo,1,10,BankMarketing,MLPClassifier,closest,0.0062686739690718
Decoded,decoded,MLP,KIP,4,10,BankMarketing,MLPClassifier,centroid,0.21831662948134287
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,BankMarketing,MLPClassifier,centroid,0.2175068245918279
Encoded,encoded,MLP,KIP,2,10,BankMarketing,MLPClassifier,centroid,0.168875392471752
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,BankMarketing,MLPClassifier,centroid,0.05829466089457484
Original,original,,KIP,1,10,BankMarketing,MLPClassifier,centroid,0.159297398477214
Decoded,decoded,GNN,KIP,4,10,BankMarketing,MLPClassifier,centroid,0.23637430729983305
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,BankMarketing,MLPClassifier,centroid,0.17040684785934376
Encoded,encoded,GNN,KIP,1,10,BankMarketing,MLPClassifier,centroid,0.11031165065001577
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,BankMarketing,MLPClassifier,centroid,0.01929514620550318
Original,original,,KIP,2,10,BankMarketing,MLPClassifier,centroid,0.159297398477214
Decoded,decoded,MLP,KMeans,4,10,BankMarketing,MLPClassifier,centroid,0.09675205139946211
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,BankMarketing,MLPClassifier,centroid,0.04979713169026738
Encoded,encoded,MLP,KMeans,2,10,BankMarketing,MLPClassifier,centroid,0.04333448230968674
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,BankMarketing,MLPClassifier,centroid,-0.10405837912108369
Original,original,,KMeans,1,10,BankMarketing,MLPClassifier,centroid,-0.056224566981398785
Decoded,decoded,GNN,KMeans,3,10,BankMarketing,MLPClassifier,centroid,0.05983880765450626
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,BankMarketing,MLPClassifier,centroid,0.08302192300507856
Encoded,encoded,GNN,KMeans,2,10,BankMarketing,MLPClassifier,centroid,-0.048122823883970954
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,MLPClassifier,centroid,-0.09621540893478564
Original,original,,KMeans,1,10,BankMarketing,MLPClassifier,centroid,-0.056224566981398785
Decoded,decoded,MLP,KMeans,2,10,BankMarketing,MLPClassifier,closest,0.06314157345012576
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,BankMarketing,MLPClassifier,closest,0.09965152351583188
Encoded,encoded,MLP,KMeans,3,10,BankMarketing,MLPClassifier,closest,0.08697385547506098
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,BankMarketing,MLPClassifier,closest,-0.04303983988612314
Original,original,,KMeans,1,10,BankMarketing,MLPClassifier,closest,0.024136636625453463
Decoded,decoded,GNN,KMeans,4,10,BankMarketing,MLPClassifier,closest,0.07282103883947236
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,BankMarketing,MLPClassifier,closest,0.0414153144347081
Encoded,encoded,GNN,KMeans,1,10,BankMarketing,MLPClassifier,closest,-0.026973337095063953
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,MLPClassifier,closest,-0.08157900930432505
Original,original,,KMeans,2,10,BankMarketing,MLPClassifier,closest,0.024136636625453463
Decoded,decoded,MLP,Agglo,3,10,BankMarketing,XGBClassifier,centroid,0.3440165439094335
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,BankMarketing,XGBClassifier,centroid,0.3239172659344829
Encoded,encoded,MLP,Agglo,1,10,BankMarketing,XGBClassifier,centroid,0.235099010762227
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,BankMarketing,XGBClassifier,centroid,0.2080290477126778
Original,original,,Agglo,4,10,BankMarketing,XGBClassifier,centroid,0.3971897481929973
Decoded,decoded,GNN,Agglo,1,10,BankMarketing,XGBClassifier,centroid,0.1927045544687791
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,BankMarketing,XGBClassifier,centroid,0.3498565499470644
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,XGBClassifier,centroid,0.2025875453338587
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,XGBClassifier,centroid,0.1276557158678925
Original,original,,Agglo,4,10,BankMarketing,XGBClassifier,centroid,0.3971897481929973
Decoded,decoded,MLP,Agglo,2,10,BankMarketing,XGBClassifier,closest,0.2873052429138877
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,BankMarketing,XGBClassifier,closest,0.3935874453324695
Encoded,encoded,MLP,Agglo,1,10,BankMarketing,XGBClassifier,closest,0.2856243684987363
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,BankMarketing,XGBClassifier,closest,0.2379841572267149
Original,original,,Agglo,3,10,BankMarketing,XGBClassifier,closest,0.3342726037871114
Decoded,decoded,GNN,Agglo,1,10,BankMarketing,XGBClassifier,closest,0.2150496709028122
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,BankMarketing,XGBClassifier,closest,0.3335957483264161
Encoded,encoded,GNN,Agglo,2,10,BankMarketing,XGBClassifier,closest,0.2270694874484489
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,BankMarketing,XGBClassifier,closest,0.1163106270938182
Original,original,,Agglo,4,10,BankMarketing,XGBClassifier,closest,0.3342726037871114
Decoded,decoded,MLP,KIP,3,10,BankMarketing,XGBClassifier,centroid,0.37222587197394097
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,BankMarketing,XGBClassifier,centroid,0.36438531248681927
Encoded,encoded,MLP,KIP,1,10,BankMarketing,XGBClassifier,centroid,0.3459870343630555
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,BankMarketing,XGBClassifier,centroid,0.29996652018569964
Original,original,,KIP,4,10,BankMarketing,XGBClassifier,centroid,0.39184306565460414
Decoded,decoded,GNN,KIP,4,10,BankMarketing,XGBClassifier,centroid,0.4148038852604835
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,BankMarketing,XGBClassifier,centroid,0.36021489159611597
Encoded,encoded,GNN,KIP,1,10,BankMarketing,XGBClassifier,centroid,0.3216201376514742
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,BankMarketing,XGBClassifier,centroid,0.3012290158223725
Original,original,,KIP,3,10,BankMarketing,XGBClassifier,centroid,0.39184306565460414
Decoded,decoded,MLP,KMeans,4,10,BankMarketing,XGBClassifier,centroid,0.44394486581728476
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,BankMarketing,XGBClassifier,centroid,0.4047220681038247
Encoded,encoded,MLP,KMeans,1,10,BankMarketing,XGBClassifier,centroid,0.278063612648436
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,BankMarketing,XGBClassifier,centroid,0.20259931020318298
Original,original,,KMeans,2,10,BankMarketing,XGBClassifier,centroid,0.3203266528483687
Decoded,decoded,GNN,KMeans,3,10,BankMarketing,XGBClassifier,centroid,0.3130685545193431
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,BankMarketing,XGBClassifier,centroid,0.23915140748513516
Encoded,encoded,GNN,KMeans,1,10,BankMarketing,XGBClassifier,centroid,0.18337956885258347
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,XGBClassifier,centroid,0.12746622637686195
Original,original,,KMeans,4,10,BankMarketing,XGBClassifier,centroid,0.3203266528483687
Decoded,decoded,MLP,KMeans,2,10,BankMarketing,XGBClassifier,closest,0.32887383041241247
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,BankMarketing,XGBClassifier,closest,0.33478357459033536
Encoded,encoded,MLP,KMeans,1,10,BankMarketing,XGBClassifier,closest,0.3091303521237904
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,BankMarketing,XGBClassifier,closest,0.23846909512760436
Original,original,,KMeans,4,10,BankMarketing,XGBClassifier,closest,0.33608867407294396
Decoded,decoded,GNN,KMeans,2,10,BankMarketing,XGBClassifier,closest,0.28691595089744043
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,BankMarketing,XGBClassifier,closest,0.3059478548450422
Encoded,encoded,GNN,KMeans,1,10,BankMarketing,XGBClassifier,closest,0.2013418208938822
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,BankMarketing,XGBClassifier,closest,0.12826235758719545
Original,original,,KMeans,4,10,BankMarketing,XGBClassifier,closest,0.33608867407294396
Decoded,decoded,MLP,Agglo,2,10,Credit,GaussianNB,centroid,-2.068677077087588e-16
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Credit,GaussianNB,centroid,0.0430906389301632
Encoded,encoded,MLP,Agglo,1,10,Credit,GaussianNB,centroid,-0.0445765230312035
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,GaussianNB,centroid,-0.061664190193165
Original,original,,Agglo,3,10,Credit,GaussianNB,centroid,0.0274888558692419
Decoded,decoded,GNN,Agglo,3,10,Credit,GaussianNB,centroid,0.0430906389301632
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Credit,GaussianNB,centroid,0.0453194650817234
Encoded,encoded,GNN,Agglo,0,10,Credit,GaussianNB,centroid,-0.0683506686478455
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Credit,GaussianNB,centroid,-0.0215453194650819
Original,original,,Agglo,2,10,Credit,GaussianNB,centroid,0.0274888558692419
Decoded,decoded,MLP,Agglo,1,10,Credit,GaussianNB,closest,-2.068677077087588e-16
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Credit,GaussianNB,closest,0.0215453194650815
Encoded,encoded,MLP,Agglo,3,10,Credit,GaussianNB,closest,0.0341753343239224
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,GaussianNB,closest,-0.0185735512630016
Original,original,,Agglo,4,10,Credit,GaussianNB,closest,0.0586924219910847
Decoded,decoded,GNN,Agglo,2,10,Credit,GaussianNB,closest,0.0505200594353638
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Credit,GaussianNB,closest,0.0549777117384843
Encoded,encoded,GNN,Agglo,0,10,Credit,GaussianNB,closest,-0.0104011887072809
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Credit,GaussianNB,closest,-0.0037147102526004
Original,original,,Agglo,4,10,Credit,GaussianNB,closest,0.0586924219910847
Decoded,decoded,MLP,KIP,2,10,Credit,GaussianNB,centroid,0.02704309063893006
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Credit,GaussianNB,centroid,0.04011887072808308
Encoded,encoded,MLP,KIP,1,10,Credit,GaussianNB,centroid,0.02124814264487358
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Credit,GaussianNB,centroid,0.0028231797919761395
Original,original,,KIP,4,10,Credit,GaussianNB,centroid,0.0630014858841009
Decoded,decoded,GNN,KIP,4,10,Credit,GaussianNB,centroid,0.08038632986627026
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Credit,GaussianNB,centroid,0.0536404160475481
Encoded,encoded,GNN,KIP,1,10,Credit,GaussianNB,centroid,0.02421991084695378
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Credit,GaussianNB,centroid,-0.02095096582466574
Original,original,,KIP,3,10,Credit,GaussianNB,centroid,0.0630014858841009
Decoded,decoded,MLP,KMeans,4,10,Credit,GaussianNB,centroid,0.04888558692421975
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Credit,GaussianNB,centroid,0.02942050520059422
Encoded,encoded,MLP,KMeans,1,10,Credit,GaussianNB,centroid,-0.01396731054977728
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Credit,GaussianNB,centroid,-0.03150074294205056
Original,original,,KMeans,2,10,Credit,GaussianNB,centroid,0.016196136701337162
Decoded,decoded,GNN,KMeans,2,10,Credit,GaussianNB,centroid,0.003566121842496239
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Credit,GaussianNB,centroid,0.0310549777117383
Encoded,encoded,GNN,KMeans,0,10,Credit,GaussianNB,centroid,-0.027043090638930282
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Credit,GaussianNB,centroid,0.002674591381872079
Original,original,,KMeans,3,10,Credit,GaussianNB,centroid,0.016196136701337162
Decoded,decoded,MLP,KMeans,4,10,Credit,GaussianNB,closest,0.03506686478454664
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Credit,GaussianNB,closest,0.00014858841010388012
Encoded,encoded,MLP,KMeans,1,10,Credit,GaussianNB,closest,-0.010846953937593
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Credit,GaussianNB,closest,-0.01322436849925716
Original,original,,KMeans,3,10,Credit,GaussianNB,closest,0.01277860326894486
Decoded,decoded,GNN,KMeans,3,10,Credit,GaussianNB,closest,0.01946508172362544
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Credit,GaussianNB,closest,0.04621099554234756
Encoded,encoded,GNN,KMeans,1,10,Credit,GaussianNB,closest,0.006537890044576439
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Credit,GaussianNB,closest,-0.008618127786032881
Original,original,,KMeans,2,10,Credit,GaussianNB,closest,0.01277860326894486
Decoded,decoded,MLP,Agglo,1,10,Credit,KNeighborsClassifier,centroid,0.1641791044776119
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Credit,KNeighborsClassifier,centroid,0.2070895522388059
Encoded,encoded,MLP,Agglo,3,10,Credit,KNeighborsClassifier,centroid,0.1772388059701492
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,KNeighborsClassifier,centroid,0.144278606965174
Original,original,,Agglo,2,10,Credit,KNeighborsClassifier,centroid,0.169776119402985
Decoded,decoded,GNN,Agglo,4,10,Credit,KNeighborsClassifier,centroid,0.251865671641791
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Credit,KNeighborsClassifier,centroid,0.1648009950248756
Encoded,encoded,GNN,Agglo,1,10,Credit,KNeighborsClassifier,centroid,0.1436567164179103
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Credit,KNeighborsClassifier,centroid,0.1436567164179103
Original,original,,Agglo,3,10,Credit,KNeighborsClassifier,centroid,0.169776119402985
Decoded,decoded,MLP,Agglo,1,10,Credit,KNeighborsClassifier,closest,0.1691542288557213
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Credit,KNeighborsClassifier,closest,0.195273631840796
Encoded,encoded,MLP,Agglo,2,10,Credit,KNeighborsClassifier,closest,0.195273631840796
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,KNeighborsClassifier,closest,0.1498756218905473
Original,original,,Agglo,4,10,Credit,KNeighborsClassifier,closest,0.2077114427860696
Decoded,decoded,GNN,Agglo,2,10,Credit,KNeighborsClassifier,closest,0.1971393034825871
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Credit,KNeighborsClassifier,closest,0.1436567164179103
Encoded,encoded,GNN,Agglo,4,10,Credit,KNeighborsClassifier,closest,0.2077114427860696
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Credit,KNeighborsClassifier,closest,0.1380597014925374
Original,original,,Agglo,3,10,Credit,KNeighborsClassifier,closest,0.2077114427860696
Decoded,decoded,MLP,KIP,1,10,Credit,KNeighborsClassifier,centroid,0.16791044776119407
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Credit,KNeighborsClassifier,centroid,0.19427860696517413
Encoded,encoded,MLP,KIP,2,10,Credit,KNeighborsClassifier,centroid,0.17338308457711438
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Credit,KNeighborsClassifier,centroid,0.16529850746268657
Original,original,,KIP,3,10,Credit,KNeighborsClassifier,centroid,0.18296019900497512
Decoded,decoded,GNN,KIP,4,10,Credit,KNeighborsClassifier,centroid,0.20012437810945274
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Credit,KNeighborsClassifier,centroid,0.18619402985074623
Encoded,encoded,GNN,KIP,2,10,Credit,KNeighborsClassifier,centroid,0.1861940298507463
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Credit,KNeighborsClassifier,centroid,0.12450248756218907
Original,original,,KIP,1,10,Credit,KNeighborsClassifier,centroid,0.18296019900497512
Decoded,decoded,MLP,KMeans,4,10,Credit,KNeighborsClassifier,centroid,0.20634328358208953
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Credit,KNeighborsClassifier,centroid,0.19054726368159203
Encoded,encoded,MLP,KMeans,2,10,Credit,KNeighborsClassifier,centroid,0.17711442786069656
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Credit,KNeighborsClassifier,centroid,0.16940298507462678
Original,original,,KMeans,0,10,Credit,KNeighborsClassifier,centroid,0.1391791044776119
Decoded,decoded,GNN,KMeans,4,10,Credit,KNeighborsClassifier,centroid,0.18246268656716413
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Credit,KNeighborsClassifier,centroid,0.17885572139303477
Encoded,encoded,GNN,KMeans,2,10,Credit,KNeighborsClassifier,centroid,0.17524875621890543
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Credit,KNeighborsClassifier,centroid,0.16019900497512435
Original,original,,KMeans,0,10,Credit,KNeighborsClassifier,centroid,0.1391791044776119
Decoded,decoded,MLP,KMeans,2,10,Credit,KNeighborsClassifier,closest,0.17935323383084578
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Credit,KNeighborsClassifier,closest,0.18544776119402984
Encoded,encoded,MLP,KMeans,4,10,Credit,KNeighborsClassifier,closest,0.19216417910447764
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Credit,KNeighborsClassifier,closest,0.16902985074626858
Original,original,,KMeans,0,10,Credit,KNeighborsClassifier,closest,0.15286069651741294
Decoded,decoded,GNN,KMeans,3,10,Credit,KNeighborsClassifier,closest,0.16890547263681593
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Credit,KNeighborsClassifier,closest,0.16691542288557212
Encoded,encoded,GNN,KMeans,4,10,Credit,KNeighborsClassifier,closest,0.18196517412935315
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Credit,KNeighborsClassifier,closest,0.13868159203980096
Original,original,,KMeans,1,10,Credit,KNeighborsClassifier,closest,0.15286069651741294
Decoded,decoded,MLP,Agglo,4,10,Credit,LogisticRegression,centroid,0.3122246696035243
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Credit,LogisticRegression,centroid,0.2632158590308369
Encoded,encoded,MLP,Agglo,2,10,Credit,LogisticRegression,centroid,0.2301762114537446
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,LogisticRegression,centroid,0.1965859030837005
Original,original,,Agglo,1,10,Credit,LogisticRegression,centroid,0.2120044052863436
Decoded,decoded,GNN,Agglo,4,10,Credit,LogisticRegression,centroid,0.2703744493392072
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Credit,LogisticRegression,centroid,0.2670704845814978
Encoded,encoded,GNN,Agglo,2,10,Credit,LogisticRegression,centroid,0.2164096916299559
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Credit,LogisticRegression,centroid,0.2153083700440529
Original,original,,Agglo,0,10,Credit,LogisticRegression,centroid,0.2120044052863436
Decoded,decoded,MLP,Agglo,3,10,Credit,LogisticRegression,closest,0.276431718061674
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Credit,LogisticRegression,closest,0.2444933920704846
Encoded,encoded,MLP,Agglo,4,10,Credit,LogisticRegression,closest,0.2841409691629955
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,LogisticRegression,closest,0.2444933920704846
Original,original,,Agglo,2,10,Credit,LogisticRegression,closest,0.2615638766519824
Decoded,decoded,GNN,Agglo,3,10,Credit,LogisticRegression,closest,0.268171806167401
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Credit,LogisticRegression,closest,0.2505506607929516
Encoded,encoded,GNN,Agglo,4,10,Credit,LogisticRegression,closest,0.2758810572687225
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Credit,LogisticRegression,closest,0.1916299559471366
Original,original,,Agglo,2,10,Credit,LogisticRegression,closest,0.2615638766519824
Decoded,decoded,MLP,KIP,2,10,Credit,LogisticRegression,centroid,0.26806167400881054
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Credit,LogisticRegression,centroid,0.28094713656387676
Encoded,encoded,MLP,KIP,4,10,Credit,LogisticRegression,centroid,0.2852422907488986
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Credit,LogisticRegression,centroid,0.25473568281938325
Original,original,,KIP,1,10,Credit,LogisticRegression,centroid,0.2639867841409692
Decoded,decoded,GNN,KIP,3,10,Credit,LogisticRegression,centroid,0.2734581497797357
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Credit,LogisticRegression,centroid,0.282488986784141
Encoded,encoded,GNN,KIP,2,10,Credit,LogisticRegression,centroid,0.2709251101321586
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Credit,LogisticRegression,centroid,0.24416299559471372
Original,original,,KIP,1,10,Credit,LogisticRegression,centroid,0.2639867841409692
Decoded,decoded,MLP,KMeans,4,10,Credit,LogisticRegression,centroid,0.30660792951541854
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Credit,LogisticRegression,centroid,0.26453744493392073
Encoded,encoded,MLP,KMeans,2,10,Credit,LogisticRegression,centroid,0.2359030837004405
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Credit,LogisticRegression,centroid,0.21596916299559465
Original,original,,KMeans,1,10,Credit,LogisticRegression,centroid,0.2191629955947137
Decoded,decoded,GNN,KMeans,3,10,Credit,LogisticRegression,centroid,0.2615638766519824
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Credit,LogisticRegression,centroid,0.26310572687224676
Encoded,encoded,GNN,KMeans,2,10,Credit,LogisticRegression,centroid,0.23678414096916303
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Credit,LogisticRegression,centroid,0.21552863436123354
Original,original,,KMeans,1,10,Credit,LogisticRegression,centroid,0.2191629955947137
Decoded,decoded,MLP,KMeans,3,10,Credit,LogisticRegression,closest,0.26607929515418505
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Credit,LogisticRegression,closest,0.2537444933920705
Encoded,encoded,MLP,KMeans,4,10,Credit,LogisticRegression,closest,0.26795154185022024
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Credit,LogisticRegression,closest,0.2501101321585903
Original,original,,KMeans,0,10,Credit,LogisticRegression,closest,0.24372246696035246
Decoded,decoded,GNN,KMeans,4,10,Credit,LogisticRegression,closest,0.26167400881057273
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Credit,LogisticRegression,closest,0.25429515418502197
Encoded,encoded,GNN,KMeans,2,10,Credit,LogisticRegression,closest,0.25407488986784144
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Credit,LogisticRegression,closest,0.23171806167400882
Original,original,,KMeans,1,10,Credit,LogisticRegression,closest,0.24372246696035246
Decoded,decoded,MLP,Agglo,4,10,Credit,MLPClassifier,centroid,0.3407999999999999
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Credit,MLPClassifier,centroid,0.2975999999999998
Encoded,encoded,MLP,Agglo,2,10,Credit,MLPClassifier,centroid,0.2496
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,MLPClassifier,centroid,0.2250666666666665
Original,original,,Agglo,1,10,Credit,MLPClassifier,centroid,0.2415999999999999
Decoded,decoded,GNN,Agglo,3,10,Credit,MLPClassifier,centroid,0.2794666666666666
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Credit,MLPClassifier,centroid,0.2831999999999999
Encoded,encoded,GNN,Agglo,0,10,Credit,MLPClassifier,centroid,0.2143999999999998
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,Credit,MLPClassifier,centroid,0.2570666666666665
Original,original,,Agglo,1,10,Credit,MLPClassifier,centroid,0.2415999999999999
Decoded,decoded,MLP,Agglo,4,10,Credit,MLPClassifier,closest,0.3199999999999999
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,Credit,MLPClassifier,closest,0.2906666666666666
Encoded,encoded,MLP,Agglo,3,10,Credit,MLPClassifier,closest,0.2949333333333332
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Credit,MLPClassifier,closest,0.2943999999999999
Original,original,,Agglo,1,10,Credit,MLPClassifier,closest,0.2928
Decoded,decoded,GNN,Agglo,2,10,Credit,MLPClassifier,closest,0.2901333333333333
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Credit,MLPClassifier,closest,0.2858666666666665
Encoded,encoded,GNN,Agglo,4,10,Credit,MLPClassifier,closest,0.296
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Credit,MLPClassifier,closest,0.2485333333333333
Original,original,,Agglo,3,10,Credit,MLPClassifier,closest,0.2928
Decoded,decoded,MLP,KIP,2,10,Credit,MLPClassifier,centroid,0.2889599999999999
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Credit,MLPClassifier,centroid,0.31359999999999993
Encoded,encoded,MLP,KIP,3,10,Credit,MLPClassifier,centroid,0.3005866666666666
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Credit,MLPClassifier,centroid,0.27231999999999995
Original,original,,KIP,1,10,Credit,MLPClassifier,centroid,0.28618666666666653
Decoded,decoded,GNN,KIP,3,10,Credit,MLPClassifier,centroid,0.2943999999999999
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Credit,MLPClassifier,centroid,0.31231999999999993
Encoded,encoded,GNN,KIP,2,10,Credit,MLPClassifier,centroid,0.2916266666666666
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Credit,MLPClassifier,centroid,0.25525333333333317
Original,original,,KIP,1,10,Credit,MLPClassifier,centroid,0.28618666666666653
Decoded,decoded,MLP,KMeans,4,10,Credit,MLPClassifier,centroid,0.3356799999999999
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Credit,MLPClassifier,centroid,0.2857599999999999
Encoded,encoded,MLP,KMeans,2,10,Credit,MLPClassifier,centroid,0.25333333333333324
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Credit,MLPClassifier,centroid,0.2439466666666666
Original,original,,KMeans,0,10,Credit,MLPClassifier,centroid,0.23775999999999992
Decoded,decoded,GNN,KMeans,4,10,Credit,MLPClassifier,centroid,0.2971733333333332
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Credit,MLPClassifier,centroid,0.2948266666666666
Encoded,encoded,GNN,KMeans,1,10,Credit,MLPClassifier,centroid,0.2490666666666666
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,Credit,MLPClassifier,centroid,0.2647466666666666
Original,original,,KMeans,0,10,Credit,MLPClassifier,centroid,0.23775999999999992
Decoded,decoded,MLP,KMeans,2,10,Credit,MLPClassifier,closest,0.2940799999999999
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Credit,MLPClassifier,closest,0.2959999999999999
Encoded,encoded,MLP,KMeans,4,10,Credit,MLPClassifier,closest,0.2963199999999999
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Credit,MLPClassifier,closest,0.2711466666666666
Original,original,,KMeans,1,10,Credit,MLPClassifier,closest,0.27967999999999993
Decoded,decoded,GNN,KMeans,4,10,Credit,MLPClassifier,closest,0.2891733333333333
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,Credit,MLPClassifier,closest,0.2794666666666666
Encoded,encoded,GNN,KMeans,3,10,Credit,MLPClassifier,closest,0.2807466666666666
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Credit,MLPClassifier,closest,0.2795733333333333
Original,original,,KMeans,2,10,Credit,MLPClassifier,closest,0.27967999999999993
Decoded,decoded,MLP,Agglo,4,10,Credit,XGBClassifier,centroid,0.3382585751978891
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Credit,XGBClassifier,centroid,0.3145118733509235
Encoded,encoded,MLP,Agglo,3,10,Credit,XGBClassifier,centroid,0.3197889182058047
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,XGBClassifier,centroid,0.2823218997361477
Original,original,,Agglo,1,10,Credit,XGBClassifier,centroid,0.3124010554089709
Decoded,decoded,GNN,Agglo,4,10,Credit,XGBClassifier,centroid,0.320844327176781
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Credit,XGBClassifier,centroid,0.2791556728232188
Encoded,encoded,GNN,Agglo,0,10,Credit,XGBClassifier,centroid,0.2749340369393139
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,Credit,XGBClassifier,centroid,0.3039577836411608
Original,original,,Agglo,3,10,Credit,XGBClassifier,centroid,0.3124010554089709
Decoded,decoded,MLP,Agglo,4,10,Credit,XGBClassifier,closest,0.3229551451187334
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Credit,XGBClassifier,closest,0.2934036939313982
Encoded,encoded,MLP,Agglo,3,10,Credit,XGBClassifier,closest,0.3139841688654353
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Credit,XGBClassifier,closest,0.279155672823219
Original,original,,Agglo,1,10,Credit,XGBClassifier,closest,0.2796833773087072
Decoded,decoded,GNN,Agglo,3,10,Credit,XGBClassifier,closest,0.3034300791556728
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Credit,XGBClassifier,closest,0.2939313984168865
Encoded,encoded,GNN,Agglo,4,10,Credit,XGBClassifier,closest,0.3329815303430078
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Credit,XGBClassifier,closest,0.2627968337730869
Original,original,,Agglo,1,10,Credit,XGBClassifier,closest,0.2796833773087072
Decoded,decoded,MLP,KIP,2,10,Credit,XGBClassifier,centroid,0.291820580474934
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,Credit,XGBClassifier,centroid,0.28823218997361477
Encoded,encoded,MLP,KIP,3,10,Credit,XGBClassifier,centroid,0.30965699208443265
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Credit,XGBClassifier,centroid,0.2886543535620052
Original,original,,KIP,4,10,Credit,XGBClassifier,centroid,0.32548812664907645
Decoded,decoded,GNN,KIP,0,10,Credit,XGBClassifier,centroid,0.30005277044854867
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Credit,XGBClassifier,centroid,0.3217941952506595
Encoded,encoded,GNN,KIP,2,10,Credit,XGBClassifier,centroid,0.3106068601583113
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Credit,XGBClassifier,centroid,0.3025857519788917
Original,original,,KIP,4,10,Credit,XGBClassifier,centroid,0.32548812664907645
Decoded,decoded,MLP,KMeans,4,10,Credit,XGBClassifier,centroid,0.34427440633245376
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,Credit,XGBClassifier,centroid,0.2879155672823218
Encoded,encoded,MLP,KMeans,2,10,Credit,XGBClassifier,centroid,0.3151451187335092
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Credit,XGBClassifier,centroid,0.29139841688654344
Original,original,,KMeans,3,10,Credit,XGBClassifier,centroid,0.337730870712401
Decoded,decoded,GNN,KMeans,3,10,Credit,XGBClassifier,centroid,0.3109234828496041
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Credit,XGBClassifier,centroid,0.2937203166226912
Encoded,encoded,GNN,KMeans,0,10,Credit,XGBClassifier,centroid,0.2802110817941952
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,Credit,XGBClassifier,centroid,0.3108179419525065
Original,original,,KMeans,4,10,Credit,XGBClassifier,centroid,0.337730870712401
Decoded,decoded,MLP,KMeans,3,10,Credit,XGBClassifier,closest,0.30807387862796826
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Credit,XGBClassifier,closest,0.2875989445910289
Encoded,encoded,MLP,KMeans,4,10,Credit,XGBClassifier,closest,0.3084960422163588
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,Credit,XGBClassifier,closest,0.30627968337730865
Original,original,,KMeans,0,10,Credit,XGBClassifier,closest,0.2839050131926121
Decoded,decoded,GNN,KMeans,3,10,Credit,XGBClassifier,closest,0.3127176781002638
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Credit,XGBClassifier,closest,0.2927704485488126
Encoded,encoded,GNN,KMeans,4,10,Credit,XGBClassifier,closest,0.31546174142480204
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Credit,XGBClassifier,closest,0.29013192612137195
Original,original,,KMeans,0,10,Credit,XGBClassifier,closest,0.2839050131926121
Decoded,decoded,MLP,Agglo,2,10,CreditDefault,GaussianNB,centroid,-0.0275672322630466
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,CreditDefault,GaussianNB,centroid,0.0422125353937301
Encoded,encoded,MLP,Agglo,1,10,CreditDefault,GaussianNB,centroid,-0.0324942926950718
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,GaussianNB,centroid,-0.0930993303147562
Original,original,,Agglo,4,10,CreditDefault,GaussianNB,centroid,0.0833279178992054
Decoded,decoded,GNN,Agglo,2,10,CreditDefault,GaussianNB,centroid,-0.0366389987213949
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,GaussianNB,centroid,0.0899808842208314
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,GaussianNB,centroid,-0.0954978753212336
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,CreditDefault,GaussianNB,centroid,-0.1786713478523233
Original,original,,Agglo,3,10,CreditDefault,GaussianNB,centroid,0.0833279178992054
Decoded,decoded,MLP,Agglo,1,10,CreditDefault,GaussianNB,closest,-0.0930242175400988
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,CreditDefault,GaussianNB,closest,0.0186549749553753
Encoded,encoded,MLP,Agglo,2,10,CreditDefault,GaussianNB,closest,-0.0240867257159976
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,GaussianNB,closest,-0.1047570017343455
Original,original,,Agglo,4,10,CreditDefault,GaussianNB,closest,0.0822543959962358
Decoded,decoded,GNN,Agglo,2,10,CreditDefault,GaussianNB,closest,0.0026914004312654
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,CreditDefault,GaussianNB,closest,0.0371487528325532
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,GaussianNB,closest,-0.0803765766297994
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,CreditDefault,GaussianNB,closest,-0.1593352941424696
Original,original,,Agglo,4,10,CreditDefault,GaussianNB,closest,0.0822543959962358
Decoded,decoded,MLP,KIP,2,10,CreditDefault,GaussianNB,centroid,0.11539617768812997
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,CreditDefault,GaussianNB,centroid,0.11838802921802531
Encoded,encoded,MLP,KIP,1,10,CreditDefault,GaussianNB,centroid,0.08975436434759484
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,CreditDefault,GaussianNB,centroid,0.02224469041299362
Original,original,,KIP,4,10,CreditDefault,GaussianNB,centroid,0.1517262856732931
Decoded,decoded,GNN,KIP,3,10,CreditDefault,GaussianNB,centroid,0.11066846149626328
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,CreditDefault,GaussianNB,centroid,0.08222975225443813
Encoded,encoded,GNN,KIP,1,10,CreditDefault,GaussianNB,centroid,0.059473451010013625
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,CreditDefault,GaussianNB,centroid,-0.0788712828671137
Original,original,,KIP,4,10,CreditDefault,GaussianNB,centroid,0.1517262856732931
Decoded,decoded,MLP,KMeans,0,10,CreditDefault,GaussianNB,centroid,-0.10003131105550325
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,CreditDefault,GaussianNB,centroid,-0.012200002531891376
Encoded,encoded,MLP,KMeans,2,10,CreditDefault,GaussianNB,centroid,-0.03772872472856018
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,CreditDefault,GaussianNB,centroid,-0.0932669415175312
Original,original,,KMeans,4,10,CreditDefault,GaussianNB,centroid,0.05021584373167013
Decoded,decoded,GNN,KMeans,2,10,CreditDefault,GaussianNB,centroid,-0.03108301649527166
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,CreditDefault,GaussianNB,centroid,0.018045126742257684
Encoded,encoded,GNN,KMeans,1,10,CreditDefault,GaussianNB,centroid,-0.06015638648476436
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,GaussianNB,centroid,-0.17562345712875094
Original,original,,KMeans,4,10,CreditDefault,GaussianNB,centroid,0.05021584373167013
Decoded,decoded,MLP,KMeans,1,10,CreditDefault,GaussianNB,closest,-0.07116555615101881
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,CreditDefault,GaussianNB,closest,-0.06657084864775906
Encoded,encoded,MLP,KMeans,4,10,CreditDefault,GaussianNB,closest,-0.03639070458314521
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,GaussianNB,closest,-0.08749338543402944
Original,original,,KMeans,3,10,CreditDefault,GaussianNB,closest,-0.05537009920794002
Decoded,decoded,GNN,KMeans,2,10,CreditDefault,GaussianNB,closest,-0.04198972896103842
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,CreditDefault,GaussianNB,closest,0.01705684517906796
Encoded,encoded,GNN,KMeans,3,10,CreditDefault,GaussianNB,closest,-0.03893204825784774
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,GaussianNB,closest,-0.16570249433489326
Original,original,,KMeans,1,10,CreditDefault,GaussianNB,closest,-0.05537009920794002
Decoded,decoded,MLP,Agglo,4,10,CreditDefault,KNeighborsClassifier,centroid,0.0751779833729866
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,CreditDefault,KNeighborsClassifier,centroid,0.04638686898535
Encoded,encoded,MLP,Agglo,1,10,CreditDefault,KNeighborsClassifier,centroid,0.0107147970669681
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,KNeighborsClassifier,centroid,-0.0370193230386796
Original,original,,Agglo,2,10,CreditDefault,KNeighborsClassifier,centroid,0.0312480008286088
Decoded,decoded,GNN,Agglo,3,10,CreditDefault,KNeighborsClassifier,centroid,0.100980622126905
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,KNeighborsClassifier,centroid,0.1326886227727325
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,KNeighborsClassifier,centroid,0.0273631348225954
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,CreditDefault,KNeighborsClassifier,centroid,-0.0256952546906273
Original,original,,Agglo,2,10,CreditDefault,KNeighborsClassifier,centroid,0.0312480008286088
Decoded,decoded,MLP,Agglo,3,10,CreditDefault,KNeighborsClassifier,closest,0.0455772997706092
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,CreditDefault,KNeighborsClassifier,closest,0.0168334039072566
Encoded,encoded,MLP,Agglo,2,10,CreditDefault,KNeighborsClassifier,closest,0.0273242937784262
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,KNeighborsClassifier,closest,0.0122928096849762
Original,original,,Agglo,4,10,CreditDefault,KNeighborsClassifier,closest,0.1078189306679745
Decoded,decoded,GNN,Agglo,2,10,CreditDefault,KNeighborsClassifier,closest,0.0888568852224295
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,KNeighborsClassifier,closest,0.1099772741812156
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,KNeighborsClassifier,closest,0.0464386570442421
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,CreditDefault,KNeighborsClassifier,closest,-0.0119935051681436
Original,original,,Agglo,3,10,CreditDefault,KNeighborsClassifier,closest,0.1078189306679745
Decoded,decoded,MLP,KIP,1,10,CreditDefault,KNeighborsClassifier,centroid,0.1610077042353493
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,CreditDefault,KNeighborsClassifier,centroid,0.17654198945351401
Encoded,encoded,MLP,KIP,2,10,CreditDefault,KNeighborsClassifier,centroid,0.17010869399654532
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,CreditDefault,KNeighborsClassifier,centroid,0.09707610712207657
Original,original,,KIP,4,10,CreditDefault,KNeighborsClassifier,centroid,0.19827606691017202
Decoded,decoded,GNN,KIP,3,10,CreditDefault,KNeighborsClassifier,centroid,0.19790745778511598
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,CreditDefault,KNeighborsClassifier,centroid,0.16090321421064332
Encoded,encoded,GNN,KIP,2,10,CreditDefault,KNeighborsClassifier,centroid,0.17832319404376387
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,CreditDefault,KNeighborsClassifier,centroid,0.05966669814568272
Original,original,,KIP,4,10,CreditDefault,KNeighborsClassifier,centroid,0.19827606691017202
Decoded,decoded,MLP,KMeans,4,10,CreditDefault,KNeighborsClassifier,centroid,0.11544624551804805
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,CreditDefault,KNeighborsClassifier,centroid,0.09130904981097347
Encoded,encoded,MLP,KMeans,1,10,CreditDefault,KNeighborsClassifier,centroid,0.02131626967565432
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,KNeighborsClassifier,centroid,-0.02399950039754952
Original,original,,KMeans,2,10,CreditDefault,KNeighborsClassifier,centroid,0.052667998939867885
Decoded,decoded,GNN,KMeans,3,10,CreditDefault,KNeighborsClassifier,centroid,0.09450361145551847
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,CreditDefault,KNeighborsClassifier,centroid,0.12692065155470786
Encoded,encoded,GNN,KMeans,1,10,CreditDefault,KNeighborsClassifier,centroid,0.04310853253965582
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,KNeighborsClassifier,centroid,-0.029329710200115183
Original,original,,KMeans,2,10,CreditDefault,KNeighborsClassifier,centroid,0.052667998939867885
Decoded,decoded,MLP,KMeans,4,10,CreditDefault,KNeighborsClassifier,closest,0.11185215423093205
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,CreditDefault,KNeighborsClassifier,closest,0.05888881103755846
Encoded,encoded,MLP,KMeans,2,10,CreditDefault,KNeighborsClassifier,closest,0.07242224936864247
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,KNeighborsClassifier,closest,0.0007210725611631795
Original,original,,KMeans,3,10,CreditDefault,KNeighborsClassifier,closest,0.10971041336010054
Decoded,decoded,GNN,KMeans,2,10,CreditDefault,KNeighborsClassifier,closest,0.0764542543890379
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,CreditDefault,KNeighborsClassifier,closest,0.11658101327906749
Encoded,encoded,GNN,KMeans,1,10,CreditDefault,KNeighborsClassifier,closest,0.06948312470869202
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,KNeighborsClassifier,closest,-0.00837610925452624
Original,original,,KMeans,3,10,CreditDefault,KNeighborsClassifier,closest,0.10971041336010054
Decoded,decoded,MLP,Agglo,4,10,CreditDefault,LogisticRegression,centroid,0.0929796194176633
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,CreditDefault,LogisticRegression,centroid,0.0082754636612648
Encoded,encoded,MLP,Agglo,1,10,CreditDefault,LogisticRegression,centroid,-0.0404783524187609
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,LogisticRegression,centroid,-0.0532493996838535
Original,original,,Agglo,2,10,CreditDefault,LogisticRegression,centroid,-0.0021523898012619
Decoded,decoded,GNN,Agglo,3,10,CreditDefault,LogisticRegression,centroid,0.0698418061371014
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,LogisticRegression,centroid,0.1080478563585247
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,LogisticRegression,centroid,-0.0179091803120435
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,CreditDefault,LogisticRegression,centroid,-0.0382301835338406
Original,original,,Agglo,2,10,CreditDefault,LogisticRegression,centroid,-0.0021523898012619
Decoded,decoded,MLP,Agglo,2,10,CreditDefault,LogisticRegression,closest,0.0082415261906773
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,CreditDefault,LogisticRegression,closest,0.0353975359888022
Encoded,encoded,MLP,Agglo,1,10,CreditDefault,LogisticRegression,closest,3.016664052266556e-06
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,LogisticRegression,closest,-0.0442378699938458
Original,original,,Agglo,4,10,CreditDefault,LogisticRegression,closest,0.1082326270317233
Decoded,decoded,GNN,Agglo,3,10,CreditDefault,LogisticRegression,closest,0.1094822801153573
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,LogisticRegression,closest,0.1743790197048496
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,LogisticRegression,closest,0.0083614385867533
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,CreditDefault,LogisticRegression,closest,-0.0201837450074208
Original,original,,Agglo,2,10,CreditDefault,LogisticRegression,closest,0.1082326270317233
Decoded,decoded,MLP,KIP,4,10,CreditDefault,LogisticRegression,centroid,0.1852685736005696
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,CreditDefault,LogisticRegression,centroid,0.18147723021973386
Encoded,encoded,MLP,KIP,2,10,CreditDefault,LogisticRegression,centroid,0.17385095266250777
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,CreditDefault,LogisticRegression,centroid,0.10034133553750926
Original,original,,KIP,1,10,CreditDefault,LogisticRegression,centroid,0.11873921542601336
Decoded,decoded,GNN,KIP,4,10,CreditDefault,LogisticRegression,centroid,0.19386817781424598
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,CreditDefault,LogisticRegression,centroid,0.1845306975733955
Encoded,encoded,GNN,KIP,2,10,CreditDefault,LogisticRegression,centroid,0.1495236687461538
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,CreditDefault,LogisticRegression,centroid,0.042534208970352344
Original,original,,KIP,1,10,CreditDefault,LogisticRegression,centroid,0.11873921542601336
Decoded,decoded,MLP,KMeans,3,10,CreditDefault,LogisticRegression,centroid,0.042979166918055416
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,CreditDefault,LogisticRegression,centroid,0.059687564104111177
Encoded,encoded,MLP,KMeans,1,10,CreditDefault,LogisticRegression,centroid,-0.03897484705513242
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,LogisticRegression,centroid,-0.05220608642139163
Original,original,,KMeans,2,10,CreditDefault,LogisticRegression,centroid,-0.02063684794806498
Decoded,decoded,GNN,KMeans,4,10,CreditDefault,LogisticRegression,centroid,0.09538887816297235
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,CreditDefault,LogisticRegression,centroid,0.07193914181941045
Encoded,encoded,GNN,KMeans,2,10,CreditDefault,LogisticRegression,centroid,-0.00774679328611238
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,LogisticRegression,centroid,-0.04165681223076258
Original,original,,KMeans,1,10,CreditDefault,LogisticRegression,centroid,-0.02063684794806498
Decoded,decoded,MLP,KMeans,1,10,CreditDefault,LogisticRegression,closest,0.04192559699781604
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,CreditDefault,LogisticRegression,closest,0.0443764857070458
Encoded,encoded,MLP,KMeans,3,10,CreditDefault,LogisticRegression,closest,0.059592388353263484
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,LogisticRegression,closest,-0.0391529810674162
Original,original,,KMeans,4,10,CreditDefault,LogisticRegression,closest,0.10405560315181069
Decoded,decoded,GNN,KMeans,2,10,CreditDefault,LogisticRegression,closest,0.07610394820991165
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,CreditDefault,LogisticRegression,closest,0.09923708566119246
Encoded,encoded,GNN,KMeans,1,10,CreditDefault,LogisticRegression,closest,0.049559114548767436
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,LogisticRegression,closest,-0.027558583615894
Original,original,,KMeans,4,10,CreditDefault,LogisticRegression,closest,0.10405560315181069
Decoded,decoded,MLP,Agglo,4,10,CreditDefault,MLPClassifier,centroid,0.1661727148690319
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,CreditDefault,MLPClassifier,centroid,0.1023162067357841
Encoded,encoded,MLP,Agglo,0,10,CreditDefault,MLPClassifier,centroid,0.0135276868847765
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,CreditDefault,MLPClassifier,centroid,0.0269953998582045
Original,original,,Agglo,3,10,CreditDefault,MLPClassifier,centroid,0.1129737135774509
Decoded,decoded,GNN,Agglo,4,10,CreditDefault,MLPClassifier,centroid,0.145665921038634
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,CreditDefault,MLPClassifier,centroid,0.1428535729814673
Encoded,encoded,GNN,Agglo,0,10,CreditDefault,MLPClassifier,centroid,0.0490757948863672
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,CreditDefault,MLPClassifier,centroid,0.059698316946414
Original,original,,Agglo,2,10,CreditDefault,MLPClassifier,centroid,0.1129737135774509
Decoded,decoded,MLP,Agglo,2,10,CreditDefault,MLPClassifier,closest,0.0795982319119753
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,CreditDefault,MLPClassifier,closest,0.0981587295240857
Encoded,encoded,MLP,Agglo,1,10,CreditDefault,MLPClassifier,closest,0.061119841440402
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,MLPClassifier,closest,0.0454923536832906
Original,original,,Agglo,4,10,CreditDefault,MLPClassifier,closest,0.1848988547124857
Decoded,decoded,GNN,Agglo,1,10,CreditDefault,MLPClassifier,closest,0.1320832580684546
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,MLPClassifier,closest,0.2261801830489451
Encoded,encoded,GNN,Agglo,0,10,CreditDefault,MLPClassifier,closest,0.1166035631643092
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,CreditDefault,MLPClassifier,closest,0.1563084344024635
Original,original,,Agglo,3,10,CreditDefault,MLPClassifier,closest,0.1848988547124857
Decoded,decoded,MLP,KIP,4,10,CreditDefault,MLPClassifier,centroid,0.230255553120107
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,CreditDefault,MLPClassifier,centroid,0.21475715206742202
Encoded,encoded,MLP,KIP,2,10,CreditDefault,MLPClassifier,centroid,0.20835293790058462
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,CreditDefault,MLPClassifier,centroid,0.1352140390358765
Original,original,,KIP,1,10,CreditDefault,MLPClassifier,centroid,0.1442438253645379
Decoded,decoded,GNN,KIP,3,10,CreditDefault,MLPClassifier,centroid,0.22106340884572345
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,CreditDefault,MLPClassifier,centroid,0.22443051558286423
Encoded,encoded,GNN,KIP,2,10,CreditDefault,MLPClassifier,centroid,0.17653349364455032
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,CreditDefault,MLPClassifier,centroid,0.15223320712632857
Original,original,,KIP,0,10,CreditDefault,MLPClassifier,centroid,0.1442438253645379
Decoded,decoded,MLP,KMeans,3,10,CreditDefault,MLPClassifier,centroid,0.11185163025512465
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,CreditDefault,MLPClassifier,centroid,0.12287726267644997
Encoded,encoded,MLP,KMeans,0,10,CreditDefault,MLPClassifier,centroid,0.020199070547169098
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,CreditDefault,MLPClassifier,centroid,0.02755258605363804
Original,original,,KMeans,2,10,CreditDefault,MLPClassifier,centroid,0.05982097787462452
Decoded,decoded,GNN,KMeans,3,10,CreditDefault,MLPClassifier,centroid,0.131792670188468
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,CreditDefault,MLPClassifier,centroid,0.1385844300586387
Encoded,encoded,GNN,KMeans,1,10,CreditDefault,MLPClassifier,centroid,0.04764141883994742
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,MLPClassifier,centroid,0.030698360498897202
Original,original,,KMeans,2,10,CreditDefault,MLPClassifier,centroid,0.05982097787462452
Decoded,decoded,MLP,KMeans,1,10,CreditDefault,MLPClassifier,closest,0.09879845124513692
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,CreditDefault,MLPClassifier,closest,0.10510056696765471
Encoded,encoded,MLP,KMeans,3,10,CreditDefault,MLPClassifier,closest,0.12631790885250632
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,MLPClassifier,closest,0.04376910329720848
Original,original,,KMeans,4,10,CreditDefault,MLPClassifier,closest,0.1541940684373725
Decoded,decoded,GNN,KMeans,1,10,CreditDefault,MLPClassifier,closest,0.12904200958297413
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,CreditDefault,MLPClassifier,closest,0.15629900993068008
Encoded,encoded,GNN,KMeans,2,10,CreditDefault,MLPClassifier,closest,0.13018708290465075
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,CreditDefault,MLPClassifier,closest,0.11338938990110714
Original,original,,KMeans,3,10,CreditDefault,MLPClassifier,closest,0.1541940684373725
Decoded,decoded,MLP,Agglo,3,10,CreditDefault,XGBClassifier,centroid,0.1172572852406775
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,CreditDefault,XGBClassifier,centroid,0.1280462231448629
Encoded,encoded,MLP,Agglo,1,10,CreditDefault,XGBClassifier,centroid,0.0847174763639904
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,XGBClassifier,centroid,0.0217443291385638
Original,original,,Agglo,2,10,CreditDefault,XGBClassifier,centroid,0.1066079064604971
Decoded,decoded,GNN,Agglo,0,10,CreditDefault,XGBClassifier,centroid,0.1035208877123278
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,XGBClassifier,centroid,0.1577752240396404
Encoded,encoded,GNN,Agglo,3,10,CreditDefault,XGBClassifier,centroid,0.1381613521534625
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,CreditDefault,XGBClassifier,centroid,0.1316413243288621
Original,original,,Agglo,1,10,CreditDefault,XGBClassifier,centroid,0.1066079064604971
Decoded,decoded,MLP,Agglo,3,10,CreditDefault,XGBClassifier,closest,0.0862170100766047
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,CreditDefault,XGBClassifier,closest,0.0739605207590561
Encoded,encoded,MLP,Agglo,2,10,CreditDefault,XGBClassifier,closest,0.0854225406883897
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,CreditDefault,XGBClassifier,closest,0.0347022484283243
Original,original,,Agglo,4,10,CreditDefault,XGBClassifier,closest,0.1599529278704657
Decoded,decoded,GNN,Agglo,2,10,CreditDefault,XGBClassifier,closest,0.1807930301847486
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,CreditDefault,XGBClassifier,closest,0.2723888814990394
Encoded,encoded,GNN,Agglo,1,10,CreditDefault,XGBClassifier,closest,0.1628698589362542
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,CreditDefault,XGBClassifier,closest,0.1872839831918479
Original,original,,Agglo,0,10,CreditDefault,XGBClassifier,closest,0.1599529278704657
Decoded,decoded,MLP,KIP,4,10,CreditDefault,XGBClassifier,centroid,0.28135657283496174
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,CreditDefault,XGBClassifier,centroid,0.2375550695215229
Encoded,encoded,MLP,KIP,2,10,CreditDefault,XGBClassifier,centroid,0.26304496202465383
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,CreditDefault,XGBClassifier,centroid,0.14705461195658243
Original,original,,KIP,3,10,CreditDefault,XGBClassifier,centroid,0.2805020639486072
Decoded,decoded,GNN,KIP,3,10,CreditDefault,XGBClassifier,centroid,0.23139789541933506
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,CreditDefault,XGBClassifier,centroid,0.19060476347272512
Encoded,encoded,GNN,KIP,2,10,CreditDefault,XGBClassifier,centroid,0.19457870952876247
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,CreditDefault,XGBClassifier,centroid,0.15326804583063466
Original,original,,KIP,4,10,CreditDefault,XGBClassifier,centroid,0.2805020639486072
Decoded,decoded,MLP,KMeans,3,10,CreditDefault,XGBClassifier,centroid,0.14008217997166642
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,CreditDefault,XGBClassifier,centroid,0.12771825920345162
Encoded,encoded,MLP,KMeans,1,10,CreditDefault,XGBClassifier,centroid,0.08306181088139561
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,XGBClassifier,centroid,0.038510904146868356
Original,original,,KMeans,4,10,CreditDefault,XGBClassifier,centroid,0.18490028427902802
Decoded,decoded,GNN,KMeans,0,10,CreditDefault,XGBClassifier,centroid,0.1131221193215971
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,CreditDefault,XGBClassifier,centroid,0.1334474519920246
Encoded,encoded,GNN,KMeans,3,10,CreditDefault,XGBClassifier,centroid,0.16435659972916797
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,CreditDefault,XGBClassifier,centroid,0.12445679155027636
Original,original,,KMeans,4,10,CreditDefault,XGBClassifier,centroid,0.18490028427902802
Decoded,decoded,MLP,KMeans,2,10,CreditDefault,XGBClassifier,closest,0.09209303069355781
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,CreditDefault,XGBClassifier,closest,0.08212298502428819
Encoded,encoded,MLP,KMeans,3,10,CreditDefault,XGBClassifier,closest,0.13848030290144853
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,CreditDefault,XGBClassifier,closest,0.05978901858680384
Original,original,,KMeans,4,10,CreditDefault,XGBClassifier,closest,0.153682652728199
Decoded,decoded,GNN,KMeans,0,10,CreditDefault,XGBClassifier,closest,0.12705520799034117
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,CreditDefault,XGBClassifier,closest,0.1684795542248979
Encoded,encoded,GNN,KMeans,4,10,CreditDefault,XGBClassifier,closest,0.17001179710720088
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,CreditDefault,XGBClassifier,closest,0.1321206226953663
Original,original,,KMeans,2,10,CreditDefault,XGBClassifier,closest,0.153682652728199
Decoded,decoded,MLP,Agglo,4,10,Diabetes,GaussianNB,centroid,0.1200131341323264
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Diabetes,GaussianNB,centroid,0.0581185355442456
Encoded,encoded,MLP,Agglo,2,10,Diabetes,GaussianNB,centroid,0.0728944344114269
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,GaussianNB,centroid,0.0536857658840913
Original,original,,Agglo,3,10,Diabetes,GaussianNB,centroid,0.0968642259070759
Decoded,decoded,GNN,Agglo,2,10,Diabetes,GaussianNB,centroid,0.0811032671154162
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,GaussianNB,centroid,0.1413560991626991
Encoded,encoded,GNN,Agglo,1,10,Diabetes,GaussianNB,centroid,0.035133803973075
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Diabetes,GaussianNB,centroid,0.0247906747660483
Original,original,,Agglo,3,10,Diabetes,GaussianNB,centroid,0.0968642259070759
Decoded,decoded,MLP,Agglo,2,10,Diabetes,GaussianNB,closest,0.1150878345099327
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,Diabetes,GaussianNB,closest,0.0443276966015434
Encoded,encoded,MLP,Agglo,3,10,Diabetes,GaussianNB,closest,0.1342965030372681
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,Diabetes,GaussianNB,closest,0.1600722377277951
Original,original,,Agglo,1,10,Diabetes,GaussianNB,closest,0.1060581185355443
Decoded,decoded,GNN,Agglo,2,10,Diabetes,GaussianNB,closest,0.0523723526514531
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,GaussianNB,closest,0.1420128057790182
Encoded,encoded,GNN,Agglo,1,10,Diabetes,GaussianNB,closest,0.0371039238220325
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Diabetes,GaussianNB,closest,0.0216713183385322
Original,original,,Agglo,3,10,Diabetes,GaussianNB,closest,0.1060581185355443
Decoded,decoded,MLP,KIP,2,10,Diabetes,GaussianNB,centroid,0.10720735511410273
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Diabetes,GaussianNB,centroid,0.1022492201608931
Encoded,encoded,MLP,KIP,3,10,Diabetes,GaussianNB,centroid,0.11272369069118375
Encoded-FT,encoded,MLP-MultiHead,KIP,4,10,Diabetes,GaussianNB,centroid,0.11873255623050402
Original,original,,KIP,0,10,Diabetes,GaussianNB,centroid,0.09699556723033986
Decoded,decoded,GNN,KIP,3,10,Diabetes,GaussianNB,centroid,0.10927598095550814
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Diabetes,GaussianNB,centroid,0.12303398456739453
Encoded,encoded,GNN,KIP,2,10,Diabetes,GaussianNB,centroid,0.10523723526514528
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Diabetes,GaussianNB,centroid,0.07676900344770972
Original,original,,KIP,1,10,Diabetes,GaussianNB,centroid,0.09699556723033986
Decoded,decoded,MLP,KMeans,3,10,Diabetes,GaussianNB,centroid,0.09331801017895255
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Diabetes,GaussianNB,centroid,0.1074043670989985
Encoded,encoded,MLP,KMeans,2,10,Diabetes,GaussianNB,centroid,0.0849121654900673
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Diabetes,GaussianNB,centroid,0.05529469709407327
Original,original,,KMeans,0,10,Diabetes,GaussianNB,centroid,0.04193071745197828
Decoded,decoded,GNN,KMeans,3,10,Diabetes,GaussianNB,centroid,0.0776227220489246
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Diabetes,GaussianNB,centroid,0.11055655885733054
Encoded,encoded,GNN,KMeans,2,10,Diabetes,GaussianNB,centroid,0.043441142669512364
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Diabetes,GaussianNB,centroid,0.01434903956657364
Original,original,,KMeans,1,10,Diabetes,GaussianNB,centroid,0.04193071745197828
Decoded,decoded,MLP,KMeans,3,10,Diabetes,GaussianNB,closest,0.09686422590707602
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Diabetes,GaussianNB,closest,0.08855688721063863
Encoded,encoded,MLP,KMeans,2,10,Diabetes,GaussianNB,closest,0.09633886061402071
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,10,Diabetes,GaussianNB,closest,0.10139550155967822
Original,original,,KMeans,0,10,Diabetes,GaussianNB,closest,0.060942373994417987
Decoded,decoded,GNN,KMeans,3,10,Diabetes,GaussianNB,closest,0.08120177310786408
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Diabetes,GaussianNB,closest,0.09443441142669509
Encoded,encoded,GNN,KMeans,1,10,Diabetes,GaussianNB,closest,0.05644393367263175
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Diabetes,GaussianNB,closest,0.0260712526678706
Original,original,,KMeans,2,10,Diabetes,GaussianNB,closest,0.060942373994417987
Decoded,decoded,MLP,Agglo,4,10,Diabetes,KNeighborsClassifier,centroid,0.1138482023968043
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Diabetes,KNeighborsClassifier,centroid,0.0702396804260986
Encoded,encoded,MLP,Agglo,1,10,Diabetes,KNeighborsClassifier,centroid,0.0431091877496672
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,KNeighborsClassifier,centroid,0.0319573901464715
Original,original,,Agglo,2,10,Diabetes,KNeighborsClassifier,centroid,0.0694074567243677
Decoded,decoded,GNN,Agglo,3,10,Diabetes,KNeighborsClassifier,centroid,0.0778961384820239
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,KNeighborsClassifier,centroid,0.0950399467376831
Encoded,encoded,GNN,Agglo,0,10,Diabetes,KNeighborsClassifier,centroid,0.0198069241011984
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Diabetes,KNeighborsClassifier,centroid,0.029960053262317
Original,original,,Agglo,2,10,Diabetes,KNeighborsClassifier,centroid,0.0694074567243677
Decoded,decoded,MLP,Agglo,1,10,Diabetes,KNeighborsClassifier,closest,0.0813914780292943
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Diabetes,KNeighborsClassifier,closest,0.0920439414114514
Encoded,encoded,MLP,Agglo,3,10,Diabetes,KNeighborsClassifier,closest,0.1043608521970707
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,KNeighborsClassifier,closest,0.0684087882822903
Original,original,,Agglo,4,10,Diabetes,KNeighborsClassifier,closest,0.1311584553928096
Decoded,decoded,GNN,Agglo,1,10,Diabetes,KNeighborsClassifier,closest,0.0442743009320904
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Diabetes,KNeighborsClassifier,closest,0.1133488681757656
Encoded,encoded,GNN,Agglo,2,10,Diabetes,KNeighborsClassifier,closest,0.0442743009320906
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Diabetes,KNeighborsClassifier,closest,0.0436085219707058
Original,original,,Agglo,4,10,Diabetes,KNeighborsClassifier,closest,0.1311584553928096
Decoded,decoded,MLP,KIP,4,10,Diabetes,KNeighborsClassifier,centroid,0.10296271637816246
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Diabetes,KNeighborsClassifier,centroid,0.09344207723035958
Encoded,encoded,MLP,KIP,3,10,Diabetes,KNeighborsClassifier,centroid,0.10296271637816246
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,Diabetes,KNeighborsClassifier,centroid,0.1005326231691079
Original,original,,KIP,0,10,Diabetes,KNeighborsClassifier,centroid,0.09297603195739022
Decoded,decoded,GNN,KIP,4,10,Diabetes,KNeighborsClassifier,centroid,0.10459387483355527
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,Diabetes,KNeighborsClassifier,centroid,0.09231025299600534
Encoded,encoded,GNN,KIP,3,10,Diabetes,KNeighborsClassifier,centroid,0.1040945406125167
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Diabetes,KNeighborsClassifier,centroid,0.08075898801597871
Original,original,,KIP,2,10,Diabetes,KNeighborsClassifier,centroid,0.09297603195739022
Decoded,decoded,MLP,KMeans,3,10,Diabetes,KNeighborsClassifier,centroid,0.07456724367509991
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Diabetes,KNeighborsClassifier,centroid,0.0953395472703063
Encoded,encoded,MLP,KMeans,2,10,Diabetes,KNeighborsClassifier,centroid,0.05928761651131832
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Diabetes,KNeighborsClassifier,centroid,0.025532623169107906
Original,original,,KMeans,1,10,Diabetes,KNeighborsClassifier,centroid,0.035719041278295706
Decoded,decoded,GNN,KMeans,3,10,Diabetes,KNeighborsClassifier,centroid,0.0847869507323569
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Diabetes,KNeighborsClassifier,centroid,0.09933422103861526
Encoded,encoded,GNN,KMeans,2,10,Diabetes,KNeighborsClassifier,centroid,0.0496338215712384
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Diabetes,KNeighborsClassifier,centroid,0.01834221038615184
Original,original,,KMeans,1,10,Diabetes,KNeighborsClassifier,centroid,0.035719041278295706
Decoded,decoded,MLP,KMeans,3,10,Diabetes,KNeighborsClassifier,closest,0.08884820239680434
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Diabetes,KNeighborsClassifier,closest,0.09653794940079899
Encoded,encoded,MLP,KMeans,2,10,Diabetes,KNeighborsClassifier,closest,0.08585219707057269
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Diabetes,KNeighborsClassifier,closest,0.06478029294274305
Original,original,,KMeans,1,10,Diabetes,KNeighborsClassifier,closest,0.08338881491344881
Decoded,decoded,GNN,KMeans,3,10,Diabetes,KNeighborsClassifier,closest,0.08192410119840214
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Diabetes,KNeighborsClassifier,closest,0.07919440745672439
Encoded,encoded,GNN,KMeans,1,10,Diabetes,KNeighborsClassifier,closest,0.06015312916111857
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Diabetes,KNeighborsClassifier,closest,0.021404793608522082
Original,original,,KMeans,4,10,Diabetes,KNeighborsClassifier,closest,0.08338881491344881
Decoded,decoded,MLP,Agglo,4,10,Diabetes,LogisticRegression,centroid,0.1784653852164401
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Diabetes,LogisticRegression,centroid,0.1367401156430693
Encoded,encoded,MLP,Agglo,2,10,Diabetes,LogisticRegression,centroid,0.0884513205188312
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,LogisticRegression,centroid,0.0621972183153617
Original,original,,Agglo,1,10,Diabetes,LogisticRegression,centroid,0.0884513205188312
Decoded,decoded,GNN,Agglo,1,10,Diabetes,LogisticRegression,centroid,0.0892326926082199
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,LogisticRegression,centroid,0.1754961712767619
Encoded,encoded,GNN,Agglo,2,10,Diabetes,LogisticRegression,centroid,0.1120487576183778
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,Diabetes,LogisticRegression,centroid,0.1132989529614002
Original,original,,Agglo,0,10,Diabetes,LogisticRegression,centroid,0.0884513205188312
Decoded,decoded,MLP,Agglo,1,10,Diabetes,LogisticRegression,closest,0.1475230504766369
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Diabetes,LogisticRegression,closest,0.16502578527895
Encoded,encoded,MLP,Agglo,3,10,Diabetes,LogisticRegression,closest,0.1637755899359275
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Diabetes,LogisticRegression,closest,0.1487732458196592
Original,original,,Agglo,0,10,Diabetes,LogisticRegression,closest,0.1426785435224255
Decoded,decoded,GNN,Agglo,1,10,Diabetes,LogisticRegression,closest,0.0853258321612751
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,LogisticRegression,closest,0.1779965619628067
Encoded,encoded,GNN,Agglo,2,10,Diabetes,LogisticRegression,closest,0.0936083763087983
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Diabetes,LogisticRegression,closest,0.062040943897484
Original,original,,Agglo,3,10,Diabetes,LogisticRegression,closest,0.1426785435224255
Decoded,decoded,MLP,KIP,4,10,Diabetes,LogisticRegression,centroid,0.16461947179246755
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Diabetes,LogisticRegression,centroid,0.1515236755743085
Encoded,encoded,MLP,KIP,0,10,Diabetes,LogisticRegression,centroid,0.14492889513986557
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,Diabetes,LogisticRegression,centroid,0.15142991092358182
Original,original,,KIP,1,10,Diabetes,LogisticRegression,centroid,0.14780434442881699
Decoded,decoded,GNN,KIP,4,10,Diabetes,LogisticRegression,centroid,0.15633692764494453
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,Diabetes,LogisticRegression,centroid,0.1470229723394281
Encoded,encoded,GNN,KIP,2,10,Diabetes,LogisticRegression,centroid,0.14933583372401943
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,Diabetes,LogisticRegression,centroid,0.15446163463041104
Original,original,,KIP,1,10,Diabetes,LogisticRegression,centroid,0.14780434442881699
Decoded,decoded,MLP,KMeans,3,10,Diabetes,LogisticRegression,centroid,0.1257383966244726
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Diabetes,LogisticRegression,centroid,0.1270198468510705
Encoded,encoded,MLP,KMeans,2,10,Diabetes,LogisticRegression,centroid,0.07801218940459444
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Diabetes,LogisticRegression,centroid,0.05488357555868104
Original,original,,KMeans,1,10,Diabetes,LogisticRegression,centroid,0.06529145178934208
Decoded,decoded,GNN,KMeans,4,10,Diabetes,LogisticRegression,centroid,0.1281450226597906
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Diabetes,LogisticRegression,centroid,0.1217690264103766
Encoded,encoded,GNN,KMeans,1,10,Diabetes,LogisticRegression,centroid,0.08623222378496649
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,Diabetes,LogisticRegression,centroid,0.1223941240818878
Original,original,,KMeans,0,10,Diabetes,LogisticRegression,centroid,0.06529145178934208
Decoded,decoded,MLP,KMeans,2,10,Diabetes,LogisticRegression,closest,0.13427097984060016
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Diabetes,LogisticRegression,closest,0.13839662447257386
Encoded,encoded,MLP,KMeans,4,10,Diabetes,LogisticRegression,closest,0.14155336771370527
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Diabetes,LogisticRegression,closest,0.12439443663072355
Original,original,,KMeans,0,10,Diabetes,LogisticRegression,closest,0.11189248320050005
Decoded,decoded,GNN,KMeans,3,10,Diabetes,LogisticRegression,closest,0.12489451476793252
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Diabetes,LogisticRegression,closest,0.11939365525863414
Encoded,encoded,GNN,KMeans,4,10,Diabetes,LogisticRegression,closest,0.142209720268792
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Diabetes,LogisticRegression,closest,0.11561181434599162
Original,original,,KMeans,0,10,Diabetes,LogisticRegression,closest,0.11189248320050005
Decoded,decoded,MLP,Agglo,4,10,Diabetes,MLPClassifier,centroid,0.1795867640205065
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Diabetes,MLPClassifier,centroid,0.1337579617834396
Encoded,encoded,MLP,Agglo,1,10,Diabetes,MLPClassifier,centroid,0.0748796022992077
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,MLPClassifier,centroid,0.0737921391952773
Original,original,,Agglo,2,10,Diabetes,MLPClassifier,centroid,0.1185334783284138
Decoded,decoded,GNN,Agglo,1,10,Diabetes,MLPClassifier,centroid,0.1101444772409507
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,MLPClassifier,centroid,0.1587696131738387
Encoded,encoded,GNN,Agglo,0,10,Diabetes,MLPClassifier,centroid,0.0938325306819949
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,Diabetes,MLPClassifier,centroid,0.1524001864222464
Original,original,,Agglo,2,10,Diabetes,MLPClassifier,centroid,0.1185334783284138
Decoded,decoded,MLP,Agglo,4,10,Diabetes,MLPClassifier,closest,0.1547304645020973
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Diabetes,MLPClassifier,closest,0.1441665372067733
Encoded,encoded,MLP,Agglo,3,10,Diabetes,MLPClassifier,closest,0.1544197607581173
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,MLPClassifier,closest,0.1404380922790119
Original,original,,Agglo,2,10,Diabetes,MLPClassifier,closest,0.1541090570141371
Decoded,decoded,GNN,Agglo,2,10,Diabetes,MLPClassifier,closest,0.1163585521205532
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,MLPClassifier,closest,0.1670032623893118
Encoded,encoded,GNN,Agglo,1,10,Diabetes,MLPClassifier,closest,0.1062606804411994
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Diabetes,MLPClassifier,closest,0.0998912536896071
Original,original,,Agglo,3,10,Diabetes,MLPClassifier,closest,0.1541090570141371
Decoded,decoded,MLP,KIP,1,10,Diabetes,MLPClassifier,centroid,0.16336802858474453
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Diabetes,MLPClassifier,centroid,0.1657915177877894
Encoded,encoded,MLP,KIP,3,10,Diabetes,MLPClassifier,centroid,0.16529439179742123
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,Diabetes,MLPClassifier,centroid,0.16343016933354051
Original,original,,KIP,0,10,Diabetes,MLPClassifier,centroid,0.14012738853503187
Decoded,decoded,GNN,KIP,4,10,Diabetes,MLPClassifier,centroid,0.16190772098803802
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Diabetes,MLPClassifier,centroid,0.15364300139816683
Encoded,encoded,GNN,KIP,3,10,Diabetes,MLPClassifier,centroid,0.16134845424887373
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Diabetes,MLPClassifier,centroid,0.1440733260835794
Original,original,,KIP,0,10,Diabetes,MLPClassifier,centroid,0.14012738853503187
Decoded,decoded,MLP,KMeans,3,10,Diabetes,MLPClassifier,centroid,0.12943917974211588
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Diabetes,MLPClassifier,centroid,0.13189373931955886
Encoded,encoded,MLP,KMeans,1,10,Diabetes,MLPClassifier,centroid,0.07783128786701883
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Diabetes,MLPClassifier,centroid,0.06906944228677962
Original,original,,KMeans,2,10,Diabetes,MLPClassifier,centroid,0.08451141836259132
Decoded,decoded,GNN,KMeans,3,10,Diabetes,MLPClassifier,centroid,0.13276370980270313
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Diabetes,MLPClassifier,centroid,0.13764175858319103
Encoded,encoded,GNN,KMeans,1,10,Diabetes,MLPClassifier,centroid,0.1127854590647818
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,Diabetes,MLPClassifier,centroid,0.11477396302625453
Original,original,,KMeans,0,10,Diabetes,MLPClassifier,centroid,0.08451141836259132
Decoded,decoded,MLP,KMeans,3,10,Diabetes,MLPClassifier,closest,0.14904458598726117
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Diabetes,MLPClassifier,closest,0.1441976075811713
Encoded,encoded,MLP,KMeans,4,10,Diabetes,MLPClassifier,closest,0.15650147584278393
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Diabetes,MLPClassifier,closest,0.129594531614106
Original,original,,KMeans,0,10,Diabetes,MLPClassifier,closest,0.12238620475376727
Decoded,decoded,GNN,KMeans,2,10,Diabetes,MLPClassifier,closest,0.12474755320801612
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Diabetes,MLPClassifier,closest,0.13257728755631507
Encoded,encoded,GNN,KMeans,3,10,Diabetes,MLPClassifier,closest,0.1278235202734194
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Diabetes,MLPClassifier,closest,0.12471648283361822
Original,original,,KMeans,0,10,Diabetes,MLPClassifier,closest,0.12238620475376727
Decoded,decoded,MLP,Agglo,4,10,Diabetes,XGBClassifier,centroid,0.1666666666666666
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Diabetes,XGBClassifier,centroid,0.1460885956644673
Encoded,encoded,MLP,Agglo,1,10,Diabetes,XGBClassifier,centroid,0.1036757775683317
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Diabetes,XGBClassifier,centroid,0.0914231856738925
Original,original,,Agglo,3,10,Diabetes,XGBClassifier,centroid,0.1606974552309141
Decoded,decoded,GNN,Agglo,4,10,Diabetes,XGBClassifier,centroid,0.1614828777882501
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,Diabetes,XGBClassifier,centroid,0.1120012566760917
Encoded,encoded,GNN,Agglo,1,10,Diabetes,XGBClassifier,centroid,0.1157712849513037
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,Diabetes,XGBClassifier,centroid,0.1201696512723844
Original,original,,Agglo,3,10,Diabetes,XGBClassifier,centroid,0.1606974552309141
Decoded,decoded,MLP,Agglo,0,10,Diabetes,XGBClassifier,closest,0.1251963556393338
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Diabetes,XGBClassifier,closest,0.1820609487904492
Encoded,encoded,MLP,Agglo,2,10,Diabetes,XGBClassifier,closest,0.1418473138548538
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,Diabetes,XGBClassifier,closest,0.1595978636506439
Original,original,,Agglo,1,10,Diabetes,XGBClassifier,closest,0.1286522148916116
Decoded,decoded,GNN,Agglo,3,10,Diabetes,XGBClassifier,closest,0.1528432296575556
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Diabetes,XGBClassifier,closest,0.1632108074143888
Encoded,encoded,GNN,Agglo,2,10,Diabetes,XGBClassifier,closest,0.1385485391140433
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Diabetes,XGBClassifier,closest,0.0775997486647817
Original,original,,Agglo,1,10,Diabetes,XGBClassifier,closest,0.1286522148916116
Decoded,decoded,MLP,KIP,2,10,Diabetes,XGBClassifier,centroid,0.14637134778510827
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,Diabetes,XGBClassifier,centroid,0.12346842601319499
Encoded,encoded,MLP,KIP,3,10,Diabetes,XGBClassifier,centroid,0.1593465284322965
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Diabetes,XGBClassifier,centroid,0.1407477222745836
Original,original,,KIP,4,10,Diabetes,XGBClassifier,centroid,0.16943135406848875
Decoded,decoded,GNN,KIP,3,10,Diabetes,XGBClassifier,centroid,0.1641218975808984
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,Diabetes,XGBClassifier,centroid,0.14633993088281488
Encoded,encoded,GNN,KIP,2,10,Diabetes,XGBClassifier,centroid,0.1530631479736097
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Diabetes,XGBClassifier,centroid,0.15243480992774106
Original,original,,KIP,4,10,Diabetes,XGBClassifier,centroid,0.16943135406848875
Decoded,decoded,MLP,KMeans,2,10,Diabetes,XGBClassifier,centroid,0.12833804586867728
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Diabetes,XGBClassifier,centroid,0.1385171222117498
Encoded,encoded,MLP,KMeans,1,10,Diabetes,XGBClassifier,centroid,0.10232485076971401
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Diabetes,XGBClassifier,centroid,0.09701539428212368
Original,original,,KMeans,4,10,Diabetes,XGBClassifier,centroid,0.15931511153000308
Decoded,decoded,GNN,KMeans,3,10,Diabetes,XGBClassifier,centroid,0.14784794219289968
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Diabetes,XGBClassifier,centroid,0.12082940622054654
Encoded,encoded,GNN,KMeans,1,10,Diabetes,XGBClassifier,centroid,0.11379202010681735
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Diabetes,XGBClassifier,centroid,0.11178133836003763
Original,original,,KMeans,4,10,Diabetes,XGBClassifier,centroid,0.15931511153000308
Decoded,decoded,MLP,KMeans,0,10,Diabetes,XGBClassifier,closest,0.12475651900722581
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Diabetes,XGBClassifier,closest,0.1582469368520263
Encoded,encoded,MLP,KMeans,2,10,Diabetes,XGBClassifier,closest,0.14156456173421286
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,Diabetes,XGBClassifier,closest,0.14979579013509256
Original,original,,KMeans,1,10,Diabetes,XGBClassifier,closest,0.1343386742067231
Decoded,decoded,GNN,KMeans,4,10,Diabetes,XGBClassifier,closest,0.14652843229657558
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Diabetes,XGBClassifier,closest,0.12667295004712528
Encoded,encoded,GNN,KMeans,1,10,Diabetes,XGBClassifier,closest,0.10530945648759027
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Diabetes,XGBClassifier,closest,0.10213634935595342
Original,original,,KMeans,3,10,Diabetes,XGBClassifier,closest,0.1343386742067231
Decoded,decoded,MLP,Agglo,4,10,Electricity,GaussianNB,centroid,0.2309309065644975
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Electricity,GaussianNB,centroid,0.1744583890115853
Encoded,encoded,MLP,Agglo,3,10,Electricity,GaussianNB,centroid,0.208717185752791
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Electricity,GaussianNB,centroid,0.1908061154371809
Original,original,,Agglo,0,10,Electricity,GaussianNB,centroid,0.0867026388321893
Decoded,decoded,GNN,Agglo,4,10,Electricity,GaussianNB,centroid,0.1662247482751362
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Electricity,GaussianNB,centroid,0.1360525661863334
Encoded,encoded,GNN,Agglo,3,10,Electricity,GaussianNB,centroid,0.1402245048544673
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,Electricity,GaussianNB,centroid,0.1368962977237631
Original,original,,Agglo,0,10,Electricity,GaussianNB,centroid,0.0867026388321893
Decoded,decoded,MLP,Agglo,2,10,Electricity,GaussianNB,closest,0.1771786783779054
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Electricity,GaussianNB,closest,0.163495837760124
Encoded,encoded,MLP,Agglo,4,10,Electricity,GaussianNB,closest,0.2135148549998859
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,Electricity,GaussianNB,closest,0.1927849860159896
Original,original,,Agglo,0,10,Electricity,GaussianNB,closest,0.0888802395665083
Decoded,decoded,GNN,Agglo,1,10,Electricity,GaussianNB,closest,0.1302280927737025
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Electricity,GaussianNB,closest,0.1425712322410676
Encoded,encoded,GNN,Agglo,3,10,Electricity,GaussianNB,closest,0.1571889603655366
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,Electricity,GaussianNB,closest,0.1748389239792179
Original,original,,Agglo,0,10,Electricity,GaussianNB,closest,0.0888802395665083
Decoded,decoded,MLP,KIP,2,10,Electricity,GaussianNB,centroid,0.22226185978462337
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,Electricity,GaussianNB,centroid,0.1951292538395807
Encoded,encoded,MLP,KIP,3,10,Electricity,GaussianNB,centroid,0.23401040623359762
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Electricity,GaussianNB,centroid,0.21008868372808895
Original,original,,KIP,4,10,Electricity,GaussianNB,centroid,0.2694996944563478
Decoded,decoded,GNN,KIP,3,10,Electricity,GaussianNB,centroid,0.2352955152277377
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Electricity,GaussianNB,centroid,0.23493917018908203
Encoded,encoded,GNN,KIP,1,10,Electricity,GaussianNB,centroid,0.2227603143169387
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Electricity,GaussianNB,centroid,0.19489764921560218
Original,original,,KIP,4,10,Electricity,GaussianNB,centroid,0.2694996944563478
Decoded,decoded,MLP,KMeans,4,10,Electricity,GaussianNB,centroid,0.20940192048765266
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Electricity,GaussianNB,centroid,0.1849668466120152
Encoded,encoded,MLP,KMeans,2,10,Electricity,GaussianNB,centroid,0.14613071436359432
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Electricity,GaussianNB,centroid,0.09597205987134191
Original,original,,KMeans,1,10,Electricity,GaussianNB,centroid,0.10953646111988713
Decoded,decoded,GNN,KMeans,3,10,Electricity,GaussianNB,centroid,0.14091045669267374
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Electricity,GaussianNB,centroid,0.14251764165941894
Encoded,encoded,GNN,KMeans,2,10,Electricity,GaussianNB,centroid,0.11223405658009175
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,GaussianNB,centroid,0.09722883317823708
Original,original,,KMeans,1,10,Electricity,GaussianNB,centroid,0.10953646111988713
Decoded,decoded,MLP,KMeans,3,10,Electricity,GaussianNB,closest,0.1471956544339328
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,Electricity,GaussianNB,closest,0.09680184543294648
Encoded,encoded,MLP,KMeans,4,10,Electricity,GaussianNB,closest,0.17832669842968304
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,Electricity,GaussianNB,closest,0.1371142860040722
Original,original,,KMeans,1,10,Electricity,GaussianNB,closest,0.11092657063383185
Decoded,decoded,GNN,KMeans,2,10,Electricity,GaussianNB,closest,0.13223594562590807
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Electricity,GaussianNB,closest,0.12112694895012152
Encoded,encoded,GNN,KMeans,4,10,Electricity,GaussianNB,closest,0.1858239282517578
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,Electricity,GaussianNB,closest,0.14432372159775236
Original,original,,KMeans,0,10,Electricity,GaussianNB,closest,0.11092657063383185
Decoded,decoded,MLP,Agglo,3,10,Electricity,KNeighborsClassifier,centroid,0.2903159194012126
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Electricity,KNeighborsClassifier,centroid,0.3054053112621486
Encoded,encoded,MLP,Agglo,2,10,Electricity,KNeighborsClassifier,centroid,0.2666880805445436
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Electricity,KNeighborsClassifier,centroid,0.2383186985963895
Original,original,,Agglo,1,10,Electricity,KNeighborsClassifier,centroid,0.2632119061870064
Decoded,decoded,GNN,Agglo,3,10,Electricity,KNeighborsClassifier,centroid,0.3420421872893567
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Electricity,KNeighborsClassifier,centroid,0.3475363360092703
Encoded,encoded,GNN,Agglo,2,10,Electricity,KNeighborsClassifier,centroid,0.3010274141067288
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Electricity,KNeighborsClassifier,centroid,0.2614917407222557
Original,original,,Agglo,1,10,Electricity,KNeighborsClassifier,centroid,0.2632119061870064
Decoded,decoded,MLP,Agglo,2,10,Electricity,KNeighborsClassifier,closest,0.2942970393807064
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Electricity,KNeighborsClassifier,closest,0.3165903221148898
Encoded,encoded,MLP,Agglo,1,10,Electricity,KNeighborsClassifier,closest,0.29272237483451
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Electricity,KNeighborsClassifier,closest,0.2862656120331813
Original,original,,Agglo,3,10,Electricity,KNeighborsClassifier,closest,0.2978533562398011
Decoded,decoded,GNN,Agglo,4,10,Electricity,KNeighborsClassifier,closest,0.3257445953667849
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Electricity,KNeighborsClassifier,closest,0.2999079185524573
Encoded,encoded,GNN,Agglo,1,10,Electricity,KNeighborsClassifier,closest,0.2819364279045874
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Electricity,KNeighborsClassifier,closest,0.278881706317351
Original,original,,Agglo,2,10,Electricity,KNeighborsClassifier,closest,0.2978533562398011
Decoded,decoded,MLP,KIP,3,10,Electricity,KNeighborsClassifier,centroid,0.36407636564657364
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Electricity,KNeighborsClassifier,centroid,0.36245499828361033
Encoded,encoded,MLP,KIP,1,10,Electricity,KNeighborsClassifier,centroid,0.35314657701909774
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Electricity,KNeighborsClassifier,centroid,0.34477800872739606
Original,original,,KIP,4,10,Electricity,KNeighborsClassifier,centroid,0.382083093468652
Decoded,decoded,GNN,KIP,3,10,Electricity,KNeighborsClassifier,centroid,0.3742320106807034
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Electricity,KNeighborsClassifier,centroid,0.36864332890785767
Encoded,encoded,GNN,KIP,1,10,Electricity,KNeighborsClassifier,centroid,0.36397938630626825
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Electricity,KNeighborsClassifier,centroid,0.34962590150342965
Original,original,,KIP,4,10,Electricity,KNeighborsClassifier,centroid,0.382083093468652
Decoded,decoded,MLP,KMeans,4,10,Electricity,KNeighborsClassifier,centroid,0.32190014839923725
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Electricity,KNeighborsClassifier,centroid,0.2783355992513297
Encoded,encoded,MLP,KMeans,3,10,Electricity,KNeighborsClassifier,centroid,0.2854247060666066
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Electricity,KNeighborsClassifier,centroid,0.24470136016236962
Original,original,,KMeans,1,10,Electricity,KNeighborsClassifier,centroid,0.27086648828268234
Decoded,decoded,GNN,KMeans,4,10,Electricity,KNeighborsClassifier,centroid,0.35780210651932925
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,KNeighborsClassifier,centroid,0.3533613929585745
Encoded,encoded,GNN,KMeans,2,10,Electricity,KNeighborsClassifier,centroid,0.27627274083366815
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,KNeighborsClassifier,centroid,0.24492585489101923
Original,original,,KMeans,1,10,Electricity,KNeighborsClassifier,centroid,0.27086648828268234
Decoded,decoded,MLP,KMeans,4,10,Electricity,KNeighborsClassifier,closest,0.3135530010761005
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Electricity,KNeighborsClassifier,closest,0.2968109293738223
Encoded,encoded,MLP,KMeans,3,10,Electricity,KNeighborsClassifier,closest,0.3034478878302786
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Electricity,KNeighborsClassifier,closest,0.2713181473840281
Original,original,,KMeans,1,10,Electricity,KNeighborsClassifier,closest,0.2924300434933941
Decoded,decoded,GNN,KMeans,4,10,Electricity,KNeighborsClassifier,closest,0.3470323157221028
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,KNeighborsClassifier,closest,0.33363988150396684
Encoded,encoded,GNN,KMeans,2,10,Electricity,KNeighborsClassifier,closest,0.29971020535252996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,KNeighborsClassifier,closest,0.2797502872393408
Original,original,,KMeans,1,10,Electricity,KNeighborsClassifier,closest,0.2924300434933941
Decoded,decoded,MLP,Agglo,4,10,Electricity,LogisticRegression,centroid,0.2838922935540034
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Electricity,LogisticRegression,centroid,0.2534907299810031
Encoded,encoded,MLP,Agglo,1,10,Electricity,LogisticRegression,centroid,0.1436566126792434
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Electricity,LogisticRegression,centroid,0.1524006818871268
Original,original,,Agglo,0,10,Electricity,LogisticRegression,centroid,0.1313023940891854
Decoded,decoded,GNN,Agglo,4,10,Electricity,LogisticRegression,centroid,0.242877477336708
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Electricity,LogisticRegression,centroid,0.2349692266291657
Encoded,encoded,GNN,Agglo,2,10,Electricity,LogisticRegression,centroid,0.1508676441226768
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Electricity,LogisticRegression,centroid,0.1445652207065264
Original,original,,Agglo,0,10,Electricity,LogisticRegression,centroid,0.1313023940891854
Decoded,decoded,MLP,Agglo,3,10,Electricity,LogisticRegression,closest,0.2281946390777349
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Electricity,LogisticRegression,closest,0.2478334411392564
Encoded,encoded,MLP,Agglo,2,10,Electricity,LogisticRegression,closest,0.1876056503911396
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Electricity,LogisticRegression,closest,0.1631206846837463
Original,original,,Agglo,1,10,Electricity,LogisticRegression,closest,0.1811284969179705
Decoded,decoded,GNN,Agglo,4,10,Electricity,LogisticRegression,closest,0.2193310331608204
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Electricity,LogisticRegression,closest,0.208451902252522
Encoded,encoded,GNN,Agglo,0,10,Electricity,LogisticRegression,closest,0.1642826776879746
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Electricity,LogisticRegression,closest,0.1685323895212173
Original,original,,Agglo,2,10,Electricity,LogisticRegression,closest,0.1811284969179705
Decoded,decoded,MLP,KIP,4,10,Electricity,LogisticRegression,centroid,0.2956049202670208
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Electricity,LogisticRegression,centroid,0.27094103661201757
Encoded,encoded,MLP,KIP,3,10,Electricity,LogisticRegression,centroid,0.27474481434740816
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Electricity,LogisticRegression,centroid,0.24767044186820736
Original,original,,KIP,1,10,Electricity,LogisticRegression,centroid,0.2659533762257791
Decoded,decoded,GNN,KIP,4,10,Electricity,LogisticRegression,centroid,0.29147727899257886
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Electricity,LogisticRegression,centroid,0.28934937307160535
Encoded,encoded,GNN,KIP,1,10,Electricity,LogisticRegression,centroid,0.2531676641353976
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Electricity,LogisticRegression,centroid,0.23591058701087605
Original,original,,KIP,2,10,Electricity,LogisticRegression,centroid,0.2659533762257791
Decoded,decoded,MLP,KMeans,4,10,Electricity,LogisticRegression,centroid,0.2584357137678838
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Electricity,LogisticRegression,centroid,0.2448821161587119
Encoded,encoded,MLP,KMeans,2,10,Electricity,LogisticRegression,centroid,0.13372819158907334
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Electricity,LogisticRegression,centroid,0.12348176062205067
Original,original,,KMeans,0,10,Electricity,LogisticRegression,centroid,0.11956302118415714
Decoded,decoded,GNN,KMeans,4,10,Electricity,LogisticRegression,centroid,0.28008768293280906
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,LogisticRegression,centroid,0.25329292546798216
Encoded,encoded,GNN,KMeans,2,10,Electricity,LogisticRegression,centroid,0.14978410661501365
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Electricity,LogisticRegression,centroid,0.14123258652803689
Original,original,,KMeans,0,10,Electricity,LogisticRegression,centroid,0.11956302118415714
Decoded,decoded,MLP,KMeans,4,10,Electricity,LogisticRegression,closest,0.2363059966135566
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Electricity,LogisticRegression,closest,0.2004051930781793
Encoded,encoded,MLP,KMeans,3,10,Electricity,LogisticRegression,closest,0.21410449877988094
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Electricity,LogisticRegression,closest,0.1561690913028187
Original,original,,KMeans,1,10,Electricity,LogisticRegression,closest,0.19310277881204202
Decoded,decoded,GNN,KMeans,4,10,Electricity,LogisticRegression,closest,0.24474038480262594
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,LogisticRegression,closest,0.21932957854336013
Encoded,encoded,GNN,KMeans,1,10,Electricity,LogisticRegression,closest,0.18314077248164068
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,LogisticRegression,closest,0.1571443771175535
Original,original,,KMeans,2,10,Electricity,LogisticRegression,closest,0.19310277881204202
Decoded,decoded,MLP,Agglo,4,10,Electricity,MLPClassifier,centroid,0.3138635529532107
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Electricity,MLPClassifier,centroid,0.2681669948021018
Encoded,encoded,MLP,Agglo,1,10,Electricity,MLPClassifier,centroid,0.2118674884013243
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Electricity,MLPClassifier,centroid,0.2151807736601359
Original,original,,Agglo,0,10,Electricity,MLPClassifier,centroid,0.1834854106321104
Decoded,decoded,GNN,Agglo,3,10,Electricity,MLPClassifier,centroid,0.2904089222649122
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Electricity,MLPClassifier,centroid,0.2930215055208993
Encoded,encoded,GNN,Agglo,2,10,Electricity,MLPClassifier,centroid,0.219743010981928
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Electricity,MLPClassifier,centroid,0.2067727306200297
Original,original,,Agglo,0,10,Electricity,MLPClassifier,centroid,0.1834854106321104
Decoded,decoded,MLP,Agglo,3,10,Electricity,MLPClassifier,closest,0.2622384593307908
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Electricity,MLPClassifier,closest,0.2803248331260817
Encoded,encoded,MLP,Agglo,2,10,Electricity,MLPClassifier,closest,0.2528917564537489
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Electricity,MLPClassifier,closest,0.2256510272163999
Original,original,,Agglo,1,10,Electricity,MLPClassifier,closest,0.2341107221285491
Decoded,decoded,GNN,Agglo,4,10,Electricity,MLPClassifier,closest,0.2646275625165902
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Electricity,MLPClassifier,closest,0.2572077085057897
Encoded,encoded,GNN,Agglo,1,10,Electricity,MLPClassifier,closest,0.2258332511021741
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Electricity,MLPClassifier,closest,0.2187009929732226
Original,original,,Agglo,2,10,Electricity,MLPClassifier,closest,0.2341107221285491
Decoded,decoded,MLP,KIP,4,10,Electricity,MLPClassifier,centroid,0.34026672721927925
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Electricity,MLPClassifier,centroid,0.32224823563137717
Encoded,encoded,MLP,KIP,1,10,Electricity,MLPClassifier,centroid,0.30555939059063986
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Electricity,MLPClassifier,centroid,0.2858694030583895
Original,original,,KIP,2,10,Electricity,MLPClassifier,centroid,0.3084475303247923
Decoded,decoded,GNN,KIP,4,10,Electricity,MLPClassifier,centroid,0.34203944777018747
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Electricity,MLPClassifier,centroid,0.3280608074793216
Encoded,encoded,GNN,KIP,0,10,Electricity,MLPClassifier,centroid,0.29442828698171974
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Electricity,MLPClassifier,centroid,0.2970281341596689
Original,original,,KIP,2,10,Electricity,MLPClassifier,centroid,0.3084475303247923
Decoded,decoded,MLP,KMeans,4,10,Electricity,MLPClassifier,centroid,0.30285668597561316
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Electricity,MLPClassifier,centroid,0.27858283155997954
Encoded,encoded,MLP,KMeans,2,10,Electricity,MLPClassifier,centroid,0.19847582891049434
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Electricity,MLPClassifier,centroid,0.18825663937463016
Original,original,,KMeans,0,10,Electricity,MLPClassifier,centroid,0.18695453323553032
Decoded,decoded,GNN,KMeans,4,10,Electricity,MLPClassifier,centroid,0.303019217925344
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,MLPClassifier,centroid,0.28869466793207393
Encoded,encoded,GNN,KMeans,2,10,Electricity,MLPClassifier,centroid,0.2048321333208294
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Electricity,MLPClassifier,centroid,0.1911544019233001
Original,original,,KMeans,0,10,Electricity,MLPClassifier,centroid,0.18695453323553032
Decoded,decoded,MLP,KMeans,4,10,Electricity,MLPClassifier,closest,0.28912977372289106
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Electricity,MLPClassifier,closest,0.24802540989080546
Encoded,encoded,MLP,KMeans,3,10,Electricity,MLPClassifier,closest,0.2661954063796756
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Electricity,MLPClassifier,closest,0.2101969830408234
Original,original,,KMeans,1,10,Electricity,MLPClassifier,closest,0.24155844311351812
Decoded,decoded,GNN,KMeans,4,10,Electricity,MLPClassifier,closest,0.2923015143468925
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,MLPClassifier,closest,0.2685351109995463
Encoded,encoded,GNN,KMeans,1,10,Electricity,MLPClassifier,closest,0.24049245515281298
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,MLPClassifier,closest,0.22574727713264933
Original,original,,KMeans,2,10,Electricity,MLPClassifier,closest,0.24155844311351812
Decoded,decoded,MLP,Agglo,3,10,Electricity,XGBClassifier,centroid,0.4164546976772247
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Electricity,XGBClassifier,centroid,0.3899327677453792
Encoded,encoded,MLP,Agglo,0,10,Electricity,XGBClassifier,centroid,0.3261525242768102
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Electricity,XGBClassifier,centroid,0.3360973657706717
Original,original,,Agglo,4,10,Electricity,XGBClassifier,centroid,0.4378065630413935
Decoded,decoded,GNN,Agglo,3,10,Electricity,XGBClassifier,centroid,0.4507191798668503
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Electricity,XGBClassifier,centroid,0.4509936623455576
Encoded,encoded,GNN,Agglo,1,10,Electricity,XGBClassifier,centroid,0.3761204207519583
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Electricity,XGBClassifier,centroid,0.3720213599383781
Original,original,,Agglo,2,10,Electricity,XGBClassifier,centroid,0.4378065630413935
Decoded,decoded,MLP,Agglo,4,10,Electricity,XGBClassifier,closest,0.4207959489131934
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Electricity,XGBClassifier,closest,0.4133530650043927
Encoded,encoded,MLP,Agglo,1,10,Electricity,XGBClassifier,closest,0.3762511842434874
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Electricity,XGBClassifier,closest,0.3111051028120096
Original,original,,Agglo,2,10,Electricity,XGBClassifier,closest,0.412129302421005
Decoded,decoded,GNN,Agglo,3,10,Electricity,XGBClassifier,closest,0.4147640538364655
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Electricity,XGBClassifier,closest,0.4214546005110073
Encoded,encoded,GNN,Agglo,0,10,Electricity,XGBClassifier,closest,0.3594922837938061
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Electricity,XGBClassifier,closest,0.373703302326836
Original,original,,Agglo,2,10,Electricity,XGBClassifier,closest,0.412129302421005
Decoded,decoded,MLP,KIP,4,10,Electricity,XGBClassifier,centroid,0.4429726636141327
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Electricity,XGBClassifier,centroid,0.436242999077356
Encoded,encoded,MLP,KIP,0,10,Electricity,XGBClassifier,centroid,0.4131698704286073
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,Electricity,XGBClassifier,centroid,0.4278479152432137
Original,original,,KIP,1,10,Electricity,XGBClassifier,centroid,0.42059632792911905
Decoded,decoded,GNN,KIP,4,10,Electricity,XGBClassifier,centroid,0.4490577632375435
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Electricity,XGBClassifier,centroid,0.44652779664435255
Encoded,encoded,GNN,KIP,0,10,Electricity,XGBClassifier,centroid,0.4122482126008438
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Electricity,XGBClassifier,centroid,0.4172533169694465
Original,original,,KIP,2,10,Electricity,XGBClassifier,centroid,0.42059632792911905
Decoded,decoded,MLP,KMeans,2,10,Electricity,XGBClassifier,centroid,0.4032112806401097
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Electricity,XGBClassifier,centroid,0.4293614845296395
Encoded,encoded,MLP,KMeans,0,10,Electricity,XGBClassifier,centroid,0.32938544252830937
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Electricity,XGBClassifier,centroid,0.3299867418871766
Original,original,,KMeans,4,10,Electricity,XGBClassifier,centroid,0.44460510440727585
Decoded,decoded,GNN,KMeans,4,10,Electricity,XGBClassifier,centroid,0.45389158435173355
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Electricity,XGBClassifier,centroid,0.4473598778548135
Encoded,encoded,GNN,KMeans,1,10,Electricity,XGBClassifier,centroid,0.35852181081863155
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,XGBClassifier,centroid,0.3297100260357121
Original,original,,KMeans,2,10,Electricity,XGBClassifier,centroid,0.44460510440727585
Decoded,decoded,MLP,KMeans,4,10,Electricity,XGBClassifier,closest,0.4347049110320008
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Electricity,XGBClassifier,closest,0.41135438008388386
Encoded,encoded,MLP,KMeans,1,10,Electricity,XGBClassifier,closest,0.3816577736212766
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Electricity,XGBClassifier,closest,0.3393284180440662
Original,original,,KMeans,2,10,Electricity,XGBClassifier,closest,0.4029495119500428
Decoded,decoded,GNN,KMeans,3,10,Electricity,XGBClassifier,closest,0.4194516228740298
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Electricity,XGBClassifier,closest,0.43583433053588083
Encoded,encoded,GNN,KMeans,1,10,Electricity,XGBClassifier,closest,0.3811798125146414
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Electricity,XGBClassifier,closest,0.3725147129473066
Original,original,,KMeans,2,10,Electricity,XGBClassifier,closest,0.4029495119500428
Decoded,decoded,MLP,Agglo,2,10,Elevators,GaussianNB,centroid,-0.0788466583685337
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Elevators,GaussianNB,centroid,-0.1784526152332833
Encoded,encoded,MLP,Agglo,3,10,Elevators,GaussianNB,centroid,-0.0589169582938247
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,GaussianNB,centroid,-0.2056907744401177
Original,original,,Agglo,4,10,Elevators,GaussianNB,centroid,0.0050549423632145
Decoded,decoded,GNN,Agglo,2,10,Elevators,GaussianNB,centroid,-0.1123483823475379
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Elevators,GaussianNB,centroid,-0.0921427940642779
Encoded,encoded,GNN,Agglo,1,10,Elevators,GaussianNB,centroid,-0.1323315841075499
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,GaussianNB,centroid,-0.248902732002323
Original,original,,Agglo,4,10,Elevators,GaussianNB,centroid,0.0050549423632145
Decoded,decoded,MLP,Agglo,1,10,Elevators,GaussianNB,closest,-0.0863007967883518
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Elevators,GaussianNB,closest,-0.0856445953951164
Encoded,encoded,MLP,Agglo,3,10,Elevators,GaussianNB,closest,-0.0837095103435515
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,GaussianNB,closest,-0.1635088854696513
Original,original,,Agglo,4,10,Elevators,GaussianNB,closest,0.0125580702780089
Decoded,decoded,GNN,Agglo,3,10,Elevators,GaussianNB,closest,-0.0400327971776893
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Elevators,GaussianNB,closest,-0.1130696882012024
Encoded,encoded,GNN,Agglo,1,10,Elevators,GaussianNB,closest,-0.1192236712082936
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,GaussianNB,closest,-0.3291868452892408
Original,original,,Agglo,4,10,Elevators,GaussianNB,closest,0.0125580702780089
Decoded,decoded,MLP,KIP,3,10,Elevators,GaussianNB,centroid,0.04928845981539989
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Elevators,GaussianNB,centroid,0.027572963729080403
Encoded,encoded,MLP,KIP,4,10,Elevators,GaussianNB,centroid,0.07241781851068067
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Elevators,GaussianNB,centroid,-0.055911968455921966
Original,original,,KIP,1,10,Elevators,GaussianNB,centroid,-0.03595274576450356
Decoded,decoded,GNN,KIP,4,10,Elevators,GaussianNB,centroid,0.04257187113442268
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Elevators,GaussianNB,centroid,-0.03062552494499956
Encoded,encoded,GNN,KIP,3,10,Elevators,GaussianNB,centroid,-0.01880900091726372
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Elevators,GaussianNB,centroid,-0.2406862912567287
Original,original,,KIP,1,10,Elevators,GaussianNB,centroid,-0.03595274576450356
Decoded,decoded,MLP,KMeans,3,10,Elevators,GaussianNB,centroid,-0.0832189707951703
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Elevators,GaussianNB,centroid,-0.10892079365560244
Encoded,encoded,MLP,KMeans,2,10,Elevators,GaussianNB,centroid,-0.0907324122878545
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,GaussianNB,centroid,-0.20721396097471034
Original,original,,KMeans,4,10,Elevators,GaussianNB,centroid,-0.07602821537071186
Decoded,decoded,GNN,KMeans,4,10,Elevators,GaussianNB,centroid,-0.030293556656673153
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Elevators,GaussianNB,centroid,-0.06809900776934706
Encoded,encoded,GNN,KMeans,1,10,Elevators,GaussianNB,centroid,-0.1218943722028448
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,GaussianNB,centroid,-0.2584725720065001
Original,original,,KMeans,2,10,Elevators,GaussianNB,centroid,-0.07602821537071186
Decoded,decoded,MLP,KMeans,2,10,Elevators,GaussianNB,closest,-0.0784008539642492
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Elevators,GaussianNB,closest,-0.13865251815673155
Encoded,encoded,MLP,KMeans,4,10,Elevators,GaussianNB,closest,-0.0502801103294994
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,GaussianNB,closest,-0.1977473856691545
Original,original,,KMeans,3,10,Elevators,GaussianNB,closest,-0.056686904914613145
Decoded,decoded,GNN,KMeans,1,10,Elevators,GaussianNB,closest,-0.12473537615230054
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Elevators,GaussianNB,closest,-0.09902143483784787
Encoded,encoded,GNN,KMeans,2,10,Elevators,GaussianNB,closest,-0.1173958473667824
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,GaussianNB,closest,-0.3019990936943429
Original,original,,KMeans,4,10,Elevators,GaussianNB,closest,-0.056686904914613145
Decoded,decoded,MLP,Agglo,3,10,Elevators,KNeighborsClassifier,centroid,0.1444758977595327
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Elevators,KNeighborsClassifier,centroid,0.1955799495735597
Encoded,encoded,MLP,Agglo,2,10,Elevators,KNeighborsClassifier,centroid,0.1203514073588621
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,KNeighborsClassifier,centroid,-0.0099204362605142
Original,original,,Agglo,1,10,Elevators,KNeighborsClassifier,centroid,0.1172601836428603
Decoded,decoded,GNN,Agglo,4,10,Elevators,KNeighborsClassifier,centroid,0.1344882060182024
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Elevators,KNeighborsClassifier,centroid,0.0983795980246104
Encoded,encoded,GNN,Agglo,1,10,Elevators,KNeighborsClassifier,centroid,0.0943119056360092
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,KNeighborsClassifier,centroid,-0.0435107563258077
Original,original,,Agglo,3,10,Elevators,KNeighborsClassifier,centroid,0.1172601836428603
Decoded,decoded,MLP,Agglo,3,10,Elevators,KNeighborsClassifier,closest,0.166601939587385
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Elevators,KNeighborsClassifier,closest,0.1638029990887641
Encoded,encoded,MLP,Agglo,1,10,Elevators,KNeighborsClassifier,closest,0.1436086560332212
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,KNeighborsClassifier,closest,0.0624788246371489
Original,original,,Agglo,4,10,Elevators,KNeighborsClassifier,closest,0.1777855652545038
Decoded,decoded,GNN,Agglo,2,10,Elevators,KNeighborsClassifier,closest,0.1204348446094985
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Elevators,KNeighborsClassifier,closest,0.1077549109143002
Encoded,encoded,GNN,Agglo,3,10,Elevators,KNeighborsClassifier,closest,0.1247872350108771
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,KNeighborsClassifier,closest,-0.0346800611266354
Original,original,,Agglo,4,10,Elevators,KNeighborsClassifier,closest,0.1777855652545038
Decoded,decoded,MLP,KIP,2,10,Elevators,KNeighborsClassifier,centroid,0.22763441741077522
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Elevators,KNeighborsClassifier,centroid,0.2202534065153873
Encoded,encoded,MLP,KIP,4,10,Elevators,KNeighborsClassifier,centroid,0.28888180936459246
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Elevators,KNeighborsClassifier,centroid,0.1950430182237069
Original,original,,KIP,3,10,Elevators,KNeighborsClassifier,centroid,0.2607024708551155
Decoded,decoded,GNN,KIP,2,10,Elevators,KNeighborsClassifier,centroid,0.2123636812312708
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,Elevators,KNeighborsClassifier,centroid,0.18394141390236524
Encoded,encoded,GNN,KIP,3,10,Elevators,KNeighborsClassifier,centroid,0.24688758827913948
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Elevators,KNeighborsClassifier,centroid,0.09754401188550985
Original,original,,KIP,4,10,Elevators,KNeighborsClassifier,centroid,0.2607024708551155
Decoded,decoded,MLP,KMeans,4,10,Elevators,KNeighborsClassifier,centroid,0.1489482355297051
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Elevators,KNeighborsClassifier,centroid,0.12215334856442413
Encoded,encoded,MLP,KMeans,2,10,Elevators,KNeighborsClassifier,centroid,0.11605039407666315
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,KNeighborsClassifier,centroid,-0.0041913817916657
Original,original,,KMeans,1,10,Elevators,KNeighborsClassifier,centroid,0.07470627559374451
Decoded,decoded,GNN,KMeans,4,10,Elevators,KNeighborsClassifier,centroid,0.13920964190754742
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Elevators,KNeighborsClassifier,centroid,0.11424744151048724
Encoded,encoded,GNN,KMeans,3,10,Elevators,KNeighborsClassifier,centroid,0.12038377089850279
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,KNeighborsClassifier,centroid,-0.0445444680091467
Original,original,,KMeans,1,10,Elevators,KNeighborsClassifier,centroid,0.07470627559374451
Decoded,decoded,MLP,KMeans,3,10,Elevators,KNeighborsClassifier,closest,0.13051416562243676
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Elevators,KNeighborsClassifier,closest,0.1269341513217977
Encoded,encoded,MLP,KMeans,4,10,Elevators,KNeighborsClassifier,closest,0.14764904168525037
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,KNeighborsClassifier,closest,0.04260882493044359
Original,original,,KMeans,1,10,Elevators,KNeighborsClassifier,closest,0.12230778333014747
Decoded,decoded,GNN,KMeans,4,10,Elevators,KNeighborsClassifier,closest,0.14167594590029797
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Elevators,KNeighborsClassifier,closest,0.11126311861136133
Encoded,encoded,GNN,KMeans,3,10,Elevators,KNeighborsClassifier,closest,0.13993246133821208
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,KNeighborsClassifier,closest,-0.01763185866842236
Original,original,,KMeans,2,10,Elevators,KNeighborsClassifier,closest,0.12230778333014747
Decoded,decoded,MLP,Agglo,4,10,Elevators,LogisticRegression,centroid,0.2675279344230259
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Elevators,LogisticRegression,centroid,0.2597338639884982
Encoded,encoded,MLP,Agglo,1,10,Elevators,LogisticRegression,centroid,0.2115299723621948
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,LogisticRegression,centroid,0.1083758776398989
Original,original,,Agglo,2,10,Elevators,LogisticRegression,centroid,0.2151705203724124
Decoded,decoded,GNN,Agglo,1,10,Elevators,LogisticRegression,centroid,0.2106466618277242
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Elevators,LogisticRegression,centroid,0.2865127859745117
Encoded,encoded,GNN,Agglo,3,10,Elevators,LogisticRegression,centroid,0.2232058109183289
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,LogisticRegression,centroid,0.108630620036013
Original,original,,Agglo,2,10,Elevators,LogisticRegression,centroid,0.2151705203724124
Decoded,decoded,MLP,Agglo,3,10,Elevators,LogisticRegression,closest,0.2526438247651485
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Elevators,LogisticRegression,closest,0.2419716886978127
Encoded,encoded,MLP,Agglo,1,10,Elevators,LogisticRegression,closest,0.2064176763305928
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,LogisticRegression,closest,0.1439612966039001
Original,original,,Agglo,4,10,Elevators,LogisticRegression,closest,0.2902375211122123
Decoded,decoded,GNN,Agglo,3,10,Elevators,LogisticRegression,closest,0.2825420324953588
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Elevators,LogisticRegression,closest,0.2305990110411635
Encoded,encoded,GNN,Agglo,2,10,Elevators,LogisticRegression,closest,0.2575319125919517
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,LogisticRegression,closest,0.1175753932803841
Original,original,,Agglo,4,10,Elevators,LogisticRegression,closest,0.2902375211122123
Decoded,decoded,MLP,KIP,2,10,Elevators,LogisticRegression,centroid,0.3258372475258581
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Elevators,LogisticRegression,centroid,0.3457910798285898
Encoded,encoded,MLP,KIP,4,10,Elevators,LogisticRegression,centroid,0.36350823899722223
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Elevators,LogisticRegression,centroid,0.25896082550494837
Original,original,,KIP,1,10,Elevators,LogisticRegression,centroid,0.27162056294579917
Decoded,decoded,GNN,KIP,4,10,Elevators,LogisticRegression,centroid,0.3274659412906017
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Elevators,LogisticRegression,centroid,0.28621067196158617
Encoded,encoded,GNN,KIP,3,10,Elevators,LogisticRegression,centroid,0.30050084797811305
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Elevators,LogisticRegression,centroid,0.13679308985078373
Original,original,,KIP,1,10,Elevators,LogisticRegression,centroid,0.27162056294579917
Decoded,decoded,MLP,KMeans,4,10,Elevators,LogisticRegression,centroid,0.21945682290866958
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Elevators,LogisticRegression,centroid,0.21344176170070206
Encoded,encoded,MLP,KMeans,2,10,Elevators,LogisticRegression,centroid,0.19630832902946632
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,LogisticRegression,centroid,0.10502418307952151
Original,original,,KMeans,1,10,Elevators,LogisticRegression,centroid,0.16935728144498263
Decoded,decoded,GNN,KMeans,2,10,Elevators,LogisticRegression,centroid,0.2196327870911908
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Elevators,LogisticRegression,centroid,0.294060838067587
Encoded,encoded,GNN,KMeans,3,10,Elevators,LogisticRegression,centroid,0.22769765218240953
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,LogisticRegression,centroid,0.10281385659049982
Original,original,,KMeans,1,10,Elevators,LogisticRegression,centroid,0.16935728144498263
Decoded,decoded,MLP,KMeans,2,10,Elevators,LogisticRegression,closest,0.23903203123909492
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Elevators,LogisticRegression,closest,0.22940800309878417
Encoded,encoded,MLP,KMeans,4,10,Elevators,LogisticRegression,closest,0.2506064090395165
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,LogisticRegression,closest,0.14441669225722698
Original,original,,KMeans,3,10,Elevators,LogisticRegression,closest,0.24629192780670284
Decoded,decoded,GNN,KMeans,4,10,Elevators,LogisticRegression,closest,0.26872836434443964
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Elevators,LogisticRegression,closest,0.24909714758308787
Encoded,encoded,GNN,KMeans,3,10,Elevators,LogisticRegression,closest,0.255788933711143
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,LogisticRegression,closest,0.11773643932943427
Original,original,,KMeans,1,10,Elevators,LogisticRegression,closest,0.24629192780670284
Decoded,decoded,MLP,Agglo,4,10,Elevators,MLPClassifier,centroid,0.2772317387086739
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Elevators,MLPClassifier,centroid,0.2607443876454912
Encoded,encoded,MLP,Agglo,1,10,Elevators,MLPClassifier,centroid,0.2243939812264462
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,MLPClassifier,centroid,0.1285655466387568
Original,original,,Agglo,2,10,Elevators,MLPClassifier,centroid,0.2437656670527324
Decoded,decoded,GNN,Agglo,1,10,Elevators,MLPClassifier,centroid,0.2038654111292792
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Elevators,MLPClassifier,centroid,0.2667642113212765
Encoded,encoded,GNN,Agglo,3,10,Elevators,MLPClassifier,centroid,0.259531496874356
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,MLPClassifier,centroid,0.1198009668997208
Original,original,,Agglo,2,10,Elevators,MLPClassifier,centroid,0.2437656670527324
Decoded,decoded,MLP,Agglo,3,10,Elevators,MLPClassifier,closest,0.2337667565541826
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Elevators,MLPClassifier,closest,0.226026045647923
Encoded,encoded,MLP,Agglo,2,10,Elevators,MLPClassifier,closest,0.2265738592285367
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,MLPClassifier,closest,0.1587972429050047
Original,original,,Agglo,4,10,Elevators,MLPClassifier,closest,0.2593166594397863
Decoded,decoded,GNN,Agglo,3,10,Elevators,MLPClassifier,closest,0.2596404470193823
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Elevators,MLPClassifier,closest,0.2181610703192239
Encoded,encoded,GNN,Agglo,4,10,Elevators,MLPClassifier,closest,0.3041857420576876
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,MLPClassifier,closest,0.111148837711977
Original,original,,Agglo,2,10,Elevators,MLPClassifier,closest,0.2593166594397863
Decoded,decoded,MLP,KIP,2,10,Elevators,MLPClassifier,centroid,0.32366060235866123
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Elevators,MLPClassifier,centroid,0.3442205886020647
Encoded,encoded,MLP,KIP,3,10,Elevators,MLPClassifier,centroid,0.3412504063752899
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Elevators,MLPClassifier,centroid,0.24461617826518994
Original,original,,KIP,1,10,Elevators,MLPClassifier,centroid,0.2603611806695315
Decoded,decoded,GNN,KIP,4,10,Elevators,MLPClassifier,centroid,0.32911668560532303
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Elevators,MLPClassifier,centroid,0.28035751399396786
Encoded,encoded,GNN,KIP,3,10,Elevators,MLPClassifier,centroid,0.29275954090421624
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Elevators,MLPClassifier,centroid,0.1351011551778228
Original,original,,KIP,1,10,Elevators,MLPClassifier,centroid,0.2603611806695315
Decoded,decoded,MLP,KMeans,3,10,Elevators,MLPClassifier,centroid,0.21983163920962573
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Elevators,MLPClassifier,centroid,0.2176086187003079
Encoded,encoded,MLP,KMeans,1,10,Elevators,MLPClassifier,centroid,0.20752963640842567
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,MLPClassifier,centroid,0.11955392572750474
Original,original,,KMeans,4,10,Elevators,MLPClassifier,centroid,0.22215468382799183
Decoded,decoded,GNN,KMeans,1,10,Elevators,MLPClassifier,centroid,0.20190387096802417
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Elevators,MLPClassifier,centroid,0.2835950397493009
Encoded,encoded,GNN,KMeans,3,10,Elevators,MLPClassifier,centroid,0.25186000650200463
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,MLPClassifier,centroid,0.11371542309629312
Original,original,,KMeans,2,10,Elevators,MLPClassifier,centroid,0.22215468382799183
Decoded,decoded,MLP,KMeans,3,10,Elevators,MLPClassifier,closest,0.21431132350798468
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Elevators,MLPClassifier,closest,0.21008003241376202
Encoded,encoded,MLP,KMeans,4,10,Elevators,MLPClassifier,closest,0.25806412656768984
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,MLPClassifier,closest,0.13860173646403842
Original,original,,KMeans,2,10,Elevators,MLPClassifier,closest,0.21316310274261205
Decoded,decoded,GNN,KMeans,3,10,Elevators,MLPClassifier,closest,0.24158246366468913
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Elevators,MLPClassifier,closest,0.24012113155883155
Encoded,encoded,GNN,KMeans,4,10,Elevators,MLPClassifier,closest,0.28562072485537854
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,MLPClassifier,closest,0.1311292441879036
Original,original,,KMeans,1,10,Elevators,MLPClassifier,closest,0.21316310274261205
Decoded,decoded,MLP,Agglo,0,10,Elevators,XGBClassifier,centroid,0.2399837233571592
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Elevators,XGBClassifier,centroid,0.3044319831613623
Encoded,encoded,MLP,Agglo,2,10,Elevators,XGBClassifier,centroid,0.2779979022394081
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Elevators,XGBClassifier,centroid,0.2498159820373727
Original,original,,Agglo,4,10,Elevators,XGBClassifier,centroid,0.3568220959402943
Decoded,decoded,GNN,Agglo,3,10,Elevators,XGBClassifier,centroid,0.3526663385418001
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Elevators,XGBClassifier,centroid,0.3042976699305371
Encoded,encoded,GNN,Agglo,1,10,Elevators,XGBClassifier,centroid,0.2866854057187393
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,XGBClassifier,centroid,0.127018343476044
Original,original,,Agglo,4,10,Elevators,XGBClassifier,centroid,0.3568220959402943
Decoded,decoded,MLP,Agglo,4,10,Elevators,XGBClassifier,closest,0.4196921752823008
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Elevators,XGBClassifier,closest,0.3384706671391194
Encoded,encoded,MLP,Agglo,1,10,Elevators,XGBClassifier,closest,0.2631319901421157
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Elevators,XGBClassifier,closest,0.1856177922616139
Original,original,,Agglo,3,10,Elevators,XGBClassifier,closest,0.3732825358337979
Decoded,decoded,GNN,Agglo,4,10,Elevators,XGBClassifier,closest,0.4060439186592005
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Elevators,XGBClassifier,closest,0.3463960313974849
Encoded,encoded,GNN,Agglo,1,10,Elevators,XGBClassifier,closest,0.312913156776235
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Elevators,XGBClassifier,closest,0.1652839178462519
Original,original,,Agglo,3,10,Elevators,XGBClassifier,closest,0.3732825358337979
Decoded,decoded,MLP,KIP,4,10,Elevators,XGBClassifier,centroid,0.38672967606653097
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Elevators,XGBClassifier,centroid,0.3668230414347481
Encoded,encoded,MLP,KIP,2,10,Elevators,XGBClassifier,centroid,0.35429470973762084
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Elevators,XGBClassifier,centroid,0.271610512837959
Original,original,,KIP,1,10,Elevators,XGBClassifier,centroid,0.34437611946101515
Decoded,decoded,GNN,KIP,1,10,Elevators,XGBClassifier,centroid,0.32025001701006384
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Elevators,XGBClassifier,centroid,0.3219248676528675
Encoded,encoded,GNN,KIP,3,10,Elevators,XGBClassifier,centroid,0.3358173622825473
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Elevators,XGBClassifier,centroid,0.18898145505410968
Original,original,,KIP,4,10,Elevators,XGBClassifier,centroid,0.34437611946101515
Decoded,decoded,MLP,KMeans,2,10,Elevators,XGBClassifier,centroid,0.26687871073436636
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Elevators,XGBClassifier,centroid,0.3211638771634813
Encoded,encoded,MLP,KMeans,1,10,Elevators,XGBClassifier,centroid,0.2562994230716552
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,XGBClassifier,centroid,0.23447590888968023
Original,original,,KMeans,4,10,Elevators,XGBClassifier,centroid,0.3462730287545187
Decoded,decoded,GNN,KMeans,4,10,Elevators,XGBClassifier,centroid,0.3724965383415674
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Elevators,XGBClassifier,centroid,0.34904571333138346
Encoded,encoded,GNN,KMeans,1,10,Elevators,XGBClassifier,centroid,0.30209175184216785
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,XGBClassifier,centroid,0.14820457672334036
Original,original,,KMeans,2,10,Elevators,XGBClassifier,centroid,0.3462730287545187
Decoded,decoded,MLP,KMeans,3,10,Elevators,XGBClassifier,closest,0.30221572648877826
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Elevators,XGBClassifier,closest,0.29983794048333323
Encoded,encoded,MLP,KMeans,1,10,Elevators,XGBClassifier,closest,0.29260897265400293
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Elevators,XGBClassifier,closest,0.23392469445949082
Original,original,,KMeans,4,10,Elevators,XGBClassifier,closest,0.353795364956441
Decoded,decoded,GNN,KMeans,4,10,Elevators,XGBClassifier,closest,0.3567970005734821
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Elevators,XGBClassifier,closest,0.317832997402983
Encoded,encoded,GNN,KMeans,1,10,Elevators,XGBClassifier,closest,0.30055324680144524
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Elevators,XGBClassifier,closest,0.15630631546113177
Original,original,,KMeans,3,10,Elevators,XGBClassifier,closest,0.353795364956441
Decoded,decoded,MLP,Agglo,4,10,Higgs,GaussianNB,centroid,0.1445791669400261
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Higgs,GaussianNB,centroid,0.1069111121890056
Encoded,encoded,MLP,Agglo,2,10,Higgs,GaussianNB,centroid,0.1142394292890063
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,GaussianNB,centroid,0.0435024540420579
Original,original,,Agglo,3,10,Higgs,GaussianNB,centroid,0.1347258102994415
Decoded,decoded,GNN,Agglo,4,10,Higgs,GaussianNB,centroid,0.1404471668860824
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Higgs,GaussianNB,centroid,0.1290422079641854
Encoded,encoded,GNN,Agglo,1,10,Higgs,GaussianNB,centroid,0.0955978511449518
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,GaussianNB,centroid,-0.0001505769060231
Original,original,,Agglo,3,10,Higgs,GaussianNB,centroid,0.1347258102994415
Decoded,decoded,MLP,Agglo,4,10,Higgs,GaussianNB,closest,0.1410728626559119
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Higgs,GaussianNB,closest,0.1368872018966276
Encoded,encoded,MLP,Agglo,2,10,Higgs,GaussianNB,closest,0.114464383013328
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,GaussianNB,closest,0.0607910090938077
Original,original,,Agglo,1,10,Higgs,GaussianNB,closest,0.1125056258078379
Decoded,decoded,GNN,Agglo,4,10,Higgs,GaussianNB,closest,0.1639146562789767
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Higgs,GaussianNB,closest,0.1330192929882999
Encoded,encoded,GNN,Agglo,2,10,Higgs,GaussianNB,closest,0.1278916306494986
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,GaussianNB,closest,0.0677738795089883
Original,original,,Agglo,1,10,Higgs,GaussianNB,closest,0.1125056258078379
Decoded,decoded,MLP,KIP,2,10,Higgs,GaussianNB,centroid,0.14985773311591993
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Higgs,GaussianNB,centroid,0.15747488752863908
Encoded,encoded,MLP,KIP,1,10,Higgs,GaussianNB,centroid,0.14634504738881568
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Higgs,GaussianNB,centroid,0.12980930142154978
Original,original,,KIP,3,10,Higgs,GaussianNB,centroid,0.15226900693147305
Decoded,decoded,GNN,KIP,4,10,Higgs,GaussianNB,centroid,0.1582672615596617
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Higgs,GaussianNB,centroid,0.15262249486317414
Encoded,encoded,GNN,KIP,0,10,Higgs,GaussianNB,centroid,0.1372434561681472
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,Higgs,GaussianNB,centroid,0.15596847089340546
Original,original,,KIP,1,10,Higgs,GaussianNB,centroid,0.15226900693147305
Decoded,decoded,MLP,KMeans,3,10,Higgs,GaussianNB,centroid,0.12526130673028155
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Higgs,GaussianNB,centroid,0.10942106260330745
Encoded,encoded,MLP,KMeans,1,10,Higgs,GaussianNB,centroid,0.09465181322415422
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,GaussianNB,centroid,0.05118316511210412
Original,original,,KMeans,4,10,Higgs,GaussianNB,centroid,0.13983615786583412
Decoded,decoded,GNN,KMeans,3,10,Higgs,GaussianNB,centroid,0.14867607220109208
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Higgs,GaussianNB,centroid,0.15239976049784304
Encoded,encoded,GNN,KMeans,1,10,Higgs,GaussianNB,centroid,0.06974661930483317
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,GaussianNB,centroid,-0.00463901984556472
Original,original,,KMeans,2,10,Higgs,GaussianNB,centroid,0.13983615786583412
Decoded,decoded,MLP,KMeans,3,10,Higgs,GaussianNB,closest,0.12189225691111058
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Higgs,GaussianNB,closest,0.10328546549027226
Encoded,encoded,MLP,KMeans,2,10,Higgs,GaussianNB,closest,0.11490172876434165
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,GaussianNB,closest,0.05924743548510451
Original,original,,KMeans,4,10,Higgs,GaussianNB,closest,0.12407679145573196
Decoded,decoded,GNN,KMeans,3,10,Higgs,GaussianNB,closest,0.13250078659929662
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Higgs,GaussianNB,closest,0.1414172342404842
Encoded,encoded,GNN,KMeans,1,10,Higgs,GaussianNB,closest,0.11374317936126913
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,GaussianNB,closest,0.06832081632676151
Original,original,,KMeans,2,10,Higgs,GaussianNB,closest,0.12407679145573196
Decoded,decoded,MLP,Agglo,3,10,Higgs,KNeighborsClassifier,centroid,0.1327080443322162
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Higgs,KNeighborsClassifier,centroid,0.1406445975755817
Encoded,encoded,MLP,Agglo,2,10,Higgs,KNeighborsClassifier,centroid,0.1310095204507755
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,KNeighborsClassifier,centroid,0.0620346022968581
Original,original,,Agglo,1,10,Higgs,KNeighborsClassifier,centroid,0.0717829465653036
Decoded,decoded,GNN,Agglo,3,10,Higgs,KNeighborsClassifier,centroid,0.1586384576506683
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Higgs,KNeighborsClassifier,centroid,0.1683859863956796
Encoded,encoded,GNN,Agglo,2,10,Higgs,KNeighborsClassifier,centroid,0.110446489716808
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,KNeighborsClassifier,centroid,0.053714330175415
Original,original,,Agglo,1,10,Higgs,KNeighborsClassifier,centroid,0.0717829465653036
Decoded,decoded,MLP,Agglo,4,10,Higgs,KNeighborsClassifier,closest,0.1546811452884899
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Higgs,KNeighborsClassifier,closest,0.1404297222529552
Encoded,encoded,MLP,Agglo,1,10,Higgs,KNeighborsClassifier,closest,0.1285006985260259
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,KNeighborsClassifier,closest,0.0794088457893814
Original,original,,Agglo,2,10,Higgs,KNeighborsClassifier,closest,0.1376036013031581
Decoded,decoded,GNN,Agglo,4,10,Higgs,KNeighborsClassifier,closest,0.1712460572839969
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Higgs,KNeighborsClassifier,closest,0.1593267896337064
Encoded,encoded,GNN,Agglo,2,10,Higgs,KNeighborsClassifier,closest,0.1506318600056765
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,KNeighborsClassifier,closest,0.0918526762352936
Original,original,,Agglo,1,10,Higgs,KNeighborsClassifier,closest,0.1376036013031581
Decoded,decoded,MLP,KIP,4,10,Higgs,KNeighborsClassifier,centroid,0.19181283338484714
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Higgs,KNeighborsClassifier,centroid,0.17766755525495956
Encoded,encoded,MLP,KIP,2,10,Higgs,KNeighborsClassifier,centroid,0.18450388885370045
Encoded-FT,encoded,MLP-MultiHead,KIP,3,10,Higgs,KNeighborsClassifier,centroid,0.18483863403932582
Original,original,,KIP,0,10,Higgs,KNeighborsClassifier,centroid,0.16864768484525777
Decoded,decoded,GNN,KIP,2,10,Higgs,KNeighborsClassifier,centroid,0.16926849752885814
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Higgs,KNeighborsClassifier,centroid,0.18176604982588412
Encoded,encoded,GNN,KIP,3,10,Higgs,KNeighborsClassifier,centroid,0.17206915602476539
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Higgs,KNeighborsClassifier,centroid,0.1520129036346399
Original,original,,KIP,1,10,Higgs,KNeighborsClassifier,centroid,0.16864768484525777
Decoded,decoded,MLP,KMeans,4,10,Higgs,KNeighborsClassifier,centroid,0.16119621098146997
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Higgs,KNeighborsClassifier,centroid,0.1350575069370083
Encoded,encoded,MLP,KMeans,2,10,Higgs,KNeighborsClassifier,centroid,0.13434604429301064
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,KNeighborsClassifier,centroid,0.06748112085903243
Original,original,,KMeans,1,10,Higgs,KNeighborsClassifier,centroid,0.113159965737142
Decoded,decoded,GNN,KMeans,4,10,Higgs,KNeighborsClassifier,centroid,0.1758277343874003
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Higgs,KNeighborsClassifier,centroid,0.15869292253424444
Encoded,encoded,GNN,KMeans,1,10,Higgs,KNeighborsClassifier,centroid,0.11005342554426589
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,KNeighborsClassifier,centroid,0.05967984785111524
Original,original,,KMeans,2,10,Higgs,KNeighborsClassifier,centroid,0.113159965737142
Decoded,decoded,MLP,KMeans,3,10,Higgs,KNeighborsClassifier,closest,0.14558142003229407
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Higgs,KNeighborsClassifier,closest,0.13298346773914635
Encoded,encoded,MLP,KMeans,2,10,Higgs,KNeighborsClassifier,closest,0.1376614732624147
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,KNeighborsClassifier,closest,0.08008708340457824
Original,original,,KMeans,4,10,Higgs,KNeighborsClassifier,closest,0.1521635459152227
Decoded,decoded,GNN,KMeans,4,10,Higgs,KNeighborsClassifier,closest,0.16879352459895042
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Higgs,KNeighborsClassifier,closest,0.1489544007924953
Encoded,encoded,GNN,KMeans,3,10,Higgs,KNeighborsClassifier,closest,0.15681826371375887
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,KNeighborsClassifier,closest,0.07849741075840314
Original,original,,KMeans,2,10,Higgs,KNeighborsClassifier,closest,0.1521635459152227
Decoded,decoded,MLP,Agglo,4,10,Higgs,LogisticRegression,centroid,0.178695308496825
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Higgs,LogisticRegression,centroid,0.1749661742966291
Encoded,encoded,MLP,Agglo,2,10,Higgs,LogisticRegression,centroid,0.1146819107718903
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,LogisticRegression,centroid,0.0269827578450137
Original,original,,Agglo,1,10,Higgs,LogisticRegression,centroid,0.0680578385859253
Decoded,decoded,GNN,Agglo,3,10,Higgs,LogisticRegression,centroid,0.1323096202611597
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Higgs,LogisticRegression,centroid,0.186878961585751
Encoded,encoded,GNN,Agglo,2,10,Higgs,LogisticRegression,centroid,0.1050882726329049
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,LogisticRegression,centroid,0.0366567002356669
Original,original,,Agglo,1,10,Higgs,LogisticRegression,centroid,0.0680578385859253
Decoded,decoded,MLP,Agglo,4,10,Higgs,LogisticRegression,closest,0.1761941736222028
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Higgs,LogisticRegression,closest,0.1505132209144381
Encoded,encoded,MLP,Agglo,1,10,Higgs,LogisticRegression,closest,0.1367062118793718
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,LogisticRegression,closest,0.1216309190717215
Original,original,,Agglo,3,10,Higgs,LogisticRegression,closest,0.1542195664676026
Decoded,decoded,GNN,Agglo,3,10,Higgs,LogisticRegression,closest,0.1614370985412266
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Higgs,LogisticRegression,closest,0.177442197552458
Encoded,encoded,GNN,Agglo,1,10,Higgs,LogisticRegression,closest,0.1529599276785378
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,LogisticRegression,closest,0.1046439087181484
Original,original,,Agglo,2,10,Higgs,LogisticRegression,closest,0.1542195664676026
Decoded,decoded,MLP,KIP,4,10,Higgs,LogisticRegression,centroid,0.2054272971294361
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Higgs,LogisticRegression,centroid,0.20395370970063004
Encoded,encoded,MLP,KIP,2,10,Higgs,LogisticRegression,centroid,0.20371263816021568
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Higgs,LogisticRegression,centroid,0.16946894101480697
Original,original,,KIP,1,10,Higgs,LogisticRegression,centroid,0.17026033338702634
Decoded,decoded,GNN,KIP,2,10,Higgs,LogisticRegression,centroid,0.20105305308766752
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Higgs,LogisticRegression,centroid,0.20655100384431235
Encoded,encoded,GNN,KIP,1,10,Higgs,LogisticRegression,centroid,0.1916720462576013
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,Higgs,LogisticRegression,centroid,0.2011823749839817
Original,original,,KIP,0,10,Higgs,LogisticRegression,centroid,0.17026033338702634
Decoded,decoded,MLP,KMeans,4,10,Higgs,LogisticRegression,centroid,0.18522452933504607
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Higgs,LogisticRegression,centroid,0.15986158264007325
Encoded,encoded,MLP,KMeans,2,10,Higgs,LogisticRegression,centroid,0.11251116717216292
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,LogisticRegression,centroid,0.03760002084205546
Original,original,,KMeans,1,10,Higgs,LogisticRegression,centroid,0.06956465921327934
Decoded,decoded,GNN,KMeans,4,10,Higgs,LogisticRegression,centroid,0.19344914317921674
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Higgs,LogisticRegression,centroid,0.1878485994038725
Encoded,encoded,GNN,KMeans,2,10,Higgs,LogisticRegression,centroid,0.10244430734010254
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,LogisticRegression,centroid,0.0339881232040708
Original,original,,KMeans,1,10,Higgs,LogisticRegression,centroid,0.06956465921327934
Decoded,decoded,MLP,KMeans,3,10,Higgs,LogisticRegression,closest,0.15966875246007112
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Higgs,LogisticRegression,closest,0.15019148050400366
Encoded,encoded,MLP,KMeans,2,10,Higgs,LogisticRegression,closest,0.1513709150174008
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,LogisticRegression,closest,0.08457522638241946
Original,original,,KMeans,4,10,Higgs,LogisticRegression,closest,0.1620514392986013
Decoded,decoded,GNN,KMeans,4,10,Higgs,LogisticRegression,closest,0.17387433640194955
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Higgs,LogisticRegression,closest,0.16840306159444896
Encoded,encoded,GNN,KMeans,2,10,Higgs,LogisticRegression,closest,0.1626437853360025
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,LogisticRegression,closest,0.07686562419927304
Original,original,,KMeans,1,10,Higgs,LogisticRegression,closest,0.1620514392986013
Decoded,decoded,MLP,Agglo,4,10,Higgs,MLPClassifier,centroid,0.2661440223471787
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Higgs,MLPClassifier,centroid,0.2650609864111296
Encoded,encoded,MLP,Agglo,2,10,Higgs,MLPClassifier,centroid,0.2109535404230425
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,MLPClassifier,centroid,0.1398437234784867
Original,original,,Agglo,1,10,Higgs,MLPClassifier,centroid,0.1830977090940134
Decoded,decoded,GNN,Agglo,3,10,Higgs,MLPClassifier,centroid,0.2372187914582992
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Higgs,MLPClassifier,centroid,0.2748161579220646
Encoded,encoded,GNN,Agglo,2,10,Higgs,MLPClassifier,centroid,0.2009639692523965
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,MLPClassifier,centroid,0.163274459474124
Original,original,,Agglo,1,10,Higgs,MLPClassifier,centroid,0.1830977090940134
Decoded,decoded,MLP,Agglo,4,10,Higgs,MLPClassifier,closest,0.2736635842894136
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Higgs,MLPClassifier,closest,0.2471820024447441
Encoded,encoded,MLP,Agglo,1,10,Higgs,MLPClassifier,closest,0.237793605128821
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,MLPClassifier,closest,0.2047661976813572
Original,original,,Agglo,2,10,Higgs,MLPClassifier,closest,0.2433512497412869
Decoded,decoded,GNN,Agglo,3,10,Higgs,MLPClassifier,closest,0.2698851087069487
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Higgs,MLPClassifier,closest,0.2714629912660967
Encoded,encoded,GNN,Agglo,2,10,Higgs,MLPClassifier,closest,0.2575259629563017
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,MLPClassifier,closest,0.1919550177927331
Original,original,,Agglo,1,10,Higgs,MLPClassifier,closest,0.2433512497412869
Decoded,decoded,MLP,KIP,2,10,Higgs,MLPClassifier,centroid,0.2852119679512307
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Higgs,MLPClassifier,centroid,0.2994393233145166
Encoded,encoded,MLP,KIP,3,10,Higgs,MLPClassifier,centroid,0.2882026573047252
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Higgs,MLPClassifier,centroid,0.2570022739635064
Original,original,,KIP,1,10,Higgs,MLPClassifier,centroid,0.25757859467522193
Decoded,decoded,GNN,KIP,3,10,Higgs,MLPClassifier,centroid,0.28783660273492007
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,Higgs,MLPClassifier,centroid,0.292268717021415
Encoded,encoded,GNN,KIP,1,10,Higgs,MLPClassifier,centroid,0.27454757085036086
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,Higgs,MLPClassifier,centroid,0.2871812014706011
Original,original,,KIP,0,10,Higgs,MLPClassifier,centroid,0.25757859467522193
Decoded,decoded,MLP,KMeans,4,10,Higgs,MLPClassifier,centroid,0.2619605281402398
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Higgs,MLPClassifier,centroid,0.253099058130542
Encoded,encoded,MLP,KMeans,2,10,Higgs,MLPClassifier,centroid,0.20300093097600116
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,MLPClassifier,centroid,0.14250680606397922
Original,original,,KMeans,1,10,Higgs,MLPClassifier,centroid,0.1875511566176135
Decoded,decoded,GNN,KMeans,4,10,Higgs,MLPClassifier,centroid,0.2832214064094306
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Higgs,MLPClassifier,centroid,0.28058570086984436
Encoded,encoded,GNN,KMeans,2,10,Higgs,MLPClassifier,centroid,0.19742726688067352
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,MLPClassifier,centroid,0.15382703203255166
Original,original,,KMeans,1,10,Higgs,MLPClassifier,centroid,0.1875511566176135
Decoded,decoded,MLP,KMeans,4,10,Higgs,MLPClassifier,closest,0.2624856928861764
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Higgs,MLPClassifier,closest,0.2479576854120864
Encoded,encoded,MLP,KMeans,2,10,Higgs,MLPClassifier,closest,0.2493683281161375
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,MLPClassifier,closest,0.18723712886438088
Original,original,,KMeans,3,10,Higgs,MLPClassifier,closest,0.2599398362039166
Decoded,decoded,GNN,KMeans,4,10,Higgs,MLPClassifier,closest,0.26818174019871777
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Higgs,MLPClassifier,closest,0.2637411572793559
Encoded,encoded,GNN,KMeans,1,10,Higgs,MLPClassifier,closest,0.2555105534861696
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,MLPClassifier,closest,0.19788215344610008
Original,original,,KMeans,2,10,Higgs,MLPClassifier,closest,0.2599398362039166
Decoded,decoded,MLP,Agglo,3,10,Higgs,XGBClassifier,centroid,0.314610122202097
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Higgs,XGBClassifier,centroid,0.3204369032391038
Encoded,encoded,MLP,Agglo,1,10,Higgs,XGBClassifier,centroid,0.2603039696846336
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Higgs,XGBClassifier,centroid,0.2142157988813006
Original,original,,Agglo,2,10,Higgs,XGBClassifier,centroid,0.2737187789520964
Decoded,decoded,GNN,Agglo,4,10,Higgs,XGBClassifier,centroid,0.3097010834922779
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Higgs,XGBClassifier,centroid,0.279041397045857
Encoded,encoded,GNN,Agglo,3,10,Higgs,XGBClassifier,centroid,0.2918189137650673
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Higgs,XGBClassifier,centroid,0.2440824557762337
Original,original,,Agglo,1,10,Higgs,XGBClassifier,centroid,0.2737187789520964
Decoded,decoded,MLP,Agglo,4,10,Higgs,XGBClassifier,closest,0.2975945266385461
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,Higgs,XGBClassifier,closest,0.242534041455553
Encoded,encoded,MLP,Agglo,2,10,Higgs,XGBClassifier,closest,0.274751893427339
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Higgs,XGBClassifier,closest,0.2509279041089113
Original,original,,Agglo,3,10,Higgs,XGBClassifier,closest,0.2938671799700812
Decoded,decoded,GNN,Agglo,2,10,Higgs,XGBClassifier,closest,0.2834772200567705
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,Higgs,XGBClassifier,closest,0.2645327848845241
Encoded,encoded,GNN,Agglo,1,10,Higgs,XGBClassifier,closest,0.2734788993168613
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,Higgs,XGBClassifier,closest,0.3075059076903748
Original,original,,Agglo,3,10,Higgs,XGBClassifier,closest,0.2938671799700812
Decoded,decoded,MLP,KIP,4,10,Higgs,XGBClassifier,centroid,0.3249049154899014
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,Higgs,XGBClassifier,centroid,0.30450710944936893
Encoded,encoded,MLP,KIP,2,10,Higgs,XGBClassifier,centroid,0.3087133480443086
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Higgs,XGBClassifier,centroid,0.30814195824308327
Original,original,,KIP,3,10,Higgs,XGBClassifier,centroid,0.3093402529934658
Decoded,decoded,GNN,KIP,1,10,Higgs,XGBClassifier,centroid,0.30048612321458007
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,Higgs,XGBClassifier,centroid,0.299244543379825
Encoded,encoded,GNN,KIP,2,10,Higgs,XGBClassifier,centroid,0.3024055760057135
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,Higgs,XGBClassifier,centroid,0.3049357210851632
Original,original,,KIP,4,10,Higgs,XGBClassifier,centroid,0.3093402529934658
Decoded,decoded,MLP,KMeans,4,10,Higgs,XGBClassifier,centroid,0.3092631466254775
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Higgs,XGBClassifier,centroid,0.29211056203275043
Encoded,encoded,MLP,KMeans,1,10,Higgs,XGBClassifier,centroid,0.27082761348195394
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,XGBClassifier,centroid,0.25527887624243173
Original,original,,KMeans,3,10,Higgs,XGBClassifier,centroid,0.3081717353428615
Decoded,decoded,GNN,KMeans,3,10,Higgs,XGBClassifier,centroid,0.30766810101755354
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Higgs,XGBClassifier,centroid,0.28846143029028
Encoded,encoded,GNN,KMeans,1,10,Higgs,XGBClassifier,centroid,0.25894959407274554
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,XGBClassifier,centroid,0.22707877721124978
Original,original,,KMeans,4,10,Higgs,XGBClassifier,centroid,0.3081717353428615
Decoded,decoded,MLP,KMeans,1,10,Higgs,XGBClassifier,closest,0.26840433647363177
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Higgs,XGBClassifier,closest,0.27751409151721146
Encoded,encoded,MLP,KMeans,2,10,Higgs,XGBClassifier,closest,0.27491356840100567
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Higgs,XGBClassifier,closest,0.24747129194018788
Original,original,,KMeans,4,10,Higgs,XGBClassifier,closest,0.2897221738083463
Decoded,decoded,GNN,KMeans,2,10,Higgs,XGBClassifier,closest,0.28823835865259284
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Higgs,XGBClassifier,closest,0.2754594408392358
Encoded,encoded,GNN,KMeans,4,10,Higgs,XGBClassifier,closest,0.2942607591199937
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Higgs,XGBClassifier,closest,0.2452675453425885
Original,original,,KMeans,3,10,Higgs,XGBClassifier,closest,0.2897221738083463
Decoded,decoded,MLP,Agglo,2,10,HomeEquityCredit,GaussianNB,centroid,0.0953757225433525
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,GaussianNB,centroid,0.1965317919075143
Encoded,encoded,MLP,Agglo,3,10,HomeEquityCredit,GaussianNB,centroid,0.1136801541425819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,HomeEquityCredit,GaussianNB,centroid,0.0183044315992291
Original,original,,Agglo,1,10,HomeEquityCredit,GaussianNB,centroid,0.0558766859344893
Decoded,decoded,GNN,Agglo,3,10,HomeEquityCredit,GaussianNB,centroid,0.1271676300578034
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,HomeEquityCredit,GaussianNB,centroid,0.1502890173410404
Encoded,encoded,GNN,Agglo,2,10,HomeEquityCredit,GaussianNB,centroid,0.0597302504816954
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,HomeEquityCredit,GaussianNB,centroid,0.0375722543352599
Original,original,,Agglo,1,10,HomeEquityCredit,GaussianNB,centroid,0.0558766859344893
Decoded,decoded,MLP,Agglo,0,10,HomeEquityCredit,GaussianNB,closest,0.0770712909441231
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,GaussianNB,closest,0.1714836223506742
Encoded,encoded,MLP,Agglo,1,10,HomeEquityCredit,GaussianNB,closest,0.0809248554913294
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,HomeEquityCredit,GaussianNB,closest,0.1175337186897879
Original,original,,Agglo,2,10,HomeEquityCredit,GaussianNB,closest,0.0905587668593448
Decoded,decoded,GNN,Agglo,3,10,HomeEquityCredit,GaussianNB,closest,0.1473988439306358
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,HomeEquityCredit,GaussianNB,closest,0.1425818882466281
Encoded,encoded,GNN,Agglo,4,10,HomeEquityCredit,GaussianNB,closest,0.167630057803468
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,HomeEquityCredit,GaussianNB,closest,0.0500963391136801
Original,original,,Agglo,1,10,HomeEquityCredit,GaussianNB,closest,0.0905587668593448
Decoded,decoded,MLP,KIP,1,10,HomeEquityCredit,GaussianNB,centroid,0.21849710982658946
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,HomeEquityCredit,GaussianNB,centroid,0.253179190751445
Encoded,encoded,MLP,KIP,0,10,HomeEquityCredit,GaussianNB,centroid,0.21676300578034677
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,HomeEquityCredit,GaussianNB,centroid,0.21868978805394979
Original,original,,KIP,4,10,HomeEquityCredit,GaussianNB,centroid,0.2801541425818882
Decoded,decoded,GNN,KIP,3,10,HomeEquityCredit,GaussianNB,centroid,0.2256262042389209
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,HomeEquityCredit,GaussianNB,centroid,0.22466281310211939
Encoded,encoded,GNN,KIP,1,10,HomeEquityCredit,GaussianNB,centroid,0.19210019267822726
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,HomeEquityCredit,GaussianNB,centroid,0.1624277456647398
Original,original,,KIP,4,10,HomeEquityCredit,GaussianNB,centroid,0.2801541425818882
Decoded,decoded,MLP,KMeans,4,10,HomeEquityCredit,GaussianNB,centroid,0.11984585741811163
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,GaussianNB,centroid,0.09556840077071285
Encoded,encoded,MLP,KMeans,2,10,HomeEquityCredit,GaussianNB,centroid,0.0701348747591521
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,HomeEquityCredit,GaussianNB,centroid,0.05953757225433511
Original,original,,KMeans,1,10,HomeEquityCredit,GaussianNB,centroid,0.06878612716762986
Decoded,decoded,GNN,KMeans,3,10,HomeEquityCredit,GaussianNB,centroid,0.09595375722543338
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,HomeEquityCredit,GaussianNB,centroid,0.17687861271676286
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,GaussianNB,centroid,0.05086705202312132
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,GaussianNB,centroid,0.02119460500963382
Original,original,,KMeans,2,10,HomeEquityCredit,GaussianNB,centroid,0.06878612716762986
Decoded,decoded,MLP,KMeans,0,10,HomeEquityCredit,GaussianNB,closest,0.052215799614643454
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,HomeEquityCredit,GaussianNB,closest,0.057996146435452624
Encoded,encoded,MLP,KMeans,4,10,HomeEquityCredit,GaussianNB,closest,0.11753371868978787
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,HomeEquityCredit,GaussianNB,closest,0.06069364161849698
Original,original,,KMeans,3,10,HomeEquityCredit,GaussianNB,closest,0.07283236994219641
Decoded,decoded,GNN,KMeans,4,10,HomeEquityCredit,GaussianNB,closest,0.10057803468208086
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,GaussianNB,closest,0.06319845857418097
Encoded,encoded,GNN,KMeans,3,10,HomeEquityCredit,GaussianNB,closest,0.09807321772639685
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,HomeEquityCredit,GaussianNB,closest,0.08882466281310201
Original,original,,KMeans,1,10,HomeEquityCredit,GaussianNB,closest,0.07283236994219641
Decoded,decoded,MLP,Agglo,3,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.0721951219512196
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.1092682926829268
Encoded,encoded,MLP,Agglo,2,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.0399999999999999
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.0263414634146341
Original,original,,Agglo,0,10,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0009756097560974
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.1560975609756097
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.1385365853658536
Encoded,encoded,GNN,Agglo,2,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.0507317073170731
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.0136585365853659
Original,original,,Agglo,0,10,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0009756097560974
Decoded,decoded,MLP,Agglo,2,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0702439024390244
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0848780487804878
Encoded,encoded,MLP,Agglo,1,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0692682926829268
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0565853658536584
Original,original,,Agglo,3,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0799999999999999
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,KNeighborsClassifier,closest,0.1287804878048781
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0848780487804878
Encoded,encoded,GNN,Agglo,3,10,HomeEquityCredit,KNeighborsClassifier,closest,0.1190243902439024
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0370731707317072
Original,original,,Agglo,1,10,HomeEquityCredit,KNeighborsClassifier,closest,0.0799999999999999
Decoded,decoded,MLP,KIP,4,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.23804878048780487
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.2048780487804877
Encoded,encoded,MLP,KIP,0,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.18770731707317073
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.20195121951219508
Original,original,,KIP,3,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.21619512195121954
Decoded,decoded,GNN,KIP,3,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.2150243902439025
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.21053658536585368
Encoded,encoded,GNN,KIP,1,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.20975609756097557
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.1609756097560975
Original,original,,KIP,4,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.21619512195121954
Decoded,decoded,MLP,KMeans,3,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.08956097560975605
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.09190243902439024
Encoded,encoded,MLP,KMeans,2,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.04936585365853648
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.027902439024390296
Original,original,,KMeans,0,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.00682926829268298
Decoded,decoded,GNN,KMeans,4,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.15375609756097564
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.13229268292682922
Encoded,encoded,GNN,KMeans,2,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.01892682926829268
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.0009756097560976
Original,original,,KMeans,1,10,HomeEquityCredit,KNeighborsClassifier,centroid,0.00682926829268298
Decoded,decoded,MLP,KMeans,2,10,HomeEquityCredit,KNeighborsClassifier,closest,0.05931707317073169
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,KNeighborsClassifier,closest,0.07492682926829264
Encoded,encoded,MLP,KMeans,1,10,HomeEquityCredit,KNeighborsClassifier,closest,0.049756097560975585
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,HomeEquityCredit,KNeighborsClassifier,closest,0.03921951219512198
Original,original,,KMeans,4,10,HomeEquityCredit,KNeighborsClassifier,closest,0.08156097560975607
Decoded,decoded,GNN,KMeans,3,10,HomeEquityCredit,KNeighborsClassifier,closest,0.08429268292682926
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,HomeEquityCredit,KNeighborsClassifier,closest,0.08780487804878045
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,KNeighborsClassifier,closest,0.06341463414634145
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,KNeighborsClassifier,closest,0.02224390243902436
Original,original,,KMeans,2,10,HomeEquityCredit,KNeighborsClassifier,closest,0.08156097560975607
Decoded,decoded,MLP,Agglo,3,10,HomeEquityCredit,LogisticRegression,centroid,0.1134686346863468
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,LogisticRegression,centroid,0.1392988929889299
Encoded,encoded,MLP,Agglo,2,10,HomeEquityCredit,LogisticRegression,centroid,0.0599630996309963
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,HomeEquityCredit,LogisticRegression,centroid,0.0387453874538745
Original,original,,Agglo,1,10,HomeEquityCredit,LogisticRegression,centroid,0.0553505535055351
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,LogisticRegression,centroid,0.2749077490774907
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,HomeEquityCredit,LogisticRegression,centroid,0.1605166051660516
Encoded,encoded,GNN,Agglo,2,10,HomeEquityCredit,LogisticRegression,centroid,0.0654981549815498
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,HomeEquityCredit,LogisticRegression,centroid,0.0654981549815498
Original,original,,Agglo,0,10,HomeEquityCredit,LogisticRegression,centroid,0.0553505535055351
Decoded,decoded,MLP,Agglo,1,10,HomeEquityCredit,LogisticRegression,closest,0.0931734317343173
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,HomeEquityCredit,LogisticRegression,closest,0.1383763837638376
Encoded,encoded,MLP,Agglo,0,10,HomeEquityCredit,LogisticRegression,closest,0.0839483394833948
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,HomeEquityCredit,LogisticRegression,closest,0.0977859778597787
Original,original,,Agglo,4,10,HomeEquityCredit,LogisticRegression,closest,0.1512915129151292
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,LogisticRegression,closest,0.1568265682656827
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,HomeEquityCredit,LogisticRegression,closest,0.1476014760147601
Encoded,encoded,GNN,Agglo,1,10,HomeEquityCredit,LogisticRegression,closest,0.1236162361623616
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,HomeEquityCredit,LogisticRegression,closest,0.07380073800738
Original,original,,Agglo,3,10,HomeEquityCredit,LogisticRegression,closest,0.1512915129151292
Decoded,decoded,MLP,KIP,4,10,HomeEquityCredit,LogisticRegression,centroid,0.2701107011070111
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,HomeEquityCredit,LogisticRegression,centroid,0.23357933579335793
Encoded,encoded,MLP,KIP,2,10,HomeEquityCredit,LogisticRegression,centroid,0.2282287822878229
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,HomeEquityCredit,LogisticRegression,centroid,0.22638376383763842
Original,original,,KIP,0,10,HomeEquityCredit,LogisticRegression,centroid,0.22029520295202948
Decoded,decoded,GNN,KIP,2,10,HomeEquityCredit,LogisticRegression,centroid,0.22970479704797048
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,HomeEquityCredit,LogisticRegression,centroid,0.2415129151291512
Encoded,encoded,GNN,KIP,4,10,HomeEquityCredit,LogisticRegression,centroid,0.24225092250922503
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,HomeEquityCredit,LogisticRegression,centroid,0.16143911439114386
Original,original,,KIP,1,10,HomeEquityCredit,LogisticRegression,centroid,0.22029520295202948
Decoded,decoded,MLP,KMeans,4,10,HomeEquityCredit,LogisticRegression,centroid,0.15590405904059038
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,LogisticRegression,centroid,0.13265682656826566
Encoded,encoded,MLP,KMeans,1,10,HomeEquityCredit,LogisticRegression,centroid,0.053505535055350585
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,HomeEquityCredit,LogisticRegression,centroid,0.05350553505535054
Original,original,,KMeans,2,10,HomeEquityCredit,LogisticRegression,centroid,0.06660516605166047
Decoded,decoded,GNN,KMeans,3,10,HomeEquityCredit,LogisticRegression,centroid,0.19852398523985232
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,HomeEquityCredit,LogisticRegression,centroid,0.21531365313653134
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,LogisticRegression,centroid,0.05405904059040587
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,LogisticRegression,centroid,0.04833948339483392
Original,original,,KMeans,2,10,HomeEquityCredit,LogisticRegression,centroid,0.06660516605166047
Decoded,decoded,MLP,KMeans,0,10,HomeEquityCredit,LogisticRegression,closest,0.06457564575645755
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,LogisticRegression,closest,0.08634686346863467
Encoded,encoded,MLP,KMeans,2,10,HomeEquityCredit,LogisticRegression,closest,0.08302583025830255
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,HomeEquityCredit,LogisticRegression,closest,0.07546125461254613
Original,original,,KMeans,4,10,HomeEquityCredit,LogisticRegression,closest,0.14797047970479701
Decoded,decoded,GNN,KMeans,3,10,HomeEquityCredit,LogisticRegression,closest,0.13099630996309963
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,HomeEquityCredit,LogisticRegression,closest,0.12712177121771215
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,LogisticRegression,closest,0.11383763837638372
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,LogisticRegression,closest,0.10922509225092245
Original,original,,KMeans,4,10,HomeEquityCredit,LogisticRegression,closest,0.14797047970479701
Decoded,decoded,MLP,Agglo,3,10,HomeEquityCredit,MLPClassifier,centroid,0.1103835360149672
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,MLPClassifier,centroid,0.1814780168381666
Encoded,encoded,MLP,Agglo,0,10,HomeEquityCredit,MLPClassifier,centroid,0.0308699719363891
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,HomeEquityCredit,MLPClassifier,centroid,0.0318054256314313
Original,original,,Agglo,2,10,HomeEquityCredit,MLPClassifier,centroid,0.1066417212347988
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,MLPClassifier,centroid,0.2609915809167447
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,HomeEquityCredit,MLPClassifier,centroid,0.1749298409728717
Encoded,encoded,GNN,Agglo,2,10,HomeEquityCredit,MLPClassifier,centroid,0.1075771749298409
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,HomeEquityCredit,MLPClassifier,centroid,0.1075771749298409
Original,original,,Agglo,0,10,HomeEquityCredit,MLPClassifier,centroid,0.1066417212347988
Decoded,decoded,MLP,Agglo,2,10,HomeEquityCredit,MLPClassifier,closest,0.0841908325537886
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,HomeEquityCredit,MLPClassifier,closest,0.1524789522918616
Encoded,encoded,MLP,Agglo,0,10,HomeEquityCredit,MLPClassifier,closest,0.070159027128157
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,HomeEquityCredit,MLPClassifier,closest,0.079513564078578
Original,original,,Agglo,3,10,HomeEquityCredit,MLPClassifier,closest,0.1403180542563142
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,MLPClassifier,closest,0.1814780168381664
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,HomeEquityCredit,MLPClassifier,closest,0.1225444340505145
Encoded,encoded,GNN,Agglo,3,10,HomeEquityCredit,MLPClassifier,closest,0.157156220767072
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,HomeEquityCredit,MLPClassifier,closest,0.1141253507951357
Original,original,,Agglo,2,10,HomeEquityCredit,MLPClassifier,closest,0.1403180542563142
Decoded,decoded,MLP,KIP,4,10,HomeEquityCredit,MLPClassifier,centroid,0.268288119738073
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,HomeEquityCredit,MLPClassifier,centroid,0.23030869971936382
Encoded,encoded,MLP,KIP,1,10,HomeEquityCredit,MLPClassifier,centroid,0.20467726847521045
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,HomeEquityCredit,MLPClassifier,centroid,0.1966323666978485
Original,original,,KIP,2,10,HomeEquityCredit,MLPClassifier,centroid,0.21403180542563138
Decoded,decoded,GNN,KIP,3,10,HomeEquityCredit,MLPClassifier,centroid,0.2325537885874649
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,HomeEquityCredit,MLPClassifier,centroid,0.24901777362020577
Encoded,encoded,GNN,KIP,2,10,HomeEquityCredit,MLPClassifier,centroid,0.21665107577174933
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,HomeEquityCredit,MLPClassifier,centroid,0.13919550982226375
Original,original,,KIP,1,10,HomeEquityCredit,MLPClassifier,centroid,0.21403180542563138
Decoded,decoded,MLP,KMeans,4,10,HomeEquityCredit,MLPClassifier,centroid,0.17006548175865294
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,MLPClassifier,centroid,0.11487371375116931
Encoded,encoded,MLP,KMeans,0,10,HomeEquityCredit,MLPClassifier,centroid,0.04845650140318042
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,HomeEquityCredit,MLPClassifier,centroid,0.055378858746491996
Original,original,,KMeans,2,10,HomeEquityCredit,MLPClassifier,centroid,0.11431244153414408
Decoded,decoded,GNN,KMeans,3,10,HomeEquityCredit,MLPClassifier,centroid,0.17511693171188022
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,HomeEquityCredit,MLPClassifier,centroid,0.19775491113189886
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,MLPClassifier,centroid,0.08456501403180539
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,MLPClassifier,centroid,0.07614593077642653
Original,original,,KMeans,2,10,HomeEquityCredit,MLPClassifier,centroid,0.11431244153414408
Decoded,decoded,MLP,KMeans,0,10,HomeEquityCredit,MLPClassifier,closest,0.06136576239476142
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,MLPClassifier,closest,0.0836295603367633
Encoded,encoded,MLP,KMeans,2,10,HomeEquityCredit,MLPClassifier,closest,0.08101028999064544
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,HomeEquityCredit,MLPClassifier,closest,0.06735266604303083
Original,original,,KMeans,4,10,HomeEquityCredit,MLPClassifier,closest,0.1287184284377923
Decoded,decoded,GNN,KMeans,4,10,HomeEquityCredit,MLPClassifier,closest,0.13171188026192698
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,MLPClassifier,closest,0.10402245088868096
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,MLPClassifier,closest,0.1173058933582787
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,HomeEquityCredit,MLPClassifier,closest,0.12029934518241345
Original,original,,KMeans,3,10,HomeEquityCredit,MLPClassifier,closest,0.1287184284377923
Decoded,decoded,MLP,Agglo,4,10,HomeEquityCredit,XGBClassifier,centroid,0.2007684918347742
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,HomeEquityCredit,XGBClassifier,centroid,0.1268011527377519
Encoded,encoded,MLP,Agglo,0,10,HomeEquityCredit,XGBClassifier,centroid,0.0778097982708934
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,HomeEquityCredit,XGBClassifier,centroid,0.1344860710854946
Original,original,,Agglo,2,10,HomeEquityCredit,XGBClassifier,centroid,0.1335254562920269
Decoded,decoded,GNN,Agglo,4,10,HomeEquityCredit,XGBClassifier,centroid,0.2680115273775215
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,HomeEquityCredit,XGBClassifier,centroid,0.1834774255523534
Encoded,encoded,GNN,Agglo,0,10,HomeEquityCredit,XGBClassifier,centroid,0.1037463976945244
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,HomeEquityCredit,XGBClassifier,centroid,0.1229586935638807
Original,original,,Agglo,2,10,HomeEquityCredit,XGBClassifier,centroid,0.1335254562920269
Decoded,decoded,MLP,Agglo,2,10,HomeEquityCredit,XGBClassifier,closest,0.1633045148895292
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,HomeEquityCredit,XGBClassifier,closest,0.2161383285302592
Encoded,encoded,MLP,Agglo,0,10,HomeEquityCredit,XGBClassifier,closest,0.0806916426512967
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,HomeEquityCredit,XGBClassifier,closest,0.1556195965417866
Original,original,,Agglo,4,10,HomeEquityCredit,XGBClassifier,closest,0.2267050912584053
Decoded,decoded,GNN,Agglo,1,10,HomeEquityCredit,XGBClassifier,closest,0.1546589817483188
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,HomeEquityCredit,XGBClassifier,closest,0.1536983669548511
Encoded,encoded,GNN,Agglo,2,10,HomeEquityCredit,XGBClassifier,closest,0.1729106628242075
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,HomeEquityCredit,XGBClassifier,closest,0.2219020172910661
Original,original,,Agglo,4,10,HomeEquityCredit,XGBClassifier,closest,0.2267050912584053
Decoded,decoded,MLP,KIP,2,10,HomeEquityCredit,XGBClassifier,centroid,0.23458213256484145
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,HomeEquityCredit,XGBClassifier,centroid,0.21594620557156582
Encoded,encoded,MLP,KIP,3,10,HomeEquityCredit,XGBClassifier,centroid,0.2370797310278577
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,HomeEquityCredit,XGBClassifier,centroid,0.22190201729106623
Original,original,,KIP,4,10,HomeEquityCredit,XGBClassifier,centroid,0.2705091258405378
Decoded,decoded,GNN,KIP,2,10,HomeEquityCredit,XGBClassifier,centroid,0.25014409221902006
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,HomeEquityCredit,XGBClassifier,centroid,0.251488952929875
Encoded,encoded,GNN,KIP,1,10,HomeEquityCredit,XGBClassifier,centroid,0.24303554274735814
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,HomeEquityCredit,XGBClassifier,centroid,0.2286263208453409
Original,original,,KIP,4,10,HomeEquityCredit,XGBClassifier,centroid,0.2705091258405378
Decoded,decoded,MLP,KMeans,2,10,HomeEquityCredit,XGBClassifier,centroid,0.1750240153698366
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,HomeEquityCredit,XGBClassifier,centroid,0.18847262247838606
Encoded,encoded,MLP,KMeans,0,10,HomeEquityCredit,XGBClassifier,centroid,0.06282420749279524
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,HomeEquityCredit,XGBClassifier,centroid,0.08952929875120069
Original,original,,KMeans,4,10,HomeEquityCredit,XGBClassifier,centroid,0.2758885686839577
Decoded,decoded,GNN,KMeans,4,10,HomeEquityCredit,XGBClassifier,centroid,0.27838616714697395
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,HomeEquityCredit,XGBClassifier,centroid,0.23246878001921223
Encoded,encoded,GNN,KMeans,0,10,HomeEquityCredit,XGBClassifier,centroid,0.10951008645533129
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,HomeEquityCredit,XGBClassifier,centroid,0.12449567723342932
Original,original,,KMeans,3,10,HomeEquityCredit,XGBClassifier,centroid,0.2758885686839577
Decoded,decoded,MLP,KMeans,3,10,HomeEquityCredit,XGBClassifier,closest,0.14178674351585005
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,HomeEquityCredit,XGBClassifier,closest,0.12680115273775205
Encoded,encoded,MLP,KMeans,1,10,HomeEquityCredit,XGBClassifier,closest,0.10470701248799222
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,HomeEquityCredit,XGBClassifier,closest,0.07761767531219975
Original,original,,KMeans,4,10,HomeEquityCredit,XGBClassifier,closest,0.19154658981748313
Decoded,decoded,GNN,KMeans,2,10,HomeEquityCredit,XGBClassifier,closest,0.15734870317002875
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,HomeEquityCredit,XGBClassifier,closest,0.17348703170028804
Encoded,encoded,GNN,KMeans,1,10,HomeEquityCredit,XGBClassifier,closest,0.1502401536983669
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,HomeEquityCredit,XGBClassifier,closest,0.14236311239193072
Original,original,,KMeans,4,10,HomeEquityCredit,XGBClassifier,closest,0.19154658981748313
Decoded,decoded,MLP,Agglo,4,10,House,GaussianNB,centroid,0.2454596719577575
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,House,GaussianNB,centroid,0.098471492594901
Encoded,encoded,MLP,Agglo,3,10,House,GaussianNB,centroid,0.133743993222223
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,GaussianNB,centroid,-0.0513772755603404
Original,original,,Agglo,1,10,House,GaussianNB,centroid,0.0944490762850658
Decoded,decoded,GNN,Agglo,4,10,House,GaussianNB,centroid,0.2462917843738784
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,House,GaussianNB,centroid,0.190626593600505
Encoded,encoded,GNN,Agglo,2,10,House,GaussianNB,centroid,0.1339684800997238
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,GaussianNB,centroid,-0.0397751893433489
Original,original,,Agglo,1,10,House,GaussianNB,centroid,0.0944490762850658
Decoded,decoded,MLP,Agglo,4,10,House,GaussianNB,closest,0.1524891871254615
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,House,GaussianNB,closest,0.1079938374035069
Encoded,encoded,MLP,Agglo,3,10,House,GaussianNB,closest,0.122564978428214
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,GaussianNB,closest,-0.0546555394565367
Original,original,,Agglo,1,10,House,GaussianNB,closest,0.033694077269894
Decoded,decoded,GNN,Agglo,3,10,House,GaussianNB,closest,0.0711423737868398
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,House,GaussianNB,closest,0.0710015298564848
Encoded,encoded,GNN,Agglo,4,10,House,GaussianNB,closest,0.1334855095339469
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,GaussianNB,closest,-0.038095315185512
Original,original,,Agglo,1,10,House,GaussianNB,closest,0.033694077269894
Decoded,decoded,MLP,KIP,3,10,House,GaussianNB,centroid,0.24954738372955795
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,House,GaussianNB,centroid,0.1751870768948499
Encoded,encoded,MLP,KIP,2,10,House,GaussianNB,centroid,0.24407691913345902
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,House,GaussianNB,centroid,-0.013068374062052362
Original,original,,KIP,4,10,House,GaussianNB,centroid,0.30224092946201386
Decoded,decoded,GNN,KIP,2,10,House,GaussianNB,centroid,0.2374518580875984
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,House,GaussianNB,centroid,0.22633705949172062
Encoded,encoded,GNN,KIP,3,10,House,GaussianNB,centroid,0.25426668069709635
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,House,GaussianNB,centroid,0.0317602523318843
Original,original,,KIP,4,10,House,GaussianNB,centroid,0.30224092946201386
Decoded,decoded,MLP,KMeans,4,10,House,GaussianNB,centroid,0.15931812110959095
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,House,GaussianNB,centroid,0.10946973069669166
Encoded,encoded,MLP,KMeans,3,10,House,GaussianNB,centroid,0.11376681965231505
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,GaussianNB,centroid,-0.05670700415246764
Original,original,,KMeans,1,10,House,GaussianNB,centroid,0.07291484878164592
Decoded,decoded,GNN,KMeans,4,10,House,GaussianNB,centroid,0.18696206117807032
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,House,GaussianNB,centroid,0.11502329860801934
Encoded,encoded,GNN,KMeans,2,10,House,GaussianNB,centroid,0.0976879470513162
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,GaussianNB,centroid,-0.030584718163740497
Original,original,,KMeans,1,10,House,GaussianNB,centroid,0.07291484878164592
Decoded,decoded,MLP,KMeans,3,10,House,GaussianNB,closest,0.09051181389174431
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,House,GaussianNB,closest,0.0782017305995579
Encoded,encoded,MLP,KMeans,4,10,House,GaussianNB,closest,0.15426824562965594
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,GaussianNB,closest,-0.0505013450325533
Original,original,,KMeans,1,10,House,GaussianNB,closest,0.05733243754435088
Decoded,decoded,GNN,KMeans,3,10,House,GaussianNB,closest,0.07401051742606359
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,House,GaussianNB,closest,0.06128696815901863
Encoded,encoded,GNN,KMeans,4,10,House,GaussianNB,closest,0.1504661070683686
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,GaussianNB,closest,-0.02849051461997772
Original,original,,KMeans,1,10,House,GaussianNB,closest,0.05733243754435088
Decoded,decoded,MLP,Agglo,4,10,House,KNeighborsClassifier,centroid,0.2620510377058665
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,House,KNeighborsClassifier,centroid,0.1879973285748779
Encoded,encoded,MLP,Agglo,2,10,House,KNeighborsClassifier,centroid,0.165195019487818
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,KNeighborsClassifier,centroid,0.0250051936113868
Original,original,,Agglo,1,10,House,KNeighborsClassifier,centroid,0.118624563129276
Decoded,decoded,GNN,Agglo,4,10,House,KNeighborsClassifier,centroid,0.2884841645673237
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,House,KNeighborsClassifier,centroid,0.1700951112622781
Encoded,encoded,GNN,Agglo,3,10,House,KNeighborsClassifier,centroid,0.17953037853618
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,KNeighborsClassifier,centroid,0.0340998393079282
Original,original,,Agglo,1,10,House,KNeighborsClassifier,centroid,0.118624563129276
Decoded,decoded,MLP,Agglo,4,10,House,KNeighborsClassifier,closest,0.2155252042613891
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,House,KNeighborsClassifier,closest,0.1466616358462809
Encoded,encoded,MLP,Agglo,2,10,House,KNeighborsClassifier,closest,0.1833049812558969
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,KNeighborsClassifier,closest,0.0342679189509053
Original,original,,Agglo,3,10,House,KNeighborsClassifier,closest,0.1970017368229773
Decoded,decoded,GNN,Agglo,4,10,House,KNeighborsClassifier,closest,0.2200816995975508
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,House,KNeighborsClassifier,closest,0.1895169867038589
Encoded,encoded,GNN,Agglo,3,10,House,KNeighborsClassifier,closest,0.199494670288725
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,KNeighborsClassifier,closest,0.0383598401706379
Original,original,,Agglo,2,10,House,KNeighborsClassifier,closest,0.1970017368229773
Decoded,decoded,MLP,KIP,3,10,House,KNeighborsClassifier,centroid,0.34903240168952265
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,House,KNeighborsClassifier,centroid,0.29067614126821295
Encoded,encoded,MLP,KIP,4,10,House,KNeighborsClassifier,centroid,0.3526031272729796
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,House,KNeighborsClassifier,centroid,0.1282492298828746
Original,original,,KIP,2,10,House,KNeighborsClassifier,centroid,0.3384673813935339
Decoded,decoded,GNN,KIP,3,10,House,KNeighborsClassifier,centroid,0.3374418476662959
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,House,KNeighborsClassifier,centroid,0.3368411240809538
Encoded,encoded,GNN,KIP,1,10,House,KNeighborsClassifier,centroid,0.31306772122181503
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,House,KNeighborsClassifier,centroid,0.17431862049748592
Original,original,,KIP,4,10,House,KNeighborsClassifier,centroid,0.3384673813935339
Decoded,decoded,MLP,KMeans,4,10,House,KNeighborsClassifier,centroid,0.22271336074502407
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,House,KNeighborsClassifier,centroid,0.20749843447943145
Encoded,encoded,MLP,KMeans,2,10,House,KNeighborsClassifier,centroid,0.16944718655005858
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,KNeighborsClassifier,centroid,0.028635515575628018
Original,original,,KMeans,1,10,House,KNeighborsClassifier,centroid,0.1316008073772584
Decoded,decoded,GNN,KMeans,3,10,House,KNeighborsClassifier,centroid,0.21405026820850392
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,House,KNeighborsClassifier,centroid,0.21600871832578786
Encoded,encoded,GNN,KMeans,2,10,House,KNeighborsClassifier,centroid,0.15107375126493555
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,KNeighborsClassifier,centroid,0.03049857181884478
Original,original,,KMeans,1,10,House,KNeighborsClassifier,centroid,0.1316008073772584
Decoded,decoded,MLP,KMeans,4,10,House,KNeighborsClassifier,closest,0.19441658266816259
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,House,KNeighborsClassifier,closest,0.1783006701865881
Encoded,encoded,MLP,KMeans,3,10,House,KNeighborsClassifier,closest,0.1824149028633531
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,KNeighborsClassifier,closest,0.034267522302780226
Original,original,,KMeans,1,10,House,KNeighborsClassifier,closest,0.17501801030392658
Decoded,decoded,GNN,KMeans,1,10,House,KNeighborsClassifier,closest,0.1644580472715318
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,House,KNeighborsClassifier,closest,0.182219157013656
Encoded,encoded,GNN,KMeans,4,10,House,KNeighborsClassifier,closest,0.18603292873571875
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,KNeighborsClassifier,closest,0.05568612440570949
Original,original,,KMeans,2,10,House,KNeighborsClassifier,closest,0.17501801030392658
Decoded,decoded,MLP,Agglo,4,10,House,LogisticRegression,centroid,0.2498569069201578
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,House,LogisticRegression,centroid,0.133425787011939
Encoded,encoded,MLP,Agglo,2,10,House,LogisticRegression,centroid,0.0862022970536692
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,LogisticRegression,centroid,0.010462058271032
Original,original,,Agglo,1,10,House,LogisticRegression,centroid,0.065137987115319
Decoded,decoded,GNN,Agglo,4,10,House,LogisticRegression,centroid,0.2719126564883571
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,House,LogisticRegression,centroid,0.1620731476695369
Encoded,encoded,GNN,Agglo,2,10,House,LogisticRegression,centroid,0.136351189500624
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,LogisticRegression,centroid,0.0073576318410468
Original,original,,Agglo,1,10,House,LogisticRegression,centroid,0.065137987115319
Decoded,decoded,MLP,Agglo,4,10,House,LogisticRegression,closest,0.1525536126274915
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,House,LogisticRegression,closest,0.1318191101753677
Encoded,encoded,MLP,Agglo,2,10,House,LogisticRegression,closest,0.1183151577806074
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,LogisticRegression,closest,0.022025996293448
Original,original,,Agglo,1,10,House,LogisticRegression,closest,0.0989962051967371
Decoded,decoded,GNN,Agglo,3,10,House,LogisticRegression,closest,0.1573721302588283
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,House,LogisticRegression,closest,0.1144063843467517
Encoded,encoded,GNN,Agglo,4,10,House,LogisticRegression,closest,0.1586979160100353
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,LogisticRegression,closest,0.0096592241455388
Original,original,,Agglo,1,10,House,LogisticRegression,closest,0.0989962051967371
Decoded,decoded,MLP,KIP,4,10,House,LogisticRegression,centroid,0.2942758229428005
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,House,LogisticRegression,centroid,0.24032083107452182
Encoded,encoded,MLP,KIP,2,10,House,LogisticRegression,centroid,0.2833378131343057
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,House,LogisticRegression,centroid,0.03927190206633966
Original,original,,KIP,3,10,House,LogisticRegression,centroid,0.28798113944956427
Decoded,decoded,GNN,KIP,3,10,House,LogisticRegression,centroid,0.28881534058674463
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,House,LogisticRegression,centroid,0.31330208398996456
Encoded,encoded,GNN,KIP,1,10,House,LogisticRegression,centroid,0.2731607811495354
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,House,LogisticRegression,centroid,0.05668321587513704
Original,original,,KIP,2,10,House,LogisticRegression,centroid,0.28798113944956427
Decoded,decoded,MLP,KMeans,4,10,House,LogisticRegression,centroid,0.18208449425736575
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,House,LogisticRegression,centroid,0.15537089474148685
Encoded,encoded,MLP,KMeans,2,10,House,LogisticRegression,centroid,0.09519958647991014
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,LogisticRegression,centroid,0.00802793782069862
Original,original,,KMeans,1,10,House,LogisticRegression,centroid,0.0533469156192084
Decoded,decoded,GNN,KMeans,4,10,House,LogisticRegression,centroid,0.22956053404606708
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,House,LogisticRegression,centroid,0.22425920649529113
Encoded,encoded,GNN,KMeans,2,10,House,LogisticRegression,centroid,0.12514207188693746
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,LogisticRegression,centroid,0.010704320528498821
Original,original,,KMeans,1,10,House,LogisticRegression,centroid,0.0533469156192084
Decoded,decoded,MLP,KMeans,3,10,House,LogisticRegression,closest,0.13682048437322705
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,House,LogisticRegression,closest,0.1515980786444609
Encoded,encoded,MLP,KMeans,2,10,House,LogisticRegression,closest,0.11830567707611031
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,LogisticRegression,closest,0.01061879247090854
Original,original,,KMeans,1,10,House,LogisticRegression,closest,0.10286776182251407
Decoded,decoded,GNN,KMeans,3,10,House,LogisticRegression,closest,0.14992533945208586
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,House,LogisticRegression,closest,0.11964628903541386
Encoded,encoded,GNN,KMeans,4,10,House,LogisticRegression,closest,0.17496932639090246
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,LogisticRegression,closest,0.01375993141618018
Original,original,,KMeans,1,10,House,LogisticRegression,closest,0.10286776182251407
Decoded,decoded,MLP,Agglo,4,10,House,MLPClassifier,centroid,0.3171833909241024
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,House,MLPClassifier,centroid,0.2056100353189406
Encoded,encoded,MLP,Agglo,2,10,House,MLPClassifier,centroid,0.1417726744541617
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,MLPClassifier,centroid,0.0646142628891198
Original,original,,Agglo,1,10,House,MLPClassifier,centroid,0.1106746147024645
Decoded,decoded,GNN,Agglo,4,10,House,MLPClassifier,centroid,0.3539099290563267
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,House,MLPClassifier,centroid,0.2205536931991926
Encoded,encoded,GNN,Agglo,2,10,House,MLPClassifier,centroid,0.2015802741422542
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,MLPClassifier,centroid,0.0693965583144761
Original,original,,Agglo,1,10,House,MLPClassifier,centroid,0.1106746147024645
Decoded,decoded,MLP,Agglo,4,10,House,MLPClassifier,closest,0.1926573680508836
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,House,MLPClassifier,closest,0.1908498524555071
Encoded,encoded,MLP,Agglo,2,10,House,MLPClassifier,closest,0.1643979152651213
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,MLPClassifier,closest,0.0993373876215521
Original,original,,Agglo,1,10,House,MLPClassifier,closest,0.1433336454956883
Decoded,decoded,GNN,Agglo,3,10,House,MLPClassifier,closest,0.1839298819644057
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,House,MLPClassifier,closest,0.1811758455140357
Encoded,encoded,GNN,Agglo,4,10,House,MLPClassifier,closest,0.2030098503149655
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,MLPClassifier,closest,0.0741501857684544
Original,original,,Agglo,1,10,House,MLPClassifier,closest,0.1433336454956883
Decoded,decoded,MLP,KIP,4,10,House,MLPClassifier,centroid,0.33152463916580016
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,House,MLPClassifier,centroid,0.29879795196012465
Encoded,encoded,MLP,KIP,2,10,House,MLPClassifier,centroid,0.29741739801846967
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,House,MLPClassifier,centroid,0.08809486040609124
Original,original,,KIP,1,10,House,MLPClassifier,centroid,0.27954798253929414
Decoded,decoded,GNN,KIP,3,10,House,MLPClassifier,centroid,0.3412902880557763
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,House,MLPClassifier,centroid,0.34455623891505105
Encoded,encoded,GNN,KIP,2,10,House,MLPClassifier,centroid,0.29763747247874744
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,House,MLPClassifier,centroid,0.11896290746743313
Original,original,,KIP,1,10,House,MLPClassifier,centroid,0.27954798253929414
Decoded,decoded,MLP,KMeans,4,10,House,MLPClassifier,centroid,0.23681177756712118
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,House,MLPClassifier,centroid,0.210022991713045
Encoded,encoded,MLP,KMeans,2,10,House,MLPClassifier,centroid,0.14015589642835288
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,MLPClassifier,centroid,0.06477595024769114
Original,original,,KMeans,1,10,House,MLPClassifier,centroid,0.10653534187511457
Decoded,decoded,GNN,KMeans,4,10,House,MLPClassifier,centroid,0.2677184308299186
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,House,MLPClassifier,centroid,0.24507770931441497
Encoded,encoded,GNN,KMeans,2,10,House,MLPClassifier,centroid,0.16626276680325353
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,MLPClassifier,centroid,0.0662466171793773
Original,original,,KMeans,1,10,House,MLPClassifier,centroid,0.10653534187511457
Decoded,decoded,MLP,KMeans,3,10,House,MLPClassifier,closest,0.19079777230750405
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,House,MLPClassifier,closest,0.20343060057488832
Encoded,encoded,MLP,KMeans,2,10,House,MLPClassifier,closest,0.17248763454834554
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,MLPClassifier,closest,0.07427393584490237
Original,original,,KMeans,1,10,House,MLPClassifier,closest,0.15968384961164447
Decoded,decoded,GNN,KMeans,3,10,House,MLPClassifier,closest,0.1939397819705215
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,House,MLPClassifier,closest,0.1739653729129716
Encoded,encoded,GNN,KMeans,4,10,House,MLPClassifier,closest,0.22546681013393663
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,MLPClassifier,closest,0.0840819177726132
Original,original,,KMeans,1,10,House,MLPClassifier,closest,0.15968384961164447
Decoded,decoded,MLP,Agglo,4,10,House,XGBClassifier,centroid,0.3574587148137482
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,House,XGBClassifier,centroid,0.3023671854344741
Encoded,encoded,MLP,Agglo,1,10,House,XGBClassifier,centroid,0.2346793208120883
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,XGBClassifier,centroid,0.1043948146154813
Original,original,,Agglo,3,10,House,XGBClassifier,centroid,0.3067444213570279
Decoded,decoded,GNN,Agglo,3,10,House,XGBClassifier,centroid,0.2764402628415178
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,House,XGBClassifier,centroid,0.2441025370342529
Encoded,encoded,GNN,Agglo,1,10,House,XGBClassifier,centroid,0.2411085038929971
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,XGBClassifier,centroid,0.1049316009759237
Original,original,,Agglo,4,10,House,XGBClassifier,centroid,0.3067444213570279
Decoded,decoded,MLP,Agglo,4,10,House,XGBClassifier,closest,0.3590459812421678
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,House,XGBClassifier,closest,0.2452764921034909
Encoded,encoded,MLP,Agglo,2,10,House,XGBClassifier,closest,0.2555508375328186
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,House,XGBClassifier,closest,0.1030210374067986
Original,original,,Agglo,3,10,House,XGBClassifier,closest,0.259324836807992
Decoded,decoded,GNN,Agglo,4,10,House,XGBClassifier,closest,0.3135100973803034
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,House,XGBClassifier,closest,0.2388251589269361
Encoded,encoded,GNN,Agglo,2,10,House,XGBClassifier,closest,0.2469405769487252
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,House,XGBClassifier,closest,0.1501437164184519
Original,original,,Agglo,3,10,House,XGBClassifier,closest,0.259324836807992
Decoded,decoded,MLP,KIP,3,10,House,XGBClassifier,centroid,0.39766754780061325
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,House,XGBClassifier,centroid,0.35985186770077754
Encoded,encoded,MLP,KIP,2,10,House,XGBClassifier,centroid,0.3802357052943912
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,House,XGBClassifier,centroid,0.14226874475407966
Original,original,,KIP,4,10,House,XGBClassifier,centroid,0.44367329645735126
Decoded,decoded,GNN,KIP,1,10,House,XGBClassifier,centroid,0.35840683316312316
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,House,XGBClassifier,centroid,0.36564868911492454
Encoded,encoded,GNN,KIP,3,10,House,XGBClassifier,centroid,0.3812013552088305
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,House,XGBClassifier,centroid,0.17233358798088666
Original,original,,KIP,4,10,House,XGBClassifier,centroid,0.44367329645735126
Decoded,decoded,MLP,KMeans,3,10,House,XGBClassifier,centroid,0.319934379163452
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,House,XGBClassifier,centroid,0.28998151173931497
Encoded,encoded,MLP,KMeans,1,10,House,XGBClassifier,centroid,0.22785200154390867
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,XGBClassifier,centroid,0.10972186549048077
Original,original,,KMeans,4,10,House,XGBClassifier,centroid,0.3876912389773819
Decoded,decoded,GNN,KMeans,2,10,House,XGBClassifier,centroid,0.3042857607403221
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,House,XGBClassifier,centroid,0.3169793678928236
Encoded,encoded,GNN,KMeans,1,10,House,XGBClassifier,centroid,0.2423031952219886
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,XGBClassifier,centroid,0.13976550117890335
Original,original,,KMeans,4,10,House,XGBClassifier,centroid,0.3876912389773819
Decoded,decoded,MLP,KMeans,4,10,House,XGBClassifier,closest,0.34790504866658767
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,House,XGBClassifier,closest,0.3354633870700937
Encoded,encoded,MLP,KMeans,1,10,House,XGBClassifier,closest,0.2492680335946258
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,House,XGBClassifier,closest,0.1260116113629047
Original,original,,KMeans,2,10,House,XGBClassifier,closest,0.2747551589693512
Decoded,decoded,GNN,KMeans,4,10,House,XGBClassifier,closest,0.30916349456874936
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,House,XGBClassifier,closest,0.2641823056552963
Encoded,encoded,GNN,KMeans,3,10,House,XGBClassifier,closest,0.27589263707256784
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,House,XGBClassifier,closest,0.16408140490044934
Original,original,,KMeans,2,10,House,XGBClassifier,closest,0.2747551589693512
Decoded,decoded,MLP,Agglo,3,10,Jannis,GaussianNB,centroid,0.3253261816148644
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Jannis,GaussianNB,centroid,0.2033990139321166
Encoded,encoded,MLP,Agglo,4,10,Jannis,GaussianNB,centroid,0.3312969547269959
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Jannis,GaussianNB,centroid,0.1906592809570439
Original,original,,Agglo,1,10,Jannis,GaussianNB,centroid,0.1908050289927197
Decoded,decoded,GNN,Agglo,2,10,Jannis,GaussianNB,centroid,0.1202256858552878
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Jannis,GaussianNB,centroid,0.1450327604616752
Encoded,encoded,GNN,Agglo,1,10,Jannis,GaussianNB,centroid,0.0798581723090237
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Jannis,GaussianNB,centroid,-0.0172236884298706
Original,original,,Agglo,4,10,Jannis,GaussianNB,centroid,0.1908050289927197
Decoded,decoded,MLP,Agglo,4,10,Jannis,GaussianNB,closest,0.3078722014959248
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Jannis,GaussianNB,closest,0.1469802839059117
Encoded,encoded,MLP,Agglo,3,10,Jannis,GaussianNB,closest,0.2583218272494885
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Jannis,GaussianNB,closest,0.1792595567276693
Original,original,,Agglo,0,10,Jannis,GaussianNB,closest,0.1122972701743822
Decoded,decoded,GNN,Agglo,4,10,Jannis,GaussianNB,closest,0.1917419048737825
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Jannis,GaussianNB,closest,0.1741272836528112
Encoded,encoded,GNN,Agglo,1,10,Jannis,GaussianNB,closest,0.0546533100207199
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Jannis,GaussianNB,closest,0.0067431724165395
Original,original,,Agglo,2,10,Jannis,GaussianNB,closest,0.1122972701743822
Decoded,decoded,MLP,KIP,3,10,Jannis,GaussianNB,centroid,0.17691866047762506
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Jannis,GaussianNB,centroid,0.20699444496785518
Encoded,encoded,MLP,KIP,1,10,Jannis,GaussianNB,centroid,0.16912885232112917
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,Jannis,GaussianNB,centroid,0.17432622237698311
Original,original,,KIP,0,10,Jannis,GaussianNB,centroid,0.10362696761378262
Decoded,decoded,GNN,KIP,2,10,Jannis,GaussianNB,centroid,0.14599492599349698
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Jannis,GaussianNB,centroid,0.1631219033387765
Encoded,encoded,GNN,KIP,4,10,Jannis,GaussianNB,centroid,0.1798667450028355
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Jannis,GaussianNB,centroid,0.005658532835477718
Original,original,,KIP,1,10,Jannis,GaussianNB,centroid,0.10362696761378262
Decoded,decoded,MLP,KMeans,3,10,Jannis,GaussianNB,centroid,0.2657277370385541
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Jannis,GaussianNB,centroid,0.22481995200841967
Encoded,encoded,MLP,KMeans,4,10,Jannis,GaussianNB,centroid,0.2690373028061107
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,Jannis,GaussianNB,centroid,0.2368032396213994
Original,original,,KMeans,0,10,Jannis,GaussianNB,centroid,0.18988014917058468
Decoded,decoded,GNN,KMeans,2,10,Jannis,GaussianNB,centroid,0.16932483691378275
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Jannis,GaussianNB,centroid,0.19287516521612952
Encoded,encoded,GNN,KMeans,1,10,Jannis,GaussianNB,centroid,0.08534521862592966
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,GaussianNB,centroid,-0.02888647725488066
Original,original,,KMeans,3,10,Jannis,GaussianNB,centroid,0.18988014917058468
Decoded,decoded,MLP,KMeans,1,10,Jannis,GaussianNB,closest,0.2537932252379615
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Jannis,GaussianNB,closest,0.2930085948497981
Encoded,encoded,MLP,KMeans,3,10,Jannis,GaussianNB,closest,0.27027989049638335
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,Jannis,GaussianNB,closest,0.2644028743373248
Original,original,,KMeans,0,10,Jannis,GaussianNB,closest,0.0827738429933773
Decoded,decoded,GNN,KMeans,3,10,Jannis,GaussianNB,closest,0.16168948413641565
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Jannis,GaussianNB,closest,0.16780809439380498
Encoded,encoded,GNN,KMeans,2,10,Jannis,GaussianNB,closest,0.09307013381603721
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,GaussianNB,closest,-0.03066142882283292
Original,original,,KMeans,1,10,Jannis,GaussianNB,closest,0.0827738429933773
Decoded,decoded,MLP,Agglo,4,10,Jannis,KNeighborsClassifier,centroid,0.3258818184398276
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Jannis,KNeighborsClassifier,centroid,0.2999669066356327
Encoded,encoded,MLP,Agglo,3,10,Jannis,KNeighborsClassifier,centroid,0.3098670321471511
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Jannis,KNeighborsClassifier,centroid,0.251875539268459
Original,original,,Agglo,0,10,Jannis,KNeighborsClassifier,centroid,0.0442704837100859
Decoded,decoded,GNN,Agglo,3,10,Jannis,KNeighborsClassifier,centroid,0.1631886122107171
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Jannis,KNeighborsClassifier,centroid,0.1579056459681671
Encoded,encoded,GNN,Agglo,4,10,Jannis,KNeighborsClassifier,centroid,0.2091142613811225
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Jannis,KNeighborsClassifier,centroid,0.086893145840988
Original,original,,Agglo,0,10,Jannis,KNeighborsClassifier,centroid,0.0442704837100859
Decoded,decoded,MLP,Agglo,4,10,Jannis,KNeighborsClassifier,closest,0.3633942867817713
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Jannis,KNeighborsClassifier,closest,0.2748456312360356
Encoded,encoded,MLP,Agglo,3,10,Jannis,KNeighborsClassifier,closest,0.2821090356742032
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Jannis,KNeighborsClassifier,closest,0.2515661400262406
Original,original,,Agglo,0,10,Jannis,KNeighborsClassifier,closest,0.0956305284220823
Decoded,decoded,GNN,Agglo,4,10,Jannis,KNeighborsClassifier,closest,0.229445758055683
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Jannis,KNeighborsClassifier,closest,0.2145454439747165
Encoded,encoded,GNN,Agglo,2,10,Jannis,KNeighborsClassifier,closest,0.134293232146891
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Jannis,KNeighborsClassifier,closest,0.1278760952614601
Original,original,,Agglo,0,10,Jannis,KNeighborsClassifier,closest,0.0956305284220823
Decoded,decoded,MLP,KIP,0,10,Jannis,KNeighborsClassifier,centroid,0.2119263711657196
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Jannis,KNeighborsClassifier,centroid,0.2517340854079606
Encoded,encoded,MLP,KIP,2,10,Jannis,KNeighborsClassifier,centroid,0.24745183771828066
Encoded-FT,encoded,MLP-MultiHead,KIP,4,10,Jannis,KNeighborsClassifier,centroid,0.26417875098482596
Original,original,,KIP,1,10,Jannis,KNeighborsClassifier,centroid,0.22170174249644684
Decoded,decoded,GNN,KIP,2,10,Jannis,KNeighborsClassifier,centroid,0.20508195044609107
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Jannis,KNeighborsClassifier,centroid,0.2158928549161967
Encoded,encoded,GNN,KIP,1,10,Jannis,KNeighborsClassifier,centroid,0.19820343422831532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Jannis,KNeighborsClassifier,centroid,0.08992277220497047
Original,original,,KIP,4,10,Jannis,KNeighborsClassifier,centroid,0.22170174249644684
Decoded,decoded,MLP,KMeans,4,10,Jannis,KNeighborsClassifier,centroid,0.3066335136332651
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Jannis,KNeighborsClassifier,centroid,0.29854507769864497
Encoded,encoded,MLP,KMeans,2,10,Jannis,KNeighborsClassifier,centroid,0.30260427029858306
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,Jannis,KNeighborsClassifier,centroid,0.30417385659404406
Original,original,,KMeans,0,10,Jannis,KNeighborsClassifier,centroid,0.030889044895363843
Decoded,decoded,GNN,KMeans,4,10,Jannis,KNeighborsClassifier,centroid,0.20869048119021674
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Jannis,KNeighborsClassifier,centroid,0.20374229647906034
Encoded,encoded,GNN,KMeans,3,10,Jannis,KNeighborsClassifier,centroid,0.20649793487767498
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Jannis,KNeighborsClassifier,centroid,0.07581005112641748
Original,original,,KMeans,0,10,Jannis,KNeighborsClassifier,centroid,0.030889044895363843
Decoded,decoded,MLP,KMeans,3,10,Jannis,KNeighborsClassifier,closest,0.2966251806231391
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Jannis,KNeighborsClassifier,closest,0.3071148973918283
Encoded,encoded,MLP,KMeans,2,10,Jannis,KNeighborsClassifier,closest,0.29518026435983125
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Jannis,KNeighborsClassifier,closest,0.29353417930254094
Original,original,,KMeans,0,10,Jannis,KNeighborsClassifier,closest,0.0947056507416899
Decoded,decoded,GNN,KMeans,4,10,Jannis,KNeighborsClassifier,closest,0.19180901747514767
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Jannis,KNeighborsClassifier,closest,0.19150614357731313
Encoded,encoded,GNN,KMeans,2,10,Jannis,KNeighborsClassifier,closest,0.14610934564718603
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Jannis,KNeighborsClassifier,closest,0.10065733091077059
Original,original,,KMeans,0,10,Jannis,KNeighborsClassifier,closest,0.0947056507416899
Decoded,decoded,MLP,Agglo,4,10,Jannis,LogisticRegression,centroid,0.363031417509399
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Jannis,LogisticRegression,centroid,0.3234311336909331
Encoded,encoded,MLP,Agglo,2,10,Jannis,LogisticRegression,centroid,0.0799762848777946
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Jannis,LogisticRegression,centroid,0.0352837116310341
Original,original,,Agglo,0,10,Jannis,LogisticRegression,centroid,0.0266573691991901
Decoded,decoded,GNN,Agglo,3,10,Jannis,LogisticRegression,centroid,0.1853575681634169
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Jannis,LogisticRegression,centroid,0.1915773905484191
Encoded,encoded,GNN,Agglo,2,10,Jannis,LogisticRegression,centroid,0.0887639886209408
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Jannis,LogisticRegression,centroid,0.0427883249379857
Original,original,,Agglo,0,10,Jannis,LogisticRegression,centroid,0.0266573691991901
Decoded,decoded,MLP,Agglo,4,10,Jannis,LogisticRegression,closest,0.389051991760481
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Jannis,LogisticRegression,closest,0.2747219391570631
Encoded,encoded,MLP,Agglo,1,10,Jannis,LogisticRegression,closest,0.083007548604134
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Jannis,LogisticRegression,closest,0.0442217235280762
Original,original,,Agglo,2,10,Jannis,LogisticRegression,closest,0.1409710823525288
Decoded,decoded,GNN,Agglo,3,10,Jannis,LogisticRegression,closest,0.2741274345503365
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Jannis,LogisticRegression,closest,0.2833817737648613
Encoded,encoded,GNN,Agglo,1,10,Jannis,LogisticRegression,closest,0.1080782906598897
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Jannis,LogisticRegression,closest,0.0459857187291574
Original,original,,Agglo,2,10,Jannis,LogisticRegression,closest,0.1409710823525288
Decoded,decoded,MLP,KIP,3,10,Jannis,LogisticRegression,centroid,0.23524150261723237
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Jannis,LogisticRegression,centroid,0.2645960640260981
Encoded,encoded,MLP,KIP,2,10,Jannis,LogisticRegression,centroid,0.20289572761826183
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Jannis,LogisticRegression,centroid,0.16765037303112387
Original,original,,KIP,1,10,Jannis,LogisticRegression,centroid,0.19157055163831815
Decoded,decoded,GNN,KIP,4,10,Jannis,LogisticRegression,centroid,0.22434158115749395
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Jannis,LogisticRegression,centroid,0.22080845233098517
Encoded,encoded,GNN,KIP,1,10,Jannis,LogisticRegression,centroid,0.18515115137302765
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Jannis,LogisticRegression,centroid,0.0570201042516061
Original,original,,KIP,2,10,Jannis,LogisticRegression,centroid,0.19157055163831815
Decoded,decoded,MLP,KMeans,3,10,Jannis,LogisticRegression,centroid,0.31756335621768195
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Jannis,LogisticRegression,centroid,0.3260346217421003
Encoded,encoded,MLP,KMeans,2,10,Jannis,LogisticRegression,centroid,0.06730497480064937
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Jannis,LogisticRegression,centroid,0.02164599331916106
Original,original,,KMeans,0,10,Jannis,LogisticRegression,centroid,0.01800586697159082
Decoded,decoded,GNN,KMeans,3,10,Jannis,LogisticRegression,centroid,0.2599008232347274
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Jannis,LogisticRegression,centroid,0.26026706350582335
Encoded,encoded,GNN,KMeans,2,10,Jannis,LogisticRegression,centroid,0.05951457637905504
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Jannis,LogisticRegression,centroid,0.03761106297586328
Original,original,,KMeans,0,10,Jannis,LogisticRegression,centroid,0.01800586697159082
Decoded,decoded,MLP,KMeans,3,10,Jannis,LogisticRegression,closest,0.2964081304807856
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Jannis,LogisticRegression,closest,0.3351242356408949
Encoded,encoded,MLP,KMeans,1,10,Jannis,LogisticRegression,closest,0.09569118350629365
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Jannis,LogisticRegression,closest,0.03324139866579876
Original,original,,KMeans,2,10,Jannis,LogisticRegression,closest,0.13835786456547736
Decoded,decoded,GNN,KMeans,3,10,Jannis,LogisticRegression,closest,0.2217905863622373
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Jannis,LogisticRegression,closest,0.2239540552407973
Encoded,encoded,GNN,KMeans,1,10,Jannis,LogisticRegression,closest,0.10827352121137865
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,LogisticRegression,closest,0.05408355758181156
Original,original,,KMeans,2,10,Jannis,LogisticRegression,closest,0.13835786456547736
Decoded,decoded,MLP,Agglo,3,10,Jannis,MLPClassifier,centroid,0.3714810811027618
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Jannis,MLPClassifier,centroid,0.3339155656430938
Encoded,encoded,MLP,Agglo,4,10,Jannis,MLPClassifier,centroid,0.4138567636893889
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Jannis,MLPClassifier,centroid,0.3303522666628276
Original,original,,Agglo,0,10,Jannis,MLPClassifier,centroid,0.1206367224926391
Decoded,decoded,GNN,Agglo,3,10,Jannis,MLPClassifier,centroid,0.198749572135532
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Jannis,MLPClassifier,centroid,0.2197777633097095
Encoded,encoded,GNN,Agglo,2,10,Jannis,MLPClassifier,centroid,0.1900733509571594
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Jannis,MLPClassifier,centroid,0.1257538705126517
Original,original,,Agglo,0,10,Jannis,MLPClassifier,centroid,0.1206367224926391
Decoded,decoded,MLP,Agglo,4,10,Jannis,MLPClassifier,closest,0.4163421915871621
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Jannis,MLPClassifier,closest,0.2687820773008831
Encoded,encoded,MLP,Agglo,3,10,Jannis,MLPClassifier,closest,0.3509128240874141
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Jannis,MLPClassifier,closest,0.2558197267239759
Original,original,,Agglo,0,10,Jannis,MLPClassifier,closest,0.1744668892886947
Decoded,decoded,GNN,Agglo,4,10,Jannis,MLPClassifier,closest,0.2915442879386233
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Jannis,MLPClassifier,closest,0.29137969575658
Encoded,encoded,GNN,Agglo,1,10,Jannis,MLPClassifier,closest,0.1841930839625689
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,Jannis,MLPClassifier,closest,0.2015351050127488
Original,original,,Agglo,0,10,Jannis,MLPClassifier,closest,0.1744668892886947
Decoded,decoded,MLP,KIP,2,10,Jannis,MLPClassifier,centroid,0.25484318225590274
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Jannis,MLPClassifier,centroid,0.2964543706852299
Encoded,encoded,MLP,KIP,3,10,Jannis,MLPClassifier,centroid,0.2577777362357997
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Jannis,MLPClassifier,centroid,0.23303584263354366
Original,original,,KIP,0,10,Jannis,MLPClassifier,centroid,0.2115440000097409
Decoded,decoded,GNN,KIP,2,10,Jannis,MLPClassifier,centroid,0.24229625145960965
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Jannis,MLPClassifier,centroid,0.24733019376252932
Encoded,encoded,GNN,KIP,4,10,Jannis,MLPClassifier,centroid,0.25714096217380866
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Jannis,MLPClassifier,centroid,0.11633468538147103
Original,original,,KIP,1,10,Jannis,MLPClassifier,centroid,0.2115440000097409
Decoded,decoded,MLP,KMeans,2,10,Jannis,MLPClassifier,centroid,0.33779697590157015
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Jannis,MLPClassifier,centroid,0.34653858988333935
Encoded,encoded,MLP,KMeans,3,10,Jannis,MLPClassifier,centroid,0.3391312326128021
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Jannis,MLPClassifier,centroid,0.3219306261858712
Original,original,,KMeans,0,10,Jannis,MLPClassifier,centroid,0.14575472856937086
Decoded,decoded,GNN,KMeans,4,10,Jannis,MLPClassifier,centroid,0.27505019595995667
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Jannis,MLPClassifier,centroid,0.2721193592708551
Encoded,encoded,GNN,KMeans,2,10,Jannis,MLPClassifier,centroid,0.24751506988972252
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,MLPClassifier,centroid,0.12113400861967391
Original,original,,KMeans,1,10,Jannis,MLPClassifier,centroid,0.14575472856937086
Decoded,decoded,MLP,KMeans,1,10,Jannis,MLPClassifier,closest,0.31896411353250703
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Jannis,MLPClassifier,closest,0.3578382586003891
Encoded,encoded,MLP,KMeans,4,10,Jannis,MLPClassifier,closest,0.37547176108835967
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,Jannis,MLPClassifier,closest,0.3474028635744967
Original,original,,KMeans,0,10,Jannis,MLPClassifier,closest,0.1631112534998221
Decoded,decoded,GNN,KMeans,3,10,Jannis,MLPClassifier,closest,0.23682802358810812
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Jannis,MLPClassifier,closest,0.24470602998285104
Encoded,encoded,GNN,KMeans,2,10,Jannis,MLPClassifier,closest,0.2041858556583863
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,MLPClassifier,closest,0.11952822494494073
Original,original,,KMeans,1,10,Jannis,MLPClassifier,closest,0.1631112534998221
Decoded,decoded,MLP,Agglo,3,10,Jannis,XGBClassifier,centroid,0.3726169747586677
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Jannis,XGBClassifier,centroid,0.4020747183607994
Encoded,encoded,MLP,Agglo,0,10,Jannis,XGBClassifier,centroid,0.1856482756935972
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Jannis,XGBClassifier,centroid,0.2033734615191485
Original,original,,Agglo,2,10,Jannis,XGBClassifier,centroid,0.2429284166183753
Decoded,decoded,GNN,Agglo,3,10,Jannis,XGBClassifier,centroid,0.3040411035126695
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Jannis,XGBClassifier,centroid,0.3343700591846068
Encoded,encoded,GNN,Agglo,1,10,Jannis,XGBClassifier,centroid,0.2205053762857146
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Jannis,XGBClassifier,centroid,0.1727576077530341
Original,original,,Agglo,2,10,Jannis,XGBClassifier,centroid,0.2429284166183753
Decoded,decoded,MLP,Agglo,4,10,Jannis,XGBClassifier,closest,0.4714886197541688
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Jannis,XGBClassifier,closest,0.3608372565810813
Encoded,encoded,MLP,Agglo,2,10,Jannis,XGBClassifier,closest,0.2671166809391908
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Jannis,XGBClassifier,closest,0.2058638360473748
Original,original,,Agglo,1,10,Jannis,XGBClassifier,closest,0.2609692378472056
Decoded,decoded,GNN,Agglo,3,10,Jannis,XGBClassifier,closest,0.3036074653218374
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Jannis,XGBClassifier,closest,0.3737446511962456
Encoded,encoded,GNN,Agglo,1,10,Jannis,XGBClassifier,closest,0.247485604202772
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Jannis,XGBClassifier,closest,0.1715845691167908
Original,original,,Agglo,2,10,Jannis,XGBClassifier,closest,0.2609692378472056
Decoded,decoded,MLP,KIP,2,10,Jannis,XGBClassifier,centroid,0.3397040226804207
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Jannis,XGBClassifier,centroid,0.3582624683278889
Encoded,encoded,MLP,KIP,0,10,Jannis,XGBClassifier,centroid,0.28305564791605303
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Jannis,XGBClassifier,centroid,0.2905556513088877
Original,original,,KIP,3,10,Jannis,XGBClassifier,centroid,0.3558858759009672
Decoded,decoded,GNN,KIP,3,10,Jannis,XGBClassifier,centroid,0.33472053899927656
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Jannis,XGBClassifier,centroid,0.3171493471507653
Encoded,encoded,GNN,KIP,1,10,Jannis,XGBClassifier,centroid,0.26723105339371667
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Jannis,XGBClassifier,centroid,0.20348634112644817
Original,original,,KIP,4,10,Jannis,XGBClassifier,centroid,0.3558858759009672
Decoded,decoded,MLP,KMeans,4,10,Jannis,XGBClassifier,centroid,0.38548113787529836
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Jannis,XGBClassifier,centroid,0.3651072882158711
Encoded,encoded,MLP,KMeans,1,10,Jannis,XGBClassifier,centroid,0.2543926826057511
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Jannis,XGBClassifier,centroid,0.1966318516598425
Original,original,,KMeans,3,10,Jannis,XGBClassifier,centroid,0.365350744455769
Decoded,decoded,GNN,KMeans,2,10,Jannis,XGBClassifier,centroid,0.30529489161250567
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Jannis,XGBClassifier,centroid,0.3469151669206768
Encoded,encoded,GNN,KMeans,1,10,Jannis,XGBClassifier,centroid,0.2537696971012978
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,XGBClassifier,centroid,0.21629570996421235
Original,original,,KMeans,4,10,Jannis,XGBClassifier,centroid,0.365350744455769
Decoded,decoded,MLP,KMeans,4,10,Jannis,XGBClassifier,closest,0.3607867033454706
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Jannis,XGBClassifier,closest,0.3553283721043853
Encoded,encoded,MLP,KMeans,2,10,Jannis,XGBClassifier,closest,0.2537807305994324
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Jannis,XGBClassifier,closest,0.19206847554512668
Original,original,,KMeans,1,10,Jannis,XGBClassifier,closest,0.25063497578194655
Decoded,decoded,GNN,KMeans,4,10,Jannis,XGBClassifier,closest,0.3284581466708828
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Jannis,XGBClassifier,closest,0.3226757115113449
Encoded,encoded,GNN,KMeans,2,10,Jannis,XGBClassifier,closest,0.27792682877178027
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Jannis,XGBClassifier,closest,0.21316456469253442
Original,original,,KMeans,1,10,Jannis,XGBClassifier,closest,0.25063497578194655
Decoded,decoded,MLP,Agglo,3,10,LawSchoolAdmissions,GaussianNB,centroid,0.1688207769324314
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,LawSchoolAdmissions,GaussianNB,centroid,0.0616534006902837
Encoded,encoded,MLP,Agglo,4,10,LawSchoolAdmissions,GaussianNB,centroid,0.2605094884730106
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,LawSchoolAdmissions,GaussianNB,centroid,-0.0915551535799391
Original,original,,Agglo,0,10,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,4,10,LawSchoolAdmissions,GaussianNB,centroid,0.2323908515140083
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,GaussianNB,centroid,0.0605568195397639
Encoded,encoded,GNN,Agglo,2,10,LawSchoolAdmissions,GaussianNB,centroid,0.0879971226460409
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,LawSchoolAdmissions,GaussianNB,centroid,0.13328030066943
Original,original,,Agglo,0,10,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,3,10,LawSchoolAdmissions,GaussianNB,closest,0.0567504176615173
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,LawSchoolAdmissions,GaussianNB,closest,-0.0104151778078218
Encoded,encoded,MLP,Agglo,4,10,LawSchoolAdmissions,GaussianNB,closest,0.1948903536005586
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,GaussianNB,closest,-0.0888734503176101
Original,original,,Agglo,2,10,LawSchoolAdmissions,GaussianNB,closest,0.0243122350807557
Decoded,decoded,GNN,Agglo,2,10,LawSchoolAdmissions,GaussianNB,closest,0.0714160189886616
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,LawSchoolAdmissions,GaussianNB,closest,-0.0363840002249398
Encoded,encoded,GNN,Agglo,3,10,LawSchoolAdmissions,GaussianNB,closest,0.0914977470880849
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,LawSchoolAdmissions,GaussianNB,closest,0.1174759419936688
Original,original,,Agglo,1,10,LawSchoolAdmissions,GaussianNB,closest,0.0243122350807557
Decoded,decoded,MLP,KIP,3,10,LawSchoolAdmissions,GaussianNB,centroid,0.2660598761425649
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,LawSchoolAdmissions,GaussianNB,centroid,0.11013189434393748
Encoded,encoded,MLP,KIP,4,10,LawSchoolAdmissions,GaussianNB,centroid,0.29912671838718213
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,LawSchoolAdmissions,GaussianNB,centroid,0.15450242630295158
Original,original,,KIP,0,10,LawSchoolAdmissions,GaussianNB,centroid,-0.1331411192157102
Decoded,decoded,GNN,KIP,4,10,LawSchoolAdmissions,GaussianNB,centroid,0.2783518947656995
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,LawSchoolAdmissions,GaussianNB,centroid,0.19962580339799563
Encoded,encoded,GNN,KIP,3,10,LawSchoolAdmissions,GaussianNB,centroid,0.2018135765181673
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,LawSchoolAdmissions,GaussianNB,centroid,0.13119796804450057
Original,original,,KIP,0,10,LawSchoolAdmissions,GaussianNB,centroid,-0.1331411192157102
Decoded,decoded,MLP,KMeans,4,10,LawSchoolAdmissions,GaussianNB,centroid,0.23346611025326808
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,LawSchoolAdmissions,GaussianNB,centroid,0.10038591221258672
Encoded,encoded,MLP,KMeans,3,10,LawSchoolAdmissions,GaussianNB,centroid,0.18977930132784726
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,LawSchoolAdmissions,GaussianNB,centroid,-0.10563638025122954
Original,original,,KMeans,0,10,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,4,10,LawSchoolAdmissions,GaussianNB,centroid,0.14275612082074873
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,LawSchoolAdmissions,GaussianNB,centroid,0.04515782099015646
Encoded,encoded,GNN,KMeans,2,10,LawSchoolAdmissions,GaussianNB,centroid,0.09219107692235592
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,LawSchoolAdmissions,GaussianNB,centroid,0.10101527481307733
Original,original,,KMeans,0,10,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,2,10,LawSchoolAdmissions,GaussianNB,closest,0.07419824218978814
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,LawSchoolAdmissions,GaussianNB,closest,0.06782120103753439
Encoded,encoded,MLP,KMeans,4,10,LawSchoolAdmissions,GaussianNB,closest,0.20322694777883732
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,GaussianNB,closest,-0.08158071704223006
Original,original,,KMeans,3,10,LawSchoolAdmissions,GaussianNB,closest,0.11161462201925572
Decoded,decoded,GNN,KMeans,0,10,LawSchoolAdmissions,GaussianNB,closest,-0.03156677546563686
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,LawSchoolAdmissions,GaussianNB,closest,-0.007143242084347719
Encoded,encoded,GNN,KMeans,2,10,LawSchoolAdmissions,GaussianNB,closest,0.08632366483043999
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,10,LawSchoolAdmissions,GaussianNB,closest,0.1143380328552583
Original,original,,KMeans,3,10,LawSchoolAdmissions,GaussianNB,closest,0.11161462201925572
Decoded,decoded,MLP,Agglo,4,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3584825478290005
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2020044866503763
Encoded,encoded,MLP,Agglo,3,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2744232325130962
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.035870728896807
Original,original,,Agglo,1,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0478994875902028
Decoded,decoded,GNN,Agglo,4,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3691802260487239
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2252468066327239
Encoded,encoded,GNN,Agglo,2,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2021955166185856
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0101327607201524
Original,original,,Agglo,1,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0478994875902028
Decoded,decoded,MLP,Agglo,3,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2116193212000359
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.175531002018584
Encoded,encoded,MLP,Agglo,4,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2775501989980631
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0038798493008507
Original,original,,Agglo,1,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1586417054174872
Decoded,decoded,GNN,Agglo,3,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2109461193334586
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1799757688190057
Encoded,encoded,GNN,Agglo,4,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2117439503771564
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.052641525624576
Original,original,,Agglo,1,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1586417054174872
Decoded,decoded,MLP,KIP,3,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.36390391703374386
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3015443802456625
Encoded,encoded,MLP,KIP,4,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.4145474939319893
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1405896798868939
Original,original,,KIP,0,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.05380588903508408
Decoded,decoded,GNN,KIP,4,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3601082435049811
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3383351176417707
Encoded,encoded,GNN,KIP,3,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.35105301439160524
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.23591710729550597
Original,original,,KIP,0,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.05380588903508408
Decoded,decoded,MLP,KMeans,4,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.38472577494830945
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20476389921790078
Encoded,encoded,MLP,KMeans,3,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.24769313436251156
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.04263053373977428
Original,original,,KMeans,1,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.009339220189109421
Decoded,decoded,GNN,KMeans,4,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3302211452808447
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16689828624665942
Encoded,encoded,GNN,KMeans,3,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18541184835285168
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.011305092225591019
Original,original,,KMeans,0,10,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.009339220189109421
Decoded,decoded,MLP,KMeans,3,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.20545896226800578
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.17630063826483483
Encoded,encoded,MLP,KMeans,4,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2835691753226056
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0040095862311319
Original,original,,KMeans,1,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.15265460147266732
Decoded,decoded,GNN,KMeans,2,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.17760842738409485
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1878433431674607
Encoded,encoded,GNN,KMeans,4,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.19876739700726523
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06334921504049423
Original,original,,KMeans,1,10,LawSchoolAdmissions,KNeighborsClassifier,closest,0.15265460147266732
Decoded,decoded,MLP,Agglo,4,10,LawSchoolAdmissions,LogisticRegression,centroid,0.3907677418868948
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2512586704222806
Encoded,encoded,MLP,Agglo,2,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2459829867674858
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,LawSchoolAdmissions,LogisticRegression,centroid,0.1055080246123257
Original,original,,Agglo,0,10,LawSchoolAdmissions,LogisticRegression,centroid,0.0230429887256267
Decoded,decoded,GNN,Agglo,4,10,LawSchoolAdmissions,LogisticRegression,centroid,0.4152529767508416
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,LogisticRegression,centroid,0.1780929213203894
Encoded,encoded,GNN,Agglo,3,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2276611888928219
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2162503106665964
Original,original,,Agglo,0,10,LawSchoolAdmissions,LogisticRegression,centroid,0.0230429887256267
Decoded,decoded,MLP,Agglo,3,10,LawSchoolAdmissions,LogisticRegression,closest,0.1939538631861965
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,LawSchoolAdmissions,LogisticRegression,closest,0.157246251289737
Encoded,encoded,MLP,Agglo,4,10,LawSchoolAdmissions,LogisticRegression,closest,0.2727539746496057
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,LogisticRegression,closest,0.1087963834642526
Original,original,,Agglo,1,10,LawSchoolAdmissions,LogisticRegression,closest,0.1457751225720934
Decoded,decoded,GNN,Agglo,3,10,LawSchoolAdmissions,LogisticRegression,closest,0.2187695343390144
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,LogisticRegression,closest,0.1544238923323718
Encoded,encoded,GNN,Agglo,4,10,LawSchoolAdmissions,LogisticRegression,closest,0.2614570075087175
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,LawSchoolAdmissions,LogisticRegression,closest,0.2117277581545273
Original,original,,Agglo,0,10,LawSchoolAdmissions,LogisticRegression,closest,0.1457751225720934
Decoded,decoded,MLP,KIP,3,10,LawSchoolAdmissions,LogisticRegression,centroid,0.35090921757205573
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2485489045707529
Encoded,encoded,MLP,KIP,4,10,LawSchoolAdmissions,LogisticRegression,centroid,0.4303003486997191
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,LawSchoolAdmissions,LogisticRegression,centroid,0.20185515028731946
Original,original,,KIP,0,10,LawSchoolAdmissions,LogisticRegression,centroid,0.0018400876644649598
Decoded,decoded,GNN,KIP,4,10,LawSchoolAdmissions,LogisticRegression,centroid,0.39388947047349354
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,LawSchoolAdmissions,LogisticRegression,centroid,0.34952703364236815
Encoded,encoded,GNN,KIP,2,10,LawSchoolAdmissions,LogisticRegression,centroid,0.3289535619337395
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,LawSchoolAdmissions,LogisticRegression,centroid,0.27772595817109635
Original,original,,KIP,0,10,LawSchoolAdmissions,LogisticRegression,centroid,0.0018400876644649598
Decoded,decoded,MLP,KMeans,4,10,LawSchoolAdmissions,LogisticRegression,centroid,0.4453789755910197
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2382278071080517
Encoded,encoded,MLP,KMeans,3,10,LawSchoolAdmissions,LogisticRegression,centroid,0.24288159272174056
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,LawSchoolAdmissions,LogisticRegression,centroid,0.10587988311404666
Original,original,,KMeans,0,10,LawSchoolAdmissions,LogisticRegression,centroid,0.019622455358151478
Decoded,decoded,GNN,KMeans,4,10,LawSchoolAdmissions,LogisticRegression,centroid,0.356838430775951
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,LawSchoolAdmissions,LogisticRegression,centroid,0.23682321752686794
Encoded,encoded,GNN,KMeans,2,10,LawSchoolAdmissions,LogisticRegression,centroid,0.2160791616144119
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,LawSchoolAdmissions,LogisticRegression,centroid,0.20495221382899403
Original,original,,KMeans,0,10,LawSchoolAdmissions,LogisticRegression,centroid,0.019622455358151478
Decoded,decoded,MLP,KMeans,3,10,LawSchoolAdmissions,LogisticRegression,closest,0.22633040616362518
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,LawSchoolAdmissions,LogisticRegression,closest,0.16693942566219055
Encoded,encoded,MLP,KMeans,4,10,LawSchoolAdmissions,LogisticRegression,closest,0.2921930425745035
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,LogisticRegression,closest,0.12395804306403865
Original,original,,KMeans,1,10,LawSchoolAdmissions,LogisticRegression,closest,0.16045082430203567
Decoded,decoded,GNN,KMeans,0,10,LawSchoolAdmissions,LogisticRegression,closest,0.1445686064814466
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,LawSchoolAdmissions,LogisticRegression,closest,0.1857232694929168
Encoded,encoded,GNN,KMeans,4,10,LawSchoolAdmissions,LogisticRegression,closest,0.2357584783738392
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,LawSchoolAdmissions,LogisticRegression,closest,0.22908121766243156
Original,original,,KMeans,1,10,LawSchoolAdmissions,LogisticRegression,closest,0.16045082430203567
Decoded,decoded,MLP,Agglo,4,10,LawSchoolAdmissions,MLPClassifier,centroid,0.3320781147621234
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2521963186949744
Encoded,encoded,MLP,Agglo,2,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2498578464968104
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,MLPClassifier,centroid,0.0770914451833497
Original,original,,Agglo,1,10,LawSchoolAdmissions,MLPClassifier,centroid,0.1292853162021102
Decoded,decoded,GNN,Agglo,4,10,LawSchoolAdmissions,MLPClassifier,centroid,0.429977632005061
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2444550719616807
Encoded,encoded,GNN,Agglo,2,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2357385203985569
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,MLPClassifier,centroid,0.1821297042454002
Original,original,,Agglo,0,10,LawSchoolAdmissions,MLPClassifier,centroid,0.1292853162021102
Decoded,decoded,MLP,Agglo,3,10,LawSchoolAdmissions,MLPClassifier,closest,0.2613976984312278
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,LawSchoolAdmissions,MLPClassifier,closest,0.1966237130871598
Encoded,encoded,MLP,Agglo,4,10,LawSchoolAdmissions,MLPClassifier,closest,0.2715009527108956
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,MLPClassifier,closest,0.0953981804351591
Original,original,,Agglo,2,10,LawSchoolAdmissions,MLPClassifier,closest,0.2120581944433983
Decoded,decoded,GNN,Agglo,4,10,LawSchoolAdmissions,MLPClassifier,closest,0.2904130171186708
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,MLPClassifier,closest,0.1831859706730733
Encoded,encoded,GNN,Agglo,3,10,LawSchoolAdmissions,MLPClassifier,closest,0.2664954548535536
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,LawSchoolAdmissions,MLPClassifier,closest,0.1812174741487735
Original,original,,Agglo,2,10,LawSchoolAdmissions,MLPClassifier,closest,0.2120581944433983
Decoded,decoded,MLP,KIP,3,10,LawSchoolAdmissions,MLPClassifier,centroid,0.35062472228289104
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2913280714570828
Encoded,encoded,MLP,KIP,4,10,LawSchoolAdmissions,MLPClassifier,centroid,0.38154094397457433
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,LawSchoolAdmissions,MLPClassifier,centroid,0.09581654478494335
Original,original,,KIP,0,10,LawSchoolAdmissions,MLPClassifier,centroid,0.0121248465495296
Decoded,decoded,GNN,KIP,4,10,LawSchoolAdmissions,MLPClassifier,centroid,0.39389511895706397
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,LawSchoolAdmissions,MLPClassifier,centroid,0.35958152268054433
Encoded,encoded,GNN,KIP,2,10,LawSchoolAdmissions,MLPClassifier,centroid,0.3099262684611271
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2562317836404853
Original,original,,KIP,0,10,LawSchoolAdmissions,MLPClassifier,centroid,0.0121248465495296
Decoded,decoded,MLP,KMeans,4,10,LawSchoolAdmissions,MLPClassifier,centroid,0.3881182265267851
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,LawSchoolAdmissions,MLPClassifier,centroid,0.23925658424901525
Encoded,encoded,MLP,KMeans,3,10,LawSchoolAdmissions,MLPClassifier,centroid,0.2497957131775356
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,MLPClassifier,centroid,0.07063861755247439
Original,original,,KMeans,1,10,LawSchoolAdmissions,MLPClassifier,centroid,0.15917652640854357
Decoded,decoded,GNN,KMeans,4,10,LawSchoolAdmissions,MLPClassifier,centroid,0.3420262240263897
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,LawSchoolAdmissions,MLPClassifier,centroid,0.23630543986624386
Encoded,encoded,GNN,KMeans,2,10,LawSchoolAdmissions,MLPClassifier,centroid,0.22500734302864153
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,LawSchoolAdmissions,MLPClassifier,centroid,0.16746906513831253
Original,original,,KMeans,0,10,LawSchoolAdmissions,MLPClassifier,centroid,0.15917652640854357
Decoded,decoded,MLP,KMeans,3,10,LawSchoolAdmissions,MLPClassifier,closest,0.26307379178936424
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,LawSchoolAdmissions,MLPClassifier,closest,0.21211241988567467
Encoded,encoded,MLP,KMeans,4,10,LawSchoolAdmissions,MLPClassifier,closest,0.2941637984922315
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,MLPClassifier,closest,0.10169096769820525
Original,original,,KMeans,2,10,LawSchoolAdmissions,MLPClassifier,closest,0.2405783294044992
Decoded,decoded,GNN,KMeans,0,10,LawSchoolAdmissions,MLPClassifier,closest,0.18017589377838358
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,LawSchoolAdmissions,MLPClassifier,closest,0.21455708357496292
Encoded,encoded,GNN,KMeans,3,10,LawSchoolAdmissions,MLPClassifier,closest,0.2368830914527147
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,LawSchoolAdmissions,MLPClassifier,closest,0.20541727230962725
Original,original,,KMeans,4,10,LawSchoolAdmissions,MLPClassifier,closest,0.2405783294044992
Decoded,decoded,MLP,Agglo,3,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4470426422853011
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,LawSchoolAdmissions,XGBClassifier,centroid,0.384292696887309
Encoded,encoded,MLP,Agglo,1,10,LawSchoolAdmissions,XGBClassifier,centroid,0.3135360260282123
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,LawSchoolAdmissions,XGBClassifier,centroid,0.2082690033815588
Original,original,,Agglo,4,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4830677290836653
Decoded,decoded,GNN,Agglo,4,10,LawSchoolAdmissions,XGBClassifier,centroid,0.5546415472326196
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,XGBClassifier,centroid,0.2931205235767704
Encoded,encoded,GNN,Agglo,2,10,LawSchoolAdmissions,XGBClassifier,centroid,0.3000163806023542
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,LawSchoolAdmissions,XGBClassifier,centroid,0.2239924988138184
Original,original,,Agglo,3,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4830677290836653
Decoded,decoded,MLP,Agglo,1,10,LawSchoolAdmissions,XGBClassifier,closest,0.2190105363046868
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,LawSchoolAdmissions,XGBClassifier,closest,0.2379018896060371
Encoded,encoded,MLP,Agglo,4,10,LawSchoolAdmissions,XGBClassifier,closest,0.3797644958916696
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,LawSchoolAdmissions,XGBClassifier,closest,0.2789221187085307
Original,original,,Agglo,0,10,LawSchoolAdmissions,XGBClassifier,closest,0.2121513944223108
Decoded,decoded,GNN,Agglo,2,10,LawSchoolAdmissions,XGBClassifier,closest,0.2783883370111237
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,LawSchoolAdmissions,XGBClassifier,closest,0.3255465849268333
Encoded,encoded,GNN,Agglo,3,10,LawSchoolAdmissions,XGBClassifier,closest,0.2863941210582998
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,LawSchoolAdmissions,XGBClassifier,closest,0.2439024619857055
Original,original,,Agglo,0,10,LawSchoolAdmissions,XGBClassifier,closest,0.2121513944223108
Decoded,decoded,MLP,KIP,3,10,LawSchoolAdmissions,XGBClassifier,centroid,0.43577504725897914
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,LawSchoolAdmissions,XGBClassifier,centroid,0.3801310824753914
Encoded,encoded,MLP,KIP,4,10,LawSchoolAdmissions,XGBClassifier,centroid,0.46642108315320935
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,LawSchoolAdmissions,XGBClassifier,centroid,0.24498640598287375
Original,original,,KIP,2,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4330677290836654
Decoded,decoded,GNN,KIP,4,10,LawSchoolAdmissions,XGBClassifier,centroid,0.5060205303549508
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4448222233937596
Encoded,encoded,GNN,KIP,1,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4015772448956537
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,LawSchoolAdmissions,XGBClassifier,centroid,0.3113764224764458
Original,original,,KIP,2,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4330677290836654
Decoded,decoded,MLP,KMeans,4,10,LawSchoolAdmissions,XGBClassifier,centroid,0.5276063986021885
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,LawSchoolAdmissions,XGBClassifier,centroid,0.29562411977797687
Encoded,encoded,MLP,KMeans,2,10,LawSchoolAdmissions,XGBClassifier,centroid,0.3292115093501231
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,XGBClassifier,centroid,0.22439335286453427
Original,original,,KMeans,3,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4577689243027888
Decoded,decoded,GNN,KMeans,4,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4724852951144382
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,LawSchoolAdmissions,XGBClassifier,centroid,0.35740177287070996
Encoded,encoded,GNN,KMeans,1,10,LawSchoolAdmissions,XGBClassifier,centroid,0.2682240791088952
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,LawSchoolAdmissions,XGBClassifier,centroid,0.2555050120877548
Original,original,,KMeans,3,10,LawSchoolAdmissions,XGBClassifier,centroid,0.4577689243027888
Decoded,decoded,MLP,KMeans,2,10,LawSchoolAdmissions,XGBClassifier,closest,0.27201251703959206
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,LawSchoolAdmissions,XGBClassifier,closest,0.28312289593986995
Encoded,encoded,MLP,KMeans,4,10,LawSchoolAdmissions,XGBClassifier,closest,0.34904898364952286
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,LawSchoolAdmissions,XGBClassifier,closest,0.23704219040661548
Original,original,,KMeans,1,10,LawSchoolAdmissions,XGBClassifier,closest,0.23796929484331103
Decoded,decoded,GNN,KMeans,4,10,LawSchoolAdmissions,XGBClassifier,closest,0.3850550538865332
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,LawSchoolAdmissions,XGBClassifier,closest,0.3743867629670354
Encoded,encoded,GNN,KMeans,2,10,LawSchoolAdmissions,XGBClassifier,closest,0.284432779279856
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,LawSchoolAdmissions,XGBClassifier,closest,0.23032388404792922
Original,original,,KMeans,1,10,LawSchoolAdmissions,XGBClassifier,closest,0.23796929484331103
Decoded,decoded,MLP,Agglo,4,10,MagicTelescope,GaussianNB,centroid,0.2303409445975666
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,MagicTelescope,GaussianNB,centroid,0.0380056631599167
Encoded,encoded,MLP,Agglo,3,10,MagicTelescope,GaussianNB,centroid,0.0834711231123307
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,MagicTelescope,GaussianNB,centroid,-0.0782687484270689
Original,original,,Agglo,0,10,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,Agglo,3,10,MagicTelescope,GaussianNB,centroid,0.242940198830651
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,GaussianNB,centroid,0.1812913293349982
Encoded,encoded,GNN,Agglo,4,10,MagicTelescope,GaussianNB,centroid,0.2678657619551883
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,MagicTelescope,GaussianNB,centroid,-0.0814595949709972
Original,original,,Agglo,0,10,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,Agglo,4,10,MagicTelescope,GaussianNB,closest,0.1798150536954611
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MagicTelescope,GaussianNB,closest,0.1424516327480916
Encoded,encoded,MLP,Agglo,2,10,MagicTelescope,GaussianNB,closest,0.1318347276443176
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,GaussianNB,closest,-0.0771848697096324
Original,original,,Agglo,1,10,MagicTelescope,GaussianNB,closest,-0.0281291754862255
Decoded,decoded,GNN,Agglo,3,10,MagicTelescope,GaussianNB,closest,0.1724506965881224
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,GaussianNB,closest,0.0485474930973399
Encoded,encoded,GNN,Agglo,4,10,MagicTelescope,GaussianNB,closest,0.2183687351749342
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,GaussianNB,closest,-0.0708502885682709
Original,original,,Agglo,1,10,MagicTelescope,GaussianNB,closest,-0.0281291754862255
Decoded,decoded,MLP,KIP,4,10,MagicTelescope,GaussianNB,centroid,0.28979318159436557
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,MagicTelescope,GaussianNB,centroid,0.2581406404063663
Encoded,encoded,MLP,KIP,2,10,MagicTelescope,GaussianNB,centroid,0.2475645251298162
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MagicTelescope,GaussianNB,centroid,0.07945584789953661
Original,original,,KIP,1,10,MagicTelescope,GaussianNB,centroid,0.10862294515926263
Decoded,decoded,GNN,KIP,3,10,MagicTelescope,GaussianNB,centroid,0.3176957942101545
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MagicTelescope,GaussianNB,centroid,0.2734485580096995
Encoded,encoded,GNN,KIP,4,10,MagicTelescope,GaussianNB,centroid,0.35208198329744717
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MagicTelescope,GaussianNB,centroid,0.023200110880245657
Original,original,,KIP,1,10,MagicTelescope,GaussianNB,centroid,0.10862294515926263
Decoded,decoded,MLP,KMeans,4,10,MagicTelescope,GaussianNB,centroid,0.19706641507874076
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MagicTelescope,GaussianNB,centroid,0.09887138013079497
Encoded,encoded,MLP,KMeans,2,10,MagicTelescope,GaussianNB,centroid,0.0384555670515459
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,MagicTelescope,GaussianNB,centroid,-0.07862917001516087
Original,original,,KMeans,0,10,MagicTelescope,GaussianNB,centroid,-0.08501663811581395
Decoded,decoded,GNN,KMeans,3,10,MagicTelescope,GaussianNB,centroid,0.20309656186132918
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,GaussianNB,centroid,0.11848070963357238
Encoded,encoded,GNN,KMeans,4,10,MagicTelescope,GaussianNB,centroid,0.23117771355693373
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,MagicTelescope,GaussianNB,centroid,-0.07756285949454653
Original,original,,KMeans,0,10,MagicTelescope,GaussianNB,centroid,-0.08501663811581395
Decoded,decoded,MLP,KMeans,4,10,MagicTelescope,GaussianNB,closest,0.18033121826022566
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,MagicTelescope,GaussianNB,closest,0.1419427021467242
Encoded,encoded,MLP,KMeans,3,10,MagicTelescope,GaussianNB,closest,0.15824720458985855
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,GaussianNB,closest,-0.05504802986958194
Original,original,,KMeans,1,10,MagicTelescope,GaussianNB,closest,0.0396274691219184
Decoded,decoded,GNN,KMeans,2,10,MagicTelescope,GaussianNB,closest,0.1267060907540221
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MagicTelescope,GaussianNB,closest,0.1510851552992125
Encoded,encoded,GNN,KMeans,4,10,MagicTelescope,GaussianNB,closest,0.2707707149709
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,GaussianNB,closest,-0.07469985130861785
Original,original,,KMeans,1,10,MagicTelescope,GaussianNB,closest,0.0396274691219184
Decoded,decoded,MLP,Agglo,3,10,MagicTelescope,KNeighborsClassifier,centroid,0.3153580097256088
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MagicTelescope,KNeighborsClassifier,centroid,0.3539407065941185
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,KNeighborsClassifier,centroid,0.140686019645841
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,KNeighborsClassifier,centroid,0.002540669337641
Original,original,,Agglo,2,10,MagicTelescope,KNeighborsClassifier,centroid,0.1963852875838618
Decoded,decoded,GNN,Agglo,4,10,MagicTelescope,KNeighborsClassifier,centroid,0.3585338185943187
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MagicTelescope,KNeighborsClassifier,centroid,0.2884930310924766
Encoded,encoded,GNN,Agglo,2,10,MagicTelescope,KNeighborsClassifier,centroid,0.2763468633660393
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,KNeighborsClassifier,centroid,0.0031790340563129
Original,original,,Agglo,1,10,MagicTelescope,KNeighborsClassifier,centroid,0.1963852875838618
Decoded,decoded,MLP,Agglo,3,10,MagicTelescope,KNeighborsClassifier,closest,0.2998843380997528
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MagicTelescope,KNeighborsClassifier,closest,0.3111499740038758
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,KNeighborsClassifier,closest,0.154926891113774
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,KNeighborsClassifier,closest,0.0064509312729203
Original,original,,Agglo,2,10,MagicTelescope,KNeighborsClassifier,closest,0.2428149214972655
Decoded,decoded,GNN,Agglo,3,10,MagicTelescope,KNeighborsClassifier,closest,0.3189590985044583
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,KNeighborsClassifier,closest,0.2576257614640128
Encoded,encoded,GNN,Agglo,4,10,MagicTelescope,KNeighborsClassifier,closest,0.3277327209183999
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,KNeighborsClassifier,closest,0.001102958553559
Original,original,,Agglo,1,10,MagicTelescope,KNeighborsClassifier,closest,0.2428149214972655
Decoded,decoded,MLP,KIP,4,10,MagicTelescope,KNeighborsClassifier,centroid,0.40065209956932624
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,MagicTelescope,KNeighborsClassifier,centroid,0.3736652866941549
Encoded,encoded,MLP,KIP,2,10,MagicTelescope,KNeighborsClassifier,centroid,0.36951535995595947
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MagicTelescope,KNeighborsClassifier,centroid,0.15382487787382287
Original,original,,KIP,1,10,MagicTelescope,KNeighborsClassifier,centroid,0.3479155000848001
Decoded,decoded,GNN,KIP,3,10,MagicTelescope,KNeighborsClassifier,centroid,0.4097667577689486
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MagicTelescope,KNeighborsClassifier,centroid,0.3970899910751274
Encoded,encoded,GNN,KIP,4,10,MagicTelescope,KNeighborsClassifier,centroid,0.4113571088973472
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MagicTelescope,KNeighborsClassifier,centroid,0.14337076589864564
Original,original,,KIP,1,10,MagicTelescope,KNeighborsClassifier,centroid,0.3479155000848001
Decoded,decoded,MLP,KMeans,3,10,MagicTelescope,KNeighborsClassifier,centroid,0.31631227600933076
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MagicTelescope,KNeighborsClassifier,centroid,0.32268797144040773
Encoded,encoded,MLP,KMeans,1,10,MagicTelescope,KNeighborsClassifier,centroid,0.12724093541561823
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,KNeighborsClassifier,centroid,0.00388051235997538
Original,original,,KMeans,2,10,MagicTelescope,KNeighborsClassifier,centroid,0.17693662784393432
Decoded,decoded,GNN,KMeans,4,10,MagicTelescope,KNeighborsClassifier,centroid,0.34700883312156455
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,KNeighborsClassifier,centroid,0.27990152056474144
Encoded,encoded,GNN,KMeans,3,10,MagicTelescope,KNeighborsClassifier,centroid,0.29719608862593105
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,KNeighborsClassifier,centroid,0.00015859025937740604
Original,original,,KMeans,1,10,MagicTelescope,KNeighborsClassifier,centroid,0.17693662784393432
Decoded,decoded,MLP,KMeans,3,10,MagicTelescope,KNeighborsClassifier,closest,0.2999136984282771
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MagicTelescope,KNeighborsClassifier,closest,0.3062559742429845
Encoded,encoded,MLP,KMeans,1,10,MagicTelescope,KNeighborsClassifier,closest,0.19451123115976077
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,KNeighborsClassifier,closest,0.01709254898253662
Original,original,,KMeans,2,10,MagicTelescope,KNeighborsClassifier,closest,0.2703708687710089
Decoded,decoded,GNN,KMeans,3,10,MagicTelescope,KNeighborsClassifier,closest,0.31408528396942736
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,KNeighborsClassifier,closest,0.28814543371822426
Encoded,encoded,GNN,KMeans,4,10,MagicTelescope,KNeighborsClassifier,closest,0.3602959387659209
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,KNeighborsClassifier,closest,0.0031455588332605392
Original,original,,KMeans,1,10,MagicTelescope,KNeighborsClassifier,closest,0.2703708687710089
Decoded,decoded,MLP,Agglo,3,10,MagicTelescope,LogisticRegression,centroid,0.2334173141258076
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MagicTelescope,LogisticRegression,centroid,0.2815926614707445
Encoded,encoded,MLP,Agglo,2,10,MagicTelescope,LogisticRegression,centroid,0.0574896053119408
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,LogisticRegression,centroid,0.0211330446950597
Original,original,,Agglo,1,10,MagicTelescope,LogisticRegression,centroid,0.0469201039617756
Decoded,decoded,GNN,Agglo,4,10,MagicTelescope,LogisticRegression,centroid,0.3143400249857075
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,LogisticRegression,centroid,0.2214113918685684
Encoded,encoded,GNN,Agglo,3,10,MagicTelescope,LogisticRegression,centroid,0.2436726661071558
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,LogisticRegression,centroid,0.0211089418555557
Original,original,,Agglo,1,10,MagicTelescope,LogisticRegression,centroid,0.0469201039617756
Decoded,decoded,MLP,Agglo,2,10,MagicTelescope,LogisticRegression,closest,0.1940546690314531
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MagicTelescope,LogisticRegression,closest,0.2005134175632787
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,LogisticRegression,closest,0.1385872648720613
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,LogisticRegression,closest,0.0204086054178307
Original,original,,Agglo,4,10,MagicTelescope,LogisticRegression,closest,0.2246874823121719
Decoded,decoded,GNN,Agglo,3,10,MagicTelescope,LogisticRegression,closest,0.2385967164349679
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,MagicTelescope,LogisticRegression,closest,0.1508103835032584
Encoded,encoded,GNN,Agglo,4,10,MagicTelescope,LogisticRegression,closest,0.2936833498938799
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,LogisticRegression,closest,0.0246401432521121
Original,original,,Agglo,2,10,MagicTelescope,LogisticRegression,closest,0.2246874823121719
Decoded,decoded,MLP,KIP,4,10,MagicTelescope,LogisticRegression,centroid,0.3813949369412846
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,MagicTelescope,LogisticRegression,centroid,0.3319509136194855
Encoded,encoded,MLP,KIP,2,10,MagicTelescope,LogisticRegression,centroid,0.30083978084290064
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,MagicTelescope,LogisticRegression,centroid,0.08749964455082186
Original,original,,KIP,0,10,MagicTelescope,LogisticRegression,centroid,0.0703627423181677
Decoded,decoded,GNN,KIP,3,10,MagicTelescope,LogisticRegression,centroid,0.39113773797830265
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MagicTelescope,LogisticRegression,centroid,0.37019551194295697
Encoded,encoded,GNN,KIP,4,10,MagicTelescope,LogisticRegression,centroid,0.3989906597434646
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MagicTelescope,LogisticRegression,centroid,0.048859001367903776
Original,original,,KIP,1,10,MagicTelescope,LogisticRegression,centroid,0.0703627423181677
Decoded,decoded,MLP,KMeans,4,10,MagicTelescope,LogisticRegression,centroid,0.24153758783656976
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MagicTelescope,LogisticRegression,centroid,0.21142252521387203
Encoded,encoded,MLP,KMeans,2,10,MagicTelescope,LogisticRegression,centroid,0.051211817649290635
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,LogisticRegression,centroid,0.02256724489107812
Original,original,,KMeans,1,10,MagicTelescope,LogisticRegression,centroid,0.047728984422795155
Decoded,decoded,GNN,KMeans,4,10,MagicTelescope,LogisticRegression,centroid,0.30169161310555326
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,LogisticRegression,centroid,0.17616164176626684
Encoded,encoded,GNN,KMeans,3,10,MagicTelescope,LogisticRegression,centroid,0.2671621018867648
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,LogisticRegression,centroid,0.0216968886484021
Original,original,,KMeans,1,10,MagicTelescope,LogisticRegression,centroid,0.047728984422795155
Decoded,decoded,MLP,KMeans,2,10,MagicTelescope,LogisticRegression,closest,0.19504705605480926
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MagicTelescope,LogisticRegression,closest,0.2151984922996844
Encoded,encoded,MLP,KMeans,1,10,MagicTelescope,LogisticRegression,closest,0.10783810799751166
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,LogisticRegression,closest,0.024444449860812838
Original,original,,KMeans,3,10,MagicTelescope,LogisticRegression,closest,0.2020481997210028
Decoded,decoded,GNN,KMeans,3,10,MagicTelescope,LogisticRegression,closest,0.23946290207395454
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,MagicTelescope,LogisticRegression,closest,0.16573264101312074
Encoded,encoded,GNN,KMeans,4,10,MagicTelescope,LogisticRegression,closest,0.33087013146338623
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,LogisticRegression,closest,0.022744793448144018
Original,original,,KMeans,2,10,MagicTelescope,LogisticRegression,closest,0.2020481997210028
Decoded,decoded,MLP,Agglo,3,10,MagicTelescope,MLPClassifier,centroid,0.2617138690244546
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MagicTelescope,MLPClassifier,centroid,0.2629588108579007
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,MLPClassifier,centroid,0.0666674043300118
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,MLPClassifier,centroid,0.0247288142637463
Original,original,,Agglo,2,10,MagicTelescope,MLPClassifier,centroid,0.0786920365283692
Decoded,decoded,GNN,Agglo,4,10,MagicTelescope,MLPClassifier,centroid,0.340773747677035
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,MLPClassifier,centroid,0.2366112753461575
Encoded,encoded,GNN,Agglo,3,10,MagicTelescope,MLPClassifier,centroid,0.2625977156545295
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,MLPClassifier,centroid,0.028049378824492
Original,original,,Agglo,1,10,MagicTelescope,MLPClassifier,centroid,0.0786920365283692
Decoded,decoded,MLP,Agglo,4,10,MagicTelescope,MLPClassifier,closest,0.2510429390234884
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MagicTelescope,MLPClassifier,closest,0.2318476793560954
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,MLPClassifier,closest,0.1447160544870532
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,MLPClassifier,closest,0.0255227919082289
Original,original,,Agglo,2,10,MagicTelescope,MLPClassifier,closest,0.1545263472656349
Decoded,decoded,GNN,Agglo,3,10,MagicTelescope,MLPClassifier,closest,0.2558192192247302
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,MLPClassifier,closest,0.1868470667356832
Encoded,encoded,GNN,Agglo,4,10,MagicTelescope,MLPClassifier,closest,0.2601796192253779
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,MLPClassifier,closest,0.0303592546433659
Original,original,,Agglo,1,10,MagicTelescope,MLPClassifier,closest,0.1545263472656349
Decoded,decoded,MLP,KIP,4,10,MagicTelescope,MLPClassifier,centroid,0.38831352347415693
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,MagicTelescope,MLPClassifier,centroid,0.34722105125662744
Encoded,encoded,MLP,KIP,2,10,MagicTelescope,MLPClassifier,centroid,0.2585998142167877
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MagicTelescope,MLPClassifier,centroid,0.08155780464911419
Original,original,,KIP,1,10,MagicTelescope,MLPClassifier,centroid,0.12355922204224432
Decoded,decoded,GNN,KIP,4,10,MagicTelescope,MLPClassifier,centroid,0.3946983775544517
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MagicTelescope,MLPClassifier,centroid,0.3676452220735501
Encoded,encoded,GNN,KIP,3,10,MagicTelescope,MLPClassifier,centroid,0.3810541065268633
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MagicTelescope,MLPClassifier,centroid,0.04765927725904452
Original,original,,KIP,1,10,MagicTelescope,MLPClassifier,centroid,0.12355922204224432
Decoded,decoded,MLP,KMeans,4,10,MagicTelescope,MLPClassifier,centroid,0.26737928544171014
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MagicTelescope,MLPClassifier,centroid,0.21253054331064386
Encoded,encoded,MLP,KMeans,1,10,MagicTelescope,MLPClassifier,centroid,0.06414335425598465
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,MLPClassifier,centroid,0.025501147786173323
Original,original,,KMeans,2,10,MagicTelescope,MLPClassifier,centroid,0.06806779521961764
Decoded,decoded,GNN,KMeans,4,10,MagicTelescope,MLPClassifier,centroid,0.305686304884177
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,MLPClassifier,centroid,0.20849372563349533
Encoded,encoded,GNN,KMeans,3,10,MagicTelescope,MLPClassifier,centroid,0.2584098749012925
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,MLPClassifier,centroid,0.02838024782249876
Original,original,,KMeans,1,10,MagicTelescope,MLPClassifier,centroid,0.06806779521961764
Decoded,decoded,MLP,KMeans,4,10,MagicTelescope,MLPClassifier,closest,0.24085163413121516
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MagicTelescope,MLPClassifier,closest,0.22516131887729074
Encoded,encoded,MLP,KMeans,1,10,MagicTelescope,MLPClassifier,closest,0.12519510745685883
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,MLPClassifier,closest,0.028613421406738337
Original,original,,KMeans,2,10,MagicTelescope,MLPClassifier,closest,0.1838126795692981
Decoded,decoded,GNN,KMeans,3,10,MagicTelescope,MLPClassifier,closest,0.24497540612415306
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,MLPClassifier,closest,0.188168383713041
Encoded,encoded,GNN,KMeans,4,10,MagicTelescope,MLPClassifier,closest,0.3171043619113109
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,MLPClassifier,closest,0.02774382427347804
Original,original,,KMeans,1,10,MagicTelescope,MLPClassifier,closest,0.1838126795692981
Decoded,decoded,MLP,Agglo,2,10,MagicTelescope,XGBClassifier,centroid,0.3222187491579316
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MagicTelescope,XGBClassifier,centroid,0.3988372719678801
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,XGBClassifier,centroid,0.2739053110937457
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,XGBClassifier,centroid,0.1611541052518121
Original,original,,Agglo,4,10,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,4,10,MagicTelescope,XGBClassifier,centroid,0.4235719867424752
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MagicTelescope,XGBClassifier,centroid,0.3724607259303172
Encoded,encoded,GNN,Agglo,1,10,MagicTelescope,XGBClassifier,centroid,0.3525011452130095
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,XGBClassifier,centroid,0.1428234216270107
Original,original,,Agglo,3,10,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,4,10,MagicTelescope,XGBClassifier,closest,0.3580493654172617
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MagicTelescope,XGBClassifier,closest,0.3314677588855057
Encoded,encoded,MLP,Agglo,1,10,MagicTelescope,XGBClassifier,closest,0.2719118320713536
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MagicTelescope,XGBClassifier,closest,0.2357974724475222
Original,original,,Agglo,2,10,MagicTelescope,XGBClassifier,closest,0.3075441243836059
Decoded,decoded,GNN,Agglo,1,10,MagicTelescope,XGBClassifier,closest,0.3006025167740023
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MagicTelescope,XGBClassifier,closest,0.3494855972622672
Encoded,encoded,GNN,Agglo,3,10,MagicTelescope,XGBClassifier,closest,0.3372450216916818
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MagicTelescope,XGBClassifier,closest,0.0950637277357118
Original,original,,Agglo,2,10,MagicTelescope,XGBClassifier,closest,0.3075441243836059
Decoded,decoded,MLP,KIP,4,10,MagicTelescope,XGBClassifier,centroid,0.4376029748592062
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,MagicTelescope,XGBClassifier,centroid,0.37075659507962594
Encoded,encoded,MLP,KIP,3,10,MagicTelescope,XGBClassifier,centroid,0.41099447603136535
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MagicTelescope,XGBClassifier,centroid,0.28525930317156634
Original,original,,KIP,1,10,MagicTelescope,XGBClassifier,centroid,0.33159192692193684
Decoded,decoded,GNN,KIP,4,10,MagicTelescope,XGBClassifier,centroid,0.45211689256554666
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MagicTelescope,XGBClassifier,centroid,0.41377559214249143
Encoded,encoded,GNN,KIP,3,10,MagicTelescope,XGBClassifier,centroid,0.4230007275470884
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MagicTelescope,XGBClassifier,centroid,0.1329066853493573
Original,original,,KIP,1,10,MagicTelescope,XGBClassifier,centroid,0.33159192692193684
Decoded,decoded,MLP,KMeans,3,10,MagicTelescope,XGBClassifier,centroid,0.38972822074317587
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,MagicTelescope,XGBClassifier,centroid,0.37718439276764304
Encoded,encoded,MLP,KMeans,1,10,MagicTelescope,XGBClassifier,centroid,0.27066928942901025
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,XGBClassifier,centroid,0.18116396755678907
Original,original,,KMeans,4,10,MagicTelescope,XGBClassifier,centroid,0.4213513513513513
Decoded,decoded,GNN,KMeans,3,10,MagicTelescope,XGBClassifier,centroid,0.4092572013688664
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,XGBClassifier,centroid,0.3668882541564496
Encoded,encoded,GNN,KMeans,1,10,MagicTelescope,XGBClassifier,centroid,0.34066039718681795
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,XGBClassifier,centroid,0.17241766592115546
Original,original,,KMeans,4,10,MagicTelescope,XGBClassifier,centroid,0.4213513513513513
Decoded,decoded,MLP,KMeans,3,10,MagicTelescope,XGBClassifier,closest,0.36703074560103477
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MagicTelescope,XGBClassifier,closest,0.3959555387890383
Encoded,encoded,MLP,KMeans,2,10,MagicTelescope,XGBClassifier,closest,0.31952763331626743
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MagicTelescope,XGBClassifier,closest,0.23270254102557195
Original,original,,KMeans,1,10,MagicTelescope,XGBClassifier,closest,0.3052860876828972
Decoded,decoded,GNN,KMeans,4,10,MagicTelescope,XGBClassifier,closest,0.39602953302255395
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MagicTelescope,XGBClassifier,closest,0.36434518067419364
Encoded,encoded,GNN,KMeans,3,10,MagicTelescope,XGBClassifier,closest,0.3646113551238177
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MagicTelescope,XGBClassifier,closest,0.19379202931745299
Original,original,,KMeans,1,10,MagicTelescope,XGBClassifier,closest,0.3052860876828972
Decoded,decoded,MLP,Agglo,1,10,MedicalAppointments,GaussianNB,centroid,-0.012802746565715
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,MedicalAppointments,GaussianNB,centroid,-0.009839193329966
Encoded,encoded,MLP,Agglo,4,10,MedicalAppointments,GaussianNB,centroid,0.0193886790904079
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MedicalAppointments,GaussianNB,centroid,-0.0237534340262574
Original,original,,Agglo,3,10,MedicalAppointments,GaussianNB,centroid,0.0064730672840657
Decoded,decoded,GNN,Agglo,0,10,MedicalAppointments,GaussianNB,centroid,-0.1297774373330625
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,MedicalAppointments,GaussianNB,centroid,-0.0919192109055583
Encoded,encoded,GNN,Agglo,3,10,MedicalAppointments,GaussianNB,centroid,-0.0641753999990685
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,MedicalAppointments,GaussianNB,centroid,-0.0798875520762287
Original,original,,Agglo,4,10,MedicalAppointments,GaussianNB,centroid,0.0064730672840657
Decoded,decoded,MLP,Agglo,4,10,MedicalAppointments,GaussianNB,closest,0.0235219266381109
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MedicalAppointments,GaussianNB,closest,0.0029461362925813
Encoded,encoded,MLP,Agglo,2,10,MedicalAppointments,GaussianNB,closest,-0.0055935116540903
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MedicalAppointments,GaussianNB,closest,-0.0401434673271079
Original,original,,Agglo,1,10,MedicalAppointments,GaussianNB,closest,-0.0207315943866399
Decoded,decoded,GNN,Agglo,1,10,MedicalAppointments,GaussianNB,closest,-0.0641326336435675
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MedicalAppointments,GaussianNB,closest,-0.0145875521279622
Encoded,encoded,GNN,Agglo,2,10,MedicalAppointments,GaussianNB,closest,-0.0577150936436607
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MedicalAppointments,GaussianNB,closest,-0.1003886737446135
Original,original,,Agglo,3,10,MedicalAppointments,GaussianNB,closest,-0.0207315943866399
Decoded,decoded,MLP,KIP,1,10,MedicalAppointments,GaussianNB,centroid,0.0179665943030041
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,MedicalAppointments,GaussianNB,centroid,0.010254768491749661
Encoded,encoded,MLP,KIP,3,10,MedicalAppointments,GaussianNB,centroid,0.02725394644652106
Encoded-FT,encoded,MLP-MultiHead,KIP,2,10,MedicalAppointments,GaussianNB,centroid,0.02514171959721686
Original,original,,KIP,4,10,MedicalAppointments,GaussianNB,centroid,0.02861174374468764
Decoded,decoded,GNN,KIP,1,10,MedicalAppointments,GaussianNB,centroid,-0.02016402621784512
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,MedicalAppointments,GaussianNB,centroid,-0.00531615114526744
Encoded,encoded,GNN,KIP,2,10,MedicalAppointments,GaussianNB,centroid,-0.0106404934271732
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MedicalAppointments,GaussianNB,centroid,-0.02846264781337172
Original,original,,KIP,4,10,MedicalAppointments,GaussianNB,centroid,0.02861174374468764
Decoded,decoded,MLP,KMeans,2,10,MedicalAppointments,GaussianNB,centroid,-0.02771951340854568
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MedicalAppointments,GaussianNB,centroid,0.007203147603764878
Encoded,encoded,MLP,KMeans,1,10,MedicalAppointments,GaussianNB,centroid,-0.0496643444650592
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MedicalAppointments,GaussianNB,centroid,-0.05973442438123714
Original,original,,KMeans,4,10,MedicalAppointments,GaussianNB,centroid,0.01667501587787168
Decoded,decoded,GNN,KMeans,2,10,MedicalAppointments,GaussianNB,centroid,-0.05757834477304598
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MedicalAppointments,GaussianNB,centroid,-0.0372915894616111
Encoded,encoded,GNN,KMeans,1,10,MedicalAppointments,GaussianNB,centroid,-0.07490070186832053
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MedicalAppointments,GaussianNB,centroid,-0.11416035417440136
Original,original,,KMeans,4,10,MedicalAppointments,GaussianNB,centroid,0.01667501587787168
Decoded,decoded,MLP,KMeans,4,10,MedicalAppointments,GaussianNB,closest,-0.013149223023267436
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MedicalAppointments,GaussianNB,closest,-0.019491076920636
Encoded,encoded,MLP,KMeans,2,10,MedicalAppointments,GaussianNB,closest,-0.02936427640102482
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MedicalAppointments,GaussianNB,closest,-0.041954070658641464
Original,original,,KMeans,1,10,MedicalAppointments,GaussianNB,closest,-0.031487074127717125
Decoded,decoded,GNN,KMeans,1,10,MedicalAppointments,GaussianNB,closest,-0.03529103798255914
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MedicalAppointments,GaussianNB,closest,-0.03423746812138948
Encoded,encoded,GNN,KMeans,4,10,MedicalAppointments,GaussianNB,closest,-0.015748951836288883
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MedicalAppointments,GaussianNB,closest,-0.06825718996418477
Original,original,,KMeans,3,10,MedicalAppointments,GaussianNB,closest,-0.031487074127717125
Decoded,decoded,MLP,Agglo,3,10,MedicalAppointments,KNeighborsClassifier,centroid,0.0578146659838806
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,MedicalAppointments,KNeighborsClassifier,centroid,0.0360012818547427
Encoded,encoded,MLP,Agglo,4,10,MedicalAppointments,KNeighborsClassifier,centroid,0.0706427539328153
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.0303344564511866
Original,original,,Agglo,0,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.051232765903316
Decoded,decoded,GNN,Agglo,4,10,MedicalAppointments,KNeighborsClassifier,centroid,0.0600746280827302
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.0083071852361645
Encoded,encoded,GNN,Agglo,3,10,MedicalAppointments,KNeighborsClassifier,centroid,0.0355305345627833
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.0380144135269923
Original,original,,Agglo,0,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.051232765903316
Decoded,decoded,MLP,Agglo,1,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0175084886182386
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0185766193608992
Encoded,encoded,MLP,Agglo,4,10,MedicalAppointments,KNeighborsClassifier,closest,0.0439257046123938
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,MedicalAppointments,KNeighborsClassifier,closest,0.0002014110187321
Original,original,,Agglo,2,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0151063156624383
Decoded,decoded,GNN,Agglo,2,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0074645206743924
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MedicalAppointments,KNeighborsClassifier,closest,0.0006365240535313
Encoded,encoded,GNN,Agglo,4,10,MedicalAppointments,KNeighborsClassifier,closest,0.0195482848261668
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0208619413086658
Original,original,,Agglo,1,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0151063156624383
Decoded,decoded,MLP,KIP,0,10,MedicalAppointments,KNeighborsClassifier,centroid,0.00366828991444518
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,MedicalAppointments,KNeighborsClassifier,centroid,0.076207406054399
Encoded,encoded,MLP,KIP,4,10,MedicalAppointments,KNeighborsClassifier,centroid,0.07962482101328504
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,MedicalAppointments,KNeighborsClassifier,centroid,0.06375943859328673
Original,original,,KIP,2,10,MedicalAppointments,KNeighborsClassifier,centroid,0.07108448825292664
Decoded,decoded,GNN,KIP,1,10,MedicalAppointments,KNeighborsClassifier,centroid,0.04309975634974744
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,MedicalAppointments,KNeighborsClassifier,centroid,0.02833810631240078
Encoded,encoded,GNN,KIP,2,10,MedicalAppointments,KNeighborsClassifier,centroid,0.06962028722679048
Encoded-FT,encoded,GNN-MultiHead,KIP,4,10,MedicalAppointments,KNeighborsClassifier,centroid,0.07222369180689339
Original,original,,KIP,3,10,MedicalAppointments,KNeighborsClassifier,centroid,0.07108448825292664
Decoded,decoded,MLP,KMeans,3,10,MedicalAppointments,KNeighborsClassifier,centroid,0.054320992083813156
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MedicalAppointments,KNeighborsClassifier,centroid,0.05655735566087282
Encoded,encoded,MLP,KMeans,2,10,MedicalAppointments,KNeighborsClassifier,centroid,0.02581707639267164
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.028954016315107838
Original,original,,KMeans,0,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.03389364193524174
Decoded,decoded,GNN,KMeans,3,10,MedicalAppointments,KNeighborsClassifier,centroid,0.013940366029870841
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.013735122493778179
Encoded,encoded,GNN,KMeans,4,10,MedicalAppointments,KNeighborsClassifier,centroid,0.023625218942747123
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.010170343165235077
Original,original,,KMeans,0,10,MedicalAppointments,KNeighborsClassifier,centroid,-0.03389364193524174
Decoded,decoded,MLP,KMeans,0,10,MedicalAppointments,KNeighborsClassifier,closest,-0.032489472808696865
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MedicalAppointments,KNeighborsClassifier,closest,-0.02204395489697854
Encoded,encoded,MLP,KMeans,4,10,MedicalAppointments,KNeighborsClassifier,closest,0.01941514154220498
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0007729942887335602
Original,original,,KMeans,2,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0048031064591779
Decoded,decoded,GNN,KMeans,1,10,MedicalAppointments,KNeighborsClassifier,closest,0.002623741384990279
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MedicalAppointments,KNeighborsClassifier,closest,0.006345164667777921
Encoded,encoded,GNN,KMeans,4,10,MedicalAppointments,KNeighborsClassifier,closest,0.034109306656838125
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,MedicalAppointments,KNeighborsClassifier,closest,0.02086078339916566
Original,original,,KMeans,0,10,MedicalAppointments,KNeighborsClassifier,closest,-0.0048031064591779
Decoded,decoded,MLP,Agglo,4,10,MedicalAppointments,LogisticRegression,centroid,0.1649986821645147
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MedicalAppointments,LogisticRegression,centroid,0.1606739801218943
Encoded,encoded,MLP,Agglo,2,10,MedicalAppointments,LogisticRegression,centroid,0.13709583836739
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,MedicalAppointments,LogisticRegression,centroid,0.1050071928785978
Original,original,,Agglo,0,10,MedicalAppointments,LogisticRegression,centroid,0.0515372188082993
Decoded,decoded,GNN,Agglo,3,10,MedicalAppointments,LogisticRegression,centroid,0.1151691453589718
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MedicalAppointments,LogisticRegression,centroid,0.1169928698053564
Encoded,encoded,GNN,Agglo,2,10,MedicalAppointments,LogisticRegression,centroid,0.0878432884311011
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,MedicalAppointments,LogisticRegression,centroid,0.0709721895694601
Original,original,,Agglo,0,10,MedicalAppointments,LogisticRegression,centroid,0.0515372188082993
Decoded,decoded,MLP,Agglo,3,10,MedicalAppointments,LogisticRegression,closest,0.145710184312562
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MedicalAppointments,LogisticRegression,closest,0.1556678179526143
Encoded,encoded,MLP,Agglo,0,10,MedicalAppointments,LogisticRegression,closest,0.1285773413771663
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,MedicalAppointments,LogisticRegression,closest,0.1405743771413073
Original,original,,Agglo,1,10,MedicalAppointments,LogisticRegression,closest,0.1313051451396481
Decoded,decoded,GNN,Agglo,0,10,MedicalAppointments,LogisticRegression,closest,0.1080553579250292
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MedicalAppointments,LogisticRegression,closest,0.1555052182989748
Encoded,encoded,GNN,Agglo,1,10,MedicalAppointments,LogisticRegression,closest,0.1142427690657909
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,MedicalAppointments,LogisticRegression,closest,0.155548059346139
Original,original,,Agglo,2,10,MedicalAppointments,LogisticRegression,closest,0.1313051451396481
Decoded,decoded,MLP,KIP,0,10,MedicalAppointments,LogisticRegression,centroid,0.1491170502249224
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,MedicalAppointments,LogisticRegression,centroid,0.1802511186526623
Encoded,encoded,MLP,KIP,4,10,MedicalAppointments,LogisticRegression,centroid,0.20418324945907035
Encoded-FT,encoded,MLP-MultiHead,KIP,3,10,MedicalAppointments,LogisticRegression,centroid,0.1926894101909665
Original,original,,KIP,2,10,MedicalAppointments,LogisticRegression,centroid,0.1901530378965172
Decoded,decoded,GNN,KIP,3,10,MedicalAppointments,LogisticRegression,centroid,0.17113058925791935
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,MedicalAppointments,LogisticRegression,centroid,0.14782082457727064
Encoded,encoded,GNN,KIP,1,10,MedicalAppointments,LogisticRegression,centroid,0.15417896886016785
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,MedicalAppointments,LogisticRegression,centroid,0.16395603905560935
Original,original,,KIP,4,10,MedicalAppointments,LogisticRegression,centroid,0.1901530378965172
Decoded,decoded,MLP,KMeans,3,10,MedicalAppointments,LogisticRegression,centroid,0.1716996109177498
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MedicalAppointments,LogisticRegression,centroid,0.19744580414713955
Encoded,encoded,MLP,KMeans,2,10,MedicalAppointments,LogisticRegression,centroid,0.10608753049970532
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,MedicalAppointments,LogisticRegression,centroid,0.0801285063135853
Original,original,,KMeans,0,10,MedicalAppointments,LogisticRegression,centroid,0.060056024310155574
Decoded,decoded,GNN,KMeans,4,10,MedicalAppointments,LogisticRegression,centroid,0.13319266137770208
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MedicalAppointments,LogisticRegression,centroid,0.11710048427211192
Encoded,encoded,GNN,KMeans,2,10,MedicalAppointments,LogisticRegression,centroid,0.07895972401671199
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,MedicalAppointments,LogisticRegression,centroid,0.06240786457853827
Original,original,,KMeans,0,10,MedicalAppointments,LogisticRegression,centroid,0.060056024310155574
Decoded,decoded,MLP,KMeans,3,10,MedicalAppointments,LogisticRegression,closest,0.13642516212461578
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MedicalAppointments,LogisticRegression,closest,0.13856415741301203
Encoded,encoded,MLP,KMeans,0,10,MedicalAppointments,LogisticRegression,closest,0.1193252317711168
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,MedicalAppointments,LogisticRegression,closest,0.1270804569590162
Original,original,,KMeans,2,10,MedicalAppointments,LogisticRegression,closest,0.13493488266005454
Decoded,decoded,GNN,KMeans,2,10,MedicalAppointments,LogisticRegression,closest,0.14161044334313574
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,MedicalAppointments,LogisticRegression,closest,0.14031977090487083
Encoded,encoded,GNN,KMeans,4,10,MedicalAppointments,LogisticRegression,closest,0.15657808152461947
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,MedicalAppointments,LogisticRegression,closest,0.14188001239375359
Original,original,,KMeans,0,10,MedicalAppointments,LogisticRegression,closest,0.13493488266005454
Decoded,decoded,MLP,Agglo,4,10,MedicalAppointments,MLPClassifier,centroid,0.0560095513689111
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,MedicalAppointments,MLPClassifier,centroid,0.0271811127653724
Encoded,encoded,MLP,Agglo,3,10,MedicalAppointments,MLPClassifier,centroid,0.0523363662507685
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,MedicalAppointments,MLPClassifier,centroid,0.0223828881132225
Original,original,,Agglo,0,10,MedicalAppointments,MLPClassifier,centroid,-0.0225033126601898
Decoded,decoded,GNN,Agglo,2,10,MedicalAppointments,MLPClassifier,centroid,-0.0041563019197862
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MedicalAppointments,MLPClassifier,centroid,0.0140218149697326
Encoded,encoded,GNN,Agglo,0,10,MedicalAppointments,MLPClassifier,centroid,-0.0405380707467415
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,MedicalAppointments,MLPClassifier,centroid,-0.0010474886477402
Original,original,,Agglo,1,10,MedicalAppointments,MLPClassifier,centroid,-0.0225033126601898
Decoded,decoded,MLP,Agglo,4,10,MedicalAppointments,MLPClassifier,closest,0.0671767213676257
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MedicalAppointments,MLPClassifier,closest,0.0550676706353965
Encoded,encoded,MLP,Agglo,2,10,MedicalAppointments,MLPClassifier,closest,0.0533015752996645
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,MedicalAppointments,MLPClassifier,closest,0.041809306311263
Original,original,,Agglo,0,10,MedicalAppointments,MLPClassifier,closest,0.0148416949187542
Decoded,decoded,GNN,Agglo,0,10,MedicalAppointments,MLPClassifier,closest,0.0034893958226396
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MedicalAppointments,MLPClassifier,closest,0.0741991747923683
Encoded,encoded,GNN,Agglo,2,10,MedicalAppointments,MLPClassifier,closest,0.0197906866902425
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,MedicalAppointments,MLPClassifier,closest,0.066307741619677
Original,original,,Agglo,1,10,MedicalAppointments,MLPClassifier,closest,0.0148416949187542
Decoded,decoded,MLP,KIP,0,10,MedicalAppointments,MLPClassifier,centroid,0.04885169914070632
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,MedicalAppointments,MLPClassifier,centroid,0.0841563460544372
Encoded,encoded,MLP,KIP,4,10,MedicalAppointments,MLPClassifier,centroid,0.10191165299004785
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,MedicalAppointments,MLPClassifier,centroid,0.07614939043348348
Original,original,,KIP,3,10,MedicalAppointments,MLPClassifier,centroid,0.0914795140743432
Decoded,decoded,GNN,KIP,3,10,MedicalAppointments,MLPClassifier,centroid,0.07243541228817445
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,MedicalAppointments,MLPClassifier,centroid,0.05829181720720196
Encoded,encoded,GNN,KIP,1,10,MedicalAppointments,MLPClassifier,centroid,0.0660674126841253
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,MedicalAppointments,MLPClassifier,centroid,0.06708706497716085
Original,original,,KIP,4,10,MedicalAppointments,MLPClassifier,centroid,0.0914795140743432
Decoded,decoded,MLP,KMeans,3,10,MedicalAppointments,MLPClassifier,centroid,0.07586916692615484
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MedicalAppointments,MLPClassifier,centroid,0.11091636696480416
Encoded,encoded,MLP,KMeans,1,10,MedicalAppointments,MLPClassifier,centroid,-0.00395898850631228
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,MedicalAppointments,MLPClassifier,centroid,0.00609562575959886
Original,original,,KMeans,0,10,MedicalAppointments,MLPClassifier,centroid,-0.009278900492361259
Decoded,decoded,GNN,KMeans,4,10,MedicalAppointments,MLPClassifier,centroid,0.0411023164938362
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MedicalAppointments,MLPClassifier,centroid,0.031924531638752016
Encoded,encoded,GNN,KMeans,0,10,MedicalAppointments,MLPClassifier,centroid,-0.01861457706040044
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,MedicalAppointments,MLPClassifier,centroid,-0.016664739716291222
Original,original,,KMeans,2,10,MedicalAppointments,MLPClassifier,centroid,-0.009278900492361259
Decoded,decoded,MLP,KMeans,4,10,MedicalAppointments,MLPClassifier,closest,0.0436426597022189
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,MedicalAppointments,MLPClassifier,closest,0.01689151300912192
Encoded,encoded,MLP,KMeans,1,10,MedicalAppointments,MLPClassifier,closest,0.026693141152149304
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,MedicalAppointments,MLPClassifier,closest,0.031410883116234224
Original,original,,KMeans,3,10,MedicalAppointments,MLPClassifier,closest,0.03512829745934952
Decoded,decoded,GNN,KMeans,1,10,MedicalAppointments,MLPClassifier,closest,0.03807839937492734
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MedicalAppointments,MLPClassifier,closest,0.04581985354704282
Encoded,encoded,GNN,KMeans,4,10,MedicalAppointments,MLPClassifier,closest,0.0652004189954592
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,MedicalAppointments,MLPClassifier,closest,0.04604058985014954
Original,original,,KMeans,0,10,MedicalAppointments,MLPClassifier,closest,0.03512829745934952
Decoded,decoded,MLP,Agglo,1,10,MedicalAppointments,XGBClassifier,centroid,0.2061198491233307
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MedicalAppointments,XGBClassifier,centroid,0.2678668655161801
Encoded,encoded,MLP,Agglo,2,10,MedicalAppointments,XGBClassifier,centroid,0.2176062279582522
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MedicalAppointments,XGBClassifier,centroid,0.1736212129554341
Original,original,,Agglo,3,10,MedicalAppointments,XGBClassifier,centroid,0.2626676130371443
Decoded,decoded,GNN,Agglo,2,10,MedicalAppointments,XGBClassifier,centroid,0.226676010678719
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MedicalAppointments,XGBClassifier,centroid,0.2364812386973495
Encoded,encoded,GNN,Agglo,0,10,MedicalAppointments,XGBClassifier,centroid,0.1798305390401761
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,MedicalAppointments,XGBClassifier,centroid,0.1883535254960132
Original,original,,Agglo,4,10,MedicalAppointments,XGBClassifier,centroid,0.2626676130371443
Decoded,decoded,MLP,Agglo,2,10,MedicalAppointments,XGBClassifier,closest,0.1964901704344606
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,MedicalAppointments,XGBClassifier,closest,0.1719453818158025
Encoded,encoded,MLP,Agglo,3,10,MedicalAppointments,XGBClassifier,closest,0.198477468642501
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MedicalAppointments,XGBClassifier,closest,0.1687029723959319
Original,original,,Agglo,4,10,MedicalAppointments,XGBClassifier,closest,0.2477427946974526
Decoded,decoded,GNN,Agglo,2,10,MedicalAppointments,XGBClassifier,closest,0.2033105278794944
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MedicalAppointments,XGBClassifier,closest,0.2163807739437982
Encoded,encoded,GNN,Agglo,1,10,MedicalAppointments,XGBClassifier,closest,0.1851812028161305
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MedicalAppointments,XGBClassifier,closest,0.1842499269209419
Original,original,,Agglo,4,10,MedicalAppointments,XGBClassifier,closest,0.2477427946974526
Decoded,decoded,MLP,KIP,0,10,MedicalAppointments,XGBClassifier,centroid,0.20267900246487214
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,MedicalAppointments,XGBClassifier,centroid,0.2545933546067202
Encoded,encoded,MLP,KIP,2,10,MedicalAppointments,XGBClassifier,centroid,0.25222466218058337
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,MedicalAppointments,XGBClassifier,centroid,0.21802142872151942
Original,original,,KIP,4,10,MedicalAppointments,XGBClassifier,centroid,0.2628469526365249
Decoded,decoded,GNN,KIP,0,10,MedicalAppointments,XGBClassifier,centroid,0.19164817414067936
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,MedicalAppointments,XGBClassifier,centroid,0.19676995882836248
Encoded,encoded,GNN,KIP,3,10,MedicalAppointments,XGBClassifier,centroid,0.21375019383571825
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,MedicalAppointments,XGBClassifier,centroid,0.2069962924513522
Original,original,,KIP,4,10,MedicalAppointments,XGBClassifier,centroid,0.2628469526365249
Decoded,decoded,MLP,KMeans,2,10,MedicalAppointments,XGBClassifier,centroid,0.2280472371328326
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MedicalAppointments,XGBClassifier,centroid,0.24722906022326147
Encoded,encoded,MLP,KMeans,1,10,MedicalAppointments,XGBClassifier,centroid,0.22062542374549396
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MedicalAppointments,XGBClassifier,centroid,0.17778514996301495
Original,original,,KMeans,4,10,MedicalAppointments,XGBClassifier,centroid,0.25788651374192173
Decoded,decoded,GNN,KMeans,3,10,MedicalAppointments,XGBClassifier,centroid,0.2560838615107296
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MedicalAppointments,XGBClassifier,centroid,0.21922710683799215
Encoded,encoded,GNN,KMeans,0,10,MedicalAppointments,XGBClassifier,centroid,0.20556226721427412
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,MedicalAppointments,XGBClassifier,centroid,0.21006549319919238
Original,original,,KMeans,4,10,MedicalAppointments,XGBClassifier,centroid,0.25788651374192173
Decoded,decoded,MLP,KMeans,0,10,MedicalAppointments,XGBClassifier,closest,0.16181347245351735
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MedicalAppointments,XGBClassifier,closest,0.17794327735171606
Encoded,encoded,MLP,KMeans,3,10,MedicalAppointments,XGBClassifier,closest,0.2074698234691899
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,MedicalAppointments,XGBClassifier,closest,0.20250429098418535
Original,original,,KMeans,4,10,MedicalAppointments,XGBClassifier,closest,0.23000328224049885
Decoded,decoded,GNN,KMeans,1,10,MedicalAppointments,XGBClassifier,closest,0.20717513998064163
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MedicalAppointments,XGBClassifier,closest,0.21386177405364948
Encoded,encoded,GNN,KMeans,3,10,MedicalAppointments,XGBClassifier,closest,0.22045276034032096
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MedicalAppointments,XGBClassifier,closest,0.20466832215004307
Original,original,,KMeans,4,10,MedicalAppointments,XGBClassifier,closest,0.23000328224049885
Decoded,decoded,MLP,Agglo,1,10,MiniBooNE,GaussianNB,centroid,-0.376250227314057
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MiniBooNE,GaussianNB,centroid,-0.2271322058556101
Encoded,encoded,MLP,Agglo,2,10,MiniBooNE,GaussianNB,centroid,-0.2802327695944718
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,GaussianNB,centroid,-0.4131660301873067
Original,original,,Agglo,4,10,MiniBooNE,GaussianNB,centroid,-0.0092744135297326
Decoded,decoded,GNN,Agglo,1,10,MiniBooNE,GaussianNB,centroid,-0.4051645753773413
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MiniBooNE,GaussianNB,centroid,-0.2582287688670668
Encoded,encoded,GNN,Agglo,2,10,MiniBooNE,GaussianNB,centroid,-0.3560647390434623
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,GaussianNB,centroid,-0.4149845426441169
Original,original,,Agglo,4,10,MiniBooNE,GaussianNB,centroid,-0.0092744135297326
Decoded,decoded,MLP,Agglo,1,10,MiniBooNE,GaussianNB,closest,-0.3778868885251862
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MiniBooNE,GaussianNB,closest,-0.2382251318421529
Encoded,encoded,MLP,Agglo,2,10,MiniBooNE,GaussianNB,closest,-0.2469539916348426
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,GaussianNB,closest,-0.4186215675577376
Original,original,,Agglo,4,10,MiniBooNE,GaussianNB,closest,-0.1685761047463174
Decoded,decoded,GNN,Agglo,0,10,MiniBooNE,GaussianNB,closest,-0.3757046735770138
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MiniBooNE,GaussianNB,closest,-0.2676850336424804
Encoded,encoded,GNN,Agglo,2,10,MiniBooNE,GaussianNB,closest,-0.2811420258228768
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,MiniBooNE,GaussianNB,closest,-0.371158392434988
Original,original,,Agglo,4,10,MiniBooNE,GaussianNB,closest,-0.1685761047463174
Decoded,decoded,MLP,KIP,1,10,MiniBooNE,GaussianNB,centroid,-0.22494999090743759
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,MiniBooNE,GaussianNB,centroid,-0.18792507728677935
Encoded,encoded,MLP,KIP,3,10,MiniBooNE,GaussianNB,centroid,-0.14548099654482619
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MiniBooNE,GaussianNB,centroid,-0.27074013456992174
Original,original,,KIP,4,10,MiniBooNE,GaussianNB,centroid,-0.09718130569194393
Decoded,decoded,GNN,KIP,1,10,MiniBooNE,GaussianNB,centroid,-0.23193307874158925
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MiniBooNE,GaussianNB,centroid,-0.2012002182214947
Encoded,encoded,GNN,KIP,3,10,MiniBooNE,GaussianNB,centroid,-0.18043280596472078
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MiniBooNE,GaussianNB,centroid,-0.2733951627568648
Original,original,,KIP,4,10,MiniBooNE,GaussianNB,centroid,-0.09718130569194393
Decoded,decoded,MLP,KMeans,2,10,MiniBooNE,GaussianNB,centroid,-0.264448081469358
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MiniBooNE,GaussianNB,centroid,-0.31613020549190746
Encoded,encoded,MLP,KMeans,3,10,MiniBooNE,GaussianNB,centroid,-0.24069830878341505
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,GaussianNB,centroid,-0.4197854155300961
Original,original,,KMeans,4,10,MiniBooNE,GaussianNB,centroid,-0.04295326422985982
Decoded,decoded,GNN,KMeans,1,10,MiniBooNE,GaussianNB,centroid,-0.34442625931987625
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MiniBooNE,GaussianNB,centroid,-0.2820149118021457
Encoded,encoded,GNN,KMeans,2,10,MiniBooNE,GaussianNB,centroid,-0.31867612293144193
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,GaussianNB,centroid,-0.4252773231496635
Original,original,,KMeans,4,10,MiniBooNE,GaussianNB,centroid,-0.04295326422985982
Decoded,decoded,MLP,KMeans,2,10,MiniBooNE,GaussianNB,closest,-0.26648481542098545
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MiniBooNE,GaussianNB,closest,-0.31431169303509715
Encoded,encoded,MLP,KMeans,3,10,MiniBooNE,GaussianNB,closest,-0.24939079832696845
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,GaussianNB,closest,-0.4218948899799962
Original,original,,KMeans,4,10,MiniBooNE,GaussianNB,closest,-0.1483178759774504
Decoded,decoded,GNN,KMeans,1,10,MiniBooNE,GaussianNB,closest,-0.3615202764138934
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MiniBooNE,GaussianNB,closest,-0.28397890525550096
Encoded,encoded,GNN,KMeans,2,10,MiniBooNE,GaussianNB,closest,-0.2988907074013456
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,GaussianNB,closest,-0.411456628477905
Original,original,,KMeans,4,10,MiniBooNE,GaussianNB,closest,-0.1483178759774504
Decoded,decoded,MLP,Agglo,3,10,MiniBooNE,KNeighborsClassifier,centroid,0.2995984762689179
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MiniBooNE,KNeighborsClassifier,centroid,0.3129826006383198
Encoded,encoded,MLP,Agglo,2,10,MiniBooNE,KNeighborsClassifier,centroid,0.29774528981777
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,KNeighborsClassifier,centroid,0.2346339956758982
Original,original,,Agglo,1,10,MiniBooNE,KNeighborsClassifier,centroid,0.2924945948728509
Decoded,decoded,GNN,Agglo,4,10,MiniBooNE,KNeighborsClassifier,centroid,0.3613713579738495
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MiniBooNE,KNeighborsClassifier,centroid,0.3120560074127458
Encoded,encoded,GNN,Agglo,1,10,MiniBooNE,KNeighborsClassifier,centroid,0.2664470297539381
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,KNeighborsClassifier,centroid,0.2475033460310924
Original,original,,Agglo,2,10,MiniBooNE,KNeighborsClassifier,centroid,0.2924945948728509
Decoded,decoded,MLP,Agglo,2,10,MiniBooNE,KNeighborsClassifier,closest,0.3228662617111089
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MiniBooNE,KNeighborsClassifier,closest,0.3376917533202924
Encoded,encoded,MLP,Agglo,1,10,MiniBooNE,KNeighborsClassifier,closest,0.3209101204571193
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,KNeighborsClassifier,closest,0.1874806959744673
Original,original,,Agglo,4,10,MiniBooNE,KNeighborsClassifier,closest,0.338000617728817
Decoded,decoded,GNN,Agglo,3,10,MiniBooNE,KNeighborsClassifier,closest,0.3736229795119942
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MiniBooNE,KNeighborsClassifier,closest,0.4132605786059919
Encoded,encoded,GNN,Agglo,1,10,MiniBooNE,KNeighborsClassifier,closest,0.2888911767733965
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,KNeighborsClassifier,closest,0.2576958715124061
Original,original,,Agglo,2,10,MiniBooNE,KNeighborsClassifier,closest,0.338000617728817
Decoded,decoded,MLP,KIP,3,10,MiniBooNE,KNeighborsClassifier,centroid,0.37253165860187376
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,MiniBooNE,KNeighborsClassifier,centroid,0.34183053639452277
Encoded,encoded,MLP,KIP,1,10,MiniBooNE,KNeighborsClassifier,centroid,0.33868011942757126
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MiniBooNE,KNeighborsClassifier,centroid,0.256172140430351
Original,original,,KIP,4,10,MiniBooNE,KNeighborsClassifier,centroid,0.3773705343354267
Decoded,decoded,GNN,KIP,2,10,MiniBooNE,KNeighborsClassifier,centroid,0.35105528672912595
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,MiniBooNE,KNeighborsClassifier,centroid,0.34739009574796664
Encoded,encoded,GNN,KIP,3,10,MiniBooNE,KNeighborsClassifier,centroid,0.35677957376711616
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MiniBooNE,KNeighborsClassifier,centroid,0.2825491609183569
Original,original,,KIP,4,10,MiniBooNE,KNeighborsClassifier,centroid,0.3773705343354267
Decoded,decoded,MLP,KMeans,4,10,MiniBooNE,KNeighborsClassifier,centroid,0.33993616802223825
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,MiniBooNE,KNeighborsClassifier,centroid,0.28656439822917734
Encoded,encoded,MLP,KMeans,3,10,MiniBooNE,KNeighborsClassifier,centroid,0.2945330999691136
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,KNeighborsClassifier,centroid,0.23109235045814885
Original,original,,KMeans,1,10,MiniBooNE,KNeighborsClassifier,centroid,0.2609904252033357
Decoded,decoded,GNN,KMeans,4,10,MiniBooNE,KNeighborsClassifier,centroid,0.30816431586533505
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MiniBooNE,KNeighborsClassifier,centroid,0.3056934005971378
Encoded,encoded,GNN,KMeans,3,10,MiniBooNE,KNeighborsClassifier,centroid,0.3081437249047668
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,KNeighborsClassifier,centroid,0.20671265314526927
Original,original,,KMeans,1,10,MiniBooNE,KNeighborsClassifier,centroid,0.2609904252033357
Decoded,decoded,MLP,KMeans,4,10,MiniBooNE,KNeighborsClassifier,closest,0.3449809533614743
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MiniBooNE,KNeighborsClassifier,closest,0.2846082569751879
Encoded,encoded,MLP,KMeans,2,10,MiniBooNE,KNeighborsClassifier,closest,0.33604447647482755
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,KNeighborsClassifier,closest,0.21443426335838564
Original,original,,KMeans,3,10,MiniBooNE,KNeighborsClassifier,closest,0.3393802120868939
Decoded,decoded,GNN,KMeans,2,10,MiniBooNE,KNeighborsClassifier,closest,0.31518583341912904
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,MiniBooNE,KNeighborsClassifier,closest,0.29282405024194375
Encoded,encoded,GNN,KMeans,3,10,MiniBooNE,KNeighborsClassifier,closest,0.3194687532173376
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,KNeighborsClassifier,closest,0.20438587460105012
Original,original,,KMeans,4,10,MiniBooNE,KNeighborsClassifier,closest,0.3393802120868939
Decoded,decoded,MLP,Agglo,3,10,MiniBooNE,LogisticRegression,centroid,0.2495305654078864
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MiniBooNE,LogisticRegression,centroid,0.2954308366367619
Encoded,encoded,MLP,Agglo,2,10,MiniBooNE,LogisticRegression,centroid,0.2042562069684957
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,LogisticRegression,centroid,0.1749426246609638
Original,original,,Agglo,1,10,MiniBooNE,LogisticRegression,centroid,0.1879824744418942
Decoded,decoded,GNN,Agglo,1,10,MiniBooNE,LogisticRegression,centroid,0.1845399540997287
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MiniBooNE,LogisticRegression,centroid,0.238159816398915
Encoded,encoded,GNN,Agglo,3,10,MiniBooNE,LogisticRegression,centroid,0.1907990819945753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,LogisticRegression,centroid,0.176403087836428
Original,original,,Agglo,2,10,MiniBooNE,LogisticRegression,centroid,0.1879824744418942
Decoded,decoded,MLP,Agglo,3,10,MiniBooNE,LogisticRegression,closest,0.2587106196536616
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,MiniBooNE,LogisticRegression,closest,0.2352388900479866
Encoded,encoded,MLP,Agglo,4,10,MiniBooNE,LogisticRegression,closest,0.2778009597329439
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,LogisticRegression,closest,0.1755685374504485
Original,original,,Agglo,2,10,MiniBooNE,LogisticRegression,closest,0.2511996661798455
Decoded,decoded,GNN,Agglo,1,10,MiniBooNE,LogisticRegression,closest,0.2043605257667432
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MiniBooNE,LogisticRegression,closest,0.3080534112247026
Encoded,encoded,GNN,Agglo,3,10,MiniBooNE,LogisticRegression,closest,0.2796786981013978
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,LogisticRegression,closest,0.1789067389943667
Original,original,,Agglo,2,10,MiniBooNE,LogisticRegression,closest,0.2511996661798455
Decoded,decoded,MLP,KIP,4,10,MiniBooNE,LogisticRegression,centroid,0.29954099728771116
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,MiniBooNE,LogisticRegression,centroid,0.2788024201961193
Encoded,encoded,MLP,KIP,2,10,MiniBooNE,LogisticRegression,centroid,0.28656373878572905
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MiniBooNE,LogisticRegression,centroid,0.18804506572084287
Original,original,,KIP,3,10,MiniBooNE,LogisticRegression,centroid,0.28787815564364694
Decoded,decoded,GNN,KIP,4,10,MiniBooNE,LogisticRegression,centroid,0.2894429376173585
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,MiniBooNE,LogisticRegression,centroid,0.27112455664510726
Encoded,encoded,GNN,KIP,2,10,MiniBooNE,LogisticRegression,centroid,0.28099311495931556
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MiniBooNE,LogisticRegression,centroid,0.20254537867723754
Original,original,,KIP,3,10,MiniBooNE,LogisticRegression,centroid,0.28787815564364694
Decoded,decoded,MLP,KMeans,4,10,MiniBooNE,LogisticRegression,centroid,0.2460463175464218
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,MiniBooNE,LogisticRegression,centroid,0.2408303776340496
Encoded,encoded,MLP,KMeans,2,10,MiniBooNE,LogisticRegression,centroid,0.22155226371792183
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,LogisticRegression,centroid,0.17544335489255156
Original,original,,KMeans,1,10,MiniBooNE,LogisticRegression,centroid,0.20413102441059872
Decoded,decoded,GNN,KMeans,2,10,MiniBooNE,LogisticRegression,centroid,0.22082203213018978
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MiniBooNE,LogisticRegression,centroid,0.22726893386188185
Encoded,encoded,GNN,KMeans,4,10,MiniBooNE,LogisticRegression,centroid,0.2430419361568954
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,LogisticRegression,centroid,0.17634049655747958
Original,original,,KMeans,1,10,MiniBooNE,LogisticRegression,centroid,0.20413102441059872
Decoded,decoded,MLP,KMeans,3,10,MiniBooNE,LogisticRegression,closest,0.2609639056958063
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MiniBooNE,LogisticRegression,closest,0.20949301064051734
Encoded,encoded,MLP,KMeans,4,10,MiniBooNE,LogisticRegression,closest,0.27206342582933435
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,LogisticRegression,closest,0.17575631128729388
Original,original,,KMeans,2,10,MiniBooNE,LogisticRegression,closest,0.24494053828499887
Decoded,decoded,GNN,KMeans,2,10,MiniBooNE,LogisticRegression,closest,0.2249321927811391
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,MiniBooNE,LogisticRegression,closest,0.21487586063008543
Encoded,encoded,GNN,KMeans,4,10,MiniBooNE,LogisticRegression,closest,0.2706238264135196
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,LogisticRegression,closest,0.18022115585228454
Original,original,,KMeans,3,10,MiniBooNE,LogisticRegression,closest,0.24494053828499887
Decoded,decoded,MLP,Agglo,3,10,MiniBooNE,MLPClassifier,centroid,0.3030540328895851
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,MiniBooNE,MLPClassifier,centroid,0.355912294440094
Encoded,encoded,MLP,Agglo,2,10,MiniBooNE,MLPClassifier,centroid,0.2652701644479249
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,MiniBooNE,MLPClassifier,centroid,0.2380579483163665
Original,original,,Agglo,0,10,MiniBooNE,MLPClassifier,centroid,0.2375685199686765
Decoded,decoded,GNN,Agglo,3,10,MiniBooNE,MLPClassifier,centroid,0.2683046202036022
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MiniBooNE,MLPClassifier,centroid,0.3183241973375098
Encoded,encoded,GNN,Agglo,1,10,MiniBooNE,MLPClassifier,centroid,0.2346319498825372
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,MLPClassifier,centroid,0.2280736100234925
Original,original,,Agglo,2,10,MiniBooNE,MLPClassifier,centroid,0.2375685199686765
Decoded,decoded,MLP,Agglo,4,10,MiniBooNE,MLPClassifier,closest,0.3082419733750978
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,MiniBooNE,MLPClassifier,closest,0.3046202036021926
Encoded,encoded,MLP,Agglo,3,10,MiniBooNE,MLPClassifier,closest,0.3078504306969459
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,MLPClassifier,closest,0.2412881754111197
Original,original,,Agglo,1,10,MiniBooNE,MLPClassifier,closest,0.2910140955364135
Decoded,decoded,GNN,Agglo,2,10,MiniBooNE,MLPClassifier,closest,0.2558731401722787
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,MiniBooNE,MLPClassifier,closest,0.2877838684416601
Encoded,encoded,GNN,Agglo,1,10,MiniBooNE,MLPClassifier,closest,0.2517619420516836
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,MLPClassifier,closest,0.231010180109632
Original,original,,Agglo,4,10,MiniBooNE,MLPClassifier,closest,0.2910140955364135
Decoded,decoded,MLP,KIP,4,10,MiniBooNE,MLPClassifier,centroid,0.3448707909162099
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,MiniBooNE,MLPClassifier,centroid,0.33187157400156614
Encoded,encoded,MLP,KIP,3,10,MiniBooNE,MLPClassifier,centroid,0.3335356303837118
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MiniBooNE,MLPClassifier,centroid,0.2578112764291308
Original,original,,KIP,1,10,MiniBooNE,MLPClassifier,centroid,0.32265074393108856
Decoded,decoded,GNN,KIP,4,10,MiniBooNE,MLPClassifier,centroid,0.3524275646045419
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,MiniBooNE,MLPClassifier,centroid,0.3341229444009397
Encoded,encoded,GNN,KIP,1,10,MiniBooNE,MLPClassifier,centroid,0.29796397807361
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MiniBooNE,MLPClassifier,centroid,0.2655246671887236
Original,original,,KIP,2,10,MiniBooNE,MLPClassifier,centroid,0.32265074393108856
Decoded,decoded,MLP,KMeans,3,10,MiniBooNE,MLPClassifier,centroid,0.2962411902897416
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,MiniBooNE,MLPClassifier,centroid,0.30765465935787006
Encoded,encoded,MLP,KMeans,2,10,MiniBooNE,MLPClassifier,centroid,0.2788371182458888
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,MLPClassifier,centroid,0.23136256851996867
Original,original,,KMeans,1,10,MiniBooNE,MLPClassifier,centroid,0.27417776037588104
Decoded,decoded,GNN,KMeans,3,10,MiniBooNE,MLPClassifier,centroid,0.2834573218480815
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,MiniBooNE,MLPClassifier,centroid,0.29181675802662493
Encoded,encoded,GNN,KMeans,1,10,MiniBooNE,MLPClassifier,centroid,0.25064604541895064
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,MLPClassifier,centroid,0.22915035238841033
Original,original,,KMeans,2,10,MiniBooNE,MLPClassifier,centroid,0.27417776037588104
Decoded,decoded,MLP,KMeans,3,10,MiniBooNE,MLPClassifier,closest,0.30730227094753326
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MiniBooNE,MLPClassifier,closest,0.290015661707126
Encoded,encoded,MLP,KMeans,4,10,MiniBooNE,MLPClassifier,closest,0.31384103367267036
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,MLPClassifier,closest,0.2319107282693814
Original,original,,KMeans,2,10,MiniBooNE,MLPClassifier,closest,0.29847298355520757
Decoded,decoded,GNN,KMeans,2,10,MiniBooNE,MLPClassifier,closest,0.2868245888801879
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MiniBooNE,MLPClassifier,closest,0.2879600626468285
Encoded,encoded,GNN,KMeans,1,10,MiniBooNE,MLPClassifier,closest,0.28570869224745493
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,MLPClassifier,closest,0.24044635865309322
Original,original,,KMeans,4,10,MiniBooNE,MLPClassifier,closest,0.29847298355520757
Decoded,decoded,MLP,Agglo,2,10,MiniBooNE,XGBClassifier,centroid,0.297331515387612
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,MiniBooNE,XGBClassifier,centroid,0.3125243474873393
Encoded,encoded,MLP,Agglo,1,10,MiniBooNE,XGBClassifier,centroid,0.2952863264511103
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,XGBClassifier,centroid,0.2794117647058824
Original,original,,Agglo,4,10,MiniBooNE,XGBClassifier,centroid,0.3493377483443708
Decoded,decoded,GNN,Agglo,2,10,MiniBooNE,XGBClassifier,centroid,0.3127191273860538
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,MiniBooNE,XGBClassifier,centroid,0.3125243474873393
Encoded,encoded,GNN,Agglo,4,10,MiniBooNE,XGBClassifier,centroid,0.3554733151538762
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,XGBClassifier,centroid,0.3019088430074017
Original,original,,Agglo,3,10,MiniBooNE,XGBClassifier,centroid,0.3493377483443708
Decoded,decoded,MLP,Agglo,1,10,MiniBooNE,XGBClassifier,closest,0.297331515387612
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,MiniBooNE,XGBClassifier,closest,0.297331515387612
Encoded,encoded,MLP,Agglo,4,10,MiniBooNE,XGBClassifier,closest,0.3435917413322946
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,MiniBooNE,XGBClassifier,closest,0.2983054148811843
Original,original,,Agglo,3,10,MiniBooNE,XGBClassifier,closest,0.3401830931047916
Decoded,decoded,GNN,Agglo,3,10,MiniBooNE,XGBClassifier,closest,0.3711530970003895
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,MiniBooNE,XGBClassifier,closest,0.4386443319049474
Encoded,encoded,GNN,Agglo,1,10,MiniBooNE,XGBClassifier,closest,0.3097000389559798
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,MiniBooNE,XGBClassifier,closest,0.2591546552395793
Original,original,,Agglo,2,10,MiniBooNE,XGBClassifier,closest,0.3401830931047916
Decoded,decoded,MLP,KIP,3,10,MiniBooNE,XGBClassifier,centroid,0.3831904947409428
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,MiniBooNE,XGBClassifier,centroid,0.33665757693806003
Encoded,encoded,MLP,KIP,2,10,MiniBooNE,XGBClassifier,centroid,0.36098558628749516
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,MiniBooNE,XGBClassifier,centroid,0.308745617452279
Original,original,,KIP,4,10,MiniBooNE,XGBClassifier,centroid,0.4511686793922867
Decoded,decoded,GNN,KIP,3,10,MiniBooNE,XGBClassifier,centroid,0.38356057654850023
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,MiniBooNE,XGBClassifier,centroid,0.36865991429684464
Encoded,encoded,GNN,KIP,1,10,MiniBooNE,XGBClassifier,centroid,0.349474094273471
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,MiniBooNE,XGBClassifier,centroid,0.3063303467082198
Original,original,,KIP,4,10,MiniBooNE,XGBClassifier,centroid,0.4511686793922867
Decoded,decoded,MLP,KMeans,3,10,MiniBooNE,XGBClassifier,centroid,0.3365212310089599
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,MiniBooNE,XGBClassifier,centroid,0.31075185040903774
Encoded,encoded,MLP,KMeans,1,10,MiniBooNE,XGBClassifier,centroid,0.3056680950525906
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,XGBClassifier,centroid,0.2772107518504091
Original,original,,KMeans,4,10,MiniBooNE,XGBClassifier,centroid,0.45208414491624466
Decoded,decoded,GNN,KMeans,2,10,MiniBooNE,XGBClassifier,centroid,0.33952084144916245
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,MiniBooNE,XGBClassifier,centroid,0.344663030775224
Encoded,encoded,GNN,KMeans,1,10,MiniBooNE,XGBClassifier,centroid,0.31832878846903
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,XGBClassifier,centroid,0.268679392286716
Original,original,,KMeans,4,10,MiniBooNE,XGBClassifier,centroid,0.45208414491624466
Decoded,decoded,MLP,KMeans,2,10,MiniBooNE,XGBClassifier,closest,0.3467082197117257
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,MiniBooNE,XGBClassifier,closest,0.3051811453058045
Encoded,encoded,MLP,KMeans,4,10,MiniBooNE,XGBClassifier,closest,0.3543630697312038
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,MiniBooNE,XGBClassifier,closest,0.2585118815738216
Original,original,,KMeans,3,10,MiniBooNE,XGBClassifier,closest,0.34972730814179986
Decoded,decoded,GNN,KMeans,3,10,MiniBooNE,XGBClassifier,closest,0.34770159719516947
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,MiniBooNE,XGBClassifier,closest,0.32391897156213484
Encoded,encoded,GNN,KMeans,1,10,MiniBooNE,XGBClassifier,closest,0.314783794312427
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,MiniBooNE,XGBClassifier,closest,0.2607908063887807
Original,original,,KMeans,4,10,MiniBooNE,XGBClassifier,closest,0.34972730814179986
Decoded,decoded,MLP,Agglo,3,10,NumerAI,GaussianNB,centroid,0.0251601985464961
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,NumerAI,GaussianNB,centroid,0.0212089862797532
Encoded,encoded,MLP,Agglo,4,10,NumerAI,GaussianNB,centroid,0.0474061985502808
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,NumerAI,GaussianNB,centroid,0.0229794938958931
Original,original,,Agglo,0,10,NumerAI,GaussianNB,centroid,0.0158031051266169
Decoded,decoded,GNN,Agglo,3,10,NumerAI,GaussianNB,centroid,0.032749493023552
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,NumerAI,GaussianNB,centroid,0.0409621905196953
Encoded,encoded,GNN,Agglo,2,10,NumerAI,GaussianNB,centroid,0.0319266129119933
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,NumerAI,GaussianNB,centroid,0.0300252355590329
Original,original,,Agglo,0,10,NumerAI,GaussianNB,centroid,0.0158031051266169
Decoded,decoded,MLP,Agglo,1,10,NumerAI,GaussianNB,closest,0.0248384229985215
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,NumerAI,GaussianNB,closest,0.0375832504250482
Encoded,encoded,MLP,Agglo,2,10,NumerAI,GaussianNB,closest,0.0367571792736918
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,NumerAI,GaussianNB,closest,0.0446963007648512
Original,original,,Agglo,0,10,NumerAI,GaussianNB,closest,0.0237017078333682
Decoded,decoded,GNN,Agglo,4,10,NumerAI,GaussianNB,closest,0.0473231944104262
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,NumerAI,GaussianNB,closest,0.0404874676921134
Encoded,encoded,GNN,Agglo,1,10,NumerAI,GaussianNB,closest,0.0255512122370587
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,NumerAI,GaussianNB,closest,0.0303155830755116
Original,original,,Agglo,0,10,NumerAI,GaussianNB,closest,0.0237017078333682
Decoded,decoded,MLP,KIP,3,10,NumerAI,GaussianNB,centroid,0.03441679647581556
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,NumerAI,GaussianNB,centroid,0.032908614594116495
Encoded,encoded,MLP,KIP,0,10,NumerAI,GaussianNB,centroid,0.02630831240264774
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,NumerAI,GaussianNB,centroid,0.029105978624560082
Original,original,,KIP,4,10,NumerAI,GaussianNB,centroid,0.03602903593901142
Decoded,decoded,GNN,KIP,2,10,NumerAI,GaussianNB,centroid,0.03341364487875398
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,NumerAI,GaussianNB,centroid,0.030828501907369743
Encoded,encoded,GNN,KIP,3,10,NumerAI,GaussianNB,centroid,0.03506570555021624
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,NumerAI,GaussianNB,centroid,0.025958641230022516
Original,original,,KIP,4,10,NumerAI,GaussianNB,centroid,0.03602903593901142
Decoded,decoded,MLP,KMeans,2,10,NumerAI,GaussianNB,centroid,0.02470310064802962
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,NumerAI,GaussianNB,centroid,0.02184282325687678
Encoded,encoded,MLP,KMeans,0,10,NumerAI,GaussianNB,centroid,0.01881434096327022
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,NumerAI,GaussianNB,centroid,0.025550128767732
Original,original,,KMeans,4,10,NumerAI,GaussianNB,centroid,0.028488185898698663
Decoded,decoded,GNN,KMeans,4,10,NumerAI,GaussianNB,centroid,0.03591549429039486
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,NumerAI,GaussianNB,centroid,0.03534866172800066
Encoded,encoded,GNN,KMeans,0,10,NumerAI,GaussianNB,centroid,0.02280988642013304
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,NumerAI,GaussianNB,centroid,0.023456435609287944
Original,original,,KMeans,2,10,NumerAI,GaussianNB,centroid,0.028488185898698663
Decoded,decoded,MLP,KMeans,1,10,NumerAI,GaussianNB,closest,0.02325287695428454
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,NumerAI,GaussianNB,closest,0.01982872056780606
Encoded,encoded,MLP,KMeans,2,10,NumerAI,GaussianNB,closest,0.02465985834825912
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,NumerAI,GaussianNB,closest,0.02905450641052056
Original,original,,KMeans,4,10,NumerAI,GaussianNB,closest,0.03648844919658704
Decoded,decoded,GNN,KMeans,3,10,NumerAI,GaussianNB,closest,0.03736750645063122
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,NumerAI,GaussianNB,closest,0.028828714371252055
Encoded,encoded,GNN,KMeans,4,10,NumerAI,GaussianNB,closest,0.03832604285870704
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,NumerAI,GaussianNB,closest,0.028815742423423198
Original,original,,KMeans,2,10,NumerAI,GaussianNB,closest,0.03648844919658704
Decoded,decoded,MLP,Agglo,3,10,NumerAI,KNeighborsClassifier,centroid,0.012419859762439
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,NumerAI,KNeighborsClassifier,centroid,-0.0055209375049953
Encoded,encoded,MLP,Agglo,4,10,NumerAI,KNeighborsClassifier,centroid,0.0175758456392816
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,NumerAI,KNeighborsClassifier,centroid,-0.0020390514188823
Original,original,,Agglo,2,10,NumerAI,KNeighborsClassifier,centroid,0.0033779287871239
Decoded,decoded,GNN,Agglo,1,10,NumerAI,KNeighborsClassifier,centroid,0.0048231554594078
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,NumerAI,KNeighborsClassifier,centroid,0.0066920707728231
Encoded,encoded,GNN,Agglo,2,10,NumerAI,KNeighborsClassifier,centroid,0.0065378433993777
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,NumerAI,KNeighborsClassifier,centroid,0.0172351937450054
Original,original,,Agglo,0,10,NumerAI,KNeighborsClassifier,centroid,0.0033779287871239
Decoded,decoded,MLP,Agglo,3,10,NumerAI,KNeighborsClassifier,closest,0.0099262134784017
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,NumerAI,KNeighborsClassifier,closest,0.0172115394728104
Encoded,encoded,MLP,Agglo,2,10,NumerAI,KNeighborsClassifier,closest,0.0097657972664849
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,NumerAI,KNeighborsClassifier,closest,0.0064742084712896
Original,original,,Agglo,0,10,NumerAI,KNeighborsClassifier,closest,-0.0071058876470668
Decoded,decoded,GNN,Agglo,3,10,NumerAI,KNeighborsClassifier,closest,0.0076351662255568
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,NumerAI,KNeighborsClassifier,closest,0.0074790784037368
Encoded,encoded,GNN,Agglo,1,10,NumerAI,KNeighborsClassifier,closest,-0.001666809870567
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,NumerAI,KNeighborsClassifier,closest,0.0226710442131
Original,original,,Agglo,0,10,NumerAI,KNeighborsClassifier,closest,-0.0071058876470668
Decoded,decoded,MLP,KIP,0,10,NumerAI,KNeighborsClassifier,centroid,0.00824294813180034
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,NumerAI,KNeighborsClassifier,centroid,0.00848431283219204
Encoded,encoded,MLP,KIP,3,10,NumerAI,KNeighborsClassifier,centroid,0.01290512544794562
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,NumerAI,KNeighborsClassifier,centroid,0.00845639091923502
Original,original,,KIP,4,10,NumerAI,KNeighborsClassifier,centroid,0.013546334675602439
Decoded,decoded,GNN,KIP,3,10,NumerAI,KNeighborsClassifier,centroid,0.0100498079998293
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,NumerAI,KNeighborsClassifier,centroid,0.009383137207270235
Encoded,encoded,GNN,KIP,0,10,NumerAI,KNeighborsClassifier,centroid,0.00786540620403338
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,NumerAI,KNeighborsClassifier,centroid,0.00866267287884292
Original,original,,KIP,4,10,NumerAI,KNeighborsClassifier,centroid,0.013546334675602439
Decoded,decoded,MLP,KMeans,3,10,NumerAI,KNeighborsClassifier,centroid,0.0017019609543523196
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,NumerAI,KNeighborsClassifier,centroid,0.01453357211365576
Encoded,encoded,MLP,KMeans,0,10,NumerAI,KNeighborsClassifier,centroid,-0.0011696600964615001
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,NumerAI,KNeighborsClassifier,centroid,0.0007169940226830799
Original,original,,KMeans,1,10,NumerAI,KNeighborsClassifier,centroid,0.0005824418400107998
Decoded,decoded,GNN,KMeans,4,10,NumerAI,KNeighborsClassifier,centroid,0.017373406075092898
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,NumerAI,KNeighborsClassifier,centroid,0.00733347743581762
Encoded,encoded,GNN,KMeans,1,10,NumerAI,KNeighborsClassifier,centroid,0.00359909433373104
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,NumerAI,KNeighborsClassifier,centroid,0.00789824121943352
Original,original,,KMeans,0,10,NumerAI,KNeighborsClassifier,centroid,0.0005824418400107998
Decoded,decoded,MLP,KMeans,1,10,NumerAI,KNeighborsClassifier,closest,0.00152948599949948
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,NumerAI,KNeighborsClassifier,closest,0.00483299685162762
Encoded,encoded,MLP,KMeans,2,10,NumerAI,KNeighborsClassifier,closest,0.0015605820651942
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,NumerAI,KNeighborsClassifier,closest,0.00028493716069835986
Original,original,,KMeans,4,10,NumerAI,KNeighborsClassifier,closest,0.014277179546594982
Decoded,decoded,GNN,KMeans,1,10,NumerAI,KNeighborsClassifier,closest,0.00956646351203222
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,NumerAI,KNeighborsClassifier,closest,-0.00018492097479750122
Encoded,encoded,GNN,KMeans,3,10,NumerAI,KNeighborsClassifier,closest,0.01473952754558976
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,10,NumerAI,KNeighborsClassifier,closest,0.01782332324147664
Original,original,,KMeans,2,10,NumerAI,KNeighborsClassifier,closest,0.014277179546594982
Decoded,decoded,MLP,Agglo,2,10,NumerAI,LogisticRegression,centroid,0.0367818608013114
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,NumerAI,LogisticRegression,centroid,0.026344023162582
Encoded,encoded,MLP,Agglo,4,10,NumerAI,LogisticRegression,centroid,0.0446513368957069
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,NumerAI,LogisticRegression,centroid,0.0384506235927032
Original,original,,Agglo,1,10,NumerAI,LogisticRegression,centroid,0.0283518069088208
Decoded,decoded,GNN,Agglo,3,10,NumerAI,LogisticRegression,centroid,0.050359786671474
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,NumerAI,LogisticRegression,centroid,0.0481893967434531
Encoded,encoded,GNN,Agglo,1,10,NumerAI,LogisticRegression,centroid,0.0410354898648765
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,NumerAI,LogisticRegression,centroid,0.0664038759367662
Original,original,,Agglo,0,10,NumerAI,LogisticRegression,centroid,0.0283518069088208
Decoded,decoded,MLP,Agglo,1,10,NumerAI,LogisticRegression,closest,0.0458963326021094
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,NumerAI,LogisticRegression,closest,0.0568921247709331
Encoded,encoded,MLP,Agglo,3,10,NumerAI,LogisticRegression,closest,0.0477931011039185
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,NumerAI,LogisticRegression,closest,0.04758903271401
Original,original,,Agglo,0,10,NumerAI,LogisticRegression,closest,0.0354558352611014
Decoded,decoded,GNN,Agglo,3,10,NumerAI,LogisticRegression,closest,0.0572066254568266
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,NumerAI,LogisticRegression,closest,0.0460158005989868
Encoded,encoded,GNN,Agglo,2,10,NumerAI,LogisticRegression,closest,0.0501096653544376
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,NumerAI,LogisticRegression,closest,0.0596784361650139
Original,original,,Agglo,0,10,NumerAI,LogisticRegression,closest,0.0354558352611014
Decoded,decoded,MLP,KIP,2,10,NumerAI,LogisticRegression,centroid,0.05115196988663216
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,NumerAI,LogisticRegression,centroid,0.045161620816739204
Encoded,encoded,MLP,KIP,4,10,NumerAI,LogisticRegression,centroid,0.05357060112295538
Encoded-FT,encoded,MLP-MultiHead,KIP,3,10,NumerAI,LogisticRegression,centroid,0.052750924601776016
Original,original,,KIP,1,10,NumerAI,LogisticRegression,centroid,0.0471532787516275
Decoded,decoded,GNN,KIP,2,10,NumerAI,LogisticRegression,centroid,0.04865849535687024
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,NumerAI,LogisticRegression,centroid,0.05083858408963906
Encoded,encoded,GNN,KIP,4,10,NumerAI,LogisticRegression,centroid,0.05164718459036995
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,NumerAI,LogisticRegression,centroid,0.04468557782997514
Original,original,,KIP,1,10,NumerAI,LogisticRegression,centroid,0.0471532787516275
Decoded,decoded,MLP,KMeans,4,10,NumerAI,LogisticRegression,centroid,0.04813800255120092
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,NumerAI,LogisticRegression,centroid,0.04599486546296796
Encoded,encoded,MLP,KMeans,2,10,NumerAI,LogisticRegression,centroid,0.037088579125468715
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,NumerAI,LogisticRegression,centroid,0.03512434162804602
Original,original,,KMeans,0,10,NumerAI,LogisticRegression,centroid,0.023454457025240998
Decoded,decoded,GNN,KMeans,4,10,NumerAI,LogisticRegression,centroid,0.05510887819186592
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,NumerAI,LogisticRegression,centroid,0.04425606141595044
Encoded,encoded,GNN,KMeans,2,10,NumerAI,LogisticRegression,centroid,0.03925291367652064
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,NumerAI,LogisticRegression,centroid,0.027741933532874095
Original,original,,KMeans,0,10,NumerAI,LogisticRegression,centroid,0.023454457025240998
Decoded,decoded,MLP,KMeans,1,10,NumerAI,LogisticRegression,closest,0.0433597490348651
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,NumerAI,LogisticRegression,closest,0.04250075264109336
Encoded,encoded,MLP,KMeans,4,10,NumerAI,LogisticRegression,closest,0.04685229518279452
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,NumerAI,LogisticRegression,closest,0.04470104053746966
Original,original,,KMeans,3,10,NumerAI,LogisticRegression,closest,0.044865541301696864
Decoded,decoded,GNN,KMeans,3,10,NumerAI,LogisticRegression,closest,0.05110480935745924
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,NumerAI,LogisticRegression,closest,0.04558922807460758
Encoded,encoded,GNN,KMeans,4,10,NumerAI,LogisticRegression,closest,0.054360088201557
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,NumerAI,LogisticRegression,closest,0.04479470577881528
Original,original,,KMeans,1,10,NumerAI,LogisticRegression,closest,0.044865541301696864
Decoded,decoded,MLP,Agglo,3,10,NumerAI,MLPClassifier,centroid,0.0218977262857337
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,NumerAI,MLPClassifier,centroid,0.005232239275011
Encoded,encoded,MLP,Agglo,4,10,NumerAI,MLPClassifier,centroid,0.0234921968922429
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,NumerAI,MLPClassifier,centroid,0.0164004923742499
Original,original,,Agglo,1,10,NumerAI,MLPClassifier,centroid,0.0147804935665584
Decoded,decoded,GNN,Agglo,3,10,NumerAI,MLPClassifier,centroid,0.0268606542022061
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,NumerAI,MLPClassifier,centroid,0.0283527142990154
Encoded,encoded,GNN,Agglo,1,10,NumerAI,MLPClassifier,centroid,0.0179325565764108
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,NumerAI,MLPClassifier,centroid,0.0213722398004602
Original,original,,Agglo,0,10,NumerAI,MLPClassifier,centroid,0.0147804935665584
Decoded,decoded,MLP,Agglo,1,10,NumerAI,MLPClassifier,closest,0.021533335402383
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,NumerAI,MLPClassifier,closest,0.0345850562078148
Encoded,encoded,MLP,Agglo,3,10,NumerAI,MLPClassifier,closest,0.0342617113972106
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,NumerAI,MLPClassifier,closest,0.0241641170096636
Original,original,,Agglo,0,10,NumerAI,MLPClassifier,closest,0.0112897167270225
Decoded,decoded,GNN,Agglo,4,10,NumerAI,MLPClassifier,closest,0.0395914490499155
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,NumerAI,MLPClassifier,closest,0.0349812270967193
Encoded,encoded,GNN,Agglo,1,10,NumerAI,MLPClassifier,closest,0.0232764352151934
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,NumerAI,MLPClassifier,closest,0.0278600869998119
Original,original,,Agglo,0,10,NumerAI,MLPClassifier,closest,0.0112897167270225
Decoded,decoded,MLP,KIP,4,10,NumerAI,MLPClassifier,centroid,0.03404018168636615
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,NumerAI,MLPClassifier,centroid,0.029233459567683216
Encoded,encoded,MLP,KIP,2,10,NumerAI,MLPClassifier,centroid,0.02936366083633814
Encoded-FT,encoded,MLP-MultiHead,KIP,3,10,NumerAI,MLPClassifier,centroid,0.02984985026556402
Original,original,,KIP,0,10,NumerAI,MLPClassifier,centroid,0.027158061467293958
Decoded,decoded,GNN,KIP,1,10,NumerAI,MLPClassifier,centroid,0.02517201951366762
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,NumerAI,MLPClassifier,centroid,0.029803438060731918
Encoded,encoded,GNN,KIP,4,10,NumerAI,MLPClassifier,centroid,0.0317670032891189
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,NumerAI,MLPClassifier,centroid,0.020686379647816538
Original,original,,KIP,2,10,NumerAI,MLPClassifier,centroid,0.027158061467293958
Decoded,decoded,MLP,KMeans,4,10,NumerAI,MLPClassifier,centroid,0.027559948291623743
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,NumerAI,MLPClassifier,centroid,0.02090562447301568
Encoded,encoded,MLP,KMeans,2,10,NumerAI,MLPClassifier,centroid,0.015977021939591
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,NumerAI,MLPClassifier,centroid,0.013180493090230339
Original,original,,KMeans,0,10,NumerAI,MLPClassifier,centroid,0.0046533742886061
Decoded,decoded,GNN,KMeans,4,10,NumerAI,MLPClassifier,centroid,0.0309194074688669
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,NumerAI,MLPClassifier,centroid,0.022403400505249922
Encoded,encoded,GNN,KMeans,1,10,NumerAI,MLPClassifier,centroid,0.014790407142061321
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,NumerAI,MLPClassifier,centroid,0.01566688778703318
Original,original,,KMeans,0,10,NumerAI,MLPClassifier,centroid,0.0046533742886061
Decoded,decoded,MLP,KMeans,0,10,NumerAI,MLPClassifier,closest,0.01838929554147356
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,NumerAI,MLPClassifier,closest,0.02033718660318704
Encoded,encoded,MLP,KMeans,2,10,NumerAI,MLPClassifier,closest,0.02055227844405394
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,NumerAI,MLPClassifier,closest,0.025349198626597604
Original,original,,KMeans,4,10,NumerAI,MLPClassifier,closest,0.02537576135255102
Decoded,decoded,GNN,KMeans,4,10,NumerAI,MLPClassifier,closest,0.028066560281795577
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,NumerAI,MLPClassifier,closest,0.02559665844033406
Encoded,encoded,GNN,KMeans,3,10,NumerAI,MLPClassifier,closest,0.027314773363532517
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,NumerAI,MLPClassifier,closest,0.02622958664930152
Original,original,,KMeans,0,10,NumerAI,MLPClassifier,closest,0.02537576135255102
Decoded,decoded,MLP,Agglo,2,10,NumerAI,XGBClassifier,centroid,0.0316768288185624
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,NumerAI,XGBClassifier,centroid,0.01954419392488
Encoded,encoded,MLP,Agglo,4,10,NumerAI,XGBClassifier,centroid,0.034071394971586
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,NumerAI,XGBClassifier,centroid,0.0310626818097902
Original,original,,Agglo,3,10,NumerAI,XGBClassifier,centroid,0.0317127754348943
Decoded,decoded,GNN,Agglo,0,10,NumerAI,XGBClassifier,centroid,0.021451152608696
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,NumerAI,XGBClassifier,centroid,0.0256423790714849
Encoded,encoded,GNN,Agglo,3,10,NumerAI,XGBClassifier,centroid,0.0266383052209685
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,NumerAI,XGBClassifier,centroid,0.0251570811258135
Original,original,,Agglo,4,10,NumerAI,XGBClassifier,centroid,0.0317127754348943
Decoded,decoded,MLP,Agglo,3,10,NumerAI,XGBClassifier,closest,0.0295545629405508
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,NumerAI,XGBClassifier,closest,0.0217823457338852
Encoded,encoded,MLP,Agglo,2,10,NumerAI,XGBClassifier,closest,0.0293513993701108
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,NumerAI,XGBClassifier,closest,0.0299837990648961
Original,original,,Agglo,0,10,NumerAI,XGBClassifier,closest,0.0130840840899009
Decoded,decoded,GNN,Agglo,1,10,NumerAI,XGBClassifier,closest,0.0251687404946342
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,NumerAI,XGBClassifier,closest,0.0296113697694692
Encoded,encoded,GNN,Agglo,3,10,NumerAI,XGBClassifier,closest,0.0369962947792399
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,NumerAI,XGBClassifier,closest,0.0409052751156586
Original,original,,Agglo,0,10,NumerAI,XGBClassifier,closest,0.0130840840899009
Decoded,decoded,MLP,KIP,2,10,NumerAI,XGBClassifier,centroid,0.02669666166567894
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,NumerAI,XGBClassifier,centroid,0.028171448895235623
Encoded,encoded,MLP,KIP,1,10,NumerAI,XGBClassifier,centroid,0.024661248772786103
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,NumerAI,XGBClassifier,centroid,0.02326149125785728
Original,original,,KIP,4,10,NumerAI,XGBClassifier,centroid,0.033196599606546494
Decoded,decoded,GNN,KIP,4,10,NumerAI,XGBClassifier,centroid,0.03384979991331078
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,NumerAI,XGBClassifier,centroid,0.032469971351477916
Encoded,encoded,GNN,KIP,1,10,NumerAI,XGBClassifier,centroid,0.029376945680453383
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,NumerAI,XGBClassifier,centroid,0.028401335888013902
Original,original,,KIP,3,10,NumerAI,XGBClassifier,centroid,0.033196599606546494
Decoded,decoded,MLP,KMeans,3,10,NumerAI,XGBClassifier,centroid,0.02389937420852246
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,NumerAI,XGBClassifier,centroid,0.03391881741666822
Encoded,encoded,MLP,KMeans,1,10,NumerAI,XGBClassifier,centroid,0.02125520071175032
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,NumerAI,XGBClassifier,centroid,0.01951979492622994
Original,original,,KMeans,2,10,NumerAI,XGBClassifier,centroid,0.023376468279588104
Decoded,decoded,GNN,KMeans,4,10,NumerAI,XGBClassifier,centroid,0.03141986824987724
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,NumerAI,XGBClassifier,centroid,0.02261097297842548
Encoded,encoded,GNN,KMeans,3,10,NumerAI,XGBClassifier,centroid,0.027530444362758383
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,NumerAI,XGBClassifier,centroid,0.021126940204647518
Original,original,,KMeans,2,10,NumerAI,XGBClassifier,centroid,0.023376468279588104
Decoded,decoded,MLP,KMeans,4,10,NumerAI,XGBClassifier,closest,0.03079354036696974
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,NumerAI,XGBClassifier,closest,0.02462600991366686
Encoded,encoded,MLP,KMeans,3,10,NumerAI,XGBClassifier,closest,0.02552735734929858
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,NumerAI,XGBClassifier,closest,0.025184869909009124
Original,original,,KMeans,0,10,NumerAI,XGBClassifier,closest,0.02220568884817492
Decoded,decoded,GNN,KMeans,2,10,NumerAI,XGBClassifier,closest,0.026973387285789758
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,NumerAI,XGBClassifier,closest,0.02031411457114148
Encoded,encoded,GNN,KMeans,4,10,NumerAI,XGBClassifier,closest,0.033677874511219064
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,NumerAI,XGBClassifier,closest,0.029007392114332942
Original,original,,KMeans,1,10,NumerAI,XGBClassifier,closest,0.02220568884817492
Decoded,decoded,MLP,Agglo,2,10,Nursery,GaussianNB,centroid,0.1207561728395061
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Nursery,GaussianNB,centroid,0.1550925925925925
Encoded,encoded,MLP,Agglo,4,10,Nursery,GaussianNB,centroid,0.1689814814814814
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Nursery,GaussianNB,centroid,0.0111882716049382
Original,original,,Agglo,0,10,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,2,10,Nursery,GaussianNB,centroid,0.121141975308642
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Nursery,GaussianNB,centroid,0.1986882716049383
Encoded,encoded,GNN,Agglo,4,10,Nursery,GaussianNB,centroid,0.2094907407407407
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,10,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,3,10,Nursery,GaussianNB,closest,0.1145833333333332
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,10,Nursery,GaussianNB,closest,0.2638888888888888
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Nursery,GaussianNB,closest,0.0177469135802469
Original,original,,Agglo,0,10,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,2,10,Nursery,GaussianNB,closest,0.0706018518518518
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Nursery,GaussianNB,closest,0.211033950617284
Encoded,encoded,GNN,Agglo,3,10,Nursery,GaussianNB,closest,0.0883487654320988
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,10,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,4,10,Nursery,GaussianNB,centroid,0.3155864197530864
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Nursery,GaussianNB,centroid,0.10270061728395055
Encoded,encoded,MLP,KIP,3,10,Nursery,GaussianNB,centroid,0.3145833333333333
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Nursery,GaussianNB,centroid,0.07384259259259256
Original,original,,KIP,0,10,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,4,10,Nursery,GaussianNB,centroid,0.42399691358024694
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Nursery,GaussianNB,centroid,0.0445987654320987
Encoded,encoded,GNN,KIP,3,10,Nursery,GaussianNB,centroid,0.3231481481481481
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Nursery,GaussianNB,centroid,0.0043209876543209595
Original,original,,KIP,0,10,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,4,10,Nursery,GaussianNB,centroid,0.1628086419753086
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Nursery,GaussianNB,centroid,0.035648148148148096
Encoded,encoded,MLP,KMeans,3,10,Nursery,GaussianNB,centroid,0.15424382716049384
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Nursery,GaussianNB,centroid,0.009027777777777721
Original,original,,KMeans,0,10,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,2,10,Nursery,GaussianNB,centroid,0.06936728395061728
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Nursery,GaussianNB,centroid,0.09081790123456786
Encoded,encoded,GNN,KMeans,3,10,Nursery,GaussianNB,centroid,0.07962962962962958
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,10,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,3,10,Nursery,GaussianNB,closest,0.05841049382716048
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Nursery,GaussianNB,closest,0.0404320987654321
Encoded,encoded,MLP,KMeans,4,10,Nursery,GaussianNB,closest,0.20686728395061724
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Nursery,GaussianNB,closest,0.007175925925925861
Original,original,,KMeans,1,10,Nursery,GaussianNB,closest,0.016358024691358
Decoded,decoded,GNN,KMeans,3,10,Nursery,GaussianNB,closest,0.0929783950617284
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,Nursery,GaussianNB,closest,0.0805555555555555
Encoded,encoded,GNN,KMeans,4,10,Nursery,GaussianNB,closest,0.1569444444444444
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,1,10,Nursery,GaussianNB,closest,0.016358024691358
Decoded,decoded,MLP,Agglo,4,10,Nursery,KNeighborsClassifier,centroid,0.2137345679012345
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Nursery,KNeighborsClassifier,centroid,0.1616512345679012
Encoded,encoded,MLP,Agglo,2,10,Nursery,KNeighborsClassifier,centroid,0.1157407407407407
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Nursery,KNeighborsClassifier,centroid,0.0023148148148148
Original,original,,Agglo,0,10,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,10,Nursery,KNeighborsClassifier,centroid,0.1462191358024691
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Nursery,KNeighborsClassifier,centroid,0.1558641975308642
Encoded,encoded,GNN,Agglo,2,10,Nursery,KNeighborsClassifier,centroid,0.0817901234567901
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,10,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,3,10,Nursery,KNeighborsClassifier,closest,0.1566358024691357
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Nursery,KNeighborsClassifier,closest,0.1157407407407407
Encoded,encoded,MLP,Agglo,4,10,Nursery,KNeighborsClassifier,closest,0.2445987654320988
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Nursery,KNeighborsClassifier,closest,0.0030864197530864
Original,original,,Agglo,2,10,Nursery,KNeighborsClassifier,closest,0.1485339506172839
Decoded,decoded,GNN,Agglo,1,10,Nursery,KNeighborsClassifier,closest,0.1477623456790122
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Nursery,KNeighborsClassifier,closest,0.1531635802469135
Encoded,encoded,GNN,Agglo,4,10,Nursery,KNeighborsClassifier,closest,0.1847993827160493
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,10,Nursery,KNeighborsClassifier,closest,0.1485339506172839
Decoded,decoded,MLP,KIP,3,10,Nursery,KNeighborsClassifier,centroid,0.23541666666666666
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Nursery,KNeighborsClassifier,centroid,0.21033950617283953
Encoded,encoded,MLP,KIP,4,10,Nursery,KNeighborsClassifier,centroid,0.37592592592592594
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Nursery,KNeighborsClassifier,centroid,0.07554012345679006
Original,original,,KIP,0,10,Nursery,KNeighborsClassifier,centroid,0.023379629629629622
Decoded,decoded,GNN,KIP,3,10,Nursery,KNeighborsClassifier,centroid,0.31890432098765426
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Nursery,KNeighborsClassifier,centroid,0.18402777777777776
Encoded,encoded,GNN,KIP,4,10,Nursery,KNeighborsClassifier,centroid,0.40879629629629627
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,10,Nursery,KNeighborsClassifier,centroid,0.023379629629629622
Decoded,decoded,MLP,KMeans,4,10,Nursery,KNeighborsClassifier,centroid,0.18225308641975305
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Nursery,KNeighborsClassifier,centroid,0.16273148148148145
Encoded,encoded,MLP,KMeans,2,10,Nursery,KNeighborsClassifier,centroid,0.09274691358024686
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Nursery,KNeighborsClassifier,centroid,0.0021604938271604602
Original,original,,KMeans,0,10,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,10,Nursery,KNeighborsClassifier,centroid,0.1492283950617284
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Nursery,KNeighborsClassifier,centroid,0.16195987654320984
Encoded,encoded,GNN,KMeans,2,10,Nursery,KNeighborsClassifier,centroid,0.06666666666666667
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,10,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,10,Nursery,KNeighborsClassifier,closest,0.15733024691358027
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Nursery,KNeighborsClassifier,closest,0.15733024691358027
Encoded,encoded,MLP,KMeans,4,10,Nursery,KNeighborsClassifier,closest,0.24575617283950613
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Nursery,KNeighborsClassifier,closest,0.005015432098765339
Original,original,,KMeans,3,10,Nursery,KNeighborsClassifier,closest,0.18603395061728395
Decoded,decoded,GNN,KMeans,1,10,Nursery,KNeighborsClassifier,closest,0.1555555555555555
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Nursery,KNeighborsClassifier,closest,0.17638888888888882
Encoded,encoded,GNN,KMeans,2,10,Nursery,KNeighborsClassifier,closest,0.15825617283950616
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,4,10,Nursery,KNeighborsClassifier,closest,0.18603395061728395
Decoded,decoded,MLP,Agglo,4,10,Nursery,LogisticRegression,centroid,0.1608796296296296
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Nursery,LogisticRegression,centroid,0.0007716049382715
Encoded,encoded,MLP,Agglo,3,10,Nursery,LogisticRegression,centroid,0.0065586419753086
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Nursery,LogisticRegression,centroid,0.0007716049382715
Original,original,,Agglo,0,10,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,3,10,Nursery,LogisticRegression,centroid,0.0030864197530864
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Nursery,LogisticRegression,centroid,0.0173611111111111
Encoded,encoded,GNN,Agglo,2,10,Nursery,LogisticRegression,centroid,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,10,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,10,Nursery,LogisticRegression,closest,0.0065586419753086
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,10,Nursery,LogisticRegression,closest,0.1122685185185184
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,Nursery,LogisticRegression,closest,0.0023148148148148
Original,original,,Agglo,0,10,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,2,10,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Nursery,LogisticRegression,closest,0.0104166666666667
Encoded,encoded,GNN,Agglo,4,10,Nursery,LogisticRegression,closest,0.0111882716049382
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,10,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,3,10,Nursery,LogisticRegression,centroid,0.1405864197530864
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Nursery,LogisticRegression,centroid,0.09699074074074072
Encoded,encoded,MLP,KIP,4,10,Nursery,LogisticRegression,centroid,0.19861111111111113
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Nursery,LogisticRegression,centroid,0.01473765432098762
Original,original,,KIP,0,10,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,10,Nursery,LogisticRegression,centroid,0.2697530864197531
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Nursery,LogisticRegression,centroid,0.044367283950617266
Encoded,encoded,GNN,KIP,3,10,Nursery,LogisticRegression,centroid,0.1649691358024691
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,10,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,4,10,Nursery,LogisticRegression,centroid,0.11057098765432091
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Nursery,LogisticRegression,centroid,0.01766975308641974
Encoded,encoded,MLP,KMeans,2,10,Nursery,LogisticRegression,centroid,0.00378086419753084
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Nursery,LogisticRegression,centroid,0.00046296296296290004
Original,original,,KMeans,0,10,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,3,10,Nursery,LogisticRegression,centroid,0.00162037037037032
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Nursery,LogisticRegression,centroid,0.024382716049382643
Encoded,encoded,GNN,KMeans,2,10,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,10,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,10,Nursery,LogisticRegression,closest,0.016743827160493798
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,Nursery,LogisticRegression,closest,0.00162037037037036
Encoded,encoded,MLP,KMeans,4,10,Nursery,LogisticRegression,closest,0.06597222222222214
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Nursery,LogisticRegression,closest,0.00200617283950616
Original,original,,KMeans,3,10,Nursery,LogisticRegression,closest,0.020679012345679003
Decoded,decoded,GNN,KMeans,1,10,Nursery,LogisticRegression,closest,0.0018518518518518602
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Nursery,LogisticRegression,closest,0.023533950617283923
Encoded,encoded,GNN,KMeans,2,10,Nursery,LogisticRegression,closest,0.01003086419753084
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,3,10,Nursery,LogisticRegression,closest,0.020679012345679003
Decoded,decoded,MLP,Agglo,4,10,Nursery,MLPClassifier,centroid,0.2156635802469135
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Nursery,MLPClassifier,centroid,0.0270061728395061
Encoded,encoded,MLP,Agglo,2,10,Nursery,MLPClassifier,centroid,0.0092592592592593
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Nursery,MLPClassifier,centroid,0.0023148148148148
Original,original,,Agglo,0,10,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,10,Nursery,MLPClassifier,centroid,0.1319444444444444
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Nursery,MLPClassifier,centroid,0.1431327160493827
Encoded,encoded,GNN,Agglo,2,10,Nursery,MLPClassifier,centroid,0.0104166666666666
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,10,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,3,10,Nursery,MLPClassifier,closest,0.1307870370370369
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Nursery,MLPClassifier,closest,0.03125
Encoded,encoded,MLP,Agglo,4,10,Nursery,MLPClassifier,closest,0.1311728395061728
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Nursery,MLPClassifier,closest,0.0015432098765432
Original,original,,Agglo,2,10,Nursery,MLPClassifier,closest,0.0401234567901234
Decoded,decoded,GNN,Agglo,3,10,Nursery,MLPClassifier,closest,0.0848765432098765
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Nursery,MLPClassifier,closest,0.1331018518518518
Encoded,encoded,GNN,Agglo,1,10,Nursery,MLPClassifier,closest,0.0354938271604938
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,2,10,Nursery,MLPClassifier,closest,0.0401234567901234
Decoded,decoded,MLP,KIP,4,10,Nursery,MLPClassifier,centroid,0.2306327160493827
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Nursery,MLPClassifier,centroid,0.22577160493827156
Encoded,encoded,MLP,KIP,2,10,Nursery,MLPClassifier,centroid,0.1523148148148148
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Nursery,MLPClassifier,centroid,0.01288580246913574
Original,original,,KIP,0,10,Nursery,MLPClassifier,centroid,0.005092592592592581
Decoded,decoded,GNN,KIP,4,10,Nursery,MLPClassifier,centroid,0.2979938271604938
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Nursery,MLPClassifier,centroid,0.1409722222222222
Encoded,encoded,GNN,KIP,3,10,Nursery,MLPClassifier,centroid,0.19120370370370368
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,1,10,Nursery,MLPClassifier,centroid,0.005092592592592581
Decoded,decoded,MLP,KMeans,4,10,Nursery,MLPClassifier,centroid,0.18086419753086416
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Nursery,MLPClassifier,centroid,0.10841049382716048
Encoded,encoded,MLP,KMeans,2,10,Nursery,MLPClassifier,centroid,0.00532407407407404
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Nursery,MLPClassifier,centroid,0.00200617283950616
Original,original,,KMeans,0,10,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,10,Nursery,MLPClassifier,centroid,0.09992283950617276
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Nursery,MLPClassifier,centroid,0.14745370370370364
Encoded,encoded,GNN,KMeans,2,10,Nursery,MLPClassifier,centroid,0.0041666666666666605
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,10,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,10,Nursery,MLPClassifier,closest,0.12654320987654322
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Nursery,MLPClassifier,closest,0.09737654320987651
Encoded,encoded,MLP,KMeans,1,10,Nursery,MLPClassifier,closest,0.09020061728395061
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Nursery,MLPClassifier,closest,0.00270061728395054
Original,original,,KMeans,4,10,Nursery,MLPClassifier,closest,0.15663580246913578
Decoded,decoded,GNN,KMeans,2,10,Nursery,MLPClassifier,closest,0.07160493827160486
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Nursery,MLPClassifier,closest,0.17677469135802465
Encoded,encoded,GNN,KMeans,1,10,Nursery,MLPClassifier,closest,0.02191358024691352
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,3,10,Nursery,MLPClassifier,closest,0.15663580246913578
Decoded,decoded,MLP,Agglo,2,10,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,10,Nursery,XGBClassifier,centroid,0.2137345679012345
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,Nursery,XGBClassifier,centroid,0.0895061728395061
Original,original,,Agglo,0,10,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,10,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,10,Nursery,XGBClassifier,centroid,0.3719135802469135
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,Nursery,XGBClassifier,centroid,0.1122685185185186
Original,original,,Agglo,0,10,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,10,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,10,Nursery,XGBClassifier,closest,0.2017746913580247
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,10,Nursery,XGBClassifier,closest,0.0922067901234567
Original,original,,Agglo,0,10,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,10,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,10,Nursery,XGBClassifier,closest,0.2156635802469135
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,Nursery,XGBClassifier,closest,0.160108024691358
Original,original,,Agglo,0,10,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,2,10,Nursery,XGBClassifier,centroid,0.057407407407407386
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,Nursery,XGBClassifier,centroid,0.02214506172839504
Encoded,encoded,MLP,KIP,4,10,Nursery,XGBClassifier,centroid,0.3393518518518518
Encoded-FT,encoded,MLP-MultiHead,KIP,3,10,Nursery,XGBClassifier,centroid,0.11882716049382706
Original,original,,KIP,0,10,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,10,Nursery,XGBClassifier,centroid,0.2127314814814815
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Nursery,XGBClassifier,centroid,0.016203703703703682
Encoded,encoded,GNN,KIP,4,10,Nursery,XGBClassifier,centroid,0.3607253086419753
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,Nursery,XGBClassifier,centroid,0.014197530864197483
Original,original,,KIP,0,10,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,10,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,10,Nursery,XGBClassifier,centroid,0.2156635802469135
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,Nursery,XGBClassifier,centroid,0.0934413580246913
Original,original,,KMeans,0,10,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,10,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,10,Nursery,XGBClassifier,centroid,0.2355709876543209
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,Nursery,XGBClassifier,centroid,0.11388888888888885
Original,original,,KMeans,0,10,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,10,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,10,Nursery,XGBClassifier,closest,0.2074074074074074
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,10,Nursery,XGBClassifier,closest,0.09799382716049379
Original,original,,KMeans,0,10,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,10,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,10,Nursery,XGBClassifier,closest,0.23572530864197527
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,Nursery,XGBClassifier,closest,0.13155864197530862
Original,original,,KMeans,0,10,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,4,10,OnlineShoppers,GaussianNB,centroid,-0.0746487665280378
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,OnlineShoppers,GaussianNB,centroid,-0.1084831091762531
Encoded,encoded,MLP,Agglo,1,10,OnlineShoppers,GaussianNB,centroid,-0.1487057259365549
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,GaussianNB,centroid,-0.1934317516680042
Original,original,,Agglo,2,10,OnlineShoppers,GaussianNB,centroid,-0.1234485330479688
Decoded,decoded,GNN,Agglo,3,10,OnlineShoppers,GaussianNB,centroid,-0.0788522184660034
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,OnlineShoppers,GaussianNB,centroid,-0.104891731724915
Encoded,encoded,GNN,Agglo,2,10,OnlineShoppers,GaussianNB,centroid,-0.0842473915898533
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,10,OnlineShoppers,GaussianNB,centroid,-0.0699751116731927
Original,original,,Agglo,0,10,OnlineShoppers,GaussianNB,centroid,-0.1234485330479688
Decoded,decoded,MLP,Agglo,2,10,OnlineShoppers,GaussianNB,closest,-0.1092775899668425
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,OnlineShoppers,GaussianNB,closest,-0.0325858728344318
Encoded,encoded,MLP,Agglo,1,10,OnlineShoppers,GaussianNB,closest,-0.1679110830070286
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,GaussianNB,closest,-0.1956773759434459
Original,original,,Agglo,3,10,OnlineShoppers,GaussianNB,closest,-0.0975549448322267
Decoded,decoded,GNN,Agglo,4,10,OnlineShoppers,GaussianNB,closest,-0.0482566010814665
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,GaussianNB,closest,-0.1088438683107555
Encoded,encoded,GNN,Agglo,3,10,OnlineShoppers,GaussianNB,closest,-0.0605183581811254
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,OnlineShoppers,GaussianNB,closest,-0.0950782725717667
Original,original,,Agglo,1,10,OnlineShoppers,GaussianNB,closest,-0.0975549448322267
Decoded,decoded,MLP,KIP,1,10,OnlineShoppers,GaussianNB,centroid,-0.014456307609990917
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,OnlineShoppers,GaussianNB,centroid,0.023985212928958798
Encoded,encoded,MLP,KIP,2,10,OnlineShoppers,GaussianNB,centroid,0.0018775688887808408
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,OnlineShoppers,GaussianNB,centroid,-0.08732316722199249
Original,original,,KIP,4,10,OnlineShoppers,GaussianNB,centroid,0.040183703415456615
Decoded,decoded,GNN,KIP,4,10,OnlineShoppers,GaussianNB,centroid,0.04946291477166786
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,OnlineShoppers,GaussianNB,centroid,0.013085422898881982
Encoded,encoded,GNN,KIP,2,10,OnlineShoppers,GaussianNB,centroid,0.030167570591239645
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,OnlineShoppers,GaussianNB,centroid,-0.055308023445290275
Original,original,,KIP,3,10,OnlineShoppers,GaussianNB,centroid,0.040183703415456615
Decoded,decoded,MLP,KMeans,4,10,OnlineShoppers,GaussianNB,centroid,-0.055539071430308486
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,OnlineShoppers,GaussianNB,centroid,-0.05892534312652511
Encoded,encoded,MLP,KMeans,1,10,OnlineShoppers,GaussianNB,centroid,-0.14872842538771475
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,GaussianNB,centroid,-0.19719986056051428
Original,original,,KMeans,2,10,OnlineShoppers,GaussianNB,centroid,-0.12946064482655184
Decoded,decoded,GNN,KMeans,4,10,OnlineShoppers,GaussianNB,centroid,-0.024382453324253497
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,OnlineShoppers,GaussianNB,centroid,-0.05174583100258614
Encoded,encoded,GNN,KMeans,1,10,OnlineShoppers,GaussianNB,centroid,-0.1171032257541487
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,OnlineShoppers,GaussianNB,centroid,-0.09099885692049511
Original,original,,KMeans,0,10,OnlineShoppers,GaussianNB,centroid,-0.12946064482655184
Decoded,decoded,MLP,KMeans,2,10,OnlineShoppers,GaussianNB,closest,-0.11788311404042122
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,OnlineShoppers,GaussianNB,closest,-0.049519663399567045
Encoded,encoded,MLP,KMeans,1,10,OnlineShoppers,GaussianNB,closest,-0.11862733176058557
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,GaussianNB,closest,-0.1535082812461998
Original,original,,KMeans,3,10,OnlineShoppers,GaussianNB,closest,-0.10696467803260612
Decoded,decoded,GNN,KMeans,3,10,OnlineShoppers,GaussianNB,closest,-0.04793799807054662
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,OnlineShoppers,GaussianNB,closest,-0.06815672349636404
Encoded,encoded,GNN,KMeans,4,10,OnlineShoppers,GaussianNB,closest,-0.0392238409092751
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,GaussianNB,closest,-0.11809470535301707
Original,original,,KMeans,1,10,OnlineShoppers,GaussianNB,closest,-0.10696467803260612
Decoded,decoded,MLP,Agglo,3,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0140580345401947
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0066766020864382
Encoded,encoded,MLP,Agglo,2,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0196545980538267
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0672429210134128
Original,original,,Agglo,1,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0432401157184187
Decoded,decoded,GNN,Agglo,4,10,OnlineShoppers,KNeighborsClassifier,centroid,0.0300832821951431
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,OnlineShoppers,KNeighborsClassifier,centroid,0.0215306390812657
Encoded,encoded,GNN,Agglo,1,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0216744104497239
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.020015779784343
Original,original,,Agglo,0,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0432401157184187
Decoded,decoded,MLP,Agglo,1,10,OnlineShoppers,KNeighborsClassifier,closest,-0.0191180853861664
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,OnlineShoppers,KNeighborsClassifier,closest,0.0194091347418251
Encoded,encoded,MLP,Agglo,2,10,OnlineShoppers,KNeighborsClassifier,closest,-0.0076058560533007
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,KNeighborsClassifier,closest,-0.0489278513193654
Original,original,,Agglo,4,10,OnlineShoppers,KNeighborsClassifier,closest,0.0246585429999121
Decoded,decoded,GNN,Agglo,3,10,OnlineShoppers,KNeighborsClassifier,closest,0.0893276058560532
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,KNeighborsClassifier,closest,-0.0047199088279126
Encoded,encoded,GNN,Agglo,4,10,OnlineShoppers,KNeighborsClassifier,closest,0.116311037082493
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,OnlineShoppers,KNeighborsClassifier,closest,0.0222775488734986
Original,original,,Agglo,2,10,OnlineShoppers,KNeighborsClassifier,closest,0.0246585429999121
Decoded,decoded,MLP,KIP,1,10,OnlineShoppers,KNeighborsClassifier,centroid,0.11135688612255623
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,OnlineShoppers,KNeighborsClassifier,centroid,0.12799719470500545
Encoded,encoded,MLP,KIP,4,10,OnlineShoppers,KNeighborsClassifier,centroid,0.15188287893398775
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,OnlineShoppers,KNeighborsClassifier,centroid,0.08039133865170493
Original,original,,KIP,3,10,OnlineShoppers,KNeighborsClassifier,centroid,0.12918663978258954
Decoded,decoded,GNN,KIP,3,10,OnlineShoppers,KNeighborsClassifier,centroid,0.15490418164285075
Decoded-FT,decoded,GNN-MultiHead,KIP,0,10,OnlineShoppers,KNeighborsClassifier,centroid,0.12672218813009542
Encoded,encoded,GNN,KIP,4,10,OnlineShoppers,KNeighborsClassifier,centroid,0.17066152362584366
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,OnlineShoppers,KNeighborsClassifier,centroid,0.12997562899973686
Original,original,,KIP,1,10,OnlineShoppers,KNeighborsClassifier,centroid,0.12918663978258954
Decoded,decoded,MLP,KMeans,4,10,OnlineShoppers,KNeighborsClassifier,centroid,0.0029097922328393394
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.0008766546857194004
Encoded,encoded,MLP,KMeans,3,10,OnlineShoppers,KNeighborsClassifier,centroid,0.0024672569474883596
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.04197001840974844
Original,original,,KMeans,1,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.02074305251161574
Decoded,decoded,GNN,KMeans,4,10,OnlineShoppers,KNeighborsClassifier,centroid,0.042565442272288825
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,OnlineShoppers,KNeighborsClassifier,centroid,0.01812641360568054
Encoded,encoded,GNN,KMeans,3,10,OnlineShoppers,KNeighborsClassifier,centroid,0.03727395458928714
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.015438941001139761
Original,original,,KMeans,0,10,OnlineShoppers,KNeighborsClassifier,centroid,-0.02074305251161574
Decoded,decoded,MLP,KMeans,1,10,OnlineShoppers,KNeighborsClassifier,closest,0.01067484877706658
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,OnlineShoppers,KNeighborsClassifier,closest,0.049249057596212675
Encoded,encoded,MLP,KMeans,2,10,OnlineShoppers,KNeighborsClassifier,closest,0.02918278250197238
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,KNeighborsClassifier,closest,-0.023079161918120518
Original,original,,KMeans,4,10,OnlineShoppers,KNeighborsClassifier,closest,0.05189725607083355
Decoded,decoded,GNN,KMeans,1,10,OnlineShoppers,KNeighborsClassifier,closest,0.03840799509073362
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,OnlineShoppers,KNeighborsClassifier,closest,0.044950644341193856
Encoded,encoded,GNN,KMeans,4,10,OnlineShoppers,KNeighborsClassifier,closest,0.10637117559393343
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,KNeighborsClassifier,closest,0.0061330761812921
Original,original,,KMeans,3,10,OnlineShoppers,KNeighborsClassifier,closest,0.05189725607083355
Decoded,decoded,MLP,Agglo,2,10,OnlineShoppers,LogisticRegression,centroid,0.216343061280268
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,OnlineShoppers,LogisticRegression,centroid,0.2066335193155559
Encoded,encoded,MLP,Agglo,3,10,OnlineShoppers,LogisticRegression,centroid,0.2436275091725769
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,OnlineShoppers,LogisticRegression,centroid,0.2476250686735446
Original,original,,Agglo,0,10,OnlineShoppers,LogisticRegression,centroid,0.1686070106371524
Decoded,decoded,GNN,Agglo,4,10,OnlineShoppers,LogisticRegression,centroid,0.2483262980335209
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,OnlineShoppers,LogisticRegression,centroid,0.2006012903724522
Encoded,encoded,GNN,Agglo,3,10,OnlineShoppers,LogisticRegression,centroid,0.2381998834965395
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,OnlineShoppers,LogisticRegression,centroid,0.1797355757948876
Original,original,,Agglo,0,10,OnlineShoppers,LogisticRegression,centroid,0.1686070106371524
Decoded,decoded,MLP,Agglo,0,10,OnlineShoppers,LogisticRegression,closest,0.2041626520825683
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,OnlineShoppers,LogisticRegression,closest,0.223990326347727
Encoded,encoded,MLP,Agglo,4,10,OnlineShoppers,LogisticRegression,closest,0.2657134732663209
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,OnlineShoppers,LogisticRegression,closest,0.2153768003511668
Original,original,,Agglo,3,10,OnlineShoppers,LogisticRegression,closest,0.2454413189737758
Decoded,decoded,GNN,Agglo,3,10,OnlineShoppers,LogisticRegression,closest,0.2747521540716855
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,OnlineShoppers,LogisticRegression,closest,0.2346964974421692
Encoded,encoded,GNN,Agglo,4,10,OnlineShoppers,LogisticRegression,closest,0.3149706946863931
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,LogisticRegression,closest,0.1982049632682809
Original,original,,Agglo,2,10,OnlineShoppers,LogisticRegression,closest,0.2454413189737758
Decoded,decoded,MLP,KIP,3,10,OnlineShoppers,LogisticRegression,centroid,0.29808597513672597
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,OnlineShoppers,LogisticRegression,centroid,0.28630476974002056
Encoded,encoded,MLP,KIP,4,10,OnlineShoppers,LogisticRegression,centroid,0.3034578337534267
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,OnlineShoppers,LogisticRegression,centroid,0.2241493452892019
Original,original,,KIP,1,10,OnlineShoppers,LogisticRegression,centroid,0.2653468462623646
Decoded,decoded,GNN,KIP,3,10,OnlineShoppers,LogisticRegression,centroid,0.31662493339701453
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,OnlineShoppers,LogisticRegression,centroid,0.31044804138909676
Encoded,encoded,GNN,KIP,4,10,OnlineShoppers,LogisticRegression,centroid,0.32586238787922295
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,OnlineShoppers,LogisticRegression,centroid,0.3145847424638549
Original,original,,KIP,0,10,OnlineShoppers,LogisticRegression,centroid,0.2653468462623646
Decoded,decoded,MLP,KMeans,2,10,OnlineShoppers,LogisticRegression,centroid,0.21944282634082501
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,OnlineShoppers,LogisticRegression,centroid,0.26423316152293763
Encoded,encoded,MLP,KMeans,3,10,OnlineShoppers,LogisticRegression,centroid,0.24390965736387454
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,OnlineShoppers,LogisticRegression,centroid,0.18271165945651963
Original,original,,KMeans,0,10,OnlineShoppers,LogisticRegression,centroid,0.17333175050590666
Decoded,decoded,GNN,KMeans,4,10,OnlineShoppers,LogisticRegression,centroid,0.2621057310316077
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,OnlineShoppers,LogisticRegression,centroid,0.23226869783916443
Encoded,encoded,GNN,KMeans,3,10,OnlineShoppers,LogisticRegression,centroid,0.24074418656013866
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,OnlineShoppers,LogisticRegression,centroid,0.197957600470431
Original,original,,KMeans,0,10,OnlineShoppers,LogisticRegression,centroid,0.17333175050590666
Decoded,decoded,MLP,KMeans,0,10,OnlineShoppers,LogisticRegression,closest,0.20855113314799528
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,OnlineShoppers,LogisticRegression,closest,0.26785470748520923
Encoded,encoded,MLP,KMeans,3,10,OnlineShoppers,LogisticRegression,closest,0.25314048605685474
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,OnlineShoppers,LogisticRegression,closest,0.24808611317400148
Original,original,,KMeans,2,10,OnlineShoppers,LogisticRegression,closest,0.24945433864960886
Decoded,decoded,GNN,KMeans,3,10,OnlineShoppers,LogisticRegression,closest,0.25797896864069164
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,OnlineShoppers,LogisticRegression,closest,0.2442829101570588
Encoded,encoded,GNN,KMeans,4,10,OnlineShoppers,LogisticRegression,closest,0.2725584656880744
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,LogisticRegression,closest,0.21712545655828897
Original,original,,KMeans,2,10,OnlineShoppers,LogisticRegression,closest,0.24945433864960886
Decoded,decoded,MLP,Agglo,3,10,OnlineShoppers,MLPClassifier,centroid,0.1266776621287091
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,OnlineShoppers,MLPClassifier,centroid,0.1288270575336
Encoded,encoded,MLP,Agglo,2,10,OnlineShoppers,MLPClassifier,centroid,0.1169153069877093
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,MLPClassifier,centroid,0.0881842267922759
Original,original,,Agglo,1,10,OnlineShoppers,MLPClassifier,centroid,0.0964152930104271
Decoded,decoded,GNN,Agglo,4,10,OnlineShoppers,MLPClassifier,centroid,0.1603598063059285
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,OnlineShoppers,MLPClassifier,centroid,0.1210401582849565
Encoded,encoded,GNN,Agglo,3,10,OnlineShoppers,MLPClassifier,centroid,0.1277709962074975
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,MLPClassifier,centroid,0.0798289180651714
Original,original,,Agglo,1,10,OnlineShoppers,MLPClassifier,centroid,0.0964152930104271
Decoded,decoded,MLP,Agglo,1,10,OnlineShoppers,MLPClassifier,closest,0.1122531068392395
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,OnlineShoppers,MLPClassifier,closest,0.1334768334311744
Encoded,encoded,MLP,Agglo,2,10,OnlineShoppers,MLPClassifier,closest,0.1155020484483664
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,MLPClassifier,closest,0.0759711881621738
Original,original,,Agglo,4,10,OnlineShoppers,MLPClassifier,closest,0.1845653531127408
Decoded,decoded,GNN,Agglo,2,10,OnlineShoppers,MLPClassifier,closest,0.1839689890697653
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,OnlineShoppers,MLPClassifier,closest,0.1209562945914129
Encoded,encoded,GNN,Agglo,4,10,OnlineShoppers,MLPClassifier,closest,0.2083702178281788
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,MLPClassifier,closest,0.0939739277094963
Original,original,,Agglo,3,10,OnlineShoppers,MLPClassifier,closest,0.1845653531127408
Decoded,decoded,MLP,KIP,4,10,OnlineShoppers,MLPClassifier,centroid,0.21661929921012826
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,OnlineShoppers,MLPClassifier,centroid,0.2152830710263364
Encoded,encoded,MLP,KIP,2,10,OnlineShoppers,MLPClassifier,centroid,0.2042832604961625
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,OnlineShoppers,MLPClassifier,centroid,0.15462974179300587
Original,original,,KIP,1,10,OnlineShoppers,MLPClassifier,centroid,0.17479181614593534
Decoded,decoded,GNN,KIP,4,10,OnlineShoppers,MLPClassifier,centroid,0.2545027038276011
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,OnlineShoppers,MLPClassifier,centroid,0.22929700482371537
Encoded,encoded,GNN,KIP,2,10,OnlineShoppers,MLPClassifier,centroid,0.21222732651863171
Encoded-FT,encoded,GNN-MultiHead,KIP,1,10,OnlineShoppers,MLPClassifier,centroid,0.18791058266630642
Original,original,,KIP,0,10,OnlineShoppers,MLPClassifier,centroid,0.17479181614593534
Decoded,decoded,MLP,KMeans,3,10,OnlineShoppers,MLPClassifier,centroid,0.14583150852148313
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,OnlineShoppers,MLPClassifier,centroid,0.17613736251789877
Encoded,encoded,MLP,KMeans,2,10,OnlineShoppers,MLPClassifier,centroid,0.126924904721526
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,MLPClassifier,centroid,0.058526918692596144
Original,original,,KMeans,1,10,OnlineShoppers,MLPClassifier,centroid,0.08901975766498628
Decoded,decoded,GNN,KMeans,4,10,OnlineShoppers,MLPClassifier,centroid,0.17769722721780642
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,OnlineShoppers,MLPClassifier,centroid,0.15965969976797717
Encoded,encoded,GNN,KMeans,2,10,OnlineShoppers,MLPClassifier,centroid,0.13216731738680734
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,MLPClassifier,centroid,0.07548167267689804
Original,original,,KMeans,1,10,OnlineShoppers,MLPClassifier,centroid,0.08901975766498628
Decoded,decoded,MLP,KMeans,1,10,OnlineShoppers,MLPClassifier,closest,0.12342437203176884
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,OnlineShoppers,MLPClassifier,closest,0.18535118698186995
Encoded,encoded,MLP,KMeans,2,10,OnlineShoppers,MLPClassifier,closest,0.133847076107855
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,MLPClassifier,closest,0.11710850408913162
Original,original,,KMeans,3,10,OnlineShoppers,MLPClassifier,closest,0.18444856515432476
Decoded,decoded,GNN,KMeans,2,10,OnlineShoppers,MLPClassifier,closest,0.16799388726855954
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,OnlineShoppers,MLPClassifier,closest,0.16009206369913437
Encoded,encoded,GNN,KMeans,3,10,OnlineShoppers,MLPClassifier,closest,0.17723877235976904
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,MLPClassifier,closest,0.09339123034250559
Original,original,,KMeans,4,10,OnlineShoppers,MLPClassifier,closest,0.18444856515432476
Decoded,decoded,MLP,Agglo,1,10,OnlineShoppers,XGBClassifier,centroid,0.231383746936148
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,OnlineShoppers,XGBClassifier,centroid,0.2358430097410545
Encoded,encoded,MLP,Agglo,0,10,OnlineShoppers,XGBClassifier,centroid,0.2294168296594618
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,10,OnlineShoppers,XGBClassifier,centroid,0.2723038790909816
Original,original,,Agglo,3,10,OnlineShoppers,XGBClassifier,centroid,0.2492703149543482
Decoded,decoded,GNN,Agglo,4,10,OnlineShoppers,XGBClassifier,centroid,0.2927268075694678
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,XGBClassifier,centroid,0.2251308756495641
Encoded,encoded,GNN,Agglo,2,10,OnlineShoppers,XGBClassifier,centroid,0.2494518765491192
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,OnlineShoppers,XGBClassifier,centroid,0.2604033418337171
Original,original,,Agglo,1,10,OnlineShoppers,XGBClassifier,centroid,0.2492703149543482
Decoded,decoded,MLP,Agglo,1,10,OnlineShoppers,XGBClassifier,closest,0.2311334120100243
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,OnlineShoppers,XGBClassifier,closest,0.2544035564065108
Encoded,encoded,MLP,Agglo,3,10,OnlineShoppers,XGBClassifier,closest,0.3056314354644812
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,OnlineShoppers,XGBClassifier,closest,0.1976463015077864
Original,original,,Agglo,4,10,OnlineShoppers,XGBClassifier,closest,0.3367995092335074
Decoded,decoded,GNN,Agglo,1,10,OnlineShoppers,XGBClassifier,closest,0.2921903755849172
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,OnlineShoppers,XGBClassifier,closest,0.2922041302511877
Encoded,encoded,GNN,Agglo,3,10,OnlineShoppers,XGBClassifier,closest,0.3022505384951846
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,OnlineShoppers,XGBClassifier,closest,0.2886059095548164
Original,original,,Agglo,4,10,OnlineShoppers,XGBClassifier,closest,0.3367995092335074
Decoded,decoded,MLP,KIP,3,10,OnlineShoppers,XGBClassifier,centroid,0.3136878185924575
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,OnlineShoppers,XGBClassifier,centroid,0.2972036763472008
Encoded,encoded,MLP,KIP,2,10,OnlineShoppers,XGBClassifier,centroid,0.3102095385859652
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,OnlineShoppers,XGBClassifier,centroid,0.24320120600913855
Original,original,,KIP,4,10,OnlineShoppers,XGBClassifier,centroid,0.36659376693543283
Decoded,decoded,GNN,KIP,3,10,OnlineShoppers,XGBClassifier,centroid,0.38015311694492354
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,OnlineShoppers,XGBClassifier,centroid,0.3844847364468395
Encoded,encoded,GNN,KIP,2,10,OnlineShoppers,XGBClassifier,centroid,0.37286644494144633
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,OnlineShoppers,XGBClassifier,centroid,0.3383576378286334
Original,original,,KIP,1,10,OnlineShoppers,XGBClassifier,centroid,0.36659376693543283
Decoded,decoded,MLP,KMeans,3,10,OnlineShoppers,XGBClassifier,centroid,0.295094260727952
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,OnlineShoppers,XGBClassifier,centroid,0.2830534258747279
Encoded,encoded,MLP,KMeans,1,10,OnlineShoppers,XGBClassifier,centroid,0.2793886325936073
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,XGBClassifier,centroid,0.20109542162178512
Original,original,,KMeans,4,10,OnlineShoppers,XGBClassifier,centroid,0.3560741981717297
Decoded,decoded,GNN,KMeans,2,10,OnlineShoppers,XGBClassifier,centroid,0.25841276653104556
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,OnlineShoppers,XGBClassifier,centroid,0.24359624002442817
Encoded,encoded,GNN,KMeans,3,10,OnlineShoppers,XGBClassifier,centroid,0.2610112980828746
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,XGBClassifier,centroid,0.21798285068209378
Original,original,,KMeans,4,10,OnlineShoppers,XGBClassifier,centroid,0.3560741981717297
Decoded,decoded,MLP,KMeans,1,10,OnlineShoppers,XGBClassifier,closest,0.24918008434361352
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,OnlineShoppers,XGBClassifier,closest,0.27162604913716976
Encoded,encoded,MLP,KMeans,2,10,OnlineShoppers,XGBClassifier,closest,0.26760748583957106
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,OnlineShoppers,XGBClassifier,closest,0.21389661442644403
Original,original,,KMeans,4,10,OnlineShoppers,XGBClassifier,closest,0.3003925581753609
Decoded,decoded,GNN,KMeans,2,10,OnlineShoppers,XGBClassifier,closest,0.2747786186463757
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,OnlineShoppers,XGBClassifier,closest,0.2429954362017314
Encoded,encoded,GNN,KMeans,3,10,OnlineShoppers,XGBClassifier,closest,0.276505104356653
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,OnlineShoppers,XGBClassifier,closest,0.24062688266994572
Original,original,,KMeans,4,10,OnlineShoppers,XGBClassifier,closest,0.3003925581753609
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,GaussianNB,centroid,0.0413583481815323
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,PhishingWebsites,GaussianNB,centroid,-0.175704852740803
Encoded,encoded,MLP,Agglo,2,10,PhishingWebsites,GaussianNB,centroid,-0.167823079341788
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,GaussianNB,centroid,-0.2777067393354994
Original,original,,Agglo,3,10,PhishingWebsites,GaussianNB,centroid,-0.1190860496803269
Decoded,decoded,GNN,Agglo,2,10,PhishingWebsites,GaussianNB,centroid,-0.1669426684833876
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,PhishingWebsites,GaussianNB,centroid,-0.1462530133109737
Encoded,encoded,GNN,Agglo,1,10,PhishingWebsites,GaussianNB,centroid,-0.1874855885127346
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,PhishingWebsites,GaussianNB,centroid,-0.2591971491457919
Original,original,,Agglo,4,10,PhishingWebsites,GaussianNB,centroid,-0.1190860496803269
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,GaussianNB,closest,0.0690493658945603
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,PhishingWebsites,GaussianNB,closest,-0.1526883974426161
Encoded,encoded,MLP,Agglo,3,10,PhishingWebsites,GaussianNB,closest,-0.062697830416099
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,GaussianNB,closest,-0.260957970862593
Original,original,,Agglo,1,10,PhishingWebsites,GaussianNB,closest,-0.2046116759249554
Decoded,decoded,GNN,Agglo,0,10,PhishingWebsites,GaussianNB,closest,-0.2214023687244525
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,PhishingWebsites,GaussianNB,closest,-0.1270516717325228
Encoded,encoded,GNN,Agglo,3,10,PhishingWebsites,GaussianNB,closest,-0.1572581490409811
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,PhishingWebsites,GaussianNB,closest,-0.1814275233204067
Original,original,,Agglo,1,10,PhishingWebsites,GaussianNB,closest,-0.2046116759249554
Decoded,decoded,MLP,KIP,4,10,PhishingWebsites,GaussianNB,centroid,0.14994235405093798
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,PhishingWebsites,GaussianNB,centroid,0.0859658316738286
Encoded,encoded,MLP,KIP,1,10,PhishingWebsites,GaussianNB,centroid,0.049118541033434535
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,PhishingWebsites,GaussianNB,centroid,-0.19464626349439265
Original,original,,KIP,3,10,PhishingWebsites,GaussianNB,centroid,0.13173461901268202
Decoded,decoded,GNN,KIP,4,10,PhishingWebsites,GaussianNB,centroid,0.14294518394298286
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,PhishingWebsites,GaussianNB,centroid,0.0819117492925269
Encoded,encoded,GNN,KIP,2,10,PhishingWebsites,GaussianNB,centroid,0.08465779268420491
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,PhishingWebsites,GaussianNB,centroid,-0.08783984907242433
Original,original,,KIP,3,10,PhishingWebsites,GaussianNB,centroid,0.13173461901268202
Decoded,decoded,MLP,KMeans,2,10,PhishingWebsites,GaussianNB,centroid,-0.15467561052300605
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,PhishingWebsites,GaussianNB,centroid,-0.14505397757048527
Encoded,encoded,MLP,KMeans,1,10,PhishingWebsites,GaussianNB,centroid,-0.17790587988680434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,GaussianNB,centroid,-0.28790692799496914
Original,original,,KMeans,4,10,PhishingWebsites,GaussianNB,centroid,-0.13648883764804526
Decoded,decoded,GNN,KMeans,1,10,PhishingWebsites,GaussianNB,centroid,-0.1722419033644272
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,PhishingWebsites,GaussianNB,centroid,-0.151686406037103
Encoded,encoded,GNN,KMeans,4,10,PhishingWebsites,GaussianNB,centroid,-0.13573839220207531
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,GaussianNB,centroid,-0.2516130384655697
Original,original,,KMeans,3,10,PhishingWebsites,GaussianNB,centroid,-0.13648883764804526
Decoded,decoded,MLP,KMeans,2,10,PhishingWebsites,GaussianNB,closest,-0.10120113195681804
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,PhishingWebsites,GaussianNB,closest,-0.12887537993920975
Encoded,encoded,MLP,KMeans,4,10,PhishingWebsites,GaussianNB,closest,-0.05217482444188237
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,GaussianNB,closest,-0.2526653390629914
Original,original,,KMeans,3,10,PhishingWebsites,GaussianNB,closest,-0.060077560004192496
Decoded,decoded,GNN,KMeans,1,10,PhishingWebsites,GaussianNB,closest,-0.1909736924850644
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,PhishingWebsites,GaussianNB,closest,-0.12942878105020442
Encoded,encoded,GNN,KMeans,3,10,PhishingWebsites,GaussianNB,closest,-0.07401739859553513
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,GaussianNB,closest,-0.22228697201551198
Original,original,,KMeans,4,10,PhishingWebsites,GaussianNB,closest,-0.060077560004192496
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0925545840942515
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0831649886064289
Encoded,encoded,MLP,Agglo,2,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0786075601596715
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0057533493866865
Original,original,,Agglo,1,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0729350162418993
Decoded,decoded,GNN,Agglo,4,10,PhishingWebsites,KNeighborsClassifier,centroid,0.1222425133733051
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,PhishingWebsites,KNeighborsClassifier,centroid,0.1160689755482651
Encoded,encoded,GNN,Agglo,2,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0872214231459186
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0289283578712606
Original,original,,Agglo,1,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0729350162418993
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,KNeighborsClassifier,closest,0.1438014124795966
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,PhishingWebsites,KNeighborsClassifier,closest,0.0905506084651809
Encoded,encoded,MLP,Agglo,3,10,PhishingWebsites,KNeighborsClassifier,closest,0.1249090938474715
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,KNeighborsClassifier,closest,0.0172923703476251
Original,original,,Agglo,2,10,PhishingWebsites,KNeighborsClassifier,closest,0.1088449666273413
Decoded,decoded,GNN,Agglo,4,10,PhishingWebsites,KNeighborsClassifier,closest,0.1358986376197941
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,PhishingWebsites,KNeighborsClassifier,closest,0.1314704979232995
Encoded,encoded,GNN,Agglo,2,10,PhishingWebsites,KNeighborsClassifier,closest,0.1182022399275983
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,PhishingWebsites,KNeighborsClassifier,closest,0.046204567125103
Original,original,,Agglo,1,10,PhishingWebsites,KNeighborsClassifier,closest,0.1088449666273413
Decoded,decoded,MLP,KIP,2,10,PhishingWebsites,KNeighborsClassifier,centroid,0.2649288103818866
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,PhishingWebsites,KNeighborsClassifier,centroid,0.22860513599560411
Encoded,encoded,MLP,KIP,3,10,PhishingWebsites,KNeighborsClassifier,centroid,0.28394395332676114
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,PhishingWebsites,KNeighborsClassifier,centroid,0.1043651114307416
Original,original,,KIP,4,10,PhishingWebsites,KNeighborsClassifier,centroid,0.34243741616432594
Decoded,decoded,GNN,KIP,3,10,PhishingWebsites,KNeighborsClassifier,centroid,0.30083229632981556
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,PhishingWebsites,KNeighborsClassifier,centroid,0.2679929537631106
Encoded,encoded,GNN,KIP,2,10,PhishingWebsites,KNeighborsClassifier,centroid,0.28129676616513405
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,PhishingWebsites,KNeighborsClassifier,centroid,0.1902322349176592
Original,original,,KIP,4,10,PhishingWebsites,KNeighborsClassifier,centroid,0.34243741616432594
Decoded,decoded,MLP,KMeans,4,10,PhishingWebsites,KNeighborsClassifier,centroid,0.11072611794366236
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,PhishingWebsites,KNeighborsClassifier,centroid,0.09197601693682624
Encoded,encoded,MLP,KMeans,2,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0682515312636359
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0012185464712251332
Original,original,,KMeans,1,10,PhishingWebsites,KNeighborsClassifier,centroid,0.061276403186967664
Decoded,decoded,GNN,KMeans,4,10,PhishingWebsites,KNeighborsClassifier,centroid,0.11434297073225914
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,PhishingWebsites,KNeighborsClassifier,centroid,0.0994068878581702
Encoded,encoded,GNN,KMeans,3,10,PhishingWebsites,KNeighborsClassifier,centroid,0.10662443234158085
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,KNeighborsClassifier,centroid,0.027418911711944643
Original,original,,KMeans,1,10,PhishingWebsites,KNeighborsClassifier,centroid,0.061276403186967664
Decoded,decoded,MLP,KMeans,3,10,PhishingWebsites,KNeighborsClassifier,closest,0.11478255248315201
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,PhishingWebsites,KNeighborsClassifier,closest,0.09340788984598472
Encoded,encoded,MLP,KMeans,2,10,PhishingWebsites,KNeighborsClassifier,closest,0.10666645118541615
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,KNeighborsClassifier,closest,0.013481584433634397
Original,original,,KMeans,4,10,PhishingWebsites,KNeighborsClassifier,closest,0.12045186418216777
Decoded,decoded,GNN,KMeans,3,10,PhishingWebsites,KNeighborsClassifier,closest,0.13397869967839418
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,PhishingWebsites,KNeighborsClassifier,closest,0.11852222958449825
Encoded,encoded,GNN,KMeans,4,10,PhishingWebsites,KNeighborsClassifier,closest,0.1354364303376052
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,KNeighborsClassifier,closest,0.048299044879357336
Original,original,,KMeans,2,10,PhishingWebsites,KNeighborsClassifier,closest,0.12045186418216777
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,LogisticRegression,centroid,0.0480877019452688
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,PhishingWebsites,LogisticRegression,centroid,0.0341081437520606
Encoded,encoded,MLP,Agglo,1,10,PhishingWebsites,LogisticRegression,centroid,0.0003297065611606
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,LogisticRegression,centroid,-0.0205736894164192
Original,original,,Agglo,2,10,PhishingWebsites,LogisticRegression,centroid,0.0130728651500165
Decoded,decoded,GNN,Agglo,4,10,PhishingWebsites,LogisticRegression,centroid,0.0585064292779427
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,PhishingWebsites,LogisticRegression,centroid,0.0452192548631718
Encoded,encoded,GNN,Agglo,2,10,PhishingWebsites,LogisticRegression,centroid,0.0243488295417079
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,PhishingWebsites,LogisticRegression,centroid,0.0195845697329376
Original,original,,Agglo,0,10,PhishingWebsites,LogisticRegression,centroid,0.0130728651500165
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,LogisticRegression,closest,0.0698483349818662
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,PhishingWebsites,LogisticRegression,closest,0.0250741839762612
Encoded,encoded,MLP,Agglo,3,10,PhishingWebsites,LogisticRegression,closest,0.0595779756017145
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,LogisticRegression,closest,-0.019864820309924
Original,original,,Agglo,2,10,PhishingWebsites,LogisticRegression,closest,0.0555720408836137
Decoded,decoded,GNN,Agglo,4,10,PhishingWebsites,LogisticRegression,closest,0.0797065611605671
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,PhishingWebsites,LogisticRegression,closest,0.0400098911968348
Encoded,encoded,GNN,Agglo,0,10,PhishingWebsites,LogisticRegression,closest,0.0262446422683811
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,PhishingWebsites,LogisticRegression,closest,0.0331519947246951
Original,original,,Agglo,3,10,PhishingWebsites,LogisticRegression,closest,0.0555720408836137
Decoded,decoded,MLP,KIP,4,10,PhishingWebsites,LogisticRegression,centroid,0.21961094625783056
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,PhishingWebsites,LogisticRegression,centroid,0.17569403231124303
Encoded,encoded,MLP,KIP,3,10,PhishingWebsites,LogisticRegression,centroid,0.20509396636993077
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,PhishingWebsites,LogisticRegression,centroid,0.0309660402242005
Original,original,,KIP,1,10,PhishingWebsites,LogisticRegression,centroid,0.12584899439498848
Decoded,decoded,GNN,KIP,4,10,PhishingWebsites,LogisticRegression,centroid,0.24286185295087376
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,PhishingWebsites,LogisticRegression,centroid,0.19361028684470827
Encoded,encoded,GNN,KIP,2,10,PhishingWebsites,LogisticRegression,centroid,0.18194526871084737
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,PhishingWebsites,LogisticRegression,centroid,0.11130234091658427
Original,original,,KIP,1,10,PhishingWebsites,LogisticRegression,centroid,0.12584899439498848
Decoded,decoded,MLP,KMeans,4,10,PhishingWebsites,LogisticRegression,centroid,0.04160237388724042
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,PhishingWebsites,LogisticRegression,centroid,0.03189251566106168
Encoded,encoded,MLP,KMeans,1,10,PhishingWebsites,LogisticRegression,centroid,0.00417738212990442
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,LogisticRegression,centroid,-0.0189845037916253
Original,original,,KMeans,2,10,PhishingWebsites,LogisticRegression,centroid,0.01031981536432578
Decoded,decoded,GNN,KMeans,4,10,PhishingWebsites,LogisticRegression,centroid,0.0641575997362348
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,PhishingWebsites,LogisticRegression,centroid,0.04815364325750084
Encoded,encoded,GNN,KMeans,1,10,PhishingWebsites,LogisticRegression,centroid,0.02035608308605342
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,PhishingWebsites,LogisticRegression,centroid,0.03151005605011542
Original,original,,KMeans,0,10,PhishingWebsites,LogisticRegression,centroid,0.01031981536432578
Decoded,decoded,MLP,KMeans,3,10,PhishingWebsites,LogisticRegression,closest,0.05933069568084407
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,PhishingWebsites,LogisticRegression,closest,0.048905374216946976
Encoded,encoded,MLP,KMeans,4,10,PhishingWebsites,LogisticRegression,closest,0.0608968018463568
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,LogisticRegression,closest,0.0001780415430268004
Original,original,,KMeans,2,10,PhishingWebsites,LogisticRegression,closest,0.05767227167820638
Decoded,decoded,GNN,KMeans,2,10,PhishingWebsites,LogisticRegression,closest,0.03263435542367298
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,PhishingWebsites,LogisticRegression,closest,0.040283547642598144
Encoded,encoded,GNN,KMeans,0,10,PhishingWebsites,LogisticRegression,closest,0.028473458621826597
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,PhishingWebsites,LogisticRegression,closest,0.030544015825914962
Original,original,,KMeans,4,10,PhishingWebsites,LogisticRegression,closest,0.05767227167820638
Decoded,decoded,MLP,Agglo,4,10,PhishingWebsites,MLPClassifier,centroid,0.1201896888717998
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,PhishingWebsites,MLPClassifier,centroid,0.0886282803037585
Encoded,encoded,MLP,Agglo,2,10,PhishingWebsites,MLPClassifier,centroid,0.0505302957480214
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,MLPClassifier,centroid,0.0303758531192926
Original,original,,Agglo,1,10,PhishingWebsites,MLPClassifier,centroid,0.0477105963023487
Decoded,decoded,GNN,Agglo,4,10,PhishingWebsites,MLPClassifier,centroid,0.1185395238552982
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,PhishingWebsites,MLPClassifier,centroid,0.1134127975904387
Encoded,encoded,GNN,Agglo,2,10,PhishingWebsites,MLPClassifier,centroid,0.0793681309878562
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,PhishingWebsites,MLPClassifier,centroid,0.0428241853311545
Original,original,,Agglo,1,10,PhishingWebsites,MLPClassifier,centroid,0.0477105963023487
Decoded,decoded,MLP,Agglo,3,10,PhishingWebsites,MLPClassifier,closest,0.1240187125508668
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,PhishingWebsites,MLPClassifier,closest,0.0672241981479702
Encoded,encoded,MLP,Agglo,4,10,PhishingWebsites,MLPClassifier,closest,0.1272870005447147
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,MLPClassifier,closest,0.0473100708129066
Original,original,,Agglo,2,10,PhishingWebsites,MLPClassifier,closest,0.083245217725656
Decoded,decoded,GNN,Agglo,4,10,PhishingWebsites,MLPClassifier,closest,0.1334070300233907
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,PhishingWebsites,MLPClassifier,closest,0.0950687301739884
Encoded,encoded,GNN,Agglo,3,10,PhishingWebsites,MLPClassifier,closest,0.1008683392611107
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,PhishingWebsites,MLPClassifier,closest,0.0821878304335289
Original,original,,Agglo,1,10,PhishingWebsites,MLPClassifier,closest,0.083245217725656
Decoded,decoded,MLP,KIP,4,10,PhishingWebsites,MLPClassifier,centroid,0.2674164503829024
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,PhishingWebsites,MLPClassifier,centroid,0.2107629209522895
Encoded,encoded,MLP,KIP,2,10,PhishingWebsites,MLPClassifier,centroid,0.17784292992406042
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,PhishingWebsites,MLPClassifier,centroid,0.07042840206350735
Original,original,,KIP,1,10,PhishingWebsites,MLPClassifier,centroid,0.16261014450959665
Decoded,decoded,GNN,KIP,4,10,PhishingWebsites,MLPClassifier,centroid,0.28988753244256465
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,PhishingWebsites,MLPClassifier,centroid,0.2233970969912526
Encoded,encoded,GNN,KIP,2,10,PhishingWebsites,MLPClassifier,centroid,0.1740651735076421
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,PhishingWebsites,MLPClassifier,centroid,0.11285526610913524
Original,original,,KIP,1,10,PhishingWebsites,MLPClassifier,centroid,0.16261014450959665
Decoded,decoded,MLP,KMeans,4,10,PhishingWebsites,MLPClassifier,centroid,0.08850972475888372
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,PhishingWebsites,MLPClassifier,centroid,0.07925918805472787
Encoded,encoded,MLP,KMeans,2,10,PhishingWebsites,MLPClassifier,centroid,0.058082604376942557
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,MLPClassifier,centroid,0.03898554904034098
Original,original,,KMeans,1,10,PhishingWebsites,MLPClassifier,centroid,0.050982088500112197
Decoded,decoded,GNN,KMeans,4,10,PhishingWebsites,MLPClassifier,centroid,0.11765516357460995
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,PhishingWebsites,MLPClassifier,centroid,0.0980646608350156
Encoded,encoded,GNN,KMeans,2,10,PhishingWebsites,MLPClassifier,centroid,0.07316479220737611
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,MLPClassifier,centroid,0.0507321605947003
Original,original,,KMeans,1,10,PhishingWebsites,MLPClassifier,centroid,0.050982088500112197
Decoded,decoded,MLP,KMeans,3,10,PhishingWebsites,MLPClassifier,closest,0.1150052869364607
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,PhishingWebsites,MLPClassifier,closest,0.09524175718542734
Encoded,encoded,MLP,KMeans,4,10,PhishingWebsites,MLPClassifier,closest,0.11898811240347343
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,MLPClassifier,closest,0.058169117882662116
Original,original,,KMeans,2,10,PhishingWebsites,MLPClassifier,closest,0.10910955173187227
Decoded,decoded,GNN,KMeans,2,10,PhishingWebsites,MLPClassifier,closest,0.09900028837835244
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,PhishingWebsites,MLPClassifier,closest,0.07716363869396652
Encoded,encoded,GNN,KMeans,4,10,PhishingWebsites,MLPClassifier,closest,0.12943381716812466
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,MLPClassifier,closest,0.06629177480854889
Original,original,,KMeans,3,10,PhishingWebsites,MLPClassifier,closest,0.10910955173187227
Decoded,decoded,MLP,Agglo,1,10,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Encoded,encoded,MLP,Agglo,3,10,PhishingWebsites,XGBClassifier,centroid,0.1784131134993781
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,PhishingWebsites,XGBClassifier,centroid,0.0789297445546448
Original,original,,Agglo,4,10,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,GNN,Agglo,2,10,PhishingWebsites,XGBClassifier,centroid,0.1866409414165896
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Encoded,encoded,GNN,Agglo,3,10,PhishingWebsites,XGBClassifier,centroid,0.1982970309659725
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,PhishingWebsites,XGBClassifier,centroid,0.1072168893707944
Original,original,,Agglo,4,10,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,MLP,Agglo,3,10,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Encoded,encoded,MLP,Agglo,4,10,PhishingWebsites,XGBClassifier,closest,0.1560098223682112
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,PhishingWebsites,XGBClassifier,closest,0.0500366744267627
Original,original,,Agglo,1,10,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded,decoded,GNN,Agglo,1,10,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,PhishingWebsites,XGBClassifier,closest,0.1754153777465956
Encoded,encoded,GNN,Agglo,3,10,PhishingWebsites,XGBClassifier,closest,0.1390758044455782
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,PhishingWebsites,XGBClassifier,closest,0.122747711834678
Original,original,,Agglo,0,10,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded,decoded,MLP,KIP,3,10,PhishingWebsites,XGBClassifier,centroid,0.2798258761998916
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,PhishingWebsites,XGBClassifier,centroid,0.211136269413528
Encoded,encoded,MLP,KIP,4,10,PhishingWebsites,XGBClassifier,centroid,0.2845680390343463
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,PhishingWebsites,XGBClassifier,centroid,0.11601875179385775
Original,original,,KIP,2,10,PhishingWebsites,XGBClassifier,centroid,0.25411231941831164
Decoded,decoded,GNN,KIP,1,10,PhishingWebsites,XGBClassifier,centroid,0.25225946359664503
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,PhishingWebsites,XGBClassifier,centroid,0.2606308001403195
Encoded,encoded,GNN,KIP,4,10,PhishingWebsites,XGBClassifier,centroid,0.29435851643971034
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,PhishingWebsites,XGBClassifier,centroid,0.15714194597697478
Original,original,,KIP,2,10,PhishingWebsites,XGBClassifier,centroid,0.25411231941831164
Decoded,decoded,MLP,KMeans,1,10,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Encoded,encoded,MLP,KMeans,3,10,PhishingWebsites,XGBClassifier,centroid,0.12683611314857923
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,PhishingWebsites,XGBClassifier,centroid,0.08391108843320463
Original,original,,KMeans,4,10,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,GNN,KMeans,2,10,PhishingWebsites,XGBClassifier,centroid,0.1389833211085244
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,PhishingWebsites,XGBClassifier,centroid,0.0795420480275536
Encoded,encoded,GNN,KMeans,3,10,PhishingWebsites,XGBClassifier,centroid,0.16873106483400827
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,PhishingWebsites,XGBClassifier,centroid,0.11382147526867996
Original,original,,KMeans,4,10,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,MLP,KMeans,2,10,PhishingWebsites,XGBClassifier,closest,0.08955257199349423
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,10,PhishingWebsites,XGBClassifier,closest,0.06936250279044548
Encoded,encoded,MLP,KMeans,4,10,PhishingWebsites,XGBClassifier,closest,0.21739962368849058
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,PhishingWebsites,XGBClassifier,closest,0.08172337914979103
Original,original,,KMeans,3,10,PhishingWebsites,XGBClassifier,closest,0.09020952259463597
Decoded,decoded,GNN,KMeans,0,10,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,PhishingWebsites,XGBClassifier,closest,0.10631119048378343
Encoded,encoded,GNN,KMeans,4,10,PhishingWebsites,XGBClassifier,closest,0.17021398730745924
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,10,PhishingWebsites,XGBClassifier,closest,0.12903020059316894
Original,original,,KMeans,1,10,PhishingWebsites,XGBClassifier,closest,0.09020952259463597
Decoded,decoded,MLP,Agglo,3,10,Pol,GaussianNB,centroid,-0.0210346340311133
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,Pol,GaussianNB,centroid,0.0679182461389635
Encoded,encoded,MLP,Agglo,2,10,Pol,GaussianNB,centroid,-0.0483571613367679
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,GaussianNB,centroid,-0.240570972205037
Original,original,,Agglo,1,10,Pol,GaussianNB,centroid,-0.2261504370029583
Decoded,decoded,GNN,Agglo,3,10,Pol,GaussianNB,centroid,0.1316070685369116
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Pol,GaussianNB,centroid,0.2271178051990416
Encoded,encoded,GNN,Agglo,2,10,Pol,GaussianNB,centroid,0.0275137512513919
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Pol,GaussianNB,centroid,-0.0875468217455373
Original,original,,Agglo,0,10,Pol,GaussianNB,centroid,-0.2261504370029583
Decoded,decoded,MLP,Agglo,3,10,Pol,GaussianNB,closest,0.0478059864343483
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,Pol,GaussianNB,closest,-0.0158040966918256
Encoded,encoded,MLP,Agglo,2,10,Pol,GaussianNB,closest,0.0187286982148682
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,GaussianNB,closest,-0.2232708293495012
Original,original,,Agglo,4,10,Pol,GaussianNB,closest,0.0910788405079807
Decoded,decoded,GNN,Agglo,2,10,Pol,GaussianNB,closest,0.0715852465101629
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Pol,GaussianNB,closest,0.1433504684986669
Encoded,encoded,GNN,Agglo,1,10,Pol,GaussianNB,closest,-0.0041281875344484
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Pol,GaussianNB,closest,-0.0894590612029112
Original,original,,Agglo,3,10,Pol,GaussianNB,closest,0.0910788405079807
Decoded,decoded,MLP,KIP,3,10,Pol,GaussianNB,centroid,0.1336520399095622
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Pol,GaussianNB,centroid,0.12148119818674699
Encoded,encoded,MLP,KIP,4,10,Pol,GaussianNB,centroid,0.18204744603547757
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Pol,GaussianNB,centroid,-0.01773883308399236
Original,original,,KIP,1,10,Pol,GaussianNB,centroid,0.06534909618564459
Decoded,decoded,GNN,KIP,4,10,Pol,GaussianNB,centroid,0.13417396879675134
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,Pol,GaussianNB,centroid,0.12290750385259996
Encoded,encoded,GNN,KIP,2,10,Pol,GaussianNB,centroid,0.09102259817099909
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Pol,GaussianNB,centroid,-0.03005140549600128
Original,original,,KIP,1,10,Pol,GaussianNB,centroid,0.06534909618564459
Decoded,decoded,MLP,KMeans,3,10,Pol,GaussianNB,centroid,0.025837729609340655
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Pol,GaussianNB,centroid,0.03243383089054102
Encoded,encoded,MLP,KMeans,2,10,Pol,GaussianNB,centroid,-0.025356295204778355
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Pol,GaussianNB,centroid,-0.21903690622152733
Original,original,,KMeans,0,10,Pol,GaussianNB,centroid,-0.22154981383786465
Decoded,decoded,GNN,KMeans,3,10,Pol,GaussianNB,centroid,0.08477969876604304
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,GaussianNB,centroid,0.13583874197140627
Encoded,encoded,GNN,KMeans,2,10,Pol,GaussianNB,centroid,-0.014161820451963462
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Pol,GaussianNB,centroid,-0.07821509319355244
Original,original,,KMeans,0,10,Pol,GaussianNB,centroid,-0.22154981383786465
Decoded,decoded,MLP,KMeans,4,10,Pol,GaussianNB,closest,0.06312414933465305
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Pol,GaussianNB,closest,0.00506406002182198
Encoded,encoded,MLP,KMeans,2,10,Pol,GaussianNB,closest,0.00496507350873434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,GaussianNB,closest,-0.18024094217162911
Original,original,,KMeans,1,10,Pol,GaussianNB,closest,-0.020182000202472482
Decoded,decoded,GNN,KMeans,3,10,Pol,GaussianNB,closest,0.06695312763635938
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,GaussianNB,closest,0.1258276059886839
Encoded,encoded,GNN,KMeans,2,10,Pol,GaussianNB,closest,0.0018447486529959596
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Pol,GaussianNB,closest,-0.06862689958493165
Original,original,,KMeans,1,10,Pol,GaussianNB,closest,-0.020182000202472482
Decoded,decoded,MLP,Agglo,3,10,Pol,KNeighborsClassifier,centroid,0.268530358112908
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Pol,KNeighborsClassifier,centroid,0.2631565751535666
Encoded,encoded,MLP,Agglo,1,10,Pol,KNeighborsClassifier,centroid,0.2258743888679955
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,KNeighborsClassifier,centroid,0.0600643516777401
Original,original,,Agglo,4,10,Pol,KNeighborsClassifier,centroid,0.2803309514855209
Decoded,decoded,GNN,Agglo,3,10,Pol,KNeighborsClassifier,centroid,0.3586812084743638
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Pol,KNeighborsClassifier,centroid,0.4041953950942292
Encoded,encoded,GNN,Agglo,1,10,Pol,KNeighborsClassifier,centroid,0.2767289290042205
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Pol,KNeighborsClassifier,centroid,0.1874556015210397
Original,original,,Agglo,2,10,Pol,KNeighborsClassifier,centroid,0.2803309514855209
Decoded,decoded,MLP,Agglo,2,10,Pol,KNeighborsClassifier,closest,0.3033136935355814
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Pol,KNeighborsClassifier,closest,0.3233128577995069
Encoded,encoded,MLP,Agglo,1,10,Pol,KNeighborsClassifier,closest,0.2243784212945551
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,KNeighborsClassifier,closest,0.1012327107099577
Original,original,,Agglo,4,10,Pol,KNeighborsClassifier,closest,0.3567924449458861
Decoded,decoded,GNN,Agglo,3,10,Pol,KNeighborsClassifier,closest,0.3483347958714638
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,Pol,KNeighborsClassifier,closest,0.3164013204629978
Encoded,encoded,GNN,Agglo,1,10,Pol,KNeighborsClassifier,closest,0.2718148008858804
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Pol,KNeighborsClassifier,closest,0.2039864610755923
Original,original,,Agglo,4,10,Pol,KNeighborsClassifier,closest,0.3567924449458861
Decoded,decoded,MLP,KIP,1,10,Pol,KNeighborsClassifier,centroid,0.40004512974802553
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,Pol,KNeighborsClassifier,centroid,0.4354251807279261
Encoded,encoded,MLP,KIP,2,10,Pol,KNeighborsClassifier,centroid,0.40392127366177766
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Pol,KNeighborsClassifier,centroid,0.35261042162884965
Original,original,,KIP,3,10,Pol,KNeighborsClassifier,centroid,0.41743178304291506
Decoded,decoded,GNN,KIP,1,10,Pol,KNeighborsClassifier,centroid,0.3733985207471481
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Pol,KNeighborsClassifier,centroid,0.3849015920772221
Encoded,encoded,GNN,KIP,3,10,Pol,KNeighborsClassifier,centroid,0.3924248882203
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Pol,KNeighborsClassifier,centroid,0.3049417074088003
Original,original,,KIP,4,10,Pol,KNeighborsClassifier,centroid,0.41743178304291506
Decoded,decoded,MLP,KMeans,3,10,Pol,KNeighborsClassifier,centroid,0.28464167815803776
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Pol,KNeighborsClassifier,centroid,0.2953992729096151
Encoded,encoded,MLP,KMeans,2,10,Pol,KNeighborsClassifier,centroid,0.26471104425222514
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,KNeighborsClassifier,centroid,0.07699970749237393
Original,original,,KMeans,1,10,Pol,KNeighborsClassifier,centroid,0.22043541849483933
Decoded,decoded,GNN,KMeans,3,10,Pol,KNeighborsClassifier,centroid,0.3273695207053613
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,KNeighborsClassifier,centroid,0.3611432869499812
Encoded,encoded,GNN,KMeans,2,10,Pol,KNeighborsClassifier,centroid,0.29558647779031383
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Pol,KNeighborsClassifier,centroid,0.19774518407087044
Original,original,,KMeans,1,10,Pol,KNeighborsClassifier,centroid,0.22043541849483933
Decoded,decoded,MLP,KMeans,3,10,Pol,KNeighborsClassifier,closest,0.3419230287075342
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,Pol,KNeighborsClassifier,closest,0.34578078642764615
Encoded,encoded,MLP,KMeans,1,10,Pol,KNeighborsClassifier,closest,0.2781145794158205
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,KNeighborsClassifier,closest,0.11328402490493503
Original,original,,KMeans,2,10,Pol,KNeighborsClassifier,closest,0.3210363127324391
Decoded,decoded,GNN,KMeans,4,10,Pol,KNeighborsClassifier,closest,0.32931009987046095
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,Pol,KNeighborsClassifier,closest,0.28691153733650915
Encoded,encoded,GNN,KMeans,2,10,Pol,KNeighborsClassifier,closest,0.30685052860306716
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Pol,KNeighborsClassifier,closest,0.2374008608081568
Original,original,,KMeans,3,10,Pol,KNeighborsClassifier,closest,0.3210363127324391
Decoded,decoded,MLP,Agglo,3,10,Pol,LogisticRegression,centroid,0.1352574510572384
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Pol,LogisticRegression,centroid,0.0976709030849336
Encoded,encoded,MLP,Agglo,4,10,Pol,LogisticRegression,centroid,0.1436742996846014
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,LogisticRegression,centroid,0.0024074799843234
Original,original,,Agglo,1,10,Pol,LogisticRegression,centroid,0.0236735531791798
Decoded,decoded,GNN,Agglo,2,10,Pol,LogisticRegression,centroid,0.1878300953660676
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Pol,LogisticRegression,centroid,0.224595487374727
Encoded,encoded,GNN,Agglo,3,10,Pol,LogisticRegression,centroid,0.19038687643469
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Pol,LogisticRegression,centroid,0.1465576768751283
Original,original,,Agglo,0,10,Pol,LogisticRegression,centroid,0.0236735531791798
Decoded,decoded,MLP,Agglo,1,10,Pol,LogisticRegression,closest,0.1233320269488457
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Pol,LogisticRegression,closest,0.1347628912154975
Encoded,encoded,MLP,Agglo,3,10,Pol,LogisticRegression,closest,0.1582124927682287
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,LogisticRegression,closest,-0.0069704943732153
Original,original,,Agglo,4,10,Pol,LogisticRegression,closest,0.2008752776067036
Decoded,decoded,GNN,Agglo,2,10,Pol,LogisticRegression,closest,0.188949853498311
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,Pol,LogisticRegression,closest,0.2261538174420992
Encoded,encoded,GNN,Agglo,1,10,Pol,LogisticRegression,closest,0.174094395610548
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Pol,LogisticRegression,closest,0.168952839519997
Original,original,,Agglo,3,10,Pol,LogisticRegression,closest,0.2008752776067036
Decoded,decoded,MLP,KIP,3,10,Pol,LogisticRegression,centroid,0.2862717652986954
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,Pol,LogisticRegression,centroid,0.23313737566019074
Encoded,encoded,MLP,KIP,4,10,Pol,LogisticRegression,centroid,0.32190806785734283
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Pol,LogisticRegression,centroid,0.18615792322191735
Original,original,,KIP,1,10,Pol,LogisticRegression,centroid,0.21750741839762608
Decoded,decoded,GNN,KIP,3,10,Pol,LogisticRegression,centroid,0.2571393912248287
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Pol,LogisticRegression,centroid,0.23053580426627845
Encoded,encoded,GNN,KIP,4,10,Pol,LogisticRegression,centroid,0.32890282365675677
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Pol,LogisticRegression,centroid,0.1873672620047403
Original,original,,KIP,1,10,Pol,LogisticRegression,centroid,0.21750741839762608
Decoded,decoded,MLP,KMeans,4,10,Pol,LogisticRegression,centroid,0.15100311666013475
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Pol,LogisticRegression,centroid,0.11070302148069351
Encoded,encoded,MLP,KMeans,3,10,Pol,LogisticRegression,centroid,0.11475654591941467
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,LogisticRegression,centroid,-0.00580221338857473
Original,original,,KMeans,1,10,Pol,LogisticRegression,centroid,0.007670343205867541
Decoded,decoded,GNN,KMeans,2,10,Pol,LogisticRegression,centroid,0.17316872888789345
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,LogisticRegression,centroid,0.222900920067932
Encoded,encoded,GNN,KMeans,3,10,Pol,LogisticRegression,centroid,0.1819103073736072
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Pol,LogisticRegression,centroid,0.14418005710766466
Original,original,,KMeans,0,10,Pol,LogisticRegression,centroid,0.007670343205867541
Decoded,decoded,MLP,KMeans,2,10,Pol,LogisticRegression,closest,0.13394920030606722
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Pol,LogisticRegression,closest,0.12952802194725938
Encoded,encoded,MLP,KMeans,4,10,Pol,LogisticRegression,closest,0.17846518485340496
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,LogisticRegression,closest,0.0035440344885504004
Original,original,,KMeans,3,10,Pol,LogisticRegression,closest,0.15040404605938454
Decoded,decoded,GNN,KMeans,1,10,Pol,LogisticRegression,closest,0.14909392904465965
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,LogisticRegression,closest,0.21887352331896306
Encoded,encoded,GNN,KMeans,3,10,Pol,LogisticRegression,closest,0.1699531567848011
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Pol,LogisticRegression,closest,0.12917903066271014
Original,original,,KMeans,2,10,Pol,LogisticRegression,closest,0.15040404605938454
Decoded,decoded,MLP,Agglo,4,10,Pol,MLPClassifier,centroid,0.2562022900763359
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Pol,MLPClassifier,centroid,0.2507762970630095
Encoded,encoded,MLP,Agglo,2,10,Pol,MLPClassifier,centroid,0.1867317893647302
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,MLPClassifier,centroid,0.1056734377021607
Original,original,,Agglo,1,10,Pol,MLPClassifier,centroid,0.1073958468107129
Decoded,decoded,GNN,Agglo,4,10,Pol,MLPClassifier,centroid,0.3365086039591151
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Pol,MLPClassifier,centroid,0.3285596454910079
Encoded,encoded,GNN,Agglo,2,10,Pol,MLPClassifier,centroid,0.2516172855479364
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Pol,MLPClassifier,centroid,0.1880983956527364
Original,original,,Agglo,0,10,Pol,MLPClassifier,centroid,0.1073958468107129
Decoded,decoded,MLP,Agglo,2,10,Pol,MLPClassifier,closest,0.2680084745762713
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,Pol,MLPClassifier,closest,0.2805262647172984
Encoded,encoded,MLP,Agglo,1,10,Pol,MLPClassifier,closest,0.2452936990555053
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,Pol,MLPClassifier,closest,0.1008943589080089
Original,original,,Agglo,4,10,Pol,MLPClassifier,closest,0.3010010997541726
Decoded,decoded,GNN,Agglo,4,10,Pol,MLPClassifier,closest,0.3584470824168715
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,Pol,MLPClassifier,closest,0.3143194462414284
Encoded,encoded,GNN,Agglo,1,10,Pol,MLPClassifier,closest,0.2747282960279467
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Pol,MLPClassifier,closest,0.2462964160952258
Original,original,,Agglo,2,10,Pol,MLPClassifier,closest,0.3010010997541726
Decoded,decoded,MLP,KIP,4,10,Pol,MLPClassifier,centroid,0.3889393841376633
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,Pol,MLPClassifier,centroid,0.3675459309095614
Encoded,encoded,MLP,KIP,2,10,Pol,MLPClassifier,centroid,0.3567651054470177
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,Pol,MLPClassifier,centroid,0.23685793763746932
Original,original,,KIP,1,10,Pol,MLPClassifier,centroid,0.2678807090179842
Decoded,decoded,GNN,KIP,3,10,Pol,MLPClassifier,centroid,0.3843187993272092
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,Pol,MLPClassifier,centroid,0.35043828438349073
Encoded,encoded,GNN,KIP,4,10,Pol,MLPClassifier,centroid,0.38521154094967003
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Pol,MLPClassifier,centroid,0.25750420494242465
Original,original,,KIP,1,10,Pol,MLPClassifier,centroid,0.2678807090179842
Decoded,decoded,MLP,KMeans,4,10,Pol,MLPClassifier,centroid,0.2739697891059646
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Pol,MLPClassifier,centroid,0.261458468107129
Encoded,encoded,MLP,KMeans,2,10,Pol,MLPClassifier,centroid,0.1939707594772933
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Pol,MLPClassifier,centroid,0.111306443265623
Original,original,,KMeans,0,10,Pol,MLPClassifier,centroid,0.11023741751843705
Decoded,decoded,GNN,KMeans,4,10,Pol,MLPClassifier,centroid,0.3098719109846034
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Pol,MLPClassifier,centroid,0.3094578858843318
Encoded,encoded,GNN,KMeans,2,10,Pol,MLPClassifier,centroid,0.2499126665804115
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Pol,MLPClassifier,centroid,0.19042566955621681
Original,original,,KMeans,0,10,Pol,MLPClassifier,centroid,0.11023741751843705
Decoded,decoded,MLP,KMeans,4,10,Pol,MLPClassifier,closest,0.27886854703066377
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,Pol,MLPClassifier,closest,0.2601080346746022
Encoded,encoded,MLP,KMeans,2,10,Pol,MLPClassifier,closest,0.2657313365247768
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,MLPClassifier,closest,0.11737773321257601
Original,original,,KMeans,3,10,Pol,MLPClassifier,closest,0.27680489067149694
Decoded,decoded,GNN,KMeans,3,10,Pol,MLPClassifier,closest,0.32362530728425415
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,MLPClassifier,closest,0.3316890930262647
Encoded,encoded,GNN,KMeans,1,10,Pol,MLPClassifier,closest,0.27619355673437707
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Pol,MLPClassifier,closest,0.20944171302885234
Original,original,,KMeans,2,10,Pol,MLPClassifier,closest,0.27680489067149694
Decoded,decoded,MLP,Agglo,2,10,Pol,XGBClassifier,centroid,0.2999094905611584
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,Pol,XGBClassifier,centroid,0.2023855702094646
Encoded,encoded,MLP,Agglo,3,10,Pol,XGBClassifier,centroid,0.3294624385828807
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Pol,XGBClassifier,centroid,0.2261038919058702
Original,original,,Agglo,4,10,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,GNN,Agglo,2,10,Pol,XGBClassifier,centroid,0.3374547452805793
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,Pol,XGBClassifier,centroid,0.2203904835790017
Encoded,encoded,GNN,Agglo,3,10,Pol,XGBClassifier,centroid,0.3664824153090251
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,Pol,XGBClassifier,centroid,0.2982528445823635
Original,original,,Agglo,4,10,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,MLP,Agglo,0,10,Pol,XGBClassifier,closest,0.2082121153348848
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,Pol,XGBClassifier,closest,0.3001519265580553
Encoded,encoded,MLP,Agglo,3,10,Pol,XGBClassifier,closest,0.3337212309283682
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,Pol,XGBClassifier,closest,0.2845390483579002
Original,original,,Agglo,4,10,Pol,XGBClassifier,closest,0.420190069821567
Decoded,decoded,GNN,Agglo,2,10,Pol,XGBClassifier,closest,0.3842206490819756
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,Pol,XGBClassifier,closest,0.359952805792604
Encoded,encoded,GNN,Agglo,3,10,Pol,XGBClassifier,closest,0.4020639384535815
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,Pol,XGBClassifier,closest,0.321219614688389
Original,original,,Agglo,4,10,Pol,XGBClassifier,closest,0.420190069821567
Decoded,decoded,MLP,KIP,3,10,Pol,XGBClassifier,centroid,0.4340073054047064
Decoded-FT,decoded,MLP-MultiHead,KIP,0,10,Pol,XGBClassifier,centroid,0.3545739591414533
Encoded,encoded,MLP,KIP,2,10,Pol,XGBClassifier,centroid,0.43119504784070334
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,Pol,XGBClassifier,centroid,0.3645720196534781
Original,original,,KIP,4,10,Pol,XGBClassifier,centroid,0.4854328290664597
Decoded,decoded,GNN,KIP,3,10,Pol,XGBClassifier,centroid,0.39480863718644943
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,Pol,XGBClassifier,centroid,0.36566459787949307
Encoded,encoded,GNN,KIP,2,10,Pol,XGBClassifier,centroid,0.391404835790018
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,Pol,XGBClassifier,centroid,0.3467610550814585
Original,original,,KIP,4,10,Pol,XGBClassifier,centroid,0.4854328290664597
Decoded,decoded,MLP,KMeans,1,10,Pol,XGBClassifier,centroid,0.2497801913628135
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,Pol,XGBClassifier,centroid,0.3001373803982414
Encoded,encoded,MLP,KMeans,3,10,Pol,XGBClassifier,centroid,0.3070435738298422
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,Pol,XGBClassifier,centroid,0.22230411171450726
Original,original,,KMeans,4,10,Pol,XGBClassifier,centroid,0.42055857253685025
Decoded,decoded,GNN,KMeans,2,10,Pol,XGBClassifier,centroid,0.36291537367468313
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,Pol,XGBClassifier,centroid,0.37248513059219024
Encoded,encoded,GNN,KMeans,1,10,Pol,XGBClassifier,centroid,0.3233918412205844
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,Pol,XGBClassifier,centroid,0.2891614946987328
Original,original,,KMeans,4,10,Pol,XGBClassifier,centroid,0.42055857253685025
Decoded,decoded,MLP,KMeans,2,10,Pol,XGBClassifier,closest,0.2530304499612102
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,Pol,XGBClassifier,closest,0.29734128523403147
Encoded,encoded,MLP,KMeans,4,10,Pol,XGBClassifier,closest,0.3190716317558831
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,Pol,XGBClassifier,closest,0.21926234807344186
Original,original,,KMeans,0,10,Pol,XGBClassifier,closest,0.21607835531419695
Decoded,decoded,GNN,KMeans,2,10,Pol,XGBClassifier,closest,0.32140224980605114
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,Pol,XGBClassifier,closest,0.4201900698215669
Encoded,encoded,GNN,KMeans,3,10,Pol,XGBClassifier,closest,0.3648694078096715
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,Pol,XGBClassifier,closest,0.3079179596586501
Original,original,,KMeans,0,10,Pol,XGBClassifier,closest,0.21607835531419695
Decoded,decoded,MLP,Agglo,1,10,RoadSafety,GaussianNB,centroid,-0.1360710793372548
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,RoadSafety,GaussianNB,centroid,0.099038373857488
Encoded,encoded,MLP,Agglo,2,10,RoadSafety,GaussianNB,centroid,-0.0427951725308915
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,RoadSafety,GaussianNB,centroid,-0.1427576537986861
Original,original,,Agglo,4,10,RoadSafety,GaussianNB,centroid,0.1398849624524954
Decoded,decoded,GNN,Agglo,2,10,RoadSafety,GaussianNB,centroid,-0.0736172539654753
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,RoadSafety,GaussianNB,centroid,0.10024095273368
Encoded,encoded,GNN,Agglo,0,10,RoadSafety,GaussianNB,centroid,-0.1125538208040117
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,RoadSafety,GaussianNB,centroid,-0.1124438171132647
Original,original,,Agglo,4,10,RoadSafety,GaussianNB,centroid,0.1398849624524954
Decoded,decoded,MLP,Agglo,1,10,RoadSafety,GaussianNB,closest,-0.147072045349696
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,GaussianNB,closest,0.1486617025481578
Encoded,encoded,MLP,Agglo,2,10,RoadSafety,GaussianNB,closest,-0.0412913907988443
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,RoadSafety,GaussianNB,closest,-0.15938831596527
Original,original,,Agglo,3,10,RoadSafety,GaussianNB,closest,0.0537139879685522
Decoded,decoded,GNN,Agglo,1,10,RoadSafety,GaussianNB,closest,0.0277741291615247
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,RoadSafety,GaussianNB,closest,0.1105251039429816
Encoded,encoded,GNN,Agglo,3,10,RoadSafety,GaussianNB,closest,0.0561702555321028
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,GaussianNB,closest,-0.1272752014169487
Original,original,,Agglo,2,10,RoadSafety,GaussianNB,closest,0.0537139879685522
Decoded,decoded,MLP,KIP,3,10,RoadSafety,GaussianNB,centroid,0.14592230262867759
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,RoadSafety,GaussianNB,centroid,0.13130969840244894
Encoded,encoded,MLP,KIP,1,10,RoadSafety,GaussianNB,centroid,0.10426039494882729
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,RoadSafety,GaussianNB,centroid,-0.01368815059202016
Original,original,,KIP,4,10,RoadSafety,GaussianNB,centroid,0.14799058691231148
Decoded,decoded,GNN,KIP,4,10,RoadSafety,GaussianNB,centroid,0.15246506523228417
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,RoadSafety,GaussianNB,centroid,0.13276535023663688
Encoded,encoded,GNN,KIP,1,10,RoadSafety,GaussianNB,centroid,0.1099433857063444
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,RoadSafety,GaussianNB,centroid,0.0017197323245117004
Original,original,,KIP,3,10,RoadSafety,GaussianNB,centroid,0.14799058691231148
Decoded,decoded,MLP,KMeans,1,10,RoadSafety,GaussianNB,centroid,-0.1276376882911827
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,GaussianNB,centroid,0.14225922986958126
Encoded,encoded,MLP,KMeans,2,10,RoadSafety,GaussianNB,centroid,-0.030061117114580437
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,GaussianNB,centroid,-0.16349597603060878
Original,original,,KMeans,3,10,RoadSafety,GaussianNB,centroid,0.06045506045988604
Decoded,decoded,GNN,KMeans,3,10,RoadSafety,GaussianNB,centroid,0.09029256468889163
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,RoadSafety,GaussianNB,centroid,0.11829593227745869
Encoded,encoded,GNN,KMeans,1,10,RoadSafety,GaussianNB,centroid,-0.017920456037527517
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,GaussianNB,centroid,-0.13216071675319907
Original,original,,KMeans,2,10,RoadSafety,GaussianNB,centroid,0.06045506045988604
Decoded,decoded,MLP,KMeans,2,10,RoadSafety,GaussianNB,closest,-0.06977245424967507
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,GaussianNB,closest,0.11734986710852158
Encoded,encoded,MLP,KMeans,3,10,RoadSafety,GaussianNB,closest,-0.006080962000064282
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,GaussianNB,closest,-0.1341961097661572
Original,original,,KMeans,1,10,RoadSafety,GaussianNB,closest,-0.07447169396347633
Decoded,decoded,GNN,KMeans,3,10,RoadSafety,GaussianNB,closest,0.0917091600791998
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,RoadSafety,GaussianNB,closest,0.10027563004213924
Encoded,encoded,GNN,KMeans,2,10,RoadSafety,GaussianNB,closest,0.04994211016973494
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,GaussianNB,closest,-0.1303076070429391
Original,original,,KMeans,1,10,RoadSafety,GaussianNB,closest,-0.07447169396347633
Decoded,decoded,MLP,Agglo,3,10,RoadSafety,KNeighborsClassifier,centroid,0.1210610127859224
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,KNeighborsClassifier,centroid,0.1830853212432976
Encoded,encoded,MLP,Agglo,2,10,RoadSafety,KNeighborsClassifier,centroid,0.1000618013978711
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,RoadSafety,KNeighborsClassifier,centroid,0.0922488462720414
Original,original,,Agglo,0,10,RoadSafety,KNeighborsClassifier,centroid,0.0666836280658762
Decoded,decoded,GNN,Agglo,4,10,RoadSafety,KNeighborsClassifier,centroid,0.135838549298737
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,RoadSafety,KNeighborsClassifier,centroid,0.1162504808902388
Encoded,encoded,GNN,Agglo,2,10,RoadSafety,KNeighborsClassifier,centroid,0.0980687214228959
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,KNeighborsClassifier,centroid,0.0189289056685053
Original,original,,Agglo,1,10,RoadSafety,KNeighborsClassifier,centroid,0.0666836280658762
Decoded,decoded,MLP,Agglo,1,10,RoadSafety,KNeighborsClassifier,closest,0.0987302219355567
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,KNeighborsClassifier,closest,0.2112473690275491
Encoded,encoded,MLP,Agglo,3,10,RoadSafety,KNeighborsClassifier,closest,0.1116022756077264
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,RoadSafety,KNeighborsClassifier,closest,0.106697579021446
Original,original,,Agglo,0,10,RoadSafety,KNeighborsClassifier,closest,0.0802974490809091
Decoded,decoded,GNN,Agglo,3,10,RoadSafety,KNeighborsClassifier,closest,0.1595999381520446
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,RoadSafety,KNeighborsClassifier,closest,0.1927192923134203
Encoded,encoded,GNN,Agglo,2,10,RoadSafety,KNeighborsClassifier,closest,0.1337724139278908
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,KNeighborsClassifier,closest,0.0694138592732769
Original,original,,Agglo,1,10,RoadSafety,KNeighborsClassifier,closest,0.0802974490809091
Decoded,decoded,MLP,KIP,1,10,RoadSafety,KNeighborsClassifier,centroid,0.24867689843064217
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,RoadSafety,KNeighborsClassifier,centroid,0.26414307343069743
Encoded,encoded,MLP,KIP,2,10,RoadSafety,KNeighborsClassifier,centroid,0.25656366971904154
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,RoadSafety,KNeighborsClassifier,centroid,0.20006833626494314
Original,original,,KIP,4,10,RoadSafety,KNeighborsClassifier,centroid,0.26600853875429253
Decoded,decoded,GNN,KIP,1,10,RoadSafety,KNeighborsClassifier,centroid,0.23207841333308613
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,RoadSafety,KNeighborsClassifier,centroid,0.252739253920259
Encoded,encoded,GNN,KIP,2,10,RoadSafety,KNeighborsClassifier,centroid,0.2473294617374518
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,RoadSafety,KNeighborsClassifier,centroid,0.12470190352446064
Original,original,,KIP,4,10,RoadSafety,KNeighborsClassifier,centroid,0.26600853875429253
Decoded,decoded,MLP,KMeans,2,10,RoadSafety,KNeighborsClassifier,centroid,0.11553126711013077
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,KNeighborsClassifier,centroid,0.14287963132453302
Encoded,encoded,MLP,KMeans,3,10,RoadSafety,KNeighborsClassifier,centroid,0.12300901535283651
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,KNeighborsClassifier,centroid,0.06087940608608
Original,original,,KMeans,1,10,RoadSafety,KNeighborsClassifier,centroid,0.09919646692020466
Decoded,decoded,GNN,KMeans,3,10,RoadSafety,KNeighborsClassifier,centroid,0.18649587797682526
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,RoadSafety,KNeighborsClassifier,centroid,0.2172159958607951
Encoded,encoded,GNN,KMeans,2,10,RoadSafety,KNeighborsClassifier,centroid,0.1663228988468252
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,KNeighborsClassifier,centroid,0.012719115791772182
Original,original,,KMeans,1,10,RoadSafety,KNeighborsClassifier,centroid,0.09919646692020466
Decoded,decoded,MLP,KMeans,3,10,RoadSafety,KNeighborsClassifier,closest,0.13619497245940343
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,KNeighborsClassifier,closest,0.20671728268082606
Encoded,encoded,MLP,KMeans,2,10,RoadSafety,KNeighborsClassifier,closest,0.12158247675345099
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,KNeighborsClassifier,closest,0.09266264986472456
Original,original,,KMeans,1,10,RoadSafety,KNeighborsClassifier,closest,0.09829998063115711
Decoded,decoded,GNN,KMeans,2,10,RoadSafety,KNeighborsClassifier,closest,0.1636525027327422
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,RoadSafety,KNeighborsClassifier,closest,0.19577909597558268
Encoded,encoded,GNN,KMeans,3,10,RoadSafety,KNeighborsClassifier,closest,0.18621193171235267
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,KNeighborsClassifier,closest,0.01580923719557572
Original,original,,KMeans,1,10,RoadSafety,KNeighborsClassifier,closest,0.09829998063115711
Decoded,decoded,MLP,Agglo,2,10,RoadSafety,LogisticRegression,centroid,0.0159230696397394
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,LogisticRegression,centroid,0.119672223066915
Encoded,encoded,MLP,Agglo,3,10,RoadSafety,LogisticRegression,centroid,0.0210287972020712
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,RoadSafety,LogisticRegression,centroid,-0.0204242523974352
Original,original,,Agglo,1,10,RoadSafety,LogisticRegression,centroid,0.005452363121722
Decoded,decoded,GNN,Agglo,4,10,RoadSafety,LogisticRegression,centroid,0.0667124112038682
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,RoadSafety,LogisticRegression,centroid,0.0413793553441699
Encoded,encoded,GNN,Agglo,2,10,RoadSafety,LogisticRegression,centroid,0.0154903920624204
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,LogisticRegression,centroid,0.0049294828673399
Original,original,,Agglo,1,10,RoadSafety,LogisticRegression,centroid,0.005452363121722
Decoded,decoded,MLP,Agglo,1,10,RoadSafety,LogisticRegression,closest,0.0169623775133696
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,LogisticRegression,closest,0.1611497204104168
Encoded,encoded,MLP,Agglo,3,10,RoadSafety,LogisticRegression,closest,0.0281265926071405
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,RoadSafety,LogisticRegression,closest,-0.0100405686978871
Original,original,,Agglo,2,10,RoadSafety,LogisticRegression,closest,0.0223319197726218
Decoded,decoded,GNN,Agglo,3,10,RoadSafety,LogisticRegression,closest,0.0643862826970895
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,RoadSafety,LogisticRegression,closest,0.1571451014799731
Encoded,encoded,GNN,Agglo,2,10,RoadSafety,LogisticRegression,closest,0.0248381232586079
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,LogisticRegression,closest,0.0084703896265247
Original,original,,Agglo,1,10,RoadSafety,LogisticRegression,closest,0.0223319197726218
Decoded,decoded,MLP,KIP,2,10,RoadSafety,LogisticRegression,centroid,0.22026778890070972
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,RoadSafety,LogisticRegression,centroid,0.22235641087832506
Encoded,encoded,MLP,KIP,3,10,RoadSafety,LogisticRegression,centroid,0.2204413121323075
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,RoadSafety,LogisticRegression,centroid,0.06591203666608211
Original,original,,KIP,1,10,RoadSafety,LogisticRegression,centroid,0.18194934479065278
Decoded,decoded,GNN,KIP,1,10,RoadSafety,LogisticRegression,centroid,0.1693111351534575
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,RoadSafety,LogisticRegression,centroid,0.18162357034254495
Encoded,encoded,GNN,KIP,4,10,RoadSafety,LogisticRegression,centroid,0.19265754751361738
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,RoadSafety,LogisticRegression,centroid,0.09855422050706696
Original,original,,KIP,3,10,RoadSafety,LogisticRegression,centroid,0.18194934479065278
Decoded,decoded,MLP,KMeans,2,10,RoadSafety,LogisticRegression,centroid,0.015958004722564822
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,LogisticRegression,centroid,0.11451656140044186
Encoded,encoded,MLP,KMeans,3,10,RoadSafety,LogisticRegression,centroid,0.02336492161498854
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,LogisticRegression,centroid,-0.02348814939487752
Original,original,,KMeans,1,10,RoadSafety,LogisticRegression,centroid,0.00425808050334428
Decoded,decoded,GNN,KMeans,4,10,RoadSafety,LogisticRegression,centroid,0.15271588263897656
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,RoadSafety,LogisticRegression,centroid,0.1353195597345366
Encoded,encoded,GNN,KMeans,2,10,RoadSafety,LogisticRegression,centroid,0.03972202543405752
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,LogisticRegression,centroid,-0.00981838950011526
Original,original,,KMeans,1,10,RoadSafety,LogisticRegression,centroid,0.00425808050334428
Decoded,decoded,MLP,KMeans,3,10,RoadSafety,LogisticRegression,closest,0.03771675498362552
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,LogisticRegression,closest,0.16009089563845527
Encoded,encoded,MLP,KMeans,2,10,RoadSafety,LogisticRegression,closest,0.033680948660842154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,LogisticRegression,closest,-6.870972374846003e-05
Original,original,,KMeans,1,10,RoadSafety,LogisticRegression,closest,0.016615601544638918
Decoded,decoded,GNN,KMeans,3,10,RoadSafety,LogisticRegression,closest,0.12361560287646281
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,RoadSafety,LogisticRegression,closest,0.12899510593951843
Encoded,encoded,GNN,KMeans,2,10,RoadSafety,LogisticRegression,closest,0.07954989266789948
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,LogisticRegression,closest,0.00580919694188864
Original,original,,KMeans,1,10,RoadSafety,LogisticRegression,closest,0.016615601544638918
Decoded,decoded,MLP,Agglo,2,10,RoadSafety,MLPClassifier,centroid,0.1652957174167598
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,MLPClassifier,centroid,0.2111399981416588
Encoded,encoded,MLP,Agglo,1,10,RoadSafety,MLPClassifier,centroid,0.1271072796811179
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,RoadSafety,MLPClassifier,centroid,0.1107198533190801
Original,original,,Agglo,3,10,RoadSafety,MLPClassifier,centroid,0.1664591543780928
Decoded,decoded,GNN,Agglo,3,10,RoadSafety,MLPClassifier,centroid,0.2070431346335607
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,RoadSafety,MLPClassifier,centroid,0.2431034638285097
Encoded,encoded,GNN,Agglo,0,10,RoadSafety,MLPClassifier,centroid,0.1209997590649971
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,RoadSafety,MLPClassifier,centroid,0.1315134608620632
Original,original,,Agglo,2,10,RoadSafety,MLPClassifier,centroid,0.1664591543780928
Decoded,decoded,MLP,Agglo,2,10,RoadSafety,MLPClassifier,closest,0.1914385302791434
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,RoadSafety,MLPClassifier,closest,0.2758654959548615
Encoded,encoded,MLP,Agglo,1,10,RoadSafety,MLPClassifier,closest,0.1458213770498866
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,RoadSafety,MLPClassifier,closest,0.1111037887153688
Original,original,,Agglo,3,10,RoadSafety,MLPClassifier,closest,0.2099289866169746
Decoded,decoded,GNN,Agglo,3,10,RoadSafety,MLPClassifier,closest,0.2378917617255572
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,RoadSafety,MLPClassifier,closest,0.2619358427405928
Encoded,encoded,GNN,Agglo,1,10,RoadSafety,MLPClassifier,closest,0.1338358429638003
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,MLPClassifier,closest,0.1280283520047659
Original,original,,Agglo,2,10,RoadSafety,MLPClassifier,closest,0.2099289866169746
Decoded,decoded,MLP,KIP,3,10,RoadSafety,MLPClassifier,centroid,0.30041530251048876
Decoded-FT,decoded,MLP-MultiHead,KIP,4,10,RoadSafety,MLPClassifier,centroid,0.30709299845759896
Encoded,encoded,MLP,KIP,1,10,RoadSafety,MLPClassifier,centroid,0.27522961828874676
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,RoadSafety,MLPClassifier,centroid,0.15022445915109445
Original,original,,KIP,2,10,RoadSafety,MLPClassifier,centroid,0.27863709888800026
Decoded,decoded,GNN,KIP,2,10,RoadSafety,MLPClassifier,centroid,0.27013943516062017
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,RoadSafety,MLPClassifier,centroid,0.2891979694165471
Encoded,encoded,GNN,KIP,1,10,RoadSafety,MLPClassifier,centroid,0.2582795576897474
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,RoadSafety,MLPClassifier,centroid,0.16401991483396824
Original,original,,KIP,3,10,RoadSafety,MLPClassifier,centroid,0.27863709888800026
Decoded,decoded,MLP,KMeans,3,10,RoadSafety,MLPClassifier,centroid,0.19357606518737125
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,MLPClassifier,centroid,0.23367234990543465
Encoded,encoded,MLP,KMeans,1,10,RoadSafety,MLPClassifier,centroid,0.13114293820909076
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,MLPClassifier,centroid,0.07844597974740311
Original,original,,KMeans,2,10,RoadSafety,MLPClassifier,centroid,0.15877453790922527
Decoded,decoded,GNN,KMeans,3,10,RoadSafety,MLPClassifier,centroid,0.24298995634374326
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,RoadSafety,MLPClassifier,centroid,0.27339608650055425
Encoded,encoded,GNN,KMeans,1,10,RoadSafety,MLPClassifier,centroid,0.14481125045635318
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,MLPClassifier,centroid,0.10681835173931502
Original,original,,KMeans,2,10,RoadSafety,MLPClassifier,centroid,0.15877453790922527
Decoded,decoded,MLP,KMeans,3,10,RoadSafety,MLPClassifier,closest,0.2119751761499397
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,MLPClassifier,closest,0.2622091981756528
Encoded,encoded,MLP,KMeans,1,10,RoadSafety,MLPClassifier,closest,0.14482896686218588
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,RoadSafety,MLPClassifier,closest,0.13331290646252375
Original,original,,KMeans,2,10,RoadSafety,MLPClassifier,closest,0.18039321824691654
Decoded,decoded,GNN,KMeans,4,10,RoadSafety,MLPClassifier,closest,0.24052719330865874
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,RoadSafety,MLPClassifier,closest,0.236412233388522
Encoded,encoded,GNN,KMeans,2,10,RoadSafety,MLPClassifier,closest,0.20001718697971066
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,MLPClassifier,closest,0.11477854096100719
Original,original,,KMeans,1,10,RoadSafety,MLPClassifier,closest,0.18039321824691654
Decoded,decoded,MLP,Agglo,0,10,RoadSafety,XGBClassifier,centroid,0.1340516214219349
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,RoadSafety,XGBClassifier,centroid,0.1695261679991774
Encoded,encoded,MLP,Agglo,3,10,RoadSafety,XGBClassifier,centroid,0.2053745027909342
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,RoadSafety,XGBClassifier,centroid,0.1762998057903155
Original,original,,Agglo,4,10,RoadSafety,XGBClassifier,centroid,0.296306835863785
Decoded,decoded,GNN,Agglo,1,10,RoadSafety,XGBClassifier,centroid,0.1340516214219349
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,10,RoadSafety,XGBClassifier,centroid,0.1331380278864061
Encoded,encoded,GNN,Agglo,3,10,RoadSafety,XGBClassifier,centroid,0.2169496600572267
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,RoadSafety,XGBClassifier,centroid,0.1421235925346314
Original,original,,Agglo,4,10,RoadSafety,XGBClassifier,centroid,0.296306835863785
Decoded,decoded,MLP,Agglo,1,10,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,RoadSafety,XGBClassifier,closest,0.191295186061479
Encoded,encoded,MLP,Agglo,4,10,RoadSafety,XGBClassifier,closest,0.228899450062205
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,RoadSafety,XGBClassifier,closest,0.1555857981982067
Original,original,,Agglo,0,10,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,Agglo,2,10,RoadSafety,XGBClassifier,closest,0.1390771032588444
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,RoadSafety,XGBClassifier,closest,0.3174312822032731
Encoded,encoded,GNN,Agglo,3,10,RoadSafety,XGBClassifier,closest,0.1979927531108411
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,RoadSafety,XGBClassifier,closest,0.129779337094293
Original,original,,Agglo,1,10,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,KIP,3,10,RoadSafety,XGBClassifier,centroid,0.34904956977305235
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,RoadSafety,XGBClassifier,centroid,0.3067889082411047
Encoded,encoded,MLP,KIP,2,10,RoadSafety,XGBClassifier,centroid,0.32640914987636066
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,RoadSafety,XGBClassifier,centroid,0.23975433718101566
Original,original,,KIP,4,10,RoadSafety,XGBClassifier,centroid,0.3610815692116344
Decoded,decoded,GNN,KIP,2,10,RoadSafety,XGBClassifier,centroid,0.2886077539560009
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,RoadSafety,XGBClassifier,centroid,0.2628372695817958
Encoded,encoded,GNN,KIP,3,10,RoadSafety,XGBClassifier,centroid,0.3323692729705716
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,RoadSafety,XGBClassifier,centroid,0.22841008190413353
Original,original,,KIP,4,10,RoadSafety,XGBClassifier,centroid,0.3610815692116344
Decoded,decoded,MLP,KMeans,0,10,RoadSafety,XGBClassifier,centroid,0.13424950524050855
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,RoadSafety,XGBClassifier,centroid,0.2816683478751617
Encoded,encoded,MLP,KMeans,2,10,RoadSafety,XGBClassifier,centroid,0.2110234904670746
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,RoadSafety,XGBClassifier,centroid,0.17198953240440146
Original,original,,KMeans,4,10,RoadSafety,XGBClassifier,centroid,0.296306835863785
Decoded,decoded,GNN,KMeans,4,10,RoadSafety,XGBClassifier,centroid,0.3685123358011177
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,RoadSafety,XGBClassifier,centroid,0.26840373180883575
Encoded,encoded,GNN,KMeans,1,10,RoadSafety,XGBClassifier,centroid,0.24912897139080833
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,RoadSafety,XGBClassifier,centroid,0.16501520842738496
Original,original,,KMeans,3,10,RoadSafety,XGBClassifier,centroid,0.296306835863785
Decoded,decoded,MLP,KMeans,1,10,RoadSafety,XGBClassifier,closest,0.16758493565751953
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,RoadSafety,XGBClassifier,closest,0.24109816946933962
Encoded,encoded,MLP,KMeans,3,10,RoadSafety,XGBClassifier,closest,0.24065028470181143
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,RoadSafety,XGBClassifier,closest,0.20492623662539322
Original,original,,KMeans,0,10,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,KMeans,2,10,RoadSafety,XGBClassifier,closest,0.20955917999499857
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,RoadSafety,XGBClassifier,closest,0.21640673816959208
Encoded,encoded,GNN,KMeans,4,10,RoadSafety,XGBClassifier,closest,0.2804324584892305
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,RoadSafety,XGBClassifier,closest,0.1631068453297204
Original,original,,KMeans,0,10,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,Agglo,4,10,TencentCTRSmall,GaussianNB,centroid,0.0207350293011151
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,TencentCTRSmall,GaussianNB,centroid,-0.0274433586167809
Encoded,encoded,MLP,Agglo,1,10,TencentCTRSmall,GaussianNB,centroid,-0.0489837893635607
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,GaussianNB,centroid,-0.0882103952824499
Original,original,,Agglo,2,10,TencentCTRSmall,GaussianNB,centroid,-0.0391976207421016
Decoded,decoded,GNN,Agglo,1,10,TencentCTRSmall,GaussianNB,centroid,-0.071779857968769
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,TencentCTRSmall,GaussianNB,centroid,0.0220125026593899
Encoded,encoded,GNN,Agglo,0,10,TencentCTRSmall,GaussianNB,centroid,-0.0851835698878023
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,TencentCTRSmall,GaussianNB,centroid,-0.0515951605575898
Original,original,,Agglo,3,10,TencentCTRSmall,GaussianNB,centroid,-0.0391976207421016
Decoded,decoded,MLP,Agglo,1,10,TencentCTRSmall,GaussianNB,closest,-0.0803671996783032
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,GaussianNB,closest,-0.0883431473921359
Encoded,encoded,MLP,Agglo,4,10,TencentCTRSmall,GaussianNB,closest,0.0011798899297573
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,10,TencentCTRSmall,GaussianNB,closest,-0.0798460461996665
Original,original,,Agglo,3,10,TencentCTRSmall,GaussianNB,closest,-0.0015959238339118
Decoded,decoded,GNN,Agglo,0,10,TencentCTRSmall,GaussianNB,closest,-0.1145847805793131
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,TencentCTRSmall,GaussianNB,closest,-0.0010670409747985
Encoded,encoded,GNN,Agglo,2,10,TencentCTRSmall,GaussianNB,closest,-0.0473183011053593
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,TencentCTRSmall,GaussianNB,closest,-0.1130885657535498
Original,original,,Agglo,3,10,TencentCTRSmall,GaussianNB,closest,-0.0015959238339118
Decoded,decoded,MLP,KIP,1,10,TencentCTRSmall,GaussianNB,centroid,0.00020799762862615967
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,TencentCTRSmall,GaussianNB,centroid,0.002522792493766779
Encoded,encoded,MLP,KIP,3,10,TencentCTRSmall,GaussianNB,centroid,0.003867163640066759
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TencentCTRSmall,GaussianNB,centroid,-0.004186618935165718
Original,original,,KIP,4,10,TencentCTRSmall,GaussianNB,centroid,0.0378278972278384
Decoded,decoded,GNN,KIP,1,10,TencentCTRSmall,GaussianNB,centroid,-0.00164975896893156
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,TencentCTRSmall,GaussianNB,centroid,0.01567135756326646
Encoded,encoded,GNN,KIP,0,10,TencentCTRSmall,GaussianNB,centroid,-0.024037097934535623
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,TencentCTRSmall,GaussianNB,centroid,0.024186390918441703
Original,original,,KIP,4,10,TencentCTRSmall,GaussianNB,centroid,0.0378278972278384
Decoded,decoded,MLP,KMeans,1,10,TencentCTRSmall,GaussianNB,centroid,-0.08886186611592246
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,TencentCTRSmall,GaussianNB,centroid,-0.0859291845754802
Encoded,encoded,MLP,KMeans,3,10,TencentCTRSmall,GaussianNB,centroid,-0.06448788313331304
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TencentCTRSmall,GaussianNB,centroid,-0.08898553620354852
Original,original,,KMeans,4,10,TencentCTRSmall,GaussianNB,centroid,-0.03566162240855608
Decoded,decoded,GNN,KMeans,4,10,TencentCTRSmall,GaussianNB,centroid,0.008976825191751435
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,TencentCTRSmall,GaussianNB,centroid,-0.04525969655611658
Encoded,encoded,GNN,KMeans,3,10,TencentCTRSmall,GaussianNB,centroid,-0.00951815235343212
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,GaussianNB,centroid,-0.0795826289130229
Original,original,,KMeans,2,10,TencentCTRSmall,GaussianNB,centroid,-0.03566162240855608
Decoded,decoded,MLP,KMeans,0,10,TencentCTRSmall,GaussianNB,closest,-0.09300790580358595
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TencentCTRSmall,GaussianNB,closest,-0.02079458417768754
Encoded,encoded,MLP,KMeans,1,10,TencentCTRSmall,GaussianNB,closest,-0.05376050785121476
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,TencentCTRSmall,GaussianNB,closest,-0.04797355933526546
Original,original,,KMeans,4,10,TencentCTRSmall,GaussianNB,closest,0.033683789885294003
Decoded,decoded,GNN,KMeans,2,10,TencentCTRSmall,GaussianNB,closest,-0.0218356544340847
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,10,TencentCTRSmall,GaussianNB,closest,-0.047048970842651215
Encoded,encoded,GNN,KMeans,3,10,TencentCTRSmall,GaussianNB,closest,-0.01058666191052112
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,GaussianNB,closest,-0.07847655456681737
Original,original,,KMeans,4,10,TencentCTRSmall,GaussianNB,closest,0.033683789885294003
Decoded,decoded,MLP,Agglo,3,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.0044397858720472
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.0297961666604275
Encoded,encoded,MLP,Agglo,2,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0194487702616704
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0566128851121177
Original,original,,Agglo,1,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0557206229176805
Decoded,decoded,GNN,Agglo,0,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0651042563545839
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0440304346198479
Encoded,encoded,GNN,Agglo,2,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0498482012503276
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0498096432448619
Original,original,,Agglo,1,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0557206229176805
Decoded,decoded,MLP,Agglo,3,10,TencentCTRSmall,KNeighborsClassifier,closest,0.0124321491408678
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.0730084603002283
Encoded,encoded,MLP,Agglo,2,10,TencentCTRSmall,KNeighborsClassifier,closest,0.0083805637704487
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.0780202523116086
Original,original,,Agglo,4,10,TencentCTRSmall,KNeighborsClassifier,closest,0.0691977688765769
Decoded,decoded,GNN,Agglo,2,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.006395388013327
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.0726958784112604
Encoded,encoded,GNN,Agglo,3,10,TencentCTRSmall,KNeighborsClassifier,closest,0.0210564144798412
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.0792469958447198
Original,original,,Agglo,4,10,TencentCTRSmall,KNeighborsClassifier,closest,0.0691977688765769
Decoded,decoded,MLP,KIP,2,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.031751057537528556
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.033915396997716465
Encoded,encoded,MLP,KIP,0,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0026441807359712994
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.0040375472616329
Original,original,,KIP,4,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.060612697937333794
Decoded,decoded,GNN,KIP,0,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0023392730131396216
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.023969565380152
Encoded,encoded,GNN,KIP,1,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.011898064612735338
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.021874780069629018
Original,original,,KIP,4,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.060612697937333794
Decoded,decoded,MLP,KMeans,3,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02249706135589414
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.00514786807921238
Encoded,encoded,MLP,KMeans,2,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02636349343016502
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0575833114962752
Original,original,,KMeans,1,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04164163515891138
Decoded,decoded,GNN,KMeans,3,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.004895593905588999
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.03630655486092908
Encoded,encoded,GNN,KMeans,4,10,TencentCTRSmall,KNeighborsClassifier,centroid,0.00142582263317486
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04426275596151686
Original,original,,KMeans,1,10,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04164163515891138
Decoded,decoded,MLP,KMeans,1,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.01751884850073
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.0027717590686183206
Encoded,encoded,MLP,KMeans,0,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.0395460637142964
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.010171826451540422
Original,original,,KMeans,4,10,TencentCTRSmall,KNeighborsClassifier,closest,0.01188866843858794
Decoded,decoded,GNN,KMeans,4,10,TencentCTRSmall,KNeighborsClassifier,closest,0.0221839928124883
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.05869370718376814
Encoded,encoded,GNN,KMeans,3,10,TencentCTRSmall,KNeighborsClassifier,closest,0.01850091715644068
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,TencentCTRSmall,KNeighborsClassifier,closest,-0.045504885261857475
Original,original,,KMeans,2,10,TencentCTRSmall,KNeighborsClassifier,closest,0.01188866843858794
Decoded,decoded,MLP,Agglo,3,10,TencentCTRSmall,LogisticRegression,centroid,0.1307246927665552
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TencentCTRSmall,LogisticRegression,centroid,0.1396840765083667
Encoded,encoded,MLP,Agglo,2,10,TencentCTRSmall,LogisticRegression,centroid,0.0902849962986243
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,TencentCTRSmall,LogisticRegression,centroid,0.0364270906031283
Original,original,,Agglo,0,10,TencentCTRSmall,LogisticRegression,centroid,0.0278787746488187
Decoded,decoded,GNN,Agglo,4,10,TencentCTRSmall,LogisticRegression,centroid,0.1320424852442555
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TencentCTRSmall,LogisticRegression,centroid,0.1063481000995807
Encoded,encoded,GNN,Agglo,2,10,TencentCTRSmall,LogisticRegression,centroid,0.0791205171781712
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,TencentCTRSmall,LogisticRegression,centroid,0.0549182390825468
Original,original,,Agglo,0,10,TencentCTRSmall,LogisticRegression,centroid,0.0278787746488187
Decoded,decoded,MLP,Agglo,2,10,TencentCTRSmall,LogisticRegression,closest,0.1113460808755407
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,10,TencentCTRSmall,LogisticRegression,closest,0.0835164224871575
Encoded,encoded,MLP,Agglo,4,10,TencentCTRSmall,LogisticRegression,closest,0.1294170124601212
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,LogisticRegression,closest,0.0709808613515383
Original,original,,Agglo,3,10,TencentCTRSmall,LogisticRegression,closest,0.121401270859162
Decoded,decoded,GNN,Agglo,0,10,TencentCTRSmall,LogisticRegression,closest,0.0629750714111903
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,TencentCTRSmall,LogisticRegression,closest,0.0681874944222547
Encoded,encoded,GNN,Agglo,3,10,TencentCTRSmall,LogisticRegression,closest,0.0862842682222931
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,TencentCTRSmall,LogisticRegression,closest,0.0737666842800358
Original,original,,Agglo,4,10,TencentCTRSmall,LogisticRegression,closest,0.121401270859162
Decoded,decoded,MLP,KIP,4,10,TencentCTRSmall,LogisticRegression,centroid,0.17655475435770368
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,TencentCTRSmall,LogisticRegression,centroid,0.14656844270636368
Encoded,encoded,MLP,KIP,0,10,TencentCTRSmall,LogisticRegression,centroid,0.12400523521552398
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,TencentCTRSmall,LogisticRegression,centroid,0.134160808562794
Original,original,,KIP,3,10,TencentCTRSmall,LogisticRegression,centroid,0.1536715528250196
Decoded,decoded,GNN,KIP,0,10,TencentCTRSmall,LogisticRegression,centroid,0.12658493036084711
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,TencentCTRSmall,LogisticRegression,centroid,0.16602024745606658
Encoded,encoded,GNN,KIP,1,10,TencentCTRSmall,LogisticRegression,centroid,0.1442845365961083
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,TencentCTRSmall,LogisticRegression,centroid,0.16395065517239157
Original,original,,KIP,2,10,TencentCTRSmall,LogisticRegression,centroid,0.1536715528250196
Decoded,decoded,MLP,KMeans,3,10,TencentCTRSmall,LogisticRegression,centroid,0.08062129180259245
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TencentCTRSmall,LogisticRegression,centroid,0.08400665412971439
Encoded,encoded,MLP,KMeans,2,10,TencentCTRSmall,LogisticRegression,centroid,0.06900536041383491
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,TencentCTRSmall,LogisticRegression,centroid,0.0430422162283976
Original,original,,KMeans,0,10,TencentCTRSmall,LogisticRegression,centroid,0.037336832893641064
Decoded,decoded,GNN,KMeans,4,10,TencentCTRSmall,LogisticRegression,centroid,0.16569380088589042
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TencentCTRSmall,LogisticRegression,centroid,0.12167057563615184
Encoded,encoded,GNN,KMeans,2,10,TencentCTRSmall,LogisticRegression,centroid,0.0905496462666184
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,TencentCTRSmall,LogisticRegression,centroid,0.05917173933840077
Original,original,,KMeans,0,10,TencentCTRSmall,LogisticRegression,centroid,0.037336832893641064
Decoded,decoded,MLP,KMeans,2,10,TencentCTRSmall,LogisticRegression,closest,0.09370204342904685
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TencentCTRSmall,LogisticRegression,closest,0.10903610783491033
Encoded,encoded,MLP,KMeans,0,10,TencentCTRSmall,LogisticRegression,closest,0.0863663212691384
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,TencentCTRSmall,LogisticRegression,closest,0.0865366551762439
Original,original,,KMeans,4,10,TencentCTRSmall,LogisticRegression,closest,0.1493087448130981
Decoded,decoded,GNN,KMeans,4,10,TencentCTRSmall,LogisticRegression,closest,0.15222952510033513
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,LogisticRegression,closest,0.08125206657468328
Encoded,encoded,GNN,KMeans,2,10,TencentCTRSmall,LogisticRegression,closest,0.13747625244859002
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,TencentCTRSmall,LogisticRegression,closest,0.09601760224047182
Original,original,,KMeans,3,10,TencentCTRSmall,LogisticRegression,closest,0.1493087448130981
Decoded,decoded,MLP,Agglo,3,10,TencentCTRSmall,MLPClassifier,centroid,-0.0210106323464393
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TencentCTRSmall,MLPClassifier,centroid,0.0030726470368091
Encoded,encoded,MLP,Agglo,2,10,TencentCTRSmall,MLPClassifier,centroid,-0.0860346957562439
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,MLPClassifier,centroid,-0.1362113613863488
Original,original,,Agglo,1,10,TencentCTRSmall,MLPClassifier,centroid,-0.1317061756192944
Decoded,decoded,GNN,Agglo,4,10,TencentCTRSmall,MLPClassifier,centroid,-0.0724381168732462
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TencentCTRSmall,MLPClassifier,centroid,-0.0805011146254758
Encoded,encoded,GNN,Agglo,1,10,TencentCTRSmall,MLPClassifier,centroid,-0.103596895252984
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,TencentCTRSmall,MLPClassifier,centroid,-0.0986574723890025
Original,original,,Agglo,0,10,TencentCTRSmall,MLPClassifier,centroid,-0.1317061756192944
Decoded,decoded,MLP,Agglo,1,10,TencentCTRSmall,MLPClassifier,closest,-0.0638241723645416
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,TencentCTRSmall,MLPClassifier,closest,-0.0597161852570043
Encoded,encoded,MLP,Agglo,3,10,TencentCTRSmall,MLPClassifier,closest,-0.0400530189798844
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,MLPClassifier,closest,-0.1192068604445692
Original,original,,Agglo,4,10,TencentCTRSmall,MLPClassifier,closest,0.0004541066753294
Decoded,decoded,GNN,Agglo,0,10,TencentCTRSmall,MLPClassifier,closest,-0.1103616186105804
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,TencentCTRSmall,MLPClassifier,closest,-0.0913799981635108
Encoded,encoded,GNN,Agglo,3,10,TencentCTRSmall,MLPClassifier,closest,-0.0478762314315898
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,10,TencentCTRSmall,MLPClassifier,closest,-0.0727211136840823
Original,original,,Agglo,4,10,TencentCTRSmall,MLPClassifier,closest,0.0004541066753294
Decoded,decoded,MLP,KIP,4,10,TencentCTRSmall,MLPClassifier,centroid,0.01060040078675802
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,TencentCTRSmall,MLPClassifier,centroid,0.0017099797754698601
Encoded,encoded,MLP,KIP,0,10,TencentCTRSmall,MLPClassifier,centroid,-0.05874153420924093
Encoded-FT,encoded,MLP-MultiHead,KIP,1,10,TencentCTRSmall,MLPClassifier,centroid,-0.05447011499663179
Original,original,,KIP,2,10,TencentCTRSmall,MLPClassifier,centroid,-0.00475241733676666
Decoded,decoded,GNN,KIP,0,10,TencentCTRSmall,MLPClassifier,centroid,-0.0411805307453755
Decoded-FT,decoded,GNN-MultiHead,KIP,4,10,TencentCTRSmall,MLPClassifier,centroid,0.00968856075576922
Encoded,encoded,GNN,KIP,1,10,TencentCTRSmall,MLPClassifier,centroid,-0.014354130673150538
Encoded-FT,encoded,GNN-MultiHead,KIP,2,10,TencentCTRSmall,MLPClassifier,centroid,-0.0065074219627132
Original,original,,KIP,3,10,TencentCTRSmall,MLPClassifier,centroid,-0.00475241733676666
Decoded,decoded,MLP,KMeans,3,10,TencentCTRSmall,MLPClassifier,centroid,-0.0876101411241629
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TencentCTRSmall,MLPClassifier,centroid,-0.08634446827079109
Encoded,encoded,MLP,KMeans,0,10,TencentCTRSmall,MLPClassifier,centroid,-0.11596962385151917
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,TencentCTRSmall,MLPClassifier,centroid,-0.10663296683285102
Original,original,,KMeans,2,10,TencentCTRSmall,MLPClassifier,centroid,-0.0878556365171215
Decoded,decoded,GNN,KMeans,4,10,TencentCTRSmall,MLPClassifier,centroid,0.01498177786042822
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TencentCTRSmall,MLPClassifier,centroid,-0.06007175425614088
Encoded,encoded,GNN,KMeans,1,10,TencentCTRSmall,MLPClassifier,centroid,-0.101662022715365
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,MLPClassifier,centroid,-0.12389542505850921
Original,original,,KMeans,2,10,TencentCTRSmall,MLPClassifier,centroid,-0.0878556365171215
Decoded,decoded,MLP,KMeans,1,10,TencentCTRSmall,MLPClassifier,closest,-0.0706850799142869
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TencentCTRSmall,MLPClassifier,closest,-0.04914009094479653
Encoded,encoded,MLP,KMeans,0,10,TencentCTRSmall,MLPClassifier,closest,-0.08823612929809851
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,10,TencentCTRSmall,MLPClassifier,closest,-0.06305963728566906
Original,original,,KMeans,4,10,TencentCTRSmall,MLPClassifier,closest,0.0032410561819080004
Decoded,decoded,GNN,KMeans,2,10,TencentCTRSmall,MLPClassifier,closest,-0.023716946088239557
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,MLPClassifier,closest,-0.08539504965851334
Encoded,encoded,GNN,KMeans,3,10,TencentCTRSmall,MLPClassifier,closest,-0.011580260364782359
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,10,TencentCTRSmall,MLPClassifier,closest,-0.07997613335689394
Original,original,,KMeans,4,10,TencentCTRSmall,MLPClassifier,closest,0.0032410561819080004
Decoded,decoded,MLP,Agglo,3,10,TencentCTRSmall,XGBClassifier,centroid,0.1986792292797078
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,TencentCTRSmall,XGBClassifier,centroid,0.1912507170688812
Encoded,encoded,MLP,Agglo,4,10,TencentCTRSmall,XGBClassifier,centroid,0.2087367719506955
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,XGBClassifier,centroid,0.1049809223226462
Original,original,,Agglo,1,10,TencentCTRSmall,XGBClassifier,centroid,0.1311346722381814
Decoded,decoded,GNN,Agglo,4,10,TencentCTRSmall,XGBClassifier,centroid,0.2167398799416217
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,10,TencentCTRSmall,XGBClassifier,centroid,0.1497873211717615
Encoded,encoded,GNN,Agglo,2,10,TencentCTRSmall,XGBClassifier,centroid,0.1521446532726011
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,TencentCTRSmall,XGBClassifier,centroid,0.1781855221617594
Original,original,,Agglo,0,10,TencentCTRSmall,XGBClassifier,centroid,0.1311346722381814
Decoded,decoded,MLP,Agglo,4,10,TencentCTRSmall,XGBClassifier,closest,0.2167379985911821
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,TencentCTRSmall,XGBClassifier,closest,0.2018469530824125
Encoded,encoded,MLP,Agglo,2,10,TencentCTRSmall,XGBClassifier,closest,0.1960845334650697
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TencentCTRSmall,XGBClassifier,closest,0.0744635368416235
Original,original,,Agglo,1,10,TencentCTRSmall,XGBClassifier,closest,0.1627165885096208
Decoded,decoded,GNN,Agglo,0,10,TencentCTRSmall,XGBClassifier,closest,0.1352871262168222
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,10,TencentCTRSmall,XGBClassifier,closest,0.1656897493210285
Encoded,encoded,GNN,Agglo,4,10,TencentCTRSmall,XGBClassifier,closest,0.1855488142240127
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,10,TencentCTRSmall,XGBClassifier,closest,0.1798787375574144
Original,original,,Agglo,1,10,TencentCTRSmall,XGBClassifier,closest,0.1627165885096208
Decoded,decoded,MLP,KIP,4,10,TencentCTRSmall,XGBClassifier,centroid,0.21075815757470098
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,TencentCTRSmall,XGBClassifier,centroid,0.1889250230112675
Encoded,encoded,MLP,KIP,1,10,TencentCTRSmall,XGBClassifier,centroid,0.1766441944582628
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TencentCTRSmall,XGBClassifier,centroid,0.15738089052782378
Original,original,,KIP,3,10,TencentCTRSmall,XGBClassifier,centroid,0.19775796332526807
Decoded,decoded,GNN,KIP,0,10,TencentCTRSmall,XGBClassifier,centroid,0.14070340870911596
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,TencentCTRSmall,XGBClassifier,centroid,0.19160368976719386
Encoded,encoded,GNN,KIP,1,10,TencentCTRSmall,XGBClassifier,centroid,0.17229532749372603
Encoded-FT,encoded,GNN-MultiHead,KIP,3,10,TencentCTRSmall,XGBClassifier,centroid,0.1944312654104158
Original,original,,KIP,4,10,TencentCTRSmall,XGBClassifier,centroid,0.19775796332526807
Decoded,decoded,MLP,KMeans,1,10,TencentCTRSmall,XGBClassifier,centroid,0.1606769224305103
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TencentCTRSmall,XGBClassifier,centroid,0.17124710174045293
Encoded,encoded,MLP,KMeans,2,10,TencentCTRSmall,XGBClassifier,centroid,0.16489663468736734
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TencentCTRSmall,XGBClassifier,centroid,0.12905606220497087
Original,original,,KMeans,4,10,TencentCTRSmall,XGBClassifier,centroid,0.2094265690893809
Decoded,decoded,GNN,KMeans,3,10,TencentCTRSmall,XGBClassifier,centroid,0.1828422721257394
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,TencentCTRSmall,XGBClassifier,centroid,0.17295013151423463
Encoded,encoded,GNN,KMeans,1,10,TencentCTRSmall,XGBClassifier,centroid,0.16604149914155542
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,XGBClassifier,centroid,0.1506051128520222
Original,original,,KMeans,4,10,TencentCTRSmall,XGBClassifier,centroid,0.2094265690893809
Decoded,decoded,MLP,KMeans,4,10,TencentCTRSmall,XGBClassifier,closest,0.19589254165270678
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TencentCTRSmall,XGBClassifier,closest,0.1606718427843234
Encoded,encoded,MLP,KMeans,0,10,TencentCTRSmall,XGBClassifier,closest,0.14048877797979648
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,TencentCTRSmall,XGBClassifier,closest,0.15054528590804242
Original,original,,KMeans,2,10,TencentCTRSmall,XGBClassifier,closest,0.1524724472308638
Decoded,decoded,GNN,KMeans,3,10,TencentCTRSmall,XGBClassifier,closest,0.17954501734526712
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,10,TencentCTRSmall,XGBClassifier,closest,0.0993334218613235
Encoded,encoded,GNN,KMeans,4,10,TencentCTRSmall,XGBClassifier,closest,0.18116413888944197
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,10,TencentCTRSmall,XGBClassifier,closest,0.16279604420985397
Original,original,,KMeans,1,10,TencentCTRSmall,XGBClassifier,closest,0.1524724472308638
Decoded,decoded,MLP,Agglo,1,10,TwoDPlanes,GaussianNB,centroid,0.0431763745475021
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,10,TwoDPlanes,GaussianNB,centroid,0.2944514845540026
Encoded,encoded,MLP,Agglo,2,10,TwoDPlanes,GaussianNB,centroid,0.0736262481570547
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,GaussianNB,centroid,-0.0717266120650031
Original,original,,Agglo,4,10,TwoDPlanes,GaussianNB,centroid,0.3159318268677634
Decoded,decoded,GNN,Agglo,1,10,TwoDPlanes,GaussianNB,centroid,0.0044275776503605
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,GaussianNB,centroid,0.2575669832240584
Encoded,encoded,GNN,Agglo,2,10,TwoDPlanes,GaussianNB,centroid,0.2340452448892827
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,GaussianNB,centroid,-0.0957175240468069
Original,original,,Agglo,4,10,TwoDPlanes,GaussianNB,centroid,0.3159318268677634
Decoded,decoded,MLP,Agglo,1,10,TwoDPlanes,GaussianNB,closest,0.0195611462689291
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TwoDPlanes,GaussianNB,closest,0.2378111656962721
Encoded,encoded,MLP,Agglo,3,10,TwoDPlanes,GaussianNB,closest,0.1090137832025226
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,GaussianNB,closest,-0.0784719446624401
Original,original,,Agglo,2,10,TwoDPlanes,GaussianNB,closest,0.034095583588099
Decoded,decoded,GNN,Agglo,4,10,TwoDPlanes,GaussianNB,closest,0.3321648637473581
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,GaussianNB,closest,0.3058361727312246
Encoded,encoded,GNN,Agglo,2,10,TwoDPlanes,GaussianNB,closest,0.1868611354744874
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,GaussianNB,closest,-0.0750545225395633
Original,original,,Agglo,1,10,TwoDPlanes,GaussianNB,closest,0.034095583588099
Decoded,decoded,MLP,KIP,4,10,TwoDPlanes,GaussianNB,centroid,0.33023247302251535
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,TwoDPlanes,GaussianNB,centroid,0.28581430006267144
Encoded,encoded,MLP,KIP,3,10,TwoDPlanes,GaussianNB,centroid,0.29848950751088926
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TwoDPlanes,GaussianNB,centroid,0.03765064147362438
Original,original,,KIP,1,10,TwoDPlanes,GaussianNB,centroid,0.21801502151329588
Decoded,decoded,GNN,KIP,2,10,TwoDPlanes,GaussianNB,centroid,0.31008007247923935
Decoded-FT,decoded,GNN-MultiHead,KIP,3,10,TwoDPlanes,GaussianNB,centroid,0.3195349690846659
Encoded,encoded,GNN,KIP,4,10,TwoDPlanes,GaussianNB,centroid,0.33819773666813513
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,TwoDPlanes,GaussianNB,centroid,-0.01480891318537068
Original,original,,KIP,1,10,TwoDPlanes,GaussianNB,centroid,0.21801502151329588
Decoded,decoded,MLP,KMeans,2,10,TwoDPlanes,GaussianNB,centroid,0.19624198274003254
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TwoDPlanes,GaussianNB,centroid,0.2570040278915644
Encoded,encoded,MLP,KMeans,1,10,TwoDPlanes,GaussianNB,centroid,0.05077051626870899
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,GaussianNB,centroid,-0.10597802548708239
Original,original,,KMeans,4,10,TwoDPlanes,GaussianNB,centroid,0.37597281922439685
Decoded,decoded,GNN,KMeans,1,10,TwoDPlanes,GaussianNB,centroid,0.04643904097617826
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,TwoDPlanes,GaussianNB,centroid,0.234630452154499
Encoded,encoded,GNN,KMeans,3,10,TwoDPlanes,GaussianNB,centroid,0.25782607634773386
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,GaussianNB,centroid,-0.08151235698359258
Original,original,,KMeans,4,10,TwoDPlanes,GaussianNB,centroid,0.37597281922439685
Decoded,decoded,MLP,KMeans,3,10,TwoDPlanes,GaussianNB,closest,0.16806242953444134
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TwoDPlanes,GaussianNB,closest,0.20630640725704752
Encoded,encoded,MLP,KMeans,2,10,TwoDPlanes,GaussianNB,closest,0.15502136477283016
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,GaussianNB,closest,-0.08601537637725257
Original,original,,KMeans,1,10,TwoDPlanes,GaussianNB,closest,0.1486084850677331
Decoded,decoded,GNN,KMeans,2,10,TwoDPlanes,GaussianNB,closest,0.21215334790803989
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,10,TwoDPlanes,GaussianNB,closest,0.3345298278008063
Encoded,encoded,GNN,KMeans,3,10,TwoDPlanes,GaussianNB,closest,0.23854780014847005
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,GaussianNB,closest,-0.056485907949138145
Original,original,,KMeans,1,10,TwoDPlanes,GaussianNB,closest,0.1486084850677331
Decoded,decoded,MLP,Agglo,2,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1491105099763103
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TwoDPlanes,KNeighborsClassifier,centroid,0.181492671639459
Encoded,encoded,MLP,Agglo,3,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1541693497929122
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,KNeighborsClassifier,centroid,0.01955785280875
Original,original,,Agglo,1,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1103047742507957
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1519699866220438
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,KNeighborsClassifier,centroid,0.2042195610503067
Encoded,encoded,GNN,Agglo,4,10,TwoDPlanes,KNeighborsClassifier,centroid,0.2378530804787954
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,KNeighborsClassifier,centroid,0.0300895088573033
Original,original,,Agglo,1,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1103047742507957
Decoded,decoded,MLP,Agglo,1,10,TwoDPlanes,KNeighborsClassifier,closest,0.1524031128871344
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,TwoDPlanes,KNeighborsClassifier,closest,0.1616147176726524
Encoded,encoded,MLP,Agglo,4,10,TwoDPlanes,KNeighborsClassifier,closest,0.2302659919985252
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,KNeighborsClassifier,closest,0.0014285670782342
Original,original,,Agglo,3,10,TwoDPlanes,KNeighborsClassifier,closest,0.1874191109175693
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,KNeighborsClassifier,closest,0.1900488479286422
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,KNeighborsClassifier,closest,0.2376434276895816
Encoded,encoded,GNN,Agglo,4,10,TwoDPlanes,KNeighborsClassifier,closest,0.3115637802435861
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,KNeighborsClassifier,closest,0.0549208906237885
Original,original,,Agglo,1,10,TwoDPlanes,KNeighborsClassifier,closest,0.1874191109175693
Decoded,decoded,MLP,KIP,3,10,TwoDPlanes,KNeighborsClassifier,centroid,0.3657320524914364
Decoded-FT,decoded,MLP-MultiHead,KIP,1,10,TwoDPlanes,KNeighborsClassifier,centroid,0.30446429261626295
Encoded,encoded,MLP,KIP,4,10,TwoDPlanes,KNeighborsClassifier,centroid,0.3947759795528797
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TwoDPlanes,KNeighborsClassifier,centroid,0.19695362784826193
Original,original,,KIP,2,10,TwoDPlanes,KNeighborsClassifier,centroid,0.34811834864813773
Decoded,decoded,GNN,KIP,3,10,TwoDPlanes,KNeighborsClassifier,centroid,0.35926405312016046
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,TwoDPlanes,KNeighborsClassifier,centroid,0.30756634573782915
Encoded,encoded,GNN,KIP,4,10,TwoDPlanes,KNeighborsClassifier,centroid,0.435305576553369
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,TwoDPlanes,KNeighborsClassifier,centroid,0.14158499382636944
Original,original,,KIP,2,10,TwoDPlanes,KNeighborsClassifier,centroid,0.34811834864813773
Decoded,decoded,MLP,KMeans,2,10,TwoDPlanes,KNeighborsClassifier,centroid,0.17443915536396076
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1747121842002378
Encoded,encoded,MLP,KMeans,4,10,TwoDPlanes,KNeighborsClassifier,centroid,0.18678472968728005
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,KNeighborsClassifier,centroid,0.01913047735480488
Original,original,,KMeans,1,10,TwoDPlanes,KNeighborsClassifier,centroid,0.0888977721287348
Decoded,decoded,GNN,KMeans,2,10,TwoDPlanes,KNeighborsClassifier,centroid,0.14717535616963648
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,KNeighborsClassifier,centroid,0.1688052578577045
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,KNeighborsClassifier,centroid,0.3487844940328599
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,KNeighborsClassifier,centroid,0.037365620175204076
Original,original,,KMeans,1,10,TwoDPlanes,KNeighborsClassifier,centroid,0.0888977721287348
Decoded,decoded,MLP,KMeans,1,10,TwoDPlanes,KNeighborsClassifier,closest,0.16631242763172227
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,10,TwoDPlanes,KNeighborsClassifier,closest,0.22337552468831418
Encoded,encoded,MLP,KMeans,4,10,TwoDPlanes,KNeighborsClassifier,closest,0.23261323651669027
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,KNeighborsClassifier,closest,0.024982226362702097
Original,original,,KMeans,2,10,TwoDPlanes,KNeighborsClassifier,closest,0.1834821711970799
Decoded,decoded,GNN,KMeans,1,10,TwoDPlanes,KNeighborsClassifier,closest,0.16900231976711905
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,KNeighborsClassifier,closest,0.21534880953524307
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,KNeighborsClassifier,closest,0.36909322006304573
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,KNeighborsClassifier,closest,0.049958643352027154
Original,original,,KMeans,2,10,TwoDPlanes,KNeighborsClassifier,closest,0.1834821711970799
Decoded,decoded,MLP,Agglo,3,10,TwoDPlanes,LogisticRegression,centroid,0.0506375412705275
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TwoDPlanes,LogisticRegression,centroid,0.1510163155640355
Encoded,encoded,MLP,Agglo,2,10,TwoDPlanes,LogisticRegression,centroid,0.0017328626119247
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,LogisticRegression,centroid,-0.1003369529797782
Original,original,,Agglo,1,10,TwoDPlanes,LogisticRegression,centroid,-0.0004032266328372
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,LogisticRegression,centroid,0.0331071737450786
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,TwoDPlanes,LogisticRegression,centroid,0.1315511518857889
Encoded,encoded,GNN,Agglo,3,10,TwoDPlanes,LogisticRegression,centroid,0.1032212146395348
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,LogisticRegression,centroid,-0.0054613640229619
Original,original,,Agglo,1,10,TwoDPlanes,LogisticRegression,centroid,-0.0004032266328372
Decoded,decoded,MLP,Agglo,3,10,TwoDPlanes,LogisticRegression,closest,0.0612138505018044
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TwoDPlanes,LogisticRegression,closest,0.0668805424448547
Encoded,encoded,MLP,Agglo,2,10,TwoDPlanes,LogisticRegression,closest,0.0590579073408766
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,LogisticRegression,closest,-0.0957872679781694
Original,original,,Agglo,1,10,TwoDPlanes,LogisticRegression,closest,0.0431130991783807
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,LogisticRegression,closest,0.0477180549207994
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,LogisticRegression,closest,0.0952295010236934
Encoded,encoded,GNN,Agglo,4,10,TwoDPlanes,LogisticRegression,closest,0.1639929632597517
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,LogisticRegression,closest,0.0050786317551988
Original,original,,Agglo,1,10,TwoDPlanes,LogisticRegression,closest,0.0431130991783807
Decoded,decoded,MLP,KIP,4,10,TwoDPlanes,LogisticRegression,centroid,0.26622713085037264
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,TwoDPlanes,LogisticRegression,centroid,0.25407344719319414
Encoded,encoded,MLP,KIP,2,10,TwoDPlanes,LogisticRegression,centroid,0.2522281473708803
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TwoDPlanes,LogisticRegression,centroid,-0.03611733485128272
Original,original,,KIP,1,10,TwoDPlanes,LogisticRegression,centroid,0.21572373800823455
Decoded,decoded,GNN,KIP,3,10,TwoDPlanes,LogisticRegression,centroid,0.3001527342557163
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,TwoDPlanes,LogisticRegression,centroid,0.2378622250937104
Encoded,encoded,GNN,KIP,4,10,TwoDPlanes,LogisticRegression,centroid,0.33373164985787146
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,TwoDPlanes,LogisticRegression,centroid,0.0169599324915613
Original,original,,KIP,1,10,TwoDPlanes,LogisticRegression,centroid,0.21572373800823455
Decoded,decoded,MLP,KMeans,3,10,TwoDPlanes,LogisticRegression,centroid,0.09719597377950921
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TwoDPlanes,LogisticRegression,centroid,0.14682726734284401
Encoded,encoded,MLP,KMeans,2,10,TwoDPlanes,LogisticRegression,centroid,-0.0028523801130879997
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,LogisticRegression,centroid,-0.10006389118311923
Original,original,,KMeans,1,10,TwoDPlanes,LogisticRegression,centroid,-0.007244437829318899
Decoded,decoded,GNN,KMeans,2,10,TwoDPlanes,LogisticRegression,centroid,0.052958054183002236
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,LogisticRegression,centroid,0.09790301656559518
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,LogisticRegression,centroid,0.14958778146448623
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,LogisticRegression,centroid,-0.008653015540877081
Original,original,,KMeans,1,10,TwoDPlanes,LogisticRegression,centroid,-0.007244437829318899
Decoded,decoded,MLP,KMeans,2,10,TwoDPlanes,LogisticRegression,closest,0.08336819510225649
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TwoDPlanes,LogisticRegression,closest,0.13966665146667917
Encoded,encoded,MLP,KMeans,3,10,TwoDPlanes,LogisticRegression,closest,0.1124959651718759
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,LogisticRegression,closest,-0.09458245549136271
Original,original,,KMeans,1,10,TwoDPlanes,LogisticRegression,closest,0.07676023539827714
Decoded,decoded,GNN,KMeans,1,10,TwoDPlanes,LogisticRegression,closest,0.05844483121865636
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,LogisticRegression,closest,0.1244982851340023
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,LogisticRegression,closest,0.16607373052779126
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,LogisticRegression,closest,0.0037247868073672597
Original,original,,KMeans,2,10,TwoDPlanes,LogisticRegression,closest,0.07676023539827714
Decoded,decoded,MLP,Agglo,3,10,TwoDPlanes,MLPClassifier,centroid,0.2329946426900099
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TwoDPlanes,MLPClassifier,centroid,0.2719478424876261
Encoded,encoded,MLP,Agglo,1,10,TwoDPlanes,MLPClassifier,centroid,0.1261570299847799
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,MLPClassifier,centroid,0.0449488514312742
Original,original,,Agglo,2,10,TwoDPlanes,MLPClassifier,centroid,0.1640868693844756
Decoded,decoded,GNN,Agglo,3,10,TwoDPlanes,MLPClassifier,centroid,0.2023746103186856
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,TwoDPlanes,MLPClassifier,centroid,0.2151190743439748
Encoded,encoded,GNN,Agglo,1,10,TwoDPlanes,MLPClassifier,centroid,0.1518640971899466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,MLPClassifier,centroid,0.1335156365670101
Original,original,,Agglo,2,10,TwoDPlanes,MLPClassifier,centroid,0.1640868693844756
Decoded,decoded,MLP,Agglo,3,10,TwoDPlanes,MLPClassifier,closest,0.1996422357678645
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,10,TwoDPlanes,MLPClassifier,closest,0.1937367460297299
Encoded,encoded,MLP,Agglo,4,10,TwoDPlanes,MLPClassifier,closest,0.2092033441367421
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,MLPClassifier,closest,0.0357227608670827
Original,original,,Agglo,1,10,TwoDPlanes,MLPClassifier,closest,0.1572888569737136
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,MLPClassifier,closest,0.1860442658293051
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,MLPClassifier,closest,0.2195919853855346
Encoded,encoded,GNN,Agglo,4,10,TwoDPlanes,MLPClassifier,closest,0.2467054866259473
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,MLPClassifier,closest,0.145855859504883
Original,original,,Agglo,1,10,TwoDPlanes,MLPClassifier,closest,0.1572888569737136
Decoded,decoded,MLP,KIP,4,10,TwoDPlanes,MLPClassifier,centroid,0.35268830048717165
Decoded-FT,decoded,MLP-MultiHead,KIP,3,10,TwoDPlanes,MLPClassifier,centroid,0.33281295731703825
Encoded,encoded,MLP,KIP,2,10,TwoDPlanes,MLPClassifier,centroid,0.3061853234283396
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TwoDPlanes,MLPClassifier,centroid,0.07979229353784051
Original,original,,KIP,1,10,TwoDPlanes,MLPClassifier,centroid,0.26104935173825944
Decoded,decoded,GNN,KIP,3,10,TwoDPlanes,MLPClassifier,centroid,0.3630868503909799
Decoded-FT,decoded,GNN-MultiHead,KIP,2,10,TwoDPlanes,MLPClassifier,centroid,0.33369176119363353
Encoded,encoded,GNN,KIP,4,10,TwoDPlanes,MLPClassifier,centroid,0.37829760839851184
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,TwoDPlanes,MLPClassifier,centroid,0.13981884552956025
Original,original,,KIP,1,10,TwoDPlanes,MLPClassifier,centroid,0.26104935173825944
Decoded,decoded,MLP,KMeans,3,10,TwoDPlanes,MLPClassifier,centroid,0.20425347895623638
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,10,TwoDPlanes,MLPClassifier,centroid,0.23796037773715142
Encoded,encoded,MLP,KMeans,1,10,TwoDPlanes,MLPClassifier,centroid,0.12444009806135892
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,MLPClassifier,centroid,0.03946589832255378
Original,original,,KMeans,2,10,TwoDPlanes,MLPClassifier,centroid,0.15245542421057418
Decoded,decoded,GNN,KMeans,4,10,TwoDPlanes,MLPClassifier,centroid,0.20280921811558422
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,MLPClassifier,centroid,0.18522672169746005
Encoded,encoded,GNN,KMeans,1,10,TwoDPlanes,MLPClassifier,centroid,0.140475459831388
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,MLPClassifier,centroid,0.12563076140805413
Original,original,,KMeans,2,10,TwoDPlanes,MLPClassifier,centroid,0.15245542421057418
Decoded,decoded,MLP,KMeans,3,10,TwoDPlanes,MLPClassifier,closest,0.22313462704211534
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,TwoDPlanes,MLPClassifier,closest,0.22295057320310646
Encoded,encoded,MLP,KMeans,4,10,TwoDPlanes,MLPClassifier,closest,0.23739772402999865
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,MLPClassifier,closest,0.03124208079924618
Original,original,,KMeans,1,10,TwoDPlanes,MLPClassifier,closest,0.19767206104829899
Decoded,decoded,GNN,KMeans,2,10,TwoDPlanes,MLPClassifier,closest,0.20803255530940276
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,MLPClassifier,closest,0.2426889229246229
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,MLPClassifier,closest,0.24341733492878692
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,MLPClassifier,closest,0.1412171100732576
Original,original,,KMeans,1,10,TwoDPlanes,MLPClassifier,closest,0.19767206104829899
Decoded,decoded,MLP,Agglo,2,10,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,10,TwoDPlanes,XGBClassifier,centroid,0.2553349792380484
Encoded,encoded,MLP,Agglo,3,10,TwoDPlanes,XGBClassifier,centroid,0.2307039985435
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,XGBClassifier,centroid,0.1114406094493654
Original,original,,Agglo,1,10,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,10,TwoDPlanes,XGBClassifier,centroid,0.1526686468688891
Encoded,encoded,GNN,Agglo,4,10,TwoDPlanes,XGBClassifier,centroid,0.2672843943120552
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,10,TwoDPlanes,XGBClassifier,centroid,0.1247456846625761
Original,original,,Agglo,1,10,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded,decoded,MLP,Agglo,3,10,TwoDPlanes,XGBClassifier,closest,0.1394570694142847
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,10,TwoDPlanes,XGBClassifier,closest,0.0944101934812789
Encoded,encoded,MLP,Agglo,4,10,TwoDPlanes,XGBClassifier,closest,0.2799033221703892
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,10,TwoDPlanes,XGBClassifier,closest,0.1043116634782784
Original,original,,Agglo,2,10,TwoDPlanes,XGBClassifier,closest,0.1184447387807422
Decoded,decoded,GNN,Agglo,2,10,TwoDPlanes,XGBClassifier,closest,0.1838980454551685
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,10,TwoDPlanes,XGBClassifier,closest,0.3306192597466968
Encoded,encoded,GNN,Agglo,3,10,TwoDPlanes,XGBClassifier,closest,0.2972709610359276
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,10,TwoDPlanes,XGBClassifier,closest,0.1350151801928383
Original,original,,Agglo,0,10,TwoDPlanes,XGBClassifier,closest,0.1184447387807422
Decoded,decoded,MLP,KIP,3,10,TwoDPlanes,XGBClassifier,centroid,0.3551859048056299
Decoded-FT,decoded,MLP-MultiHead,KIP,2,10,TwoDPlanes,XGBClassifier,centroid,0.3522352761536605
Encoded,encoded,MLP,KIP,4,10,TwoDPlanes,XGBClassifier,centroid,0.40827678869959694
Encoded-FT,encoded,MLP-MultiHead,KIP,0,10,TwoDPlanes,XGBClassifier,centroid,0.18747826392214606
Original,original,,KIP,1,10,TwoDPlanes,XGBClassifier,centroid,0.2945394842468609
Decoded,decoded,GNN,KIP,3,10,TwoDPlanes,XGBClassifier,centroid,0.3817073298743751
Decoded-FT,decoded,GNN-MultiHead,KIP,1,10,TwoDPlanes,XGBClassifier,centroid,0.2758614083297784
Encoded,encoded,GNN,KIP,4,10,TwoDPlanes,XGBClassifier,centroid,0.4432563078148123
Encoded-FT,encoded,GNN-MultiHead,KIP,0,10,TwoDPlanes,XGBClassifier,centroid,0.1932476033455677
Original,original,,KIP,2,10,TwoDPlanes,XGBClassifier,centroid,0.2945394842468609
Decoded,decoded,MLP,KMeans,4,10,TwoDPlanes,XGBClassifier,centroid,0.36368402507047753
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,10,TwoDPlanes,XGBClassifier,centroid,0.18527761348749333
Encoded,encoded,MLP,KMeans,3,10,TwoDPlanes,XGBClassifier,centroid,0.23571576520774024
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,10,TwoDPlanes,XGBClassifier,centroid,0.1309222383730518
Original,original,,KMeans,2,10,TwoDPlanes,XGBClassifier,centroid,0.22973739232915708
Decoded,decoded,GNN,KMeans,1,10,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,10,TwoDPlanes,XGBClassifier,centroid,0.20672667616672724
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,XGBClassifier,centroid,0.26999331691788026
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,XGBClassifier,centroid,0.126121650449968
Original,original,,KMeans,3,10,TwoDPlanes,XGBClassifier,centroid,0.22973739232915708
Decoded,decoded,MLP,KMeans,3,10,TwoDPlanes,XGBClassifier,closest,0.19063155900399759
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,10,TwoDPlanes,XGBClassifier,closest,0.17646686654537191
Encoded,encoded,MLP,KMeans,4,10,TwoDPlanes,XGBClassifier,closest,0.2993468866078112
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,10,TwoDPlanes,XGBClassifier,closest,0.1716657738491128
Original,original,,KMeans,0,10,TwoDPlanes,XGBClassifier,closest,0.15281118793032272
Decoded,decoded,GNN,KMeans,2,10,TwoDPlanes,XGBClassifier,closest,0.16869463305083818
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,10,TwoDPlanes,XGBClassifier,closest,0.25324068680585443
Encoded,encoded,GNN,KMeans,4,10,TwoDPlanes,XGBClassifier,closest,0.33371677739267785
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,10,TwoDPlanes,XGBClassifier,closest,0.12864933654162575
Original,original,,KMeans,1,10,TwoDPlanes,XGBClassifier,closest,0.15281118793032272
Decoded,decoded,MLP,Agglo,4,20,Adult,GaussianNB,centroid,0.0695476035037565
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Adult,GaussianNB,centroid,-0.0029166646641197
Encoded,encoded,MLP,Agglo,1,20,Adult,GaussianNB,centroid,-0.0681541895563749
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,GaussianNB,centroid,-0.1196972350004637
Original,original,,Agglo,2,20,Adult,GaussianNB,centroid,-0.0372753474191641
Decoded,decoded,GNN,Agglo,3,20,Adult,GaussianNB,centroid,-0.0001531500014237
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Adult,GaussianNB,centroid,0.0658126085275786
Encoded,encoded,GNN,Agglo,1,20,Adult,GaussianNB,centroid,-0.0698499581904081
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,GaussianNB,centroid,-0.1214921386705473
Original,original,,Agglo,2,20,Adult,GaussianNB,centroid,-0.0372753474191641
Decoded,decoded,MLP,Agglo,4,20,Adult,GaussianNB,closest,0.0890555422331394
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Adult,GaussianNB,closest,-0.0405005358098057
Encoded,encoded,MLP,Agglo,2,20,Adult,GaussianNB,closest,-0.0228750150370346
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,GaussianNB,closest,-0.1162263610103481
Original,original,,Agglo,3,20,Adult,GaussianNB,closest,-0.0164532597314272
Decoded,decoded,GNN,Agglo,3,20,Adult,GaussianNB,closest,-0.0010952197759907
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Adult,GaussianNB,closest,0.0004216467018125
Encoded,encoded,GNN,Agglo,1,20,Adult,GaussianNB,closest,-0.0476465077029428
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,GaussianNB,closest,-0.112670052991335
Original,original,,Agglo,2,20,Adult,GaussianNB,closest,-0.0164532597314272
Decoded,decoded,MLP,KIP,3,20,Adult,GaussianNB,centroid,0.11509989433008563
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Adult,GaussianNB,centroid,0.05177679466874444
Encoded,encoded,MLP,KIP,1,20,Adult,GaussianNB,centroid,-0.037032803726042604
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Adult,GaussianNB,centroid,-0.1134821138372926
Original,original,,KIP,4,20,Adult,GaussianNB,centroid,0.21603680650038898
Decoded,decoded,GNN,KIP,3,20,Adult,GaussianNB,centroid,0.13143961503469617
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Adult,GaussianNB,centroid,0.09253377603128592
Encoded,encoded,GNN,KIP,1,20,Adult,GaussianNB,centroid,0.02611257020062498
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Adult,GaussianNB,centroid,-0.10629350383603087
Original,original,,KIP,4,20,Adult,GaussianNB,centroid,0.21603680650038898
Decoded,decoded,MLP,KMeans,4,20,Adult,GaussianNB,centroid,0.08917387302580863
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Adult,GaussianNB,centroid,0.01487516194626326
Encoded,encoded,MLP,KMeans,1,20,Adult,GaussianNB,centroid,-0.07373685501343157
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,GaussianNB,centroid,-0.11884427198550751
Original,original,,KMeans,2,20,Adult,GaussianNB,centroid,-0.0072646470043105805
Decoded,decoded,GNN,KMeans,4,20,Adult,GaussianNB,centroid,0.04845235646921746
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Adult,GaussianNB,centroid,-0.00806171564872358
Encoded,encoded,GNN,KMeans,1,20,Adult,GaussianNB,centroid,-0.05492484136780231
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,GaussianNB,centroid,-0.12677607913185246
Original,original,,KMeans,3,20,Adult,GaussianNB,centroid,-0.0072646470043105805
Decoded,decoded,MLP,KMeans,4,20,Adult,GaussianNB,closest,0.02573138092307628
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Adult,GaussianNB,closest,-0.03218091125470306
Encoded,encoded,MLP,KMeans,1,20,Adult,GaussianNB,closest,-0.0538549290018829
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,GaussianNB,closest,-0.10815309634512353
Original,original,,KMeans,3,20,Adult,GaussianNB,closest,-0.021227637499470042
Decoded,decoded,GNN,KMeans,4,20,Adult,GaussianNB,closest,-0.012800714690442219
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Adult,GaussianNB,closest,-0.05245785667039267
Encoded,encoded,GNN,KMeans,3,20,Adult,GaussianNB,closest,-0.01718619905440088
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,GaussianNB,closest,-0.1218559542102298
Original,original,,KMeans,2,20,Adult,GaussianNB,closest,-0.021227637499470042
Decoded,decoded,MLP,Agglo,3,20,Adult,KNeighborsClassifier,centroid,0.0190256341346969
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Adult,KNeighborsClassifier,centroid,0.0195205513350493
Encoded,encoded,MLP,Agglo,1,20,Adult,KNeighborsClassifier,centroid,-0.0287837064037268
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,KNeighborsClassifier,centroid,-0.0784203761614792
Original,original,,Agglo,2,20,Adult,KNeighborsClassifier,centroid,-0.0259230171888134
Decoded,decoded,GNN,Agglo,3,20,Adult,KNeighborsClassifier,centroid,0.0020665843974166
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Adult,KNeighborsClassifier,centroid,0.0158288080048043
Encoded,encoded,GNN,Agglo,2,20,Adult,KNeighborsClassifier,centroid,-0.0039036085701218
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,KNeighborsClassifier,centroid,-0.0739700535771599
Original,original,,Agglo,1,20,Adult,KNeighborsClassifier,centroid,-0.0259230171888134
Decoded,decoded,MLP,Agglo,3,20,Adult,KNeighborsClassifier,closest,0.0119412672944747
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Adult,KNeighborsClassifier,closest,-0.0003595268374615
Encoded,encoded,MLP,Agglo,1,20,Adult,KNeighborsClassifier,closest,-0.010857127438196
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,KNeighborsClassifier,closest,-0.0721325548263173
Original,original,,Agglo,4,20,Adult,KNeighborsClassifier,closest,0.0333013512866693
Decoded,decoded,GNN,Agglo,1,20,Adult,KNeighborsClassifier,closest,0.0136542909795847
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Adult,KNeighborsClassifier,closest,0.0149431096068038
Encoded,encoded,GNN,Agglo,3,20,Adult,KNeighborsClassifier,closest,0.031229885514126
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,KNeighborsClassifier,closest,-0.061191088073431
Original,original,,Agglo,4,20,Adult,KNeighborsClassifier,closest,0.0333013512866693
Decoded,decoded,MLP,KIP,3,20,Adult,KNeighborsClassifier,centroid,0.11137517693289904
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Adult,KNeighborsClassifier,centroid,0.06852475758887724
Encoded,encoded,MLP,KIP,2,20,Adult,KNeighborsClassifier,centroid,0.07465827323253191
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Adult,KNeighborsClassifier,centroid,0.008184479640665621
Original,original,,KIP,4,20,Adult,KNeighborsClassifier,centroid,0.24396719661677305
Decoded,decoded,GNN,KIP,2,20,Adult,KNeighborsClassifier,centroid,0.12806606290384043
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Adult,KNeighborsClassifier,centroid,0.14709622586990506
Encoded,encoded,GNN,KIP,1,20,Adult,KNeighborsClassifier,centroid,0.11061224511933668
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Adult,KNeighborsClassifier,centroid,0.009580959708180459
Original,original,,KIP,4,20,Adult,KNeighborsClassifier,centroid,0.24396719661677305
Decoded,decoded,MLP,KMeans,4,20,Adult,KNeighborsClassifier,centroid,0.0359546091774461
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Adult,KNeighborsClassifier,centroid,0.01496274358231362
Encoded,encoded,MLP,KMeans,1,20,Adult,KNeighborsClassifier,centroid,-0.02366208626447478
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,KNeighborsClassifier,centroid,-0.07054296213503757
Original,original,,KMeans,2,20,Adult,KNeighborsClassifier,centroid,-0.02128675489029044
Decoded,decoded,GNN,KMeans,3,20,Adult,KNeighborsClassifier,centroid,0.01640264076970594
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Adult,KNeighborsClassifier,centroid,0.0197790472667621
Encoded,encoded,GNN,KMeans,2,20,Adult,KNeighborsClassifier,centroid,0.0011427705953012599
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,KNeighborsClassifier,centroid,-0.06589101163923225
Original,original,,KMeans,1,20,Adult,KNeighborsClassifier,centroid,-0.02128675489029044
Decoded,decoded,MLP,KMeans,4,20,Adult,KNeighborsClassifier,closest,0.032290621888546936
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Adult,KNeighborsClassifier,closest,0.011952385982263421
Encoded,encoded,MLP,KMeans,1,20,Adult,KNeighborsClassifier,closest,0.006853816781109951
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,KNeighborsClassifier,closest,-0.06377732197184242
Original,original,,KMeans,3,20,Adult,KNeighborsClassifier,closest,0.022655221288327698
Decoded,decoded,GNN,KMeans,2,20,Adult,KNeighborsClassifier,closest,0.013314886255145921
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Adult,KNeighborsClassifier,closest,-0.00012721405955366002
Encoded,encoded,GNN,KMeans,3,20,Adult,KNeighborsClassifier,closest,0.02089046858624926
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,KNeighborsClassifier,closest,-0.054995795915672094
Original,original,,KMeans,4,20,Adult,KNeighborsClassifier,closest,0.022655221288327698
Decoded,decoded,MLP,Agglo,2,20,Adult,LogisticRegression,centroid,0.0903135753870498
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Adult,LogisticRegression,centroid,0.1042078662696443
Encoded,encoded,MLP,Agglo,3,20,Adult,LogisticRegression,centroid,0.0910330804920193
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,LogisticRegression,centroid,0.0366007765551378
Original,original,,Agglo,1,20,Adult,LogisticRegression,centroid,0.0443389419254193
Decoded,decoded,GNN,Agglo,3,20,Adult,LogisticRegression,centroid,0.0749053984604955
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Adult,LogisticRegression,centroid,0.090447393378026
Encoded,encoded,GNN,Agglo,2,20,Adult,LogisticRegression,centroid,0.0605960850830969
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,LogisticRegression,centroid,0.0351150234097458
Original,original,,Agglo,1,20,Adult,LogisticRegression,centroid,0.0443389419254193
Decoded,decoded,MLP,Agglo,2,20,Adult,LogisticRegression,closest,0.1011990154232392
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Adult,LogisticRegression,closest,0.0804946958594036
Encoded,encoded,MLP,Agglo,3,20,Adult,LogisticRegression,closest,0.1036871586824317
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,LogisticRegression,closest,0.0243456627006125
Original,original,,Agglo,4,20,Adult,LogisticRegression,closest,0.1716353286716123
Decoded,decoded,GNN,Agglo,1,20,Adult,LogisticRegression,closest,0.0869253660964587
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Adult,LogisticRegression,closest,0.1096804619322359
Encoded,encoded,GNN,Agglo,3,20,Adult,LogisticRegression,closest,0.1269136050510753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,LogisticRegression,closest,0.0279138727492981
Original,original,,Agglo,4,20,Adult,LogisticRegression,closest,0.1716353286716123
Decoded,decoded,MLP,KIP,3,20,Adult,LogisticRegression,centroid,0.1292994491242359
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Adult,LogisticRegression,centroid,0.11266300976329832
Encoded,encoded,MLP,KIP,1,20,Adult,LogisticRegression,centroid,0.10131808231474496
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Adult,LogisticRegression,centroid,0.05626196309498974
Original,original,,KIP,4,20,Adult,LogisticRegression,centroid,0.14818167802656923
Decoded,decoded,GNN,KIP,3,20,Adult,LogisticRegression,centroid,0.1510872089357554
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Adult,LogisticRegression,centroid,0.17005383653379286
Encoded,encoded,GNN,KIP,1,20,Adult,LogisticRegression,centroid,0.12121727815575645
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Adult,LogisticRegression,centroid,0.06468837617718588
Original,original,,KIP,2,20,Adult,LogisticRegression,centroid,0.14818167802656923
Decoded,decoded,MLP,KMeans,4,20,Adult,LogisticRegression,centroid,0.11265076074905453
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Adult,LogisticRegression,centroid,0.10813322720010621
Encoded,encoded,MLP,KMeans,2,20,Adult,LogisticRegression,centroid,0.09973533291021945
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Adult,LogisticRegression,centroid,0.03671622102474824
Original,original,,KMeans,0,20,Adult,LogisticRegression,centroid,0.034511161945349964
Decoded,decoded,GNN,KMeans,4,20,Adult,LogisticRegression,centroid,0.10167742407711793
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Adult,LogisticRegression,centroid,0.07850233892063899
Encoded,encoded,GNN,KMeans,2,20,Adult,LogisticRegression,centroid,0.05406455964949386
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,LogisticRegression,centroid,0.013477787053750401
Original,original,,KMeans,1,20,Adult,LogisticRegression,centroid,0.034511161945349964
Decoded,decoded,MLP,KMeans,2,20,Adult,LogisticRegression,closest,0.09802282362309529
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Adult,LogisticRegression,closest,0.09715792371490682
Encoded,encoded,MLP,KMeans,4,20,Adult,LogisticRegression,closest,0.1103694689834482
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,LogisticRegression,closest,0.03034989545702856
Original,original,,KMeans,3,20,Adult,LogisticRegression,closest,0.10744080934614719
Decoded,decoded,GNN,KMeans,4,20,Adult,LogisticRegression,closest,0.11145857315540139
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Adult,LogisticRegression,closest,0.05858760774448898
Encoded,encoded,GNN,KMeans,2,20,Adult,LogisticRegression,closest,0.10655052758832154
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,LogisticRegression,closest,0.0326040128343278
Original,original,,KMeans,3,20,Adult,LogisticRegression,closest,0.10744080934614719
Decoded,decoded,MLP,Agglo,3,20,Adult,MLPClassifier,centroid,0.0569549625105038
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Adult,MLPClassifier,centroid,0.0833603992506762
Encoded,encoded,MLP,Agglo,1,20,Adult,MLPClassifier,centroid,0.0315188434262451
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,MLPClassifier,centroid,-0.0152506678174524
Original,original,,Agglo,2,20,Adult,MLPClassifier,centroid,0.0518838370876666
Decoded,decoded,GNN,Agglo,3,20,Adult,MLPClassifier,centroid,0.0566016119534646
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Adult,MLPClassifier,centroid,0.0664176274000443
Encoded,encoded,GNN,Agglo,1,20,Adult,MLPClassifier,centroid,0.0009997155206311
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,MLPClassifier,centroid,-0.0053347924308396
Original,original,,Agglo,2,20,Adult,MLPClassifier,centroid,0.0518838370876666
Decoded,decoded,MLP,Agglo,3,20,Adult,MLPClassifier,closest,0.055463431861151
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Adult,MLPClassifier,closest,0.0338574437312873
Encoded,encoded,MLP,Agglo,2,20,Adult,MLPClassifier,closest,0.0448631777665158
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,MLPClassifier,closest,-0.0261745311457637
Original,original,,Agglo,4,20,Adult,MLPClassifier,closest,0.1255408177340748
Decoded,decoded,GNN,Agglo,2,20,Adult,MLPClassifier,closest,0.0450853513609084
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,Adult,MLPClassifier,closest,0.0373840556174563
Encoded,encoded,GNN,Agglo,3,20,Adult,MLPClassifier,closest,0.0680650209669765
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,MLPClassifier,closest,-0.0337193074302821
Original,original,,Agglo,4,20,Adult,MLPClassifier,closest,0.1255408177340748
Decoded,decoded,MLP,KIP,4,20,Adult,MLPClassifier,centroid,0.09417929474721613
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Adult,MLPClassifier,centroid,0.06725737005421649
Encoded,encoded,MLP,KIP,2,20,Adult,MLPClassifier,centroid,0.04557459284752028
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Adult,MLPClassifier,centroid,-0.017341922732567062
Original,original,,KIP,1,20,Adult,MLPClassifier,centroid,0.03998813498463988
Decoded,decoded,GNN,KIP,3,20,Adult,MLPClassifier,centroid,0.08985955464305052
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Adult,MLPClassifier,centroid,0.13428592231553205
Encoded,encoded,GNN,KIP,2,20,Adult,MLPClassifier,centroid,0.08036508689029384
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Adult,MLPClassifier,centroid,0.0130004117170834
Original,original,,KIP,1,20,Adult,MLPClassifier,centroid,0.03998813498463988
Decoded,decoded,MLP,KMeans,4,20,Adult,MLPClassifier,centroid,0.12959174354601788
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Adult,MLPClassifier,centroid,0.07120742485244069
Encoded,encoded,MLP,KMeans,2,20,Adult,MLPClassifier,centroid,0.02544794995946842
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,MLPClassifier,centroid,-0.021242434920174
Original,original,,KMeans,1,20,Adult,MLPClassifier,centroid,0.01631343756977808
Decoded,decoded,GNN,KMeans,4,20,Adult,MLPClassifier,centroid,0.07246379551940725
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Adult,MLPClassifier,centroid,0.04956266139017505
Encoded,encoded,GNN,KMeans,1,20,Adult,MLPClassifier,centroid,0.00757090663043086
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,MLPClassifier,centroid,-0.03814279419929948
Original,original,,KMeans,2,20,Adult,MLPClassifier,centroid,0.01631343756977808
Decoded,decoded,MLP,KMeans,3,20,Adult,MLPClassifier,closest,0.05490483334584038
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Adult,MLPClassifier,closest,0.04815634980864768
Encoded,encoded,MLP,KMeans,1,20,Adult,MLPClassifier,closest,0.03904040440846506
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,MLPClassifier,closest,-0.027263024188362177
Original,original,,KMeans,4,20,Adult,MLPClassifier,closest,0.05726490255317772
Decoded,decoded,GNN,KMeans,3,20,Adult,MLPClassifier,closest,0.05602158392834028
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Adult,MLPClassifier,closest,0.02066094937324266
Encoded,encoded,GNN,KMeans,2,20,Adult,MLPClassifier,closest,0.04889339626413523
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,MLPClassifier,closest,-0.025454082055720202
Original,original,,KMeans,4,20,Adult,MLPClassifier,closest,0.05726490255317772
Decoded,decoded,MLP,Agglo,2,20,Adult,XGBClassifier,centroid,0.1546780630891285
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Adult,XGBClassifier,centroid,0.166780891572627
Encoded,encoded,MLP,Agglo,1,20,Adult,XGBClassifier,centroid,0.1525244108374328
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,XGBClassifier,centroid,0.0725405852053639
Original,original,,Agglo,4,20,Adult,XGBClassifier,centroid,0.3533354935531382
Decoded,decoded,GNN,Agglo,1,20,Adult,XGBClassifier,centroid,0.1076937066977221
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Adult,XGBClassifier,centroid,0.1491436163231381
Encoded,encoded,GNN,Agglo,3,20,Adult,XGBClassifier,centroid,0.1611267132599202
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,XGBClassifier,centroid,0.0700888468700204
Original,original,,Agglo,4,20,Adult,XGBClassifier,centroid,0.3533354935531382
Decoded,decoded,MLP,Agglo,3,20,Adult,XGBClassifier,closest,0.1757535433717676
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Adult,XGBClassifier,closest,0.1132796834964765
Encoded,encoded,MLP,Agglo,2,20,Adult,XGBClassifier,closest,0.1400132826237397
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Adult,XGBClassifier,closest,0.087960977821777
Original,original,,Agglo,4,20,Adult,XGBClassifier,closest,0.2327558231210408
Decoded,decoded,GNN,Agglo,1,20,Adult,XGBClassifier,closest,0.1298152466454706
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Adult,XGBClassifier,closest,0.2276688389101459
Encoded,encoded,GNN,Agglo,2,20,Adult,XGBClassifier,closest,0.1905155034165927
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Adult,XGBClassifier,closest,0.075047127246141
Original,original,,Agglo,4,20,Adult,XGBClassifier,closest,0.2327558231210408
Decoded,decoded,MLP,KIP,3,20,Adult,XGBClassifier,centroid,0.18692027121771834
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Adult,XGBClassifier,centroid,0.1607762605382706
Encoded,encoded,MLP,KIP,1,20,Adult,XGBClassifier,centroid,0.15675461428709564
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Adult,XGBClassifier,centroid,0.0862136368472471
Original,original,,KIP,4,20,Adult,XGBClassifier,centroid,0.3242456867089193
Decoded,decoded,GNN,KIP,2,20,Adult,XGBClassifier,centroid,0.20333480547564192
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Adult,XGBClassifier,centroid,0.22179814958683522
Encoded,encoded,GNN,KIP,1,20,Adult,XGBClassifier,centroid,0.1957232134007184
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Adult,XGBClassifier,centroid,0.10748506462623901
Original,original,,KIP,4,20,Adult,XGBClassifier,centroid,0.3242456867089193
Decoded,decoded,MLP,KMeans,1,20,Adult,XGBClassifier,centroid,0.09868868191329197
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Adult,XGBClassifier,centroid,0.164431898060258
Encoded,encoded,MLP,KMeans,2,20,Adult,XGBClassifier,centroid,0.13297413465161306
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,XGBClassifier,centroid,0.0846617341310991
Original,original,,KMeans,4,20,Adult,XGBClassifier,centroid,0.3533354935531382
Decoded,decoded,GNN,KMeans,2,20,Adult,XGBClassifier,centroid,0.13505226206234705
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Adult,XGBClassifier,centroid,0.10963352750051761
Encoded,encoded,GNN,KMeans,3,20,Adult,XGBClassifier,centroid,0.1460950874601059
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,XGBClassifier,centroid,0.06709210265873754
Original,original,,KMeans,4,20,Adult,XGBClassifier,centroid,0.3533354935531382
Decoded,decoded,MLP,KMeans,3,20,Adult,XGBClassifier,closest,0.15236825665108747
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Adult,XGBClassifier,closest,0.1513163649987406
Encoded,encoded,MLP,KMeans,1,20,Adult,XGBClassifier,closest,0.14856460062557458
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Adult,XGBClassifier,closest,0.09500563041387411
Original,original,,KMeans,4,20,Adult,XGBClassifier,closest,0.17697678147659007
Decoded,decoded,GNN,KMeans,1,20,Adult,XGBClassifier,closest,0.130328461522373
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Adult,XGBClassifier,closest,0.14116069276976045
Encoded,encoded,GNN,KMeans,4,20,Adult,XGBClassifier,closest,0.18706674988261768
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Adult,XGBClassifier,closest,0.06797350871327394
Original,original,,KMeans,3,20,Adult,XGBClassifier,closest,0.17697678147659007
Decoded,decoded,MLP,Agglo,1,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0326228842602498
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0504153987872015
Encoded,encoded,MLP,Agglo,4,20,AmazonEmployeeAccess,GaussianNB,centroid,0.0272108398055213
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,AmazonEmployeeAccess,GaussianNB,centroid,0.0252957415257628
Original,original,,Agglo,2,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0146724759921477
Decoded,decoded,GNN,Agglo,3,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0019303783192249
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,AmazonEmployeeAccess,GaussianNB,centroid,0.0103453143395164
Encoded,encoded,GNN,Agglo,0,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0532531204023453
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0472924497686895
Original,original,,Agglo,2,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0146724759921477
Decoded,decoded,MLP,Agglo,0,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0711533228264873
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0001782671271052
Encoded,encoded,MLP,Agglo,4,20,AmazonEmployeeAccess,GaussianNB,closest,0.0243985849228211
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0058704456387131
Original,original,,Agglo,1,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0082199336118667
Decoded,decoded,GNN,Agglo,1,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0174905518422635
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,GaussianNB,closest,0.0156896900480374
Encoded,encoded,GNN,Agglo,0,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0201296329443473
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,AmazonEmployeeAccess,GaussianNB,closest,0.0232060142235338
Original,original,,Agglo,2,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0082199336118667
Decoded,decoded,MLP,KIP,4,20,AmazonEmployeeAccess,GaussianNB,centroid,0.02220611754570536
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,AmazonEmployeeAccess,GaussianNB,centroid,0.004247123350665136
Encoded,encoded,MLP,KIP,3,20,AmazonEmployeeAccess,GaussianNB,centroid,0.017809395332457116
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,AmazonEmployeeAccess,GaussianNB,centroid,0.005356454215908222
Original,original,,KIP,0,20,AmazonEmployeeAccess,GaussianNB,centroid,0.00258581925023018
Decoded,decoded,GNN,KIP,3,20,AmazonEmployeeAccess,GaussianNB,centroid,0.0170903603324353
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,AmazonEmployeeAccess,GaussianNB,centroid,0.03090366153402848
Encoded,encoded,GNN,KIP,2,20,AmazonEmployeeAccess,GaussianNB,centroid,0.01589167761736152
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,AmazonEmployeeAccess,GaussianNB,centroid,0.003261051470449059
Original,original,,KIP,0,20,AmazonEmployeeAccess,GaussianNB,centroid,0.00258581925023018
Decoded,decoded,MLP,KMeans,3,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.003223797278988879
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.04474737729036884
Encoded,encoded,MLP,KMeans,4,20,AmazonEmployeeAccess,GaussianNB,centroid,0.023255346922381598
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.01968680284819942
Original,original,,KMeans,1,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.02093467273793574
Decoded,decoded,GNN,KMeans,4,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0038881151853033605
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0225368940191016
Encoded,encoded,GNN,KMeans,0,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.06018429182838052
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.0570003681761891
Original,original,,KMeans,3,20,AmazonEmployeeAccess,GaussianNB,centroid,-0.02093467273793574
Decoded,decoded,MLP,KMeans,0,20,AmazonEmployeeAccess,GaussianNB,closest,-0.0500393642921486
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,AmazonEmployeeAccess,GaussianNB,closest,-0.035716000820756454
Encoded,encoded,MLP,KMeans,3,20,AmazonEmployeeAccess,GaussianNB,closest,0.02166112947141232
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,AmazonEmployeeAccess,GaussianNB,closest,0.00043657255617583985
Original,original,,KMeans,4,20,AmazonEmployeeAccess,GaussianNB,closest,0.027701401834477703
Decoded,decoded,GNN,KMeans,2,20,AmazonEmployeeAccess,GaussianNB,closest,-0.03331499728597402
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,AmazonEmployeeAccess,GaussianNB,closest,-0.01769079312136296
Encoded,encoded,GNN,KMeans,0,20,AmazonEmployeeAccess,GaussianNB,closest,-0.07070190680340131
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,AmazonEmployeeAccess,GaussianNB,closest,-0.03493875614657794
Original,original,,KMeans,4,20,AmazonEmployeeAccess,GaussianNB,closest,0.027701401834477703
Decoded,decoded,MLP,Agglo,3,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1582269772139115
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.194158303351638
Encoded,encoded,MLP,Agglo,2,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1565126554314209
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0823518273054347
Original,original,,Agglo,1,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1093321971848766
Decoded,decoded,GNN,Agglo,3,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.18080224704917
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0806494982010984
Encoded,encoded,GNN,Agglo,4,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.2044978855014834
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1408615792463549
Original,original,,Agglo,1,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1093321971848766
Decoded,decoded,MLP,Agglo,1,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1070434892381495
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1424408256012119
Encoded,encoded,MLP,Agglo,4,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1475610679795493
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0974165246481096
Original,original,,Agglo,2,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1320930379347346
Decoded,decoded,GNN,Agglo,4,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1750937322476805
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1614618443476614
Encoded,encoded,GNN,Agglo,2,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1730152117654485
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1740465820867261
Original,original,,Agglo,0,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1320930379347346
Decoded,decoded,MLP,KIP,2,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.147774663889415
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.15106520229754475
Encoded,encoded,MLP,KIP,1,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13533724673357325
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.128137600201982
Original,original,,KIP,4,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.17145818342485647
Decoded,decoded,GNN,KIP,2,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12953607271350126
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13225702202865622
Encoded,encoded,GNN,KIP,1,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11605491384207545
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11575534936565046
Original,original,,KIP,4,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.17145818342485647
Decoded,decoded,MLP,KMeans,4,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13465656756927352
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1341045256580194
Encoded,encoded,MLP,KMeans,1,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1194466957015717
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09160802878242764
Original,original,,KMeans,2,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12911885375244586
Decoded,decoded,GNN,KMeans,0,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08543394559111286
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10134961812787988
Encoded,encoded,GNN,KMeans,3,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11074240989711552
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10906974689137168
Original,original,,KMeans,4,20,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12911885375244586
Decoded,decoded,MLP,KMeans,1,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10311658145553244
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.14444562267247366
Encoded,encoded,MLP,KMeans,0,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10048526162974188
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.128888089377012
Original,original,,KMeans,2,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10992476172442092
Decoded,decoded,GNN,KMeans,0,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09612257779460964
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.11570283405920603
Encoded,encoded,GNN,KMeans,4,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.13443274632329744
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1168538786845926
Original,original,,KMeans,1,20,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10992476172442092
Decoded,decoded,MLP,Agglo,2,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1200503041176436
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1433169165798565
Encoded,encoded,MLP,Agglo,3,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1273276672008339
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.0952884918153616
Original,original,,Agglo,0,20,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0095575268717621
Decoded,decoded,GNN,Agglo,4,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1345762887236639
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1285277870212054
Encoded,encoded,GNN,Agglo,2,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1211827215958335
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.0973827935136046
Original,original,,Agglo,0,20,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0095575268717621
Decoded,decoded,MLP,Agglo,1,20,AmazonEmployeeAccess,LogisticRegression,closest,0.0846898817572207
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1439013283071797
Encoded,encoded,MLP,Agglo,0,20,AmazonEmployeeAccess,LogisticRegression,closest,0.0731772900796268
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1216381156522066
Original,original,,Agglo,2,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1078491923940888
Decoded,decoded,GNN,Agglo,2,20,AmazonEmployeeAccess,LogisticRegression,closest,0.127659791898329
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1135527953722255
Encoded,encoded,GNN,Agglo,4,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1501254728785055
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1447571881045706
Original,original,,Agglo,0,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1078491923940888
Decoded,decoded,MLP,KIP,2,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.11083690952859362
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.10228380438621754
Encoded,encoded,MLP,KIP,3,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.13368926030081552
Encoded-FT,encoded,MLP-MultiHead,KIP,4,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.14387194804547807
Original,original,,KIP,0,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.09177780602257037
Decoded,decoded,GNN,KIP,2,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.11626931991719869
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.11030052814213902
Encoded,encoded,GNN,KIP,4,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.13032164360848367
Encoded-FT,encoded,GNN-MultiHead,KIP,3,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.12102726168935223
Original,original,,KIP,0,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.09177780602257037
Decoded,decoded,MLP,KMeans,4,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.13438646668501866
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.12068747257576111
Encoded,encoded,MLP,KMeans,2,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.1012316077964995
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.05132195210123151
Original,original,,KMeans,0,20,AmazonEmployeeAccess,LogisticRegression,centroid,-0.02316403702679416
Decoded,decoded,GNN,KMeans,3,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.10343027329391685
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.11074864100322093
Encoded,encoded,GNN,KMeans,1,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.06072274166382981
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,LogisticRegression,centroid,0.07636722005879878
Original,original,,KMeans,0,20,AmazonEmployeeAccess,LogisticRegression,centroid,-0.02316403702679416
Decoded,decoded,MLP,KMeans,0,20,AmazonEmployeeAccess,LogisticRegression,closest,0.076020405230453
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,AmazonEmployeeAccess,LogisticRegression,closest,0.10807797521455571
Encoded,encoded,MLP,KMeans,4,20,AmazonEmployeeAccess,LogisticRegression,closest,0.1608384104767458
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,AmazonEmployeeAccess,LogisticRegression,closest,0.13467234940540093
Original,original,,KMeans,1,20,AmazonEmployeeAccess,LogisticRegression,closest,0.08556388067270576
Decoded,decoded,GNN,KMeans,4,20,AmazonEmployeeAccess,LogisticRegression,closest,0.10763292811991224
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,AmazonEmployeeAccess,LogisticRegression,closest,0.072776952078877
Encoded,encoded,GNN,KMeans,3,20,AmazonEmployeeAccess,LogisticRegression,closest,0.10296389357447285
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,AmazonEmployeeAccess,LogisticRegression,closest,0.08380540813973758
Original,original,,KMeans,2,20,AmazonEmployeeAccess,LogisticRegression,closest,0.08556388067270576
Decoded,decoded,MLP,Agglo,3,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.0325706904132933
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.1121896812409262
Encoded,encoded,MLP,Agglo,2,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0197527639166889
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0685284481514737
Original,original,,Agglo,0,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1356686979040939
Decoded,decoded,GNN,Agglo,4,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.1084894144743275
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.0450070333106068
Encoded,encoded,GNN,Agglo,2,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.0283315564849721
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.0227267909297987
Original,original,,Agglo,0,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1356686979040939
Decoded,decoded,MLP,Agglo,0,20,AmazonEmployeeAccess,MLPClassifier,closest,-0.0041645951965599
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,AmazonEmployeeAccess,MLPClassifier,closest,0.070628525630724
Encoded,encoded,MLP,Agglo,1,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0383204303825341
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0596603905966311
Original,original,,Agglo,2,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0570747855985697
Decoded,decoded,GNN,Agglo,3,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0705854436114492
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0450549022209122
Encoded,encoded,GNN,Agglo,2,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0693059760231467
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,AmazonEmployeeAccess,MLPClassifier,closest,0.08221827265721
Original,original,,Agglo,1,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0570747855985697
Decoded,decoded,MLP,KIP,1,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.04595853047916083
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.05028615350738917
Encoded,encoded,MLP,KIP,3,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.06494826396558354
Encoded-FT,encoded,MLP-MultiHead,KIP,4,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.0675394764645663
Original,original,,KIP,0,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0021080100415296994
Decoded,decoded,GNN,KIP,2,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.042878508021803534
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.054301808008742146
Encoded,encoded,GNN,KIP,1,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.04268292933112762
Encoded-FT,encoded,GNN-MultiHead,KIP,4,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.057589581536824454
Original,original,,KIP,0,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0021080100415296994
Decoded,decoded,MLP,KMeans,4,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.06670915602324227
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.03195277116540955
Encoded,encoded,MLP,KMeans,2,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.019513829670108
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.08482220460950254
Original,original,,KMeans,0,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1215885366268967
Decoded,decoded,GNN,KMeans,3,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.00185389451196614
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,AmazonEmployeeAccess,MLPClassifier,centroid,0.06281905483520431
Encoded,encoded,GNN,KMeans,1,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.038526266696846834
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.00774368523592882
Original,original,,KMeans,0,20,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1215885366268967
Decoded,decoded,MLP,KMeans,0,20,AmazonEmployeeAccess,MLPClassifier,closest,-0.007659435953791501
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,AmazonEmployeeAccess,MLPClassifier,closest,0.01772640455930844
Encoded,encoded,MLP,KMeans,3,20,AmazonEmployeeAccess,MLPClassifier,closest,0.034285081243798275
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,20,AmazonEmployeeAccess,MLPClassifier,closest,0.05821666426182368
Original,original,,KMeans,2,20,AmazonEmployeeAccess,MLPClassifier,closest,0.029614853586099398
Decoded,decoded,GNN,KMeans,0,20,AmazonEmployeeAccess,MLPClassifier,closest,0.0263332346321991
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,AmazonEmployeeAccess,MLPClassifier,closest,0.029852146612898457
Encoded,encoded,GNN,KMeans,4,20,AmazonEmployeeAccess,MLPClassifier,closest,0.031691270146827544
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,AmazonEmployeeAccess,MLPClassifier,closest,0.02665477694113554
Original,original,,KMeans,2,20,AmazonEmployeeAccess,MLPClassifier,closest,0.029614853586099398
Decoded,decoded,MLP,Agglo,3,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.389117657125906
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.374695750393623
Encoded,encoded,MLP,Agglo,4,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3948703516364826
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.2911274159320307
Original,original,,Agglo,1,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,2,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.356331434308707
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3594870731948491
Encoded,encoded,GNN,Agglo,1,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3439941127701167
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3293958363441367
Original,original,,Agglo,4,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,3,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3492861543610377
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3812642141612979
Encoded,encoded,MLP,Agglo,2,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3468088970191145
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3355269413026447
Original,original,,Agglo,1,20,AmazonEmployeeAccess,XGBClassifier,closest,0.346392455370386
Decoded,decoded,GNN,Agglo,0,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3435301321203917
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3546409474332743
Encoded,encoded,GNN,Agglo,4,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3888714051007447
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3711906998501571
Original,original,,Agglo,1,20,AmazonEmployeeAccess,XGBClassifier,closest,0.346392455370386
Decoded,decoded,MLP,KIP,3,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3604091396581756
Decoded-FT,decoded,MLP-MultiHead,KIP,0,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3355491895551111
Encoded,encoded,MLP,KIP,2,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3589231655650296
Encoded-FT,encoded,MLP-MultiHead,KIP,4,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.36682833096272194
Original,original,,KIP,1,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.35333970989800034
Decoded,decoded,GNN,KIP,2,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.34757532079317877
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3328380403282854
Encoded,encoded,GNN,KIP,1,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3459586144472926
Encoded-FT,encoded,GNN-MultiHead,KIP,3,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3500289037126058
Original,original,,KIP,4,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.35333970989800034
Decoded,decoded,MLP,KMeans,4,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3787569121707449
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3584254322245971
Encoded,encoded,MLP,KMeans,1,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3351819983114147
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.31046399966532545
Original,original,,KMeans,3,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.37234684835438997
Decoded,decoded,GNN,KMeans,3,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.36420008975363394
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3571145918111219
Encoded,encoded,GNN,KMeans,0,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.3387175688935203
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.33972672680667226
Original,original,,KMeans,4,20,AmazonEmployeeAccess,XGBClassifier,centroid,0.37234684835438997
Decoded,decoded,MLP,KMeans,1,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3470913737630353
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3491355508058812
Encoded,encoded,MLP,KMeans,4,20,AmazonEmployeeAccess,XGBClassifier,closest,0.37445719968662294
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,AmazonEmployeeAccess,XGBClassifier,closest,0.34794346281689503
Original,original,,KMeans,0,20,AmazonEmployeeAccess,XGBClassifier,closest,0.33777620159578925
Decoded,decoded,GNN,KMeans,0,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3272573419233139
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,AmazonEmployeeAccess,XGBClassifier,closest,0.3444184458930107
Encoded,encoded,GNN,KMeans,3,20,AmazonEmployeeAccess,XGBClassifier,closest,0.34684426603585583
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,20,AmazonEmployeeAccess,XGBClassifier,closest,0.34850004944056107
Original,original,,KMeans,1,20,AmazonEmployeeAccess,XGBClassifier,closest,0.33777620159578925
Decoded,decoded,MLP,Agglo,1,20,BankMarketing,GaussianNB,centroid,0.0213488744259315
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,BankMarketing,GaussianNB,centroid,0.1596578630683486
Encoded,encoded,MLP,Agglo,2,20,BankMarketing,GaussianNB,centroid,0.0525734276713118
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,GaussianNB,centroid,-0.0419002423153286
Original,original,,Agglo,3,20,BankMarketing,GaussianNB,centroid,0.1326410220572782
Decoded,decoded,GNN,Agglo,3,20,BankMarketing,GaussianNB,centroid,0.1517053311286904
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,BankMarketing,GaussianNB,centroid,0.2643974966984113
Encoded,encoded,GNN,Agglo,1,20,BankMarketing,GaussianNB,centroid,-0.0328041022027822
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,GaussianNB,centroid,-0.0982918337834373
Original,original,,Agglo,2,20,BankMarketing,GaussianNB,centroid,0.1326410220572782
Decoded,decoded,MLP,Agglo,1,20,BankMarketing,GaussianNB,closest,0.0135456816604277
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,BankMarketing,GaussianNB,closest,0.1164894159910443
Encoded,encoded,MLP,Agglo,2,20,BankMarketing,GaussianNB,closest,0.0807220946719051
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,GaussianNB,closest,-0.014381038461023
Original,original,,Agglo,4,20,BankMarketing,GaussianNB,closest,0.1697481249023368
Decoded,decoded,GNN,Agglo,2,20,BankMarketing,GaussianNB,closest,0.1504464048361149
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,BankMarketing,GaussianNB,closest,0.1589395917149454
Encoded,encoded,GNN,Agglo,1,20,BankMarketing,GaussianNB,closest,-0.0084267648201089
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,GaussianNB,closest,-0.1015185319752992
Original,original,,Agglo,4,20,BankMarketing,GaussianNB,closest,0.1697481249023368
Decoded,decoded,MLP,KIP,3,20,BankMarketing,GaussianNB,centroid,0.20200986374935875
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,BankMarketing,GaussianNB,centroid,0.18566067046808993
Encoded,encoded,MLP,KIP,1,20,BankMarketing,GaussianNB,centroid,0.1453287251250494
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,BankMarketing,GaussianNB,centroid,0.06783877790481255
Original,original,,KIP,4,20,BankMarketing,GaussianNB,centroid,0.23189917160941528
Decoded,decoded,GNN,KIP,3,20,BankMarketing,GaussianNB,centroid,0.19725168790822506
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,BankMarketing,GaussianNB,centroid,0.17725272768590697
Encoded,encoded,GNN,KIP,1,20,BankMarketing,GaussianNB,centroid,0.14635295032498935
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,BankMarketing,GaussianNB,centroid,-0.031209206951547098
Original,original,,KIP,4,20,BankMarketing,GaussianNB,centroid,0.23189917160941528
Decoded,decoded,MLP,KMeans,2,20,BankMarketing,GaussianNB,centroid,0.03626614950736472
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,BankMarketing,GaussianNB,centroid,0.04498281494917529
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,GaussianNB,centroid,0.056153208443171475
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,GaussianNB,centroid,-0.03350543666759792
Original,original,,KMeans,1,20,BankMarketing,GaussianNB,centroid,0.01879947504482014
Decoded,decoded,GNN,KMeans,3,20,BankMarketing,GaussianNB,centroid,0.06389799103464205
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,BankMarketing,GaussianNB,centroid,0.22232373227757113
Encoded,encoded,GNN,KMeans,1,20,BankMarketing,GaussianNB,centroid,-0.021547993324803998
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,GaussianNB,centroid,-0.11747110750903582
Original,original,,KMeans,2,20,BankMarketing,GaussianNB,centroid,0.01879947504482014
Decoded,decoded,MLP,KMeans,2,20,BankMarketing,GaussianNB,closest,0.049029405825965613
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,BankMarketing,GaussianNB,closest,0.04062499769879224
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,GaussianNB,closest,0.09522587402813545
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,GaussianNB,closest,0.007177323185142382
Original,original,,KMeans,3,20,BankMarketing,GaussianNB,closest,0.056105402234167004
Decoded,decoded,GNN,KMeans,1,20,BankMarketing,GaussianNB,closest,0.002509015947626979
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,BankMarketing,GaussianNB,closest,0.13560592013476452
Encoded,encoded,GNN,KMeans,2,20,BankMarketing,GaussianNB,closest,0.0055443125707207
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,GaussianNB,closest,-0.10894104239627223
Original,original,,KMeans,3,20,BankMarketing,GaussianNB,closest,0.056105402234167004
Decoded,decoded,MLP,Agglo,3,20,BankMarketing,KNeighborsClassifier,centroid,-0.0002502022912142
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,BankMarketing,KNeighborsClassifier,centroid,-0.0233084970053155
Encoded,encoded,MLP,Agglo,4,20,BankMarketing,KNeighborsClassifier,centroid,0.0224259330238632
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,KNeighborsClassifier,centroid,-0.1371855452441883
Original,original,,Agglo,1,20,BankMarketing,KNeighborsClassifier,centroid,-0.1166589557256477
Decoded,decoded,GNN,Agglo,3,20,BankMarketing,KNeighborsClassifier,centroid,-0.0136330405111547
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,BankMarketing,KNeighborsClassifier,centroid,-0.0027201231685708
Encoded,encoded,GNN,Agglo,2,20,BankMarketing,KNeighborsClassifier,centroid,-0.0760705302675405
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,KNeighborsClassifier,centroid,-0.2023057326813553
Original,original,,Agglo,1,20,BankMarketing,KNeighborsClassifier,centroid,-0.1166589557256477
Decoded,decoded,MLP,Agglo,3,20,BankMarketing,KNeighborsClassifier,closest,0.0090608396472712
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,BankMarketing,KNeighborsClassifier,closest,0.001121312782869
Encoded,encoded,MLP,Agglo,4,20,BankMarketing,KNeighborsClassifier,closest,0.0212805840440951
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,KNeighborsClassifier,closest,-0.0872028384006152
Original,original,,Agglo,1,20,BankMarketing,KNeighborsClassifier,closest,-0.084660002348772
Decoded,decoded,GNN,Agglo,2,20,BankMarketing,KNeighborsClassifier,closest,-0.0736912694080191
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,BankMarketing,KNeighborsClassifier,closest,-0.0395414797005444
Encoded,encoded,GNN,Agglo,3,20,BankMarketing,KNeighborsClassifier,closest,-0.066715610170957
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,KNeighborsClassifier,closest,-0.2096658097520497
Original,original,,Agglo,1,20,BankMarketing,KNeighborsClassifier,closest,-0.084660002348772
Decoded,decoded,MLP,KIP,2,20,BankMarketing,KNeighborsClassifier,centroid,0.0791731677320025
Decoded-FT,decoded,MLP-MultiHead,KIP,0,20,BankMarketing,KNeighborsClassifier,centroid,0.061001673822678
Encoded,encoded,MLP,KIP,4,20,BankMarketing,KNeighborsClassifier,centroid,0.1402290762486239
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,BankMarketing,KNeighborsClassifier,centroid,0.07123128564293764
Original,original,,KIP,3,20,BankMarketing,KNeighborsClassifier,centroid,0.1210888752092278
Decoded,decoded,GNN,KIP,3,20,BankMarketing,KNeighborsClassifier,centroid,0.12788508568500903
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,BankMarketing,KNeighborsClassifier,centroid,0.14076558352142862
Encoded,encoded,GNN,KIP,1,20,BankMarketing,KNeighborsClassifier,centroid,0.08460154115577653
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,BankMarketing,KNeighborsClassifier,centroid,-0.02128403622270998
Original,original,,KIP,2,20,BankMarketing,KNeighborsClassifier,centroid,0.1210888752092278
Decoded,decoded,MLP,KMeans,4,20,BankMarketing,KNeighborsClassifier,centroid,0.00773791318061158
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,KNeighborsClassifier,centroid,-0.03916464375452488
Encoded,encoded,MLP,KMeans,3,20,BankMarketing,KNeighborsClassifier,centroid,0.0022832451253302797
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,BankMarketing,KNeighborsClassifier,centroid,-0.13670953175552633
Original,original,,KMeans,0,20,BankMarketing,KNeighborsClassifier,centroid,-0.15076296373728337
Decoded,decoded,GNN,KMeans,3,20,BankMarketing,KNeighborsClassifier,centroid,-0.05974824261524132
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,BankMarketing,KNeighborsClassifier,centroid,-0.03585794059155492
Encoded,encoded,GNN,KMeans,2,20,BankMarketing,KNeighborsClassifier,centroid,-0.09679766877927089
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,KNeighborsClassifier,centroid,-0.2158231413405809
Original,original,,KMeans,1,20,BankMarketing,KNeighborsClassifier,centroid,-0.15076296373728337
Decoded,decoded,MLP,KMeans,3,20,BankMarketing,KNeighborsClassifier,closest,0.00655923615869958
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,KNeighborsClassifier,closest,-0.02668027534834726
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,KNeighborsClassifier,closest,0.011513886791771037
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,KNeighborsClassifier,closest,-0.08049586835520137
Original,original,,KMeans,1,20,BankMarketing,KNeighborsClassifier,closest,-0.07865840595813758
Decoded,decoded,GNN,KMeans,3,20,BankMarketing,KNeighborsClassifier,closest,-0.058955564331187135
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,BankMarketing,KNeighborsClassifier,closest,-0.039932963208164356
Encoded,encoded,GNN,KMeans,1,20,BankMarketing,KNeighborsClassifier,closest,-0.09163811360055121
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,KNeighborsClassifier,closest,-0.1809833998603641
Original,original,,KMeans,2,20,BankMarketing,KNeighborsClassifier,closest,-0.07865840595813758
Decoded,decoded,MLP,Agglo,3,20,BankMarketing,LogisticRegression,centroid,0.1965829562352981
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,BankMarketing,LogisticRegression,centroid,0.1706841207319044
Encoded,encoded,MLP,Agglo,4,20,BankMarketing,LogisticRegression,centroid,0.226706242411512
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,BankMarketing,LogisticRegression,centroid,0.0965386567271201
Original,original,,Agglo,0,20,BankMarketing,LogisticRegression,centroid,0.0446089597810293
Decoded,decoded,GNN,Agglo,3,20,BankMarketing,LogisticRegression,centroid,0.1089598442599763
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,BankMarketing,LogisticRegression,centroid,0.2090532108796962
Encoded,encoded,GNN,Agglo,1,20,BankMarketing,LogisticRegression,centroid,0.1045357106770415
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,BankMarketing,LogisticRegression,centroid,0.1072672818350391
Original,original,,Agglo,0,20,BankMarketing,LogisticRegression,centroid,0.0446089597810293
Decoded,decoded,MLP,Agglo,2,20,BankMarketing,LogisticRegression,closest,0.1470211268059828
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,BankMarketing,LogisticRegression,closest,0.1633756503447281
Encoded,encoded,MLP,Agglo,4,20,BankMarketing,LogisticRegression,closest,0.2438215591024108
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,BankMarketing,LogisticRegression,closest,0.0947125508233475
Original,original,,Agglo,0,20,BankMarketing,LogisticRegression,closest,0.0889077091893469
Decoded,decoded,GNN,Agglo,3,20,BankMarketing,LogisticRegression,closest,0.1321027015112292
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,BankMarketing,LogisticRegression,closest,0.1480583650762559
Encoded,encoded,GNN,Agglo,2,20,BankMarketing,LogisticRegression,closest,0.094384256437877
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,LogisticRegression,closest,0.0554309135701801
Original,original,,Agglo,1,20,BankMarketing,LogisticRegression,closest,0.0889077091893469
Decoded,decoded,MLP,KIP,4,20,BankMarketing,LogisticRegression,centroid,0.28456984772881877
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,BankMarketing,LogisticRegression,centroid,0.24931679737951282
Encoded,encoded,MLP,KIP,3,20,BankMarketing,LogisticRegression,centroid,0.2714632634662349
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,BankMarketing,LogisticRegression,centroid,0.20850664372484135
Original,original,,KIP,2,20,BankMarketing,LogisticRegression,centroid,0.2610761606300419
Decoded,decoded,GNN,KIP,4,20,BankMarketing,LogisticRegression,centroid,0.32451184230943214
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,BankMarketing,LogisticRegression,centroid,0.24422459230984322
Encoded,encoded,GNN,KIP,2,20,BankMarketing,LogisticRegression,centroid,0.2454965433610997
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,BankMarketing,LogisticRegression,centroid,0.14678327777663266
Original,original,,KIP,3,20,BankMarketing,LogisticRegression,centroid,0.2610761606300419
Decoded,decoded,MLP,KMeans,3,20,BankMarketing,LogisticRegression,centroid,0.16358522255412786
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,LogisticRegression,centroid,0.13295621632880128
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,LogisticRegression,centroid,0.22575307583132398
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,BankMarketing,LogisticRegression,centroid,0.09792047764050937
Original,original,,KMeans,0,20,BankMarketing,LogisticRegression,centroid,0.05213074564178456
Decoded,decoded,GNN,KMeans,3,20,BankMarketing,LogisticRegression,centroid,0.10562191488955415
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,BankMarketing,LogisticRegression,centroid,0.1767231945927032
Encoded,encoded,GNN,KMeans,2,20,BankMarketing,LogisticRegression,centroid,0.08963701339620671
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,BankMarketing,LogisticRegression,centroid,0.08197260411174812
Original,original,,KMeans,0,20,BankMarketing,LogisticRegression,centroid,0.05213074564178456
Decoded,decoded,MLP,KMeans,3,20,BankMarketing,LogisticRegression,closest,0.15187254893653995
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,LogisticRegression,closest,0.12033076797490808
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,LogisticRegression,closest,0.24198649971539812
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,BankMarketing,LogisticRegression,closest,0.11360703086182218
Original,original,,KMeans,0,20,BankMarketing,LogisticRegression,closest,0.10853384562095639
Decoded,decoded,GNN,KMeans,4,20,BankMarketing,LogisticRegression,closest,0.13654271867460127
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,BankMarketing,LogisticRegression,closest,0.1341813259931633
Encoded,encoded,GNN,KMeans,1,20,BankMarketing,LogisticRegression,closest,0.10949229829718161
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,BankMarketing,LogisticRegression,closest,0.11038580028142778
Original,original,,KMeans,0,20,BankMarketing,LogisticRegression,closest,0.10853384562095639
Decoded,decoded,MLP,Agglo,4,20,BankMarketing,MLPClassifier,centroid,0.0739549503949072
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,BankMarketing,MLPClassifier,centroid,0.0715747222421663
Encoded,encoded,MLP,Agglo,2,20,BankMarketing,MLPClassifier,centroid,0.0433696368152282
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,MLPClassifier,centroid,-0.1003838395333865
Original,original,,Agglo,1,20,BankMarketing,MLPClassifier,centroid,-0.0659249761143008
Decoded,decoded,GNN,Agglo,3,20,BankMarketing,MLPClassifier,centroid,0.011539019564674
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,BankMarketing,MLPClassifier,centroid,0.0614502246462278
Encoded,encoded,GNN,Agglo,2,20,BankMarketing,MLPClassifier,centroid,-0.0622562459576042
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,MLPClassifier,centroid,-0.0737775393097382
Original,original,,Agglo,1,20,BankMarketing,MLPClassifier,centroid,-0.0659249761143008
Decoded,decoded,MLP,Agglo,3,20,BankMarketing,MLPClassifier,closest,0.039075871466786
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,BankMarketing,MLPClassifier,closest,0.0811304914391331
Encoded,encoded,MLP,Agglo,2,20,BankMarketing,MLPClassifier,closest,0.0389385305595436
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,MLPClassifier,closest,-0.0833703994892468
Original,original,,Agglo,1,20,BankMarketing,MLPClassifier,closest,-0.0348717798994282
Decoded,decoded,GNN,Agglo,4,20,BankMarketing,MLPClassifier,closest,0.0646272386046521
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,BankMarketing,MLPClassifier,closest,0.0310502170194877
Encoded,encoded,GNN,Agglo,1,20,BankMarketing,MLPClassifier,closest,-0.0639394913500551
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,MLPClassifier,closest,-0.0943347322641794
Original,original,,Agglo,2,20,BankMarketing,MLPClassifier,closest,-0.0348717798994282
Decoded,decoded,MLP,KIP,4,20,BankMarketing,MLPClassifier,centroid,0.17972836292319844
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,BankMarketing,MLPClassifier,centroid,0.12180994461377855
Encoded,encoded,MLP,KIP,3,20,BankMarketing,MLPClassifier,centroid,0.16350140066871025
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,BankMarketing,MLPClassifier,centroid,0.03709637488526376
Original,original,,KIP,1,20,BankMarketing,MLPClassifier,centroid,0.09397556046857979
Decoded,decoded,GNN,KIP,4,20,BankMarketing,MLPClassifier,centroid,0.18210132183920036
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,BankMarketing,MLPClassifier,centroid,0.14247096252738253
Encoded,encoded,GNN,KIP,1,20,BankMarketing,MLPClassifier,centroid,0.0861773080050086
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,BankMarketing,MLPClassifier,centroid,-0.03494792813346555
Original,original,,KIP,2,20,BankMarketing,MLPClassifier,centroid,0.09397556046857979
Decoded,decoded,MLP,KMeans,4,20,BankMarketing,MLPClassifier,centroid,0.06264866557369919
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,BankMarketing,MLPClassifier,centroid,0.0287747671684327
Encoded,encoded,MLP,KMeans,2,20,BankMarketing,MLPClassifier,centroid,-4.686274340389984e-05
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,MLPClassifier,centroid,-0.10576664975476749
Original,original,,KMeans,1,20,BankMarketing,MLPClassifier,centroid,-0.06364049930122964
Decoded,decoded,GNN,KMeans,3,20,BankMarketing,MLPClassifier,centroid,-0.022479131481127783
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,BankMarketing,MLPClassifier,centroid,0.023599249361930818
Encoded,encoded,GNN,KMeans,1,20,BankMarketing,MLPClassifier,centroid,-0.0838721555759663
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,MLPClassifier,centroid,-0.11044523777107318
Original,original,,KMeans,2,20,BankMarketing,MLPClassifier,centroid,-0.06364049930122964
Decoded,decoded,MLP,KMeans,3,20,BankMarketing,MLPClassifier,closest,0.05054553536290026
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,MLPClassifier,closest,0.022926427876212015
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,MLPClassifier,closest,0.06627792139154642
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,MLPClassifier,closest,-0.08431593652049633
Original,original,,KMeans,1,20,BankMarketing,MLPClassifier,closest,-0.02290810582459498
Decoded,decoded,GNN,KMeans,4,20,BankMarketing,MLPClassifier,closest,0.01368392107396422
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,BankMarketing,MLPClassifier,closest,-0.00826369215854918
Encoded,encoded,GNN,KMeans,1,20,BankMarketing,MLPClassifier,closest,-0.06688097012135145
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,MLPClassifier,closest,-0.0729097294860798
Original,original,,KMeans,2,20,BankMarketing,MLPClassifier,closest,-0.02290810582459498
Decoded,decoded,MLP,Agglo,3,20,BankMarketing,XGBClassifier,centroid,0.3421213986827602
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,BankMarketing,XGBClassifier,centroid,0.2111461122926738
Encoded,encoded,MLP,Agglo,2,20,BankMarketing,XGBClassifier,centroid,0.2336367876950481
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,BankMarketing,XGBClassifier,centroid,0.1459432039669136
Original,original,,Agglo,4,20,BankMarketing,XGBClassifier,centroid,0.3837418767644956
Decoded,decoded,GNN,Agglo,1,20,BankMarketing,XGBClassifier,centroid,0.157691051778066
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,BankMarketing,XGBClassifier,centroid,0.202705194027101
Encoded,encoded,GNN,Agglo,2,20,BankMarketing,XGBClassifier,centroid,0.1832204427370642
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,XGBClassifier,centroid,0.1260913637223245
Original,original,,Agglo,4,20,BankMarketing,XGBClassifier,centroid,0.3837418767644956
Decoded,decoded,MLP,Agglo,3,20,BankMarketing,XGBClassifier,closest,0.2284053007494846
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,BankMarketing,XGBClassifier,closest,0.2064172606152602
Encoded,encoded,MLP,Agglo,4,20,BankMarketing,XGBClassifier,closest,0.2662572659019419
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,BankMarketing,XGBClassifier,closest,0.1879325232177817
Original,original,,Agglo,0,20,BankMarketing,XGBClassifier,closest,0.183385901856709
Decoded,decoded,GNN,Agglo,4,20,BankMarketing,XGBClassifier,closest,0.1870853274682538
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,BankMarketing,XGBClassifier,closest,0.1660263365360895
Encoded,encoded,GNN,Agglo,1,20,BankMarketing,XGBClassifier,closest,0.1652676276228619
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,BankMarketing,XGBClassifier,closest,0.1103301935734026
Original,original,,Agglo,3,20,BankMarketing,XGBClassifier,closest,0.183385901856709
Decoded,decoded,MLP,KIP,2,20,BankMarketing,XGBClassifier,centroid,0.2699133116868081
Decoded-FT,decoded,MLP-MultiHead,KIP,0,20,BankMarketing,XGBClassifier,centroid,0.2440949805435344
Encoded,encoded,MLP,KIP,3,20,BankMarketing,XGBClassifier,centroid,0.3144612897625987
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,BankMarketing,XGBClassifier,centroid,0.26170899245283624
Original,original,,KIP,4,20,BankMarketing,XGBClassifier,centroid,0.3489326071989235
Decoded,decoded,GNN,KIP,3,20,BankMarketing,XGBClassifier,centroid,0.3091271981375461
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,BankMarketing,XGBClassifier,centroid,0.25875578496772605
Encoded,encoded,GNN,KIP,2,20,BankMarketing,XGBClassifier,centroid,0.26881630020141706
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,BankMarketing,XGBClassifier,centroid,0.18262328800813124
Original,original,,KIP,4,20,BankMarketing,XGBClassifier,centroid,0.3489326071989235
Decoded,decoded,MLP,KMeans,3,20,BankMarketing,XGBClassifier,centroid,0.3002248717097321
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,XGBClassifier,centroid,0.2509271405397496
Encoded,encoded,MLP,KMeans,1,20,BankMarketing,XGBClassifier,centroid,0.23665755556804352
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,XGBClassifier,centroid,0.16183516441842924
Original,original,,KMeans,4,20,BankMarketing,XGBClassifier,centroid,0.358550012396918
Decoded,decoded,GNN,KMeans,2,20,BankMarketing,XGBClassifier,centroid,0.16265109565351904
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,BankMarketing,XGBClassifier,centroid,0.20163604275353503
Encoded,encoded,GNN,KMeans,1,20,BankMarketing,XGBClassifier,centroid,0.1555919738058939
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,XGBClassifier,centroid,0.1140702955948449
Original,original,,KMeans,4,20,BankMarketing,XGBClassifier,centroid,0.358550012396918
Decoded,decoded,MLP,KMeans,3,20,BankMarketing,XGBClassifier,closest,0.26536769159120976
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,BankMarketing,XGBClassifier,closest,0.22344195269796607
Encoded,encoded,MLP,KMeans,4,20,BankMarketing,XGBClassifier,closest,0.2661304556296088
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,BankMarketing,XGBClassifier,closest,0.1899089712009766
Original,original,,KMeans,1,20,BankMarketing,XGBClassifier,closest,0.1968204063911275
Decoded,decoded,GNN,KMeans,3,20,BankMarketing,XGBClassifier,closest,0.19428537743140104
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,BankMarketing,XGBClassifier,closest,0.15004278532530296
Encoded,encoded,GNN,KMeans,2,20,BankMarketing,XGBClassifier,closest,0.18316594886361998
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,BankMarketing,XGBClassifier,closest,0.1288475471937094
Original,original,,KMeans,4,20,BankMarketing,XGBClassifier,closest,0.1968204063911275
Decoded,decoded,MLP,Agglo,2,20,Credit,GaussianNB,centroid,-0.0066864784546807
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Credit,GaussianNB,centroid,0.0594353640416045
Encoded,encoded,MLP,Agglo,1,20,Credit,GaussianNB,centroid,-0.0393759286775632
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Credit,GaussianNB,centroid,-0.0520059435364044
Original,original,,Agglo,3,20,Credit,GaussianNB,centroid,0.0445765230312035
Decoded,decoded,GNN,Agglo,4,20,Credit,GaussianNB,centroid,0.0586924219910845
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,GNN,Agglo,0,20,Credit,GaussianNB,centroid,-0.0170876671619614
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Credit,GaussianNB,centroid,-0.011144130757801
Original,original,,Agglo,2,20,Credit,GaussianNB,centroid,0.0445765230312035
Decoded,decoded,MLP,Agglo,2,20,Credit,GaussianNB,closest,0.0482912332838037
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Credit,GaussianNB,closest,0.0594353640416045
Encoded,encoded,MLP,Agglo,1,20,Credit,GaussianNB,closest,-0.00074294205052
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Credit,GaussianNB,closest,-0.048291233283804
Original,original,,Agglo,3,20,Credit,GaussianNB,closest,0.0594353640416045
Decoded,decoded,GNN,Agglo,3,20,Credit,GaussianNB,closest,0.0586924219910845
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,GNN,Agglo,0,20,Credit,GaussianNB,closest,-0.0282317979197624
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Credit,GaussianNB,closest,-0.0081723625557208
Original,original,,Agglo,4,20,Credit,GaussianNB,closest,0.0594353640416045
Decoded,decoded,MLP,KIP,2,20,Credit,GaussianNB,centroid,0.042347696879643223
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Credit,GaussianNB,centroid,0.06270430906389289
Encoded,encoded,MLP,KIP,1,20,Credit,GaussianNB,centroid,0.0341753343239226
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Credit,GaussianNB,centroid,-0.006092124814264481
Original,original,,KIP,3,20,Credit,GaussianNB,centroid,0.05007429420505187
Decoded,decoded,GNN,KIP,3,20,Credit,GaussianNB,centroid,0.06077265973254069
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Credit,GaussianNB,centroid,0.06983655274888542
Encoded,encoded,GNN,KIP,1,20,Credit,GaussianNB,centroid,0.0328380386329866
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Credit,GaussianNB,centroid,-0.028826151560178443
Original,original,,KIP,2,20,Credit,GaussianNB,centroid,0.05007429420505187
Decoded,decoded,MLP,KMeans,3,20,Credit,GaussianNB,centroid,0.03164933135215438
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Credit,GaussianNB,centroid,0.0041604754829122
Encoded,encoded,MLP,KMeans,1,20,Credit,GaussianNB,centroid,-0.03893016344725126
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Credit,GaussianNB,centroid,-0.04427934621099564
Original,original,,KMeans,4,20,Credit,GaussianNB,centroid,0.03714710252600286
Decoded,decoded,GNN,KMeans,2,20,Credit,GaussianNB,centroid,0.020950965824665557
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Credit,GaussianNB,centroid,0.05096582466567592
Encoded,encoded,GNN,KMeans,1,20,Credit,GaussianNB,centroid,-0.022436849925705982
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,GaussianNB,centroid,-0.03491827637444282
Original,original,,KMeans,3,20,Credit,GaussianNB,centroid,0.03714710252600286
Decoded,decoded,MLP,KMeans,3,20,Credit,GaussianNB,closest,0.01500742942050506
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Credit,GaussianNB,closest,0.00638930163447234
Encoded,encoded,MLP,KMeans,1,20,Credit,GaussianNB,closest,-0.02630014858841024
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Credit,GaussianNB,closest,-0.029569093610698437
Original,original,,KMeans,4,20,Credit,GaussianNB,closest,0.0160475482912331
Decoded,decoded,GNN,KMeans,3,20,Credit,GaussianNB,closest,0.027191679049034002
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Credit,GaussianNB,closest,0.054829123328380226
Encoded,encoded,GNN,KMeans,1,20,Credit,GaussianNB,closest,-0.01738484398216944
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,GaussianNB,closest,-0.03417533432392284
Original,original,,KMeans,2,20,Credit,GaussianNB,closest,0.0160475482912331
Decoded,decoded,MLP,Agglo,2,20,Credit,KNeighborsClassifier,centroid,0.1616915422885573
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Credit,KNeighborsClassifier,centroid,0.1934079601990049
Encoded,encoded,MLP,Agglo,0,20,Credit,KNeighborsClassifier,centroid,0.1411691542288557
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Credit,KNeighborsClassifier,centroid,0.1473880597014925
Original,original,,Agglo,3,20,Credit,KNeighborsClassifier,centroid,0.1648009950248756
Decoded,decoded,GNN,Agglo,1,20,Credit,KNeighborsClassifier,centroid,0.1635572139303484
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Credit,KNeighborsClassifier,centroid,0.2070895522388059
Encoded,encoded,GNN,Agglo,3,20,Credit,KNeighborsClassifier,centroid,0.183457711442786
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Credit,KNeighborsClassifier,centroid,0.1349502487562189
Original,original,,Agglo,2,20,Credit,KNeighborsClassifier,centroid,0.1648009950248756
Decoded,decoded,MLP,Agglo,4,20,Credit,KNeighborsClassifier,closest,0.1654228855721393
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,Credit,KNeighborsClassifier,closest,0.1430348258706466
Encoded,encoded,MLP,Agglo,2,20,Credit,KNeighborsClassifier,closest,0.1548507462686567
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,Credit,KNeighborsClassifier,closest,0.1579601990049751
Original,original,,Agglo,1,20,Credit,KNeighborsClassifier,closest,0.1461442786069651
Decoded,decoded,GNN,Agglo,0,20,Credit,KNeighborsClassifier,closest,0.1449004975124377
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Credit,KNeighborsClassifier,closest,0.2101990049751244
Encoded,encoded,GNN,Agglo,3,20,Credit,KNeighborsClassifier,closest,0.1983830845771143
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,Credit,KNeighborsClassifier,closest,0.1511194029850747
Original,original,,Agglo,1,20,Credit,KNeighborsClassifier,closest,0.1461442786069651
Decoded,decoded,MLP,KIP,4,20,Credit,KNeighborsClassifier,centroid,0.19776119402985065
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Credit,KNeighborsClassifier,centroid,0.18669154228855722
Encoded,encoded,MLP,KIP,2,20,Credit,KNeighborsClassifier,centroid,0.18756218905472638
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Credit,KNeighborsClassifier,centroid,0.1728855721393035
Original,original,,KIP,3,20,Credit,KNeighborsClassifier,centroid,0.1973880597014925
Decoded,decoded,GNN,KIP,2,20,Credit,KNeighborsClassifier,centroid,0.18893034825870636
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Credit,KNeighborsClassifier,centroid,0.19713930348258704
Encoded,encoded,GNN,KIP,1,20,Credit,KNeighborsClassifier,centroid,0.18072139303482587
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Credit,KNeighborsClassifier,centroid,0.14800995024875618
Original,original,,KIP,4,20,Credit,KNeighborsClassifier,centroid,0.1973880597014925
Decoded,decoded,MLP,KMeans,3,20,Credit,KNeighborsClassifier,centroid,0.16853233830845765
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Credit,KNeighborsClassifier,centroid,0.16268656716417906
Encoded,encoded,MLP,KMeans,1,20,Credit,KNeighborsClassifier,centroid,0.15597014925373132
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Credit,KNeighborsClassifier,centroid,0.14975124378109453
Original,original,,KMeans,4,20,Credit,KNeighborsClassifier,centroid,0.19029850746268656
Decoded,decoded,GNN,KMeans,3,20,Credit,KNeighborsClassifier,centroid,0.1956467661691542
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Credit,KNeighborsClassifier,centroid,0.20074626865671644
Encoded,encoded,GNN,KMeans,1,20,Credit,KNeighborsClassifier,centroid,0.18631840796019902
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,KNeighborsClassifier,centroid,0.13905472636815913
Original,original,,KMeans,2,20,Credit,KNeighborsClassifier,centroid,0.19029850746268656
Decoded,decoded,MLP,KMeans,4,20,Credit,KNeighborsClassifier,closest,0.16144278606965173
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Credit,KNeighborsClassifier,closest,0.15982587064676612
Encoded,encoded,MLP,KMeans,2,20,Credit,KNeighborsClassifier,closest,0.15534825870646768
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Credit,KNeighborsClassifier,closest,0.1483830845771144
Original,original,,KMeans,1,20,Credit,KNeighborsClassifier,closest,0.15360696517412933
Decoded,decoded,GNN,KMeans,3,20,Credit,KNeighborsClassifier,closest,0.19253731343283584
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Credit,KNeighborsClassifier,closest,0.2111940298507462
Encoded,encoded,GNN,KMeans,2,20,Credit,KNeighborsClassifier,closest,0.18681592039800993
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,KNeighborsClassifier,closest,0.13768656716417907
Original,original,,KMeans,1,20,Credit,KNeighborsClassifier,closest,0.15360696517412933
Decoded,decoded,MLP,Agglo,2,20,Credit,LogisticRegression,centroid,0.2268722466960354
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Credit,LogisticRegression,centroid,0.2599118942731278
Encoded,encoded,MLP,Agglo,3,20,Credit,LogisticRegression,centroid,0.2345814977973569
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Credit,LogisticRegression,centroid,0.197136563876652
Original,original,,Agglo,1,20,Credit,LogisticRegression,centroid,0.2087004405286343
Decoded,decoded,GNN,Agglo,2,20,Credit,LogisticRegression,centroid,0.229625550660793
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Credit,LogisticRegression,centroid,0.2340308370044053
Encoded,encoded,GNN,Agglo,4,20,Credit,LogisticRegression,centroid,0.23568281938326
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Credit,LogisticRegression,centroid,0.2020925110132159
Original,original,,Agglo,1,20,Credit,LogisticRegression,centroid,0.2087004405286343
Decoded,decoded,MLP,Agglo,3,20,Credit,LogisticRegression,closest,0.23568281938326
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Credit,LogisticRegression,closest,0.2329295154185022
Encoded,encoded,MLP,Agglo,4,20,Credit,LogisticRegression,closest,0.2555066079295154
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Credit,LogisticRegression,closest,0.2142070484581498
Original,original,,Agglo,1,20,Credit,LogisticRegression,closest,0.2285242290748899
Decoded,decoded,GNN,Agglo,3,20,Credit,LogisticRegression,closest,0.23568281938326
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Credit,LogisticRegression,closest,0.2400881057268723
Encoded,encoded,GNN,Agglo,2,20,Credit,LogisticRegression,closest,0.2323788546255506
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Credit,LogisticRegression,closest,0.2098017621145374
Original,original,,Agglo,1,20,Credit,LogisticRegression,closest,0.2285242290748899
Decoded,decoded,MLP,KIP,4,20,Credit,LogisticRegression,centroid,0.2712555066079295
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Credit,LogisticRegression,centroid,0.2614537444933921
Encoded,encoded,MLP,KIP,0,20,Credit,LogisticRegression,centroid,0.25781938325991194
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Credit,LogisticRegression,centroid,0.258920704845815
Original,original,,KIP,3,20,Credit,LogisticRegression,centroid,0.2647577092511013
Decoded,decoded,GNN,KIP,2,20,Credit,LogisticRegression,centroid,0.26861233480176216
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Credit,LogisticRegression,centroid,0.2838105726872247
Encoded,encoded,GNN,KIP,3,20,Credit,LogisticRegression,centroid,0.27533039647577096
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Credit,LogisticRegression,centroid,0.22632158590308377
Original,original,,KIP,1,20,Credit,LogisticRegression,centroid,0.2647577092511013
Decoded,decoded,MLP,KMeans,4,20,Credit,LogisticRegression,centroid,0.25264317180616747
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Credit,LogisticRegression,centroid,0.23425110132158594
Encoded,encoded,MLP,KMeans,2,20,Credit,LogisticRegression,centroid,0.23061674008810576
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Credit,LogisticRegression,centroid,0.2218061674008811
Original,original,,KMeans,1,20,Credit,LogisticRegression,centroid,0.22753303964757707
Decoded,decoded,GNN,KMeans,4,20,Credit,LogisticRegression,centroid,0.2455947136563877
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Credit,LogisticRegression,centroid,0.23766519823788546
Encoded,encoded,GNN,KMeans,2,20,Credit,LogisticRegression,centroid,0.2360132158590309
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,LogisticRegression,centroid,0.20781938325991192
Original,original,,KMeans,1,20,Credit,LogisticRegression,centroid,0.22753303964757707
Decoded,decoded,MLP,KMeans,3,20,Credit,LogisticRegression,closest,0.2443832599118943
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,Credit,LogisticRegression,closest,0.2323788546255507
Encoded,encoded,MLP,KMeans,4,20,Credit,LogisticRegression,closest,0.25495594713656383
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Credit,LogisticRegression,closest,0.23348017621145373
Original,original,,KMeans,2,20,Credit,LogisticRegression,closest,0.2338105726872247
Decoded,decoded,GNN,KMeans,2,20,Credit,LogisticRegression,closest,0.24405286343612342
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Credit,LogisticRegression,closest,0.24537444933920707
Encoded,encoded,GNN,KMeans,4,20,Credit,LogisticRegression,closest,0.24900881057268726
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,LogisticRegression,closest,0.22488986784140974
Original,original,,KMeans,1,20,Credit,LogisticRegression,closest,0.2338105726872247
Decoded,decoded,MLP,Agglo,3,20,Credit,MLPClassifier,centroid,0.2554666666666665
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Credit,MLPClassifier,centroid,0.312
Encoded,encoded,MLP,Agglo,1,20,Credit,MLPClassifier,centroid,0.2341333333333331
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Credit,MLPClassifier,centroid,0.2261333333333332
Original,original,,Agglo,2,20,Credit,MLPClassifier,centroid,0.2367999999999999
Decoded,decoded,GNN,Agglo,4,20,Credit,MLPClassifier,centroid,0.2895999999999999
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,Credit,MLPClassifier,centroid,0.2538666666666664
Encoded,encoded,GNN,Agglo,3,20,Credit,MLPClassifier,centroid,0.2655999999999998
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,Credit,MLPClassifier,centroid,0.2645333333333333
Original,original,,Agglo,0,20,Credit,MLPClassifier,centroid,0.2367999999999999
Decoded,decoded,MLP,Agglo,4,20,Credit,MLPClassifier,closest,0.2789333333333332
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Credit,MLPClassifier,closest,0.2650666666666667
Encoded,encoded,MLP,Agglo,2,20,Credit,MLPClassifier,closest,0.2623999999999999
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Credit,MLPClassifier,closest,0.2618666666666667
Original,original,,Agglo,0,20,Credit,MLPClassifier,closest,0.2496
Decoded,decoded,GNN,Agglo,2,20,Credit,MLPClassifier,closest,0.2538666666666666
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Credit,MLPClassifier,closest,0.2746666666666666
Encoded,encoded,GNN,Agglo,4,20,Credit,MLPClassifier,closest,0.2815999999999998
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Credit,MLPClassifier,closest,0.2426666666666666
Original,original,,Agglo,1,20,Credit,MLPClassifier,closest,0.2496
Decoded,decoded,MLP,KIP,3,20,Credit,MLPClassifier,centroid,0.29781333333333326
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Credit,MLPClassifier,centroid,0.2966399999999999
Encoded,encoded,MLP,KIP,1,20,Credit,MLPClassifier,centroid,0.2949333333333332
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Credit,MLPClassifier,centroid,0.2792533333333333
Original,original,,KIP,4,20,Credit,MLPClassifier,centroid,0.30485333333333325
Decoded,decoded,GNN,KIP,2,20,Credit,MLPClassifier,centroid,0.3023999999999999
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Credit,MLPClassifier,centroid,0.3162666666666666
Encoded,encoded,GNN,KIP,1,20,Credit,MLPClassifier,centroid,0.28714666666666655
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Credit,MLPClassifier,centroid,0.26111999999999996
Original,original,,KIP,3,20,Credit,MLPClassifier,centroid,0.30485333333333325
Decoded,decoded,MLP,KMeans,4,20,Credit,MLPClassifier,centroid,0.27584
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Credit,MLPClassifier,centroid,0.26250666666666655
Encoded,encoded,MLP,KMeans,1,20,Credit,MLPClassifier,centroid,0.2552533333333332
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Credit,MLPClassifier,centroid,0.2401066666666666
Original,original,,KMeans,2,20,Credit,MLPClassifier,centroid,0.26037333333333323
Decoded,decoded,GNN,KMeans,3,20,Credit,MLPClassifier,centroid,0.27455999999999997
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Credit,MLPClassifier,centroid,0.2749866666666666
Encoded,encoded,GNN,KMeans,0,20,Credit,MLPClassifier,centroid,0.24949333333333326
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Credit,MLPClassifier,centroid,0.25183999999999995
Original,original,,KMeans,2,20,Credit,MLPClassifier,centroid,0.26037333333333323
Decoded,decoded,MLP,KMeans,4,20,Credit,MLPClassifier,closest,0.2807466666666666
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Credit,MLPClassifier,closest,0.2674133333333332
Encoded,encoded,MLP,KMeans,3,20,Credit,MLPClassifier,closest,0.2771199999999999
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Credit,MLPClassifier,closest,0.26346666666666657
Original,original,,KMeans,0,20,Credit,MLPClassifier,closest,0.26293333333333324
Decoded,decoded,GNN,KMeans,3,20,Credit,MLPClassifier,closest,0.2728533333333333
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Credit,MLPClassifier,closest,0.2673066666666666
Encoded,encoded,GNN,KMeans,4,20,Credit,MLPClassifier,closest,0.27679999999999993
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,MLPClassifier,closest,0.26250666666666655
Original,original,,KMeans,1,20,Credit,MLPClassifier,closest,0.26293333333333324
Decoded,decoded,MLP,Agglo,2,20,Credit,XGBClassifier,centroid,0.2828496042216357
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Credit,XGBClassifier,centroid,0.2791556728232188
Encoded,encoded,MLP,Agglo,4,20,Credit,XGBClassifier,centroid,0.3097625329815302
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Credit,XGBClassifier,centroid,0.2617414248021106
Original,original,,Agglo,3,20,Credit,XGBClassifier,centroid,0.3018469656992084
Decoded,decoded,GNN,Agglo,4,20,Credit,XGBClassifier,centroid,0.3071240105540896
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,Credit,XGBClassifier,centroid,0.2680738786279683
Encoded,encoded,GNN,Agglo,2,20,Credit,XGBClassifier,centroid,0.2802110817941952
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Credit,XGBClassifier,centroid,0.267018469656992
Original,original,,Agglo,3,20,Credit,XGBClassifier,centroid,0.3018469656992084
Decoded,decoded,MLP,Agglo,4,20,Credit,XGBClassifier,closest,0.308707124010554
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,Credit,XGBClassifier,closest,0.2664907651715039
Encoded,encoded,MLP,Agglo,3,20,Credit,XGBClassifier,closest,0.2812664907651714
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Credit,XGBClassifier,closest,0.2680738786279683
Original,original,,Agglo,2,20,Credit,XGBClassifier,closest,0.2812664907651714
Decoded,decoded,GNN,Agglo,4,20,Credit,XGBClassifier,closest,0.2934036939313982
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Credit,XGBClassifier,closest,0.2854881266490764
Encoded,encoded,GNN,Agglo,0,20,Credit,XGBClassifier,closest,0.2649076517150395
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Credit,XGBClassifier,closest,0.2680738786279683
Original,original,,Agglo,2,20,Credit,XGBClassifier,closest,0.2812664907651714
Decoded,decoded,MLP,KIP,3,20,Credit,XGBClassifier,centroid,0.30786279683377293
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Credit,XGBClassifier,centroid,0.3064907651715039
Encoded,encoded,MLP,KIP,1,20,Credit,XGBClassifier,centroid,0.2982585751978891
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Credit,XGBClassifier,centroid,0.28591029023746695
Original,original,,KIP,4,20,Credit,XGBClassifier,centroid,0.32232189973614767
Decoded,decoded,GNN,KIP,1,20,Credit,XGBClassifier,centroid,0.30406332453825846
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Credit,XGBClassifier,centroid,0.3152506596306068
Encoded,encoded,GNN,KIP,2,20,Credit,XGBClassifier,centroid,0.31335092348284954
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Credit,XGBClassifier,centroid,0.29002638522427426
Original,original,,KIP,4,20,Credit,XGBClassifier,centroid,0.32232189973614767
Decoded,decoded,MLP,KMeans,3,20,Credit,XGBClassifier,centroid,0.2940369393139841
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,Credit,XGBClassifier,centroid,0.2817941952506596
Encoded,encoded,MLP,KMeans,1,20,Credit,XGBClassifier,centroid,0.2852770448548812
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,Credit,XGBClassifier,centroid,0.28844327176780993
Original,original,,KMeans,4,20,Credit,XGBClassifier,centroid,0.33614775725593665
Decoded,decoded,GNN,KMeans,2,20,Credit,XGBClassifier,centroid,0.2934036939313983
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Credit,XGBClassifier,centroid,0.2863324538258574
Encoded,encoded,GNN,KMeans,3,20,Credit,XGBClassifier,centroid,0.30416886543535615
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,XGBClassifier,centroid,0.27704485488126646
Original,original,,KMeans,4,20,Credit,XGBClassifier,centroid,0.33614775725593665
Decoded,decoded,MLP,KMeans,0,20,Credit,XGBClassifier,closest,0.2730343007915566
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Credit,XGBClassifier,closest,0.29118733509234823
Encoded,encoded,MLP,KMeans,4,20,Credit,XGBClassifier,closest,0.29488126649076507
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,Credit,XGBClassifier,closest,0.2873878627968337
Original,original,,KMeans,1,20,Credit,XGBClassifier,closest,0.27978891820580465
Decoded,decoded,GNN,KMeans,4,20,Credit,XGBClassifier,closest,0.3004749340369392
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Credit,XGBClassifier,closest,0.288126649076517
Encoded,encoded,GNN,KMeans,3,20,Credit,XGBClassifier,closest,0.29762532981530326
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Credit,XGBClassifier,closest,0.2766226912928759
Original,original,,KMeans,1,20,Credit,XGBClassifier,closest,0.27978891820580465
Decoded,decoded,MLP,Agglo,3,20,CreditDefault,GaussianNB,centroid,0.0819227182384787
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,CreditDefault,GaussianNB,centroid,0.0155002384197622
Encoded,encoded,MLP,Agglo,1,20,CreditDefault,GaussianNB,centroid,-0.0594471193406956
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,GaussianNB,centroid,-0.1165108850225971
Original,original,,Agglo,4,20,CreditDefault,GaussianNB,centroid,0.0875342332800229
Decoded,decoded,GNN,Agglo,2,20,CreditDefault,GaussianNB,centroid,-0.0441106098904113
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,CreditDefault,GaussianNB,centroid,-0.0031893390497811
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,GaussianNB,centroid,-0.1140237238212991
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,GaussianNB,centroid,-0.1727247791979812
Original,original,,Agglo,4,20,CreditDefault,GaussianNB,centroid,0.0875342332800229
Decoded,decoded,MLP,Agglo,1,20,CreditDefault,GaussianNB,closest,-0.108919430999633
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,CreditDefault,GaussianNB,closest,0.0203775049899357
Encoded,encoded,MLP,Agglo,2,20,CreditDefault,GaussianNB,closest,-0.0593416238706709
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,GaussianNB,closest,-0.1190115496440584
Original,original,,Agglo,3,20,CreditDefault,GaussianNB,closest,0.0097098030610565
Decoded,decoded,GNN,Agglo,3,20,CreditDefault,GaussianNB,closest,0.0063136928900273
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,CreditDefault,GaussianNB,closest,0.0053422906020415
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,GaussianNB,closest,-0.0686986500799654
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,GaussianNB,closest,-0.1592677770416539
Original,original,,Agglo,4,20,CreditDefault,GaussianNB,closest,0.0097098030610565
Decoded,decoded,MLP,KIP,2,20,CreditDefault,GaussianNB,centroid,0.10502217514779902
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,CreditDefault,GaussianNB,centroid,0.1523849149917502
Encoded,encoded,MLP,KIP,1,20,CreditDefault,GaussianNB,centroid,0.019069023576127643
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,CreditDefault,GaussianNB,centroid,-0.08307034015959353
Original,original,,KIP,3,20,CreditDefault,GaussianNB,centroid,0.14110449537296868
Decoded,decoded,GNN,KIP,3,20,CreditDefault,GaussianNB,centroid,0.05446790194829032
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,CreditDefault,GaussianNB,centroid,0.02626111394776708
Encoded,encoded,GNN,KIP,1,20,CreditDefault,GaussianNB,centroid,-0.012880743700865541
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,CreditDefault,GaussianNB,centroid,-0.1473683944011444
Original,original,,KIP,4,20,CreditDefault,GaussianNB,centroid,0.14110449537296868
Decoded,decoded,MLP,KMeans,2,20,CreditDefault,GaussianNB,centroid,-0.022415339885305297
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,CreditDefault,GaussianNB,centroid,-0.01950720956042152
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,GaussianNB,centroid,-0.0454442414242733
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,GaussianNB,centroid,-0.11942542947205843
Original,original,,KMeans,4,20,CreditDefault,GaussianNB,centroid,0.01790891099136206
Decoded,decoded,GNN,KMeans,2,20,CreditDefault,GaussianNB,centroid,-0.05757976512488553
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,GaussianNB,centroid,0.06729851420180014
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,GaussianNB,centroid,-0.09691961667166007
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,GaussianNB,centroid,-0.17274908535427488
Original,original,,KMeans,3,20,CreditDefault,GaussianNB,centroid,0.01790891099136206
Decoded,decoded,MLP,KMeans,4,20,CreditDefault,GaussianNB,closest,0.10397076509534679
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,CreditDefault,GaussianNB,closest,-0.007469248070487919
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,GaussianNB,closest,-0.04136722129151774
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,GaussianNB,closest,-0.10814450347502078
Original,original,,KMeans,3,20,CreditDefault,GaussianNB,closest,0.02326487380631864
Decoded,decoded,GNN,KMeans,2,20,CreditDefault,GaussianNB,closest,-0.029059697776577582
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,GaussianNB,closest,0.06257856247652718
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,GaussianNB,closest,-0.0847820674580233
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,GaussianNB,closest,-0.1700477261506391
Original,original,,KMeans,3,20,CreditDefault,GaussianNB,closest,0.02326487380631864
Decoded,decoded,MLP,Agglo,4,20,CreditDefault,KNeighborsClassifier,centroid,0.0849049993754968
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,CreditDefault,KNeighborsClassifier,centroid,0.0569135535442833
Encoded,encoded,MLP,Agglo,1,20,CreditDefault,KNeighborsClassifier,centroid,0.0265870755283144
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,KNeighborsClassifier,centroid,-0.0264119100350026
Original,original,,Agglo,2,20,CreditDefault,KNeighborsClassifier,centroid,0.0273578036988858
Decoded,decoded,GNN,Agglo,4,20,CreditDefault,KNeighborsClassifier,centroid,0.049389814811994
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,CreditDefault,KNeighborsClassifier,centroid,0.0364831643113254
Encoded,encoded,GNN,Agglo,2,20,CreditDefault,KNeighborsClassifier,centroid,0.0326615102007243
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,KNeighborsClassifier,centroid,-0.058278321213912
Original,original,,Agglo,1,20,CreditDefault,KNeighborsClassifier,centroid,0.0273578036988858
Decoded,decoded,MLP,Agglo,4,20,CreditDefault,KNeighborsClassifier,closest,0.0917714867133166
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,CreditDefault,KNeighborsClassifier,closest,0.0281163464438357
Encoded,encoded,MLP,Agglo,2,20,CreditDefault,KNeighborsClassifier,closest,0.0470730607656712
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,KNeighborsClassifier,closest,-0.0438462077432288
Original,original,,Agglo,3,20,CreditDefault,KNeighborsClassifier,closest,0.0683404364210186
Decoded,decoded,GNN,Agglo,4,20,CreditDefault,KNeighborsClassifier,closest,0.0691248731954146
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,CreditDefault,KNeighborsClassifier,closest,0.06908298579484
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,KNeighborsClassifier,closest,0.028886313025306
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,KNeighborsClassifier,closest,-0.0302069085270563
Original,original,,Agglo,2,20,CreditDefault,KNeighborsClassifier,closest,0.0683404364210186
Decoded,decoded,MLP,KIP,2,20,CreditDefault,KNeighborsClassifier,centroid,0.141951069423416
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,CreditDefault,KNeighborsClassifier,centroid,0.13740864738729236
Encoded,encoded,MLP,KIP,3,20,CreditDefault,KNeighborsClassifier,centroid,0.15855767209628913
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,CreditDefault,KNeighborsClassifier,centroid,0.0887217793158492
Original,original,,KIP,4,20,CreditDefault,KNeighborsClassifier,centroid,0.19486445237174063
Decoded,decoded,GNN,KIP,2,20,CreditDefault,KNeighborsClassifier,centroid,0.16214749848443755
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,CreditDefault,KNeighborsClassifier,centroid,0.10927249962682124
Encoded,encoded,GNN,KIP,3,20,CreditDefault,KNeighborsClassifier,centroid,0.16264923338441045
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,CreditDefault,KNeighborsClassifier,centroid,0.03131425908042672
Original,original,,KIP,4,20,CreditDefault,KNeighborsClassifier,centroid,0.19486445237174063
Decoded,decoded,MLP,KMeans,4,20,CreditDefault,KNeighborsClassifier,centroid,0.08396809246300954
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,CreditDefault,KNeighborsClassifier,centroid,0.04819518614760811
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,KNeighborsClassifier,centroid,0.01449593463737688
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,KNeighborsClassifier,centroid,-0.031749126457300735
Original,original,,KMeans,2,20,CreditDefault,KNeighborsClassifier,centroid,0.04037823561129708
Decoded,decoded,GNN,KMeans,3,20,CreditDefault,KNeighborsClassifier,centroid,0.058928718306469396
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,KNeighborsClassifier,centroid,0.08040370315084641
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,KNeighborsClassifier,centroid,0.009305552593820057
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,KNeighborsClassifier,centroid,-0.02555969183058606
Original,original,,KMeans,2,20,CreditDefault,KNeighborsClassifier,centroid,0.04037823561129708
Decoded,decoded,MLP,KMeans,3,20,CreditDefault,KNeighborsClassifier,closest,0.06925129698623947
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,CreditDefault,KNeighborsClassifier,closest,0.05788199024556666
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,KNeighborsClassifier,closest,0.05454958097367631
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,KNeighborsClassifier,closest,0.0030030981444642
Original,original,,KMeans,4,20,CreditDefault,KNeighborsClassifier,closest,0.08042761704862886
Decoded,decoded,GNN,KMeans,2,20,CreditDefault,KNeighborsClassifier,closest,0.049707397467259176
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,KNeighborsClassifier,closest,0.09847042444883793
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,KNeighborsClassifier,closest,0.04432859828002701
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,KNeighborsClassifier,closest,-0.00781527504028808
Original,original,,KMeans,3,20,CreditDefault,KNeighborsClassifier,closest,0.08042761704862886
Decoded,decoded,MLP,Agglo,4,20,CreditDefault,LogisticRegression,centroid,0.114894175425048
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,CreditDefault,LogisticRegression,centroid,0.0075808767632403
Encoded,encoded,MLP,Agglo,1,20,CreditDefault,LogisticRegression,centroid,-0.0224560472047589
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,LogisticRegression,centroid,-0.0397279572357701
Original,original,,Agglo,2,20,CreditDefault,LogisticRegression,centroid,0.0038537883267169
Decoded,decoded,GNN,Agglo,3,20,CreditDefault,LogisticRegression,centroid,0.0315716518045686
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,CreditDefault,LogisticRegression,centroid,0.100005429995294
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,LogisticRegression,centroid,-0.0059465990129474
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,LogisticRegression,centroid,-0.0486919744669553
Original,original,,Agglo,2,20,CreditDefault,LogisticRegression,centroid,0.0038537883267169
Decoded,decoded,MLP,Agglo,2,20,CreditDefault,LogisticRegression,closest,0.0308106982973949
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,CreditDefault,LogisticRegression,closest,0.0518285509152559
Encoded,encoded,MLP,Agglo,1,20,CreditDefault,LogisticRegression,closest,0.0232713006648728
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,LogisticRegression,closest,-0.0284901294752209
Original,original,,Agglo,4,20,CreditDefault,LogisticRegression,closest,0.0983598397548057
Decoded,decoded,GNN,Agglo,2,20,CreditDefault,LogisticRegression,closest,0.015157228530402
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,CreditDefault,LogisticRegression,closest,0.0421412884775501
Encoded,encoded,GNN,Agglo,0,20,CreditDefault,LogisticRegression,closest,-0.0322157095797182
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,CreditDefault,LogisticRegression,closest,-0.0224281430622759
Original,original,,Agglo,4,20,CreditDefault,LogisticRegression,closest,0.0983598397548057
Decoded,decoded,MLP,KIP,2,20,CreditDefault,LogisticRegression,centroid,0.11796091610053941
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,CreditDefault,LogisticRegression,centroid,0.1286503143363943
Encoded,encoded,MLP,KIP,1,20,CreditDefault,LogisticRegression,centroid,0.07101151762335144
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,CreditDefault,LogisticRegression,centroid,0.03421153451667012
Original,original,,KIP,3,20,CreditDefault,LogisticRegression,centroid,0.1254761804206437
Decoded,decoded,GNN,KIP,4,20,CreditDefault,LogisticRegression,centroid,0.17865001266998906
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,CreditDefault,LogisticRegression,centroid,0.11545949826843489
Encoded,encoded,GNN,KIP,1,20,CreditDefault,LogisticRegression,centroid,0.09776299277207304
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,CreditDefault,LogisticRegression,centroid,0.007699280827290099
Original,original,,KIP,3,20,CreditDefault,LogisticRegression,centroid,0.1254761804206437
Decoded,decoded,MLP,KMeans,4,20,CreditDefault,LogisticRegression,centroid,0.06657762479939189
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,CreditDefault,LogisticRegression,centroid,0.05051735788495661
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,LogisticRegression,centroid,-0.03702547874458491
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,LogisticRegression,centroid,-0.04486518528350598
Original,original,,KMeans,2,20,CreditDefault,LogisticRegression,centroid,-0.00398637071181188
Decoded,decoded,GNN,KMeans,3,20,CreditDefault,LogisticRegression,centroid,0.05064119194430041
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,LogisticRegression,centroid,0.097201591591954
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,LogisticRegression,centroid,-0.028898585787892183
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,LogisticRegression,centroid,-0.04526368660480482
Original,original,,KMeans,2,20,CreditDefault,LogisticRegression,centroid,-0.00398637071181188
Decoded,decoded,MLP,KMeans,3,20,CreditDefault,LogisticRegression,closest,0.055752175014781746
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,CreditDefault,LogisticRegression,closest,0.03971136558348324
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,LogisticRegression,closest,0.02931684625873334
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,LogisticRegression,closest,-0.0226435328756047
Original,original,,KMeans,4,20,CreditDefault,LogisticRegression,closest,0.09056115984699484
Decoded,decoded,GNN,KMeans,2,20,CreditDefault,LogisticRegression,closest,0.06758624642525321
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,CreditDefault,LogisticRegression,closest,0.08245553437187027
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,LogisticRegression,closest,0.01401919201670038
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,LogisticRegression,closest,-0.03566541575663952
Original,original,,KMeans,4,20,CreditDefault,LogisticRegression,closest,0.09056115984699484
Decoded,decoded,MLP,Agglo,4,20,CreditDefault,MLPClassifier,centroid,0.1357802213180123
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,CreditDefault,MLPClassifier,centroid,0.0746539541013943
Encoded,encoded,MLP,Agglo,1,20,CreditDefault,MLPClassifier,centroid,0.0576049418502949
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,MLPClassifier,centroid,0.0206188879266089
Original,original,,Agglo,3,20,CreditDefault,MLPClassifier,centroid,0.1030209001941298
Decoded,decoded,GNN,Agglo,2,20,CreditDefault,MLPClassifier,centroid,0.0873991242380992
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,CreditDefault,MLPClassifier,centroid,0.1344379480640207
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,MLPClassifier,centroid,0.0540129329455972
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,MLPClassifier,centroid,-0.0006754204778064
Original,original,,Agglo,3,20,CreditDefault,MLPClassifier,centroid,0.1030209001941298
Decoded,decoded,MLP,Agglo,2,20,CreditDefault,MLPClassifier,closest,0.1023397679152425
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,CreditDefault,MLPClassifier,closest,0.1129951328315039
Encoded,encoded,MLP,Agglo,1,20,CreditDefault,MLPClassifier,closest,0.0959025680971635
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,MLPClassifier,closest,0.0369503551669309
Original,original,,Agglo,4,20,CreditDefault,MLPClassifier,closest,0.1549475977949592
Decoded,decoded,GNN,Agglo,2,20,CreditDefault,MLPClassifier,closest,0.0846667413960641
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,CreditDefault,MLPClassifier,closest,0.1194708873068787
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,MLPClassifier,closest,0.0575828086211069
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,MLPClassifier,closest,0.0391244094533164
Original,original,,Agglo,4,20,CreditDefault,MLPClassifier,closest,0.1549475977949592
Decoded,decoded,MLP,KIP,3,20,CreditDefault,MLPClassifier,centroid,0.16794680028473324
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,CreditDefault,MLPClassifier,centroid,0.18772790978781367
Encoded,encoded,MLP,KIP,1,20,CreditDefault,MLPClassifier,centroid,0.14539018384145747
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,CreditDefault,MLPClassifier,centroid,0.10345414030610964
Original,original,,KIP,2,20,CreditDefault,MLPClassifier,centroid,0.15275812164565547
Decoded,decoded,GNN,KIP,4,20,CreditDefault,MLPClassifier,centroid,0.25084017024023114
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,CreditDefault,MLPClassifier,centroid,0.1796422841778112
Encoded,encoded,GNN,KIP,2,20,CreditDefault,MLPClassifier,centroid,0.16176420399983144
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,CreditDefault,MLPClassifier,centroid,0.07279119297391343
Original,original,,KIP,1,20,CreditDefault,MLPClassifier,centroid,0.15275812164565547
Decoded,decoded,MLP,KMeans,4,20,CreditDefault,MLPClassifier,centroid,0.12882053449606562
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,CreditDefault,MLPClassifier,centroid,0.1222768095878292
Encoded,encoded,MLP,KMeans,0,20,CreditDefault,MLPClassifier,centroid,0.030996373720288777
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,CreditDefault,MLPClassifier,centroid,0.03137563731205494
Original,original,,KMeans,2,20,CreditDefault,MLPClassifier,centroid,0.08853805737361382
Decoded,decoded,GNN,KMeans,3,20,CreditDefault,MLPClassifier,centroid,0.1100194272634261
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,MLPClassifier,centroid,0.16632893262859227
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,MLPClassifier,centroid,0.04847634136293556
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,MLPClassifier,centroid,0.01494321398762968
Original,original,,KMeans,2,20,CreditDefault,MLPClassifier,centroid,0.08853805737361382
Decoded,decoded,MLP,KMeans,3,20,CreditDefault,MLPClassifier,closest,0.11458672620267323
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,CreditDefault,MLPClassifier,closest,0.10820907191086157
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,MLPClassifier,closest,0.09168568815422432
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,MLPClassifier,closest,0.04491460500396608
Original,original,,KMeans,4,20,CreditDefault,MLPClassifier,closest,0.14939172888364982
Decoded,decoded,GNN,KMeans,2,20,CreditDefault,MLPClassifier,closest,0.12438617772697444
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,CreditDefault,MLPClassifier,closest,0.15124706466972576
Encoded,encoded,GNN,KMeans,1,20,CreditDefault,MLPClassifier,closest,0.10332733832211556
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,CreditDefault,MLPClassifier,closest,0.047344547978772064
Original,original,,KMeans,3,20,CreditDefault,MLPClassifier,closest,0.14939172888364982
Decoded,decoded,MLP,Agglo,4,20,CreditDefault,XGBClassifier,centroid,0.1353287380584271
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,CreditDefault,XGBClassifier,centroid,0.0551004135165917
Encoded,encoded,MLP,Agglo,2,20,CreditDefault,XGBClassifier,centroid,0.094806438036839
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,CreditDefault,XGBClassifier,centroid,0.0673111099965762
Original,original,,Agglo,3,20,CreditDefault,XGBClassifier,centroid,0.1080536517607344
Decoded,decoded,GNN,Agglo,0,20,CreditDefault,XGBClassifier,centroid,0.0790122702998556
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,CreditDefault,XGBClassifier,centroid,0.0949997855732208
Encoded,encoded,GNN,Agglo,4,20,CreditDefault,XGBClassifier,centroid,0.1295174089104138
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,CreditDefault,XGBClassifier,centroid,0.0847145688822402
Original,original,,Agglo,3,20,CreditDefault,XGBClassifier,centroid,0.1080536517607344
Decoded,decoded,MLP,Agglo,1,20,CreditDefault,XGBClassifier,closest,0.0818005452982022
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,CreditDefault,XGBClassifier,closest,0.1064131051832402
Encoded,encoded,MLP,Agglo,3,20,CreditDefault,XGBClassifier,closest,0.1635371259979021
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,CreditDefault,XGBClassifier,closest,0.0433861695454369
Original,original,,Agglo,4,20,CreditDefault,XGBClassifier,closest,0.2098198742368768
Decoded,decoded,GNN,Agglo,3,20,CreditDefault,XGBClassifier,closest,0.1708319977089042
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,CreditDefault,XGBClassifier,closest,0.1152147793112319
Encoded,encoded,GNN,Agglo,1,20,CreditDefault,XGBClassifier,closest,0.115073766446352
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,CreditDefault,XGBClassifier,closest,0.1100031182741768
Original,original,,Agglo,4,20,CreditDefault,XGBClassifier,closest,0.2098198742368768
Decoded,decoded,MLP,KIP,1,20,CreditDefault,XGBClassifier,centroid,0.1591619474603509
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,CreditDefault,XGBClassifier,centroid,0.18089304755695199
Encoded,encoded,MLP,KIP,2,20,CreditDefault,XGBClassifier,centroid,0.1724886808101115
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,CreditDefault,XGBClassifier,centroid,0.14222324953244045
Original,original,,KIP,4,20,CreditDefault,XGBClassifier,centroid,0.23240490172348238
Decoded,decoded,GNN,KIP,4,20,CreditDefault,XGBClassifier,centroid,0.24831464186003224
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,CreditDefault,XGBClassifier,centroid,0.17480681600946668
Encoded,encoded,GNN,KIP,2,20,CreditDefault,XGBClassifier,centroid,0.18782288493422902
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,CreditDefault,XGBClassifier,centroid,0.1039235739347167
Original,original,,KIP,3,20,CreditDefault,XGBClassifier,centroid,0.23240490172348238
Decoded,decoded,MLP,KMeans,3,20,CreditDefault,XGBClassifier,centroid,0.1277980695774919
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,CreditDefault,XGBClassifier,centroid,0.08658437039572996
Encoded,encoded,MLP,KMeans,1,20,CreditDefault,XGBClassifier,centroid,0.07137184438285413
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,XGBClassifier,centroid,0.05542358011311536
Original,original,,KMeans,4,20,CreditDefault,XGBClassifier,centroid,0.16782377171616278
Decoded,decoded,GNN,KMeans,1,20,CreditDefault,XGBClassifier,centroid,0.1033970289897735
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,CreditDefault,XGBClassifier,centroid,0.12927172670253034
Encoded,encoded,GNN,KMeans,0,20,CreditDefault,XGBClassifier,centroid,0.09277599815665634
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,CreditDefault,XGBClassifier,centroid,0.10348221820505146
Original,original,,KMeans,4,20,CreditDefault,XGBClassifier,centroid,0.16782377171616278
Decoded,decoded,MLP,KMeans,1,20,CreditDefault,XGBClassifier,closest,0.08270288225934572
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,CreditDefault,XGBClassifier,closest,0.09338816843914008
Encoded,encoded,MLP,KMeans,3,20,CreditDefault,XGBClassifier,closest,0.11346113169365886
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,CreditDefault,XGBClassifier,closest,0.04573076282871792
Original,original,,KMeans,4,20,CreditDefault,XGBClassifier,closest,0.15354978081221943
Decoded,decoded,GNN,KMeans,0,20,CreditDefault,XGBClassifier,closest,0.08008178746163015
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,CreditDefault,XGBClassifier,closest,0.1129380757268158
Encoded,encoded,GNN,KMeans,3,20,CreditDefault,XGBClassifier,closest,0.12923640079926663
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,CreditDefault,XGBClassifier,closest,0.10840211344848391
Original,original,,KMeans,4,20,CreditDefault,XGBClassifier,closest,0.15354978081221943
Decoded,decoded,MLP,Agglo,3,20,Diabetes,GaussianNB,centroid,0.1091774749630603
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Diabetes,GaussianNB,centroid,0.1278936135281563
Encoded,encoded,MLP,Agglo,1,20,Diabetes,GaussianNB,centroid,0.0456411098341817
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Diabetes,GaussianNB,centroid,0.0380889837465113
Original,original,,Agglo,2,20,Diabetes,GaussianNB,centroid,0.0822525036939748
Decoded,decoded,GNN,Agglo,4,20,Diabetes,GaussianNB,centroid,0.1072073551141028
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Diabetes,GaussianNB,centroid,0.0829092103102939
Encoded,encoded,GNN,Agglo,1,20,Diabetes,GaussianNB,centroid,0.0469545230668198
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Diabetes,GaussianNB,centroid,0.0042685930060746
Original,original,,Agglo,2,20,Diabetes,GaussianNB,centroid,0.0822525036939748
Decoded,decoded,MLP,Agglo,4,20,Diabetes,GaussianNB,closest,0.1219832539812839
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Diabetes,GaussianNB,closest,0.0919389262846823
Encoded,encoded,MLP,Agglo,2,20,Diabetes,GaussianNB,closest,0.0970284025611558
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Diabetes,GaussianNB,closest,0.0906255130520438
Original,original,,Agglo,3,20,Diabetes,GaussianNB,closest,0.1098341815793794
Decoded,decoded,GNN,Agglo,3,20,Diabetes,GaussianNB,closest,0.0986701691019536
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Diabetes,GaussianNB,closest,0.0953866360203578
Encoded,encoded,GNN,Agglo,1,20,Diabetes,GaussianNB,closest,0.0485962896076178
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Diabetes,GaussianNB,closest,0.0251190280742077
Original,original,,Agglo,4,20,Diabetes,GaussianNB,closest,0.1098341815793794
Decoded,decoded,MLP,KIP,0,20,Diabetes,GaussianNB,centroid,0.10169101953702182
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Diabetes,GaussianNB,centroid,0.129699556723034
Encoded,encoded,MLP,KIP,1,20,Diabetes,GaussianNB,centroid,0.10418650467903465
Encoded-FT,encoded,MLP-MultiHead,KIP,3,20,Diabetes,GaussianNB,centroid,0.10704317846002301
Original,original,,KIP,2,20,Diabetes,GaussianNB,centroid,0.10546708258085705
Decoded,decoded,GNN,KIP,4,20,Diabetes,GaussianNB,centroid,0.10835659169266129
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Diabetes,GaussianNB,centroid,0.10142833689049416
Encoded,encoded,GNN,KIP,1,20,Diabetes,GaussianNB,centroid,0.09184042029223445
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Diabetes,GaussianNB,centroid,0.06997208996880641
Original,original,,KIP,3,20,Diabetes,GaussianNB,centroid,0.10546708258085705
Decoded,decoded,MLP,KMeans,4,20,Diabetes,GaussianNB,centroid,0.12145788868822849
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Diabetes,GaussianNB,centroid,0.05263503529798064
Encoded,encoded,MLP,KMeans,3,20,Diabetes,GaussianNB,centroid,0.0586767361681169
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Diabetes,GaussianNB,centroid,0.04255458873748154
Original,original,,KMeans,1,20,Diabetes,GaussianNB,centroid,0.04501723854867836
Decoded,decoded,GNN,KMeans,3,20,Diabetes,GaussianNB,centroid,0.11768182564439338
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,GaussianNB,centroid,0.1274339188967329
Encoded,encoded,GNN,KMeans,0,20,Diabetes,GaussianNB,centroid,0.027614513216220642
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Diabetes,GaussianNB,centroid,0.030307010343129236
Original,original,,KMeans,2,20,Diabetes,GaussianNB,centroid,0.04501723854867836
Decoded,decoded,MLP,KMeans,4,20,Diabetes,GaussianNB,closest,0.12007880479395835
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,Diabetes,GaussianNB,closest,0.04862912493843374
Encoded,encoded,MLP,KMeans,3,20,Diabetes,GaussianNB,closest,0.10136266622886222
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,Diabetes,GaussianNB,closest,0.08918075849614185
Original,original,,KMeans,1,20,Diabetes,GaussianNB,closest,0.05434247250041043
Decoded,decoded,GNN,KMeans,3,20,Diabetes,GaussianNB,closest,0.10352979806271549
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,GaussianNB,closest,0.11393859793137417
Encoded,encoded,GNN,KMeans,0,20,Diabetes,GaussianNB,closest,0.029486127072730257
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Diabetes,GaussianNB,closest,0.03020850435068138
Original,original,,KMeans,2,20,Diabetes,GaussianNB,closest,0.05434247250041043
Decoded,decoded,MLP,Agglo,4,20,Diabetes,KNeighborsClassifier,centroid,0.112017310252996
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Diabetes,KNeighborsClassifier,centroid,0.0798934753661785
Encoded,encoded,MLP,Agglo,2,20,Diabetes,KNeighborsClassifier,centroid,0.0707390146471373
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Diabetes,KNeighborsClassifier,centroid,0.0339547270306259
Original,original,,Agglo,0,20,Diabetes,KNeighborsClassifier,centroid,0.0134820239680428
Decoded,decoded,GNN,Agglo,3,20,Diabetes,KNeighborsClassifier,centroid,0.0887150466045275
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Diabetes,KNeighborsClassifier,centroid,0.1190079893475367
Encoded,encoded,GNN,Agglo,2,20,Diabetes,KNeighborsClassifier,centroid,0.0532623169107856
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Diabetes,KNeighborsClassifier,centroid,0.0213049267643144
Original,original,,Agglo,0,20,Diabetes,KNeighborsClassifier,centroid,0.0134820239680428
Decoded,decoded,MLP,Agglo,4,20,Diabetes,KNeighborsClassifier,closest,0.0953728362183754
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Diabetes,KNeighborsClassifier,closest,0.0842210386151797
Encoded,encoded,MLP,Agglo,3,20,Diabetes,KNeighborsClassifier,closest,0.0952063914780293
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,Diabetes,KNeighborsClassifier,closest,0.087549933422104
Original,original,,Agglo,0,20,Diabetes,KNeighborsClassifier,closest,0.0757323568575233
Decoded,decoded,GNN,Agglo,4,20,Diabetes,KNeighborsClassifier,closest,0.0995339547270307
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Diabetes,KNeighborsClassifier,closest,0.0729027962716379
Encoded,encoded,GNN,Agglo,1,20,Diabetes,KNeighborsClassifier,closest,0.061584553928096
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Diabetes,KNeighborsClassifier,closest,0.0326231691078563
Original,original,,Agglo,3,20,Diabetes,KNeighborsClassifier,closest,0.0757323568575233
Decoded,decoded,MLP,KIP,0,20,Diabetes,KNeighborsClassifier,centroid,0.09507323568575238
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Diabetes,KNeighborsClassifier,centroid,0.10269640479360857
Encoded,encoded,MLP,KIP,1,20,Diabetes,KNeighborsClassifier,centroid,0.09517310252996015
Encoded-FT,encoded,MLP-MultiHead,KIP,3,20,Diabetes,KNeighborsClassifier,centroid,0.09870173102529964
Original,original,,KIP,2,20,Diabetes,KNeighborsClassifier,centroid,0.09533954727030633
Decoded,decoded,GNN,KIP,2,20,Diabetes,KNeighborsClassifier,centroid,0.09487350199733699
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Diabetes,KNeighborsClassifier,centroid,0.10702396804260994
Encoded,encoded,GNN,KIP,1,20,Diabetes,KNeighborsClassifier,centroid,0.07646471371504662
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Diabetes,KNeighborsClassifier,centroid,0.06071904127829568
Original,original,,KIP,3,20,Diabetes,KNeighborsClassifier,centroid,0.09533954727030633
Decoded,decoded,MLP,KMeans,4,20,Diabetes,KNeighborsClassifier,centroid,0.08055925432756328
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Diabetes,KNeighborsClassifier,centroid,0.07513315579227699
Encoded,encoded,MLP,KMeans,2,20,Diabetes,KNeighborsClassifier,centroid,0.052430093209054694
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Diabetes,KNeighborsClassifier,centroid,0.033688415446072
Original,original,,KMeans,1,20,Diabetes,KNeighborsClassifier,centroid,0.039846870838881596
Decoded,decoded,GNN,KMeans,3,20,Diabetes,KNeighborsClassifier,centroid,0.08025965379494011
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,KNeighborsClassifier,centroid,0.0864513981358189
Encoded,encoded,GNN,KMeans,0,20,Diabetes,KNeighborsClassifier,centroid,0.033754993342210424
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Diabetes,KNeighborsClassifier,centroid,0.04960053262316918
Original,original,,KMeans,1,20,Diabetes,KNeighborsClassifier,centroid,0.039846870838881596
Decoded,decoded,MLP,KMeans,3,20,Diabetes,KNeighborsClassifier,closest,0.07636484687083896
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,Diabetes,KNeighborsClassifier,closest,0.06854194407456726
Encoded,encoded,MLP,KMeans,4,20,Diabetes,KNeighborsClassifier,closest,0.09404127829560593
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Diabetes,KNeighborsClassifier,closest,0.06990679094540624
Original,original,,KMeans,2,20,Diabetes,KNeighborsClassifier,closest,0.07183754993342219
Decoded,decoded,GNN,KMeans,3,20,Diabetes,KNeighborsClassifier,closest,0.07280292942743015
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,KNeighborsClassifier,closest,0.0767310252996006
Encoded,encoded,GNN,KMeans,0,20,Diabetes,KNeighborsClassifier,closest,0.04337549933422114
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Diabetes,KNeighborsClassifier,closest,0.06245006657789619
Original,original,,KMeans,2,20,Diabetes,KNeighborsClassifier,closest,0.07183754993342219
Decoded,decoded,MLP,Agglo,4,20,Diabetes,LogisticRegression,centroid,0.15580559462416
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Diabetes,LogisticRegression,centroid,0.1540865760275043
Encoded,encoded,MLP,Agglo,0,20,Diabetes,LogisticRegression,centroid,0.0573527113611501
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Diabetes,LogisticRegression,centroid,0.0601656508829505
Original,original,,Agglo,2,20,Diabetes,LogisticRegression,centroid,0.0679793717768402
Decoded,decoded,GNN,Agglo,4,20,Diabetes,LogisticRegression,centroid,0.131583059853102
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Diabetes,LogisticRegression,centroid,0.1132989529614002
Encoded,encoded,GNN,Agglo,2,20,Diabetes,LogisticRegression,centroid,0.1004844506954211
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Diabetes,LogisticRegression,centroid,0.0759493670886076
Original,original,,Agglo,0,20,Diabetes,LogisticRegression,centroid,0.0679793717768402
Decoded,decoded,MLP,Agglo,4,20,Diabetes,LogisticRegression,closest,0.1658071573683389
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Diabetes,LogisticRegression,closest,0.1300203156743242
Encoded,encoded,MLP,Agglo,3,20,Diabetes,LogisticRegression,closest,0.1562744178777934
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Diabetes,LogisticRegression,closest,0.1200187529301453
Original,original,,Agglo,0,20,Diabetes,LogisticRegression,closest,0.1032973902172215
Decoded,decoded,GNN,Agglo,3,20,Diabetes,LogisticRegression,closest,0.1415846225972809
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Diabetes,LogisticRegression,closest,0.1270511017346461
Encoded,encoded,GNN,Agglo,1,20,Diabetes,LogisticRegression,closest,0.1204875761837787
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,Diabetes,LogisticRegression,closest,0.1417408970151586
Original,original,,Agglo,0,20,Diabetes,LogisticRegression,closest,0.1032973902172215
Decoded,decoded,MLP,KIP,0,20,Diabetes,LogisticRegression,centroid,0.12839506172839507
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Diabetes,LogisticRegression,centroid,0.15352398812314427
Encoded,encoded,MLP,KIP,1,20,Diabetes,LogisticRegression,centroid,0.12964525707141744
Encoded-FT,encoded,MLP-MultiHead,KIP,3,20,Diabetes,LogisticRegression,centroid,0.13895921237693387
Original,original,,KIP,2,20,Diabetes,LogisticRegression,centroid,0.134989842162838
Decoded,decoded,GNN,KIP,4,20,Diabetes,LogisticRegression,centroid,0.15005469604625724
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Diabetes,LogisticRegression,centroid,0.14267854352242534
Encoded,encoded,GNN,KIP,1,20,Diabetes,LogisticRegression,centroid,0.1223003594311612
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Diabetes,LogisticRegression,centroid,0.11623691201750279
Original,original,,KIP,2,20,Diabetes,LogisticRegression,centroid,0.134989842162838
Decoded,decoded,MLP,KMeans,4,20,Diabetes,LogisticRegression,centroid,0.13827160493827156
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Diabetes,LogisticRegression,centroid,0.09342084700734488
Encoded,encoded,MLP,KMeans,1,20,Diabetes,LogisticRegression,centroid,0.06922956711986247
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Diabetes,LogisticRegression,centroid,0.05550867323019224
Original,original,,KMeans,2,20,Diabetes,LogisticRegression,centroid,0.06954211595561807
Decoded,decoded,GNN,KMeans,3,20,Diabetes,LogisticRegression,centroid,0.11386154086576021
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,LogisticRegression,centroid,0.1297390217221442
Encoded,encoded,GNN,KMeans,1,20,Diabetes,LogisticRegression,centroid,0.09029535864978903
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Diabetes,LogisticRegression,centroid,0.09348335677449607
Original,original,,KMeans,0,20,Diabetes,LogisticRegression,centroid,0.06954211595561807
Decoded,decoded,MLP,KMeans,4,20,Diabetes,LogisticRegression,closest,0.1333958431004845
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,Diabetes,LogisticRegression,closest,0.08882637912173774
Encoded,encoded,MLP,KMeans,3,20,Diabetes,LogisticRegression,closest,0.13264572589467105
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Diabetes,LogisticRegression,closest,0.10139084231911236
Original,original,,KMeans,2,20,Diabetes,LogisticRegression,closest,0.10817315205500858
Decoded,decoded,GNN,KMeans,3,20,Diabetes,LogisticRegression,closest,0.12089388967026098
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,LogisticRegression,closest,0.13139553055164865
Encoded,encoded,GNN,KMeans,0,20,Diabetes,LogisticRegression,closest,0.10786060321925306
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Diabetes,LogisticRegression,closest,0.11248632598843569
Original,original,,KMeans,1,20,Diabetes,LogisticRegression,closest,0.10817315205500858
Decoded,decoded,MLP,Agglo,4,20,Diabetes,MLPClassifier,centroid,0.1579928538138886
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Diabetes,MLPClassifier,centroid,0.1561286313500078
Encoded,encoded,MLP,Agglo,1,20,Diabetes,MLPClassifier,centroid,0.0800062140748795
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Diabetes,MLPClassifier,centroid,0.0747242504272177
Original,original,,Agglo,2,20,Diabetes,MLPClassifier,centroid,0.0882398632903526
Decoded,decoded,GNN,Agglo,4,20,Diabetes,MLPClassifier,centroid,0.1468075190306044
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Diabetes,MLPClassifier,centroid,0.1090570141370203
Encoded,encoded,GNN,Agglo,1,20,Diabetes,MLPClassifier,centroid,0.1061053285692093
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,Diabetes,MLPClassifier,centroid,0.1253689606959765
Original,original,,Agglo,0,20,Diabetes,MLPClassifier,centroid,0.0882398632903526
Decoded,decoded,MLP,Agglo,4,20,Diabetes,MLPClassifier,closest,0.1767904303246855
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,Diabetes,MLPClassifier,closest,0.1168246077365234
Encoded,encoded,MLP,Agglo,3,20,Diabetes,MLPClassifier,closest,0.1763243747087153
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,Diabetes,MLPClassifier,closest,0.126611775671897
Original,original,,Agglo,1,20,Diabetes,MLPClassifier,closest,0.1202423489203045
Decoded,decoded,GNN,Agglo,4,20,Diabetes,MLPClassifier,closest,0.1660711511573715
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Diabetes,MLPClassifier,closest,0.1390399254311015
Encoded,encoded,GNN,Agglo,0,20,Diabetes,MLPClassifier,closest,0.1171353114805034
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,Diabetes,MLPClassifier,closest,0.127077831287867
Original,original,,Agglo,1,20,Diabetes,MLPClassifier,closest,0.1202423489203045
Decoded,decoded,MLP,KIP,2,20,Diabetes,MLPClassifier,centroid,0.14155662575734035
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Diabetes,MLPClassifier,centroid,0.164735125058257
Encoded,encoded,MLP,KIP,0,20,Diabetes,MLPClassifier,centroid,0.13729998446481279
Encoded-FT,encoded,MLP-MultiHead,KIP,3,20,Diabetes,MLPClassifier,centroid,0.15006990834239553
Original,original,,KIP,1,20,Diabetes,MLPClassifier,centroid,0.13757961783439493
Decoded,decoded,GNN,KIP,4,20,Diabetes,MLPClassifier,centroid,0.15560043498524165
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Diabetes,MLPClassifier,centroid,0.15358086064937088
Encoded,encoded,GNN,KIP,1,20,Diabetes,MLPClassifier,centroid,0.12841385738698158
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Diabetes,MLPClassifier,centroid,0.1256485940655585
Original,original,,KIP,2,20,Diabetes,MLPClassifier,centroid,0.13757961783439493
Decoded,decoded,MLP,KMeans,4,20,Diabetes,MLPClassifier,centroid,0.15050489358396776
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Diabetes,MLPClassifier,centroid,0.11002019574335871
Encoded,encoded,MLP,KMeans,1,20,Diabetes,MLPClassifier,centroid,0.07630883952151628
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Diabetes,MLPClassifier,centroid,0.06381854901351564
Original,original,,KMeans,2,20,Diabetes,MLPClassifier,centroid,0.0938325306819948
Decoded,decoded,GNN,KMeans,3,20,Diabetes,MLPClassifier,centroid,0.1306819947180364
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,MLPClassifier,centroid,0.14475687432033554
Encoded,encoded,GNN,KMeans,0,20,Diabetes,MLPClassifier,centroid,0.09168867484853196
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Diabetes,MLPClassifier,centroid,0.10939878825539855
Original,original,,KMeans,1,20,Diabetes,MLPClassifier,centroid,0.0938325306819948
Decoded,decoded,MLP,KMeans,3,20,Diabetes,MLPClassifier,closest,0.1385117290663353
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,Diabetes,MLPClassifier,closest,0.10156905390709955
Encoded,encoded,MLP,KMeans,4,20,Diabetes,MLPClassifier,closest,0.1506913158303558
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Diabetes,MLPClassifier,closest,0.11356221842473206
Original,original,,KMeans,2,20,Diabetes,MLPClassifier,closest,0.11744601522448347
Decoded,decoded,GNN,KMeans,3,20,Diabetes,MLPClassifier,closest,0.13776604008078294
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Diabetes,MLPClassifier,closest,0.14466366319714155
Encoded,encoded,GNN,KMeans,2,20,Diabetes,MLPClassifier,closest,0.12210657138418521
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Diabetes,MLPClassifier,closest,0.10377505048935845
Original,original,,KMeans,1,20,Diabetes,MLPClassifier,closest,0.11744601522448347
Decoded,decoded,MLP,Agglo,4,20,Diabetes,XGBClassifier,centroid,0.1328934967012252
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Diabetes,XGBClassifier,centroid,0.1217404963870562
Encoded,encoded,MLP,Agglo,0,20,Diabetes,XGBClassifier,centroid,0.0859252277725415
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Diabetes,XGBClassifier,centroid,0.1066603832862079
Original,original,,Agglo,3,20,Diabetes,XGBClassifier,centroid,0.1286522148916116
Decoded,decoded,GNN,Agglo,4,20,Diabetes,XGBClassifier,centroid,0.1322651586553566
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Diabetes,XGBClassifier,centroid,0.1294376374489474
Encoded,encoded,GNN,Agglo,1,20,Diabetes,XGBClassifier,centroid,0.116085453974238
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Diabetes,XGBClassifier,centroid,0.1047753691486019
Original,original,,Agglo,2,20,Diabetes,XGBClassifier,centroid,0.1286522148916116
Decoded,decoded,MLP,Agglo,3,20,Diabetes,XGBClassifier,closest,0.1613257932767828
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Diabetes,XGBClassifier,closest,0.1409048067860508
Encoded,encoded,MLP,Agglo,4,20,Diabetes,XGBClassifier,closest,0.1718504555450832
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Diabetes,XGBClassifier,closest,0.1266101162425385
Original,original,,Agglo,2,20,Diabetes,XGBClassifier,closest,0.149387370405278
Decoded,decoded,GNN,Agglo,2,20,Diabetes,XGBClassifier,closest,0.1314797360980208
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Diabetes,XGBClassifier,closest,0.1368206094879044
Encoded,encoded,GNN,Agglo,1,20,Diabetes,XGBClassifier,closest,0.1234684260131949
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Diabetes,XGBClassifier,closest,0.1071316368206095
Original,original,,Agglo,4,20,Diabetes,XGBClassifier,closest,0.149387370405278
Decoded,decoded,MLP,KIP,0,20,Diabetes,XGBClassifier,centroid,0.13198240653471555
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Diabetes,XGBClassifier,centroid,0.1470625196355638
Encoded,encoded,MLP,KIP,2,20,Diabetes,XGBClassifier,centroid,0.14282123782595021
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Diabetes,XGBClassifier,centroid,0.14093622368834427
Original,original,,KIP,4,20,Diabetes,XGBClassifier,centroid,0.15375431982406523
Decoded,decoded,GNN,KIP,2,20,Diabetes,XGBClassifier,centroid,0.13776311655670748
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Diabetes,XGBClassifier,centroid,0.1399308828149543
Encoded,encoded,GNN,KIP,0,20,Diabetes,XGBClassifier,centroid,0.12252591894439202
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,Diabetes,XGBClassifier,centroid,0.1263901979264843
Original,original,,KIP,4,20,Diabetes,XGBClassifier,centroid,0.15375431982406523
Decoded,decoded,MLP,KMeans,3,20,Diabetes,XGBClassifier,centroid,0.14125039271127857
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Diabetes,XGBClassifier,centroid,0.13719761231542563
Encoded,encoded,MLP,KMeans,1,20,Diabetes,XGBClassifier,centroid,0.09293119698397724
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Diabetes,XGBClassifier,centroid,0.08448005026704354
Original,original,,KMeans,4,20,Diabetes,XGBClassifier,centroid,0.15450832547910767
Decoded,decoded,GNN,KMeans,2,20,Diabetes,XGBClassifier,centroid,0.11856738925541928
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Diabetes,XGBClassifier,centroid,0.12544769085768134
Encoded,encoded,GNN,KMeans,0,20,Diabetes,XGBClassifier,centroid,0.10838831291234677
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Diabetes,XGBClassifier,centroid,0.11457744266415322
Original,original,,KMeans,4,20,Diabetes,XGBClassifier,centroid,0.15450832547910767
Decoded,decoded,MLP,KMeans,0,20,Diabetes,XGBClassifier,closest,0.11445177505497953
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Diabetes,XGBClassifier,closest,0.1387056236255104
Encoded,encoded,MLP,KMeans,2,20,Diabetes,XGBClassifier,closest,0.13477851083883116
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Diabetes,XGBClassifier,closest,0.13261074458058425
Original,original,,KMeans,4,20,Diabetes,XGBClassifier,closest,0.1437951617970467
Decoded,decoded,GNN,KMeans,0,20,Diabetes,XGBClassifier,closest,0.10395852968897257
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Diabetes,XGBClassifier,closest,0.1354068488846999
Encoded,encoded,GNN,KMeans,1,20,Diabetes,XGBClassifier,closest,0.12092365692742683
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Diabetes,XGBClassifier,closest,0.12814954445491666
Original,original,,KMeans,4,20,Diabetes,XGBClassifier,closest,0.1437951617970467
Decoded,decoded,MLP,Agglo,4,20,Electricity,GaussianNB,centroid,0.2467677031484942
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Electricity,GaussianNB,centroid,0.169905154686228
Encoded,encoded,MLP,Agglo,2,20,Electricity,GaussianNB,centroid,0.1546524409261142
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,GaussianNB,centroid,0.0726300715808905
Original,original,,Agglo,1,20,Electricity,GaussianNB,centroid,0.0932576278148683
Decoded,decoded,GNN,Agglo,4,20,Electricity,GaussianNB,centroid,0.1390006186942002
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Electricity,GaussianNB,centroid,0.1371593695404674
Encoded,encoded,GNN,Agglo,2,20,Electricity,GaussianNB,centroid,0.1324808116050803
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Electricity,GaussianNB,centroid,0.0994218759112428
Original,original,,Agglo,0,20,Electricity,GaussianNB,centroid,0.0932576278148683
Decoded,decoded,MLP,Agglo,3,20,Electricity,GaussianNB,closest,0.1582763027443145
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Electricity,GaussianNB,closest,0.1440751155614269
Encoded,encoded,MLP,Agglo,4,20,Electricity,GaussianNB,closest,0.1756347320724481
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,GaussianNB,closest,0.0867811166416061
Original,original,,Agglo,1,20,Electricity,GaussianNB,closest,0.1336652686882416
Decoded,decoded,GNN,Agglo,4,20,Electricity,GaussianNB,closest,0.1435811110632157
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Electricity,GaussianNB,closest,0.1187229796718384
Encoded,encoded,GNN,Agglo,0,20,Electricity,GaussianNB,closest,0.0873854211304353
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Electricity,GaussianNB,closest,0.1158122009539046
Original,original,,Agglo,3,20,Electricity,GaussianNB,closest,0.1336652686882416
Decoded,decoded,MLP,KIP,3,20,Electricity,GaussianNB,centroid,0.2117300490137659
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Electricity,GaussianNB,centroid,0.19128157178754446
Encoded,encoded,MLP,KIP,2,20,Electricity,GaussianNB,centroid,0.2026838903694162
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Electricity,GaussianNB,centroid,0.17708956359238187
Original,original,,KIP,4,20,Electricity,GaussianNB,centroid,0.25017168764056913
Decoded,decoded,GNN,KIP,1,20,Electricity,GaussianNB,centroid,0.1796675025800055
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Electricity,GaussianNB,centroid,0.21564330250850067
Encoded,encoded,GNN,KIP,2,20,Electricity,GaussianNB,centroid,0.18543085458404227
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Electricity,GaussianNB,centroid,0.172177359849282
Original,original,,KIP,4,20,Electricity,GaussianNB,centroid,0.25017168764056913
Decoded,decoded,MLP,KMeans,4,20,Electricity,GaussianNB,centroid,0.13908284923893002
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Electricity,GaussianNB,centroid,0.120594986041346
Encoded,encoded,MLP,KMeans,2,20,Electricity,GaussianNB,centroid,0.11522941130232592
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,GaussianNB,centroid,0.07812913466487813
Original,original,,KMeans,1,20,Electricity,GaussianNB,centroid,0.1089203405860859
Decoded,decoded,GNN,KMeans,4,20,Electricity,GaussianNB,centroid,0.1394258822097525
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Electricity,GaussianNB,centroid,0.10483295256593275
Encoded,encoded,GNN,KMeans,3,20,Electricity,GaussianNB,centroid,0.11619833966818713
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,GaussianNB,centroid,0.08188468452934863
Original,original,,KMeans,2,20,Electricity,GaussianNB,centroid,0.1089203405860859
Decoded,decoded,MLP,KMeans,1,20,Electricity,GaussianNB,closest,0.09626430413384077
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Electricity,GaussianNB,closest,0.10884485482239163
Encoded,encoded,MLP,KMeans,4,20,Electricity,GaussianNB,closest,0.12738799479688315
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,GaussianNB,closest,0.08655128696000543
Original,original,,KMeans,3,20,Electricity,GaussianNB,closest,0.1161959181396575
Decoded,decoded,GNN,KMeans,1,20,Electricity,GaussianNB,closest,0.11347556538253807
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Electricity,GaussianNB,closest,0.11755778071347603
Encoded,encoded,GNN,KMeans,4,20,Electricity,GaussianNB,closest,0.11845725811972745
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,GaussianNB,closest,0.09526775005768554
Original,original,,KMeans,2,20,Electricity,GaussianNB,closest,0.1161959181396575
Decoded,decoded,MLP,Agglo,4,20,Electricity,KNeighborsClassifier,centroid,0.2982210970482086
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Electricity,KNeighborsClassifier,centroid,0.2737890678076293
Encoded,encoded,MLP,Agglo,3,20,Electricity,KNeighborsClassifier,centroid,0.2795837376133435
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,KNeighborsClassifier,centroid,0.2162901998802914
Original,original,,Agglo,1,20,Electricity,KNeighborsClassifier,centroid,0.2297265396387631
Decoded,decoded,GNN,Agglo,3,20,Electricity,KNeighborsClassifier,centroid,0.273930420673681
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,KNeighborsClassifier,centroid,0.3088212324980768
Encoded,encoded,GNN,Agglo,2,20,Electricity,KNeighborsClassifier,centroid,0.2532760441193247
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Electricity,KNeighborsClassifier,centroid,0.2388607639702286
Original,original,,Agglo,0,20,Electricity,KNeighborsClassifier,centroid,0.2297265396387631
Decoded,decoded,MLP,Agglo,4,20,Electricity,KNeighborsClassifier,closest,0.3341171202624122
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Electricity,KNeighborsClassifier,closest,0.3086782310470563
Encoded,encoded,MLP,Agglo,3,20,Electricity,KNeighborsClassifier,closest,0.3178678691055444
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,KNeighborsClassifier,closest,0.244474089429353
Original,original,,Agglo,1,20,Electricity,KNeighborsClassifier,closest,0.2584495164726876
Decoded,decoded,GNN,Agglo,2,20,Electricity,KNeighborsClassifier,closest,0.269694993167679
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,KNeighborsClassifier,closest,0.3298012311738909
Encoded,encoded,GNN,Agglo,1,20,Electricity,KNeighborsClassifier,closest,0.2638502276509711
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,Electricity,KNeighborsClassifier,closest,0.2737582233146609
Original,original,,Agglo,0,20,Electricity,KNeighborsClassifier,closest,0.2584495164726876
Decoded,decoded,MLP,KIP,3,20,Electricity,KNeighborsClassifier,centroid,0.3524433119433865
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Electricity,KNeighborsClassifier,centroid,0.34761582971287236
Encoded,encoded,MLP,KIP,4,20,Electricity,KNeighborsClassifier,centroid,0.3543992037866402
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Electricity,KNeighborsClassifier,centroid,0.33591707723966246
Original,original,,KIP,2,20,Electricity,KNeighborsClassifier,centroid,0.34889628034027853
Decoded,decoded,GNN,KIP,2,20,Electricity,KNeighborsClassifier,centroid,0.3492005453093636
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Electricity,KNeighborsClassifier,centroid,0.37244081779386884
Encoded,encoded,GNN,KIP,3,20,Electricity,KNeighborsClassifier,centroid,0.35286272259553214
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Electricity,KNeighborsClassifier,centroid,0.3268729613717929
Original,original,,KIP,1,20,Electricity,KNeighborsClassifier,centroid,0.34889628034027853
Decoded,decoded,MLP,KMeans,4,20,Electricity,KNeighborsClassifier,centroid,0.29371207888957696
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Electricity,KNeighborsClassifier,centroid,0.2620602791798875
Encoded,encoded,MLP,KMeans,3,20,Electricity,KNeighborsClassifier,centroid,0.27274674730197107
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,KNeighborsClassifier,centroid,0.22788434697821022
Original,original,,KMeans,1,20,Electricity,KNeighborsClassifier,centroid,0.2382940549101109
Decoded,decoded,GNN,KMeans,4,20,Electricity,KNeighborsClassifier,centroid,0.30343926200827964
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Electricity,KNeighborsClassifier,centroid,0.3028729890254762
Encoded,encoded,GNN,KMeans,2,20,Electricity,KNeighborsClassifier,centroid,0.26664799333971667
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Electricity,KNeighborsClassifier,centroid,0.24704963650030937
Original,original,,KMeans,0,20,Electricity,KNeighborsClassifier,centroid,0.2382940549101109
Decoded,decoded,MLP,KMeans,3,20,Electricity,KNeighborsClassifier,closest,0.2962160986449429
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Electricity,KNeighborsClassifier,closest,0.28873137398123433
Encoded,encoded,MLP,KMeans,4,20,Electricity,KNeighborsClassifier,closest,0.29713647704305546
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,KNeighborsClassifier,closest,0.2535747464436433
Original,original,,KMeans,1,20,Electricity,KNeighborsClassifier,closest,0.26274563317761296
Decoded,decoded,GNN,KMeans,2,20,Electricity,KNeighborsClassifier,closest,0.2750706671264978
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Electricity,KNeighborsClassifier,closest,0.2955206191446982
Encoded,encoded,GNN,KMeans,3,20,Electricity,KNeighborsClassifier,closest,0.286516165040373
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,KNeighborsClassifier,closest,0.25214475320550067
Original,original,,KMeans,1,20,Electricity,KNeighborsClassifier,closest,0.26274563317761296
Decoded,decoded,MLP,Agglo,4,20,Electricity,LogisticRegression,centroid,0.2289855286678119
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Electricity,LogisticRegression,centroid,0.1769725727185556
Encoded,encoded,MLP,Agglo,3,20,Electricity,LogisticRegression,centroid,0.1791102738458137
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Electricity,LogisticRegression,centroid,0.129170206431333
Original,original,,Agglo,0,20,Electricity,LogisticRegression,centroid,0.1261840762088164
Decoded,decoded,GNN,Agglo,3,20,Electricity,LogisticRegression,centroid,0.1791475190912677
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,LogisticRegression,centroid,0.1994342124618955
Encoded,encoded,GNN,Agglo,1,20,Electricity,LogisticRegression,centroid,0.1494679267407723
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,Electricity,LogisticRegression,centroid,0.1539425177410541
Original,original,,Agglo,0,20,Electricity,LogisticRegression,centroid,0.1261840762088164
Decoded,decoded,MLP,Agglo,4,20,Electricity,LogisticRegression,closest,0.2887507158712137
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Electricity,LogisticRegression,closest,0.1817506391518734
Encoded,encoded,MLP,Agglo,3,20,Electricity,LogisticRegression,closest,0.2058741206896105
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,LogisticRegression,closest,0.1436147924272613
Original,original,,Agglo,1,20,Electricity,LogisticRegression,closest,0.1667740620122191
Decoded,decoded,GNN,Agglo,3,20,Electricity,LogisticRegression,closest,0.1859378258958977
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,LogisticRegression,closest,0.2248655006734643
Encoded,encoded,GNN,Agglo,0,20,Electricity,LogisticRegression,closest,0.16085834395556
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,Electricity,LogisticRegression,closest,0.1712968665428364
Original,original,,Agglo,1,20,Electricity,LogisticRegression,closest,0.1667740620122191
Decoded,decoded,MLP,KIP,2,20,Electricity,LogisticRegression,centroid,0.24922389120024474
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Electricity,LogisticRegression,centroid,0.2648590581258099
Encoded,encoded,MLP,KIP,1,20,Electricity,LogisticRegression,centroid,0.24625021907242797
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Electricity,LogisticRegression,centroid,0.2129486292459286
Original,original,,KIP,4,20,Electricity,LogisticRegression,centroid,0.2741053809349858
Decoded,decoded,GNN,KIP,2,20,Electricity,LogisticRegression,centroid,0.26043241084778623
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Electricity,LogisticRegression,centroid,0.2838352702034047
Encoded,encoded,GNN,KIP,1,20,Electricity,LogisticRegression,centroid,0.2311351248120434
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Electricity,LogisticRegression,centroid,0.22112320398734106
Original,original,,KIP,3,20,Electricity,LogisticRegression,centroid,0.2741053809349858
Decoded,decoded,MLP,KMeans,4,20,Electricity,LogisticRegression,centroid,0.20941538689657127
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Electricity,LogisticRegression,centroid,0.19496258935046398
Encoded,encoded,MLP,KMeans,2,20,Electricity,LogisticRegression,centroid,0.14942120302025505
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Electricity,LogisticRegression,centroid,0.12945171010224787
Original,original,,KMeans,0,20,Electricity,LogisticRegression,centroid,0.11676120507079642
Decoded,decoded,GNN,KMeans,4,20,Electricity,LogisticRegression,centroid,0.2401104664653194
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Electricity,LogisticRegression,centroid,0.20307350111641886
Encoded,encoded,GNN,KMeans,2,20,Electricity,LogisticRegression,centroid,0.14831027412735262
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Electricity,LogisticRegression,centroid,0.13627003002377358
Original,original,,KMeans,0,20,Electricity,LogisticRegression,centroid,0.11676120507079642
Decoded,decoded,MLP,KMeans,4,20,Electricity,LogisticRegression,closest,0.2104000925324397
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Electricity,LogisticRegression,closest,0.16937809707413076
Encoded,encoded,MLP,KMeans,3,20,Electricity,LogisticRegression,closest,0.18450914520343403
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,LogisticRegression,closest,0.14070636693100813
Original,original,,KMeans,2,20,Electricity,LogisticRegression,closest,0.1727021091249326
Decoded,decoded,GNN,KMeans,4,20,Electricity,LogisticRegression,closest,0.21568054160569586
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Electricity,LogisticRegression,closest,0.18736606081849438
Encoded,encoded,GNN,KMeans,1,20,Electricity,LogisticRegression,closest,0.15651277987015894
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,LogisticRegression,closest,0.14631120742868442
Original,original,,KMeans,2,20,Electricity,LogisticRegression,closest,0.1727021091249326
Decoded,decoded,MLP,Agglo,4,20,Electricity,MLPClassifier,centroid,0.2654181790532554
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Electricity,MLPClassifier,centroid,0.2390791532554586
Encoded,encoded,MLP,Agglo,2,20,Electricity,MLPClassifier,centroid,0.2285606767712387
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Electricity,MLPClassifier,centroid,0.1890324624668052
Original,original,,Agglo,0,20,Electricity,MLPClassifier,centroid,0.1889436909143267
Decoded,decoded,GNN,Agglo,4,20,Electricity,MLPClassifier,centroid,0.2524163306346817
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Electricity,MLPClassifier,centroid,0.2449688273604483
Encoded,encoded,GNN,Agglo,2,20,Electricity,MLPClassifier,centroid,0.2214254795473554
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Electricity,MLPClassifier,centroid,0.212496019295267
Original,original,,Agglo,0,20,Electricity,MLPClassifier,centroid,0.1889436909143267
Decoded,decoded,MLP,Agglo,4,20,Electricity,MLPClassifier,closest,0.3224626915915705
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Electricity,MLPClassifier,closest,0.2367856795103119
Encoded,encoded,MLP,Agglo,3,20,Electricity,MLPClassifier,closest,0.2636585320320254
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,MLPClassifier,closest,0.1909329683340279
Original,original,,Agglo,1,20,Electricity,MLPClassifier,closest,0.2090154777637602
Decoded,decoded,GNN,Agglo,3,20,Electricity,MLPClassifier,closest,0.2552308405980231
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,MLPClassifier,closest,0.2696877587185937
Encoded,encoded,GNN,Agglo,2,20,Electricity,MLPClassifier,closest,0.2265330278343719
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Electricity,MLPClassifier,closest,0.2255387973321508
Original,original,,Agglo,0,20,Electricity,MLPClassifier,closest,0.2090154777637602
Decoded,decoded,MLP,KIP,3,20,Electricity,MLPClassifier,centroid,0.30878015967231914
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Electricity,MLPClassifier,centroid,0.318730966298759
Encoded,encoded,MLP,KIP,1,20,Electricity,MLPClassifier,centroid,0.2994900071588732
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Electricity,MLPClassifier,centroid,0.27105091094798156
Original,original,,KIP,2,20,Electricity,MLPClassifier,centroid,0.3028309307955808
Decoded,decoded,GNN,KIP,3,20,Electricity,MLPClassifier,centroid,0.31457300692761
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Electricity,MLPClassifier,centroid,0.333889860029958
Encoded,encoded,GNN,KIP,1,20,Electricity,MLPClassifier,centroid,0.27922326034562767
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Electricity,MLPClassifier,centroid,0.27257620324777604
Original,original,,KIP,2,20,Electricity,MLPClassifier,centroid,0.3028309307955808
Decoded,decoded,MLP,KMeans,4,20,Electricity,MLPClassifier,centroid,0.25835994257443917
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Electricity,MLPClassifier,centroid,0.24457430285076417
Encoded,encoded,MLP,KMeans,1,20,Electricity,MLPClassifier,centroid,0.19399416633198166
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,MLPClassifier,centroid,0.17864020378160272
Original,original,,KMeans,2,20,Electricity,MLPClassifier,centroid,0.19712336627822885
Decoded,decoded,GNN,KMeans,4,20,Electricity,MLPClassifier,centroid,0.27518555349933804
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Electricity,MLPClassifier,centroid,0.24437042763232547
Encoded,encoded,GNN,KMeans,2,20,Electricity,MLPClassifier,centroid,0.2041562612274106
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,MLPClassifier,centroid,0.19185674764217897
Original,original,,KMeans,1,20,Electricity,MLPClassifier,centroid,0.19712336627822885
Decoded,decoded,MLP,KMeans,4,20,Electricity,MLPClassifier,closest,0.2566309165681842
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Electricity,MLPClassifier,closest,0.2297768307118874
Encoded,encoded,MLP,KMeans,3,20,Electricity,MLPClassifier,closest,0.234816050484507
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,MLPClassifier,closest,0.19202325281283622
Original,original,,KMeans,1,20,Electricity,MLPClassifier,closest,0.22414751687571158
Decoded,decoded,GNN,KMeans,4,20,Electricity,MLPClassifier,closest,0.2583683679799105
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Electricity,MLPClassifier,closest,0.2405609904924088
Encoded,encoded,GNN,KMeans,1,20,Electricity,MLPClassifier,closest,0.2198346780871912
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,MLPClassifier,closest,0.20978957005558638
Original,original,,KMeans,2,20,Electricity,MLPClassifier,closest,0.22414751687571158
Decoded,decoded,MLP,Agglo,4,20,Electricity,XGBClassifier,centroid,0.3793844805344161
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Electricity,XGBClassifier,centroid,0.3781093793824501
Encoded,encoded,MLP,Agglo,1,20,Electricity,XGBClassifier,centroid,0.3582310082827191
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,XGBClassifier,centroid,0.303725594480804
Original,original,,Agglo,2,20,Electricity,XGBClassifier,centroid,0.3679648878996734
Decoded,decoded,GNN,Agglo,3,20,Electricity,XGBClassifier,centroid,0.3758357865788992
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,XGBClassifier,centroid,0.417220183772739
Encoded,encoded,GNN,Agglo,1,20,Electricity,XGBClassifier,centroid,0.3415910760225584
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Electricity,XGBClassifier,centroid,0.327306916948795
Original,original,,Agglo,2,20,Electricity,XGBClassifier,centroid,0.3679648878996734
Decoded,decoded,MLP,Agglo,4,20,Electricity,XGBClassifier,closest,0.4161120538221564
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Electricity,XGBClassifier,closest,0.4101426641777935
Encoded,encoded,MLP,Agglo,2,20,Electricity,XGBClassifier,closest,0.3786770524623128
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Electricity,XGBClassifier,closest,0.3003689609141396
Original,original,,Agglo,1,20,Electricity,XGBClassifier,closest,0.365636717653632
Decoded,decoded,GNN,Agglo,3,20,Electricity,XGBClassifier,closest,0.398874476813095
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Electricity,XGBClassifier,closest,0.4188543648563425
Encoded,encoded,GNN,Agglo,0,20,Electricity,XGBClassifier,closest,0.3199296806634684
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Electricity,XGBClassifier,closest,0.3604464947214572
Original,original,,Agglo,2,20,Electricity,XGBClassifier,closest,0.365636717653632
Decoded,decoded,MLP,KIP,4,20,Electricity,XGBClassifier,centroid,0.44262382239136977
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Electricity,XGBClassifier,centroid,0.42763581250922716
Encoded,encoded,MLP,KIP,1,20,Electricity,XGBClassifier,centroid,0.404167889301284
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Electricity,XGBClassifier,centroid,0.3674039246063632
Original,original,,KIP,3,20,Electricity,XGBClassifier,centroid,0.43801321286527123
Decoded,decoded,GNN,KIP,2,20,Electricity,XGBClassifier,centroid,0.4144278297195395
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Electricity,XGBClassifier,centroid,0.4318348143366288
Encoded,encoded,GNN,KIP,1,20,Electricity,XGBClassifier,centroid,0.3907233140235215
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Electricity,XGBClassifier,centroid,0.3823562585340701
Original,original,,KIP,4,20,Electricity,XGBClassifier,centroid,0.43801321286527123
Decoded,decoded,MLP,KMeans,3,20,Electricity,XGBClassifier,centroid,0.388687048497351
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Electricity,XGBClassifier,centroid,0.37300112413095443
Encoded,encoded,MLP,KMeans,1,20,Electricity,XGBClassifier,centroid,0.3235710644225556
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,XGBClassifier,centroid,0.30888941333938436
Original,original,,KMeans,4,20,Electricity,XGBClassifier,centroid,0.4544131397343988
Decoded,decoded,GNN,KMeans,3,20,Electricity,XGBClassifier,centroid,0.4415628833171019
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Electricity,XGBClassifier,centroid,0.41522124747694134
Encoded,encoded,GNN,KMeans,1,20,Electricity,XGBClassifier,centroid,0.33441439854449834
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,XGBClassifier,centroid,0.3135977401748276
Original,original,,KMeans,4,20,Electricity,XGBClassifier,centroid,0.4544131397343988
Decoded,decoded,MLP,KMeans,4,20,Electricity,XGBClassifier,closest,0.4123716088627579
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Electricity,XGBClassifier,closest,0.39088582814767053
Encoded,encoded,MLP,KMeans,1,20,Electricity,XGBClassifier,closest,0.3422588544770083
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Electricity,XGBClassifier,closest,0.3127295479373159
Original,original,,KMeans,2,20,Electricity,XGBClassifier,closest,0.3658860335986276
Decoded,decoded,GNN,KMeans,3,20,Electricity,XGBClassifier,closest,0.39273501244936115
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Electricity,XGBClassifier,closest,0.39596673183409886
Encoded,encoded,GNN,KMeans,1,20,Electricity,XGBClassifier,closest,0.3400584698921531
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Electricity,XGBClassifier,closest,0.3280918556243431
Original,original,,KMeans,2,20,Electricity,XGBClassifier,closest,0.3658860335986276
Decoded,decoded,MLP,Agglo,4,20,Elevators,GaussianNB,centroid,0.0270557377979093
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Elevators,GaussianNB,centroid,-0.007672012752739
Encoded,encoded,MLP,Agglo,1,20,Elevators,GaussianNB,centroid,-0.0989381526963882
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,GaussianNB,centroid,-0.2439296536636084
Original,original,,Agglo,2,20,Elevators,GaussianNB,centroid,-0.0144151588967822
Decoded,decoded,GNN,Agglo,3,20,Elevators,GaussianNB,centroid,-0.0001250521319131
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Elevators,GaussianNB,centroid,0.0086305308978679
Encoded,encoded,GNN,Agglo,1,20,Elevators,GaussianNB,centroid,-0.1432356143314899
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,GaussianNB,centroid,-0.307585700997774
Original,original,,Agglo,2,20,Elevators,GaussianNB,centroid,-0.0144151588967822
Decoded,decoded,MLP,Agglo,1,20,Elevators,GaussianNB,closest,-0.14894675808794
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Elevators,GaussianNB,closest,-0.0445971999925225
Encoded,encoded,MLP,Agglo,2,20,Elevators,GaussianNB,closest,-0.1296635904271947
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,GaussianNB,closest,-0.23215219231213
Original,original,,Agglo,3,20,Elevators,GaussianNB,closest,-0.0979454708244997
Decoded,decoded,GNN,Agglo,4,20,Elevators,GaussianNB,closest,0.007260114235767
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Elevators,GaussianNB,closest,-0.0991953475450137
Encoded,encoded,GNN,Agglo,1,20,Elevators,GaussianNB,closest,-0.1357286188249868
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,GaussianNB,closest,-0.3190859849434653
Original,original,,Agglo,3,20,Elevators,GaussianNB,closest,-0.0979454708244997
Decoded,decoded,MLP,KIP,4,20,Elevators,GaussianNB,centroid,0.04523870453726528
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Elevators,GaussianNB,centroid,-0.045573122300340295
Encoded,encoded,MLP,KIP,2,20,Elevators,GaussianNB,centroid,0.03683816642633882
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Elevators,GaussianNB,centroid,-0.15368662064662253
Original,original,,KIP,3,20,Elevators,GaussianNB,centroid,0.03685325003400264
Decoded,decoded,GNN,KIP,3,20,Elevators,GaussianNB,centroid,-0.05697001262768683
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Elevators,GaussianNB,centroid,-0.08442540156882399
Encoded,encoded,GNN,KIP,2,20,Elevators,GaussianNB,centroid,-0.05921037958478814
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Elevators,GaussianNB,centroid,-0.30940578965586807
Original,original,,KIP,4,20,Elevators,GaussianNB,centroid,0.03685325003400264
Decoded,decoded,MLP,KMeans,2,20,Elevators,GaussianNB,centroid,-0.07049859058512138
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Elevators,GaussianNB,centroid,-0.061121743407206386
Encoded,encoded,MLP,KMeans,1,20,Elevators,GaussianNB,centroid,-0.15379285049888705
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,GaussianNB,centroid,-0.2602436711696176
Original,original,,KMeans,3,20,Elevators,GaussianNB,centroid,-0.06551068647819022
Decoded,decoded,GNN,KMeans,4,20,Elevators,GaussianNB,centroid,-0.05209285056334678
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Elevators,GaussianNB,centroid,-0.06955941039853591
Encoded,encoded,GNN,KMeans,1,20,Elevators,GaussianNB,centroid,-0.13427492002142632
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,GaussianNB,centroid,-0.2986202366579365
Original,original,,KMeans,3,20,Elevators,GaussianNB,centroid,-0.06551068647819022
Decoded,decoded,MLP,KMeans,2,20,Elevators,GaussianNB,closest,-0.08104873616771927
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Elevators,GaussianNB,closest,-0.07755578517590762
Encoded,encoded,MLP,KMeans,1,20,Elevators,GaussianNB,closest,-0.09828878404850468
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,GaussianNB,closest,-0.2446027435406383
Original,original,,KMeans,3,20,Elevators,GaussianNB,closest,-0.07915671030384434
Decoded,decoded,GNN,KMeans,4,20,Elevators,GaussianNB,closest,-0.06575498935445367
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Elevators,GaussianNB,closest,-0.10293943415844094
Encoded,encoded,GNN,KMeans,1,20,Elevators,GaussianNB,closest,-0.1332284786247874
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,GaussianNB,closest,-0.3235163112457319
Original,original,,KMeans,3,20,Elevators,GaussianNB,closest,-0.07915671030384434
Decoded,decoded,MLP,Agglo,4,20,Elevators,KNeighborsClassifier,centroid,0.1137335691826284
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Elevators,KNeighborsClassifier,centroid,0.046057868031599
Encoded,encoded,MLP,Agglo,3,20,Elevators,KNeighborsClassifier,centroid,0.0868328938971466
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,KNeighborsClassifier,centroid,-0.0134202496644812
Original,original,,Agglo,2,20,Elevators,KNeighborsClassifier,centroid,0.0533174145172725
Decoded,decoded,GNN,Agglo,3,20,Elevators,KNeighborsClassifier,centroid,0.0754040132811875
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Elevators,KNeighborsClassifier,centroid,0.0821239988794123
Encoded,encoded,GNN,Agglo,2,20,Elevators,KNeighborsClassifier,centroid,0.0745180613835211
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,KNeighborsClassifier,centroid,-0.0462692423998777
Original,original,,Agglo,1,20,Elevators,KNeighborsClassifier,centroid,0.0533174145172725
Decoded,decoded,MLP,Agglo,2,20,Elevators,KNeighborsClassifier,closest,0.1046409315844884
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Elevators,KNeighborsClassifier,closest,0.0938117878124978
Encoded,encoded,MLP,Agglo,4,20,Elevators,KNeighborsClassifier,closest,0.121239381977756
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,KNeighborsClassifier,closest,0.0590361531078606
Original,original,,Agglo,3,20,Elevators,KNeighborsClassifier,closest,0.111810972655843
Decoded,decoded,GNN,Agglo,1,20,Elevators,KNeighborsClassifier,closest,0.0784815836289034
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Elevators,KNeighborsClassifier,closest,0.0857193858613808
Encoded,encoded,GNN,Agglo,2,20,Elevators,KNeighborsClassifier,closest,0.0851287512629365
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,KNeighborsClassifier,closest,-0.0385480097940161
Original,original,,Agglo,4,20,Elevators,KNeighborsClassifier,closest,0.111810972655843
Decoded,decoded,MLP,KIP,2,20,Elevators,KNeighborsClassifier,centroid,0.19956046267725353
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Elevators,KNeighborsClassifier,centroid,0.18796137006999616
Encoded,encoded,MLP,KIP,3,20,Elevators,KNeighborsClassifier,centroid,0.25577653784966525
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Elevators,KNeighborsClassifier,centroid,0.17287257766490977
Original,original,,KIP,4,20,Elevators,KNeighborsClassifier,centroid,0.25927442966846587
Decoded,decoded,GNN,KIP,2,20,Elevators,KNeighborsClassifier,centroid,0.17978917176645254
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Elevators,KNeighborsClassifier,centroid,0.1686512595990764
Encoded,encoded,GNN,KIP,3,20,Elevators,KNeighborsClassifier,centroid,0.22544178760011208
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Elevators,KNeighborsClassifier,centroid,0.051363566947521457
Original,original,,KIP,4,20,Elevators,KNeighborsClassifier,centroid,0.25927442966846587
Decoded,decoded,MLP,KMeans,3,20,Elevators,KNeighborsClassifier,centroid,0.09042261725967794
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Elevators,KNeighborsClassifier,centroid,0.08032114744929793
Encoded,encoded,MLP,KMeans,4,20,Elevators,KNeighborsClassifier,centroid,0.09525054942165337
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,KNeighborsClassifier,centroid,-0.0063249481424844795
Original,original,,KMeans,1,20,Elevators,KNeighborsClassifier,centroid,0.050028065257032114
Decoded,decoded,GNN,KMeans,4,20,Elevators,KNeighborsClassifier,centroid,0.08493750297087174
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Elevators,KNeighborsClassifier,centroid,0.07823460936701966
Encoded,encoded,GNN,KMeans,2,20,Elevators,KNeighborsClassifier,centroid,0.07002155209467946
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,KNeighborsClassifier,centroid,-0.0453662996438999
Original,original,,KMeans,1,20,Elevators,KNeighborsClassifier,centroid,0.050028065257032114
Decoded,decoded,MLP,KMeans,3,20,Elevators,KNeighborsClassifier,closest,0.08695213331351057
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Elevators,KNeighborsClassifier,closest,0.06774639525793233
Encoded,encoded,MLP,KMeans,4,20,Elevators,KNeighborsClassifier,closest,0.11935167739214594
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,KNeighborsClassifier,closest,0.02033623694965548
Original,original,,KMeans,2,20,Elevators,KNeighborsClassifier,closest,0.0834872118507191
Decoded,decoded,GNN,KMeans,3,20,Elevators,KNeighborsClassifier,closest,0.09346964451685782
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Elevators,KNeighborsClassifier,closest,0.08319280477604932
Encoded,encoded,GNN,KMeans,4,20,Elevators,KNeighborsClassifier,closest,0.10262791941883165
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,KNeighborsClassifier,closest,-0.020586447565503298
Original,original,,KMeans,2,20,Elevators,KNeighborsClassifier,closest,0.0834872118507191
Decoded,decoded,MLP,Agglo,2,20,Elevators,LogisticRegression,centroid,0.2338548282408118
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Elevators,LogisticRegression,centroid,0.251305554780084
Encoded,encoded,MLP,Agglo,1,20,Elevators,LogisticRegression,centroid,0.2155713906841055
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,LogisticRegression,centroid,0.1164901208805014
Original,original,,Agglo,3,20,Elevators,LogisticRegression,centroid,0.2464157221423486
Decoded,decoded,GNN,Agglo,4,20,Elevators,LogisticRegression,centroid,0.3710951131335409
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Elevators,LogisticRegression,centroid,0.283442354936419
Encoded,encoded,GNN,Agglo,1,20,Elevators,LogisticRegression,centroid,0.2299154813584401
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,LogisticRegression,centroid,0.1111230824527855
Original,original,,Agglo,2,20,Elevators,LogisticRegression,centroid,0.2464157221423486
Decoded,decoded,MLP,Agglo,2,20,Elevators,LogisticRegression,closest,0.2255691573261121
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Elevators,LogisticRegression,closest,0.2447044988205078
Encoded,encoded,MLP,Agglo,1,20,Elevators,LogisticRegression,closest,0.2203949205064139
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,LogisticRegression,closest,0.1548244894683213
Original,original,,Agglo,3,20,Elevators,LogisticRegression,closest,0.2444624063036529
Decoded,decoded,GNN,Agglo,3,20,Elevators,LogisticRegression,closest,0.2551991003754832
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Elevators,LogisticRegression,closest,0.2522276873577979
Encoded,encoded,GNN,Agglo,4,20,Elevators,LogisticRegression,closest,0.2642882567245014
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,LogisticRegression,closest,0.121776461802599
Original,original,,Agglo,1,20,Elevators,LogisticRegression,closest,0.2444624063036529
Decoded,decoded,MLP,KIP,4,20,Elevators,LogisticRegression,centroid,0.33629267807540375
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Elevators,LogisticRegression,centroid,0.32992237336162256
Encoded,encoded,MLP,KIP,2,20,Elevators,LogisticRegression,centroid,0.32574730252229867
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Elevators,LogisticRegression,centroid,0.16042576876369677
Original,original,,KIP,1,20,Elevators,LogisticRegression,centroid,0.3064482105219078
Decoded,decoded,GNN,KIP,3,20,Elevators,LogisticRegression,centroid,0.2906881185354755
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Elevators,LogisticRegression,centroid,0.2681469061012549
Encoded,encoded,GNN,KIP,2,20,Elevators,LogisticRegression,centroid,0.28424854482768247
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Elevators,LogisticRegression,centroid,0.12534503636185984
Original,original,,KIP,4,20,Elevators,LogisticRegression,centroid,0.3064482105219078
Decoded,decoded,MLP,KMeans,4,20,Elevators,LogisticRegression,centroid,0.2095409751399338
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Elevators,LogisticRegression,centroid,0.20787921720802327
Encoded,encoded,MLP,KMeans,2,20,Elevators,LogisticRegression,centroid,0.19838142613866355
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,LogisticRegression,centroid,0.10141792060412329
Original,original,,KMeans,1,20,Elevators,LogisticRegression,centroid,0.18860577392833708
Decoded,decoded,GNN,KMeans,3,20,Elevators,LogisticRegression,centroid,0.2676756326684441
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Elevators,LogisticRegression,centroid,0.28901859619491627
Encoded,encoded,GNN,KMeans,2,20,Elevators,LogisticRegression,centroid,0.22403703884647058
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,LogisticRegression,centroid,0.11029307589229628
Original,original,,KMeans,1,20,Elevators,LogisticRegression,centroid,0.18860577392833708
Decoded,decoded,MLP,KMeans,2,20,Elevators,LogisticRegression,closest,0.23138417596069294
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Elevators,LogisticRegression,closest,0.2303972236568445
Encoded,encoded,MLP,KMeans,3,20,Elevators,LogisticRegression,closest,0.23857017978531841
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,LogisticRegression,closest,0.1235732681006686
Original,original,,KMeans,4,20,Elevators,LogisticRegression,closest,0.24153522424310098
Decoded,decoded,GNN,KMeans,4,20,Elevators,LogisticRegression,closest,0.2743541582334138
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Elevators,LogisticRegression,closest,0.22400851118772774
Encoded,encoded,GNN,KMeans,3,20,Elevators,LogisticRegression,closest,0.26091396686255075
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,LogisticRegression,closest,0.12302094820005302
Original,original,,KMeans,2,20,Elevators,LogisticRegression,closest,0.24153522424310098
Decoded,decoded,MLP,Agglo,3,20,Elevators,MLPClassifier,centroid,0.2319513583545291
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Elevators,MLPClassifier,centroid,0.2238496680520982
Encoded,encoded,MLP,Agglo,1,20,Elevators,MLPClassifier,centroid,0.1993516372493983
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,MLPClassifier,centroid,0.1199934892443454
Original,original,,Agglo,4,20,Elevators,MLPClassifier,centroid,0.2513606735481737
Decoded,decoded,GNN,Agglo,4,20,Elevators,MLPClassifier,centroid,0.3015630626629604
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Elevators,MLPClassifier,centroid,0.2675439268170062
Encoded,encoded,GNN,Agglo,3,20,Elevators,MLPClassifier,centroid,0.2729266765523974
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,MLPClassifier,centroid,0.1148653940647987
Original,original,,Agglo,1,20,Elevators,MLPClassifier,centroid,0.2513606735481737
Decoded,decoded,MLP,Agglo,1,20,Elevators,MLPClassifier,closest,0.2192982648048589
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Elevators,MLPClassifier,closest,0.2325648045526284
Encoded,encoded,MLP,Agglo,2,20,Elevators,MLPClassifier,closest,0.2286889797147082
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,MLPClassifier,closest,0.1519893902686082
Original,original,,Agglo,4,20,Elevators,MLPClassifier,closest,0.2456703256121663
Decoded,decoded,GNN,Agglo,3,20,Elevators,MLPClassifier,closest,0.2545473559024944
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,Elevators,MLPClassifier,closest,0.2088828059606668
Encoded,encoded,GNN,Agglo,4,20,Elevators,MLPClassifier,closest,0.281353904637557
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,MLPClassifier,closest,0.107367523843236
Original,original,,Agglo,2,20,Elevators,MLPClassifier,closest,0.2456703256121663
Decoded,decoded,MLP,KIP,4,20,Elevators,MLPClassifier,centroid,0.32766191676121414
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Elevators,MLPClassifier,centroid,0.30567358974100933
Encoded,encoded,MLP,KIP,3,20,Elevators,MLPClassifier,centroid,0.31065904336522054
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Elevators,MLPClassifier,centroid,0.16558391808349252
Original,original,,KIP,1,20,Elevators,MLPClassifier,centroid,0.2633390637900912
Decoded,decoded,GNN,KIP,3,20,Elevators,MLPClassifier,centroid,0.28042008375597105
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Elevators,MLPClassifier,centroid,0.26014240527791255
Encoded,encoded,GNN,KIP,4,20,Elevators,MLPClassifier,centroid,0.2836969890817954
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Elevators,MLPClassifier,centroid,0.12791350846157587
Original,original,,KIP,2,20,Elevators,MLPClassifier,centroid,0.2633390637900912
Decoded,decoded,MLP,KMeans,2,20,Elevators,MLPClassifier,centroid,0.19701214072158255
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Elevators,MLPClassifier,centroid,0.19878142106868282
Encoded,encoded,MLP,KMeans,1,20,Elevators,MLPClassifier,centroid,0.1954812380411902
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,MLPClassifier,centroid,0.10842805943164782
Original,original,,KMeans,4,20,Elevators,MLPClassifier,centroid,0.23527079361648418
Decoded,decoded,GNN,KMeans,3,20,Elevators,MLPClassifier,centroid,0.24840414290583604
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Elevators,MLPClassifier,centroid,0.247458158112476
Encoded,encoded,GNN,KMeans,4,20,Elevators,MLPClassifier,centroid,0.2574710702360893
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,MLPClassifier,centroid,0.12136153552321667
Original,original,,KMeans,1,20,Elevators,MLPClassifier,centroid,0.23527079361648418
Decoded,decoded,MLP,KMeans,1,20,Elevators,MLPClassifier,closest,0.20224673576176935
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Elevators,MLPClassifier,closest,0.20985451874008137
Encoded,encoded,MLP,KMeans,4,20,Elevators,MLPClassifier,closest,0.234883736193632
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,MLPClassifier,closest,0.1354429698496882
Original,original,,KMeans,3,20,Elevators,MLPClassifier,closest,0.22890871771805013
Decoded,decoded,GNN,KMeans,3,20,Elevators,MLPClassifier,closest,0.26138951252029685
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Elevators,MLPClassifier,closest,0.20902614759725552
Encoded,encoded,GNN,KMeans,4,20,Elevators,MLPClassifier,closest,0.26537253730011046
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,MLPClassifier,closest,0.12314087953833139
Original,original,,KMeans,2,20,Elevators,MLPClassifier,closest,0.22890871771805013
Decoded,decoded,MLP,Agglo,2,20,Elevators,XGBClassifier,centroid,0.2655703938293675
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Elevators,XGBClassifier,centroid,0.3133381874606228
Encoded,encoded,MLP,Agglo,1,20,Elevators,XGBClassifier,centroid,0.2221346437120642
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,XGBClassifier,centroid,0.220711100193252
Original,original,,Agglo,4,20,Elevators,XGBClassifier,centroid,0.3824772484874298
Decoded,decoded,GNN,Agglo,2,20,Elevators,XGBClassifier,centroid,0.3453281528484567
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Elevators,XGBClassifier,centroid,0.3790624229576658
Encoded,encoded,GNN,Agglo,1,20,Elevators,XGBClassifier,centroid,0.3059217996559107
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,XGBClassifier,centroid,0.1412237349151662
Original,original,,Agglo,4,20,Elevators,XGBClassifier,centroid,0.3824772484874298
Decoded,decoded,MLP,Agglo,4,20,Elevators,XGBClassifier,closest,0.3400793331701546
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Elevators,XGBClassifier,closest,0.3267924851747352
Encoded,encoded,MLP,Agglo,1,20,Elevators,XGBClassifier,closest,0.305258628078711
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Elevators,XGBClassifier,closest,0.2149815805309438
Original,original,,Agglo,3,20,Elevators,XGBClassifier,closest,0.3370100107538948
Decoded,decoded,GNN,Agglo,2,20,Elevators,XGBClassifier,closest,0.2966201666014246
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Elevators,XGBClassifier,closest,0.3208230573402622
Encoded,encoded,GNN,Agglo,1,20,Elevators,XGBClassifier,closest,0.2935795624746506
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Elevators,XGBClassifier,closest,0.1167774014454578
Original,original,,Agglo,4,20,Elevators,XGBClassifier,closest,0.3370100107538948
Decoded,decoded,MLP,KIP,2,20,Elevators,XGBClassifier,centroid,0.34995639238196563
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Elevators,XGBClassifier,centroid,0.34865152167170493
Encoded,encoded,MLP,KIP,3,20,Elevators,XGBClassifier,centroid,0.3528934339386559
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Elevators,XGBClassifier,centroid,0.23217499953608917
Original,original,,KIP,4,20,Elevators,XGBClassifier,centroid,0.39442582419281724
Decoded,decoded,GNN,KIP,2,20,Elevators,XGBClassifier,centroid,0.3083672724605742
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Elevators,XGBClassifier,centroid,0.30090316811333206
Encoded,encoded,GNN,KIP,3,20,Elevators,XGBClassifier,centroid,0.3567699611993818
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Elevators,XGBClassifier,centroid,0.1515032036356471
Original,original,,KIP,4,20,Elevators,XGBClassifier,centroid,0.39442582419281724
Decoded,decoded,MLP,KMeans,3,20,Elevators,XGBClassifier,centroid,0.27546247491567866
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Elevators,XGBClassifier,centroid,0.2555475340709368
Encoded,encoded,MLP,KMeans,1,20,Elevators,XGBClassifier,centroid,0.24623688789175055
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,XGBClassifier,centroid,0.18554745454336594
Original,original,,KMeans,4,20,Elevators,XGBClassifier,centroid,0.3641282055133814
Decoded,decoded,GNN,KMeans,3,20,Elevators,XGBClassifier,centroid,0.3073298794803845
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Elevators,XGBClassifier,centroid,0.29479659940106906
Encoded,encoded,GNN,KMeans,1,20,Elevators,XGBClassifier,centroid,0.27964889461094666
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,XGBClassifier,centroid,0.14890026624063446
Original,original,,KMeans,4,20,Elevators,XGBClassifier,centroid,0.3641282055133814
Decoded,decoded,MLP,KMeans,1,20,Elevators,XGBClassifier,closest,0.26700277374494447
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Elevators,XGBClassifier,closest,0.2939172011950343
Encoded,encoded,MLP,KMeans,2,20,Elevators,XGBClassifier,closest,0.27523705843420815
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Elevators,XGBClassifier,closest,0.19404577076796237
Original,original,,KMeans,4,20,Elevators,XGBClassifier,closest,0.30254134770956176
Decoded,decoded,GNN,KMeans,4,20,Elevators,XGBClassifier,closest,0.3090787791280774
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Elevators,XGBClassifier,closest,0.2848910869916752
Encoded,encoded,GNN,KMeans,2,20,Elevators,XGBClassifier,closest,0.2857549331394039
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Elevators,XGBClassifier,closest,0.1390154309996704
Original,original,,KMeans,3,20,Elevators,XGBClassifier,closest,0.30254134770956176
Decoded,decoded,MLP,Agglo,4,20,Higgs,GaussianNB,centroid,0.1321886051507927
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Higgs,GaussianNB,centroid,0.0783852761311681
Encoded,encoded,MLP,Agglo,2,20,Higgs,GaussianNB,centroid,0.1014667982480393
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,GaussianNB,centroid,0.0304648202207622
Original,original,,Agglo,3,20,Higgs,GaussianNB,centroid,0.1238827327174727
Decoded,decoded,GNN,Agglo,3,20,Higgs,GaussianNB,centroid,0.1507267913441352
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,GaussianNB,centroid,0.1693965672929293
Encoded,encoded,GNN,Agglo,1,20,Higgs,GaussianNB,centroid,0.034121732846579
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,GaussianNB,centroid,0.030700116283723
Original,original,,Agglo,2,20,Higgs,GaussianNB,centroid,0.1238827327174727
Decoded,decoded,MLP,Agglo,1,20,Higgs,GaussianNB,closest,0.0791115975118911
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Higgs,GaussianNB,closest,0.1321853358400983
Encoded,encoded,MLP,Agglo,2,20,Higgs,GaussianNB,closest,0.0881924537581936
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,GaussianNB,closest,0.0508607922162238
Original,original,,Agglo,3,20,Higgs,GaussianNB,closest,0.1066178172968981
Decoded,decoded,GNN,Agglo,3,20,Higgs,GaussianNB,closest,0.1287712324047035
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,GaussianNB,closest,0.1719400910132087
Encoded,encoded,GNN,Agglo,0,20,Higgs,GaussianNB,closest,0.0559404208363607
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Higgs,GaussianNB,closest,0.0745611885604178
Original,original,,Agglo,2,20,Higgs,GaussianNB,closest,0.1066178172968981
Decoded,decoded,MLP,KIP,2,20,Higgs,GaussianNB,centroid,0.15103301887489368
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Higgs,GaussianNB,centroid,0.15882010828522858
Encoded,encoded,MLP,KIP,1,20,Higgs,GaussianNB,centroid,0.1461014585935356
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Higgs,GaussianNB,centroid,0.1252288902573189
Original,original,,KIP,3,20,Higgs,GaussianNB,centroid,0.15653483496126663
Decoded,decoded,GNN,KIP,3,20,Higgs,GaussianNB,centroid,0.1552495746202404
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Higgs,GaussianNB,centroid,0.15112926863916545
Encoded,encoded,GNN,KIP,1,20,Higgs,GaussianNB,centroid,0.14526721852421617
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Higgs,GaussianNB,centroid,0.12217924580585948
Original,original,,KIP,4,20,Higgs,GaussianNB,centroid,0.15653483496126663
Decoded,decoded,MLP,KMeans,4,20,Higgs,GaussianNB,centroid,0.14143344247696554
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Higgs,GaussianNB,centroid,0.12182061499695054
Encoded,encoded,MLP,KMeans,1,20,Higgs,GaussianNB,centroid,0.07081286097787533
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,GaussianNB,centroid,0.01931256644127384
Original,original,,KMeans,3,20,Higgs,GaussianNB,centroid,0.13676953186017143
Decoded,decoded,GNN,KMeans,3,20,Higgs,GaussianNB,centroid,0.14647845412655694
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Higgs,GaussianNB,centroid,0.1491706371763944
Encoded,encoded,GNN,KMeans,1,20,Higgs,GaussianNB,centroid,0.054867307323724336
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,GaussianNB,centroid,-0.01973085588322038
Original,original,,KMeans,2,20,Higgs,GaussianNB,centroid,0.13676953186017143
Decoded,decoded,MLP,KMeans,3,20,Higgs,GaussianNB,closest,0.13887681007822855
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Higgs,GaussianNB,closest,0.14072282007471187
Encoded,encoded,MLP,KMeans,1,20,Higgs,GaussianNB,closest,0.099421580348953
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,GaussianNB,closest,0.03285147989906756
Original,original,,KMeans,2,20,Higgs,GaussianNB,closest,0.13433979901346657
Decoded,decoded,GNN,KMeans,4,20,Higgs,GaussianNB,closest,0.1436187817749886
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Higgs,GaussianNB,closest,0.14325685650684145
Encoded,encoded,GNN,KMeans,1,20,Higgs,GaussianNB,closest,0.06507938908025704
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,GaussianNB,closest,0.003040421223019521
Original,original,,KMeans,2,20,Higgs,GaussianNB,closest,0.13433979901346657
Decoded,decoded,MLP,Agglo,3,20,Higgs,KNeighborsClassifier,centroid,0.1300714872740135
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Higgs,KNeighborsClassifier,centroid,0.1184805433174183
Encoded,encoded,MLP,Agglo,4,20,Higgs,KNeighborsClassifier,centroid,0.1312682528114187
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,KNeighborsClassifier,centroid,0.0516618993281022
Original,original,,Agglo,1,20,Higgs,KNeighborsClassifier,centroid,0.0806528210722555
Decoded,decoded,GNN,Agglo,3,20,Higgs,KNeighborsClassifier,centroid,0.1616021906288442
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,KNeighborsClassifier,centroid,0.1743902927822761
Encoded,encoded,GNN,Agglo,2,20,Higgs,KNeighborsClassifier,centroid,0.1106838070361608
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,KNeighborsClassifier,centroid,0.0674747476944171
Original,original,,Agglo,1,20,Higgs,KNeighborsClassifier,centroid,0.0806528210722555
Decoded,decoded,MLP,Agglo,1,20,Higgs,KNeighborsClassifier,closest,0.111948593268893
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Higgs,KNeighborsClassifier,closest,0.1369607272004338
Encoded,encoded,MLP,Agglo,3,20,Higgs,KNeighborsClassifier,closest,0.1267083592450802
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,KNeighborsClassifier,closest,0.080545504229229
Original,original,,Agglo,2,20,Higgs,KNeighborsClassifier,closest,0.1224245656680762
Decoded,decoded,GNN,Agglo,3,20,Higgs,KNeighborsClassifier,closest,0.1379145271635903
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,KNeighborsClassifier,closest,0.165981793107081
Encoded,encoded,GNN,Agglo,1,20,Higgs,KNeighborsClassifier,closest,0.1206676865542324
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,KNeighborsClassifier,closest,0.1155332114216411
Original,original,,Agglo,2,20,Higgs,KNeighborsClassifier,closest,0.1224245656680762
Decoded,decoded,MLP,KIP,2,20,Higgs,KNeighborsClassifier,centroid,0.16132816871403816
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Higgs,KNeighborsClassifier,centroid,0.1731866708071092
Encoded,encoded,MLP,KIP,4,20,Higgs,KNeighborsClassifier,centroid,0.17657124408190492
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Higgs,KNeighborsClassifier,centroid,0.15905414504736684
Original,original,,KIP,0,20,Higgs,KNeighborsClassifier,centroid,0.1575256124950996
Decoded,decoded,GNN,KIP,3,20,Higgs,KNeighborsClassifier,centroid,0.17602126111879351
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Higgs,KNeighborsClassifier,centroid,0.18006817836319064
Encoded,encoded,GNN,KIP,2,20,Higgs,KNeighborsClassifier,centroid,0.16574430060121284
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Higgs,KNeighborsClassifier,centroid,0.12957688741345585
Original,original,,KIP,1,20,Higgs,KNeighborsClassifier,centroid,0.1575256124950996
Decoded,decoded,MLP,KMeans,4,20,Higgs,KNeighborsClassifier,centroid,0.14751090015030086
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Higgs,KNeighborsClassifier,centroid,0.1266070833163809
Encoded,encoded,MLP,KMeans,2,20,Higgs,KNeighborsClassifier,centroid,0.11840563597975806
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,KNeighborsClassifier,centroid,0.0601629699744507
Original,original,,KMeans,1,20,Higgs,KNeighborsClassifier,centroid,0.07038059059059318
Decoded,decoded,GNN,KMeans,4,20,Higgs,KNeighborsClassifier,centroid,0.15807918980223573
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Higgs,KNeighborsClassifier,centroid,0.1437010102613688
Encoded,encoded,GNN,KMeans,2,20,Higgs,KNeighborsClassifier,centroid,0.08645428563756599
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,KNeighborsClassifier,centroid,0.03354354204964164
Original,original,,KMeans,1,20,Higgs,KNeighborsClassifier,centroid,0.07038059059059318
Decoded,decoded,MLP,KMeans,2,20,Higgs,KNeighborsClassifier,closest,0.12483884728360158
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Higgs,KNeighborsClassifier,closest,0.12511716428849448
Encoded,encoded,MLP,KMeans,1,20,Higgs,KNeighborsClassifier,closest,0.119486379716591
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,KNeighborsClassifier,closest,0.06612288168165507
Original,original,,KMeans,4,20,Higgs,KNeighborsClassifier,closest,0.12948104226673707
Decoded,decoded,GNN,KMeans,4,20,Higgs,KNeighborsClassifier,closest,0.14092371802208004
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Higgs,KNeighborsClassifier,closest,0.14068829754982615
Encoded,encoded,GNN,KMeans,1,20,Higgs,KNeighborsClassifier,closest,0.11708357583828777
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,KNeighborsClassifier,closest,0.06884410819507111
Original,original,,KMeans,2,20,Higgs,KNeighborsClassifier,closest,0.12948104226673707
Decoded,decoded,MLP,Agglo,4,20,Higgs,LogisticRegression,centroid,0.183411088197004
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Higgs,LogisticRegression,centroid,0.1455803462709922
Encoded,encoded,MLP,Agglo,2,20,Higgs,LogisticRegression,centroid,0.1142649226382773
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Higgs,LogisticRegression,centroid,0.0548845303665632
Original,original,,Agglo,0,20,Higgs,LogisticRegression,centroid,0.0522835665155911
Decoded,decoded,GNN,Agglo,4,20,Higgs,LogisticRegression,centroid,0.1989598849829049
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Higgs,LogisticRegression,centroid,0.1938799574055192
Encoded,encoded,GNN,Agglo,2,20,Higgs,LogisticRegression,centroid,0.0859466324584079
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,LogisticRegression,centroid,0.0277278436864655
Original,original,,Agglo,1,20,Higgs,LogisticRegression,centroid,0.0522835665155911
Decoded,decoded,MLP,Agglo,1,20,Higgs,LogisticRegression,closest,0.1221128622005505
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Higgs,LogisticRegression,closest,0.1613137163954934
Encoded,encoded,MLP,Agglo,2,20,Higgs,LogisticRegression,closest,0.1258004181466788
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,LogisticRegression,closest,0.1054416289830658
Original,original,,Agglo,3,20,Higgs,LogisticRegression,closest,0.1602962841684886
Decoded,decoded,GNN,Agglo,2,20,Higgs,LogisticRegression,closest,0.1347286277923518
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,LogisticRegression,closest,0.1962513881226512
Encoded,encoded,GNN,Agglo,1,20,Higgs,LogisticRegression,closest,0.1003923117044666
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,LogisticRegression,closest,0.0694849959841993
Original,original,,Agglo,3,20,Higgs,LogisticRegression,closest,0.1602962841684886
Decoded,decoded,MLP,KIP,3,20,Higgs,LogisticRegression,centroid,0.18361361016805314
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Higgs,LogisticRegression,centroid,0.19279328885812758
Encoded,encoded,MLP,KIP,2,20,Higgs,LogisticRegression,centroid,0.17285593381965175
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Higgs,LogisticRegression,centroid,0.171539032306421
Original,original,,KIP,0,20,Higgs,LogisticRegression,centroid,0.15985012068573412
Decoded,decoded,GNN,KIP,3,20,Higgs,LogisticRegression,centroid,0.19345141910344932
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Higgs,LogisticRegression,centroid,0.20465267720143174
Encoded,encoded,GNN,KIP,2,20,Higgs,LogisticRegression,centroid,0.18952890191478142
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Higgs,LogisticRegression,centroid,0.14917726515181853
Original,original,,KIP,1,20,Higgs,LogisticRegression,centroid,0.15985012068573412
Decoded,decoded,MLP,KMeans,4,20,Higgs,LogisticRegression,centroid,0.16682359370082975
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Higgs,LogisticRegression,centroid,0.1556759639053707
Encoded,encoded,MLP,KMeans,2,20,Higgs,LogisticRegression,centroid,0.10184593333800278
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Higgs,LogisticRegression,centroid,0.0441429325113188
Original,original,,KMeans,0,20,Higgs,LogisticRegression,centroid,0.0438711683389416
Decoded,decoded,GNN,KMeans,4,20,Higgs,LogisticRegression,centroid,0.18150936825106861
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Higgs,LogisticRegression,centroid,0.17894030850594037
Encoded,encoded,GNN,KMeans,2,20,Higgs,LogisticRegression,centroid,0.08476946798830229
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,LogisticRegression,centroid,0.030528059705196602
Original,original,,KMeans,1,20,Higgs,LogisticRegression,centroid,0.0438711683389416
Decoded,decoded,MLP,KMeans,2,20,Higgs,LogisticRegression,closest,0.13882375648528134
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Higgs,LogisticRegression,closest,0.15921743727285229
Encoded,encoded,MLP,KMeans,1,20,Higgs,LogisticRegression,closest,0.13637887281294409
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,LogisticRegression,closest,0.0722257204020611
Original,original,,KMeans,3,20,Higgs,LogisticRegression,closest,0.14071362633476042
Decoded,decoded,GNN,KMeans,3,20,Higgs,LogisticRegression,closest,0.1473405002010987
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Higgs,LogisticRegression,closest,0.1606778219887331
Encoded,encoded,GNN,KMeans,1,20,Higgs,LogisticRegression,closest,0.11827572451577943
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,LogisticRegression,closest,0.05568680836088704
Original,original,,KMeans,2,20,Higgs,LogisticRegression,closest,0.14071362633476042
Decoded,decoded,MLP,Agglo,4,20,Higgs,MLPClassifier,centroid,0.2647151752112686
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Higgs,MLPClassifier,centroid,0.2381164978302518
Encoded,encoded,MLP,Agglo,1,20,Higgs,MLPClassifier,centroid,0.1983040415455277
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,MLPClassifier,centroid,0.1620104482279464
Original,original,,Agglo,2,20,Higgs,MLPClassifier,centroid,0.2109325513545145
Decoded,decoded,GNN,Agglo,3,20,Higgs,MLPClassifier,centroid,0.2776123450974151
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,MLPClassifier,centroid,0.2933610820117738
Encoded,encoded,GNN,Agglo,1,20,Higgs,MLPClassifier,centroid,0.1901705297938134
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,MLPClassifier,centroid,0.1648161521859216
Original,original,,Agglo,2,20,Higgs,MLPClassifier,centroid,0.2109325513545145
Decoded,decoded,MLP,Agglo,1,20,Higgs,MLPClassifier,closest,0.219018896367139
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Higgs,MLPClassifier,closest,0.2450780634301644
Encoded,encoded,MLP,Agglo,2,20,Higgs,MLPClassifier,closest,0.2224174306991801
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,MLPClassifier,closest,0.2091868344672733
Original,original,,Agglo,3,20,Higgs,MLPClassifier,closest,0.2401690983654131
Decoded,decoded,GNN,Agglo,2,20,Higgs,MLPClassifier,closest,0.2350305050689514
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Higgs,MLPClassifier,closest,0.2885009523822436
Encoded,encoded,GNN,Agglo,1,20,Higgs,MLPClassifier,closest,0.2124599558556869
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,MLPClassifier,closest,0.2036702032769125
Original,original,,Agglo,3,20,Higgs,MLPClassifier,closest,0.2401690983654131
Decoded,decoded,MLP,KIP,3,20,Higgs,MLPClassifier,centroid,0.2778347822917341
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Higgs,MLPClassifier,centroid,0.2843879292988051
Encoded,encoded,MLP,KIP,2,20,Higgs,MLPClassifier,centroid,0.26904494627815323
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Higgs,MLPClassifier,centroid,0.2603935077499725
Original,original,,KIP,0,20,Higgs,MLPClassifier,centroid,0.2562560278388576
Decoded,decoded,GNN,KIP,3,20,Higgs,MLPClassifier,centroid,0.2866038065357509
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Higgs,MLPClassifier,centroid,0.295763493402836
Encoded,encoded,GNN,KIP,2,20,Higgs,MLPClassifier,centroid,0.279175423193072
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Higgs,MLPClassifier,centroid,0.2497961765895596
Original,original,,KIP,1,20,Higgs,MLPClassifier,centroid,0.2562560278388576
Decoded,decoded,MLP,KMeans,4,20,Higgs,MLPClassifier,centroid,0.2589057608552986
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Higgs,MLPClassifier,centroid,0.2524926383123559
Encoded,encoded,MLP,KMeans,1,20,Higgs,MLPClassifier,centroid,0.19655986298753247
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,MLPClassifier,centroid,0.14667950589281792
Original,original,,KMeans,2,20,Higgs,MLPClassifier,centroid,0.2049839364531311
Decoded,decoded,GNN,KMeans,3,20,Higgs,MLPClassifier,centroid,0.2708302581957881
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Higgs,MLPClassifier,centroid,0.27274076925535845
Encoded,encoded,GNN,KMeans,1,20,Higgs,MLPClassifier,centroid,0.19134247073093955
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,MLPClassifier,centroid,0.15033688106822005
Original,original,,KMeans,2,20,Higgs,MLPClassifier,centroid,0.2049839364531311
Decoded,decoded,MLP,KMeans,3,20,Higgs,MLPClassifier,closest,0.24264115696126068
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Higgs,MLPClassifier,closest,0.25152108170723675
Encoded,encoded,MLP,KMeans,1,20,Higgs,MLPClassifier,closest,0.2313045569118985
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,MLPClassifier,closest,0.17348991473953562
Original,original,,KMeans,2,20,Higgs,MLPClassifier,closest,0.23881671401505034
Decoded,decoded,GNN,KMeans,3,20,Higgs,MLPClassifier,closest,0.24738001409943938
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Higgs,MLPClassifier,closest,0.2544965337791812
Encoded,encoded,GNN,KMeans,1,20,Higgs,MLPClassifier,closest,0.21763048382436373
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,MLPClassifier,closest,0.17777900090886584
Original,original,,KMeans,2,20,Higgs,MLPClassifier,closest,0.23881671401505034
Decoded,decoded,MLP,Agglo,4,20,Higgs,XGBClassifier,centroid,0.3119422695836523
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Higgs,XGBClassifier,centroid,0.2530590042316121
Encoded,encoded,MLP,Agglo,3,20,Higgs,XGBClassifier,centroid,0.2767154011347938
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,XGBClassifier,centroid,0.2234540132160642
Original,original,,Agglo,1,20,Higgs,XGBClassifier,centroid,0.251812466679107
Decoded,decoded,GNN,Agglo,4,20,Higgs,XGBClassifier,centroid,0.305986208101383
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Higgs,XGBClassifier,centroid,0.2869965324716142
Encoded,encoded,GNN,Agglo,1,20,Higgs,XGBClassifier,centroid,0.2351651073977155
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,XGBClassifier,centroid,0.2179896177384062
Original,original,,Agglo,2,20,Higgs,XGBClassifier,centroid,0.251812466679107
Decoded,decoded,MLP,Agglo,3,20,Higgs,XGBClassifier,closest,0.2795233888289787
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Higgs,XGBClassifier,closest,0.2692345848337358
Encoded,encoded,MLP,Agglo,1,20,Higgs,XGBClassifier,closest,0.2687481280253113
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Higgs,XGBClassifier,closest,0.2569050333255118
Original,original,,Agglo,4,20,Higgs,XGBClassifier,closest,0.2915682821436144
Decoded,decoded,GNN,Agglo,2,20,Higgs,XGBClassifier,closest,0.2525091132706094
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Higgs,XGBClassifier,closest,0.2781158024327921
Encoded,encoded,GNN,Agglo,1,20,Higgs,XGBClassifier,closest,0.2364826491169616
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Higgs,XGBClassifier,closest,0.2346709779308683
Original,original,,Agglo,4,20,Higgs,XGBClassifier,closest,0.2915682821436144
Decoded,decoded,MLP,KIP,0,20,Higgs,XGBClassifier,centroid,0.27237415967710576
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Higgs,XGBClassifier,centroid,0.28913952906403007
Encoded,encoded,MLP,KIP,4,20,Higgs,XGBClassifier,centroid,0.293237154635425
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Higgs,XGBClassifier,centroid,0.2851436393507709
Original,original,,KIP,2,20,Higgs,XGBClassifier,centroid,0.2865429423551889
Decoded,decoded,GNN,KIP,2,20,Higgs,XGBClassifier,centroid,0.29337399996263747
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Higgs,XGBClassifier,centroid,0.3000325074370898
Encoded,encoded,GNN,KIP,4,20,Higgs,XGBClassifier,centroid,0.300966113434635
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Higgs,XGBClassifier,centroid,0.27814861267044844
Original,original,,KIP,1,20,Higgs,XGBClassifier,centroid,0.2865429423551889
Decoded,decoded,MLP,KMeans,3,20,Higgs,XGBClassifier,centroid,0.30193010726530434
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Higgs,XGBClassifier,centroid,0.2689796113600918
Encoded,encoded,MLP,KMeans,1,20,Higgs,XGBClassifier,centroid,0.26787360406372723
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,XGBClassifier,centroid,0.21398621959754
Original,original,,KMeans,4,20,Higgs,XGBClassifier,centroid,0.30835343107940905
Decoded,decoded,GNN,KMeans,3,20,Higgs,XGBClassifier,centroid,0.28963236008099036
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Higgs,XGBClassifier,centroid,0.26854063265405415
Encoded,encoded,GNN,KMeans,1,20,Higgs,XGBClassifier,centroid,0.23916050441852738
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,XGBClassifier,centroid,0.21375458229636965
Original,original,,KMeans,4,20,Higgs,XGBClassifier,centroid,0.30835343107940905
Decoded,decoded,MLP,KMeans,2,20,Higgs,XGBClassifier,closest,0.2633576620757994
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Higgs,XGBClassifier,closest,0.2688060193878583
Encoded,encoded,MLP,KMeans,3,20,Higgs,XGBClassifier,closest,0.268538800454016
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Higgs,XGBClassifier,closest,0.23677367125465976
Original,original,,KMeans,1,20,Higgs,XGBClassifier,closest,0.26222930399185573
Decoded,decoded,GNN,KMeans,1,20,Higgs,XGBClassifier,closest,0.2516025899610218
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Higgs,XGBClassifier,closest,0.2717335517192605
Encoded,encoded,GNN,KMeans,2,20,Higgs,XGBClassifier,closest,0.2594508059935214
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Higgs,XGBClassifier,closest,0.21630615436506
Original,original,,KMeans,3,20,Higgs,XGBClassifier,closest,0.26222930399185573
Decoded,decoded,MLP,Agglo,3,20,HomeEquityCredit,GaussianNB,centroid,0.0761078998073217
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,GaussianNB,centroid,0.1743737957610789
Encoded,encoded,MLP,Agglo,1,20,HomeEquityCredit,GaussianNB,centroid,0.0433526011560694
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,HomeEquityCredit,GaussianNB,centroid,0.0086705202312138
Original,original,,Agglo,2,20,HomeEquityCredit,GaussianNB,centroid,0.0655105973025048
Decoded,decoded,GNN,Agglo,3,20,HomeEquityCredit,GaussianNB,centroid,0.1551059730250481
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,GaussianNB,centroid,0.2071290944123314
Encoded,encoded,GNN,Agglo,1,20,HomeEquityCredit,GaussianNB,centroid,0.0366088631984585
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,HomeEquityCredit,GaussianNB,centroid,0.0211946050096338
Original,original,,Agglo,2,20,HomeEquityCredit,GaussianNB,centroid,0.0655105973025048
Decoded,decoded,MLP,Agglo,4,20,HomeEquityCredit,GaussianNB,closest,0.130057803468208
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,HomeEquityCredit,GaussianNB,closest,0.0953757225433525
Encoded,encoded,MLP,Agglo,2,20,HomeEquityCredit,GaussianNB,closest,0.0732177263969171
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,HomeEquityCredit,GaussianNB,closest,0.026974951830443
Original,original,,Agglo,1,20,HomeEquityCredit,GaussianNB,closest,0.0578034682080925
Decoded,decoded,GNN,Agglo,3,20,HomeEquityCredit,GaussianNB,closest,0.1262042389210018
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,GaussianNB,closest,0.2138728323699421
Encoded,encoded,GNN,Agglo,0,20,HomeEquityCredit,GaussianNB,closest,0.0520231213872832
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,HomeEquityCredit,GaussianNB,closest,0.0741811175337185
Original,original,,Agglo,1,20,HomeEquityCredit,GaussianNB,closest,0.0578034682080925
Decoded,decoded,MLP,KIP,4,20,HomeEquityCredit,GaussianNB,centroid,0.2626204238921001
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,HomeEquityCredit,GaussianNB,centroid,0.17880539499036605
Encoded,encoded,MLP,KIP,1,20,HomeEquityCredit,GaussianNB,centroid,0.15953757225433512
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,HomeEquityCredit,GaussianNB,centroid,0.1298651252408477
Original,original,,KIP,3,20,HomeEquityCredit,GaussianNB,centroid,0.25028901734104037
Decoded,decoded,GNN,KIP,2,20,HomeEquityCredit,GaussianNB,centroid,0.1668593448940269
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,HomeEquityCredit,GaussianNB,centroid,0.24894026974951822
Encoded,encoded,GNN,KIP,1,20,HomeEquityCredit,GaussianNB,centroid,0.12100192678227348
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,HomeEquityCredit,GaussianNB,centroid,0.0776493256262042
Original,original,,KIP,4,20,HomeEquityCredit,GaussianNB,centroid,0.25028901734104037
Decoded,decoded,MLP,KMeans,4,20,HomeEquityCredit,GaussianNB,centroid,0.12928709055876675
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,GaussianNB,centroid,0.12080924855491319
Encoded,encoded,MLP,KMeans,1,20,HomeEquityCredit,GaussianNB,centroid,0.0161849710982658
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,GaussianNB,centroid,0.00944123314065502
Original,original,,KMeans,2,20,HomeEquityCredit,GaussianNB,centroid,0.06570327552986502
Decoded,decoded,GNN,KMeans,3,20,HomeEquityCredit,GaussianNB,centroid,0.1369942196531791
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,HomeEquityCredit,GaussianNB,centroid,0.1460500963391136
Encoded,encoded,GNN,KMeans,1,20,HomeEquityCredit,GaussianNB,centroid,0.03583815028901725
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,GaussianNB,centroid,0.0196531791907513
Original,original,,KMeans,2,20,HomeEquityCredit,GaussianNB,centroid,0.06570327552986502
Decoded,decoded,MLP,KMeans,2,20,HomeEquityCredit,GaussianNB,closest,0.07206165703275522
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,HomeEquityCredit,GaussianNB,closest,0.10963391136801529
Encoded,encoded,MLP,KMeans,1,20,HomeEquityCredit,GaussianNB,closest,0.04624277456647382
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,GaussianNB,closest,0.022350674373795697
Original,original,,KMeans,3,20,HomeEquityCredit,GaussianNB,closest,0.1059730250481695
Decoded,decoded,GNN,KMeans,4,20,HomeEquityCredit,GaussianNB,closest,0.10847784200385344
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,HomeEquityCredit,GaussianNB,closest,0.09653179190751435
Encoded,encoded,GNN,KMeans,1,20,HomeEquityCredit,GaussianNB,closest,0.0585741811175336
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,GaussianNB,closest,0.03930635838150276
Original,original,,KMeans,3,20,HomeEquityCredit,GaussianNB,closest,0.1059730250481695
Decoded,decoded,MLP,Agglo,2,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0263414634146341
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.057560975609756
Encoded,encoded,MLP,Agglo,3,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0341463414634146
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170732
Original,original,,Agglo,0,20,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0048780487804877
Decoded,decoded,GNN,Agglo,3,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0956097560975608
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.1717073170731708
Encoded,encoded,GNN,Agglo,1,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0263414634146341
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0282926829268292
Original,original,,Agglo,0,20,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0048780487804877
Decoded,decoded,MLP,Agglo,1,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0253658536585367
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0702439024390244
Encoded,encoded,MLP,Agglo,3,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0565853658536584
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0136585365853659
Original,original,,Agglo,2,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0399999999999999
Decoded,decoded,GNN,Agglo,3,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0868292682926829
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,KNeighborsClassifier,closest,0.1395121951219511
Encoded,encoded,GNN,Agglo,1,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0517073170731708
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0731707317073171
Original,original,,Agglo,0,20,HomeEquityCredit,KNeighborsClassifier,closest,0.0399999999999999
Decoded,decoded,MLP,KIP,4,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.18848780487804875
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.16273170731707312
Encoded,encoded,MLP,KIP,2,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.17248780487804885
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.15434146341463417
Original,original,,KIP,3,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.18497560975609756
Decoded,decoded,GNN,KIP,2,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.16429268292682925
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.16370731707317066
Encoded,encoded,GNN,KIP,4,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.19258536585365849
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.1352195121951219
Original,original,,KIP,3,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.18497560975609756
Decoded,decoded,MLP,KMeans,4,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.056975609756097556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.052487804878048806
Encoded,encoded,MLP,KMeans,2,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.02653658536585362
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.01502439024390238
Original,original,,KMeans,1,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.015609756097560979
Decoded,decoded,GNN,KMeans,4,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.10321951219512196
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.09424390243902436
Encoded,encoded,GNN,KMeans,2,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.027707317073170663
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.0025365853658536994
Original,original,,KMeans,1,20,HomeEquityCredit,KNeighborsClassifier,centroid,0.015609756097560979
Decoded,decoded,MLP,KMeans,2,20,HomeEquityCredit,KNeighborsClassifier,closest,0.03921951219512196
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,KNeighborsClassifier,closest,0.04136585365853658
Encoded,encoded,MLP,KMeans,4,20,HomeEquityCredit,KNeighborsClassifier,closest,0.04175609756097552
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,KNeighborsClassifier,closest,0.02263414634146346
Original,original,,KMeans,1,20,HomeEquityCredit,KNeighborsClassifier,closest,0.03570731707317074
Decoded,decoded,GNN,KMeans,3,20,HomeEquityCredit,KNeighborsClassifier,closest,0.05599999999999994
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,HomeEquityCredit,KNeighborsClassifier,closest,0.05599999999999994
Encoded,encoded,GNN,KMeans,2,20,HomeEquityCredit,KNeighborsClassifier,closest,0.05502439024390243
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,HomeEquityCredit,KNeighborsClassifier,closest,0.03668292682926832
Original,original,,KMeans,0,20,HomeEquityCredit,KNeighborsClassifier,closest,0.03570731707317074
Decoded,decoded,MLP,Agglo,3,20,HomeEquityCredit,LogisticRegression,centroid,0.1688191881918819
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,LogisticRegression,centroid,0.1734317343173432
Encoded,encoded,MLP,Agglo,0,20,HomeEquityCredit,LogisticRegression,centroid,0.0581180811808118
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,HomeEquityCredit,LogisticRegression,centroid,0.0839483394833949
Original,original,,Agglo,1,20,HomeEquityCredit,LogisticRegression,centroid,0.070110701107011
Decoded,decoded,GNN,Agglo,3,20,HomeEquityCredit,LogisticRegression,centroid,0.1439114391143911
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,LogisticRegression,centroid,0.2149446494464944
Encoded,encoded,GNN,Agglo,0,20,HomeEquityCredit,LogisticRegression,centroid,0.0682656826568265
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,HomeEquityCredit,LogisticRegression,centroid,0.0774907749077489
Original,original,,Agglo,1,20,HomeEquityCredit,LogisticRegression,centroid,0.070110701107011
Decoded,decoded,MLP,Agglo,0,20,HomeEquityCredit,LogisticRegression,closest,0.0830258302583026
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,HomeEquityCredit,LogisticRegression,closest,0.0913284132841327
Encoded,encoded,MLP,Agglo,3,20,HomeEquityCredit,LogisticRegression,closest,0.1042435424354244
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,LogisticRegression,closest,0.1051660516605165
Original,original,,Agglo,2,20,HomeEquityCredit,LogisticRegression,closest,0.0950184501845018
Decoded,decoded,GNN,Agglo,2,20,HomeEquityCredit,LogisticRegression,closest,0.1051660516605165
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,LogisticRegression,closest,0.2140221402214022
Encoded,encoded,GNN,Agglo,0,20,HomeEquityCredit,LogisticRegression,closest,0.0848708487084871
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,HomeEquityCredit,LogisticRegression,closest,0.1429889298892989
Original,original,,Agglo,1,20,HomeEquityCredit,LogisticRegression,closest,0.0950184501845018
Decoded,decoded,MLP,KIP,4,20,HomeEquityCredit,LogisticRegression,centroid,0.23191881918819188
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,HomeEquityCredit,LogisticRegression,centroid,0.192619926199262
Encoded,encoded,MLP,KIP,1,20,HomeEquityCredit,LogisticRegression,centroid,0.1584870848708487
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,HomeEquityCredit,LogisticRegression,centroid,0.1398523985239852
Original,original,,KIP,3,20,HomeEquityCredit,LogisticRegression,centroid,0.22103321033210327
Decoded,decoded,GNN,KIP,3,20,HomeEquityCredit,LogisticRegression,centroid,0.20571955719557197
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,HomeEquityCredit,LogisticRegression,centroid,0.19538745387453868
Encoded,encoded,GNN,KIP,1,20,HomeEquityCredit,LogisticRegression,centroid,0.15313653136531366
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,HomeEquityCredit,LogisticRegression,centroid,0.10959409594095937
Original,original,,KIP,4,20,HomeEquityCredit,LogisticRegression,centroid,0.22103321033210327
Decoded,decoded,MLP,KMeans,3,20,HomeEquityCredit,LogisticRegression,centroid,0.1780442804428044
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,HomeEquityCredit,LogisticRegression,centroid,0.17841328413284135
Encoded,encoded,MLP,KMeans,2,20,HomeEquityCredit,LogisticRegression,centroid,0.08413284132841328
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,HomeEquityCredit,LogisticRegression,centroid,0.08154981549815496
Original,original,,KMeans,0,20,HomeEquityCredit,LogisticRegression,centroid,0.07214022140221396
Decoded,decoded,GNN,KMeans,4,20,HomeEquityCredit,LogisticRegression,centroid,0.19225092250922507
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,HomeEquityCredit,LogisticRegression,centroid,0.19132841328413278
Encoded,encoded,GNN,KMeans,1,20,HomeEquityCredit,LogisticRegression,centroid,0.06678966789667892
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,LogisticRegression,centroid,0.043542435424354244
Original,original,,KMeans,2,20,HomeEquityCredit,LogisticRegression,centroid,0.07214022140221396
Decoded,decoded,MLP,KMeans,0,20,HomeEquityCredit,LogisticRegression,closest,0.08265682656826565
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,LogisticRegression,closest,0.10848708487084868
Encoded,encoded,MLP,KMeans,2,20,HomeEquityCredit,LogisticRegression,closest,0.10811808118081179
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,HomeEquityCredit,LogisticRegression,closest,0.08394833948339481
Original,original,,KMeans,4,20,HomeEquityCredit,LogisticRegression,closest,0.11549815498154978
Decoded,decoded,GNN,KMeans,3,20,HomeEquityCredit,LogisticRegression,closest,0.11346863468634683
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,HomeEquityCredit,LogisticRegression,closest,0.10166051660516609
Encoded,encoded,GNN,KMeans,1,20,HomeEquityCredit,LogisticRegression,closest,0.09575645756457563
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,LogisticRegression,closest,0.09520295202952025
Original,original,,KMeans,4,20,HomeEquityCredit,LogisticRegression,closest,0.11549815498154978
Decoded,decoded,MLP,Agglo,3,20,HomeEquityCredit,MLPClassifier,centroid,0.1412535079513564
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,MLPClassifier,centroid,0.1711880261927034
Encoded,encoded,MLP,Agglo,0,20,HomeEquityCredit,MLPClassifier,centroid,0.0636108512628624
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,HomeEquityCredit,MLPClassifier,centroid,0.0664172123479887
Original,original,,Agglo,2,20,HomeEquityCredit,MLPClassifier,centroid,0.1066417212347988
Decoded,decoded,GNN,Agglo,3,20,HomeEquityCredit,MLPClassifier,centroid,0.1337698783910197
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,MLPClassifier,centroid,0.2086061739943872
Encoded,encoded,GNN,Agglo,1,20,HomeEquityCredit,MLPClassifier,centroid,0.0851262862488306
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,HomeEquityCredit,MLPClassifier,centroid,0.0841908325537885
Original,original,,Agglo,2,20,HomeEquityCredit,MLPClassifier,centroid,0.1066417212347988
Decoded,decoded,MLP,Agglo,1,20,HomeEquityCredit,MLPClassifier,closest,0.0813844714686622
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,HomeEquityCredit,MLPClassifier,closest,0.0926099158091673
Encoded,encoded,MLP,Agglo,4,20,HomeEquityCredit,MLPClassifier,closest,0.0954162768942936
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,HomeEquityCredit,MLPClassifier,closest,0.0860617399438728
Original,original,,Agglo,0,20,HomeEquityCredit,MLPClassifier,closest,0.0813844714686622
Decoded,decoded,GNN,Agglo,2,20,HomeEquityCredit,MLPClassifier,closest,0.0935453695042096
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,MLPClassifier,closest,0.175865294667914
Encoded,encoded,GNN,Agglo,0,20,HomeEquityCredit,MLPClassifier,closest,0.0795135640785782
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,HomeEquityCredit,MLPClassifier,closest,0.1655753040224508
Original,original,,Agglo,1,20,HomeEquityCredit,MLPClassifier,closest,0.0813844714686622
Decoded,decoded,MLP,KIP,4,20,HomeEquityCredit,MLPClassifier,centroid,0.2179607109448082
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,HomeEquityCredit,MLPClassifier,centroid,0.18709073900841905
Encoded,encoded,MLP,KIP,0,20,HomeEquityCredit,MLPClassifier,centroid,0.11805425631431246
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,HomeEquityCredit,MLPClassifier,centroid,0.12217025257249765
Original,original,,KIP,3,20,HomeEquityCredit,MLPClassifier,centroid,0.20037418147801683
Decoded,decoded,GNN,KIP,3,20,HomeEquityCredit,MLPClassifier,centroid,0.1878391019644527
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,HomeEquityCredit,MLPClassifier,centroid,0.17829747427502338
Encoded,encoded,GNN,KIP,1,20,HomeEquityCredit,MLPClassifier,centroid,0.15191768007483625
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,HomeEquityCredit,MLPClassifier,centroid,0.11057062675397569
Original,original,,KIP,4,20,HomeEquityCredit,MLPClassifier,centroid,0.20037418147801683
Decoded,decoded,MLP,KMeans,4,20,HomeEquityCredit,MLPClassifier,centroid,0.1717492984097287
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,MLPClassifier,centroid,0.16276894293732452
Encoded,encoded,MLP,KMeans,1,20,HomeEquityCredit,MLPClassifier,centroid,0.09448082319925162
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,MLPClassifier,centroid,0.0817586529466791
Original,original,,KMeans,2,20,HomeEquityCredit,MLPClassifier,centroid,0.1150608044901777
Decoded,decoded,GNN,KMeans,4,20,HomeEquityCredit,MLPClassifier,centroid,0.16127221702525715
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,HomeEquityCredit,MLPClassifier,centroid,0.1504209541627689
Encoded,encoded,GNN,KMeans,1,20,HomeEquityCredit,MLPClassifier,centroid,0.0795135640785781
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,MLPClassifier,centroid,0.06828811973807296
Original,original,,KMeans,2,20,HomeEquityCredit,MLPClassifier,centroid,0.1150608044901777
Decoded,decoded,MLP,KMeans,0,20,HomeEquityCredit,MLPClassifier,closest,0.06959775491113188
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,MLPClassifier,closest,0.10402245088868092
Encoded,encoded,MLP,KMeans,2,20,HomeEquityCredit,MLPClassifier,closest,0.08924228250701585
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,HomeEquityCredit,MLPClassifier,closest,0.08063610851262862
Original,original,,KMeans,4,20,HomeEquityCredit,MLPClassifier,closest,0.10944808231992509
Decoded,decoded,GNN,KMeans,3,20,HomeEquityCredit,MLPClassifier,closest,0.09971936389148733
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,HomeEquityCredit,MLPClassifier,closest,0.08568755846585593
Encoded,encoded,GNN,KMeans,1,20,HomeEquityCredit,MLPClassifier,closest,0.09597754911131896
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,HomeEquityCredit,MLPClassifier,closest,0.09803554724041158
Original,original,,KMeans,4,20,HomeEquityCredit,MLPClassifier,closest,0.10944808231992509
Decoded,decoded,MLP,Agglo,3,20,HomeEquityCredit,XGBClassifier,centroid,0.18059558117195
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,HomeEquityCredit,XGBClassifier,centroid,0.121998078770413
Encoded,encoded,MLP,Agglo,0,20,HomeEquityCredit,XGBClassifier,centroid,0.0739673390970219
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,HomeEquityCredit,XGBClassifier,centroid,0.1095100864553313
Original,original,,Agglo,4,20,HomeEquityCredit,XGBClassifier,centroid,0.2046109510086454
Decoded,decoded,GNN,Agglo,2,20,HomeEquityCredit,XGBClassifier,centroid,0.1527377521613832
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,HomeEquityCredit,XGBClassifier,centroid,0.1825168107588856
Encoded,encoded,GNN,Agglo,1,20,HomeEquityCredit,XGBClassifier,centroid,0.0999039385206531
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,HomeEquityCredit,XGBClassifier,centroid,0.0912584053794427
Original,original,,Agglo,4,20,HomeEquityCredit,XGBClassifier,centroid,0.2046109510086454
Decoded,decoded,MLP,Agglo,1,20,HomeEquityCredit,XGBClassifier,closest,0.084534101825168
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,HomeEquityCredit,XGBClassifier,closest,0.1191162343900096
Encoded,encoded,MLP,Agglo,2,20,HomeEquityCredit,XGBClassifier,closest,0.1075888568683957
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,HomeEquityCredit,XGBClassifier,closest,0.121037463976945
Original,original,,Agglo,0,20,HomeEquityCredit,XGBClassifier,closest,0.0585975024015369
Decoded,decoded,GNN,Agglo,2,20,HomeEquityCredit,XGBClassifier,closest,0.1316042267050911
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,HomeEquityCredit,XGBClassifier,closest,0.1902017291066281
Encoded,encoded,GNN,Agglo,1,20,HomeEquityCredit,XGBClassifier,closest,0.1200768491834773
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,HomeEquityCredit,XGBClassifier,closest,0.1757925072046108
Original,original,,Agglo,0,20,HomeEquityCredit,XGBClassifier,closest,0.0585975024015369
Decoded,decoded,MLP,KIP,3,20,HomeEquityCredit,XGBClassifier,centroid,0.22324687800192108
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,HomeEquityCredit,XGBClassifier,centroid,0.19673390970220933
Encoded,encoded,MLP,KIP,1,20,HomeEquityCredit,XGBClassifier,centroid,0.171757925072046
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,HomeEquityCredit,XGBClassifier,centroid,0.16829971181556191
Original,original,,KIP,4,20,HomeEquityCredit,XGBClassifier,centroid,0.2382324687800191
Decoded,decoded,GNN,KIP,3,20,HomeEquityCredit,XGBClassifier,centroid,0.19097022094140245
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,HomeEquityCredit,XGBClassifier,centroid,0.18789625360230539
Encoded,encoded,GNN,KIP,1,20,HomeEquityCredit,XGBClassifier,centroid,0.1863592699327569
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,HomeEquityCredit,XGBClassifier,centroid,0.1736791546589816
Original,original,,KIP,4,20,HomeEquityCredit,XGBClassifier,centroid,0.2382324687800191
Decoded,decoded,MLP,KMeans,3,20,HomeEquityCredit,XGBClassifier,centroid,0.16119116234390002
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,HomeEquityCredit,XGBClassifier,centroid,0.15408261287223812
Encoded,encoded,MLP,KMeans,1,20,HomeEquityCredit,XGBClassifier,centroid,0.07569644572526402
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,XGBClassifier,centroid,0.06974063400576355
Original,original,,KMeans,4,20,HomeEquityCredit,XGBClassifier,centroid,0.2776176753121997
Decoded,decoded,GNN,KMeans,3,20,HomeEquityCredit,XGBClassifier,centroid,0.22190201729106623
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,HomeEquityCredit,XGBClassifier,centroid,0.14524495677233426
Encoded,encoded,GNN,KMeans,0,20,HomeEquityCredit,XGBClassifier,centroid,0.09298751200768485
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,HomeEquityCredit,XGBClassifier,centroid,0.09817483189241105
Original,original,,KMeans,4,20,HomeEquityCredit,XGBClassifier,centroid,0.2776176753121997
Decoded,decoded,MLP,KMeans,1,20,HomeEquityCredit,XGBClassifier,closest,0.09548511047070114
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,HomeEquityCredit,XGBClassifier,closest,0.10182516810758872
Encoded,encoded,MLP,KMeans,2,20,HomeEquityCredit,XGBClassifier,closest,0.09625360230547539
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,HomeEquityCredit,XGBClassifier,closest,0.06474543707973093
Original,original,,KMeans,4,20,HomeEquityCredit,XGBClassifier,closest,0.12430355427473568
Decoded,decoded,GNN,KMeans,4,20,HomeEquityCredit,XGBClassifier,closest,0.12468780019212285
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,HomeEquityCredit,XGBClassifier,closest,0.1120076849183476
Encoded,encoded,GNN,KMeans,0,20,HomeEquityCredit,XGBClassifier,closest,0.10605187319884717
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,HomeEquityCredit,XGBClassifier,closest,0.11796349663784818
Original,original,,KMeans,3,20,HomeEquityCredit,XGBClassifier,closest,0.12430355427473568
Decoded,decoded,MLP,Agglo,4,20,House,GaussianNB,centroid,0.1324510351489248
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,House,GaussianNB,centroid,0.1305342625794944
Encoded,encoded,MLP,Agglo,2,20,House,GaussianNB,centroid,0.1098199518108698
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,GaussianNB,centroid,-0.0610226564460382
Original,original,,Agglo,1,20,House,GaussianNB,centroid,0.0738345974210989
Decoded,decoded,GNN,Agglo,4,20,House,GaussianNB,centroid,0.2198249973692942
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,House,GaussianNB,centroid,0.1793725699700233
Encoded,encoded,GNN,Agglo,2,20,House,GaussianNB,centroid,0.1046249153452428
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,GaussianNB,centroid,-0.0553316982486246
Original,original,,Agglo,1,20,House,GaussianNB,centroid,0.0738345974210989
Decoded,decoded,MLP,Agglo,4,20,House,GaussianNB,closest,0.1679366903834893
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,House,GaussianNB,closest,0.1458085439921429
Encoded,encoded,MLP,Agglo,3,20,House,GaussianNB,closest,0.1539828882719096
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,GaussianNB,closest,-0.0609357757073899
Original,original,,Agglo,1,20,House,GaussianNB,closest,0.0896355595848072
Decoded,decoded,GNN,Agglo,3,20,House,GaussianNB,closest,0.1247434724774231
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,House,GaussianNB,closest,0.1700180506876259
Encoded,encoded,GNN,Agglo,2,20,House,GaussianNB,closest,0.1056572312025966
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,GaussianNB,closest,-0.0425472785013343
Original,original,,Agglo,1,20,House,GaussianNB,closest,0.0896355595848072
Decoded,decoded,MLP,KIP,3,20,House,GaussianNB,centroid,0.266810208756607
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,House,GaussianNB,centroid,0.24060330848328348
Encoded,encoded,MLP,KIP,1,20,House,GaussianNB,centroid,0.18851555354092966
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,House,GaussianNB,centroid,-0.05476141523866571
Original,original,,KIP,4,20,House,GaussianNB,centroid,0.33110605655882114
Decoded,decoded,GNN,KIP,3,20,House,GaussianNB,centroid,0.26338570461088484
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,House,GaussianNB,centroid,0.25859258599709123
Encoded,encoded,GNN,KIP,1,20,House,GaussianNB,centroid,0.1978366156444688
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,House,GaussianNB,centroid,-0.020668549982057298
Original,original,,KIP,4,20,House,GaussianNB,centroid,0.33110605655882114
Decoded,decoded,MLP,KMeans,3,20,House,GaussianNB,centroid,0.11713520207866206
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,GaussianNB,centroid,0.13302174986441737
Encoded,encoded,MLP,KMeans,2,20,House,GaussianNB,centroid,0.07896822377456329
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,GaussianNB,centroid,-0.06000350760746087
Original,original,,KMeans,1,20,House,GaussianNB,centroid,0.07608453873612799
Decoded,decoded,GNN,KMeans,4,20,House,GaussianNB,centroid,0.1684586223736788
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,House,GaussianNB,centroid,0.1540665312190554
Encoded,encoded,GNN,KMeans,2,20,House,GaussianNB,centroid,0.08024240265714744
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,GaussianNB,centroid,-0.05111458274311094
Original,original,,KMeans,1,20,House,GaussianNB,centroid,0.07608453873612799
Decoded,decoded,MLP,KMeans,1,20,House,GaussianNB,closest,0.06581631469174863
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,GaussianNB,closest,0.13230242051896393
Encoded,encoded,MLP,KMeans,3,20,House,GaussianNB,closest,0.09770467564074536
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,GaussianNB,closest,-0.0628588080070584
Original,original,,KMeans,2,20,House,GaussianNB,closest,0.08558605375273513
Decoded,decoded,GNN,KMeans,4,20,House,GaussianNB,closest,0.0991640561972677
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,House,GaussianNB,closest,0.09704243935211776
Encoded,encoded,GNN,KMeans,3,20,House,GaussianNB,closest,0.09881502227330732
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,GaussianNB,closest,-0.05272430475172888
Original,original,,KMeans,1,20,House,GaussianNB,closest,0.08558605375273513
Decoded,decoded,MLP,Agglo,4,20,House,KNeighborsClassifier,centroid,0.157893223316365
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,House,KNeighborsClassifier,centroid,0.1522375168637428
Encoded,encoded,MLP,Agglo,2,20,House,KNeighborsClassifier,centroid,0.136541654746564
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,KNeighborsClassifier,centroid,0.0347795950321804
Original,original,,Agglo,1,20,House,KNeighborsClassifier,centroid,0.0941612900186969
Decoded,decoded,GNN,Agglo,3,20,House,KNeighborsClassifier,centroid,0.1618438386415594
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,House,KNeighborsClassifier,centroid,0.1657215698737815
Encoded,encoded,GNN,Agglo,2,20,House,KNeighborsClassifier,centroid,0.1608388314547912
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,KNeighborsClassifier,centroid,0.0363711456338212
Original,original,,Agglo,1,20,House,KNeighborsClassifier,centroid,0.0941612900186969
Decoded,decoded,MLP,Agglo,3,20,House,KNeighborsClassifier,closest,0.1501640387902033
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,House,KNeighborsClassifier,closest,0.1472447085900596
Encoded,encoded,MLP,Agglo,4,20,House,KNeighborsClassifier,closest,0.1658232109558178
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,KNeighborsClassifier,closest,0.0374728358010629
Original,original,,Agglo,1,20,House,KNeighborsClassifier,closest,0.1350165427058641
Decoded,decoded,GNN,Agglo,3,20,House,KNeighborsClassifier,closest,0.168272017317657
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,House,KNeighborsClassifier,closest,0.1580191590960586
Encoded,encoded,GNN,Agglo,4,20,House,KNeighborsClassifier,closest,0.1851127050856734
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,KNeighborsClassifier,closest,0.0400312162074388
Original,original,,Agglo,1,20,House,KNeighborsClassifier,closest,0.1350165427058641
Decoded,decoded,MLP,KIP,2,20,House,KNeighborsClassifier,centroid,0.28509183147809425
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,House,KNeighborsClassifier,centroid,0.23941551915537737
Encoded,encoded,MLP,KIP,3,20,House,KNeighborsClassifier,centroid,0.2933313038170936
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,House,KNeighborsClassifier,centroid,0.09744038006823327
Original,original,,KIP,4,20,House,KNeighborsClassifier,centroid,0.3331427769632718
Decoded,decoded,GNN,KIP,3,20,House,KNeighborsClassifier,centroid,0.3241491773765791
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,House,KNeighborsClassifier,centroid,0.29325356078458975
Encoded,encoded,GNN,KIP,1,20,House,KNeighborsClassifier,centroid,0.2831502389061237
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,House,KNeighborsClassifier,centroid,0.14086730087396448
Original,original,,KIP,4,20,House,KNeighborsClassifier,centroid,0.3331427769632718
Decoded,decoded,MLP,KMeans,4,20,House,KNeighborsClassifier,centroid,0.16440340899231032
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,House,KNeighborsClassifier,centroid,0.15938293451190702
Encoded,encoded,MLP,KMeans,2,20,House,KNeighborsClassifier,centroid,0.12695119889374823
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,KNeighborsClassifier,centroid,0.03803141552312176
Original,original,,KMeans,1,20,House,KNeighborsClassifier,centroid,0.09070926138665196
Decoded,decoded,GNN,KMeans,4,20,House,KNeighborsClassifier,centroid,0.17957767882508852
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,House,KNeighborsClassifier,centroid,0.15364105625412447
Encoded,encoded,GNN,KMeans,2,20,House,KNeighborsClassifier,centroid,0.14422423311803595
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,KNeighborsClassifier,centroid,0.03187583327094376
Original,original,,KMeans,1,20,House,KNeighborsClassifier,centroid,0.09070926138665196
Decoded,decoded,MLP,KMeans,2,20,House,KNeighborsClassifier,closest,0.13887414404574133
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,KNeighborsClassifier,closest,0.15397473648929705
Encoded,encoded,MLP,KMeans,3,20,House,KNeighborsClassifier,closest,0.14448215356132987
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,KNeighborsClassifier,closest,0.040601001239029516
Original,original,,KMeans,1,20,House,KNeighborsClassifier,closest,0.13008799142843394
Decoded,decoded,GNN,KMeans,1,20,House,KNeighborsClassifier,closest,0.12984871344701585
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,House,KNeighborsClassifier,closest,0.1370363741204946
Encoded,encoded,GNN,KMeans,4,20,House,KNeighborsClassifier,closest,0.16183193919780883
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,KNeighborsClassifier,closest,0.04744169396514744
Original,original,,KMeans,2,20,House,KNeighborsClassifier,closest,0.13008799142843394
Decoded,decoded,MLP,Agglo,3,20,House,LogisticRegression,centroid,0.1083462978605379
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,House,LogisticRegression,centroid,0.1416064246901751
Encoded,encoded,MLP,Agglo,2,20,House,LogisticRegression,centroid,0.0871266657421298
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,LogisticRegression,centroid,0.0091287081279391
Original,original,,Agglo,1,20,House,LogisticRegression,centroid,0.0610315309068444
Decoded,decoded,GNN,Agglo,4,20,House,LogisticRegression,centroid,0.1917764974344103
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,House,LogisticRegression,centroid,0.1394727618855507
Encoded,encoded,GNN,Agglo,2,20,House,LogisticRegression,centroid,0.120594561202234
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,LogisticRegression,centroid,0.0073137583681085
Original,original,,Agglo,1,20,House,LogisticRegression,centroid,0.0610315309068444
Decoded,decoded,MLP,Agglo,4,20,House,LogisticRegression,closest,0.1509867749215193
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,House,LogisticRegression,closest,0.1306224233790137
Encoded,encoded,MLP,Agglo,2,20,House,LogisticRegression,closest,0.1232360468488003
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,LogisticRegression,closest,0.0128599704988716
Original,original,,Agglo,1,20,House,LogisticRegression,closest,0.1085949142071886
Decoded,decoded,GNN,Agglo,3,20,House,LogisticRegression,closest,0.1538617481309649
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,House,LogisticRegression,closest,0.1005579999747853
Encoded,encoded,GNN,Agglo,4,20,House,LogisticRegression,closest,0.1586116819425358
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,LogisticRegression,closest,0.0155992889471626
Original,original,,Agglo,2,20,House,LogisticRegression,closest,0.1085949142071886
Decoded,decoded,MLP,KIP,4,20,House,LogisticRegression,centroid,0.23603151829952465
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,House,LogisticRegression,centroid,0.19621467744172266
Encoded,encoded,MLP,KIP,2,20,House,LogisticRegression,centroid,0.19986848043974328
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,House,LogisticRegression,centroid,0.03473599011586122
Original,original,,KIP,3,20,House,LogisticRegression,centroid,0.23007289552314064
Decoded,decoded,GNN,KIP,4,20,House,LogisticRegression,centroid,0.24825981164664204
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,House,LogisticRegression,centroid,0.23755478510823375
Encoded,encoded,GNN,KIP,1,20,House,LogisticRegression,centroid,0.22561797299512093
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,House,LogisticRegression,centroid,0.04917399362069616
Original,original,,KIP,2,20,House,LogisticRegression,centroid,0.23007289552314064
Decoded,decoded,MLP,KMeans,3,20,House,LogisticRegression,centroid,0.1339791979223136
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,LogisticRegression,centroid,0.15282633416961877
Encoded,encoded,MLP,KMeans,2,20,House,LogisticRegression,centroid,0.08984601419584207
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,LogisticRegression,centroid,0.007550372546300299
Original,original,,KMeans,1,20,House,LogisticRegression,centroid,0.04711637816916494
Decoded,decoded,GNN,KMeans,4,20,House,LogisticRegression,centroid,0.18464690679408463
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,House,LogisticRegression,centroid,0.15341665931239673
Encoded,encoded,GNN,KMeans,2,20,House,LogisticRegression,centroid,0.12306650361199709
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,LogisticRegression,centroid,0.007108914635837481
Original,original,,KMeans,1,20,House,LogisticRegression,centroid,0.04711637816916494
Decoded,decoded,MLP,KMeans,1,20,House,LogisticRegression,closest,0.08303100139941244
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,House,LogisticRegression,closest,0.10883294040519927
Encoded,encoded,MLP,KMeans,4,20,House,LogisticRegression,closest,0.10925997554179948
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,LogisticRegression,closest,0.008094101035060901
Original,original,,KMeans,2,20,House,LogisticRegression,closest,0.09317364061574142
Decoded,decoded,GNN,KMeans,3,20,House,LogisticRegression,closest,0.12436515841097331
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,House,LogisticRegression,closest,0.10198615716284867
Encoded,encoded,GNN,KMeans,4,20,House,LogisticRegression,closest,0.13756935916993404
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,LogisticRegression,closest,0.01825096130813546
Original,original,,KMeans,1,20,House,LogisticRegression,closest,0.09317364061574142
Decoded,decoded,MLP,Agglo,3,20,House,MLPClassifier,centroid,0.1659091951562594
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,House,MLPClassifier,centroid,0.2006112967096813
Encoded,encoded,MLP,Agglo,2,20,House,MLPClassifier,centroid,0.1369741338450247
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,MLPClassifier,centroid,0.063683987217907
Original,original,,Agglo,1,20,House,MLPClassifier,centroid,0.1102966752797993
Decoded,decoded,GNN,Agglo,4,20,House,MLPClassifier,centroid,0.2139748715674881
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,House,MLPClassifier,centroid,0.1785919056938413
Encoded,encoded,GNN,Agglo,2,20,House,MLPClassifier,centroid,0.177395495688337
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,MLPClassifier,centroid,0.0717951119197602
Original,original,,Agglo,1,20,House,MLPClassifier,centroid,0.1102966752797993
Decoded,decoded,MLP,Agglo,3,20,House,MLPClassifier,closest,0.181936024555073
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,House,MLPClassifier,closest,0.192079230628096
Encoded,encoded,MLP,Agglo,2,20,House,MLPClassifier,closest,0.1689594673108676
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,MLPClassifier,closest,0.0761645885572747
Original,original,,Agglo,1,20,House,MLPClassifier,closest,0.1532718755733593
Decoded,decoded,GNN,Agglo,3,20,House,MLPClassifier,closest,0.1944648836462601
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,House,MLPClassifier,closest,0.1658341806311539
Encoded,encoded,GNN,Agglo,4,20,House,MLPClassifier,closest,0.1998845636352517
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,MLPClassifier,closest,0.0688571226530486
Original,original,,Agglo,1,20,House,MLPClassifier,closest,0.1532718755733593
Decoded,decoded,MLP,KIP,4,20,House,MLPClassifier,centroid,0.2934953328542596
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,House,MLPClassifier,centroid,0.26036385389272815
Encoded,encoded,MLP,KIP,1,20,House,MLPClassifier,centroid,0.21821018209895407
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,House,MLPClassifier,centroid,0.08487057366521918
Original,original,,KIP,2,20,House,MLPClassifier,centroid,0.22832615359916816
Decoded,decoded,GNN,KIP,4,20,House,MLPClassifier,centroid,0.3203231071494097
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,House,MLPClassifier,centroid,0.3117539638248424
Encoded,encoded,GNN,KIP,2,20,House,MLPClassifier,centroid,0.24733292306280955
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,House,MLPClassifier,centroid,0.11148114029722936
Original,original,,KIP,1,20,House,MLPClassifier,centroid,0.22832615359916816
Decoded,decoded,MLP,KMeans,3,20,House,MLPClassifier,centroid,0.18061576891321618
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,MLPClassifier,centroid,0.20502530426273613
Encoded,encoded,MLP,KMeans,2,20,House,MLPClassifier,centroid,0.12185273454222974
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,MLPClassifier,centroid,0.0598477348480214
Original,original,,KMeans,1,20,House,MLPClassifier,centroid,0.1052105949177419
Decoded,decoded,GNN,KMeans,4,20,House,MLPClassifier,centroid,0.2270405862026786
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,House,MLPClassifier,centroid,0.20873398415999014
Encoded,encoded,GNN,KMeans,2,20,House,MLPClassifier,centroid,0.16502058360344923
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,MLPClassifier,centroid,0.06291090758974978
Original,original,,KMeans,1,20,House,MLPClassifier,centroid,0.1052105949177419
Decoded,decoded,MLP,KMeans,1,20,House,MLPClassifier,closest,0.13106365818604354
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,MLPClassifier,closest,0.1598182068375022
Encoded,encoded,MLP,KMeans,3,20,House,MLPClassifier,closest,0.15148366307871067
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,MLPClassifier,closest,0.0684334100360833
Original,original,,KMeans,2,20,House,MLPClassifier,closest,0.15036475215583134
Decoded,decoded,GNN,KMeans,3,20,House,MLPClassifier,closest,0.1717856514892054
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,House,MLPClassifier,closest,0.15297153079322354
Encoded,encoded,GNN,KMeans,4,20,House,MLPClassifier,closest,0.18590692083053015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,MLPClassifier,closest,0.08101004907956684
Original,original,,KMeans,1,20,House,MLPClassifier,closest,0.15036475215583134
Decoded,decoded,MLP,Agglo,1,20,House,XGBClassifier,centroid,0.2129076619065953
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,House,XGBClassifier,centroid,0.2689851061814318
Encoded,encoded,MLP,Agglo,2,20,House,XGBClassifier,centroid,0.2264055531703619
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,XGBClassifier,centroid,0.1378541835639691
Original,original,,Agglo,4,20,House,XGBClassifier,centroid,0.4262484288748646
Decoded,decoded,GNN,Agglo,3,20,House,XGBClassifier,centroid,0.2471465257103699
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,House,XGBClassifier,centroid,0.2011421908895242
Encoded,encoded,GNN,Agglo,2,20,House,XGBClassifier,centroid,0.2251312157527708
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,XGBClassifier,centroid,0.1118377180311675
Original,original,,Agglo,4,20,House,XGBClassifier,centroid,0.4262484288748646
Decoded,decoded,MLP,Agglo,4,20,House,XGBClassifier,closest,0.2738128844749978
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,House,XGBClassifier,closest,0.2189042112044608
Encoded,encoded,MLP,Agglo,2,20,House,XGBClassifier,closest,0.2107760686596411
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,House,XGBClassifier,closest,0.1162027007093213
Original,original,,Agglo,1,20,House,XGBClassifier,closest,0.1956235181232553
Decoded,decoded,GNN,Agglo,3,20,House,XGBClassifier,closest,0.2505812043713918
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,House,XGBClassifier,closest,0.2029999712520034
Encoded,encoded,GNN,Agglo,4,20,House,XGBClassifier,closest,0.300317594669273
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,House,XGBClassifier,closest,0.122793061081952
Original,original,,Agglo,1,20,House,XGBClassifier,closest,0.1956235181232553
Decoded,decoded,MLP,KIP,3,20,House,XGBClassifier,centroid,0.31037194723375927
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,House,XGBClassifier,centroid,0.27578754193790705
Encoded,encoded,MLP,KIP,2,20,House,XGBClassifier,centroid,0.29922526505888386
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,House,XGBClassifier,centroid,0.125194037194252
Original,original,,KIP,4,20,House,XGBClassifier,centroid,0.42617547494282204
Decoded,decoded,GNN,KIP,1,20,House,XGBClassifier,centroid,0.28808697164363595
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,House,XGBClassifier,centroid,0.32974093342388155
Encoded,encoded,GNN,KIP,2,20,House,XGBClassifier,centroid,0.31310432647921393
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,House,XGBClassifier,centroid,0.17303692420944172
Original,original,,KIP,4,20,House,XGBClassifier,centroid,0.42617547494282204
Decoded,decoded,MLP,KMeans,2,20,House,XGBClassifier,centroid,0.26099646211131877
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,House,XGBClassifier,centroid,0.2796880323975781
Encoded,encoded,MLP,KMeans,1,20,House,XGBClassifier,centroid,0.2100588768393415
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,XGBClassifier,centroid,0.10145922002444041
Original,original,,KMeans,4,20,House,XGBClassifier,centroid,0.3392804612121192
Decoded,decoded,GNN,KMeans,3,20,House,XGBClassifier,centroid,0.2957034941068962
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,House,XGBClassifier,centroid,0.24439614362122003
Encoded,encoded,GNN,KMeans,1,20,House,XGBClassifier,centroid,0.23349367803280746
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,XGBClassifier,centroid,0.11161282386856593
Original,original,,KMeans,4,20,House,XGBClassifier,centroid,0.3392804612121192
Decoded,decoded,MLP,KMeans,2,20,House,XGBClassifier,closest,0.21161315376360745
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,House,XGBClassifier,closest,0.23746825349323492
Encoded,encoded,MLP,KMeans,3,20,House,XGBClassifier,closest,0.21392241905436044
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,House,XGBClassifier,closest,0.10230026386890526
Original,original,,KMeans,1,20,House,XGBClassifier,closest,0.20996914538804362
Decoded,decoded,GNN,KMeans,4,20,House,XGBClassifier,closest,0.24598746304586433
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,House,XGBClassifier,closest,0.18931724450925036
Encoded,encoded,GNN,KMeans,3,20,House,XGBClassifier,closest,0.22353556056472365
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,House,XGBClassifier,closest,0.11877861544936164
Original,original,,KMeans,2,20,House,XGBClassifier,closest,0.20996914538804362
Decoded,decoded,MLP,Agglo,3,20,Jannis,GaussianNB,centroid,0.2456742272712119
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Jannis,GaussianNB,centroid,0.1978948222275874
Encoded,encoded,MLP,Agglo,2,20,Jannis,GaussianNB,centroid,0.2432928463624338
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,Jannis,GaussianNB,centroid,0.2602493572621794
Original,original,,Agglo,0,20,Jannis,GaussianNB,centroid,0.1587709817293084
Decoded,decoded,GNN,Agglo,4,20,Jannis,GaussianNB,centroid,0.1802890144376648
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Jannis,GaussianNB,centroid,0.1667213901849144
Encoded,encoded,GNN,Agglo,1,20,Jannis,GaussianNB,centroid,0.0610053048286298
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Jannis,GaussianNB,centroid,-0.0512303529342544
Original,original,,Agglo,2,20,Jannis,GaussianNB,centroid,0.1587709817293084
Decoded,decoded,MLP,Agglo,1,20,Jannis,GaussianNB,closest,0.2565857853474994
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Jannis,GaussianNB,closest,0.2771953410081724
Encoded,encoded,MLP,Agglo,2,20,Jannis,GaussianNB,closest,0.271153734024279
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,Jannis,GaussianNB,closest,0.2806894991926938
Original,original,,Agglo,0,20,Jannis,GaussianNB,closest,0.1187890965943474
Decoded,decoded,GNN,Agglo,4,20,Jannis,GaussianNB,closest,0.2745240553419816
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Jannis,GaussianNB,closest,0.1943935235317997
Encoded,encoded,GNN,Agglo,2,20,Jannis,GaussianNB,closest,0.1903344488988087
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Jannis,GaussianNB,closest,-0.0011932814399057
Original,original,,Agglo,1,20,Jannis,GaussianNB,closest,0.1187890965943474
Decoded,decoded,MLP,KIP,4,20,Jannis,GaussianNB,centroid,0.19152028788582875
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Jannis,GaussianNB,centroid,0.17833718220491557
Encoded,encoded,MLP,KIP,2,20,Jannis,GaussianNB,centroid,0.15426127147044622
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Jannis,GaussianNB,centroid,0.11137533632318086
Original,original,,KIP,1,20,Jannis,GaussianNB,centroid,0.14053520131284208
Decoded,decoded,GNN,KIP,4,20,Jannis,GaussianNB,centroid,0.19716879952378089
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Jannis,GaussianNB,centroid,0.14747190198615967
Encoded,encoded,GNN,KIP,1,20,Jannis,GaussianNB,centroid,0.13671226134728215
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Jannis,GaussianNB,centroid,-0.023902457515080078
Original,original,,KIP,2,20,Jannis,GaussianNB,centroid,0.14053520131284208
Decoded,decoded,MLP,KMeans,3,20,Jannis,GaussianNB,centroid,0.2777864937351806
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,GaussianNB,centroid,0.31714861513456244
Encoded,encoded,MLP,KMeans,1,20,Jannis,GaussianNB,centroid,0.24887038539869075
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,Jannis,GaussianNB,centroid,0.25669199535222076
Original,original,,KMeans,0,20,Jannis,GaussianNB,centroid,0.17783249086861214
Decoded,decoded,GNN,KMeans,2,20,Jannis,GaussianNB,centroid,0.1643978270159325
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Jannis,GaussianNB,centroid,0.1958741881085678
Encoded,encoded,GNN,KMeans,1,20,Jannis,GaussianNB,centroid,0.062197313217384045
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,GaussianNB,centroid,-0.04488787336764345
Original,original,,KMeans,3,20,Jannis,GaussianNB,centroid,0.17783249086861214
Decoded,decoded,MLP,KMeans,2,20,Jannis,GaussianNB,closest,0.2661044214494592
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,GaussianNB,closest,0.3143541209665444
Encoded,encoded,MLP,KMeans,3,20,Jannis,GaussianNB,closest,0.27474564784818234
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Jannis,GaussianNB,closest,0.25906500350150263
Original,original,,KMeans,0,20,Jannis,GaussianNB,closest,0.10441236672898761
Decoded,decoded,GNN,KMeans,4,20,Jannis,GaussianNB,closest,0.2356126430137298
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Jannis,GaussianNB,closest,0.2332019982496362
Encoded,encoded,GNN,KMeans,1,20,Jannis,GaussianNB,closest,0.08380348839681191
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,GaussianNB,closest,-0.04415486520367252
Original,original,,KMeans,2,20,Jannis,GaussianNB,closest,0.10441236672898761
Decoded,decoded,MLP,Agglo,1,20,Jannis,KNeighborsClassifier,centroid,0.2816279349610587
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Jannis,KNeighborsClassifier,centroid,0.3090486101437205
Encoded,encoded,MLP,Agglo,2,20,Jannis,KNeighborsClassifier,centroid,0.2999642674283495
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,Jannis,KNeighborsClassifier,centroid,0.3105178453634139
Original,original,,Agglo,0,20,Jannis,KNeighborsClassifier,centroid,0.0193256144552673
Decoded,decoded,GNN,Agglo,2,20,Jannis,KNeighborsClassifier,centroid,0.1980595400573144
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Jannis,KNeighborsClassifier,centroid,0.2163733053898656
Encoded,encoded,GNN,Agglo,3,20,Jannis,KNeighborsClassifier,centroid,0.212263409410587
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Jannis,KNeighborsClassifier,centroid,0.1096851869404067
Original,original,,Agglo,0,20,Jannis,KNeighborsClassifier,centroid,0.0193256144552673
Decoded,decoded,MLP,Agglo,1,20,Jannis,KNeighborsClassifier,closest,0.2736955871000751
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Jannis,KNeighborsClassifier,closest,0.3012860895339979
Encoded,encoded,MLP,Agglo,2,20,Jannis,KNeighborsClassifier,closest,0.2827952678171928
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,Jannis,KNeighborsClassifier,closest,0.3029406812536035
Original,original,,Agglo,0,20,Jannis,KNeighborsClassifier,closest,0.1015882519933472
Decoded,decoded,GNN,Agglo,3,20,Jannis,KNeighborsClassifier,closest,0.2459566388188223
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Jannis,KNeighborsClassifier,closest,0.2314000336747549
Encoded,encoded,GNN,Agglo,4,20,Jannis,KNeighborsClassifier,closest,0.2910507464481434
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Jannis,KNeighborsClassifier,closest,0.1815288078654804
Original,original,,Agglo,0,20,Jannis,KNeighborsClassifier,closest,0.1015882519933472
Decoded,decoded,MLP,KIP,3,20,Jannis,KNeighborsClassifier,centroid,0.2265582434415508
Decoded-FT,decoded,MLP-MultiHead,KIP,0,20,Jannis,KNeighborsClassifier,centroid,0.20426349019327944
Encoded,encoded,MLP,KIP,4,20,Jannis,KNeighborsClassifier,centroid,0.2465107423003805
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,Jannis,KNeighborsClassifier,centroid,0.2102162336951495
Original,original,,KIP,1,20,Jannis,KNeighborsClassifier,centroid,0.20999402774166395
Decoded,decoded,GNN,KIP,4,20,Jannis,KNeighborsClassifier,centroid,0.2455616910112502
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Jannis,KNeighborsClassifier,centroid,0.19266216226657262
Encoded,encoded,GNN,KIP,3,20,Jannis,KNeighborsClassifier,centroid,0.2353550732104625
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Jannis,KNeighborsClassifier,centroid,0.09689522125239644
Original,original,,KIP,2,20,Jannis,KNeighborsClassifier,centroid,0.20999402774166395
Decoded,decoded,MLP,KMeans,2,20,Jannis,KNeighborsClassifier,centroid,0.3011852182666498
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Jannis,KNeighborsClassifier,centroid,0.3076580768501972
Encoded,encoded,MLP,KMeans,1,20,Jannis,KNeighborsClassifier,centroid,0.3010834443139121
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,20,Jannis,KNeighborsClassifier,centroid,0.31157932688280476
Original,original,,KMeans,0,20,Jannis,KNeighborsClassifier,centroid,0.02114367637902594
Decoded,decoded,GNN,KMeans,3,20,Jannis,KNeighborsClassifier,centroid,0.2142939160458218
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Jannis,KNeighborsClassifier,centroid,0.2077874439063266
Encoded,encoded,GNN,KMeans,4,20,Jannis,KNeighborsClassifier,centroid,0.22150409264550858
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Jannis,KNeighborsClassifier,centroid,0.11324393229033385
Original,original,,KMeans,0,20,Jannis,KNeighborsClassifier,centroid,0.02114367637902594
Decoded,decoded,MLP,KMeans,3,20,Jannis,KNeighborsClassifier,closest,0.32440841403761456
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Jannis,KNeighborsClassifier,closest,0.3131204173894843
Encoded,encoded,MLP,KMeans,1,20,Jannis,KNeighborsClassifier,closest,0.2898574193127398
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,20,Jannis,KNeighborsClassifier,closest,0.3286427352530086
Original,original,,KMeans,0,20,Jannis,KNeighborsClassifier,closest,0.09425378020544048
Decoded,decoded,GNN,KMeans,4,20,Jannis,KNeighborsClassifier,closest,0.2430803771725553
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Jannis,KNeighborsClassifier,closest,0.2008539709780528
Encoded,encoded,GNN,KMeans,3,20,Jannis,KNeighborsClassifier,closest,0.22496007720867034
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Jannis,KNeighborsClassifier,closest,0.12001303997894142
Original,original,,KMeans,0,20,Jannis,KNeighborsClassifier,closest,0.09425378020544048
Decoded,decoded,MLP,Agglo,3,20,Jannis,LogisticRegression,centroid,0.2953576664958541
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Jannis,LogisticRegression,centroid,0.3040964627900077
Encoded,encoded,MLP,Agglo,2,20,Jannis,LogisticRegression,centroid,0.0759875367702318
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Jannis,LogisticRegression,centroid,0.0228296866662767
Original,original,,Agglo,1,20,Jannis,LogisticRegression,centroid,0.0274591851996817
Decoded,decoded,GNN,Agglo,3,20,Jannis,LogisticRegression,centroid,0.2318285537730931
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Jannis,LogisticRegression,centroid,0.3038017242481949
Encoded,encoded,GNN,Agglo,2,20,Jannis,LogisticRegression,centroid,0.0613042119479529
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Jannis,LogisticRegression,centroid,0.0316097751906078
Original,original,,Agglo,0,20,Jannis,LogisticRegression,centroid,0.0274591851996817
Decoded,decoded,MLP,Agglo,3,20,Jannis,LogisticRegression,closest,0.297065989272005
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Jannis,LogisticRegression,closest,0.3900192354512538
Encoded,encoded,MLP,Agglo,1,20,Jannis,LogisticRegression,closest,0.1096801852080363
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Jannis,LogisticRegression,closest,0.0450219499440576
Original,original,,Agglo,2,20,Jannis,LogisticRegression,closest,0.1432133576557014
Decoded,decoded,GNN,Agglo,4,20,Jannis,LogisticRegression,closest,0.3766043990679267
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Jannis,LogisticRegression,closest,0.2351642783837134
Encoded,encoded,GNN,Agglo,1,20,Jannis,LogisticRegression,closest,0.0849311306965995
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Jannis,LogisticRegression,closest,0.0407116991275842
Original,original,,Agglo,2,20,Jannis,LogisticRegression,closest,0.1432133576557014
Decoded,decoded,MLP,KIP,4,20,Jannis,LogisticRegression,centroid,0.25377384737193986
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,Jannis,LogisticRegression,centroid,0.24291572828810537
Encoded,encoded,MLP,KIP,2,20,Jannis,LogisticRegression,centroid,0.20021671581933048
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Jannis,LogisticRegression,centroid,0.16806541724338384
Original,original,,KIP,1,20,Jannis,LogisticRegression,centroid,0.168969077553758
Decoded,decoded,GNN,KIP,4,20,Jannis,LogisticRegression,centroid,0.27410903973051876
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Jannis,LogisticRegression,centroid,0.2083662494389321
Encoded,encoded,GNN,KIP,1,20,Jannis,LogisticRegression,centroid,0.14829953272869476
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Jannis,LogisticRegression,centroid,0.046800273585977596
Original,original,,KIP,2,20,Jannis,LogisticRegression,centroid,0.168969077553758
Decoded,decoded,MLP,KMeans,3,20,Jannis,LogisticRegression,centroid,0.3122072918751455
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,LogisticRegression,centroid,0.33362851055118137
Encoded,encoded,MLP,KMeans,2,20,Jannis,LogisticRegression,centroid,0.06044011380833603
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Jannis,LogisticRegression,centroid,0.020210531965916018
Original,original,,KMeans,1,20,Jannis,LogisticRegression,centroid,0.035950568209921444
Decoded,decoded,GNN,KMeans,3,20,Jannis,LogisticRegression,centroid,0.2302518633812
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Jannis,LogisticRegression,centroid,0.23946488818529846
Encoded,encoded,GNN,KMeans,2,20,Jannis,LogisticRegression,centroid,0.059577597859812904
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Jannis,LogisticRegression,centroid,0.03595123361739076
Original,original,,KMeans,0,20,Jannis,LogisticRegression,centroid,0.035950568209921444
Decoded,decoded,MLP,KMeans,3,20,Jannis,LogisticRegression,closest,0.31651967938893705
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,LogisticRegression,closest,0.3671219285992648
Encoded,encoded,MLP,KMeans,1,20,Jannis,LogisticRegression,closest,0.10386505625243832
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Jannis,LogisticRegression,closest,0.04077255433735868
Original,original,,KMeans,2,20,Jannis,LogisticRegression,closest,0.13791167189023845
Decoded,decoded,GNN,KMeans,4,20,Jannis,LogisticRegression,closest,0.29390801717668047
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Jannis,LogisticRegression,closest,0.24334895291110956
Encoded,encoded,GNN,KMeans,1,20,Jannis,LogisticRegression,closest,0.07126437843881647
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,LogisticRegression,closest,0.04077104608042832
Original,original,,KMeans,2,20,Jannis,LogisticRegression,closest,0.13791167189023845
Decoded,decoded,MLP,Agglo,2,20,Jannis,MLPClassifier,centroid,0.3144288683513944
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Jannis,MLPClassifier,centroid,0.3433242148691489
Encoded,encoded,MLP,Agglo,1,20,Jannis,MLPClassifier,centroid,0.3048267624309535
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,Jannis,MLPClassifier,centroid,0.3536953845644764
Original,original,,Agglo,0,20,Jannis,MLPClassifier,centroid,0.1441447548847815
Decoded,decoded,GNN,Agglo,3,20,Jannis,MLPClassifier,centroid,0.241901337658856
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Jannis,MLPClassifier,centroid,0.311018343576654
Encoded,encoded,GNN,Agglo,2,20,Jannis,MLPClassifier,centroid,0.2340003757400292
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Jannis,MLPClassifier,centroid,0.0975968252187883
Original,original,,Agglo,1,20,Jannis,MLPClassifier,centroid,0.1441447548847815
Decoded,decoded,MLP,Agglo,1,20,Jannis,MLPClassifier,closest,0.3184299696435577
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Jannis,MLPClassifier,closest,0.3937700354990527
Encoded,encoded,MLP,Agglo,2,20,Jannis,MLPClassifier,closest,0.3411814008542319
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,Jannis,MLPClassifier,closest,0.3634435320250331
Original,original,,Agglo,0,20,Jannis,MLPClassifier,closest,0.1602358252145626
Decoded,decoded,GNN,Agglo,4,20,Jannis,MLPClassifier,closest,0.3820036999577633
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Jannis,MLPClassifier,closest,0.2773150144669938
Encoded,encoded,GNN,Agglo,2,20,Jannis,MLPClassifier,closest,0.2609120211812518
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Jannis,MLPClassifier,closest,0.1645570146100988
Original,original,,Agglo,0,20,Jannis,MLPClassifier,closest,0.1602358252145626
Decoded,decoded,MLP,KIP,3,20,Jannis,MLPClassifier,centroid,0.2748313485220833
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Jannis,MLPClassifier,centroid,0.26184089264829463
Encoded,encoded,MLP,KIP,4,20,Jannis,MLPClassifier,centroid,0.2755970817763149
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Jannis,MLPClassifier,centroid,0.23538631640189744
Original,original,,KIP,0,20,Jannis,MLPClassifier,centroid,0.20186635931332825
Decoded,decoded,GNN,KIP,4,20,Jannis,MLPClassifier,centroid,0.2862455012007422
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Jannis,MLPClassifier,centroid,0.22493903893779735
Encoded,encoded,GNN,KIP,3,20,Jannis,MLPClassifier,centroid,0.2271167553766959
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Jannis,MLPClassifier,centroid,0.09820804380186168
Original,original,,KIP,1,20,Jannis,MLPClassifier,centroid,0.20186635931332825
Decoded,decoded,MLP,KMeans,3,20,Jannis,MLPClassifier,centroid,0.33103872636306214
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,MLPClassifier,centroid,0.3654950181499051
Encoded,encoded,MLP,KMeans,2,20,Jannis,MLPClassifier,centroid,0.3127770303802932
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Jannis,MLPClassifier,centroid,0.275225689330036
Original,original,,KMeans,0,20,Jannis,MLPClassifier,centroid,0.16109663946168473
Decoded,decoded,GNN,KMeans,2,20,Jannis,MLPClassifier,centroid,0.24922626991499147
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Jannis,MLPClassifier,centroid,0.272728901849986
Encoded,encoded,GNN,KMeans,3,20,Jannis,MLPClassifier,centroid,0.27055829052181807
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,MLPClassifier,centroid,0.1190904584450938
Original,original,,KMeans,1,20,Jannis,MLPClassifier,centroid,0.16109663946168473
Decoded,decoded,MLP,KMeans,2,20,Jannis,MLPClassifier,closest,0.33874858802039653
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Jannis,MLPClassifier,closest,0.3824796492653767
Encoded,encoded,MLP,KMeans,1,20,Jannis,MLPClassifier,closest,0.3292636161532687
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,20,Jannis,MLPClassifier,closest,0.38700812596902934
Original,original,,KMeans,0,20,Jannis,MLPClassifier,closest,0.15488402231778303
Decoded,decoded,GNN,KMeans,4,20,Jannis,MLPClassifier,closest,0.3140215062820424
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Jannis,MLPClassifier,closest,0.26197710736187596
Encoded,encoded,GNN,KMeans,2,20,Jannis,MLPClassifier,closest,0.22431628171219703
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,MLPClassifier,closest,0.14535050363560342
Original,original,,KMeans,1,20,Jannis,MLPClassifier,closest,0.15488402231778303
Decoded,decoded,MLP,Agglo,3,20,Jannis,XGBClassifier,centroid,0.3314247055358846
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Jannis,XGBClassifier,centroid,0.3917831992258908
Encoded,encoded,MLP,Agglo,2,20,Jannis,XGBClassifier,centroid,0.2200667506280137
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Jannis,XGBClassifier,centroid,0.169231909745171
Original,original,,Agglo,0,20,Jannis,XGBClassifier,centroid,0.1636734627405689
Decoded,decoded,GNN,Agglo,3,20,Jannis,XGBClassifier,centroid,0.3128634913353789
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Jannis,XGBClassifier,centroid,0.3260276896017761
Encoded,encoded,GNN,Agglo,2,20,Jannis,XGBClassifier,centroid,0.2228609874234406
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Jannis,XGBClassifier,centroid,0.1642548928067833
Original,original,,Agglo,0,20,Jannis,XGBClassifier,centroid,0.1636734627405689
Decoded,decoded,MLP,Agglo,3,20,Jannis,XGBClassifier,closest,0.3167496780199959
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Jannis,XGBClassifier,closest,0.4624318209886177
Encoded,encoded,MLP,Agglo,1,20,Jannis,XGBClassifier,closest,0.2117334399135776
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Jannis,XGBClassifier,closest,0.2077658930551389
Original,original,,Agglo,2,20,Jannis,XGBClassifier,closest,0.2613754619344314
Decoded,decoded,GNN,Agglo,4,20,Jannis,XGBClassifier,closest,0.4320878350593813
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Jannis,XGBClassifier,closest,0.3049505189001245
Encoded,encoded,GNN,Agglo,1,20,Jannis,XGBClassifier,closest,0.2262270525631508
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Jannis,XGBClassifier,closest,0.1739238946484141
Original,original,,Agglo,2,20,Jannis,XGBClassifier,closest,0.2613754619344314
Decoded,decoded,MLP,KIP,3,20,Jannis,XGBClassifier,centroid,0.3290681579758077
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Jannis,XGBClassifier,centroid,0.32779237073639433
Encoded,encoded,MLP,KIP,1,20,Jannis,XGBClassifier,centroid,0.2915821534185522
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Jannis,XGBClassifier,centroid,0.2305070862743554
Original,original,,KIP,4,20,Jannis,XGBClassifier,centroid,0.3672261134265321
Decoded,decoded,GNN,KIP,3,20,Jannis,XGBClassifier,centroid,0.3516307252387537
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Jannis,XGBClassifier,centroid,0.3388950826969506
Encoded,encoded,GNN,KIP,1,20,Jannis,XGBClassifier,centroid,0.25795501644167645
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Jannis,XGBClassifier,centroid,0.15586504389649405
Original,original,,KIP,4,20,Jannis,XGBClassifier,centroid,0.3672261134265321
Decoded,decoded,MLP,KMeans,3,20,Jannis,XGBClassifier,centroid,0.38348432578269287
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,XGBClassifier,centroid,0.39954671729680646
Encoded,encoded,MLP,KMeans,1,20,Jannis,XGBClassifier,centroid,0.22727762344150132
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Jannis,XGBClassifier,centroid,0.16334756740544498
Original,original,,KMeans,2,20,Jannis,XGBClassifier,centroid,0.3665227652416308
Decoded,decoded,GNN,KMeans,2,20,Jannis,XGBClassifier,centroid,0.3118187968465638
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Jannis,XGBClassifier,centroid,0.3429147231379105
Encoded,encoded,GNN,KMeans,1,20,Jannis,XGBClassifier,centroid,0.21646857488732393
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,XGBClassifier,centroid,0.1915637099696408
Original,original,,KMeans,4,20,Jannis,XGBClassifier,centroid,0.3665227652416308
Decoded,decoded,MLP,KMeans,3,20,Jannis,XGBClassifier,closest,0.3679696531301613
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Jannis,XGBClassifier,closest,0.4262381539179775
Encoded,encoded,MLP,KMeans,1,20,Jannis,XGBClassifier,closest,0.21940145647603906
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Jannis,XGBClassifier,closest,0.1848272911472802
Original,original,,KMeans,2,20,Jannis,XGBClassifier,closest,0.25691769118962277
Decoded,decoded,GNN,KMeans,4,20,Jannis,XGBClassifier,closest,0.3456162201922515
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Jannis,XGBClassifier,closest,0.3197767039833235
Encoded,encoded,GNN,KMeans,1,20,Jannis,XGBClassifier,closest,0.2216003729403797
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Jannis,XGBClassifier,closest,0.18784063041581214
Original,original,,KMeans,2,20,Jannis,XGBClassifier,closest,0.25691769118962277
Decoded,decoded,MLP,Agglo,3,20,LawSchoolAdmissions,GaussianNB,centroid,0.0878003003882552
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,LawSchoolAdmissions,GaussianNB,centroid,0.0738622384782826
Encoded,encoded,MLP,Agglo,4,20,LawSchoolAdmissions,GaussianNB,centroid,0.1292735618502228
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,LawSchoolAdmissions,GaussianNB,centroid,-0.1231873021526262
Original,original,,Agglo,0,20,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,3,20,LawSchoolAdmissions,GaussianNB,centroid,0.1026767827058843
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,LawSchoolAdmissions,GaussianNB,centroid,-0.0771554966130168
Encoded,encoded,GNN,Agglo,2,20,LawSchoolAdmissions,GaussianNB,centroid,0.0884809773630972
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,LawSchoolAdmissions,GaussianNB,centroid,0.1359549745654093
Original,original,,Agglo,0,20,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,2,20,LawSchoolAdmissions,GaussianNB,closest,-0.0889214843209985
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,LawSchoolAdmissions,GaussianNB,closest,-0.003159700174094
Encoded,encoded,MLP,Agglo,4,20,LawSchoolAdmissions,GaussianNB,closest,0.1662902050466164
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,GaussianNB,closest,-0.1167847209693027
Original,original,,Agglo,1,20,LawSchoolAdmissions,GaussianNB,closest,-0.1102462387032225
Decoded,decoded,GNN,Agglo,0,20,LawSchoolAdmissions,GaussianNB,closest,-0.1226038647456189
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,LawSchoolAdmissions,GaussianNB,closest,-0.1045137904452166
Encoded,encoded,GNN,Agglo,3,20,LawSchoolAdmissions,GaussianNB,closest,0.087595277203062
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,LawSchoolAdmissions,GaussianNB,closest,0.1251754412684725
Original,original,,Agglo,1,20,LawSchoolAdmissions,GaussianNB,closest,-0.1102462387032225
Decoded,decoded,MLP,KIP,3,20,LawSchoolAdmissions,GaussianNB,centroid,0.2532387805455256
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,LawSchoolAdmissions,GaussianNB,centroid,0.08891164320810899
Encoded,encoded,MLP,KIP,4,20,LawSchoolAdmissions,GaussianNB,centroid,0.25931965106225435
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,LawSchoolAdmissions,GaussianNB,centroid,0.03957673842087624
Original,original,,KIP,0,20,LawSchoolAdmissions,GaussianNB,centroid,-0.22762330094357525
Decoded,decoded,GNN,KIP,4,20,LawSchoolAdmissions,GaussianNB,centroid,0.1955975078553168
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,LawSchoolAdmissions,GaussianNB,centroid,0.022811231052928798
Encoded,encoded,GNN,KIP,2,20,LawSchoolAdmissions,GaussianNB,centroid,0.13324843420864557
Encoded-FT,encoded,GNN-MultiHead,KIP,3,20,LawSchoolAdmissions,GaussianNB,centroid,0.13721323114196732
Original,original,,KIP,0,20,LawSchoolAdmissions,GaussianNB,centroid,-0.22762330094357525
Decoded,decoded,MLP,KMeans,3,20,LawSchoolAdmissions,GaussianNB,centroid,0.09616009147548739
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,GaussianNB,centroid,0.03741005339975298
Encoded,encoded,MLP,KMeans,4,20,LawSchoolAdmissions,GaussianNB,centroid,0.1121811889470243
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,LawSchoolAdmissions,GaussianNB,centroid,-0.13462525276429832
Original,original,,KMeans,0,20,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,20,LawSchoolAdmissions,GaussianNB,centroid,0.036957362206846055
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,LawSchoolAdmissions,GaussianNB,centroid,-0.019185718202075593
Encoded,encoded,GNN,KMeans,3,20,LawSchoolAdmissions,GaussianNB,centroid,0.07907404500200332
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,20,LawSchoolAdmissions,GaussianNB,centroid,0.14075884352864812
Original,original,,KMeans,0,20,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,3,20,LawSchoolAdmissions,GaussianNB,closest,0.054528200646233
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,GaussianNB,closest,-0.0014836649241648805
Encoded,encoded,MLP,KMeans,4,20,LawSchoolAdmissions,GaussianNB,closest,0.1351765893983096
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,GaussianNB,closest,-0.1184087389082457
Original,original,,KMeans,1,20,LawSchoolAdmissions,GaussianNB,closest,-0.0290364378920336
Decoded,decoded,GNN,KMeans,0,20,LawSchoolAdmissions,GaussianNB,closest,-0.103282011148575
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,LawSchoolAdmissions,GaussianNB,closest,-0.06648960473873015
Encoded,encoded,GNN,KMeans,3,20,LawSchoolAdmissions,GaussianNB,closest,0.05937213699766384
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,20,LawSchoolAdmissions,GaussianNB,closest,0.12386657325419821
Original,original,,KMeans,2,20,LawSchoolAdmissions,GaussianNB,closest,-0.0290364378920336
Decoded,decoded,MLP,Agglo,4,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2983530560708711
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1570695389946306
Encoded,encoded,MLP,Agglo,3,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2224385639449834
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0656336065640758
Original,original,,Agglo,1,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0074522118614287
Decoded,decoded,GNN,Agglo,4,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2926997948726331
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1375109305917638
Encoded,encoded,GNN,Agglo,3,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1847372163153893
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0428601783218783
Original,original,,Agglo,1,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0074522118614287
Decoded,decoded,MLP,Agglo,3,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1301271626226882
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1269644418655965
Encoded,encoded,MLP,Agglo,4,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2579006725889361
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.038999738483038
Original,original,,Agglo,1,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1213540857939083
Decoded,decoded,GNN,Agglo,3,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1562533200395544
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0908097218930559
Encoded,encoded,GNN,Agglo,4,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1719034757238708
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0039544224969967
Original,original,,Agglo,2,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1213540857939083
Decoded,decoded,MLP,KIP,3,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.30407087926906
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.29522118614286996
Encoded,encoded,MLP,KIP,4,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.4053441399769538
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16812067373307282
Original,original,,KIP,0,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13842174513537583
Decoded,decoded,GNN,KIP,3,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2818327435581016
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.22804503812426952
Encoded,encoded,GNN,KIP,4,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2955164142755571
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1288077278262219
Original,original,,KIP,1,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13842174513537583
Decoded,decoded,MLP,KMeans,4,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.31363075439471083
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.14189481297451026
Encoded,encoded,MLP,KMeans,3,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20596095224863725
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0630380507179458
Original,original,,KMeans,1,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0021528158021624196
Decoded,decoded,GNN,KMeans,4,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.21835726485947546
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.12372265308957768
Encoded,encoded,GNN,KMeans,3,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17858972892132421
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.03312909131028165
Original,original,,KMeans,1,20,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0021528158021624196
Decoded,decoded,MLP,KMeans,3,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.14451774637758144
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1277071091751591
Encoded,encoded,MLP,KMeans,4,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2635022433251882
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.03091579971069684
Original,original,,KMeans,1,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.11376396459714119
Decoded,decoded,GNN,KMeans,3,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.12049046688950087
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.10905747652476636
Encoded,encoded,GNN,KMeans,4,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1860856631498083
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.002664408358735901
Original,original,,KMeans,2,20,LawSchoolAdmissions,KNeighborsClassifier,closest,0.11376396459714119
Decoded,decoded,MLP,Agglo,4,20,LawSchoolAdmissions,LogisticRegression,centroid,0.3411637005851828
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,LawSchoolAdmissions,LogisticRegression,centroid,0.1408101055136731
Encoded,encoded,MLP,Agglo,3,20,LawSchoolAdmissions,LogisticRegression,centroid,0.2484476084320562
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,LawSchoolAdmissions,LogisticRegression,centroid,0.1033201786427071
Original,original,,Agglo,0,20,LawSchoolAdmissions,LogisticRegression,centroid,0.0163071720678722
Decoded,decoded,GNN,Agglo,4,20,LawSchoolAdmissions,LogisticRegression,centroid,0.3665498685786156
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,LawSchoolAdmissions,LogisticRegression,centroid,0.0965796549153104
Encoded,encoded,GNN,Agglo,3,20,LawSchoolAdmissions,LogisticRegression,centroid,0.2264976012773103
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,LawSchoolAdmissions,LogisticRegression,centroid,0.224012268506315
Original,original,,Agglo,0,20,LawSchoolAdmissions,LogisticRegression,centroid,0.0163071720678722
Decoded,decoded,MLP,Agglo,2,20,LawSchoolAdmissions,LogisticRegression,closest,0.097951295009
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,LogisticRegression,closest,0.0739734822524645
Encoded,encoded,MLP,Agglo,4,20,LawSchoolAdmissions,LogisticRegression,closest,0.2559459703718207
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,LawSchoolAdmissions,LogisticRegression,closest,0.1271021773021337
Original,original,,Agglo,1,20,LawSchoolAdmissions,LogisticRegression,closest,0.0955431581801339
Decoded,decoded,GNN,Agglo,1,20,LawSchoolAdmissions,LogisticRegression,closest,0.0897421655532877
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,LawSchoolAdmissions,LogisticRegression,closest,0.0439131941044894
Encoded,encoded,GNN,Agglo,4,20,LawSchoolAdmissions,LogisticRegression,closest,0.2406046889944946
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,LawSchoolAdmissions,LogisticRegression,closest,0.2180135789545033
Original,original,,Agglo,2,20,LawSchoolAdmissions,LogisticRegression,closest,0.0955431581801339
Decoded,decoded,MLP,KIP,3,20,LawSchoolAdmissions,LogisticRegression,centroid,0.29174813035193814
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,LawSchoolAdmissions,LogisticRegression,centroid,0.2551787180201688
Encoded,encoded,MLP,KIP,4,20,LawSchoolAdmissions,LogisticRegression,centroid,0.37483657054202846
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,LawSchoolAdmissions,LogisticRegression,centroid,0.23308279170651977
Original,original,,KIP,0,20,LawSchoolAdmissions,LogisticRegression,centroid,0.00099601593625494
Decoded,decoded,GNN,KIP,3,20,LawSchoolAdmissions,LogisticRegression,centroid,0.26772268205062544
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,LawSchoolAdmissions,LogisticRegression,centroid,0.17569645802423575
Encoded,encoded,GNN,KIP,4,20,LawSchoolAdmissions,LogisticRegression,centroid,0.28867704983468767
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,LawSchoolAdmissions,LogisticRegression,centroid,0.2676942513499876
Original,original,,KIP,0,20,LawSchoolAdmissions,LogisticRegression,centroid,0.00099601593625494
Decoded,decoded,MLP,KMeans,4,20,LawSchoolAdmissions,LogisticRegression,centroid,0.3540772637239322
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,LogisticRegression,centroid,0.13971467626657827
Encoded,encoded,MLP,KMeans,3,20,LawSchoolAdmissions,LogisticRegression,centroid,0.25024740358038544
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,LawSchoolAdmissions,LogisticRegression,centroid,0.11263283350529821
Original,original,,KMeans,0,20,LawSchoolAdmissions,LogisticRegression,centroid,0.01607953817998322
Decoded,decoded,GNN,KMeans,3,20,LawSchoolAdmissions,LogisticRegression,centroid,0.22722776192018315
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,LawSchoolAdmissions,LogisticRegression,centroid,0.12371817079508052
Encoded,encoded,GNN,KMeans,4,20,LawSchoolAdmissions,LogisticRegression,centroid,0.23036210545342253
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,LawSchoolAdmissions,LogisticRegression,centroid,0.22124545297072573
Original,original,,KMeans,0,20,LawSchoolAdmissions,LogisticRegression,centroid,0.01607953817998322
Decoded,decoded,MLP,KMeans,2,20,LawSchoolAdmissions,LogisticRegression,closest,0.11162100181504604
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,LawSchoolAdmissions,LogisticRegression,closest,0.10110879732487814
Encoded,encoded,MLP,KMeans,4,20,LawSchoolAdmissions,LogisticRegression,closest,0.27233240949246496
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,LawSchoolAdmissions,LogisticRegression,closest,0.11680367377371419
Original,original,,KMeans,0,20,LawSchoolAdmissions,LogisticRegression,closest,0.07466975199391471
Decoded,decoded,GNN,KMeans,2,20,LawSchoolAdmissions,LogisticRegression,closest,0.1022678661535333
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,LawSchoolAdmissions,LogisticRegression,closest,0.05617266284578126
Encoded,encoded,GNN,KMeans,4,20,LawSchoolAdmissions,LogisticRegression,closest,0.2504650584806333
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,LawSchoolAdmissions,LogisticRegression,closest,0.22135258587577855
Original,original,,KMeans,1,20,LawSchoolAdmissions,LogisticRegression,closest,0.07466975199391471
Decoded,decoded,MLP,Agglo,4,20,LawSchoolAdmissions,MLPClassifier,centroid,0.2877422258037792
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,LawSchoolAdmissions,MLPClassifier,centroid,0.1842224674082497
Encoded,encoded,MLP,Agglo,3,20,LawSchoolAdmissions,MLPClassifier,centroid,0.2436529872946775
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,MLPClassifier,centroid,0.0589955866515036
Original,original,,Agglo,1,20,LawSchoolAdmissions,MLPClassifier,centroid,0.092890253729882
Decoded,decoded,GNN,Agglo,4,20,LawSchoolAdmissions,MLPClassifier,centroid,0.3212414990322265
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,LawSchoolAdmissions,MLPClassifier,centroid,0.1784054707446207
Encoded,encoded,GNN,Agglo,3,20,LawSchoolAdmissions,MLPClassifier,centroid,0.2332079997589979
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,LawSchoolAdmissions,MLPClassifier,centroid,0.1580728127188787
Original,original,,Agglo,0,20,LawSchoolAdmissions,MLPClassifier,centroid,0.092890253729882
Decoded,decoded,MLP,Agglo,2,20,LawSchoolAdmissions,MLPClassifier,closest,0.1785617454567363
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,LawSchoolAdmissions,MLPClassifier,closest,0.2030083823496185
Encoded,encoded,MLP,Agglo,4,20,LawSchoolAdmissions,MLPClassifier,closest,0.24478644966448
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,MLPClassifier,closest,0.0760088191656813
Original,original,,Agglo,1,20,LawSchoolAdmissions,MLPClassifier,closest,0.1715039652354664
Decoded,decoded,GNN,Agglo,1,20,LawSchoolAdmissions,MLPClassifier,closest,0.1487575218972879
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,LawSchoolAdmissions,MLPClassifier,closest,0.1408835358000888
Encoded,encoded,GNN,Agglo,4,20,LawSchoolAdmissions,MLPClassifier,closest,0.2422154482259995
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,LawSchoolAdmissions,MLPClassifier,closest,0.170446757393865
Original,original,,Agglo,3,20,LawSchoolAdmissions,MLPClassifier,closest,0.1715039652354664
Decoded,decoded,MLP,KIP,3,20,LawSchoolAdmissions,MLPClassifier,centroid,0.29680634738927086
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,LawSchoolAdmissions,MLPClassifier,centroid,0.28885158797701443
Encoded,encoded,MLP,KIP,4,20,LawSchoolAdmissions,MLPClassifier,centroid,0.3632713004315441
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,LawSchoolAdmissions,MLPClassifier,centroid,0.07301606428727428
Original,original,,KIP,0,20,LawSchoolAdmissions,MLPClassifier,centroid,0.0037878730823397598
Decoded,decoded,GNN,KIP,3,20,LawSchoolAdmissions,MLPClassifier,centroid,0.27714567062562606
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,LawSchoolAdmissions,MLPClassifier,centroid,0.23657581394648247
Encoded,encoded,GNN,KIP,4,20,LawSchoolAdmissions,MLPClassifier,centroid,0.27731606654666774
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,LawSchoolAdmissions,MLPClassifier,centroid,0.21810470782277308
Original,original,,KIP,0,20,LawSchoolAdmissions,MLPClassifier,centroid,0.0037878730823397598
Decoded,decoded,MLP,KMeans,4,20,LawSchoolAdmissions,MLPClassifier,centroid,0.2916658507745954
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,MLPClassifier,centroid,0.1894555991534806
Encoded,encoded,MLP,KMeans,3,20,LawSchoolAdmissions,MLPClassifier,centroid,0.24034523531582558
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,MLPClassifier,centroid,0.05854634392486757
Original,original,,KMeans,1,20,LawSchoolAdmissions,MLPClassifier,centroid,0.10078363295400623
Decoded,decoded,GNN,KMeans,4,20,LawSchoolAdmissions,MLPClassifier,centroid,0.2800137822999119
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,LawSchoolAdmissions,MLPClassifier,centroid,0.18420552195753842
Encoded,encoded,GNN,KMeans,3,20,LawSchoolAdmissions,MLPClassifier,centroid,0.22853086707988463
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,LawSchoolAdmissions,MLPClassifier,centroid,0.14112453776576106
Original,original,,KMeans,0,20,LawSchoolAdmissions,MLPClassifier,centroid,0.10078363295400623
Decoded,decoded,MLP,KMeans,2,20,LawSchoolAdmissions,MLPClassifier,closest,0.19447277054353468
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,LawSchoolAdmissions,MLPClassifier,closest,0.19487550742210744
Encoded,encoded,MLP,KMeans,4,20,LawSchoolAdmissions,MLPClassifier,closest,0.2669738814119702
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,MLPClassifier,closest,0.07933050407067377
Original,original,,KMeans,1,20,LawSchoolAdmissions,MLPClassifier,closest,0.1535199466783151
Decoded,decoded,GNN,KMeans,1,20,LawSchoolAdmissions,MLPClassifier,closest,0.1497275548091189
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,LawSchoolAdmissions,MLPClassifier,closest,0.14406513831253437
Encoded,encoded,GNN,KMeans,4,20,LawSchoolAdmissions,MLPClassifier,closest,0.2497932655013217
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,LawSchoolAdmissions,MLPClassifier,closest,0.16999337244594398
Original,original,,KMeans,2,20,LawSchoolAdmissions,MLPClassifier,closest,0.1535199466783151
Decoded,decoded,MLP,Agglo,3,20,LawSchoolAdmissions,XGBClassifier,centroid,0.4396845510208692
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,LawSchoolAdmissions,XGBClassifier,centroid,0.231881547533872
Encoded,encoded,MLP,Agglo,2,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2859271797498097
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,XGBClassifier,centroid,0.1464134012155536
Original,original,,Agglo,4,20,LawSchoolAdmissions,XGBClassifier,centroid,0.452191235059761
Decoded,decoded,GNN,Agglo,3,20,LawSchoolAdmissions,XGBClassifier,centroid,0.4356797761694244
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,LawSchoolAdmissions,XGBClassifier,centroid,0.0712989252818593
Encoded,encoded,GNN,Agglo,2,20,LawSchoolAdmissions,XGBClassifier,centroid,0.249054820415879
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2018946896723126
Original,original,,Agglo,4,20,LawSchoolAdmissions,XGBClassifier,centroid,0.452191235059761
Decoded,decoded,MLP,Agglo,2,20,LawSchoolAdmissions,XGBClassifier,closest,0.1776947032286732
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,LawSchoolAdmissions,XGBClassifier,closest,0.1600968526649545
Encoded,encoded,MLP,Agglo,4,20,LawSchoolAdmissions,XGBClassifier,closest,0.3208950587065726
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,LawSchoolAdmissions,XGBClassifier,closest,0.1413212932767982
Original,original,,Agglo,3,20,LawSchoolAdmissions,XGBClassifier,closest,0.1894171894652015
Decoded,decoded,GNN,Agglo,1,20,LawSchoolAdmissions,XGBClassifier,closest,0.1868179456088688
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,LawSchoolAdmissions,XGBClassifier,closest,0.0798639092025094
Encoded,encoded,GNN,Agglo,4,20,LawSchoolAdmissions,XGBClassifier,closest,0.2903866575286754
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,LawSchoolAdmissions,XGBClassifier,closest,0.2099108292727012
Original,original,,Agglo,2,20,LawSchoolAdmissions,XGBClassifier,closest,0.1894171894652015
Decoded,decoded,MLP,KIP,2,20,LawSchoolAdmissions,XGBClassifier,centroid,0.3203145828783166
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,LawSchoolAdmissions,XGBClassifier,centroid,0.3183603958457286
Encoded,encoded,MLP,KIP,4,20,LawSchoolAdmissions,XGBClassifier,centroid,0.4142867094947243
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,LawSchoolAdmissions,XGBClassifier,centroid,0.20183387433253755
Original,original,,KIP,3,20,LawSchoolAdmissions,XGBClassifier,centroid,0.34970138350190916
Decoded,decoded,GNN,KIP,1,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2967336702339978
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2597001408355237
Encoded,encoded,GNN,KIP,3,20,LawSchoolAdmissions,XGBClassifier,centroid,0.3370996166562483
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,LawSchoolAdmissions,XGBClassifier,centroid,0.30511093621732355
Original,original,,KIP,4,20,LawSchoolAdmissions,XGBClassifier,centroid,0.34970138350190916
Decoded,decoded,MLP,KMeans,3,20,LawSchoolAdmissions,XGBClassifier,centroid,0.4686209792211118
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,LawSchoolAdmissions,XGBClassifier,centroid,0.19653051310824748
Encoded,encoded,MLP,KMeans,2,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2917140511677298
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,XGBClassifier,centroid,0.11747038311781229
Original,original,,KMeans,4,20,LawSchoolAdmissions,XGBClassifier,centroid,0.4753321308339421
Decoded,decoded,GNN,KMeans,3,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2892042416345958
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,LawSchoolAdmissions,XGBClassifier,centroid,0.10524160447058639
Encoded,encoded,GNN,KMeans,2,20,LawSchoolAdmissions,XGBClassifier,centroid,0.2540642722117202
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,LawSchoolAdmissions,XGBClassifier,centroid,0.19435396410576972
Original,original,,KMeans,4,20,LawSchoolAdmissions,XGBClassifier,centroid,0.4753321308339421
Decoded,decoded,MLP,KMeans,3,20,LawSchoolAdmissions,XGBClassifier,closest,0.2173110958811258
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,LawSchoolAdmissions,XGBClassifier,closest,0.1789746496057358
Encoded,encoded,MLP,KMeans,4,20,LawSchoolAdmissions,XGBClassifier,closest,0.3257265832699448
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,LawSchoolAdmissions,XGBClassifier,closest,0.12216521437877974
Original,original,,KMeans,1,20,LawSchoolAdmissions,XGBClassifier,closest,0.16427861333493998
Decoded,decoded,GNN,KMeans,4,20,LawSchoolAdmissions,XGBClassifier,closest,0.25976622809329786
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,LawSchoolAdmissions,XGBClassifier,closest,0.14174323499951047
Encoded,encoded,GNN,KMeans,3,20,LawSchoolAdmissions,XGBClassifier,closest,0.25895585898372486
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,LawSchoolAdmissions,XGBClassifier,closest,0.20791352548219214
Original,original,,KMeans,1,20,LawSchoolAdmissions,XGBClassifier,closest,0.16427861333493998
Decoded,decoded,MLP,Agglo,3,20,MagicTelescope,GaussianNB,centroid,0.0575513459427191
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MagicTelescope,GaussianNB,centroid,0.0929694994218908
Encoded,encoded,MLP,Agglo,2,20,MagicTelescope,GaussianNB,centroid,0.0480192314005074
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,MagicTelescope,GaussianNB,centroid,-0.0795422907226547
Original,original,,Agglo,0,20,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,Agglo,4,20,MagicTelescope,GaussianNB,centroid,0.2356035009951259
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MagicTelescope,GaussianNB,centroid,0.0850635069038759
Encoded,encoded,GNN,Agglo,3,20,MagicTelescope,GaussianNB,centroid,0.2037698067741508
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,MagicTelescope,GaussianNB,centroid,-0.0805653798317101
Original,original,,Agglo,0,20,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,Agglo,3,20,MagicTelescope,GaussianNB,closest,0.0718460223535548
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MagicTelescope,GaussianNB,closest,0.0619549451738521
Encoded,encoded,MLP,Agglo,4,20,MagicTelescope,GaussianNB,closest,0.0986934489470631
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,GaussianNB,closest,-0.0848537827549607
Original,original,,Agglo,1,20,MagicTelescope,GaussianNB,closest,0.0254039773424971
Decoded,decoded,GNN,Agglo,3,20,MagicTelescope,GaussianNB,closest,0.0554170227924557
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MagicTelescope,GaussianNB,closest,0.0138879939307654
Encoded,encoded,GNN,Agglo,4,20,MagicTelescope,GaussianNB,closest,0.2226638249551068
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,GaussianNB,closest,-0.0735128734153669
Original,original,,Agglo,2,20,MagicTelescope,GaussianNB,closest,0.0254039773424971
Decoded,decoded,MLP,KIP,4,20,MagicTelescope,GaussianNB,centroid,0.2638625838744621
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,MagicTelescope,GaussianNB,centroid,0.13344802306114578
Encoded,encoded,MLP,KIP,3,20,MagicTelescope,GaussianNB,centroid,0.2022283646744291
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MagicTelescope,GaussianNB,centroid,-0.06767159994601876
Original,original,,KIP,1,20,MagicTelescope,GaussianNB,centroid,0.00865096916872644
Decoded,decoded,GNN,KIP,3,20,MagicTelescope,GaussianNB,centroid,0.2724182957268552
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,MagicTelescope,GaussianNB,centroid,0.07502385992128956
Encoded,encoded,GNN,KIP,4,20,MagicTelescope,GaussianNB,centroid,0.32762279804841044
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MagicTelescope,GaussianNB,centroid,-0.06607964168173232
Original,original,,KIP,1,20,MagicTelescope,GaussianNB,centroid,0.00865096916872644
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,GaussianNB,centroid,0.07079563871033631
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MagicTelescope,GaussianNB,centroid,0.10293534781990225
Encoded,encoded,MLP,KMeans,2,20,MagicTelescope,GaussianNB,centroid,0.027183653917464717
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,MagicTelescope,GaussianNB,centroid,-0.08352455717809773
Original,original,,KMeans,0,20,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,20,MagicTelescope,GaussianNB,centroid,0.1655406202242164
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MagicTelescope,GaussianNB,centroid,0.0852096451224241
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,GaussianNB,centroid,0.19115103907677602
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,MagicTelescope,GaussianNB,centroid,-0.08183223527037388
Original,original,,KMeans,0,20,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,2,20,MagicTelescope,GaussianNB,closest,0.025105682734170676
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MagicTelescope,GaussianNB,closest,0.04711146017855118
Encoded,encoded,MLP,KMeans,4,20,MagicTelescope,GaussianNB,closest,0.05842191392434608
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,GaussianNB,closest,-0.08248122512945144
Original,original,,KMeans,1,20,MagicTelescope,GaussianNB,closest,-0.023889525828896703
Decoded,decoded,GNN,KMeans,2,20,MagicTelescope,GaussianNB,closest,0.0312746729823017
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,MagicTelescope,GaussianNB,closest,0.09177996836508774
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,GaussianNB,closest,0.21789846676449737
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,GaussianNB,closest,-0.08106798831380561
Original,original,,KMeans,1,20,MagicTelescope,GaussianNB,closest,-0.023889525828896703
Decoded,decoded,MLP,Agglo,3,20,MagicTelescope,KNeighborsClassifier,centroid,0.2625833752700399
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MagicTelescope,KNeighborsClassifier,centroid,0.2630543638734503
Encoded,encoded,MLP,Agglo,1,20,MagicTelescope,KNeighborsClassifier,centroid,0.0958005833141026
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,KNeighborsClassifier,centroid,-0.0011899830121584
Original,original,,Agglo,2,20,MagicTelescope,KNeighborsClassifier,centroid,0.1328963574842425
Decoded,decoded,GNN,Agglo,4,20,MagicTelescope,KNeighborsClassifier,centroid,0.3677795417453269
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MagicTelescope,KNeighborsClassifier,centroid,0.3113979798092135
Encoded,encoded,GNN,Agglo,2,20,MagicTelescope,KNeighborsClassifier,centroid,0.2386750039619761
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,KNeighborsClassifier,centroid,-0.0032288020374289
Original,original,,Agglo,1,20,MagicTelescope,KNeighborsClassifier,centroid,0.1328963574842425
Decoded,decoded,MLP,Agglo,4,20,MagicTelescope,KNeighborsClassifier,closest,0.2819306084205199
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MagicTelescope,KNeighborsClassifier,closest,0.249805237593454
Encoded,encoded,MLP,Agglo,1,20,MagicTelescope,KNeighborsClassifier,closest,0.1817788021764456
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,KNeighborsClassifier,closest,0.0037676307938688
Original,original,,Agglo,2,20,MagicTelescope,KNeighborsClassifier,closest,0.239901965418204
Decoded,decoded,GNN,Agglo,2,20,MagicTelescope,KNeighborsClassifier,closest,0.3084611128565431
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,MagicTelescope,KNeighborsClassifier,closest,0.3276406918583476
Encoded,encoded,GNN,Agglo,3,20,MagicTelescope,KNeighborsClassifier,closest,0.315134192827294
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,KNeighborsClassifier,closest,-0.0028445598592038
Original,original,,Agglo,1,20,MagicTelescope,KNeighborsClassifier,closest,0.239901965418204
Decoded,decoded,MLP,KIP,3,20,MagicTelescope,KNeighborsClassifier,centroid,0.37795478620620626
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,MagicTelescope,KNeighborsClassifier,centroid,0.3581748218500899
Encoded,encoded,MLP,KIP,1,20,MagicTelescope,KNeighborsClassifier,centroid,0.32874209342478783
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MagicTelescope,KNeighborsClassifier,centroid,0.07553589550392165
Original,original,,KIP,4,20,MagicTelescope,KNeighborsClassifier,centroid,0.37872338177602183
Decoded,decoded,GNN,KIP,3,20,MagicTelescope,KNeighborsClassifier,centroid,0.38942816867731167
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,MagicTelescope,KNeighborsClassifier,centroid,0.36551245728711673
Encoded,encoded,GNN,KIP,4,20,MagicTelescope,KNeighborsClassifier,centroid,0.42841568219668635
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MagicTelescope,KNeighborsClassifier,centroid,0.0685466915413894
Original,original,,KIP,2,20,MagicTelescope,KNeighborsClassifier,centroid,0.37872338177602183
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,KNeighborsClassifier,centroid,0.233728845132608
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MagicTelescope,KNeighborsClassifier,centroid,0.2561362252515507
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,KNeighborsClassifier,centroid,0.1012652744606846
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,KNeighborsClassifier,centroid,0.00126655341438928
Original,original,,KMeans,2,20,MagicTelescope,KNeighborsClassifier,centroid,0.1418897931153366
Decoded,decoded,GNN,KMeans,4,20,MagicTelescope,KNeighborsClassifier,centroid,0.3220685686005743
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MagicTelescope,KNeighborsClassifier,centroid,0.22429789612115583
Encoded,encoded,GNN,KMeans,3,20,MagicTelescope,KNeighborsClassifier,centroid,0.23019337223947572
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,KNeighborsClassifier,centroid,-0.0028209826256919202
Original,original,,KMeans,1,20,MagicTelescope,KNeighborsClassifier,centroid,0.1418897931153366
Decoded,decoded,MLP,KMeans,4,20,MagicTelescope,KNeighborsClassifier,closest,0.23956165251939976
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MagicTelescope,KNeighborsClassifier,closest,0.2383444778393467
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,KNeighborsClassifier,closest,0.17940156087958647
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,KNeighborsClassifier,closest,0.00672362644542616
Original,original,,KMeans,2,20,MagicTelescope,KNeighborsClassifier,closest,0.23342995921249815
Decoded,decoded,GNN,KMeans,2,20,MagicTelescope,KNeighborsClassifier,closest,0.2646388206934709
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,MagicTelescope,KNeighborsClassifier,closest,0.27438316896924675
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,KNeighborsClassifier,closest,0.2960271805465581
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,KNeighborsClassifier,closest,-0.0013411219760390233
Original,original,,KMeans,1,20,MagicTelescope,KNeighborsClassifier,closest,0.23342995921249815
Decoded,decoded,MLP,Agglo,3,20,MagicTelescope,LogisticRegression,centroid,0.142106279439655
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MagicTelescope,LogisticRegression,centroid,0.1459871074182311
Encoded,encoded,MLP,Agglo,2,20,MagicTelescope,LogisticRegression,centroid,0.0441553186977641
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,LogisticRegression,centroid,0.0223040635491674
Original,original,,Agglo,1,20,MagicTelescope,LogisticRegression,centroid,0.0391332618914337
Decoded,decoded,GNN,Agglo,4,20,MagicTelescope,LogisticRegression,centroid,0.3233626115128702
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MagicTelescope,LogisticRegression,centroid,0.1532187717247152
Encoded,encoded,GNN,Agglo,3,20,MagicTelescope,LogisticRegression,centroid,0.2533668823193756
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,LogisticRegression,centroid,0.0201069136963978
Original,original,,Agglo,1,20,MagicTelescope,LogisticRegression,centroid,0.0391332618914337
Decoded,decoded,MLP,Agglo,3,20,MagicTelescope,LogisticRegression,closest,0.1280651567456399
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,MagicTelescope,LogisticRegression,closest,0.1004804047977108
Encoded,encoded,MLP,Agglo,2,20,MagicTelescope,LogisticRegression,closest,0.1117916778040742
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,LogisticRegression,closest,0.0188392126658526
Original,original,,Agglo,4,20,MagicTelescope,LogisticRegression,closest,0.2156451260402474
Decoded,decoded,GNN,Agglo,2,20,MagicTelescope,LogisticRegression,closest,0.2009957451717814
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MagicTelescope,LogisticRegression,closest,0.1186612578811545
Encoded,encoded,GNN,Agglo,4,20,MagicTelescope,LogisticRegression,closest,0.3289347005330519
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,LogisticRegression,closest,0.0215254605876596
Original,original,,Agglo,3,20,MagicTelescope,LogisticRegression,closest,0.2156451260402474
Decoded,decoded,MLP,KIP,4,20,MagicTelescope,LogisticRegression,centroid,0.3027486715679384
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,MagicTelescope,LogisticRegression,centroid,0.2340204809139363
Encoded,encoded,MLP,KIP,2,20,MagicTelescope,LogisticRegression,centroid,0.21958412581573886
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MagicTelescope,LogisticRegression,centroid,0.03993380114507442
Original,original,,KIP,1,20,MagicTelescope,LogisticRegression,centroid,0.06885959175206242
Decoded,decoded,GNN,KIP,3,20,MagicTelescope,LogisticRegression,centroid,0.31705330058596976
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,MagicTelescope,LogisticRegression,centroid,0.2705186795652064
Encoded,encoded,GNN,KIP,4,20,MagicTelescope,LogisticRegression,centroid,0.39075371745676585
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MagicTelescope,LogisticRegression,centroid,0.025385056401998462
Original,original,,KIP,1,20,MagicTelescope,LogisticRegression,centroid,0.06885959175206242
Decoded,decoded,MLP,KMeans,4,20,MagicTelescope,LogisticRegression,centroid,0.15422226230334857
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MagicTelescope,LogisticRegression,centroid,0.12829632735014188
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,LogisticRegression,centroid,0.0413485024147524
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,LogisticRegression,centroid,0.02176681396480598
Original,original,,KMeans,2,20,MagicTelescope,LogisticRegression,centroid,0.0427683492344369
Decoded,decoded,GNN,KMeans,3,20,MagicTelescope,LogisticRegression,centroid,0.2353172678429393
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MagicTelescope,LogisticRegression,centroid,0.1265915795511509
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,LogisticRegression,centroid,0.26429478476841367
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,LogisticRegression,centroid,0.02012863333379366
Original,original,,KMeans,1,20,MagicTelescope,LogisticRegression,centroid,0.0427683492344369
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,LogisticRegression,closest,0.12180307655143068
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MagicTelescope,LogisticRegression,closest,0.09704675219654048
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,LogisticRegression,closest,0.06788042066767024
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,LogisticRegression,closest,0.02358974692289336
Original,original,,KMeans,4,20,MagicTelescope,LogisticRegression,closest,0.17204671834423774
Decoded,decoded,GNN,KMeans,2,20,MagicTelescope,LogisticRegression,closest,0.13328615676432648
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,MagicTelescope,LogisticRegression,closest,0.1260088866356796
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,LogisticRegression,closest,0.2821441561040712
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,LogisticRegression,closest,0.02159668583248632
Original,original,,KMeans,3,20,MagicTelescope,LogisticRegression,closest,0.17204671834423774
Decoded,decoded,MLP,Agglo,4,20,MagicTelescope,MLPClassifier,centroid,0.1763086462600199
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MagicTelescope,MLPClassifier,centroid,0.1567644358467682
Encoded,encoded,MLP,Agglo,1,20,MagicTelescope,MLPClassifier,centroid,0.069524590367448
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,MLPClassifier,centroid,0.0246265309438078
Original,original,,Agglo,2,20,MagicTelescope,MLPClassifier,centroid,0.0743068078590293
Decoded,decoded,GNN,Agglo,4,20,MagicTelescope,MLPClassifier,centroid,0.3278817313354531
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MagicTelescope,MLPClassifier,centroid,0.1506770939878458
Encoded,encoded,GNN,Agglo,3,20,MagicTelescope,MLPClassifier,centroid,0.2512529032000375
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,MLPClassifier,centroid,0.0251379475435001
Original,original,,Agglo,1,20,MagicTelescope,MLPClassifier,centroid,0.0743068078590293
Decoded,decoded,MLP,Agglo,4,20,MagicTelescope,MLPClassifier,closest,0.1577149420547451
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MagicTelescope,MLPClassifier,closest,0.150154342561142
Encoded,encoded,MLP,Agglo,1,20,MagicTelescope,MLPClassifier,closest,0.1106090202553359
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,MLPClassifier,closest,0.0279168692991891
Original,original,,Agglo,2,20,MagicTelescope,MLPClassifier,closest,0.1403362233543856
Decoded,decoded,GNN,Agglo,3,20,MagicTelescope,MLPClassifier,closest,0.2052478090049262
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MagicTelescope,MLPClassifier,closest,0.1589242601461545
Encoded,encoded,GNN,Agglo,4,20,MagicTelescope,MLPClassifier,closest,0.3076879273837007
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,MLPClassifier,closest,0.0288614382168266
Original,original,,Agglo,1,20,MagicTelescope,MLPClassifier,closest,0.1403362233543856
Decoded,decoded,MLP,KIP,4,20,MagicTelescope,MLPClassifier,centroid,0.3096758401400769
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,MagicTelescope,MLPClassifier,centroid,0.2660925666744211
Encoded,encoded,MLP,KIP,2,20,MagicTelescope,MLPClassifier,centroid,0.17761458025786186
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MagicTelescope,MLPClassifier,centroid,0.03409235293196884
Original,original,,KIP,1,20,MagicTelescope,MLPClassifier,centroid,0.13870789449111215
Decoded,decoded,GNN,KIP,3,20,MagicTelescope,MLPClassifier,centroid,0.32141769539217696
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,MagicTelescope,MLPClassifier,centroid,0.27306208192705006
Encoded,encoded,GNN,KIP,4,20,MagicTelescope,MLPClassifier,centroid,0.3629961078363057
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MagicTelescope,MLPClassifier,centroid,0.029139357380078824
Original,original,,KIP,1,20,MagicTelescope,MLPClassifier,centroid,0.13870789449111215
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,MLPClassifier,centroid,0.1615000725968682
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MagicTelescope,MLPClassifier,centroid,0.1621101021915618
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,MLPClassifier,centroid,0.04783350974282354
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,MLPClassifier,centroid,0.026421481764152398
Original,original,,KMeans,2,20,MagicTelescope,MLPClassifier,centroid,0.06435391216156763
Decoded,decoded,GNN,KMeans,4,20,MagicTelescope,MLPClassifier,centroid,0.25744889747217153
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MagicTelescope,MLPClassifier,centroid,0.15067099477140627
Encoded,encoded,GNN,KMeans,3,20,MagicTelescope,MLPClassifier,centroid,0.24780609025652867
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,MLPClassifier,centroid,0.025152358966414885
Original,original,,KMeans,1,20,MagicTelescope,MLPClassifier,centroid,0.06435391216156763
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,MLPClassifier,closest,0.1383679576314961
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MagicTelescope,MLPClassifier,closest,0.12410664021154025
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,MLPClassifier,closest,0.06590111604865764
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,MLPClassifier,closest,0.02756797252869732
Original,original,,KMeans,4,20,MagicTelescope,MLPClassifier,closest,0.15044213921650437
Decoded,decoded,GNN,KMeans,2,20,MagicTelescope,MLPClassifier,closest,0.15878003796627288
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,MagicTelescope,MLPClassifier,closest,0.17057246813699162
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,MLPClassifier,closest,0.26309455890520683
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,MLPClassifier,closest,0.02708332771089922
Original,original,,KMeans,1,20,MagicTelescope,MLPClassifier,closest,0.15044213921650437
Decoded,decoded,MLP,Agglo,3,20,MagicTelescope,XGBClassifier,centroid,0.3483783783783784
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MagicTelescope,XGBClassifier,centroid,0.2810649133680041
Encoded,encoded,MLP,Agglo,1,20,MagicTelescope,XGBClassifier,centroid,0.2340311497938616
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,XGBClassifier,centroid,0.1570817277896041
Original,original,,Agglo,4,20,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,20,MagicTelescope,XGBClassifier,centroid,0.3294066449300746
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MagicTelescope,XGBClassifier,centroid,0.2977785562232222
Encoded,encoded,GNN,Agglo,2,20,MagicTelescope,XGBClassifier,centroid,0.3060081916412923
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,XGBClassifier,centroid,0.0926851876802026
Original,original,,Agglo,4,20,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,4,20,MagicTelescope,XGBClassifier,closest,0.3243310608714397
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,MagicTelescope,XGBClassifier,closest,0.2175099027242596
Encoded,encoded,MLP,Agglo,2,20,MagicTelescope,XGBClassifier,closest,0.2829867155290884
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MagicTelescope,XGBClassifier,closest,0.0847153135189027
Original,original,,Agglo,3,20,MagicTelescope,XGBClassifier,closest,0.3075441243836059
Decoded,decoded,GNN,Agglo,2,20,MagicTelescope,XGBClassifier,closest,0.3065053488184096
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MagicTelescope,XGBClassifier,closest,0.2978879577483765
Encoded,encoded,GNN,Agglo,4,20,MagicTelescope,XGBClassifier,closest,0.361461830724044
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MagicTelescope,XGBClassifier,closest,0.0834480342755517
Original,original,,Agglo,3,20,MagicTelescope,XGBClassifier,closest,0.3075441243836059
Decoded,decoded,MLP,KIP,2,20,MagicTelescope,XGBClassifier,centroid,0.347387405351513
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,MagicTelescope,XGBClassifier,centroid,0.36209943143542345
Encoded,encoded,MLP,KIP,1,20,MagicTelescope,XGBClassifier,centroid,0.3180857966640619
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MagicTelescope,XGBClassifier,centroid,0.13372229258171425
Original,original,,KIP,3,20,MagicTelescope,XGBClassifier,centroid,0.359176632265366
Decoded,decoded,GNN,KIP,2,20,MagicTelescope,XGBClassifier,centroid,0.3612635067769664
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,MagicTelescope,XGBClassifier,centroid,0.3876498612271294
Encoded,encoded,GNN,KIP,4,20,MagicTelescope,XGBClassifier,centroid,0.40073255907951816
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MagicTelescope,XGBClassifier,centroid,0.06201719166823851
Original,original,,KIP,1,20,MagicTelescope,XGBClassifier,centroid,0.359176632265366
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,XGBClassifier,centroid,0.2676413462315755
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MagicTelescope,XGBClassifier,centroid,0.2508614696451187
Encoded,encoded,MLP,KMeans,1,20,MagicTelescope,XGBClassifier,centroid,0.21135118967422054
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,XGBClassifier,centroid,0.14872857104362586
Original,original,,KMeans,4,20,MagicTelescope,XGBClassifier,centroid,0.4213513513513513
Decoded,decoded,GNN,KMeans,3,20,MagicTelescope,XGBClassifier,centroid,0.3143845760017245
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,MagicTelescope,XGBClassifier,centroid,0.2745409716795559
Encoded,encoded,GNN,KMeans,2,20,MagicTelescope,XGBClassifier,centroid,0.2972535366872356
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,XGBClassifier,centroid,0.12153205249117509
Original,original,,KMeans,4,20,MagicTelescope,XGBClassifier,centroid,0.4213513513513513
Decoded,decoded,MLP,KMeans,3,20,MagicTelescope,XGBClassifier,closest,0.24639427662957072
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,MagicTelescope,XGBClassifier,closest,0.2077769933442914
Encoded,encoded,MLP,KMeans,2,20,MagicTelescope,XGBClassifier,closest,0.21552439977365195
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MagicTelescope,XGBClassifier,closest,0.1451264045700735
Original,original,,KMeans,4,20,MagicTelescope,XGBClassifier,closest,0.28711665004985043
Decoded,decoded,GNN,KMeans,1,20,MagicTelescope,XGBClassifier,closest,0.23464277437956396
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MagicTelescope,XGBClassifier,closest,0.2827961520842877
Encoded,encoded,GNN,KMeans,4,20,MagicTelescope,XGBClassifier,closest,0.32301942820188084
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MagicTelescope,XGBClassifier,closest,0.1328439546226186
Original,original,,KMeans,3,20,MagicTelescope,XGBClassifier,closest,0.28711665004985043
Decoded,decoded,MLP,Agglo,3,20,MedicalAppointments,GaussianNB,centroid,0.0159978071896108
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MedicalAppointments,GaussianNB,centroid,-0.026597137999614
Encoded,encoded,MLP,Agglo,1,20,MedicalAppointments,GaussianNB,centroid,-0.0410244887394287
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MedicalAppointments,GaussianNB,centroid,-0.0918530782550153
Original,original,,Agglo,4,20,MedicalAppointments,GaussianNB,centroid,0.0215677801036774
Decoded,decoded,GNN,Agglo,3,20,MedicalAppointments,GaussianNB,centroid,-0.0244392477191131
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MedicalAppointments,GaussianNB,centroid,-0.0688330527366068
Encoded,encoded,GNN,Agglo,0,20,MedicalAppointments,GaussianNB,centroid,-0.1265636664286351
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,MedicalAppointments,GaussianNB,centroid,-0.1027332357179771
Original,original,,Agglo,4,20,MedicalAppointments,GaussianNB,centroid,0.0215677801036774
Decoded,decoded,MLP,Agglo,4,20,MedicalAppointments,GaussianNB,closest,-0.0004295604498123
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MedicalAppointments,GaussianNB,closest,-0.0096376913686629
Encoded,encoded,MLP,Agglo,0,20,MedicalAppointments,GaussianNB,closest,-0.0778054513652553
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,MedicalAppointments,GaussianNB,closest,-0.0470397145966572
Original,original,,Agglo,2,20,MedicalAppointments,GaussianNB,closest,-0.0216386549912216
Decoded,decoded,GNN,Agglo,2,20,MedicalAppointments,GaussianNB,closest,-0.0330862426669927
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MedicalAppointments,GaussianNB,closest,-0.0300055130660699
Encoded,encoded,GNN,Agglo,1,20,MedicalAppointments,GaussianNB,closest,-0.0892863209225253
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MedicalAppointments,GaussianNB,closest,-0.0967998350046412
Original,original,,Agglo,4,20,MedicalAppointments,GaussianNB,closest,-0.0216386549912216
Decoded,decoded,MLP,KIP,1,20,MedicalAppointments,GaussianNB,centroid,0.017275193392736077
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,MedicalAppointments,GaussianNB,centroid,0.03705425343307782
Encoded,encoded,MLP,KIP,2,20,MedicalAppointments,GaussianNB,centroid,0.021903254571387178
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MedicalAppointments,GaussianNB,centroid,-0.0055304830132207605
Original,original,,KIP,3,20,MedicalAppointments,GaussianNB,centroid,0.03358724707278958
Decoded,decoded,GNN,KIP,2,20,MedicalAppointments,GaussianNB,centroid,0.028445437804182228
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,MedicalAppointments,GaussianNB,centroid,0.039722529126388545
Encoded,encoded,GNN,KIP,1,20,MedicalAppointments,GaussianNB,centroid,-0.02010834373320272
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MedicalAppointments,GaussianNB,centroid,-0.03914808040281758
Original,original,,KIP,3,20,MedicalAppointments,GaussianNB,centroid,0.03358724707278958
Decoded,decoded,MLP,KMeans,2,20,MedicalAppointments,GaussianNB,centroid,-0.03596666017698708
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MedicalAppointments,GaussianNB,centroid,-0.021338238588323802
Encoded,encoded,MLP,KMeans,1,20,MedicalAppointments,GaussianNB,centroid,-0.07862265088979012
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,GaussianNB,centroid,-0.10118540404980128
Original,original,,KMeans,4,20,MedicalAppointments,GaussianNB,centroid,0.02467804952999262
Decoded,decoded,GNN,KMeans,3,20,MedicalAppointments,GaussianNB,centroid,0.02423362432274394
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MedicalAppointments,GaussianNB,centroid,0.020830250160761864
Encoded,encoded,GNN,KMeans,1,20,MedicalAppointments,GaussianNB,centroid,-0.0952958043618577
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MedicalAppointments,GaussianNB,centroid,-0.11827475348558718
Original,original,,KMeans,4,20,MedicalAppointments,GaussianNB,centroid,0.02467804952999262
Decoded,decoded,MLP,KMeans,3,20,MedicalAppointments,GaussianNB,closest,-0.0012627973576599398
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MedicalAppointments,GaussianNB,closest,-0.00543989766424992
Encoded,encoded,MLP,KMeans,1,20,MedicalAppointments,GaussianNB,closest,-0.0278928206153146
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,GaussianNB,closest,-0.03510110707953894
Original,original,,KMeans,4,20,MedicalAppointments,GaussianNB,closest,0.0037452808275152405
Decoded,decoded,GNN,KMeans,2,20,MedicalAppointments,GaussianNB,closest,-0.02747553824821062
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,MedicalAppointments,GaussianNB,closest,0.008756980357309537
Encoded,encoded,GNN,KMeans,1,20,MedicalAppointments,GaussianNB,closest,-0.07379831283278634
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MedicalAppointments,GaussianNB,closest,-0.09856379196858177
Original,original,,KMeans,3,20,MedicalAppointments,GaussianNB,closest,0.0037452808275152405
Decoded,decoded,MLP,Agglo,2,20,MedicalAppointments,KNeighborsClassifier,centroid,0.0089172078398629
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MedicalAppointments,KNeighborsClassifier,centroid,0.0344552280429373
Encoded,encoded,MLP,Agglo,4,20,MedicalAppointments,KNeighborsClassifier,centroid,0.0459036912850186
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0861487930016601
Original,original,,Agglo,1,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.052834024273697
Decoded,decoded,GNN,Agglo,2,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0313660559645385
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0436399782117309
Encoded,encoded,GNN,Agglo,3,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0045925789417033
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,MedicalAppointments,KNeighborsClassifier,centroid,0.0092246246579274
Original,original,,Agglo,0,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.052834024273697
Decoded,decoded,MLP,Agglo,3,20,MedicalAppointments,KNeighborsClassifier,closest,0.0287452664333453
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MedicalAppointments,KNeighborsClassifier,closest,0.0090996193576376
Encoded,encoded,MLP,Agglo,4,20,MedicalAppointments,KNeighborsClassifier,closest,0.0442230916509833
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,MedicalAppointments,KNeighborsClassifier,closest,-0.0148758753632736
Original,original,,Agglo,0,20,MedicalAppointments,KNeighborsClassifier,closest,-0.0161057872643
Decoded,decoded,GNN,Agglo,0,20,MedicalAppointments,KNeighborsClassifier,closest,-0.0410173131933185
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MedicalAppointments,KNeighborsClassifier,closest,-0.0224923920453246
Encoded,encoded,GNN,Agglo,3,20,MedicalAppointments,KNeighborsClassifier,closest,0.0229826280957771
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,MedicalAppointments,KNeighborsClassifier,closest,0.0354378202598286
Original,original,,Agglo,2,20,MedicalAppointments,KNeighborsClassifier,closest,-0.0161057872643
Decoded,decoded,MLP,KIP,3,20,MedicalAppointments,KNeighborsClassifier,centroid,0.07237033859883167
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,MedicalAppointments,KNeighborsClassifier,centroid,0.06868989878892451
Encoded,encoded,MLP,KIP,1,20,MedicalAppointments,KNeighborsClassifier,centroid,0.06864690936014903
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MedicalAppointments,KNeighborsClassifier,centroid,0.05576213277144826
Original,original,,KIP,4,20,MedicalAppointments,KNeighborsClassifier,centroid,0.08364165799593593
Decoded,decoded,GNN,KIP,2,20,MedicalAppointments,KNeighborsClassifier,centroid,0.04294126952545284
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,MedicalAppointments,KNeighborsClassifier,centroid,0.02703459376946838
Encoded,encoded,GNN,KIP,3,20,MedicalAppointments,KNeighborsClassifier,centroid,0.0542886032349709
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,MedicalAppointments,KNeighborsClassifier,centroid,0.0299083620636231
Original,original,,KIP,4,20,MedicalAppointments,KNeighborsClassifier,centroid,0.08364165799593593
Decoded,decoded,MLP,KMeans,3,20,MedicalAppointments,KNeighborsClassifier,centroid,0.010293326201045758
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0036172114277512
Encoded,encoded,MLP,KMeans,4,20,MedicalAppointments,KNeighborsClassifier,centroid,0.01992362689872704
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.07360892666681881
Original,original,,KMeans,1,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0519198791860058
Decoded,decoded,GNN,KMeans,3,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.01766373003421532
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0711021667585382
Encoded,encoded,GNN,KMeans,4,20,MedicalAppointments,KNeighborsClassifier,centroid,0.01793039169958282
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0199354180053296
Original,original,,KMeans,1,20,MedicalAppointments,KNeighborsClassifier,centroid,-0.0519198791860058
Decoded,decoded,MLP,KMeans,3,20,MedicalAppointments,KNeighborsClassifier,closest,-0.012760505174713799
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,KNeighborsClassifier,closest,-0.03257905586342522
Encoded,encoded,MLP,KMeans,4,20,MedicalAppointments,KNeighborsClassifier,closest,0.03048276671874542
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,MedicalAppointments,KNeighborsClassifier,closest,-0.03173456474018784
Original,original,,KMeans,2,20,MedicalAppointments,KNeighborsClassifier,closest,-0.017258005068708022
Decoded,decoded,GNN,KMeans,2,20,MedicalAppointments,KNeighborsClassifier,closest,-0.016001363397665162
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,MedicalAppointments,KNeighborsClassifier,closest,-0.01636726279979248
Encoded,encoded,GNN,KMeans,4,20,MedicalAppointments,KNeighborsClassifier,closest,0.028668240988691633
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,MedicalAppointments,KNeighborsClassifier,closest,-0.01008883285984066
Original,original,,KMeans,0,20,MedicalAppointments,KNeighborsClassifier,closest,-0.017258005068708022
Decoded,decoded,MLP,Agglo,2,20,MedicalAppointments,LogisticRegression,centroid,0.1146392065136902
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MedicalAppointments,LogisticRegression,centroid,0.1847962943265482
Encoded,encoded,MLP,Agglo,3,20,MedicalAppointments,LogisticRegression,centroid,0.1151739132660213
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,MedicalAppointments,LogisticRegression,centroid,0.1023015458606399
Original,original,,Agglo,0,20,MedicalAppointments,LogisticRegression,centroid,0.0298599995246116
Decoded,decoded,GNN,Agglo,4,20,MedicalAppointments,LogisticRegression,centroid,0.1204737925327984
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MedicalAppointments,LogisticRegression,centroid,0.0692931150089995
Encoded,encoded,GNN,Agglo,1,20,MedicalAppointments,LogisticRegression,centroid,0.0651420909922806
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,MedicalAppointments,LogisticRegression,centroid,0.0778157488597514
Original,original,,Agglo,0,20,MedicalAppointments,LogisticRegression,centroid,0.0298599995246116
Decoded,decoded,MLP,Agglo,3,20,MedicalAppointments,LogisticRegression,closest,0.1567740425043488
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MedicalAppointments,LogisticRegression,closest,0.1549202381737849
Encoded,encoded,MLP,Agglo,1,20,MedicalAppointments,LogisticRegression,closest,0.1526742734884104
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,MedicalAppointments,LogisticRegression,closest,0.1594399335914688
Original,original,,Agglo,0,20,MedicalAppointments,LogisticRegression,closest,0.1299000148856862
Decoded,decoded,GNN,Agglo,2,20,MedicalAppointments,LogisticRegression,closest,0.1433748213700118
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MedicalAppointments,LogisticRegression,closest,0.1492079349472371
Encoded,encoded,GNN,Agglo,0,20,MedicalAppointments,LogisticRegression,closest,0.1096133416696916
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,MedicalAppointments,LogisticRegression,closest,0.1815539773004151
Original,original,,Agglo,1,20,MedicalAppointments,LogisticRegression,closest,0.1299000148856862
Decoded,decoded,MLP,KIP,2,20,MedicalAppointments,LogisticRegression,centroid,0.18168796951175853
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,MedicalAppointments,LogisticRegression,centroid,0.19664966183268665
Encoded,encoded,MLP,KIP,3,20,MedicalAppointments,LogisticRegression,centroid,0.1913181320770552
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,MedicalAppointments,LogisticRegression,centroid,0.17622773431230607
Original,original,,KIP,0,20,MedicalAppointments,LogisticRegression,centroid,0.16886544075829907
Decoded,decoded,GNN,KIP,4,20,MedicalAppointments,LogisticRegression,centroid,0.19181283047993952
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,MedicalAppointments,LogisticRegression,centroid,0.15609657900565713
Encoded,encoded,GNN,KIP,2,20,MedicalAppointments,LogisticRegression,centroid,0.16627089999784733
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MedicalAppointments,LogisticRegression,centroid,0.15000709226173584
Original,original,,KIP,3,20,MedicalAppointments,LogisticRegression,centroid,0.16886544075829907
Decoded,decoded,MLP,KMeans,4,20,MedicalAppointments,LogisticRegression,centroid,0.1531588190539307
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MedicalAppointments,LogisticRegression,centroid,0.14067105346836128
Encoded,encoded,MLP,KMeans,2,20,MedicalAppointments,LogisticRegression,centroid,0.10503494490227638
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,MedicalAppointments,LogisticRegression,centroid,0.08061798806522735
Original,original,,KMeans,0,20,MedicalAppointments,LogisticRegression,centroid,0.06090542695100112
Decoded,decoded,GNN,KMeans,4,20,MedicalAppointments,LogisticRegression,centroid,0.1305616601515787
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,MedicalAppointments,LogisticRegression,centroid,0.12083239523593522
Encoded,encoded,GNN,KMeans,2,20,MedicalAppointments,LogisticRegression,centroid,0.08369851878657035
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,MedicalAppointments,LogisticRegression,centroid,0.07622994297513043
Original,original,,KMeans,0,20,MedicalAppointments,LogisticRegression,centroid,0.06090542695100112
Decoded,decoded,MLP,KMeans,0,20,MedicalAppointments,LogisticRegression,closest,0.12901499317453063
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MedicalAppointments,LogisticRegression,closest,0.1399958477138901
Encoded,encoded,MLP,KMeans,3,20,MedicalAppointments,LogisticRegression,closest,0.15336838259200664
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,MedicalAppointments,LogisticRegression,closest,0.13777332991259364
Original,original,,KMeans,4,20,MedicalAppointments,LogisticRegression,closest,0.15355778068791492
Decoded,decoded,GNN,KMeans,2,20,MedicalAppointments,LogisticRegression,closest,0.14929349083226123
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,MedicalAppointments,LogisticRegression,closest,0.10291872338166881
Encoded,encoded,GNN,KMeans,4,20,MedicalAppointments,LogisticRegression,closest,0.15679701259772189
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,MedicalAppointments,LogisticRegression,closest,0.1418676158354252
Original,original,,KMeans,3,20,MedicalAppointments,LogisticRegression,closest,0.15355778068791492
Decoded,decoded,MLP,Agglo,3,20,MedicalAppointments,MLPClassifier,centroid,0.0167602124232265
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MedicalAppointments,MLPClassifier,centroid,0.0611847332253454
Encoded,encoded,MLP,Agglo,2,20,MedicalAppointments,MLPClassifier,centroid,0.0038528761960787
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MedicalAppointments,MLPClassifier,centroid,-0.0302768432659545
Original,original,,Agglo,1,20,MedicalAppointments,MLPClassifier,centroid,-0.0125488210019146
Decoded,decoded,GNN,Agglo,2,20,MedicalAppointments,MLPClassifier,centroid,-0.0153081036026247
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MedicalAppointments,MLPClassifier,centroid,-0.021379534116203
Encoded,encoded,GNN,Agglo,0,20,MedicalAppointments,MLPClassifier,centroid,-0.037705177853579
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,MedicalAppointments,MLPClassifier,centroid,0.0154130810218401
Original,original,,Agglo,3,20,MedicalAppointments,MLPClassifier,centroid,-0.0125488210019146
Decoded,decoded,MLP,Agglo,4,20,MedicalAppointments,MLPClassifier,closest,0.0599738675580607
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MedicalAppointments,MLPClassifier,closest,0.058951204651351
Encoded,encoded,MLP,Agglo,2,20,MedicalAppointments,MLPClassifier,closest,0.0475923641695046
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,MedicalAppointments,MLPClassifier,closest,0.0473932853700017
Original,original,,Agglo,0,20,MedicalAppointments,MLPClassifier,closest,0.0302703018802229
Decoded,decoded,GNN,Agglo,1,20,MedicalAppointments,MLPClassifier,closest,0.0304488107800145
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MedicalAppointments,MLPClassifier,closest,0.0406049032178338
Encoded,encoded,GNN,Agglo,2,20,MedicalAppointments,MLPClassifier,closest,0.0330397512129739
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,MedicalAppointments,MLPClassifier,closest,0.0824031758664164
Original,original,,Agglo,0,20,MedicalAppointments,MLPClassifier,closest,0.0302703018802229
Decoded,decoded,MLP,KIP,2,20,MedicalAppointments,MLPClassifier,centroid,0.08902039438566275
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,MedicalAppointments,MLPClassifier,centroid,0.09992036059901133
Encoded,encoded,MLP,KIP,4,20,MedicalAppointments,MLPClassifier,centroid,0.1025599121972649
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MedicalAppointments,MLPClassifier,centroid,0.0590358958936098
Original,original,,KIP,1,20,MedicalAppointments,MLPClassifier,centroid,0.06289476179228617
Decoded,decoded,GNN,KIP,4,20,MedicalAppointments,MLPClassifier,centroid,0.09764022268138028
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,MedicalAppointments,MLPClassifier,centroid,0.0737699022646042
Encoded,encoded,GNN,KIP,2,20,MedicalAppointments,MLPClassifier,centroid,0.06422310444236541
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MedicalAppointments,MLPClassifier,centroid,0.05073672159775646
Original,original,,KIP,1,20,MedicalAppointments,MLPClassifier,centroid,0.06289476179228617
Decoded,decoded,MLP,KMeans,4,20,MedicalAppointments,MLPClassifier,centroid,0.043083678588460496
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MedicalAppointments,MLPClassifier,centroid,0.0411969380325073
Encoded,encoded,MLP,KMeans,2,20,MedicalAppointments,MLPClassifier,centroid,-0.0014595328993476599
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,MLPClassifier,centroid,-0.029520343827843798
Original,original,,KMeans,1,20,MedicalAppointments,MLPClassifier,centroid,-0.0060454383567785
Decoded,decoded,GNN,KMeans,4,20,MedicalAppointments,MLPClassifier,centroid,0.04817248262848341
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,MedicalAppointments,MLPClassifier,centroid,0.03563352887347972
Encoded,encoded,GNN,KMeans,0,20,MedicalAppointments,MLPClassifier,centroid,-0.012184205737457139
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,MedicalAppointments,MLPClassifier,centroid,-0.007607726180430363
Original,original,,KMeans,2,20,MedicalAppointments,MLPClassifier,centroid,-0.0060454383567785
Decoded,decoded,MLP,KMeans,2,20,MedicalAppointments,MLPClassifier,closest,0.03855415514732588
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,MedicalAppointments,MLPClassifier,closest,0.03204817171027226
Encoded,encoded,MLP,KMeans,4,20,MedicalAppointments,MLPClassifier,closest,0.05328354314236988
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,MLPClassifier,closest,0.02903782599646006
Original,original,,KMeans,3,20,MedicalAppointments,MLPClassifier,closest,0.04640044487727932
Decoded,decoded,GNN,KMeans,2,20,MedicalAppointments,MLPClassifier,closest,0.05222899295051412
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,MedicalAppointments,MLPClassifier,closest,0.01000067541777988
Encoded,encoded,GNN,KMeans,4,20,MedicalAppointments,MLPClassifier,closest,0.06615932309425208
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,MedicalAppointments,MLPClassifier,closest,0.058779851869926035
Original,original,,KMeans,1,20,MedicalAppointments,MLPClassifier,closest,0.04640044487727932
Decoded,decoded,MLP,Agglo,1,20,MedicalAppointments,XGBClassifier,centroid,0.2109762484416672
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MedicalAppointments,XGBClassifier,centroid,0.2410308256643545
Encoded,encoded,MLP,Agglo,2,20,MedicalAppointments,XGBClassifier,centroid,0.2351496571335401
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MedicalAppointments,XGBClassifier,centroid,0.176106831874545
Original,original,,Agglo,4,20,MedicalAppointments,XGBClassifier,centroid,0.263208424665532
Decoded,decoded,GNN,Agglo,0,20,MedicalAppointments,XGBClassifier,centroid,0.1249032816287361
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MedicalAppointments,XGBClassifier,centroid,0.1957559220635451
Encoded,encoded,GNN,Agglo,1,20,MedicalAppointments,XGBClassifier,centroid,0.1609482802416304
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,MedicalAppointments,XGBClassifier,centroid,0.1982682058619114
Original,original,,Agglo,4,20,MedicalAppointments,XGBClassifier,centroid,0.263208424665532
Decoded,decoded,MLP,Agglo,4,20,MedicalAppointments,XGBClassifier,closest,0.2390194559194303
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MedicalAppointments,XGBClassifier,closest,0.2181381291282354
Encoded,encoded,MLP,Agglo,1,20,MedicalAppointments,XGBClassifier,closest,0.2037051813916645
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,MedicalAppointments,XGBClassifier,closest,0.2176789745365697
Original,original,,Agglo,0,20,MedicalAppointments,XGBClassifier,closest,0.1827655376450909
Decoded,decoded,GNN,Agglo,0,20,MedicalAppointments,XGBClassifier,closest,0.1720983225197606
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MedicalAppointments,XGBClassifier,closest,0.2082342876035309
Encoded,encoded,GNN,Agglo,2,20,MedicalAppointments,XGBClassifier,closest,0.1871065267910885
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,MedicalAppointments,XGBClassifier,closest,0.2417655395069778
Original,original,,Agglo,1,20,MedicalAppointments,XGBClassifier,closest,0.1827655376450909
Decoded,decoded,MLP,KIP,0,20,MedicalAppointments,XGBClassifier,centroid,0.22510477768140297
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,MedicalAppointments,XGBClassifier,centroid,0.2612670086686791
Encoded,encoded,MLP,KIP,2,20,MedicalAppointments,XGBClassifier,centroid,0.2517558523757809
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,MedicalAppointments,XGBClassifier,centroid,0.2348671823029253
Original,original,,KIP,4,20,MedicalAppointments,XGBClassifier,centroid,0.26292302401275447
Decoded,decoded,GNN,KIP,3,20,MedicalAppointments,XGBClassifier,centroid,0.2367266619800316
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,MedicalAppointments,XGBClassifier,centroid,0.19643904834176368
Encoded,encoded,GNN,KIP,2,20,MedicalAppointments,XGBClassifier,centroid,0.2318623629418557
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,MedicalAppointments,XGBClassifier,centroid,0.21282152458209286
Original,original,,KIP,4,20,MedicalAppointments,XGBClassifier,centroid,0.26292302401275447
Decoded,decoded,MLP,KMeans,1,20,MedicalAppointments,XGBClassifier,centroid,0.196809896300883
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MedicalAppointments,XGBClassifier,centroid,0.20487509798179446
Encoded,encoded,MLP,KMeans,2,20,MedicalAppointments,XGBClassifier,centroid,0.19756630112508505
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,XGBClassifier,centroid,0.1634573057380426
Original,original,,KMeans,4,20,MedicalAppointments,XGBClassifier,centroid,0.2635116329359269
Decoded,decoded,GNN,KMeans,0,20,MedicalAppointments,XGBClassifier,centroid,0.17433670946612526
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,MedicalAppointments,XGBClassifier,centroid,0.17835341112296513
Encoded,encoded,GNN,KMeans,2,20,MedicalAppointments,XGBClassifier,centroid,0.18231743468168515
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,MedicalAppointments,XGBClassifier,centroid,0.19694810150049463
Original,original,,KMeans,4,20,MedicalAppointments,XGBClassifier,centroid,0.2635116329359269
Decoded,decoded,MLP,KMeans,1,20,MedicalAppointments,XGBClassifier,closest,0.18742439077068015
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,MedicalAppointments,XGBClassifier,closest,0.17265932232107062
Encoded,encoded,MLP,KMeans,3,20,MedicalAppointments,XGBClassifier,closest,0.19840787397260415
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,MedicalAppointments,XGBClassifier,closest,0.1943303950099305
Original,original,,KMeans,4,20,MedicalAppointments,XGBClassifier,closest,0.22770567399372332
Decoded,decoded,GNN,KMeans,0,20,MedicalAppointments,XGBClassifier,closest,0.15934511588516626
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,MedicalAppointments,XGBClassifier,closest,0.18473033362086183
Encoded,encoded,GNN,KMeans,2,20,MedicalAppointments,XGBClassifier,closest,0.19535593557552383
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,MedicalAppointments,XGBClassifier,closest,0.19799690235228118
Original,original,,KMeans,4,20,MedicalAppointments,XGBClassifier,closest,0.22770567399372332
Decoded,decoded,MLP,Agglo,4,20,MiniBooNE,GaussianNB,centroid,-0.0374613566102926
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MiniBooNE,GaussianNB,centroid,-0.1472995090016367
Encoded,encoded,MLP,Agglo,1,20,MiniBooNE,GaussianNB,centroid,-0.3791598472449535
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,GaussianNB,centroid,-0.4338970721949445
Original,original,,Agglo,3,20,MiniBooNE,GaussianNB,centroid,-0.0427350427350425
Decoded,decoded,GNN,Agglo,2,20,MiniBooNE,GaussianNB,centroid,-0.0834697217675939
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MiniBooNE,GaussianNB,centroid,-0.07746863066012
Encoded,encoded,GNN,Agglo,1,20,MiniBooNE,GaussianNB,centroid,-0.2745953809783595
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,GaussianNB,centroid,-0.4338970721949445
Original,original,,Agglo,4,20,MiniBooNE,GaussianNB,centroid,-0.0427350427350425
Decoded,decoded,MLP,Agglo,4,20,MiniBooNE,GaussianNB,closest,-0.0374613566102926
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MiniBooNE,GaussianNB,closest,-0.1131114748136023
Encoded,encoded,MLP,Agglo,1,20,MiniBooNE,GaussianNB,closest,-0.370794689943626
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,GaussianNB,closest,-0.4328059647208581
Original,original,,Agglo,3,20,MiniBooNE,GaussianNB,closest,-0.0500090925622838
Decoded,decoded,GNN,Agglo,2,20,MiniBooNE,GaussianNB,closest,-0.0898345153664301
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MiniBooNE,GaussianNB,closest,-0.078377886888525
Encoded,encoded,GNN,Agglo,1,20,MiniBooNE,GaussianNB,closest,-0.3227859610838332
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,GaussianNB,closest,-0.4397163120567375
Original,original,,Agglo,4,20,MiniBooNE,GaussianNB,closest,-0.0500090925622838
Decoded,decoded,MLP,KIP,3,20,MiniBooNE,GaussianNB,centroid,-0.21134751773049634
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,MiniBooNE,GaussianNB,centroid,-0.2187306783051463
Encoded,encoded,MLP,KIP,1,20,MiniBooNE,GaussianNB,centroid,-0.25448263320603737
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MiniBooNE,GaussianNB,centroid,-0.37254046190216383
Original,original,,KIP,4,20,MiniBooNE,GaussianNB,centroid,-0.0475722858701581
Decoded,decoded,GNN,KIP,3,20,MiniBooNE,GaussianNB,centroid,-0.14333515184579007
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,MiniBooNE,GaussianNB,centroid,-0.18105110020003629
Encoded,encoded,GNN,KIP,1,20,MiniBooNE,GaussianNB,centroid,-0.24393526095653745
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MiniBooNE,GaussianNB,centroid,-0.3812693216948534
Original,original,,KIP,4,20,MiniBooNE,GaussianNB,centroid,-0.0475722858701581
Decoded,decoded,MLP,KMeans,3,20,MiniBooNE,GaussianNB,centroid,-0.15370067284960892
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MiniBooNE,GaussianNB,centroid,-0.10743771594835408
Encoded,encoded,MLP,KMeans,1,20,MiniBooNE,GaussianNB,centroid,-0.36337515911983986
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,GaussianNB,centroid,-0.4334606292053099
Original,original,,KMeans,2,20,MiniBooNE,GaussianNB,centroid,-0.16599381705764674
Decoded,decoded,GNN,KMeans,2,20,MiniBooNE,GaussianNB,centroid,-0.16897617748681568
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,MiniBooNE,GaussianNB,centroid,-0.1082378614293507
Encoded,encoded,GNN,KMeans,1,20,MiniBooNE,GaussianNB,centroid,-0.31583924349881787
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,GaussianNB,centroid,-0.43280596472085814
Original,original,,KMeans,3,20,MiniBooNE,GaussianNB,centroid,-0.16599381705764674
Decoded,decoded,MLP,KMeans,2,20,MiniBooNE,GaussianNB,closest,-0.15370067284960892
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MiniBooNE,GaussianNB,closest,-0.11042007637752309
Encoded,encoded,MLP,KMeans,1,20,MiniBooNE,GaussianNB,closest,-0.31103837061283857
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,GaussianNB,closest,-0.4329878159665393
Original,original,,KMeans,3,20,MiniBooNE,GaussianNB,closest,-0.15275504637206755
Decoded,decoded,GNN,KMeans,3,20,MiniBooNE,GaussianNB,closest,-0.1211856701218402
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,MiniBooNE,GaussianNB,closest,-0.11252955082742304
Encoded,encoded,GNN,KMeans,1,20,MiniBooNE,GaussianNB,closest,-0.3375886524822694
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,GaussianNB,closest,-0.4318603382433168
Original,original,,KMeans,2,20,MiniBooNE,GaussianNB,closest,-0.15275504637206755
Decoded,decoded,MLP,Agglo,4,20,MiniBooNE,KNeighborsClassifier,centroid,0.3063934932564603
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,MiniBooNE,KNeighborsClassifier,centroid,0.2388551425924018
Encoded,encoded,MLP,Agglo,2,20,MiniBooNE,KNeighborsClassifier,centroid,0.2589313291465047
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,KNeighborsClassifier,centroid,0.230309893956553
Original,original,,Agglo,3,20,MiniBooNE,KNeighborsClassifier,centroid,0.2893029959847627
Decoded,decoded,GNN,Agglo,3,20,MiniBooNE,KNeighborsClassifier,centroid,0.2773602388551426
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MiniBooNE,KNeighborsClassifier,centroid,0.2462678883969937
Encoded,encoded,GNN,Agglo,2,20,MiniBooNE,KNeighborsClassifier,centroid,0.2519304025532791
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,KNeighborsClassifier,centroid,0.2258828374343663
Original,original,,Agglo,4,20,MiniBooNE,KNeighborsClassifier,centroid,0.2893029959847627
Decoded,decoded,MLP,Agglo,4,20,MiniBooNE,KNeighborsClassifier,closest,0.3423247194481622
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,MiniBooNE,KNeighborsClassifier,closest,0.2783897868835582
Encoded,encoded,MLP,Agglo,1,20,MiniBooNE,KNeighborsClassifier,closest,0.2413260578605991
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,KNeighborsClassifier,closest,0.1932461649335941
Original,original,,Agglo,2,20,MiniBooNE,KNeighborsClassifier,closest,0.2781838772778749
Decoded,decoded,GNN,Agglo,3,20,MiniBooNE,KNeighborsClassifier,closest,0.2665499845567796
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MiniBooNE,KNeighborsClassifier,closest,0.2421496962833316
Encoded,encoded,GNN,Agglo,2,20,MiniBooNE,KNeighborsClassifier,closest,0.2596520127663956
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,KNeighborsClassifier,closest,0.1938638937506434
Original,original,,Agglo,4,20,MiniBooNE,KNeighborsClassifier,closest,0.2781838772778749
Decoded,decoded,MLP,KIP,3,20,MiniBooNE,KNeighborsClassifier,centroid,0.35552352517244934
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,MiniBooNE,KNeighborsClassifier,centroid,0.3292906414084217
Encoded,encoded,MLP,KIP,1,20,MiniBooNE,KNeighborsClassifier,centroid,0.31572119839390506
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MiniBooNE,KNeighborsClassifier,centroid,0.25975496756923705
Original,original,,KIP,4,20,MiniBooNE,KNeighborsClassifier,centroid,0.4037887367445691
Decoded,decoded,GNN,KIP,3,20,MiniBooNE,KNeighborsClassifier,centroid,0.3642129105322763
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,MiniBooNE,KNeighborsClassifier,centroid,0.3334500154432204
Encoded,encoded,GNN,KIP,2,20,MiniBooNE,KNeighborsClassifier,centroid,0.35025223926696175
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MiniBooNE,KNeighborsClassifier,centroid,0.2562545042726243
Original,original,,KIP,4,20,MiniBooNE,KNeighborsClassifier,centroid,0.4037887367445691
Decoded,decoded,MLP,KMeans,4,20,MiniBooNE,KNeighborsClassifier,centroid,0.28668794399258724
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MiniBooNE,KNeighborsClassifier,centroid,0.2794193349119736
Encoded,encoded,MLP,KMeans,1,20,MiniBooNE,KNeighborsClassifier,centroid,0.23238958097395238
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,KNeighborsClassifier,centroid,0.20578605991969523
Original,original,,KMeans,2,20,MiniBooNE,KNeighborsClassifier,centroid,0.2639143416040358
Decoded,decoded,GNN,KMeans,3,20,MiniBooNE,KNeighborsClassifier,centroid,0.27437454957273755
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,MiniBooNE,KNeighborsClassifier,centroid,0.2749922783897868
Encoded,encoded,GNN,KMeans,1,20,MiniBooNE,KNeighborsClassifier,centroid,0.2506125810769072
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,KNeighborsClassifier,centroid,0.20574487799855862
Original,original,,KMeans,2,20,MiniBooNE,KNeighborsClassifier,centroid,0.2639143416040358
Decoded,decoded,MLP,KMeans,4,20,MiniBooNE,KNeighborsClassifier,closest,0.297415834448677
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MiniBooNE,KNeighborsClassifier,closest,0.26704416761041905
Encoded,encoded,MLP,KMeans,1,20,MiniBooNE,KNeighborsClassifier,closest,0.24385874601050142
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,KNeighborsClassifier,closest,0.19862040564192315
Original,original,,KMeans,3,20,MiniBooNE,KNeighborsClassifier,closest,0.29436837228456714
Decoded,decoded,GNN,KMeans,3,20,MiniBooNE,KNeighborsClassifier,closest,0.27145063317203755
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MiniBooNE,KNeighborsClassifier,closest,0.26309070318130334
Encoded,encoded,GNN,KMeans,1,20,MiniBooNE,KNeighborsClassifier,closest,0.26004324101719345
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,KNeighborsClassifier,closest,0.20527128590548754
Original,original,,KMeans,4,20,MiniBooNE,KNeighborsClassifier,closest,0.29436837228456714
Decoded,decoded,MLP,Agglo,2,20,MiniBooNE,LogisticRegression,centroid,0.1874608804506571
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MiniBooNE,LogisticRegression,centroid,0.2297099937408719
Encoded,encoded,MLP,Agglo,3,20,MiniBooNE,LogisticRegression,centroid,0.1889213436261214
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,LogisticRegression,centroid,0.1743167118714791
Original,original,,Agglo,1,20,MiniBooNE,LogisticRegression,centroid,0.1759858126434382
Decoded,decoded,GNN,Agglo,3,20,MiniBooNE,LogisticRegression,centroid,0.2033173377842687
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MiniBooNE,LogisticRegression,centroid,0.1827665345295221
Encoded,encoded,GNN,Agglo,4,20,MiniBooNE,LogisticRegression,centroid,0.2081160025036511
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,MiniBooNE,LogisticRegression,centroid,0.176611725432923
Original,original,,Agglo,0,20,MiniBooNE,LogisticRegression,centroid,0.1759858126434382
Decoded,decoded,MLP,Agglo,1,20,MiniBooNE,LogisticRegression,closest,0.1874608804506571
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MiniBooNE,LogisticRegression,closest,0.2169831003546838
Encoded,encoded,MLP,Agglo,2,20,MiniBooNE,LogisticRegression,closest,0.1897558940121008
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,LogisticRegression,closest,0.1746296682662215
Original,original,,Agglo,3,20,MiniBooNE,LogisticRegression,closest,0.2089505528896306
Decoded,decoded,GNN,Agglo,2,20,MiniBooNE,LogisticRegression,closest,0.186730648862925
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MiniBooNE,LogisticRegression,closest,0.1814103901523054
Encoded,encoded,GNN,Agglo,4,20,MiniBooNE,LogisticRegression,closest,0.2117671604423117
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,LogisticRegression,closest,0.1782808262048819
Original,original,,Agglo,3,20,MiniBooNE,LogisticRegression,closest,0.2089505528896306
Decoded,decoded,MLP,KIP,4,20,MiniBooNE,LogisticRegression,centroid,0.2557896933027331
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,MiniBooNE,LogisticRegression,centroid,0.24070519507615265
Encoded,encoded,MLP,KIP,3,20,MiniBooNE,LogisticRegression,centroid,0.2517212601710827
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MiniBooNE,LogisticRegression,centroid,0.18232839557688285
Original,original,,KIP,1,20,MiniBooNE,LogisticRegression,centroid,0.2290632171917378
Decoded,decoded,GNN,KIP,3,20,MiniBooNE,LogisticRegression,centroid,0.25251408303776335
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,MiniBooNE,LogisticRegression,centroid,0.24736073440433953
Encoded,encoded,GNN,KIP,4,20,MiniBooNE,LogisticRegression,centroid,0.26123513457124964
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MiniBooNE,LogisticRegression,centroid,0.18307949092426448
Original,original,,KIP,1,20,MiniBooNE,LogisticRegression,centroid,0.2290632171917378
Decoded,decoded,MLP,KMeans,3,20,MiniBooNE,LogisticRegression,centroid,0.20590444398080524
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MiniBooNE,LogisticRegression,centroid,0.20892968912998108
Encoded,encoded,MLP,KMeans,2,20,MiniBooNE,LogisticRegression,centroid,0.1894012100980596
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,LogisticRegression,centroid,0.17364907156269555
Original,original,,KMeans,1,20,MiniBooNE,LogisticRegression,centroid,0.18660546630502806
Decoded,decoded,GNN,KMeans,3,20,MiniBooNE,LogisticRegression,centroid,0.19826830794909234
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MiniBooNE,LogisticRegression,centroid,0.19411641977884406
Encoded,encoded,GNN,KMeans,4,20,MiniBooNE,LogisticRegression,centroid,0.20141873565616514
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,LogisticRegression,centroid,0.17790527853119126
Original,original,,KMeans,1,20,MiniBooNE,LogisticRegression,centroid,0.18660546630502806
Decoded,decoded,MLP,KMeans,2,20,MiniBooNE,LogisticRegression,closest,0.20890882537033165
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MiniBooNE,LogisticRegression,closest,0.21003546839140408
Encoded,encoded,MLP,KMeans,4,20,MiniBooNE,LogisticRegression,closest,0.22032130189860205
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,LogisticRegression,closest,0.1723555184644272
Original,original,,KMeans,1,20,MiniBooNE,LogisticRegression,closest,0.1911954934279156
Decoded,decoded,GNN,KMeans,3,20,MiniBooNE,LogisticRegression,closest,0.2131233048195284
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MiniBooNE,LogisticRegression,closest,0.19614020446484445
Encoded,encoded,GNN,KMeans,4,20,MiniBooNE,LogisticRegression,closest,0.22432714375130391
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,LogisticRegression,closest,0.1785520550803254
Original,original,,KMeans,1,20,MiniBooNE,LogisticRegression,closest,0.1911954934279156
Decoded,decoded,MLP,Agglo,3,20,MiniBooNE,MLPClassifier,centroid,0.2451057165231011
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MiniBooNE,MLPClassifier,centroid,0.2668363351605325
Encoded,encoded,MLP,Agglo,0,20,MiniBooNE,MLPClassifier,centroid,0.2326742364917776
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,MiniBooNE,MLPClassifier,centroid,0.2330657791699296
Original,original,,Agglo,2,20,MiniBooNE,MLPClassifier,centroid,0.2358065779169929
Decoded,decoded,GNN,Agglo,4,20,MiniBooNE,MLPClassifier,centroid,0.2648786217697729
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MiniBooNE,MLPClassifier,centroid,0.2417776037588097
Encoded,encoded,GNN,Agglo,3,20,MiniBooNE,MLPClassifier,centroid,0.2462803445575567
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,MLPClassifier,centroid,0.2322826938136257
Original,original,,Agglo,1,20,MiniBooNE,MLPClassifier,centroid,0.2358065779169929
Decoded,decoded,MLP,Agglo,1,20,MiniBooNE,MLPClassifier,closest,0.2428543461237275
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,MiniBooNE,MLPClassifier,closest,0.2582223962411903
Encoded,encoded,MLP,Agglo,2,20,MiniBooNE,MLPClassifier,closest,0.2433437744714174
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,MLPClassifier,closest,0.2268010963194988
Original,original,,Agglo,3,20,MiniBooNE,MLPClassifier,closest,0.2558731401722787
Decoded,decoded,GNN,Agglo,4,20,MiniBooNE,MLPClassifier,closest,0.2587118245888802
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,MiniBooNE,MLPClassifier,closest,0.2374706342991387
Encoded,encoded,GNN,Agglo,2,20,MiniBooNE,MLPClassifier,closest,0.2483359436178544
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,MLPClassifier,closest,0.2261158966327331
Original,original,,Agglo,3,20,MiniBooNE,MLPClassifier,closest,0.2558731401722787
Decoded,decoded,MLP,KIP,3,20,MiniBooNE,MLPClassifier,centroid,0.30604933437744714
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,MiniBooNE,MLPClassifier,centroid,0.30875097885669545
Encoded,encoded,MLP,KIP,1,20,MiniBooNE,MLPClassifier,centroid,0.2898981989036805
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MiniBooNE,MLPClassifier,centroid,0.24722004698512143
Original,original,,KIP,2,20,MiniBooNE,MLPClassifier,centroid,0.3000391542678152
Decoded,decoded,GNN,KIP,4,20,MiniBooNE,MLPClassifier,centroid,0.3159357870007831
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,MiniBooNE,MLPClassifier,centroid,0.30792873923257635
Encoded,encoded,GNN,KIP,1,20,MiniBooNE,MLPClassifier,centroid,0.2812255285826156
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MiniBooNE,MLPClassifier,centroid,0.2457126076742365
Original,original,,KIP,2,20,MiniBooNE,MLPClassifier,centroid,0.3000391542678152
Decoded,decoded,MLP,KMeans,3,20,MiniBooNE,MLPClassifier,centroid,0.25763508222396236
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,MiniBooNE,MLPClassifier,centroid,0.2811667971808927
Encoded,encoded,MLP,KMeans,2,20,MiniBooNE,MLPClassifier,centroid,0.2547376664056382
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,MLPClassifier,centroid,0.22817149569303058
Original,original,,KMeans,1,20,MiniBooNE,MLPClassifier,centroid,0.24864917776037582
Decoded,decoded,GNN,KMeans,4,20,MiniBooNE,MLPClassifier,centroid,0.2606891151135474
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,MiniBooNE,MLPClassifier,centroid,0.2548355520751762
Encoded,encoded,GNN,KMeans,1,20,MiniBooNE,MLPClassifier,centroid,0.23194988253719656
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,MLPClassifier,centroid,0.2301879404855129
Original,original,,KMeans,2,20,MiniBooNE,MLPClassifier,centroid,0.24864917776037582
Decoded,decoded,MLP,KMeans,2,20,MiniBooNE,MLPClassifier,closest,0.25420908379013313
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MiniBooNE,MLPClassifier,closest,0.2658966327329679
Encoded,encoded,MLP,KMeans,4,20,MiniBooNE,MLPClassifier,closest,0.27229835552075177
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,MLPClassifier,closest,0.22695771339075957
Original,original,,KMeans,1,20,MiniBooNE,MLPClassifier,closest,0.25385669537979644
Decoded,decoded,GNN,KMeans,4,20,MiniBooNE,MLPClassifier,closest,0.2768989819890368
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,MiniBooNE,MLPClassifier,closest,0.2534847298355521
Encoded,encoded,GNN,KMeans,3,20,MiniBooNE,MLPClassifier,closest,0.25620595144870795
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,MLPClassifier,closest,0.2297768206734534
Original,original,,KMeans,2,20,MiniBooNE,MLPClassifier,closest,0.25385669537979644
Decoded,decoded,MLP,Agglo,4,20,MiniBooNE,XGBClassifier,centroid,0.2872029606544605
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,XGBClassifier,centroid,0.2673354109855863
Encoded,encoded,MLP,Agglo,2,20,MiniBooNE,XGBClassifier,centroid,0.283989092325672
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,MiniBooNE,XGBClassifier,centroid,0.2871055707051033
Original,original,,Agglo,1,20,MiniBooNE,XGBClassifier,centroid,0.2708414491624465
Decoded,decoded,GNN,Agglo,2,20,MiniBooNE,XGBClassifier,centroid,0.2915855083755357
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,MiniBooNE,XGBClassifier,centroid,0.292169848071679
Encoded,encoded,GNN,Agglo,4,20,MiniBooNE,XGBClassifier,centroid,0.328691079080639
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,MiniBooNE,XGBClassifier,centroid,0.2858395013634593
Original,original,,Agglo,0,20,MiniBooNE,XGBClassifier,centroid,0.2708414491624465
Decoded,decoded,MLP,Agglo,1,20,MiniBooNE,XGBClassifier,closest,0.2618815738215816
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,MiniBooNE,XGBClassifier,closest,0.2798987144526685
Encoded,encoded,MLP,Agglo,3,20,MiniBooNE,XGBClassifier,closest,0.2838917023763149
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,MiniBooNE,XGBClassifier,closest,0.235781067393845
Original,original,,Agglo,4,20,MiniBooNE,XGBClassifier,closest,0.2929489676665369
Decoded,decoded,GNN,Agglo,1,20,MiniBooNE,XGBClassifier,closest,0.2506817296455006
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,MiniBooNE,XGBClassifier,closest,0.2711336190105182
Encoded,encoded,GNN,Agglo,4,20,MiniBooNE,XGBClassifier,closest,0.2995714842228282
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,MiniBooNE,XGBClassifier,closest,0.2367549668874173
Original,original,,Agglo,3,20,MiniBooNE,XGBClassifier,closest,0.2929489676665369
Decoded,decoded,MLP,KIP,2,20,MiniBooNE,XGBClassifier,centroid,0.3292754187767823
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,MiniBooNE,XGBClassifier,centroid,0.31051811453058054
Encoded,encoded,MLP,KIP,3,20,MiniBooNE,XGBClassifier,centroid,0.3392676275808337
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,MiniBooNE,XGBClassifier,centroid,0.29320218153486566
Original,original,,KIP,4,20,MiniBooNE,XGBClassifier,centroid,0.40931047915855084
Decoded,decoded,GNN,KIP,1,20,MiniBooNE,XGBClassifier,centroid,0.27828204129333856
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,MiniBooNE,XGBClassifier,centroid,0.2998441760810285
Encoded,encoded,GNN,KIP,3,20,MiniBooNE,XGBClassifier,centroid,0.3134398130112973
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,MiniBooNE,XGBClassifier,centroid,0.27345149980522016
Original,original,,KIP,4,20,MiniBooNE,XGBClassifier,centroid,0.40931047915855084
Decoded,decoded,MLP,KMeans,1,20,MiniBooNE,XGBClassifier,centroid,0.2865017530190885
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,MiniBooNE,XGBClassifier,centroid,0.2923256719906506
Encoded,encoded,MLP,KMeans,2,20,MiniBooNE,XGBClassifier,centroid,0.2867160109076744
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,XGBClassifier,centroid,0.2658161277756136
Original,original,,KMeans,4,20,MiniBooNE,XGBClassifier,centroid,0.46493961823139845
Decoded,decoded,GNN,KMeans,3,20,MiniBooNE,XGBClassifier,centroid,0.28507985975847305
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,MiniBooNE,XGBClassifier,centroid,0.28241137514608494
Encoded,encoded,GNN,KMeans,1,20,MiniBooNE,XGBClassifier,centroid,0.28157382158161276
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,XGBClassifier,centroid,0.2642968445656409
Original,original,,KMeans,4,20,MiniBooNE,XGBClassifier,centroid,0.46493961823139845
Decoded,decoded,MLP,KMeans,3,20,MiniBooNE,XGBClassifier,closest,0.2823918971562135
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,MiniBooNE,XGBClassifier,closest,0.2783599532528244
Encoded,encoded,MLP,KMeans,4,20,MiniBooNE,XGBClassifier,closest,0.30124659135177245
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,MiniBooNE,XGBClassifier,closest,0.24725360342812625
Original,original,,KMeans,1,20,MiniBooNE,XGBClassifier,closest,0.27249707830151937
Decoded,decoded,GNN,KMeans,2,20,MiniBooNE,XGBClassifier,closest,0.27892481495909627
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,MiniBooNE,XGBClassifier,closest,0.28544994156603043
Encoded,encoded,GNN,KMeans,3,20,MiniBooNE,XGBClassifier,closest,0.27910011686793923
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,MiniBooNE,XGBClassifier,closest,0.2545188936501753
Original,original,,KMeans,1,20,MiniBooNE,XGBClassifier,closest,0.27249707830151937
Decoded,decoded,MLP,Agglo,1,20,NumerAI,GaussianNB,centroid,0.0260937632128992
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,NumerAI,GaussianNB,centroid,0.027528395337772
Encoded,encoded,MLP,Agglo,4,20,NumerAI,GaussianNB,centroid,0.0279187782413979
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,NumerAI,GaussianNB,centroid,0.0112432205710158
Original,original,,Agglo,2,20,NumerAI,GaussianNB,centroid,0.026954638961119
Decoded,decoded,GNN,Agglo,3,20,NumerAI,GaussianNB,centroid,0.0315132248377327
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,GaussianNB,centroid,0.0420128960307657
Encoded,encoded,GNN,Agglo,0,20,NumerAI,GaussianNB,centroid,0.0254432363555313
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,NumerAI,GaussianNB,centroid,0.0262519794186838
Original,original,,Agglo,2,20,NumerAI,GaussianNB,centroid,0.026954638961119
Decoded,decoded,MLP,Agglo,1,20,NumerAI,GaussianNB,closest,0.0273937408793309
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,NumerAI,GaussianNB,closest,0.0240886399613987
Encoded,encoded,MLP,Agglo,3,20,NumerAI,GaussianNB,closest,0.0307680057296233
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,NumerAI,GaussianNB,closest,0.0321577777717584
Original,original,,Agglo,2,20,NumerAI,GaussianNB,closest,0.0286074120507687
Decoded,decoded,GNN,Agglo,3,20,NumerAI,GaussianNB,closest,0.036753542972527
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,GaussianNB,closest,0.0396150522534621
Encoded,encoded,GNN,Agglo,1,20,NumerAI,GaussianNB,closest,0.029615557996165
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,NumerAI,GaussianNB,closest,0.0321469801836056
Original,original,,Agglo,0,20,NumerAI,GaussianNB,closest,0.0286074120507687
Decoded,decoded,MLP,KIP,3,20,NumerAI,GaussianNB,centroid,0.0317666601868768
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,NumerAI,GaussianNB,centroid,0.0230975104212494
Encoded,encoded,MLP,KIP,2,20,NumerAI,GaussianNB,centroid,0.027230626798507983
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,NumerAI,GaussianNB,centroid,0.0227356836133019
Original,original,,KIP,4,20,NumerAI,GaussianNB,centroid,0.03344531780400204
Decoded,decoded,GNN,KIP,4,20,NumerAI,GaussianNB,centroid,0.03493154087927906
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,NumerAI,GaussianNB,centroid,0.028491992883387402
Encoded,encoded,GNN,KIP,2,20,NumerAI,GaussianNB,centroid,0.030975022581244578
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,NumerAI,GaussianNB,centroid,0.026502921304171957
Original,original,,KIP,3,20,NumerAI,GaussianNB,centroid,0.03344531780400204
Decoded,decoded,MLP,KMeans,3,20,NumerAI,GaussianNB,centroid,0.026021304346422504
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,GaussianNB,centroid,0.030225054018552376
Encoded,encoded,MLP,KMeans,1,20,NumerAI,GaussianNB,centroid,0.023299377083057758
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,NumerAI,GaussianNB,centroid,0.01077142904743402
Original,original,,KMeans,2,20,NumerAI,GaussianNB,centroid,0.02583839839783078
Decoded,decoded,GNN,KMeans,4,20,NumerAI,GaussianNB,centroid,0.035918804066557154
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,NumerAI,GaussianNB,centroid,0.027987318807843775
Encoded,encoded,GNN,KMeans,0,20,NumerAI,GaussianNB,centroid,0.01896955165482682
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,NumerAI,GaussianNB,centroid,0.0239807011849851
Original,original,,KMeans,2,20,NumerAI,GaussianNB,centroid,0.02583839839783078
Decoded,decoded,MLP,KMeans,0,20,NumerAI,GaussianNB,closest,0.02282746682311166
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,NumerAI,GaussianNB,closest,0.032880956442195325
Encoded,encoded,MLP,KMeans,2,20,NumerAI,GaussianNB,closest,0.027094124505393356
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,NumerAI,GaussianNB,closest,0.025233518251615822
Original,original,,KMeans,4,20,NumerAI,GaussianNB,closest,0.03422462166976494
Decoded,decoded,GNN,KMeans,3,20,NumerAI,GaussianNB,closest,0.03884208594115794
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,NumerAI,GaussianNB,closest,0.04385915002647624
Encoded,encoded,GNN,KMeans,0,20,NumerAI,GaussianNB,closest,0.033684860998491856
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,NumerAI,GaussianNB,closest,0.03470097712235956
Original,original,,KMeans,1,20,NumerAI,GaussianNB,closest,0.03422462166976494
Decoded,decoded,MLP,Agglo,2,20,NumerAI,KNeighborsClassifier,centroid,0.0031050883376956
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,NumerAI,KNeighborsClassifier,centroid,0.0063429139716899
Encoded,encoded,MLP,Agglo,4,20,NumerAI,KNeighborsClassifier,centroid,0.0115279456241818
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,NumerAI,KNeighborsClassifier,centroid,-0.0085649727613271
Original,original,,Agglo,1,20,NumerAI,KNeighborsClassifier,centroid,-0.0022676207906548
Decoded,decoded,GNN,Agglo,3,20,NumerAI,KNeighborsClassifier,centroid,0.0133545262449844
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,NumerAI,KNeighborsClassifier,centroid,0.0102973919133599
Encoded,encoded,GNN,Agglo,1,20,NumerAI,KNeighborsClassifier,centroid,0.0038480147326249
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,NumerAI,KNeighborsClassifier,centroid,0.0195337966963524
Original,original,,Agglo,0,20,NumerAI,KNeighborsClassifier,centroid,-0.0022676207906548
Decoded,decoded,MLP,Agglo,2,20,NumerAI,KNeighborsClassifier,closest,0.0131619128856819
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,NumerAI,KNeighborsClassifier,closest,0.0044503443860799
Encoded,encoded,MLP,Agglo,3,20,NumerAI,KNeighborsClassifier,closest,0.0188362424607703
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,NumerAI,KNeighborsClassifier,closest,0.0206470282545534
Original,original,,Agglo,1,20,NumerAI,KNeighborsClassifier,closest,0.0055295563168545
Decoded,decoded,GNN,Agglo,3,20,NumerAI,KNeighborsClassifier,closest,0.0150341314441708
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,KNeighborsClassifier,closest,0.0159635582965993
Encoded,encoded,GNN,Agglo,1,20,NumerAI,KNeighborsClassifier,closest,-0.003583603253385
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,NumerAI,KNeighborsClassifier,closest,-0.0069863253627296
Original,original,,Agglo,2,20,NumerAI,KNeighborsClassifier,closest,0.0055295563168545
Decoded,decoded,MLP,KIP,3,20,NumerAI,KNeighborsClassifier,centroid,0.008365517508205019
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,NumerAI,KNeighborsClassifier,centroid,0.0107875023583081
Encoded,encoded,MLP,KIP,0,20,NumerAI,KNeighborsClassifier,centroid,0.00309512544680662
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,NumerAI,KNeighborsClassifier,centroid,0.00783724888740432
Original,original,,KIP,1,20,NumerAI,KNeighborsClassifier,centroid,0.00777984076612198
Decoded,decoded,GNN,KIP,4,20,NumerAI,KNeighborsClassifier,centroid,0.015784590756601418
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,NumerAI,KNeighborsClassifier,centroid,0.011209186271394538
Encoded,encoded,GNN,KIP,2,20,NumerAI,KNeighborsClassifier,centroid,0.01052356168641214
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,NumerAI,KNeighborsClassifier,centroid,0.010081162250196321
Original,original,,KIP,0,20,NumerAI,KNeighborsClassifier,centroid,0.00777984076612198
Decoded,decoded,MLP,KMeans,0,20,NumerAI,KNeighborsClassifier,centroid,-0.0039002667541253797
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,KNeighborsClassifier,centroid,0.01184713781597858
Encoded,encoded,MLP,KMeans,2,20,NumerAI,KNeighborsClassifier,centroid,0.00280108347957152
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,NumerAI,KNeighborsClassifier,centroid,0.00242534125084472
Original,original,,KMeans,3,20,NumerAI,KNeighborsClassifier,centroid,0.00334010473261242
Decoded,decoded,GNN,KMeans,4,20,NumerAI,KNeighborsClassifier,centroid,0.019749965610181282
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,NumerAI,KNeighborsClassifier,centroid,0.00462720088669732
Encoded,encoded,GNN,KMeans,1,20,NumerAI,KNeighborsClassifier,centroid,0.00418335106011572
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,NumerAI,KNeighborsClassifier,centroid,0.007655927310687319
Original,original,,KMeans,0,20,NumerAI,KNeighborsClassifier,centroid,0.00334010473261242
Decoded,decoded,MLP,KMeans,0,20,NumerAI,KNeighborsClassifier,closest,0.0026491038315098795
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,KNeighborsClassifier,closest,0.014427298746281703
Encoded,encoded,MLP,KMeans,2,20,NumerAI,KNeighborsClassifier,closest,0.00688241362574164
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,NumerAI,KNeighborsClassifier,closest,0.00419137756596172
Original,original,,KMeans,3,20,NumerAI,KNeighborsClassifier,closest,0.007975802932499521
Decoded,decoded,GNN,KMeans,0,20,NumerAI,KNeighborsClassifier,closest,0.00451601441688018
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,NumerAI,KNeighborsClassifier,closest,0.01002291882556192
Encoded,encoded,GNN,KMeans,2,20,NumerAI,KNeighborsClassifier,closest,0.008639967815002439
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,20,NumerAI,KNeighborsClassifier,closest,0.01104057649296138
Original,original,,KMeans,1,20,NumerAI,KNeighborsClassifier,closest,0.007975802932499521
Decoded,decoded,MLP,Agglo,4,20,NumerAI,LogisticRegression,centroid,0.0407959344883995
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,NumerAI,LogisticRegression,centroid,0.0357418079074843
Encoded,encoded,MLP,Agglo,3,20,NumerAI,LogisticRegression,centroid,0.0375502961542053
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,NumerAI,LogisticRegression,centroid,0.0305006641786671
Original,original,,Agglo,1,20,NumerAI,LogisticRegression,centroid,0.0311491214547946
Decoded,decoded,GNN,Agglo,3,20,NumerAI,LogisticRegression,centroid,0.0419772795115007
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,LogisticRegression,centroid,0.052973326720269
Encoded,encoded,GNN,Agglo,2,20,NumerAI,LogisticRegression,centroid,0.0385591248719654
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,NumerAI,LogisticRegression,centroid,0.0267762430000187
Original,original,,Agglo,1,20,NumerAI,LogisticRegression,centroid,0.0311491214547946
Decoded,decoded,MLP,Agglo,4,20,NumerAI,LogisticRegression,closest,0.0529285125585859
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,NumerAI,LogisticRegression,closest,0.0473154841563537
Encoded,encoded,MLP,Agglo,1,20,NumerAI,LogisticRegression,closest,0.0458913775403299
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,NumerAI,LogisticRegression,closest,0.0473713743384857
Original,original,,Agglo,0,20,NumerAI,LogisticRegression,closest,0.0436355127966111
Decoded,decoded,GNN,Agglo,3,20,NumerAI,LogisticRegression,closest,0.0515789869092004
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,LogisticRegression,closest,0.0533146430346168
Encoded,encoded,GNN,Agglo,2,20,NumerAI,LogisticRegression,closest,0.0451420337489985
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,NumerAI,LogisticRegression,closest,0.0437166883675297
Original,original,,Agglo,0,20,NumerAI,LogisticRegression,closest,0.0436355127966111
Decoded,decoded,MLP,KIP,4,20,NumerAI,LogisticRegression,centroid,0.05091148907949926
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,NumerAI,LogisticRegression,centroid,0.04378968079965654
Encoded,encoded,MLP,KIP,2,20,NumerAI,LogisticRegression,centroid,0.045898198037132396
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,NumerAI,LogisticRegression,centroid,0.0431805069618435
Original,original,,KIP,3,20,NumerAI,LogisticRegression,centroid,0.046175470177978836
Decoded,decoded,GNN,KIP,4,20,NumerAI,LogisticRegression,centroid,0.05267004779193516
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,NumerAI,LogisticRegression,centroid,0.047976620561152636
Encoded,encoded,GNN,KIP,2,20,NumerAI,LogisticRegression,centroid,0.0488798846024406
Encoded-FT,encoded,GNN-MultiHead,KIP,3,20,NumerAI,LogisticRegression,centroid,0.050839888436784
Original,original,,KIP,0,20,NumerAI,LogisticRegression,centroid,0.046175470177978836
Decoded,decoded,MLP,KMeans,3,20,NumerAI,LogisticRegression,centroid,0.0444877761358468
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,LogisticRegression,centroid,0.0532760955687137
Encoded,encoded,MLP,KMeans,1,20,NumerAI,LogisticRegression,centroid,0.032838571629116055
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,NumerAI,LogisticRegression,centroid,0.035123095575745444
Original,original,,KMeans,0,20,NumerAI,LogisticRegression,centroid,0.02130139523973774
Decoded,decoded,GNN,KMeans,4,20,NumerAI,LogisticRegression,centroid,0.05342987736841474
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,NumerAI,LogisticRegression,centroid,0.04408671489277696
Encoded,encoded,GNN,KMeans,1,20,NumerAI,LogisticRegression,centroid,0.028013296033862822
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,NumerAI,LogisticRegression,centroid,0.029885121629096
Original,original,,KMeans,0,20,NumerAI,LogisticRegression,centroid,0.02130139523973774
Decoded,decoded,MLP,KMeans,0,20,NumerAI,LogisticRegression,closest,0.03960477407086116
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,LogisticRegression,closest,0.05316835212242962
Encoded,encoded,MLP,KMeans,2,20,NumerAI,LogisticRegression,closest,0.04623496735361182
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,NumerAI,LogisticRegression,closest,0.046128331509372636
Original,original,,KMeans,3,20,NumerAI,LogisticRegression,closest,0.05133226855370961
Decoded,decoded,GNN,KMeans,4,20,NumerAI,LogisticRegression,closest,0.05992253853935926
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,NumerAI,LogisticRegression,closest,0.05272324912436586
Encoded,encoded,GNN,KMeans,3,20,NumerAI,LogisticRegression,closest,0.05937176884884553
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,NumerAI,LogisticRegression,closest,0.04773873387459848
Original,original,,KMeans,1,20,NumerAI,LogisticRegression,closest,0.05133226855370961
Decoded,decoded,MLP,Agglo,0,20,NumerAI,MLPClassifier,centroid,0.0145720628743967
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,NumerAI,MLPClassifier,centroid,0.0209917356356049
Encoded,encoded,MLP,Agglo,2,20,NumerAI,MLPClassifier,centroid,0.0184719235559132
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,NumerAI,MLPClassifier,centroid,0.0220981933699466
Original,original,,Agglo,1,20,NumerAI,MLPClassifier,centroid,0.015942212785967
Decoded,decoded,GNN,Agglo,2,20,NumerAI,MLPClassifier,centroid,0.0177092034226247
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,MLPClassifier,centroid,0.0295002925323462
Encoded,encoded,GNN,Agglo,0,20,NumerAI,MLPClassifier,centroid,0.009927939767735
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,NumerAI,MLPClassifier,centroid,0.0267477495923117
Original,original,,Agglo,1,20,NumerAI,MLPClassifier,centroid,0.015942212785967
Decoded,decoded,MLP,Agglo,0,20,NumerAI,MLPClassifier,closest,0.0253824001733833
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,NumerAI,MLPClassifier,closest,0.0258211056598851
Encoded,encoded,MLP,Agglo,4,20,NumerAI,MLPClassifier,closest,0.0381889981490937
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,NumerAI,MLPClassifier,closest,0.0269679396307908
Original,original,,Agglo,3,20,NumerAI,MLPClassifier,closest,0.0275939015434589
Decoded,decoded,GNN,Agglo,4,20,NumerAI,MLPClassifier,closest,0.0345801068626874
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,NumerAI,MLPClassifier,closest,0.0310542008366848
Encoded,encoded,GNN,Agglo,0,20,NumerAI,MLPClassifier,closest,0.0229379074511163
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,NumerAI,MLPClassifier,closest,0.0278903784805153
Original,original,,Agglo,1,20,NumerAI,MLPClassifier,closest,0.0275939015434589
Decoded,decoded,MLP,KIP,4,20,NumerAI,MLPClassifier,centroid,0.03246603688668768
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,NumerAI,MLPClassifier,centroid,0.026419968977653602
Encoded,encoded,MLP,KIP,1,20,NumerAI,MLPClassifier,centroid,0.0242219387574732
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,NumerAI,MLPClassifier,centroid,0.02070910197965618
Original,original,,KIP,3,20,NumerAI,MLPClassifier,centroid,0.02721874118281602
Decoded,decoded,GNN,KIP,4,20,NumerAI,MLPClassifier,centroid,0.03115520469040134
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,NumerAI,MLPClassifier,centroid,0.03028835480121078
Encoded,encoded,GNN,KIP,1,20,NumerAI,MLPClassifier,centroid,0.028320547277000556
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,NumerAI,MLPClassifier,centroid,0.029291928823802584
Original,original,,KIP,0,20,NumerAI,MLPClassifier,centroid,0.02721874118281602
Decoded,decoded,MLP,KMeans,2,20,NumerAI,MLPClassifier,centroid,0.020869267253547357
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,MLPClassifier,centroid,0.02531485091567724
Encoded,encoded,MLP,KMeans,1,20,NumerAI,MLPClassifier,centroid,0.011956263269733841
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,NumerAI,MLPClassifier,centroid,0.02217541803917968
Original,original,,KMeans,0,20,NumerAI,MLPClassifier,centroid,0.009366125833490141
Decoded,decoded,GNN,KMeans,4,20,NumerAI,MLPClassifier,centroid,0.03387966660913512
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,NumerAI,MLPClassifier,centroid,0.020416644059695482
Encoded,encoded,GNN,KMeans,0,20,NumerAI,MLPClassifier,centroid,0.005987516784048021
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,NumerAI,MLPClassifier,centroid,0.017242967669016958
Original,original,,KMeans,1,20,NumerAI,MLPClassifier,centroid,0.009366125833490141
Decoded,decoded,MLP,KMeans,0,20,NumerAI,MLPClassifier,closest,0.020157186735665678
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,MLPClassifier,closest,0.03271945079982532
Encoded,encoded,MLP,KMeans,3,20,NumerAI,MLPClassifier,closest,0.028102299763451122
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,NumerAI,MLPClassifier,closest,0.025657896352675003
Original,original,,KMeans,1,20,NumerAI,MLPClassifier,closest,0.0237983566834505
Decoded,decoded,GNN,KMeans,4,20,NumerAI,MLPClassifier,closest,0.03698875590655962
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,NumerAI,MLPClassifier,closest,0.034640786578209556
Encoded,encoded,GNN,KMeans,3,20,NumerAI,MLPClassifier,closest,0.03663367574614727
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,NumerAI,MLPClassifier,closest,0.024347592582710416
Original,original,,KMeans,0,20,NumerAI,MLPClassifier,closest,0.0237983566834505
Decoded,decoded,MLP,Agglo,1,20,NumerAI,XGBClassifier,centroid,0.0224443222300878
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,NumerAI,XGBClassifier,centroid,0.0244373665412023
Encoded,encoded,MLP,Agglo,2,20,NumerAI,XGBClassifier,centroid,0.0240462003048272
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,NumerAI,XGBClassifier,centroid,0.0270610597792602
Original,original,,Agglo,0,20,NumerAI,XGBClassifier,centroid,0.0104275360170194
Decoded,decoded,GNN,Agglo,2,20,NumerAI,XGBClassifier,centroid,0.0243357102552231
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,NumerAI,XGBClassifier,centroid,0.0271278497099162
Encoded,encoded,GNN,Agglo,1,20,NumerAI,XGBClassifier,centroid,0.0232034477163355
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,20,NumerAI,XGBClassifier,centroid,0.0287480177210485
Original,original,,Agglo,0,20,NumerAI,XGBClassifier,centroid,0.0104275360170194
Decoded,decoded,MLP,Agglo,2,20,NumerAI,XGBClassifier,closest,0.0276037978103034
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,NumerAI,XGBClassifier,closest,0.0293534853913695
Encoded,encoded,MLP,Agglo,1,20,NumerAI,XGBClassifier,closest,0.02090379553058
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,NumerAI,XGBClassifier,closest,0.0315404924291583
Original,original,,Agglo,0,20,NumerAI,XGBClassifier,closest,0.0184939939722923
Decoded,decoded,GNN,Agglo,2,20,NumerAI,XGBClassifier,closest,0.0227452680470266
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,NumerAI,XGBClassifier,closest,0.0312958691862027
Encoded,encoded,GNN,Agglo,0,20,NumerAI,XGBClassifier,closest,0.0091340910855223
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,NumerAI,XGBClassifier,closest,0.025885288796978
Original,original,,Agglo,1,20,NumerAI,XGBClassifier,closest,0.0184939939722923
Decoded,decoded,MLP,KIP,3,20,NumerAI,XGBClassifier,centroid,0.02676918070472046
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,NumerAI,XGBClassifier,centroid,0.022374328766784402
Encoded,encoded,MLP,KIP,0,20,NumerAI,XGBClassifier,centroid,0.01803058434968498
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,NumerAI,XGBClassifier,centroid,0.023344768206532644
Original,original,,KIP,4,20,NumerAI,XGBClassifier,centroid,0.030109459495501582
Decoded,decoded,GNN,KIP,4,20,NumerAI,XGBClassifier,centroid,0.031104186182761277
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,NumerAI,XGBClassifier,centroid,0.024720588627518622
Encoded,encoded,GNN,KIP,0,20,NumerAI,XGBClassifier,centroid,0.02241073728782358
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,NumerAI,XGBClassifier,centroid,0.02480724046058742
Original,original,,KIP,3,20,NumerAI,XGBClassifier,centroid,0.030109459495501582
Decoded,decoded,MLP,KMeans,1,20,NumerAI,XGBClassifier,centroid,0.02719824547731952
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,NumerAI,XGBClassifier,centroid,0.03005744306540218
Encoded,encoded,MLP,KMeans,3,20,NumerAI,XGBClassifier,centroid,0.02771013274396266
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,NumerAI,XGBClassifier,centroid,0.027494125242630195
Original,original,,KMeans,0,20,NumerAI,XGBClassifier,centroid,0.02514523550509492
Decoded,decoded,GNN,KMeans,4,20,NumerAI,XGBClassifier,centroid,0.031204441854466886
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,NumerAI,XGBClassifier,centroid,0.02206327319681704
Encoded,encoded,GNN,KMeans,3,20,NumerAI,XGBClassifier,centroid,0.02757041402008918
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,NumerAI,XGBClassifier,centroid,0.02280299868535956
Original,original,,KMeans,2,20,NumerAI,XGBClassifier,centroid,0.02514523550509492
Decoded,decoded,MLP,KMeans,1,20,NumerAI,XGBClassifier,closest,0.02411848839151508
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,NumerAI,XGBClassifier,closest,0.02574991346736798
Encoded,encoded,MLP,KMeans,4,20,NumerAI,XGBClassifier,closest,0.02726144447138044
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,NumerAI,XGBClassifier,closest,0.02384686607341206
Original,original,,KMeans,2,20,NumerAI,XGBClassifier,closest,0.025540476933000295
Decoded,decoded,GNN,KMeans,4,20,NumerAI,XGBClassifier,closest,0.033720891249602564
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,NumerAI,XGBClassifier,closest,0.0243360231584119
Encoded,encoded,GNN,KMeans,3,20,NumerAI,XGBClassifier,closest,0.031995602667186686
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,NumerAI,XGBClassifier,closest,0.030614388391231977
Original,original,,KMeans,1,20,NumerAI,XGBClassifier,closest,0.025540476933000295
Decoded,decoded,MLP,Agglo,3,20,Nursery,GaussianNB,centroid,0.1307870370370369
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Nursery,GaussianNB,centroid,0.0111882716049382
Encoded,encoded,MLP,Agglo,4,20,Nursery,GaussianNB,centroid,0.1485339506172839
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Nursery,GaussianNB,centroid,0.0069444444444444
Original,original,,Agglo,0,20,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,2,20,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Nursery,GaussianNB,centroid,0.1963734567901234
Encoded,encoded,GNN,Agglo,3,20,Nursery,GaussianNB,centroid,0.1103395061728395
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,20,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,20,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,20,Nursery,GaussianNB,closest,0.1481481481481481
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,Nursery,GaussianNB,closest,0.0069444444444444
Original,original,,Agglo,0,20,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,2,20,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Nursery,GaussianNB,closest,0.0478395061728395
Encoded,encoded,GNN,Agglo,4,20,Nursery,GaussianNB,closest,0.1080246913580247
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,20,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,20,Nursery,GaussianNB,centroid,0.18873456790123452
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,20,Nursery,GaussianNB,centroid,0.23125
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,Nursery,GaussianNB,centroid,0.01936728395061722
Original,original,,KIP,0,20,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,20,Nursery,GaussianNB,centroid,0.14729938271604934
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Nursery,GaussianNB,centroid,0.00038580246913578
Encoded,encoded,GNN,KIP,4,20,Nursery,GaussianNB,centroid,0.2074074074074074
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,20,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,3,20,Nursery,GaussianNB,centroid,0.041743827160493754
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Nursery,GaussianNB,centroid,0.01149691358024684
Encoded,encoded,MLP,KMeans,4,20,Nursery,GaussianNB,centroid,0.12800925925925924
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Nursery,GaussianNB,centroid,0.0047839506172839006
Original,original,,KMeans,0,20,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,2,20,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Nursery,GaussianNB,centroid,0.00308641975308642
Encoded,encoded,GNN,KMeans,4,20,Nursery,GaussianNB,centroid,0.04552469135802468
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,20,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,20,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,20,Nursery,GaussianNB,closest,0.15416666666666665
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,Nursery,GaussianNB,closest,0.00493827160493826
Original,original,,KMeans,0,20,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,20,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,20,Nursery,GaussianNB,closest,0.07700617283950617
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,20,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,20,Nursery,KNeighborsClassifier,centroid,0.1682098765432098
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Nursery,KNeighborsClassifier,centroid,0.1018518518518518
Encoded,encoded,MLP,Agglo,2,20,Nursery,KNeighborsClassifier,centroid,0.0424382716049382
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Nursery,KNeighborsClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,20,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,20,Nursery,KNeighborsClassifier,centroid,0.1003086419753086
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Nursery,KNeighborsClassifier,centroid,0.128858024691358
Encoded,encoded,GNN,Agglo,2,20,Nursery,KNeighborsClassifier,centroid,0.0536265432098765
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,20,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,3,20,Nursery,KNeighborsClassifier,closest,0.134645061728395
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Nursery,KNeighborsClassifier,closest,0.0941358024691357
Encoded,encoded,MLP,Agglo,4,20,Nursery,KNeighborsClassifier,closest,0.1616512345679013
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Nursery,KNeighborsClassifier,closest,0.0030864197530864
Original,original,,Agglo,1,20,Nursery,KNeighborsClassifier,closest,0.0910493827160493
Decoded,decoded,GNN,Agglo,1,20,Nursery,KNeighborsClassifier,closest,0.0725308641975308
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Nursery,KNeighborsClassifier,closest,0.1107253086419752
Encoded,encoded,GNN,Agglo,4,20,Nursery,KNeighborsClassifier,closest,0.1307870370370369
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,20,Nursery,KNeighborsClassifier,closest,0.0910493827160493
Decoded,decoded,MLP,KIP,3,20,Nursery,KNeighborsClassifier,centroid,0.1810185185185184
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Nursery,KNeighborsClassifier,centroid,0.1261574074074074
Encoded,encoded,MLP,KIP,4,20,Nursery,KNeighborsClassifier,centroid,0.32847222222222217
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Nursery,KNeighborsClassifier,centroid,0.04722222222222218
Original,original,,KIP,0,20,Nursery,KNeighborsClassifier,centroid,0.04421296296296294
Decoded,decoded,GNN,KIP,3,20,Nursery,KNeighborsClassifier,centroid,0.22592592592592586
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Nursery,KNeighborsClassifier,centroid,0.11975308641975309
Encoded,encoded,GNN,KIP,4,20,Nursery,KNeighborsClassifier,centroid,0.3329475308641975
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,20,Nursery,KNeighborsClassifier,centroid,0.04421296296296294
Decoded,decoded,MLP,KMeans,4,20,Nursery,KNeighborsClassifier,centroid,0.1314814814814814
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Nursery,KNeighborsClassifier,centroid,0.10131172839506167
Encoded,encoded,MLP,KMeans,2,20,Nursery,KNeighborsClassifier,centroid,0.0661265432098765
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Nursery,KNeighborsClassifier,centroid,0.0007716049382715401
Original,original,,KMeans,0,20,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,20,Nursery,KNeighborsClassifier,centroid,0.10532407407407407
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Nursery,KNeighborsClassifier,centroid,0.10964506172839503
Encoded,encoded,GNN,KMeans,2,20,Nursery,KNeighborsClassifier,centroid,0.03942901234567896
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,20,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,20,Nursery,KNeighborsClassifier,closest,0.11203703703703698
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Nursery,KNeighborsClassifier,closest,0.11118827160493823
Encoded,encoded,MLP,KMeans,4,20,Nursery,KNeighborsClassifier,closest,0.1773919753086419
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Nursery,KNeighborsClassifier,closest,0.00308641975308634
Original,original,,KMeans,1,20,Nursery,KNeighborsClassifier,closest,0.10702160493827154
Decoded,decoded,GNN,KMeans,1,20,Nursery,KNeighborsClassifier,closest,0.09783950617283944
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Nursery,KNeighborsClassifier,closest,0.11597222222222218
Encoded,encoded,GNN,KMeans,4,20,Nursery,KNeighborsClassifier,closest,0.13047839506172837
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,2,20,Nursery,KNeighborsClassifier,closest,0.10702160493827154
Decoded,decoded,MLP,Agglo,4,20,Nursery,LogisticRegression,centroid,0.1743827160493827
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,3,20,Nursery,LogisticRegression,centroid,0.0042438271604938
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,Nursery,LogisticRegression,centroid,0.0007716049382715
Original,original,,Agglo,0,20,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,20,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,20,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,20,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,2,20,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,20,Nursery,LogisticRegression,closest,0.0138888888888888
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,Nursery,LogisticRegression,closest,0.0007716049382715
Original,original,,Agglo,0,20,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,3,20,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,4,20,Nursery,LogisticRegression,closest,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,20,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,4,20,Nursery,LogisticRegression,centroid,0.1045524691358024
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Nursery,LogisticRegression,centroid,0.00354938271604932
Encoded,encoded,MLP,KIP,3,20,Nursery,LogisticRegression,centroid,0.07808641975308642
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,Nursery,LogisticRegression,centroid,0.00578703703703698
Original,original,,KIP,0,20,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,20,Nursery,LogisticRegression,centroid,0.16103395061728393
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Nursery,LogisticRegression,centroid,0.010725308641975299
Encoded,encoded,GNN,KIP,3,20,Nursery,LogisticRegression,centroid,0.040972222222222146
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,20,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,4,20,Nursery,LogisticRegression,centroid,0.008796296296296259
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,3,20,Nursery,LogisticRegression,centroid,0.00347222222222218
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,Nursery,LogisticRegression,centroid,0.00046296296296290004
Original,original,,KMeans,0,20,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,3,20,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Nursery,LogisticRegression,centroid,0.00030864197530864
Encoded,encoded,GNN,KMeans,2,20,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,20,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,20,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,20,Nursery,LogisticRegression,closest,0.01836419753086414
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,Nursery,LogisticRegression,closest,0.0001543209876543
Original,original,,KMeans,0,20,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,3,20,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,4,20,Nursery,LogisticRegression,closest,0.00030864197530864
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,20,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,4,20,Nursery,MLPClassifier,centroid,0.1859567901234569
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Nursery,MLPClassifier,centroid,0.0941358024691357
Encoded,encoded,MLP,Agglo,2,20,Nursery,MLPClassifier,centroid,0.0069444444444444
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Nursery,MLPClassifier,centroid,0.0023148148148148
Original,original,,Agglo,0,20,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,20,Nursery,MLPClassifier,centroid,0.0007716049382715
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Nursery,MLPClassifier,centroid,0.2106481481481481
Encoded,encoded,GNN,Agglo,3,20,Nursery,MLPClassifier,centroid,0.0015432098765432
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,20,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,4,20,Nursery,MLPClassifier,closest,0.0524691358024691
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Nursery,MLPClassifier,closest,0.0019290123456789
Encoded,encoded,MLP,Agglo,3,20,Nursery,MLPClassifier,closest,0.0223765432098765
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,1,20,Nursery,MLPClassifier,closest,0.0019290123456789
Decoded,decoded,GNN,Agglo,1,20,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Nursery,MLPClassifier,closest,0.0339506172839505
Encoded,encoded,GNN,Agglo,3,20,Nursery,MLPClassifier,closest,0.0100308641975308
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,2,20,Nursery,MLPClassifier,closest,0.0019290123456789
Decoded,decoded,MLP,KIP,4,20,Nursery,MLPClassifier,centroid,0.16427469135802467
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Nursery,MLPClassifier,centroid,0.05964506172839503
Encoded,encoded,MLP,KIP,3,20,Nursery,MLPClassifier,centroid,0.0774691358024691
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,Nursery,MLPClassifier,centroid,0.00594135802469132
Original,original,,KIP,0,20,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,20,Nursery,MLPClassifier,centroid,0.203395061728395
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Nursery,MLPClassifier,centroid,0.057021604938271554
Encoded,encoded,GNN,KIP,3,20,Nursery,MLPClassifier,centroid,0.08479938271604932
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,20,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,20,Nursery,MLPClassifier,centroid,0.05910493827160489
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Nursery,MLPClassifier,centroid,0.07978395061728391
Encoded,encoded,MLP,KMeans,2,20,Nursery,MLPClassifier,centroid,0.004938271604938259
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,Nursery,MLPClassifier,centroid,0.00169753086419752
Original,original,,KMeans,0,20,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,20,Nursery,MLPClassifier,centroid,0.05393518518518516
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Nursery,MLPClassifier,centroid,0.09344135802469133
Encoded,encoded,GNN,KMeans,2,20,Nursery,MLPClassifier,centroid,0.0007716049382714999
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,20,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,1,20,Nursery,MLPClassifier,closest,0.006172839506172781
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Nursery,MLPClassifier,closest,0.04151234567901232
Encoded,encoded,MLP,KMeans,2,20,Nursery,MLPClassifier,closest,0.029243827160493764
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Nursery,MLPClassifier,closest,0.00092592592592584
Original,original,,KMeans,3,20,Nursery,MLPClassifier,closest,0.03055555555555554
Decoded,decoded,GNN,KMeans,2,20,Nursery,MLPClassifier,closest,0.01242283950617276
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Nursery,MLPClassifier,closest,0.06512345679012346
Encoded,encoded,GNN,KMeans,1,20,Nursery,MLPClassifier,closest,0.003858024691358
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,3,20,Nursery,MLPClassifier,closest,0.03055555555555554
Decoded,decoded,MLP,Agglo,2,20,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,20,Nursery,XGBClassifier,centroid,0.2145061728395061
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,Nursery,XGBClassifier,centroid,0.0914351851851851
Original,original,,Agglo,0,20,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,20,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,20,Nursery,XGBClassifier,centroid,0.214891975308642
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,Nursery,XGBClassifier,centroid,0.1265432098765432
Original,original,,Agglo,0,20,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,20,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,20,Nursery,XGBClassifier,closest,0.2002314814814815
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,Nursery,XGBClassifier,closest,0.0976080246913579
Original,original,,Agglo,0,20,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,20,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,20,Nursery,XGBClassifier,closest,0.1844135802469135
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,Nursery,XGBClassifier,closest,0.0069444444444444
Original,original,,Agglo,0,20,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,20,Nursery,XGBClassifier,centroid,0.052391975308641904
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,20,Nursery,XGBClassifier,centroid,0.16921296296296293
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,Nursery,XGBClassifier,centroid,0.045370370370370325
Original,original,,KIP,0,20,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,20,Nursery,XGBClassifier,centroid,0.1501543209876543
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,Nursery,XGBClassifier,centroid,0.00115740740740738
Encoded,encoded,GNN,KIP,4,20,Nursery,XGBClassifier,centroid,0.2631944444444444
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,Nursery,XGBClassifier,centroid,0.00524691358024688
Original,original,,KIP,0,20,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,20,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,20,Nursery,XGBClassifier,centroid,0.2034722222222222
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,Nursery,XGBClassifier,centroid,0.09143518518518512
Original,original,,KMeans,0,20,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,20,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,3,20,Nursery,XGBClassifier,centroid,0.10771604938271603
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,20,Nursery,XGBClassifier,centroid,0.11975308641975306
Original,original,,KMeans,0,20,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,20,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,20,Nursery,XGBClassifier,closest,0.17847222222222217
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,Nursery,XGBClassifier,closest,0.09521604938271594
Original,original,,KMeans,0,20,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,20,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,20,Nursery,XGBClassifier,closest,0.15594135802469128
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,Nursery,XGBClassifier,closest,0.03202160493827156
Original,original,,KMeans,0,20,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,GaussianNB,centroid,-0.0625450948918127
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,OnlineShoppers,GaussianNB,centroid,-0.1041134648280112
Encoded,encoded,MLP,Agglo,1,20,OnlineShoppers,GaussianNB,centroid,-0.1547697221749316
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,GaussianNB,centroid,-0.2058759150716248
Original,original,,Agglo,3,20,OnlineShoppers,GaussianNB,centroid,-0.0886332498317809
Decoded,decoded,GNN,Agglo,4,20,OnlineShoppers,GaussianNB,centroid,0.0892128965310373
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,OnlineShoppers,GaussianNB,centroid,-0.0981021637441124
Encoded,encoded,GNN,Agglo,1,20,OnlineShoppers,GaussianNB,centroid,-0.1145106241538374
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,GaussianNB,centroid,-0.1221392611328647
Original,original,,Agglo,3,20,OnlineShoppers,GaussianNB,centroid,-0.0886332498317809
Decoded,decoded,MLP,Agglo,3,20,OnlineShoppers,GaussianNB,closest,-0.0940284229556306
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,OnlineShoppers,GaussianNB,closest,-0.1023947920973482
Encoded,encoded,MLP,Agglo,1,20,OnlineShoppers,GaussianNB,closest,-0.1814537377078418
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,GaussianNB,closest,-0.1878947069744064
Original,original,,Agglo,4,20,OnlineShoppers,GaussianNB,closest,-0.0699872720934569
Decoded,decoded,GNN,Agglo,3,20,OnlineShoppers,GaussianNB,closest,-0.1057591750370892
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,OnlineShoppers,GaussianNB,closest,-0.1213366733954324
Encoded,encoded,GNN,Agglo,2,20,OnlineShoppers,GaussianNB,closest,-0.1081547778291218
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,GaussianNB,closest,-0.1373357329895987
Original,original,,Agglo,4,20,OnlineShoppers,GaussianNB,closest,-0.0699872720934569
Decoded,decoded,MLP,KIP,3,20,OnlineShoppers,GaussianNB,centroid,-0.0007280038264788399
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,OnlineShoppers,GaussianNB,centroid,-0.09098102163744104
Encoded,encoded,MLP,KIP,2,20,OnlineShoppers,GaussianNB,centroid,-0.08577230829097449
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,OnlineShoppers,GaussianNB,centroid,-0.1616565735178474
Original,original,,KIP,4,20,OnlineShoppers,GaussianNB,centroid,0.013749381845303221
Decoded,decoded,GNN,KIP,3,20,OnlineShoppers,GaussianNB,centroid,-0.010581997713840937
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,OnlineShoppers,GaussianNB,centroid,-0.046377410803317344
Encoded,encoded,GNN,KIP,1,20,OnlineShoppers,GaussianNB,centroid,-0.04861817091065332
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,OnlineShoppers,GaussianNB,centroid,-0.14602151583692055
Original,original,,KIP,4,20,OnlineShoppers,GaussianNB,centroid,0.013749381845303221
Decoded,decoded,MLP,KMeans,3,20,OnlineShoppers,GaussianNB,centroid,-0.10696143525386903
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,OnlineShoppers,GaussianNB,centroid,-0.04680140412319311
Encoded,encoded,MLP,KMeans,1,20,OnlineShoppers,GaussianNB,centroid,-0.18212823568515857
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,GaussianNB,centroid,-0.20616857585264808
Original,original,,KMeans,2,20,OnlineShoppers,GaussianNB,centroid,-0.11394232718016065
Decoded,decoded,GNN,KMeans,4,20,OnlineShoppers,GaussianNB,centroid,0.01187343434589106
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,OnlineShoppers,GaussianNB,centroid,-0.10723950353057529
Encoded,encoded,GNN,KMeans,2,20,OnlineShoppers,GaussianNB,centroid,-0.10868335076326899
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,GaussianNB,centroid,-0.12721096707768878
Original,original,,KMeans,1,20,OnlineShoppers,GaussianNB,centroid,-0.11394232718016065
Decoded,decoded,MLP,KMeans,2,20,OnlineShoppers,GaussianNB,closest,-0.11030717221587179
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,OnlineShoppers,GaussianNB,closest,-0.016577084904054303
Encoded,encoded,MLP,KMeans,1,20,OnlineShoppers,GaussianNB,closest,-0.14084604097250925
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,GaussianNB,closest,-0.1949534255903884
Original,original,,KMeans,3,20,OnlineShoppers,GaussianNB,closest,-0.09622702693938423
Decoded,decoded,GNN,KMeans,4,20,OnlineShoppers,GaussianNB,closest,-0.06653128065439265
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,OnlineShoppers,GaussianNB,closest,-0.11211421066712055
Encoded,encoded,GNN,KMeans,3,20,OnlineShoppers,GaussianNB,closest,-0.075678348777067
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,GaussianNB,closest,-0.14548807873466768
Original,original,,KMeans,2,20,OnlineShoppers,GaussianNB,closest,-0.09622702693938423
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0190199000613655
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.0326606469711581
Encoded,encoded,MLP,Agglo,2,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.011680547032524
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.0495555360743403
Original,original,,Agglo,3,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0093311124747961
Decoded,decoded,GNN,Agglo,4,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0291890944157095
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0275585167002716
Encoded,encoded,GNN,Agglo,2,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0202086438152011
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.0249671254492856
Original,original,,Agglo,1,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0093311124747961
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,KNeighborsClassifier,closest,0.0471745419479265
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,OnlineShoppers,KNeighborsClassifier,closest,-0.0245778907688264
Encoded,encoded,MLP,Agglo,2,20,OnlineShoppers,KNeighborsClassifier,closest,0.0428964670816164
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,KNeighborsClassifier,closest,-0.0257561146664329
Original,original,,Agglo,3,20,OnlineShoppers,KNeighborsClassifier,closest,0.0437275357236785
Decoded,decoded,GNN,Agglo,2,20,OnlineShoppers,KNeighborsClassifier,closest,0.0139879021653369
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,OnlineShoppers,KNeighborsClassifier,closest,0.0079565179275881
Encoded,encoded,GNN,Agglo,4,20,OnlineShoppers,KNeighborsClassifier,closest,0.0567020250723238
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,KNeighborsClassifier,closest,-0.0018409748400106
Original,original,,Agglo,3,20,OnlineShoppers,KNeighborsClassifier,closest,0.0437275357236785
Decoded,decoded,MLP,KIP,2,20,OnlineShoppers,KNeighborsClassifier,centroid,0.11420496186552105
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0915816603839746
Encoded,encoded,MLP,KIP,3,20,OnlineShoppers,KNeighborsClassifier,centroid,0.14127044797054433
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,OnlineShoppers,KNeighborsClassifier,centroid,0.03629140001753298
Original,original,,KIP,4,20,OnlineShoppers,KNeighborsClassifier,centroid,0.15974471815551844
Decoded,decoded,GNN,KIP,1,20,OnlineShoppers,KNeighborsClassifier,centroid,0.10067853072674655
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,OnlineShoppers,KNeighborsClassifier,centroid,0.12234522661523614
Encoded,encoded,GNN,KIP,2,20,OnlineShoppers,KNeighborsClassifier,centroid,0.12000911720873138
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,OnlineShoppers,KNeighborsClassifier,centroid,0.07159884281581472
Original,original,,KIP,4,20,OnlineShoppers,KNeighborsClassifier,centroid,0.15974471815551844
Decoded,decoded,MLP,KMeans,4,20,OnlineShoppers,KNeighborsClassifier,centroid,0.026541597264837243
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.014461997019374182
Encoded,encoded,MLP,KMeans,3,20,OnlineShoppers,KNeighborsClassifier,centroid,0.01582326641535884
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.04081423687209616
Original,original,,KMeans,0,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.05754852283685462
Decoded,decoded,GNN,KMeans,3,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0357682125010957
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,OnlineShoppers,KNeighborsClassifier,centroid,0.0328759533619706
Encoded,encoded,GNN,KMeans,4,20,OnlineShoppers,KNeighborsClassifier,centroid,0.05008433418076612
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.01730796879109328
Original,original,,KMeans,0,20,OnlineShoppers,KNeighborsClassifier,centroid,-0.05754852283685462
Decoded,decoded,MLP,KMeans,1,20,OnlineShoppers,KNeighborsClassifier,closest,0.023188568422898077
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,OnlineShoppers,KNeighborsClassifier,closest,0.0284555097746996
Encoded,encoded,MLP,KMeans,3,20,OnlineShoppers,KNeighborsClassifier,closest,0.03078951520995868
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,KNeighborsClassifier,closest,-0.02203418953274312
Original,original,,KMeans,4,20,OnlineShoppers,KNeighborsClassifier,closest,0.050076619619531734
Decoded,decoded,GNN,KMeans,2,20,OnlineShoppers,KNeighborsClassifier,closest,0.038073463662663176
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,OnlineShoppers,KNeighborsClassifier,closest,0.01776312790391852
Encoded,encoded,GNN,KMeans,4,20,OnlineShoppers,KNeighborsClassifier,closest,0.08676917682124999
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,KNeighborsClassifier,closest,0.013049530989743022
Original,original,,KMeans,3,20,OnlineShoppers,KNeighborsClassifier,closest,0.050076619619531734
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,LogisticRegression,centroid,0.2684217646133162
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,OnlineShoppers,LogisticRegression,centroid,0.2386139953232972
Encoded,encoded,MLP,Agglo,2,20,OnlineShoppers,LogisticRegression,centroid,0.2497591249541026
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,OnlineShoppers,LogisticRegression,centroid,0.2560011705560969
Original,original,,Agglo,0,20,OnlineShoppers,LogisticRegression,centroid,0.1743797295021548
Decoded,decoded,GNN,Agglo,4,20,OnlineShoppers,LogisticRegression,centroid,0.2691671659014799
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,OnlineShoppers,LogisticRegression,centroid,0.2144574720957647
Encoded,encoded,GNN,Agglo,3,20,OnlineShoppers,LogisticRegression,centroid,0.2298237816139869
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,OnlineShoppers,LogisticRegression,centroid,0.1833631953972851
Original,original,,Agglo,0,20,OnlineShoppers,LogisticRegression,centroid,0.1743797295021548
Decoded,decoded,MLP,Agglo,3,20,OnlineShoppers,LogisticRegression,closest,0.2503940964217978
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,LogisticRegression,closest,0.2111224915176093
Encoded,encoded,MLP,Agglo,4,20,OnlineShoppers,LogisticRegression,closest,0.2526468647593595
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,OnlineShoppers,LogisticRegression,closest,0.2243078120815745
Original,original,,Agglo,1,20,OnlineShoppers,LogisticRegression,closest,0.2226458432835203
Decoded,decoded,GNN,Agglo,2,20,OnlineShoppers,LogisticRegression,closest,0.2400606259714373
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,OnlineShoppers,LogisticRegression,closest,0.2604294063568926
Encoded,encoded,GNN,Agglo,4,20,OnlineShoppers,LogisticRegression,closest,0.2939365746326138
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,LogisticRegression,closest,0.2132178973610033
Original,original,,Agglo,1,20,OnlineShoppers,LogisticRegression,closest,0.2226458432835203
Decoded,decoded,MLP,KIP,3,20,OnlineShoppers,LogisticRegression,centroid,0.26839250071089193
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,OnlineShoppers,LogisticRegression,centroid,0.24512825043274683
Encoded,encoded,MLP,KIP,4,20,OnlineShoppers,LogisticRegression,centroid,0.2790567084735561
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,OnlineShoppers,LogisticRegression,centroid,0.16932204372468745
Original,original,,KIP,1,20,OnlineShoppers,LogisticRegression,centroid,0.2419440065595313
Decoded,decoded,GNN,KIP,4,20,OnlineShoppers,LogisticRegression,centroid,0.29306197045450155
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,OnlineShoppers,LogisticRegression,centroid,0.29207804075412525
Encoded,encoded,GNN,KIP,2,20,OnlineShoppers,LogisticRegression,centroid,0.2795039492464545
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,OnlineShoppers,LogisticRegression,centroid,0.23708730305531706
Original,original,,KIP,1,20,OnlineShoppers,LogisticRegression,centroid,0.2419440065595313
Decoded,decoded,MLP,KMeans,2,20,OnlineShoppers,LogisticRegression,centroid,0.23711104546671785
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,OnlineShoppers,LogisticRegression,centroid,0.2319208439046879
Encoded,encoded,MLP,KMeans,4,20,OnlineShoppers,LogisticRegression,centroid,0.2743347293503138
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,20,OnlineShoppers,LogisticRegression,centroid,0.2533839838109883
Original,original,,KMeans,0,20,OnlineShoppers,LogisticRegression,centroid,0.16064943777417648
Decoded,decoded,GNN,KMeans,4,20,OnlineShoppers,LogisticRegression,centroid,0.2628053039442771
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,OnlineShoppers,LogisticRegression,centroid,0.22082430339488876
Encoded,encoded,GNN,KMeans,3,20,OnlineShoppers,LogisticRegression,centroid,0.23702380590854752
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,OnlineShoppers,LogisticRegression,centroid,0.19699796533055786
Original,original,,KMeans,0,20,OnlineShoppers,LogisticRegression,centroid,0.16064943777417648
Decoded,decoded,MLP,KMeans,0,20,OnlineShoppers,LogisticRegression,closest,0.21128316690639135
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,OnlineShoppers,LogisticRegression,closest,0.22282529174178195
Encoded,encoded,MLP,KMeans,4,20,OnlineShoppers,LogisticRegression,closest,0.2875349579400421
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,OnlineShoppers,LogisticRegression,closest,0.23229464884697465
Original,original,,KMeans,3,20,OnlineShoppers,LogisticRegression,closest,0.24313002283136526
Decoded,decoded,GNN,KMeans,3,20,OnlineShoppers,LogisticRegression,closest,0.2550332531796886
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,OnlineShoppers,LogisticRegression,closest,0.23353753647635006
Encoded,encoded,GNN,KMeans,4,20,OnlineShoppers,LogisticRegression,closest,0.2674350741674282
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,LogisticRegression,closest,0.21998172386471238
Original,original,,KMeans,2,20,OnlineShoppers,LogisticRegression,closest,0.24313002283136526
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,MLPClassifier,centroid,0.185074747399449
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,OnlineShoppers,MLPClassifier,centroid,0.1331196362179338
Encoded,encoded,MLP,Agglo,3,20,OnlineShoppers,MLPClassifier,centroid,0.1544738174442695
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,MLPClassifier,centroid,0.07592770328404
Original,original,,Agglo,1,20,OnlineShoppers,MLPClassifier,centroid,0.113181819593665
Decoded,decoded,GNN,Agglo,4,20,OnlineShoppers,MLPClassifier,centroid,0.2373125102888328
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,OnlineShoppers,MLPClassifier,centroid,0.1268174349512814
Encoded,encoded,GNN,Agglo,1,20,OnlineShoppers,MLPClassifier,centroid,0.1100322719917006
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,MLPClassifier,centroid,0.0785802808501916
Original,original,,Agglo,2,20,OnlineShoppers,MLPClassifier,centroid,0.113181819593665
Decoded,decoded,MLP,Agglo,3,20,OnlineShoppers,MLPClassifier,closest,0.1772288329590527
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,OnlineShoppers,MLPClassifier,closest,0.1337967578917289
Encoded,encoded,MLP,Agglo,2,20,OnlineShoppers,MLPClassifier,closest,0.1390832766476887
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,MLPClassifier,closest,0.0785088414075434
Original,original,,Agglo,4,20,OnlineShoppers,MLPClassifier,closest,0.1860407329065603
Decoded,decoded,GNN,Agglo,3,20,OnlineShoppers,MLPClassifier,closest,0.1747936797835695
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,OnlineShoppers,MLPClassifier,closest,0.1144739416867784
Encoded,encoded,GNN,Agglo,2,20,OnlineShoppers,MLPClassifier,closest,0.1688828424201199
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,MLPClassifier,closest,0.0922935477759038
Original,original,,Agglo,4,20,OnlineShoppers,MLPClassifier,closest,0.1860407329065603
Decoded,decoded,MLP,KIP,3,20,OnlineShoppers,MLPClassifier,centroid,0.19179440349618432
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,OnlineShoppers,MLPClassifier,centroid,0.16902447888032657
Encoded,encoded,MLP,KIP,4,20,OnlineShoppers,MLPClassifier,centroid,0.19962043913514796
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,OnlineShoppers,MLPClassifier,centroid,0.08024699410779902
Original,original,,KIP,1,20,OnlineShoppers,MLPClassifier,centroid,0.15907575997589696
Decoded,decoded,GNN,KIP,4,20,OnlineShoppers,MLPClassifier,centroid,0.21848728533224002
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,OnlineShoppers,MLPClassifier,centroid,0.21007358262592754
Encoded,encoded,GNN,KIP,2,20,OnlineShoppers,MLPClassifier,centroid,0.16106985224459627
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,OnlineShoppers,MLPClassifier,centroid,0.12023755167711866
Original,original,,KIP,1,20,OnlineShoppers,MLPClassifier,centroid,0.15907575997589696
Decoded,decoded,MLP,KMeans,3,20,OnlineShoppers,MLPClassifier,centroid,0.14227755155287616
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,OnlineShoppers,MLPClassifier,centroid,0.14906678345462512
Encoded,encoded,MLP,KMeans,2,20,OnlineShoppers,MLPClassifier,centroid,0.12993964920127596
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,MLPClassifier,centroid,0.08149563132277897
Original,original,,KMeans,1,20,OnlineShoppers,MLPClassifier,centroid,0.09111572879102722
Decoded,decoded,GNN,KMeans,4,20,OnlineShoppers,MLPClassifier,centroid,0.1937592987752795
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,OnlineShoppers,MLPClassifier,centroid,0.14165633900810998
Encoded,encoded,GNN,KMeans,2,20,OnlineShoppers,MLPClassifier,centroid,0.1304714071395959
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,MLPClassifier,centroid,0.08577516454367287
Original,original,,KMeans,1,20,OnlineShoppers,MLPClassifier,centroid,0.09111572879102722
Decoded,decoded,MLP,KMeans,2,20,OnlineShoppers,MLPClassifier,closest,0.1387962764520067
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,OnlineShoppers,MLPClassifier,closest,0.13688853272702992
Encoded,encoded,MLP,KMeans,4,20,OnlineShoppers,MLPClassifier,closest,0.16286080801115702
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,MLPClassifier,closest,0.09827209730673309
Original,original,,KMeans,3,20,OnlineShoppers,MLPClassifier,closest,0.1540942565794174
Decoded,decoded,GNN,KMeans,4,20,OnlineShoppers,MLPClassifier,closest,0.17295489065106182
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,OnlineShoppers,MLPClassifier,closest,0.14900714705032753
Encoded,encoded,GNN,KMeans,1,20,OnlineShoppers,MLPClassifier,closest,0.1450388413143616
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,MLPClassifier,closest,0.10117191746570138
Original,original,,KMeans,3,20,OnlineShoppers,MLPClassifier,closest,0.1540942565794174
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,XGBClassifier,centroid,0.3266238071265677
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,OnlineShoppers,XGBClassifier,centroid,0.234197951655099
Encoded,encoded,MLP,Agglo,3,20,OnlineShoppers,XGBClassifier,centroid,0.2509758935718942
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,XGBClassifier,centroid,0.190763466506012
Original,original,,Agglo,2,20,OnlineShoppers,XGBClassifier,centroid,0.2492703149543482
Decoded,decoded,GNN,Agglo,1,20,OnlineShoppers,XGBClassifier,centroid,0.2319834503855432
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,OnlineShoppers,XGBClassifier,centroid,0.3304228459504887
Encoded,encoded,GNN,Agglo,2,20,OnlineShoppers,XGBClassifier,centroid,0.2389405605851785
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,OnlineShoppers,XGBClassifier,centroid,0.2260331817569109
Original,original,,Agglo,3,20,OnlineShoppers,XGBClassifier,centroid,0.2492703149543482
Decoded,decoded,MLP,Agglo,4,20,OnlineShoppers,XGBClassifier,closest,0.2535370124314674
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,OnlineShoppers,XGBClassifier,closest,0.2509153730403038
Encoded,encoded,MLP,Agglo,1,20,OnlineShoppers,XGBClassifier,closest,0.2484945517766902
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,OnlineShoppers,XGBClassifier,closest,0.1975995356424667
Original,original,,Agglo,3,20,OnlineShoppers,XGBClassifier,closest,0.2520570103407581
Decoded,decoded,GNN,Agglo,0,20,OnlineShoppers,XGBClassifier,closest,0.2470283043522514
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,OnlineShoppers,XGBClassifier,closest,0.3154247578491002
Encoded,encoded,GNN,Agglo,2,20,OnlineShoppers,XGBClassifier,closest,0.2636879561391201
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,OnlineShoppers,XGBClassifier,closest,0.3014005001196656
Original,original,,Agglo,1,20,OnlineShoppers,XGBClassifier,closest,0.2520570103407581
Decoded,decoded,MLP,KIP,2,20,OnlineShoppers,XGBClassifier,centroid,0.2829026747324029
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,OnlineShoppers,XGBClassifier,centroid,0.27080131934758855
Encoded,encoded,MLP,KIP,3,20,OnlineShoppers,XGBClassifier,centroid,0.32374247963621655
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,OnlineShoppers,XGBClassifier,centroid,0.22189412758278246
Original,original,,KIP,4,20,OnlineShoppers,XGBClassifier,centroid,0.3701056083276251
Decoded,decoded,GNN,KIP,2,20,OnlineShoppers,XGBClassifier,centroid,0.31494004340972676
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,OnlineShoppers,XGBClassifier,centroid,0.31936409426898066
Encoded,encoded,GNN,KIP,1,20,OnlineShoppers,XGBClassifier,centroid,0.3141450236992899
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,OnlineShoppers,XGBClassifier,centroid,0.26792439335044393
Original,original,,KIP,4,20,OnlineShoppers,XGBClassifier,centroid,0.3701056083276251
Decoded,decoded,MLP,KMeans,3,20,OnlineShoppers,XGBClassifier,centroid,0.28164109674206966
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,OnlineShoppers,XGBClassifier,centroid,0.2316076729030323
Encoded,encoded,MLP,KMeans,2,20,OnlineShoppers,XGBClassifier,centroid,0.24728524151818498
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,XGBClassifier,centroid,0.20553267696065883
Original,original,,KMeans,4,20,OnlineShoppers,XGBClassifier,centroid,0.3801013993997463
Decoded,decoded,GNN,KMeans,2,20,OnlineShoppers,XGBClassifier,centroid,0.2551534608115803
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,OnlineShoppers,XGBClassifier,centroid,0.2769804656229625
Encoded,encoded,GNN,KMeans,1,20,OnlineShoppers,XGBClassifier,centroid,0.2534737409666229
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,XGBClassifier,centroid,0.2065213623721847
Original,original,,KMeans,4,20,OnlineShoppers,XGBClassifier,centroid,0.3801013993997463
Decoded,decoded,MLP,KMeans,1,20,OnlineShoppers,XGBClassifier,closest,0.21533645289164344
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,OnlineShoppers,XGBClassifier,closest,0.24479619710986947
Encoded,encoded,MLP,KMeans,4,20,OnlineShoppers,XGBClassifier,closest,0.2904677411811957
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,OnlineShoppers,XGBClassifier,closest,0.2071408725410095
Original,original,,KMeans,3,20,OnlineShoppers,XGBClassifier,closest,0.2596897497476018
Decoded,decoded,GNN,KMeans,4,20,OnlineShoppers,XGBClassifier,closest,0.2901816441227686
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,OnlineShoppers,XGBClassifier,closest,0.2591406634700822
Encoded,encoded,GNN,KMeans,3,20,OnlineShoppers,XGBClassifier,closest,0.27113583283128795
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,OnlineShoppers,XGBClassifier,closest,0.2406015740840079
Original,original,,KMeans,2,20,OnlineShoppers,XGBClassifier,closest,0.2596897497476018
Decoded,decoded,MLP,Agglo,3,20,PhishingWebsites,GaussianNB,centroid,-0.1304475421863536
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,PhishingWebsites,GaussianNB,centroid,-0.2130175034063516
Encoded,encoded,MLP,Agglo,2,20,PhishingWebsites,GaussianNB,centroid,-0.211382454669322
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,GaussianNB,centroid,-0.300199140551305
Original,original,,Agglo,4,20,PhishingWebsites,GaussianNB,centroid,-0.0794465988890052
Decoded,decoded,GNN,Agglo,3,20,PhishingWebsites,GaussianNB,centroid,-0.0997170107955141
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,PhishingWebsites,GaussianNB,centroid,-0.1748663662089927
Encoded,encoded,GNN,Agglo,2,20,PhishingWebsites,GaussianNB,centroid,-0.1697725605282466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,PhishingWebsites,GaussianNB,centroid,-0.2605177654333928
Original,original,,Agglo,4,20,PhishingWebsites,GaussianNB,centroid,-0.0794465988890052
Decoded,decoded,MLP,Agglo,4,20,PhishingWebsites,GaussianNB,closest,-0.077580966355728
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,PhishingWebsites,GaussianNB,closest,-0.2435593753275337
Encoded,encoded,MLP,Agglo,2,20,PhishingWebsites,GaussianNB,closest,-0.1754113824546693
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,GaussianNB,closest,-0.2797191070118436
Original,original,,Agglo,3,20,PhishingWebsites,GaussianNB,closest,-0.157090451734619
Decoded,decoded,GNN,Agglo,4,20,PhishingWebsites,GaussianNB,closest,-0.0977256052824653
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,PhishingWebsites,GaussianNB,closest,-0.1725395660832198
Encoded,encoded,GNN,Agglo,1,20,PhishingWebsites,GaussianNB,closest,-0.1850330154071901
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,PhishingWebsites,GaussianNB,closest,-0.2560318624882087
Original,original,,Agglo,3,20,PhishingWebsites,GaussianNB,closest,-0.157090451734619
Decoded,decoded,MLP,KIP,4,20,PhishingWebsites,GaussianNB,centroid,0.08635153547846122
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,PhishingWebsites,GaussianNB,centroid,-0.03326695314956504
Encoded,encoded,MLP,KIP,1,20,PhishingWebsites,GaussianNB,centroid,-0.0967655382035427
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,PhishingWebsites,GaussianNB,centroid,-0.25159626873493346
Original,original,,KIP,2,20,PhishingWebsites,GaussianNB,centroid,-0.05003249135310768
Decoded,decoded,GNN,KIP,4,20,PhishingWebsites,GaussianNB,centroid,0.15882192642280674
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,PhishingWebsites,GaussianNB,centroid,0.04633476574782518
Encoded,encoded,GNN,KIP,2,20,PhishingWebsites,GaussianNB,centroid,-0.0351535478461377
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,PhishingWebsites,GaussianNB,centroid,-0.20005030919190864
Original,original,,KIP,1,20,PhishingWebsites,GaussianNB,centroid,-0.05003249135310768
Decoded,decoded,MLP,KMeans,3,20,PhishingWebsites,GaussianNB,centroid,-0.14780002096216333
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,PhishingWebsites,GaussianNB,centroid,-0.20460329105963737
Encoded,encoded,MLP,KMeans,1,20,PhishingWebsites,GaussianNB,centroid,-0.20683366523425223
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,GaussianNB,centroid,-0.29797715124200824
Original,original,,KMeans,4,20,PhishingWebsites,GaussianNB,centroid,-0.14712923173671524
Decoded,decoded,GNN,KMeans,1,20,PhishingWebsites,GaussianNB,centroid,-0.21432973482863438
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,PhishingWebsites,GaussianNB,centroid,-0.2041043915732103
Encoded,encoded,GNN,KMeans,3,20,PhishingWebsites,GaussianNB,centroid,-0.17834189288334565
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,PhishingWebsites,GaussianNB,centroid,-0.261783880096426
Original,original,,KMeans,4,20,PhishingWebsites,GaussianNB,centroid,-0.14712923173671524
Decoded,decoded,MLP,KMeans,1,20,PhishingWebsites,GaussianNB,closest,-0.18028718163714497
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,PhishingWebsites,GaussianNB,closest,-0.14574992139188758
Encoded,encoded,MLP,KMeans,3,20,PhishingWebsites,GaussianNB,closest,-0.16815847395451214
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,GaussianNB,closest,-0.27820983125458554
Original,original,,KMeans,2,20,PhishingWebsites,GaussianNB,closest,-0.17108059951787022
Decoded,decoded,GNN,KMeans,2,20,PhishingWebsites,GaussianNB,closest,-0.1717430038780002
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,PhishingWebsites,GaussianNB,closest,-0.19295671313279533
Encoded,encoded,GNN,KMeans,4,20,PhishingWebsites,GaussianNB,closest,-0.15949271564825493
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,PhishingWebsites,GaussianNB,closest,-0.2546986689026308
Original,original,,KMeans,3,20,PhishingWebsites,GaussianNB,closest,-0.17108059951787022
Decoded,decoded,MLP,Agglo,3,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0694118977972428
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0776217334389191
Encoded,encoded,MLP,Agglo,2,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0420673271166993
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,KNeighborsClassifier,centroid,-0.0030221245373886
Original,original,,Agglo,1,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0403704122695024
Decoded,decoded,GNN,Agglo,4,20,PhishingWebsites,KNeighborsClassifier,centroid,0.1036087722417052
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0958514472259482
Encoded,encoded,GNN,Agglo,2,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0836013381385651
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0289445189650435
Original,original,,Agglo,1,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0403704122695024
Decoded,decoded,MLP,Agglo,4,20,PhishingWebsites,KNeighborsClassifier,closest,0.0954797420689432
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,PhishingWebsites,KNeighborsClassifier,closest,0.0649191137256169
Encoded,encoded,MLP,Agglo,2,20,PhishingWebsites,KNeighborsClassifier,closest,0.0668907671671218
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,KNeighborsClassifier,closest,0.0061088934499087
Original,original,,Agglo,3,20,PhishingWebsites,KNeighborsClassifier,closest,0.0857184414241155
Decoded,decoded,GNN,Agglo,4,20,PhishingWebsites,KNeighborsClassifier,closest,0.1088126444397757
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,PhishingWebsites,KNeighborsClassifier,closest,0.0933787998771757
Encoded,encoded,GNN,Agglo,2,20,PhishingWebsites,KNeighborsClassifier,closest,0.0931363834704331
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,PhishingWebsites,KNeighborsClassifier,closest,0.0465924333758909
Original,original,,Agglo,1,20,PhishingWebsites,KNeighborsClassifier,closest,0.0857184414241155
Decoded,decoded,MLP,KIP,1,20,PhishingWebsites,KNeighborsClassifier,centroid,0.19441472598865486
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,PhishingWebsites,KNeighborsClassifier,centroid,0.1993600206862
Encoded,encoded,MLP,KIP,3,20,PhishingWebsites,KNeighborsClassifier,centroid,0.23267773162887667
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,PhishingWebsites,KNeighborsClassifier,centroid,0.08164584579084307
Original,original,,KIP,4,20,PhishingWebsites,KNeighborsClassifier,centroid,0.29409635244113314
Decoded,decoded,GNN,KIP,2,20,PhishingWebsites,KNeighborsClassifier,centroid,0.22794253115050825
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,PhishingWebsites,KNeighborsClassifier,centroid,0.1846728186563666
Encoded,encoded,GNN,KIP,3,20,PhishingWebsites,KNeighborsClassifier,centroid,0.26053299287295756
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,PhishingWebsites,KNeighborsClassifier,centroid,0.13290883526997108
Original,original,,KIP,4,20,PhishingWebsites,KNeighborsClassifier,centroid,0.29409635244113314
Decoded,decoded,MLP,KMeans,4,20,PhishingWebsites,KNeighborsClassifier,centroid,0.0770334696252242
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,PhishingWebsites,KNeighborsClassifier,centroid,0.07533978699678386
Encoded,encoded,MLP,KMeans,2,20,PhishingWebsites,KNeighborsClassifier,centroid,0.06448599641223711
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,KNeighborsClassifier,centroid,-0.00272476041178464
Original,original,,KMeans,1,20,PhishingWebsites,KNeighborsClassifier,centroid,0.06386217819221998
Decoded,decoded,GNN,KMeans,3,20,PhishingWebsites,KNeighborsClassifier,centroid,0.08895389239943755
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,PhishingWebsites,KNeighborsClassifier,centroid,0.07987458991224519
Encoded,encoded,GNN,KMeans,4,20,PhishingWebsites,KNeighborsClassifier,centroid,0.08910903889975272
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,PhishingWebsites,KNeighborsClassifier,centroid,0.018921408600934005
Original,original,,KMeans,1,20,PhishingWebsites,KNeighborsClassifier,centroid,0.06386217819221998
Decoded,decoded,MLP,KMeans,2,20,PhishingWebsites,KNeighborsClassifier,closest,0.07952551028653614
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,PhishingWebsites,KNeighborsClassifier,closest,0.0732129870549638
Encoded,encoded,MLP,KMeans,3,20,PhishingWebsites,KNeighborsClassifier,closest,0.08816846324159212
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,KNeighborsClassifier,closest,0.00549477188616122
Original,original,,KMeans,4,20,PhishingWebsites,KNeighborsClassifier,closest,0.09291982481374336
Decoded,decoded,GNN,KMeans,3,20,PhishingWebsites,KNeighborsClassifier,closest,0.09587730497600072
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,PhishingWebsites,KNeighborsClassifier,closest,0.08451928826542977
Encoded,encoded,GNN,KMeans,4,20,PhishingWebsites,KNeighborsClassifier,closest,0.1046689399938587
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,PhishingWebsites,KNeighborsClassifier,closest,0.03516330785267544
Original,original,,KMeans,2,20,PhishingWebsites,KNeighborsClassifier,closest,0.09291982481374336
Decoded,decoded,MLP,Agglo,4,20,PhishingWebsites,LogisticRegression,centroid,0.0351137487636005
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,PhishingWebsites,LogisticRegression,centroid,0.0176722716782065
Encoded,encoded,MLP,Agglo,1,20,PhishingWebsites,LogisticRegression,centroid,0.012182657434883
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,LogisticRegression,centroid,-0.0194197164523573
Original,original,,Agglo,2,20,PhishingWebsites,LogisticRegression,centroid,0.0129574678536103
Decoded,decoded,GNN,Agglo,3,20,PhishingWebsites,LogisticRegression,centroid,0.0658588855918234
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,PhishingWebsites,LogisticRegression,centroid,0.0457303000329707
Encoded,encoded,GNN,Agglo,4,20,PhishingWebsites,LogisticRegression,centroid,0.0901088031651831
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,PhishingWebsites,LogisticRegression,centroid,0.0276953511374876
Original,original,,Agglo,0,20,PhishingWebsites,LogisticRegression,centroid,0.0129574678536103
Decoded,decoded,MLP,Agglo,3,20,PhishingWebsites,LogisticRegression,closest,0.0286185295087372
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,PhishingWebsites,LogisticRegression,closest,0.0202604681833169
Encoded,encoded,MLP,Agglo,4,20,PhishingWebsites,LogisticRegression,closest,0.0370590174744477
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,LogisticRegression,closest,-0.0258819650511044
Original,original,,Agglo,2,20,PhishingWebsites,LogisticRegression,closest,0.0238542696999671
Decoded,decoded,GNN,Agglo,3,20,PhishingWebsites,LogisticRegression,closest,0.066897461259479
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,PhishingWebsites,LogisticRegression,closest,0.0513353115727004
Encoded,encoded,GNN,Agglo,4,20,PhishingWebsites,LogisticRegression,closest,0.0795252225519289
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,PhishingWebsites,LogisticRegression,closest,0.0456643587207385
Original,original,,Agglo,0,20,PhishingWebsites,LogisticRegression,closest,0.0238542696999671
Decoded,decoded,MLP,KIP,2,20,PhishingWebsites,LogisticRegression,centroid,0.09659742828882294
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,PhishingWebsites,LogisticRegression,centroid,0.11922189251566113
Encoded,encoded,MLP,KIP,1,20,PhishingWebsites,LogisticRegression,centroid,0.0863699307616222
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,PhishingWebsites,LogisticRegression,centroid,0.01223870755028028
Original,original,,KIP,3,20,PhishingWebsites,LogisticRegression,centroid,0.1050544015825915
Decoded,decoded,GNN,KIP,4,20,PhishingWebsites,LogisticRegression,centroid,0.13600065941312234
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,PhishingWebsites,LogisticRegression,centroid,0.08149357072205743
Encoded,encoded,GNN,KIP,3,20,PhishingWebsites,LogisticRegression,centroid,0.10702604681833172
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,PhishingWebsites,LogisticRegression,centroid,0.06552588196505116
Original,original,,KIP,2,20,PhishingWebsites,LogisticRegression,centroid,0.1050544015825915
Decoded,decoded,MLP,KMeans,4,20,PhishingWebsites,LogisticRegression,centroid,0.0323376195186285
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,PhishingWebsites,LogisticRegression,centroid,0.024714803824596142
Encoded,encoded,MLP,KMeans,2,20,PhishingWebsites,LogisticRegression,centroid,0.01170458292120018
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,LogisticRegression,centroid,-0.02065941312232104
Original,original,,KMeans,1,20,PhishingWebsites,LogisticRegression,centroid,0.01133860863831194
Decoded,decoded,GNN,KMeans,1,20,PhishingWebsites,LogisticRegression,centroid,0.025324760962743182
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,PhishingWebsites,LogisticRegression,centroid,0.04057698648203102
Encoded,encoded,GNN,KMeans,3,20,PhishingWebsites,LogisticRegression,centroid,0.034266402901417733
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,PhishingWebsites,LogisticRegression,centroid,0.03198813056379824
Original,original,,KMeans,0,20,PhishingWebsites,LogisticRegression,centroid,0.01133860863831194
Decoded,decoded,MLP,KMeans,2,20,PhishingWebsites,LogisticRegression,closest,0.03570062644246626
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,PhishingWebsites,LogisticRegression,closest,0.032917903066271036
Encoded,encoded,MLP,KMeans,3,20,PhishingWebsites,LogisticRegression,closest,0.04027695351137488
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,LogisticRegression,closest,-0.00924497197494212
Original,original,,KMeans,4,20,PhishingWebsites,LogisticRegression,closest,0.0503791625453347
Decoded,decoded,GNN,KMeans,0,20,PhishingWebsites,LogisticRegression,closest,0.029307616221562815
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,PhishingWebsites,LogisticRegression,closest,0.03109792284866474
Encoded,encoded,GNN,KMeans,3,20,PhishingWebsites,LogisticRegression,closest,0.049261457303000376
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,PhishingWebsites,LogisticRegression,closest,0.036112759643917
Original,original,,KMeans,4,20,PhishingWebsites,LogisticRegression,closest,0.0503791625453347
Decoded,decoded,MLP,Agglo,4,20,PhishingWebsites,MLPClassifier,centroid,0.0768688519337372
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,PhishingWebsites,MLPClassifier,centroid,0.066775609599795
Encoded,encoded,MLP,Agglo,1,20,PhishingWebsites,MLPClassifier,centroid,0.0525008811560768
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,MLPClassifier,centroid,0.0302156429235157
Original,original,,Agglo,2,20,PhishingWebsites,MLPClassifier,centroid,0.0546316767599091
Decoded,decoded,GNN,Agglo,4,20,PhishingWebsites,MLPClassifier,centroid,0.1020859367490148
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,PhishingWebsites,MLPClassifier,centroid,0.0924092409240924
Encoded,encoded,GNN,Agglo,2,20,PhishingWebsites,MLPClassifier,centroid,0.0829728603928355
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,PhishingWebsites,MLPClassifier,centroid,0.0560575475023231
Original,original,,Agglo,0,20,PhishingWebsites,MLPClassifier,centroid,0.0546316767599091
Decoded,decoded,MLP,Agglo,2,20,PhishingWebsites,MLPClassifier,closest,0.0787433112243263
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,PhishingWebsites,MLPClassifier,closest,0.0642603095260983
Encoded,encoded,MLP,Agglo,3,20,PhishingWebsites,MLPClassifier,closest,0.0824601877663495
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,MLPClassifier,closest,0.0480149956743248
Original,original,,Agglo,4,20,PhishingWebsites,MLPClassifier,closest,0.0926014931590248
Decoded,decoded,GNN,Agglo,4,20,PhishingWebsites,MLPClassifier,closest,0.1248518055689065
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,PhishingWebsites,MLPClassifier,closest,0.0867377999935917
Encoded,encoded,GNN,Agglo,3,20,PhishingWebsites,MLPClassifier,closest,0.1116825274760486
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,PhishingWebsites,MLPClassifier,closest,0.0557851901695024
Original,original,,Agglo,2,20,PhishingWebsites,MLPClassifier,closest,0.0926014931590248
Decoded,decoded,MLP,KIP,3,20,PhishingWebsites,MLPClassifier,centroid,0.1259412349001891
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,PhishingWebsites,MLPClassifier,centroid,0.16297542375596788
Encoded,encoded,MLP,KIP,1,20,PhishingWebsites,MLPClassifier,centroid,0.10547278028773754
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,PhishingWebsites,MLPClassifier,centroid,0.03737703867474132
Original,original,,KIP,2,20,PhishingWebsites,MLPClassifier,centroid,0.10809702329456253
Decoded,decoded,GNN,KIP,4,20,PhishingWebsites,MLPClassifier,centroid,0.1581530968630844
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,PhishingWebsites,MLPClassifier,centroid,0.14570796885513798
Encoded,encoded,GNN,KIP,2,20,PhishingWebsites,MLPClassifier,centroid,0.12086577589797823
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,PhishingWebsites,MLPClassifier,centroid,0.06769201191963864
Original,original,,KIP,1,20,PhishingWebsites,MLPClassifier,centroid,0.10809702329456253
Decoded,decoded,MLP,KMeans,4,20,PhishingWebsites,MLPClassifier,centroid,0.07397225159409151
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,PhishingWebsites,MLPClassifier,centroid,0.07395623057451378
Encoded,encoded,MLP,KMeans,1,20,PhishingWebsites,MLPClassifier,centroid,0.05141465602870974
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,MLPClassifier,centroid,0.02748886539139352
Original,original,,KMeans,2,20,PhishingWebsites,MLPClassifier,centroid,0.05613444839629598
Decoded,decoded,GNN,KMeans,3,20,PhishingWebsites,MLPClassifier,centroid,0.07303021564292356
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,PhishingWebsites,MLPClassifier,centroid,0.08011150629626078
Encoded,encoded,GNN,KMeans,2,20,PhishingWebsites,MLPClassifier,centroid,0.05786471851068603
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,PhishingWebsites,MLPClassifier,centroid,0.04775225095325072
Original,original,,KMeans,1,20,PhishingWebsites,MLPClassifier,centroid,0.05613444839629598
Decoded,decoded,MLP,KMeans,1,20,PhishingWebsites,MLPClassifier,closest,0.0711044890896857
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,PhishingWebsites,MLPClassifier,closest,0.08660322342913908
Encoded,encoded,MLP,KMeans,3,20,PhishingWebsites,MLPClassifier,closest,0.08039668044474355
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,MLPClassifier,closest,0.035053990835976864
Original,original,,KMeans,2,20,PhishingWebsites,MLPClassifier,closest,0.07381524560223014
Decoded,decoded,GNN,KMeans,3,20,PhishingWebsites,MLPClassifier,closest,0.07868243134993112
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,PhishingWebsites,MLPClassifier,closest,0.06774968759011832
Encoded,encoded,GNN,KMeans,4,20,PhishingWebsites,MLPClassifier,closest,0.08427697138645902
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,PhishingWebsites,MLPClassifier,closest,0.05421833445480477
Original,original,,KMeans,2,20,PhishingWebsites,MLPClassifier,closest,0.07381524560223014
Decoded,decoded,MLP,Agglo,1,20,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Encoded,encoded,MLP,Agglo,3,20,PhishingWebsites,XGBClassifier,centroid,0.1096884268265459
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,PhishingWebsites,XGBClassifier,centroid,0.0908090697451924
Original,original,,Agglo,4,20,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,GNN,Agglo,1,20,PhishingWebsites,XGBClassifier,centroid,0.0975858659948336
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,20,PhishingWebsites,XGBClassifier,centroid,0.0657269509200496
Encoded,encoded,GNN,Agglo,3,20,PhishingWebsites,XGBClassifier,centroid,0.1703766304174505
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,PhishingWebsites,XGBClassifier,centroid,0.1058296393149854
Original,original,,Agglo,4,20,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,MLP,Agglo,2,20,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Encoded,encoded,MLP,Agglo,4,20,PhishingWebsites,XGBClassifier,closest,0.1017954523710814
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,PhishingWebsites,XGBClassifier,closest,0.0317791880600823
Original,original,,Agglo,3,20,PhishingWebsites,XGBClassifier,closest,0.0683101061963835
Decoded,decoded,GNN,Agglo,3,20,PhishingWebsites,XGBClassifier,closest,0.1568868195299295
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,PhishingWebsites,XGBClassifier,closest,0.10796632330899
Encoded,encoded,GNN,Agglo,4,20,PhishingWebsites,XGBClassifier,closest,0.158545141435724
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,PhishingWebsites,XGBClassifier,closest,0.1311987753930542
Original,original,,Agglo,0,20,PhishingWebsites,XGBClassifier,closest,0.0683101061963835
Decoded,decoded,MLP,KIP,1,20,PhishingWebsites,XGBClassifier,centroid,0.13211723060241726
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,PhishingWebsites,XGBClassifier,centroid,0.14549542366935606
Encoded,encoded,MLP,KIP,4,20,PhishingWebsites,XGBClassifier,centroid,0.20638772841789707
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,PhishingWebsites,XGBClassifier,centroid,0.09306056064036736
Original,original,,KIP,3,20,PhishingWebsites,XGBClassifier,centroid,0.1496539847561947
Decoded,decoded,GNN,KIP,3,20,PhishingWebsites,XGBClassifier,centroid,0.15780208565870452
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,PhishingWebsites,XGBClassifier,centroid,0.10559364735146855
Encoded,encoded,GNN,KIP,4,20,PhishingWebsites,XGBClassifier,centroid,0.2188538444366488
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,PhishingWebsites,XGBClassifier,centroid,0.12327709921229701
Original,original,,KIP,2,20,PhishingWebsites,XGBClassifier,centroid,0.1496539847561947
Decoded,decoded,MLP,KMeans,1,20,PhishingWebsites,XGBClassifier,centroid,0.07176069139267144
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Encoded,encoded,MLP,KMeans,3,20,PhishingWebsites,XGBClassifier,centroid,0.10616130369614432
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,PhishingWebsites,XGBClassifier,centroid,0.08356666772969346
Original,original,,KMeans,4,20,PhishingWebsites,XGBClassifier,centroid,0.29041043467168404
Decoded,decoded,GNN,KMeans,0,20,PhishingWebsites,XGBClassifier,centroid,0.06823037918168189
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,PhishingWebsites,XGBClassifier,centroid,0.07278757534202886
Encoded,encoded,GNN,KMeans,3,20,PhishingWebsites,XGBClassifier,centroid,0.1602417323085754
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,PhishingWebsites,XGBClassifier,centroid,0.09896673788946642
Original,original,,KMeans,4,20,PhishingWebsites,XGBClassifier,centroid,0.29041043467168404
Decoded,decoded,MLP,KMeans,3,20,PhishingWebsites,XGBClassifier,closest,0.09012022833817009
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,PhishingWebsites,XGBClassifier,closest,0.0858659948336894
Encoded,encoded,MLP,KMeans,4,20,PhishingWebsites,XGBClassifier,closest,0.11934496284721105
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,PhishingWebsites,XGBClassifier,closest,0.05656472239053476
Original,original,,KMeans,1,20,PhishingWebsites,XGBClassifier,closest,0.07777848646235286
Decoded,decoded,GNN,KMeans,1,20,PhishingWebsites,XGBClassifier,closest,0.08053066300985424
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,PhishingWebsites,XGBClassifier,closest,0.08795165353828485
Encoded,encoded,GNN,KMeans,4,20,PhishingWebsites,XGBClassifier,closest,0.1278725643397008
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,PhishingWebsites,XGBClassifier,closest,0.10790573077781666
Original,original,,KMeans,0,20,PhishingWebsites,XGBClassifier,closest,0.07777848646235286
Decoded,decoded,MLP,Agglo,3,20,Pol,GaussianNB,centroid,0.0625302302561275
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Pol,GaussianNB,centroid,0.0999426328162787
Encoded,encoded,MLP,Agglo,2,20,Pol,GaussianNB,centroid,-0.0896952790182338
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,GaussianNB,centroid,-0.2349692354416711
Original,original,,Agglo,1,20,Pol,GaussianNB,centroid,-0.2281751611342955
Decoded,decoded,GNN,Agglo,3,20,Pol,GaussianNB,centroid,0.01737888212731
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Pol,GaussianNB,centroid,0.0543188490568159
Encoded,encoded,GNN,Agglo,2,20,Pol,GaussianNB,centroid,-0.0141393235171709
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Pol,GaussianNB,centroid,-0.0935422548677745
Original,original,,Agglo,0,20,Pol,GaussianNB,centroid,-0.2281751611342955
Decoded,decoded,MLP,Agglo,3,20,Pol,GaussianNB,closest,0.0191898853781171
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Pol,GaussianNB,closest,0.0293022575674063
Encoded,encoded,MLP,Agglo,1,20,Pol,GaussianNB,closest,-0.0421480073340007
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,GaussianNB,closest,-0.2208749057940856
Original,original,,Agglo,2,20,Pol,GaussianNB,closest,0.0142180627889448
Decoded,decoded,GNN,Agglo,1,20,Pol,GaussianNB,closest,-0.0839473121787157
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Pol,GaussianNB,closest,0.1087726797223877
Encoded,encoded,GNN,Agglo,2,20,Pol,GaussianNB,closest,-0.0030708315991946
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Pol,GaussianNB,closest,-0.0961294023689273
Original,original,,Agglo,3,20,Pol,GaussianNB,closest,0.0142180627889448
Decoded,decoded,MLP,KIP,3,20,Pol,GaussianNB,centroid,0.08186409601691755
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Pol,GaussianNB,centroid,0.02805592737989434
Encoded,encoded,MLP,KIP,2,20,Pol,GaussianNB,centroid,0.0544358331177376
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Pol,GaussianNB,centroid,-0.18249963442480965
Original,original,,KIP,4,20,Pol,GaussianNB,centroid,0.2671758472908065
Decoded,decoded,GNN,KIP,2,20,Pol,GaussianNB,centroid,0.04964623570038572
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,Pol,GaussianNB,centroid,0.12308972902442021
Encoded,encoded,GNN,KIP,1,20,Pol,GaussianNB,centroid,0.048028706088795274
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Pol,GaussianNB,centroid,-0.050883567113980746
Original,original,,KIP,4,20,Pol,GaussianNB,centroid,0.2671758472908065
Decoded,decoded,MLP,KMeans,4,20,Pol,GaussianNB,centroid,0.0773264642692432
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Pol,GaussianNB,centroid,0.00641837549633852
Encoded,encoded,MLP,KMeans,2,20,Pol,GaussianNB,centroid,-0.07696426361908192
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,GaussianNB,centroid,-0.2325733118862555
Original,original,,KMeans,1,20,Pol,GaussianNB,centroid,-0.22517856941991665
Decoded,decoded,GNN,KMeans,3,20,Pol,GaussianNB,centroid,-0.002481411907627659
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Pol,GaussianNB,centroid,0.06078671780969832
Encoded,encoded,GNN,KMeans,2,20,Pol,GaussianNB,centroid,-0.018881677371458162
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Pol,GaussianNB,centroid,-0.09409792915715234
Original,original,,KMeans,0,20,Pol,GaussianNB,centroid,-0.22517856941991665
Decoded,decoded,MLP,KMeans,4,20,Pol,GaussianNB,closest,0.038289783017063816
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Pol,GaussianNB,closest,-0.0100561298523077
Encoded,encoded,MLP,KMeans,2,20,Pol,GaussianNB,closest,-0.01361514493650246
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,GaussianNB,closest,-0.22499184486113774
Original,original,,KMeans,1,20,Pol,GaussianNB,closest,-0.04278017120167378
Decoded,decoded,GNN,KMeans,3,20,Pol,GaussianNB,closest,0.03170493020325978
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Pol,GaussianNB,closest,0.03908392481524382
Encoded,encoded,GNN,KMeans,2,20,Pol,GaussianNB,closest,-0.008706313764749618
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Pol,GaussianNB,closest,-0.08562108412728772
Original,original,,KMeans,1,20,Pol,GaussianNB,closest,-0.04278017120167378
Decoded,decoded,MLP,Agglo,3,20,Pol,KNeighborsClassifier,centroid,0.2604571476327776
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Pol,KNeighborsClassifier,centroid,0.2609335171952697
Encoded,encoded,MLP,Agglo,2,20,Pol,KNeighborsClassifier,centroid,0.1719443399774352
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,KNeighborsClassifier,centroid,0.0512139066482805
Original,original,,Agglo,1,20,Pol,KNeighborsClassifier,centroid,0.1508002172913793
Decoded,decoded,GNN,Agglo,4,20,Pol,KNeighborsClassifier,centroid,0.3322803058794032
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Pol,KNeighborsClassifier,centroid,0.2785508336467343
Encoded,encoded,GNN,Agglo,2,20,Pol,KNeighborsClassifier,centroid,0.2367473151978605
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Pol,KNeighborsClassifier,centroid,0.1477832100622624
Original,original,,Agglo,1,20,Pol,KNeighborsClassifier,centroid,0.1508002172913793
Decoded,decoded,MLP,Agglo,3,20,Pol,KNeighborsClassifier,closest,0.3274664660900088
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,Pol,KNeighborsClassifier,closest,0.3325310267017676
Encoded,encoded,MLP,Agglo,1,20,Pol,KNeighborsClassifier,closest,0.2072876185700556
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,KNeighborsClassifier,closest,0.0742050060590866
Original,original,,Agglo,2,20,Pol,KNeighborsClassifier,closest,0.3103422339225272
Decoded,decoded,GNN,Agglo,2,20,Pol,KNeighborsClassifier,closest,0.3027119635619071
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Pol,KNeighborsClassifier,closest,0.3368183527641971
Encoded,encoded,GNN,Agglo,1,20,Pol,KNeighborsClassifier,closest,0.264234674689733
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Pol,KNeighborsClassifier,closest,0.1604696836738958
Original,original,,Agglo,3,20,Pol,KNeighborsClassifier,closest,0.3103422339225272
Decoded,decoded,MLP,KIP,3,20,Pol,KNeighborsClassifier,centroid,0.38481801846976726
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,Pol,KNeighborsClassifier,centroid,0.4052032928001337
Encoded,encoded,MLP,KIP,1,20,Pol,KNeighborsClassifier,centroid,0.3181964815511261
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Pol,KNeighborsClassifier,centroid,0.2552989845806694
Original,original,,KIP,2,20,Pol,KNeighborsClassifier,centroid,0.37828256236680463
Decoded,decoded,GNN,KIP,3,20,Pol,KNeighborsClassifier,centroid,0.34221887927792405
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Pol,KNeighborsClassifier,centroid,0.3415519618904351
Encoded,encoded,GNN,KIP,1,20,Pol,KNeighborsClassifier,centroid,0.331240650202666
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Pol,KNeighborsClassifier,centroid,0.2264560611758807
Original,original,,KIP,4,20,Pol,KNeighborsClassifier,centroid,0.37828256236680463
Decoded,decoded,MLP,KMeans,3,20,Pol,KNeighborsClassifier,centroid,0.28138063599515284
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,Pol,KNeighborsClassifier,centroid,0.2982658476453136
Encoded,encoded,MLP,KMeans,2,20,Pol,KNeighborsClassifier,centroid,0.18387196523337934
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,KNeighborsClassifier,centroid,0.050389870878776485
Original,original,,KMeans,1,20,Pol,KNeighborsClassifier,centroid,0.13150307133007405
Decoded,decoded,GNN,KMeans,4,20,Pol,KNeighborsClassifier,centroid,0.29343362166227904
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Pol,KNeighborsClassifier,centroid,0.28476369562492165
Encoded,encoded,GNN,KMeans,2,20,Pol,KNeighborsClassifier,centroid,0.2465672140737955
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Pol,KNeighborsClassifier,centroid,0.1611834022815595
Original,original,,KMeans,0,20,Pol,KNeighborsClassifier,centroid,0.13150307133007405
Decoded,decoded,MLP,KMeans,4,20,Pol,KNeighborsClassifier,closest,0.33316284317412564
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Pol,KNeighborsClassifier,closest,0.3261109021770925
Encoded,encoded,MLP,KMeans,1,20,Pol,KNeighborsClassifier,closest,0.20256905269315947
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,KNeighborsClassifier,closest,0.06734695583134848
Original,original,,KMeans,2,20,Pol,KNeighborsClassifier,closest,0.28561113200451305
Decoded,decoded,GNN,KMeans,2,20,Pol,KNeighborsClassifier,closest,0.2781212653044169
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Pol,KNeighborsClassifier,closest,0.30575237140111156
Encoded,encoded,GNN,KMeans,1,20,Pol,KNeighborsClassifier,closest,0.2747699636454808
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Pol,KNeighborsClassifier,closest,0.18061928043123981
Original,original,,KMeans,3,20,Pol,KNeighborsClassifier,closest,0.28561113200451305
Decoded,decoded,MLP,Agglo,3,20,Pol,LogisticRegression,centroid,0.1164828397066233
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Pol,LogisticRegression,centroid,0.1047253793180672
Encoded,encoded,MLP,Agglo,4,20,Pol,LogisticRegression,centroid,0.1487318739152343
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,Pol,LogisticRegression,centroid,-0.0073437470839632
Original,original,,Agglo,0,20,Pol,LogisticRegression,centroid,-0.0218072896254409
Decoded,decoded,GNN,Agglo,1,20,Pol,LogisticRegression,centroid,0.0989959502080884
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Pol,LogisticRegression,centroid,0.186803650411511
Encoded,encoded,GNN,Agglo,3,20,Pol,LogisticRegression,centroid,0.1841162308941268
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,Pol,LogisticRegression,centroid,0.1272045238228543
Original,original,,Agglo,0,20,Pol,LogisticRegression,centroid,-0.0218072896254409
Decoded,decoded,MLP,Agglo,3,20,Pol,LogisticRegression,closest,0.1379728645279287
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Pol,LogisticRegression,closest,0.1203833305339379
Encoded,encoded,MLP,Agglo,4,20,Pol,LogisticRegression,closest,0.1554224287553888
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,LogisticRegression,closest,0.0235335834126495
Original,original,,Agglo,2,20,Pol,LogisticRegression,closest,0.1331952298303566
Decoded,decoded,GNN,Agglo,0,20,Pol,LogisticRegression,closest,0.0532911557770188
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,Pol,LogisticRegression,closest,0.147696097642909
Encoded,encoded,GNN,Agglo,4,20,Pol,LogisticRegression,closest,0.1637926207939084
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Pol,LogisticRegression,closest,0.1243398092678648
Original,original,,Agglo,2,20,Pol,LogisticRegression,closest,0.1331952298303566
Decoded,decoded,MLP,KIP,2,20,Pol,LogisticRegression,centroid,0.20605042644122196
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,Pol,LogisticRegression,centroid,0.170304014332904
Encoded,encoded,MLP,KIP,3,20,Pol,LogisticRegression,centroid,0.29421458298340886
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Pol,LogisticRegression,centroid,0.09302204057256962
Original,original,,KIP,4,20,Pol,LogisticRegression,centroid,0.3805143422354104
Decoded,decoded,GNN,KIP,1,20,Pol,LogisticRegression,centroid,0.18302260045163568
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Pol,LogisticRegression,centroid,0.22400201556463806
Encoded,encoded,GNN,KIP,3,20,Pol,LogisticRegression,centroid,0.24980124293152678
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Pol,LogisticRegression,centroid,0.11322247727824115
Original,original,,KIP,4,20,Pol,LogisticRegression,centroid,0.3805143422354104
Decoded,decoded,MLP,KMeans,4,20,Pol,LogisticRegression,centroid,0.1391934008920739
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,Pol,LogisticRegression,centroid,0.07960547188473957
Encoded,encoded,MLP,KMeans,3,20,Pol,LogisticRegression,centroid,0.1199130321183957
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,LogisticRegression,centroid,-0.009855737827295919
Original,original,,KMeans,1,20,Pol,LogisticRegression,centroid,-0.0062743780676706995
Decoded,decoded,GNN,KMeans,1,20,Pol,LogisticRegression,centroid,0.12008099583823224
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Pol,LogisticRegression,centroid,0.17403654144038214
Encoded,encoded,GNN,KMeans,4,20,Pol,LogisticRegression,centroid,0.17516749715394803
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Pol,LogisticRegression,centroid,0.13654517290931817
Original,original,,KMeans,0,20,Pol,LogisticRegression,centroid,-0.0062743780676706995
Decoded,decoded,MLP,KMeans,3,20,Pol,LogisticRegression,closest,0.11054252281507189
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Pol,LogisticRegression,closest,0.09299964540992474
Encoded,encoded,MLP,KMeans,4,20,Pol,LogisticRegression,closest,0.20212940671481627
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,LogisticRegression,closest,-0.00376238732433792
Original,original,,KMeans,2,20,Pol,LogisticRegression,closest,0.09508052927234376
Decoded,decoded,GNN,KMeans,1,20,Pol,LogisticRegression,closest,0.10123173394546774
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,Pol,LogisticRegression,closest,0.1507754325065786
Encoded,encoded,GNN,KMeans,4,20,Pol,LogisticRegression,closest,0.16873075415710198
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Pol,LogisticRegression,closest,0.13430565664483135
Original,original,,KMeans,0,20,Pol,LogisticRegression,closest,0.09508052927234376
Decoded,decoded,MLP,Agglo,4,20,Pol,MLPClassifier,centroid,0.2665367447276491
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,Pol,MLPClassifier,centroid,0.2530081511191616
Encoded,encoded,MLP,Agglo,2,20,Pol,MLPClassifier,centroid,0.1977374175184371
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,MLPClassifier,centroid,0.0928241040238064
Original,original,,Agglo,1,20,Pol,MLPClassifier,centroid,0.1134202354767758
Decoded,decoded,GNN,Agglo,3,20,Pol,MLPClassifier,centroid,0.2820950316987967
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Pol,MLPClassifier,centroid,0.2930440548583259
Encoded,encoded,GNN,Agglo,2,20,Pol,MLPClassifier,centroid,0.245148143356191
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Pol,MLPClassifier,centroid,0.1861819122784319
Original,original,,Agglo,0,20,Pol,MLPClassifier,centroid,0.1134202354767758
Decoded,decoded,MLP,Agglo,3,20,Pol,MLPClassifier,closest,0.2789170655971018
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Pol,MLPClassifier,closest,0.2669976711088109
Encoded,encoded,MLP,Agglo,1,20,Pol,MLPClassifier,closest,0.2346196144391254
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,MLPClassifier,closest,0.1107759736058999
Original,original,,Agglo,4,20,Pol,MLPClassifier,closest,0.290270410143615
Decoded,decoded,GNN,Agglo,1,20,Pol,MLPClassifier,closest,0.2298081899340147
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,Pol,MLPClassifier,closest,0.3216861819122785
Encoded,encoded,GNN,Agglo,2,20,Pol,MLPClassifier,closest,0.2598654418424118
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Pol,MLPClassifier,closest,0.1841926510544702
Original,original,,Agglo,3,20,Pol,MLPClassifier,closest,0.290270410143615
Decoded,decoded,MLP,KIP,4,20,Pol,MLPClassifier,centroid,0.32657523612369
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Pol,MLPClassifier,centroid,0.30877377409755463
Encoded,encoded,MLP,KIP,3,20,Pol,MLPClassifier,centroid,0.31211508603959126
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Pol,MLPClassifier,centroid,0.15545348686764132
Original,original,,KIP,1,20,Pol,MLPClassifier,centroid,0.2592023547677578
Decoded,decoded,GNN,KIP,3,20,Pol,MLPClassifier,centroid,0.33850433432526855
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,Pol,MLPClassifier,centroid,0.3763860137145814
Encoded,encoded,GNN,KIP,2,20,Pol,MLPClassifier,centroid,0.31944138957174284
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Pol,MLPClassifier,centroid,0.1990166903868547
Original,original,,KIP,1,20,Pol,MLPClassifier,centroid,0.2592023547677578
Decoded,decoded,MLP,KMeans,4,20,Pol,MLPClassifier,centroid,0.289406779661017
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Pol,MLPClassifier,centroid,0.2523741751843706
Encoded,encoded,MLP,KMeans,2,20,Pol,MLPClassifier,centroid,0.18110687022900765
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,MLPClassifier,centroid,0.0985881097166516
Original,original,,KMeans,1,20,Pol,MLPClassifier,centroid,0.10234182947341179
Decoded,decoded,GNN,KMeans,3,20,Pol,MLPClassifier,centroid,0.2886498900245828
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Pol,MLPClassifier,centroid,0.3000986544184242
Encoded,encoded,GNN,KMeans,2,20,Pol,MLPClassifier,centroid,0.22902218915771771
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,Pol,MLPClassifier,centroid,0.18176995730366158
Original,original,,KMeans,0,20,Pol,MLPClassifier,centroid,0.10234182947341179
Decoded,decoded,MLP,KMeans,4,20,Pol,MLPClassifier,closest,0.2843090956139216
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Pol,MLPClassifier,closest,0.24966683917712515
Encoded,encoded,MLP,KMeans,1,20,Pol,MLPClassifier,closest,0.22554825980075047
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,MLPClassifier,closest,0.10433270798292152
Original,original,,KMeans,2,20,Pol,MLPClassifier,closest,0.24958920947082416
Decoded,decoded,GNN,KMeans,3,20,Pol,MLPClassifier,closest,0.26849527752620006
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,Pol,MLPClassifier,closest,0.31067570190192784
Encoded,encoded,GNN,KMeans,1,20,Pol,MLPClassifier,closest,0.24065047224738004
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,Pol,MLPClassifier,closest,0.18249450122913707
Original,original,,KMeans,2,20,Pol,MLPClassifier,closest,0.24958920947082416
Decoded,decoded,MLP,Agglo,2,20,Pol,XGBClassifier,centroid,0.2182408844065167
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,Pol,XGBClassifier,centroid,0.1962196146883889
Encoded,encoded,MLP,Agglo,3,20,Pol,XGBClassifier,centroid,0.2534910783553141
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,XGBClassifier,centroid,0.1514174424618566
Original,original,,Agglo,4,20,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,GNN,Agglo,1,20,Pol,XGBClassifier,centroid,0.2221036979570726
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Pol,XGBClassifier,centroid,0.2409975433152314
Encoded,encoded,GNN,Agglo,3,20,Pol,XGBClassifier,centroid,0.2982609257822601
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,Pol,XGBClassifier,centroid,0.195573118696664
Original,original,,Agglo,4,20,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,MLP,Agglo,1,20,Pol,XGBClassifier,closest,0.1834270752521334
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,20,Pol,XGBClassifier,closest,0.2545901215412464
Encoded,encoded,MLP,Agglo,4,20,Pol,XGBClassifier,closest,0.3499644427204551
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,Pol,XGBClassifier,closest,0.1664727178691492
Original,original,,Agglo,3,20,Pol,XGBClassifier,closest,0.2851370571502457
Decoded,decoded,GNN,Agglo,0,20,Pol,XGBClassifier,closest,0.1898920351693818
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,Pol,XGBClassifier,closest,0.2187338376002068
Encoded,encoded,GNN,Agglo,4,20,Pol,XGBClassifier,closest,0.2878361779156969
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,Pol,XGBClassifier,closest,0.2135941944659942
Original,original,,Agglo,3,20,Pol,XGBClassifier,closest,0.2851370571502457
Decoded,decoded,MLP,KIP,1,20,Pol,XGBClassifier,centroid,0.3005834626325316
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,Pol,XGBClassifier,centroid,0.3281387380398241
Encoded,encoded,MLP,KIP,3,20,Pol,XGBClassifier,centroid,0.39026861908456156
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,Pol,XGBClassifier,centroid,0.2535476467545901
Original,original,,KIP,4,20,Pol,XGBClassifier,centroid,0.4892697827773467
Decoded,decoded,GNN,KIP,1,20,Pol,XGBClassifier,centroid,0.29314229376777867
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,Pol,XGBClassifier,centroid,0.3412496767520041
Encoded,encoded,GNN,KIP,3,20,Pol,XGBClassifier,centroid,0.37354215153866044
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,Pol,XGBClassifier,centroid,0.2552269200930954
Original,original,,KIP,4,20,Pol,XGBClassifier,centroid,0.4892697827773467
Decoded,decoded,MLP,KMeans,2,20,Pol,XGBClassifier,centroid,0.20045739591414521
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,Pol,XGBClassifier,centroid,0.18650924489268159
Encoded,encoded,MLP,KMeans,3,20,Pol,XGBClassifier,centroid,0.27260634859063865
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,XGBClassifier,centroid,0.1653833721230928
Original,original,,KMeans,4,20,Pol,XGBClassifier,centroid,0.48104150504266874
Decoded,decoded,GNN,KMeans,1,20,Pol,XGBClassifier,centroid,0.21515386604603046
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,Pol,XGBClassifier,centroid,0.20486003361779154
Encoded,encoded,GNN,KMeans,3,20,Pol,XGBClassifier,centroid,0.3077611843806568
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,20,Pol,XGBClassifier,centroid,0.2389061287820015
Original,original,,KMeans,4,20,Pol,XGBClassifier,centroid,0.48104150504266874
Decoded,decoded,MLP,KMeans,2,20,Pol,XGBClassifier,closest,0.19659134988363064
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,Pol,XGBClassifier,closest,0.19704228083785874
Encoded,encoded,MLP,KMeans,4,20,Pol,XGBClassifier,closest,0.29761927851047326
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,Pol,XGBClassifier,closest,0.15026991207654503
Original,original,,KMeans,1,20,Pol,XGBClassifier,closest,0.18506917507111448
Decoded,decoded,GNN,KMeans,1,20,Pol,XGBClassifier,closest,0.18700058184639246
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,Pol,XGBClassifier,closest,0.2388996638220843
Encoded,encoded,GNN,KMeans,4,20,Pol,XGBClassifier,closest,0.30258275148694075
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,Pol,XGBClassifier,closest,0.24394233255753814
Original,original,,KMeans,0,20,Pol,XGBClassifier,closest,0.18506917507111448
Decoded,decoded,MLP,Agglo,1,20,RoadSafety,GaussianNB,centroid,-0.0650327994616482
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,RoadSafety,GaussianNB,centroid,0.098928513431804
Encoded,encoded,MLP,Agglo,2,20,RoadSafety,GaussianNB,centroid,-0.0607083912949951
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,GaussianNB,centroid,-0.1819942893113304
Original,original,,Agglo,4,20,RoadSafety,GaussianNB,centroid,0.1292751339391042
Decoded,decoded,GNN,Agglo,2,20,RoadSafety,GaussianNB,centroid,0.0308651325859657
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,GaussianNB,centroid,0.1244695581201646
Encoded,encoded,GNN,Agglo,1,20,RoadSafety,GaussianNB,centroid,-0.0365806445127462
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,RoadSafety,GaussianNB,centroid,-0.107751575897783
Original,original,,Agglo,4,20,RoadSafety,GaussianNB,centroid,0.1292751339391042
Decoded,decoded,MLP,Agglo,3,20,RoadSafety,GaussianNB,closest,0.0731968426385862
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,RoadSafety,GaussianNB,closest,0.1419492090491085
Encoded,encoded,MLP,Agglo,2,20,RoadSafety,GaussianNB,closest,-0.0632127601033924
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,GaussianNB,closest,-0.1799952521958174
Original,original,,Agglo,1,20,RoadSafety,GaussianNB,closest,-0.0978246800001708
Decoded,decoded,GNN,Agglo,3,20,RoadSafety,GaussianNB,closest,0.1343481736916014
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,RoadSafety,GaussianNB,closest,0.205793302468149
Encoded,encoded,GNN,Agglo,2,20,RoadSafety,GaussianNB,closest,-0.0260819658106046
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,RoadSafety,GaussianNB,closest,-0.0868451679308892
Original,original,,Agglo,0,20,RoadSafety,GaussianNB,closest,-0.0978246800001708
Decoded,decoded,MLP,KIP,2,20,RoadSafety,GaussianNB,centroid,0.14783196144698957
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,RoadSafety,GaussianNB,centroid,0.15607388351208473
Encoded,encoded,MLP,KIP,1,20,RoadSafety,GaussianNB,centroid,0.058681663430587415
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,RoadSafety,GaussianNB,centroid,-0.0840141165752113
Original,original,,KIP,4,20,RoadSafety,GaussianNB,centroid,0.16170589100924102
Decoded,decoded,GNN,KIP,4,20,RoadSafety,GaussianNB,centroid,0.16355477678789845
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,RoadSafety,GaussianNB,centroid,0.1447771324509145
Encoded,encoded,GNN,KIP,1,20,RoadSafety,GaussianNB,centroid,0.05253485441989318
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,RoadSafety,GaussianNB,centroid,-0.06682708931261004
Original,original,,KIP,3,20,RoadSafety,GaussianNB,centroid,0.16170589100924102
Decoded,decoded,MLP,KMeans,2,20,RoadSafety,GaussianNB,centroid,-0.019538763860805282
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,GaussianNB,centroid,0.11258511944473897
Encoded,encoded,MLP,KMeans,1,20,RoadSafety,GaussianNB,centroid,-0.09325273607020061
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,GaussianNB,centroid,-0.1792310309833859
Original,original,,KMeans,3,20,RoadSafety,GaussianNB,centroid,0.052036893714491314
Decoded,decoded,GNN,KMeans,3,20,RoadSafety,GaussianNB,centroid,0.07323837040479998
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,RoadSafety,GaussianNB,centroid,0.12545215349237362
Encoded,encoded,GNN,KMeans,1,20,RoadSafety,GaussianNB,centroid,-0.07840428889753304
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,GaussianNB,centroid,-0.15148244837031571
Original,original,,KMeans,2,20,RoadSafety,GaussianNB,centroid,0.052036893714491314
Decoded,decoded,MLP,KMeans,3,20,RoadSafety,GaussianNB,closest,0.0305081375391403
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,GaussianNB,closest,0.12054443923463691
Encoded,encoded,MLP,KMeans,2,20,RoadSafety,GaussianNB,closest,-0.06693708584010369
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,GaussianNB,closest,-0.18133841946592066
Original,original,,KMeans,1,20,RoadSafety,GaussianNB,closest,-0.09065027844878219
Decoded,decoded,GNN,KMeans,3,20,RoadSafety,GaussianNB,closest,0.10507111044965094
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,RoadSafety,GaussianNB,closest,0.11673172611740952
Encoded,encoded,GNN,KMeans,2,20,RoadSafety,GaussianNB,closest,-0.039692961003034946
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,GaussianNB,closest,-0.15074881902430132
Original,original,,KMeans,1,20,RoadSafety,GaussianNB,closest,-0.09065027844878219
Decoded,decoded,MLP,Agglo,3,20,RoadSafety,KNeighborsClassifier,centroid,0.1209789232855044
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,RoadSafety,KNeighborsClassifier,centroid,0.1691363765539984
Encoded,encoded,MLP,Agglo,2,20,RoadSafety,KNeighborsClassifier,centroid,0.1041297041446658
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,KNeighborsClassifier,centroid,0.0202579294301913
Original,original,,Agglo,1,20,RoadSafety,KNeighborsClassifier,centroid,0.0950827913770383
Decoded,decoded,GNN,Agglo,3,20,RoadSafety,KNeighborsClassifier,centroid,0.1661517144526386
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,RoadSafety,KNeighborsClassifier,centroid,0.1985370971486492
Encoded,encoded,GNN,Agglo,2,20,RoadSafety,KNeighborsClassifier,centroid,0.1331900806998133
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,RoadSafety,KNeighborsClassifier,centroid,-0.0171044524059253
Original,original,,Agglo,1,20,RoadSafety,KNeighborsClassifier,centroid,0.0950827913770383
Decoded,decoded,MLP,Agglo,3,20,RoadSafety,KNeighborsClassifier,closest,0.124383324544728
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,RoadSafety,KNeighborsClassifier,closest,0.1803511673326064
Encoded,encoded,MLP,Agglo,2,20,RoadSafety,KNeighborsClassifier,closest,0.117164847177869
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,KNeighborsClassifier,closest,0.0444173240802045
Original,original,,Agglo,1,20,RoadSafety,KNeighborsClassifier,closest,0.0914252965090683
Decoded,decoded,GNN,Agglo,4,20,RoadSafety,KNeighborsClassifier,closest,0.1956452327352244
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,KNeighborsClassifier,closest,0.1922212575828156
Encoded,encoded,GNN,Agglo,2,20,RoadSafety,KNeighborsClassifier,closest,0.1590955537931346
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,RoadSafety,KNeighborsClassifier,closest,0.0226672319982117
Original,original,,Agglo,1,20,RoadSafety,KNeighborsClassifier,closest,0.0914252965090683
Decoded,decoded,MLP,KIP,2,20,RoadSafety,KNeighborsClassifier,centroid,0.24592092993109876
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,RoadSafety,KNeighborsClassifier,centroid,0.2625740238132457
Encoded,encoded,MLP,KIP,1,20,RoadSafety,KNeighborsClassifier,centroid,0.24272803568225618
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,RoadSafety,KNeighborsClassifier,centroid,0.14149443960275646
Original,original,,KIP,4,20,RoadSafety,KNeighborsClassifier,centroid,0.2785134789087486
Decoded,decoded,GNN,KIP,3,20,RoadSafety,KNeighborsClassifier,centroid,0.2431008985358023
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,RoadSafety,KNeighborsClassifier,centroid,0.24214298429816156
Encoded,encoded,GNN,KIP,1,20,RoadSafety,KNeighborsClassifier,centroid,0.23639016756193615
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,RoadSafety,KNeighborsClassifier,centroid,0.052913390247729564
Original,original,,KIP,4,20,RoadSafety,KNeighborsClassifier,centroid,0.2785134789087486
Decoded,decoded,MLP,KMeans,2,20,RoadSafety,KNeighborsClassifier,centroid,0.12405376595810913
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,KNeighborsClassifier,centroid,0.18816709816567942
Encoded,encoded,MLP,KMeans,1,20,RoadSafety,KNeighborsClassifier,centroid,0.12048800093106737
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,KNeighborsClassifier,centroid,0.030289304023382962
Original,original,,KMeans,3,20,RoadSafety,KNeighborsClassifier,centroid,0.12557109334586586
Decoded,decoded,GNN,KMeans,3,20,RoadSafety,KNeighborsClassifier,centroid,0.19223651650238174
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,RoadSafety,KNeighborsClassifier,centroid,0.20209584687652415
Encoded,encoded,GNN,KMeans,2,20,RoadSafety,KNeighborsClassifier,centroid,0.14850542379603537
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,KNeighborsClassifier,centroid,-0.0024070975332922797
Original,original,,KMeans,1,20,RoadSafety,KNeighborsClassifier,centroid,0.12557109334586586
Decoded,decoded,MLP,KMeans,3,20,RoadSafety,KNeighborsClassifier,closest,0.12245828366020424
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,KNeighborsClassifier,closest,0.18719658967308134
Encoded,encoded,MLP,KMeans,2,20,RoadSafety,KNeighborsClassifier,closest,0.11417697162967241
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,KNeighborsClassifier,closest,0.05446792586300773
Original,original,,KMeans,1,20,RoadSafety,KNeighborsClassifier,closest,0.0941842407158552
Decoded,decoded,GNN,KMeans,2,20,RoadSafety,KNeighborsClassifier,closest,0.1689157641171924
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,RoadSafety,KNeighborsClassifier,closest,0.18275125154789518
Encoded,encoded,GNN,KMeans,4,20,RoadSafety,KNeighborsClassifier,closest,0.1900233292872365
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,KNeighborsClassifier,closest,0.01242290018311978
Original,original,,KMeans,1,20,RoadSafety,KNeighborsClassifier,closest,0.0941842407158552
Decoded,decoded,MLP,Agglo,2,20,RoadSafety,LogisticRegression,centroid,0.0154038131852484
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,RoadSafety,LogisticRegression,centroid,0.0766821557785262
Encoded,encoded,MLP,Agglo,3,20,RoadSafety,LogisticRegression,centroid,0.0228458282831137
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,LogisticRegression,centroid,-0.0228507013131669
Original,original,,Agglo,1,20,RoadSafety,LogisticRegression,centroid,0.0030292489278275
Decoded,decoded,GNN,Agglo,4,20,RoadSafety,LogisticRegression,centroid,0.1074771143357285
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,LogisticRegression,centroid,0.0636259970908629
Encoded,encoded,GNN,Agglo,2,20,RoadSafety,LogisticRegression,centroid,0.020424438233327
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,RoadSafety,LogisticRegression,centroid,-0.0285643909957019
Original,original,,Agglo,1,20,RoadSafety,LogisticRegression,centroid,0.0030292489278275
Decoded,decoded,MLP,Agglo,1,20,RoadSafety,LogisticRegression,closest,0.0085644432362357
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,RoadSafety,LogisticRegression,closest,0.0737354386351145
Encoded,encoded,MLP,Agglo,3,20,RoadSafety,LogisticRegression,closest,0.0334035059985193
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,LogisticRegression,closest,-0.0099543305198501
Original,original,,Agglo,2,20,RoadSafety,LogisticRegression,closest,0.0168761186869004
Decoded,decoded,GNN,Agglo,4,20,RoadSafety,LogisticRegression,closest,0.1890229154547971
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,LogisticRegression,closest,0.1219194435891692
Encoded,encoded,GNN,Agglo,2,20,RoadSafety,LogisticRegression,closest,0.0418881017465547
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,RoadSafety,LogisticRegression,closest,0.019803932190424
Original,original,,Agglo,0,20,RoadSafety,LogisticRegression,closest,0.0168761186869004
Decoded,decoded,MLP,KIP,3,20,RoadSafety,LogisticRegression,centroid,0.1904950268611843
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,RoadSafety,LogisticRegression,centroid,0.2060972756117554
Encoded,encoded,MLP,KIP,2,20,RoadSafety,LogisticRegression,centroid,0.17003876939348517
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,RoadSafety,LogisticRegression,centroid,0.06358754764483812
Original,original,,KIP,1,20,RoadSafety,LogisticRegression,centroid,0.13089119573864252
Decoded,decoded,GNN,KIP,3,20,RoadSafety,LogisticRegression,centroid,0.18169951527701622
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,RoadSafety,LogisticRegression,centroid,0.18458519565416975
Encoded,encoded,GNN,KIP,2,20,RoadSafety,LogisticRegression,centroid,0.16545212277396848
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,RoadSafety,LogisticRegression,centroid,0.07890463328420129
Original,original,,KIP,1,20,RoadSafety,LogisticRegression,centroid,0.13089119573864252
Decoded,decoded,MLP,KMeans,2,20,RoadSafety,LogisticRegression,centroid,0.01464272022531394
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,LogisticRegression,centroid,0.12105373328149331
Encoded,encoded,MLP,KMeans,3,20,RoadSafety,LogisticRegression,centroid,0.02480161270038812
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,LogisticRegression,centroid,-0.0189553580168205
Original,original,,KMeans,1,20,RoadSafety,LogisticRegression,centroid,0.00676757328461614
Decoded,decoded,GNN,KMeans,4,20,RoadSafety,LogisticRegression,centroid,0.17840023440926434
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,RoadSafety,LogisticRegression,centroid,0.16285418449723327
Encoded,encoded,GNN,KMeans,2,20,RoadSafety,LogisticRegression,centroid,0.022829817488608857
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,LogisticRegression,centroid,-0.020982557102491382
Original,original,,KMeans,1,20,RoadSafety,LogisticRegression,centroid,0.00676757328461614
Decoded,decoded,MLP,KMeans,2,20,RoadSafety,LogisticRegression,closest,0.02354310313294212
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,LogisticRegression,closest,0.11254690743110536
Encoded,encoded,MLP,KMeans,3,20,RoadSafety,LogisticRegression,closest,0.035446067517916756
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,LogisticRegression,closest,0.00717986259975546
Original,original,,KMeans,1,20,RoadSafety,LogisticRegression,closest,0.015559694396179519
Decoded,decoded,GNN,KMeans,4,20,RoadSafety,LogisticRegression,closest,0.1452125313725829
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,RoadSafety,LogisticRegression,closest,0.10859015363187381
Encoded,encoded,GNN,KMeans,2,20,RoadSafety,LogisticRegression,closest,0.08045067433805478
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,LogisticRegression,closest,-0.00583948612741782
Original,original,,KMeans,1,20,RoadSafety,LogisticRegression,closest,0.015559694396179519
Decoded,decoded,MLP,Agglo,3,20,RoadSafety,MLPClassifier,centroid,0.2056487332207198
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,RoadSafety,MLPClassifier,centroid,0.2345001971143841
Encoded,encoded,MLP,Agglo,1,20,RoadSafety,MLPClassifier,centroid,0.1247105473360355
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,MLPClassifier,centroid,0.0832676700441531
Original,original,,Agglo,2,20,RoadSafety,MLPClassifier,centroid,0.1581097354988939
Decoded,decoded,GNN,Agglo,4,20,RoadSafety,MLPClassifier,centroid,0.2293877485740957
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,MLPClassifier,centroid,0.227174913407008
Encoded,encoded,GNN,Agglo,1,20,RoadSafety,MLPClassifier,centroid,0.133602332839651
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,RoadSafety,MLPClassifier,centroid,0.0952504463182111
Original,original,,Agglo,2,20,RoadSafety,MLPClassifier,centroid,0.1581097354988939
Decoded,decoded,MLP,Agglo,2,20,RoadSafety,MLPClassifier,closest,0.1741102565132278
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,RoadSafety,MLPClassifier,closest,0.2066681090915173
Encoded,encoded,MLP,Agglo,1,20,RoadSafety,MLPClassifier,closest,0.1448910812746389
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,MLPClassifier,closest,0.1093280160257839
Original,original,,Agglo,4,20,RoadSafety,MLPClassifier,closest,0.2069872220699634
Decoded,decoded,GNN,Agglo,4,20,RoadSafety,MLPClassifier,closest,0.2592529343627269
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,MLPClassifier,closest,0.2500220763314036
Encoded,encoded,GNN,Agglo,1,20,RoadSafety,MLPClassifier,closest,0.1528565647575492
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,RoadSafety,MLPClassifier,closest,0.1287200370871297
Original,original,,Agglo,2,20,RoadSafety,MLPClassifier,closest,0.2069872220699634
Decoded,decoded,MLP,KIP,3,20,RoadSafety,MLPClassifier,centroid,0.2812909847530625
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,RoadSafety,MLPClassifier,centroid,0.299353622356584
Encoded,encoded,MLP,KIP,1,20,RoadSafety,MLPClassifier,centroid,0.24551085663895086
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,RoadSafety,MLPClassifier,centroid,0.17214894118188295
Original,original,,KIP,2,20,RoadSafety,MLPClassifier,centroid,0.24856008546524033
Decoded,decoded,GNN,KIP,4,20,RoadSafety,MLPClassifier,centroid,0.29067436546941894
Decoded-FT,decoded,GNN-MultiHead,KIP,3,20,RoadSafety,MLPClassifier,centroid,0.2905745474315168
Encoded,encoded,GNN,KIP,1,20,RoadSafety,MLPClassifier,centroid,0.24193762323568965
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,RoadSafety,MLPClassifier,centroid,0.14029591894917715
Original,original,,KIP,2,20,RoadSafety,MLPClassifier,centroid,0.24856008546524033
Decoded,decoded,MLP,KMeans,3,20,RoadSafety,MLPClassifier,centroid,0.17956839633009175
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,MLPClassifier,centroid,0.2380555886728708
Encoded,encoded,MLP,KMeans,1,20,RoadSafety,MLPClassifier,centroid,0.13219469946314513
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,MLPClassifier,centroid,0.08990283665593711
Original,original,,KMeans,2,20,RoadSafety,MLPClassifier,centroid,0.14168791488584093
Decoded,decoded,GNN,KMeans,3,20,RoadSafety,MLPClassifier,centroid,0.24627801353637432
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,RoadSafety,MLPClassifier,centroid,0.2721531858143092
Encoded,encoded,GNN,KMeans,1,20,RoadSafety,MLPClassifier,centroid,0.14099277285381756
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,MLPClassifier,centroid,0.08843174224304479
Original,original,,KMeans,2,20,RoadSafety,MLPClassifier,centroid,0.14168791488584093
Decoded,decoded,MLP,KMeans,3,20,RoadSafety,MLPClassifier,closest,0.1915287061207433
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,MLPClassifier,closest,0.22092621864070253
Encoded,encoded,MLP,KMeans,1,20,RoadSafety,MLPClassifier,closest,0.1405600859817536
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,RoadSafety,MLPClassifier,closest,0.11537167530771866
Original,original,,KMeans,2,20,RoadSafety,MLPClassifier,closest,0.16428241242180505
Decoded,decoded,GNN,KMeans,4,20,RoadSafety,MLPClassifier,closest,0.2487806772230791
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,RoadSafety,MLPClassifier,closest,0.23289020489916162
Encoded,encoded,GNN,KMeans,2,20,RoadSafety,MLPClassifier,closest,0.21361194773453668
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,MLPClassifier,closest,0.0962388147894208
Original,original,,KMeans,1,20,RoadSafety,MLPClassifier,closest,0.16428241242180505
Decoded,decoded,MLP,Agglo,3,20,RoadSafety,XGBClassifier,centroid,0.1796402621250468
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,RoadSafety,XGBClassifier,centroid,0.1329092254022482
Encoded,encoded,MLP,Agglo,2,20,RoadSafety,XGBClassifier,centroid,0.1784311305339965
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,RoadSafety,XGBClassifier,centroid,0.1221750961590659
Original,original,,Agglo,4,20,RoadSafety,XGBClassifier,centroid,0.296306835863785
Decoded,decoded,GNN,Agglo,0,20,RoadSafety,XGBClassifier,centroid,0.1350411948901891
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,RoadSafety,XGBClassifier,centroid,0.1596223240684066
Encoded,encoded,GNN,Agglo,3,20,RoadSafety,XGBClassifier,centroid,0.2243323178278271
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,RoadSafety,XGBClassifier,centroid,0.1416576966999863
Original,original,,Agglo,4,20,RoadSafety,XGBClassifier,centroid,0.296306835863785
Decoded,decoded,MLP,Agglo,1,20,RoadSafety,XGBClassifier,closest,0.1379325732264659
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,RoadSafety,XGBClassifier,closest,0.1936594087775047
Encoded,encoded,MLP,Agglo,4,20,RoadSafety,XGBClassifier,closest,0.2057589429070965
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,RoadSafety,XGBClassifier,closest,0.1523962937484632
Original,original,,Agglo,0,20,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,Agglo,4,20,RoadSafety,XGBClassifier,closest,0.3654670452047998
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,RoadSafety,XGBClassifier,closest,0.2270532475759296
Encoded,encoded,GNN,Agglo,2,20,RoadSafety,XGBClassifier,closest,0.2223454067174833
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,RoadSafety,XGBClassifier,closest,0.140663991419925
Original,original,,Agglo,0,20,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,KIP,1,20,RoadSafety,XGBClassifier,centroid,0.28135914668987116
Decoded-FT,decoded,MLP-MultiHead,KIP,3,20,RoadSafety,XGBClassifier,centroid,0.30618409272069014
Encoded,encoded,MLP,KIP,2,20,RoadSafety,XGBClassifier,centroid,0.2923838122260619
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,RoadSafety,XGBClassifier,centroid,0.21977435912375146
Original,original,,KIP,4,20,RoadSafety,XGBClassifier,centroid,0.3486097815404851
Decoded,decoded,GNN,KIP,1,20,RoadSafety,XGBClassifier,centroid,0.2642314990770803
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,RoadSafety,XGBClassifier,centroid,0.27395512154963964
Encoded,encoded,GNN,KIP,3,20,RoadSafety,XGBClassifier,centroid,0.2829278330848283
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,RoadSafety,XGBClassifier,centroid,0.19007554604708105
Original,original,,KIP,4,20,RoadSafety,XGBClassifier,centroid,0.3486097815404851
Decoded,decoded,MLP,KMeans,0,20,RoadSafety,XGBClassifier,centroid,0.1387406847848763
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,XGBClassifier,centroid,0.19828704345000575
Encoded,encoded,MLP,KMeans,3,20,RoadSafety,XGBClassifier,centroid,0.1962123926348701
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,RoadSafety,XGBClassifier,centroid,0.1588370782289641
Original,original,,KMeans,2,20,RoadSafety,XGBClassifier,centroid,0.179518403643724
Decoded,decoded,GNN,KMeans,4,20,RoadSafety,XGBClassifier,centroid,0.37294222831716417
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,RoadSafety,XGBClassifier,centroid,0.22246928842445582
Encoded,encoded,GNN,KMeans,2,20,RoadSafety,XGBClassifier,centroid,0.22178768295458365
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,RoadSafety,XGBClassifier,centroid,0.1383730316298275
Original,original,,KMeans,1,20,RoadSafety,XGBClassifier,centroid,0.179518403643724
Decoded,decoded,MLP,KMeans,1,20,RoadSafety,XGBClassifier,closest,0.14968725272127928
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,RoadSafety,XGBClassifier,closest,0.249009886217894
Encoded,encoded,MLP,KMeans,3,20,RoadSafety,XGBClassifier,closest,0.19630246249990296
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,RoadSafety,XGBClassifier,closest,0.16872827427515252
Original,original,,KMeans,0,20,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,KMeans,4,20,RoadSafety,XGBClassifier,closest,0.26128478352148443
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,RoadSafety,XGBClassifier,closest,0.21010756858748567
Encoded,encoded,GNN,KMeans,3,20,RoadSafety,XGBClassifier,closest,0.25878439626628774
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,RoadSafety,XGBClassifier,closest,0.13432030905734368
Original,original,,KMeans,0,20,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,Agglo,2,20,TencentCTRSmall,GaussianNB,centroid,-0.0448879906489953
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TencentCTRSmall,GaussianNB,centroid,-0.0224515314704624
Encoded,encoded,MLP,Agglo,0,20,TencentCTRSmall,GaussianNB,centroid,-0.1093431012090876
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,TencentCTRSmall,GaussianNB,centroid,-0.0865843268646791
Original,original,,Agglo,3,20,TencentCTRSmall,GaussianNB,centroid,-0.0328798183750174
Decoded,decoded,GNN,Agglo,4,20,TencentCTRSmall,GaussianNB,centroid,0.0243879345143699
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TencentCTRSmall,GaussianNB,centroid,0.0040542532945034
Encoded,encoded,GNN,Agglo,1,20,TencentCTRSmall,GaussianNB,centroid,-0.0417429057330553
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TencentCTRSmall,GaussianNB,centroid,-0.076382897277113
Original,original,,Agglo,2,20,TencentCTRSmall,GaussianNB,centroid,-0.0328798183750174
Decoded,decoded,MLP,Agglo,1,20,TencentCTRSmall,GaussianNB,closest,-0.0436033676137798
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,TencentCTRSmall,GaussianNB,closest,0.0163377847479614
Encoded,encoded,MLP,Agglo,0,20,TencentCTRSmall,GaussianNB,closest,-0.0706732039190277
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,TencentCTRSmall,GaussianNB,closest,0.0357215251072501
Original,original,,Agglo,2,20,TencentCTRSmall,GaussianNB,closest,0.0014202736625804
Decoded,decoded,GNN,Agglo,1,20,TencentCTRSmall,GaussianNB,closest,-0.0794249881982021
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,TencentCTRSmall,GaussianNB,closest,-0.0731777164279672
Encoded,encoded,GNN,Agglo,3,20,TencentCTRSmall,GaussianNB,closest,-0.0210753152765987
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TencentCTRSmall,GaussianNB,closest,-0.1082847557873254
Original,original,,Agglo,4,20,TencentCTRSmall,GaussianNB,closest,0.0014202736625804
Decoded,decoded,MLP,KIP,2,20,TencentCTRSmall,GaussianNB,centroid,0.004720255363272181
Decoded-FT,decoded,MLP-MultiHead,KIP,4,20,TencentCTRSmall,GaussianNB,centroid,0.0185047165645841
Encoded,encoded,MLP,KIP,0,20,TencentCTRSmall,GaussianNB,centroid,-0.03977465764158429
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,TencentCTRSmall,GaussianNB,centroid,-0.03427033392276292
Original,original,,KIP,3,20,TencentCTRSmall,GaussianNB,centroid,0.00617078955041872
Decoded,decoded,GNN,KIP,2,20,TencentCTRSmall,GaussianNB,centroid,0.003618200294914521
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,TencentCTRSmall,GaussianNB,centroid,0.021453629804027423
Encoded,encoded,GNN,KIP,0,20,TencentCTRSmall,GaussianNB,centroid,-0.01966304152281158
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,TencentCTRSmall,GaussianNB,centroid,-0.0060738631192417
Original,original,,KIP,3,20,TencentCTRSmall,GaussianNB,centroid,0.00617078955041872
Decoded,decoded,MLP,KMeans,3,20,TencentCTRSmall,GaussianNB,centroid,-0.02211116820117408
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TencentCTRSmall,GaussianNB,centroid,0.0036705282007413
Encoded,encoded,MLP,KMeans,1,20,TencentCTRSmall,GaussianNB,centroid,-0.10921189497549685
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,GaussianNB,centroid,-0.11034343763037284
Original,original,,KMeans,2,20,TencentCTRSmall,GaussianNB,centroid,-0.03088011170500658
Decoded,decoded,GNN,KMeans,4,20,TencentCTRSmall,GaussianNB,centroid,-0.021338075565901744
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,TencentCTRSmall,GaussianNB,centroid,-0.043150271330239874
Encoded,encoded,GNN,KMeans,1,20,TencentCTRSmall,GaussianNB,centroid,-0.08337215092620198
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,GaussianNB,centroid,-0.12215597928448736
Original,original,,KMeans,3,20,TencentCTRSmall,GaussianNB,centroid,-0.03088011170500658
Decoded,decoded,MLP,KMeans,2,20,TencentCTRSmall,GaussianNB,closest,-0.03224098507862409
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TencentCTRSmall,GaussianNB,closest,-0.02335996555788058
Encoded,encoded,MLP,KMeans,1,20,TencentCTRSmall,GaussianNB,closest,-0.06841193501368767
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,GaussianNB,closest,-0.07148003530008049
Original,original,,KMeans,3,20,TencentCTRSmall,GaussianNB,closest,-0.028567326478789838
Decoded,decoded,GNN,KMeans,1,20,TencentCTRSmall,GaussianNB,closest,-0.06057708714045564
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TencentCTRSmall,GaussianNB,closest,-0.03401120644228406
Encoded,encoded,GNN,KMeans,2,20,TencentCTRSmall,GaussianNB,closest,-0.0414156437636749
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,GaussianNB,closest,-0.11750544293311434
Original,original,,KMeans,4,20,TencentCTRSmall,GaussianNB,closest,-0.028567326478789838
Decoded,decoded,MLP,Agglo,4,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0230365365178003
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0391597723954628
Encoded,encoded,MLP,Agglo,1,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0611894957511324
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0611634784561823
Original,original,,Agglo,0,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0678377568973908
Decoded,decoded,GNN,Agglo,4,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0048298581215138
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0239050275146931
Encoded,encoded,GNN,Agglo,3,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0074454385505185
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0219565380151985
Original,original,,Agglo,0,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0678377568973908
Decoded,decoded,MLP,Agglo,1,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0455177254520271
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.062043199940104
Encoded,encoded,MLP,Agglo,2,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0411947366450791
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0306624115599144
Original,original,,Agglo,4,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.00101561037697
Decoded,decoded,GNN,Agglo,4,20,TencentCTRSmall,KNeighborsClassifier,closest,0.0142726387901023
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0543067046007561
Encoded,encoded,GNN,Agglo,2,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0039469546662673
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0634705948414629
Original,original,,Agglo,3,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.00101561037697
Decoded,decoded,MLP,KIP,4,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.027202186201474944
Decoded-FT,decoded,MLP-MultiHead,KIP,0,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.030219556021412797
Encoded,encoded,MLP,KIP,2,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.012329240444727298
Encoded-FT,encoded,MLP-MultiHead,KIP,1,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.0040290869614045205
Original,original,,KIP,3,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.018330999887695102
Decoded,decoded,GNN,KIP,4,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.02318032418672546
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.011633436903380343
Encoded,encoded,GNN,KIP,2,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.0181523977089806
Encoded-FT,encoded,GNN-MultiHead,KIP,1,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.01781727997604158
Original,original,,KIP,3,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.018330999887695102
Decoded,decoded,MLP,KMeans,3,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.03475356567963166
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05002178714483578
Encoded,encoded,MLP,KMeans,4,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02844337962789644
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06446774978474899
Original,original,,KMeans,0,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0714696589675438
Decoded,decoded,GNN,KMeans,4,20,TencentCTRSmall,KNeighborsClassifier,centroid,0.003706921723505381
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.08759102309736828
Encoded,encoded,GNN,KMeans,3,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02651409426122108
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07289907535656791
Original,original,,KMeans,2,20,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0714696589675438
Decoded,decoded,MLP,KMeans,3,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.02504424811889338
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0479161082618949
Encoded,encoded,MLP,KMeans,2,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0341945869052521
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.037637068094186384
Original,original,,KMeans,4,20,TencentCTRSmall,KNeighborsClassifier,closest,0.00423026241904692
Decoded,decoded,GNN,KMeans,3,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.004439860741960839
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.06990603825852579
Encoded,encoded,GNN,KMeans,2,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.0109670198030921
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,KNeighborsClassifier,closest,-0.06733144910717632
Original,original,,KMeans,4,20,TencentCTRSmall,KNeighborsClassifier,closest,0.00423026241904692
Decoded,decoded,MLP,Agglo,3,20,TencentCTRSmall,LogisticRegression,centroid,0.1034187806454968
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TencentCTRSmall,LogisticRegression,centroid,0.1276536424040901
Encoded,encoded,MLP,Agglo,2,20,TencentCTRSmall,LogisticRegression,centroid,0.0868160400223687
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,TencentCTRSmall,LogisticRegression,centroid,0.0626508398880534
Original,original,,Agglo,0,20,TencentCTRSmall,LogisticRegression,centroid,0.0369887173850374
Decoded,decoded,GNN,Agglo,4,20,TencentCTRSmall,LogisticRegression,centroid,0.1659107149850821
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TencentCTRSmall,LogisticRegression,centroid,0.111156196770654
Encoded,encoded,GNN,Agglo,2,20,TencentCTRSmall,LogisticRegression,centroid,0.0908052113315386
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,LogisticRegression,centroid,0.0898110083343552
Original,original,,Agglo,0,20,TencentCTRSmall,LogisticRegression,centroid,0.0369887173850374
Decoded,decoded,MLP,Agglo,0,20,TencentCTRSmall,LogisticRegression,closest,0.0636813182932709
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,TencentCTRSmall,LogisticRegression,closest,0.1069657451000912
Encoded,encoded,MLP,Agglo,2,20,TencentCTRSmall,LogisticRegression,closest,0.1147397576545926
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,20,TencentCTRSmall,LogisticRegression,closest,0.1185369582203604
Original,original,,Agglo,3,20,TencentCTRSmall,LogisticRegression,closest,0.1182441867856071
Decoded,decoded,GNN,Agglo,2,20,TencentCTRSmall,LogisticRegression,closest,0.1079230306466205
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,LogisticRegression,closest,0.0980175971041309
Encoded,encoded,GNN,Agglo,3,20,TencentCTRSmall,LogisticRegression,closest,0.1128545600114026
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TencentCTRSmall,LogisticRegression,closest,0.0873437990560689
Original,original,,Agglo,4,20,TencentCTRSmall,LogisticRegression,closest,0.1182441867856071
Decoded,decoded,MLP,KIP,4,20,TencentCTRSmall,LogisticRegression,centroid,0.1249623923535291
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,TencentCTRSmall,LogisticRegression,centroid,0.10059507720241478
Encoded,encoded,MLP,KIP,3,20,TencentCTRSmall,LogisticRegression,centroid,0.11840399119374342
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TencentCTRSmall,LogisticRegression,centroid,0.09537289514352543
Original,original,,KIP,2,20,TencentCTRSmall,LogisticRegression,centroid,0.11261690793558254
Decoded,decoded,GNN,KIP,3,20,TencentCTRSmall,LogisticRegression,centroid,0.15398056793806086
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,TencentCTRSmall,LogisticRegression,centroid,0.1738313379718772
Encoded,encoded,GNN,KIP,1,20,TencentCTRSmall,LogisticRegression,centroid,0.13589387420715757
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,TencentCTRSmall,LogisticRegression,centroid,0.14633037330284054
Original,original,,KIP,0,20,TencentCTRSmall,LogisticRegression,centroid,0.11261690793558254
Decoded,decoded,MLP,KMeans,2,20,TencentCTRSmall,LogisticRegression,centroid,0.07408767348794143
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TencentCTRSmall,LogisticRegression,centroid,0.09338092581261725
Encoded,encoded,MLP,KMeans,3,20,TencentCTRSmall,LogisticRegression,centroid,0.07943039904874957
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,LogisticRegression,centroid,0.05904111576734679
Original,original,,KMeans,0,20,TencentCTRSmall,LogisticRegression,centroid,0.032138213798908355
Decoded,decoded,GNN,KMeans,4,20,TencentCTRSmall,LogisticRegression,centroid,0.15123069939628725
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,TencentCTRSmall,LogisticRegression,centroid,0.07546077793736095
Encoded,encoded,GNN,KMeans,3,20,TencentCTRSmall,LogisticRegression,centroid,0.0775939966446852
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,LogisticRegression,centroid,0.05487666682289703
Original,original,,KMeans,0,20,TencentCTRSmall,LogisticRegression,centroid,0.032138213798908355
Decoded,decoded,MLP,KMeans,2,20,TencentCTRSmall,LogisticRegression,closest,0.08548068767900946
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,LogisticRegression,closest,0.07945447564700238
Encoded,encoded,MLP,KMeans,3,20,TencentCTRSmall,LogisticRegression,closest,0.09898929650748076
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,LogisticRegression,closest,0.07465607381949221
Original,original,,KMeans,4,20,TencentCTRSmall,LogisticRegression,closest,0.12114178933425954
Decoded,decoded,GNN,KMeans,4,20,TencentCTRSmall,LogisticRegression,closest,0.13127595056015
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,LogisticRegression,closest,0.08935050326510771
Encoded,encoded,GNN,KMeans,2,20,TencentCTRSmall,LogisticRegression,closest,0.1008613322769591
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,LogisticRegression,closest,0.07620792293434016
Original,original,,KMeans,3,20,TencentCTRSmall,LogisticRegression,closest,0.12114178933425954
Decoded,decoded,MLP,Agglo,3,20,TencentCTRSmall,MLPClassifier,centroid,-0.0555059566295329
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TencentCTRSmall,MLPClassifier,centroid,-0.0535006724791292
Encoded,encoded,MLP,Agglo,2,20,TencentCTRSmall,MLPClassifier,centroid,-0.1029726432558023
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,20,TencentCTRSmall,MLPClassifier,centroid,-0.1149185038631863
Original,original,,Agglo,0,20,TencentCTRSmall,MLPClassifier,centroid,-0.1277964984787233
Decoded,decoded,GNN,Agglo,4,20,TencentCTRSmall,MLPClassifier,centroid,0.0212131863010252
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TencentCTRSmall,MLPClassifier,centroid,-0.0494750573131237
Encoded,encoded,GNN,Agglo,2,20,TencentCTRSmall,MLPClassifier,centroid,-0.0809421035208894
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,MLPClassifier,centroid,-0.0852634474605909
Original,original,,Agglo,0,20,TencentCTRSmall,MLPClassifier,centroid,-0.1277964984787233
Decoded,decoded,MLP,Agglo,0,20,TencentCTRSmall,MLPClassifier,closest,-0.1035365148836646
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,TencentCTRSmall,MLPClassifier,closest,-0.0531090681669292
Encoded,encoded,MLP,Agglo,1,20,TencentCTRSmall,MLPClassifier,closest,-0.089859686052945
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,TencentCTRSmall,MLPClassifier,closest,-0.0683145041749263
Original,original,,Agglo,4,20,TencentCTRSmall,MLPClassifier,closest,-0.0403024497068176
Decoded,decoded,GNN,Agglo,1,20,TencentCTRSmall,MLPClassifier,closest,-0.0570966803528837
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TencentCTRSmall,MLPClassifier,closest,-0.0513559154628532
Encoded,encoded,GNN,Agglo,0,20,TencentCTRSmall,MLPClassifier,closest,-0.06606499782785
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,20,TencentCTRSmall,MLPClassifier,closest,-0.0569234484945804
Original,original,,Agglo,4,20,TencentCTRSmall,MLPClassifier,closest,-0.0403024497068176
Decoded,decoded,MLP,KIP,4,20,TencentCTRSmall,MLPClassifier,centroid,-0.03344192797412869
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,TencentCTRSmall,MLPClassifier,centroid,-0.06381533715395107
Encoded,encoded,MLP,KIP,1,20,TencentCTRSmall,MLPClassifier,centroid,-0.06440887811344728
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TencentCTRSmall,MLPClassifier,centroid,-0.07672211372189235
Original,original,,KIP,3,20,TencentCTRSmall,MLPClassifier,centroid,-0.04961429868876217
Decoded,decoded,GNN,KIP,2,20,TencentCTRSmall,MLPClassifier,centroid,-0.010817500044369021
Decoded-FT,decoded,GNN-MultiHead,KIP,4,20,TencentCTRSmall,MLPClassifier,centroid,0.0207334613731536
Encoded,encoded,GNN,KIP,1,20,TencentCTRSmall,MLPClassifier,centroid,-0.029506864071249715
Encoded-FT,encoded,GNN-MultiHead,KIP,3,20,TencentCTRSmall,MLPClassifier,centroid,-0.009389398210271821
Original,original,,KIP,0,20,TencentCTRSmall,MLPClassifier,centroid,-0.04961429868876217
Decoded,decoded,MLP,KMeans,3,20,TencentCTRSmall,MLPClassifier,centroid,-0.09288368155894791
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TencentCTRSmall,MLPClassifier,centroid,-0.07743413909939499
Encoded,encoded,MLP,KMeans,2,20,TencentCTRSmall,MLPClassifier,centroid,-0.09692310897557087
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,MLPClassifier,centroid,-0.10257401707317648
Original,original,,KMeans,1,20,TencentCTRSmall,MLPClassifier,centroid,-0.0991414798861994
Decoded,decoded,GNN,KMeans,4,20,TencentCTRSmall,MLPClassifier,centroid,-0.01286290916863376
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TencentCTRSmall,MLPClassifier,centroid,-0.0966921588856369
Encoded,encoded,GNN,KMeans,1,20,TencentCTRSmall,MLPClassifier,centroid,-0.10710972096938853
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,MLPClassifier,centroid,-0.1267933741322011
Original,original,,KMeans,2,20,TencentCTRSmall,MLPClassifier,centroid,-0.0991414798861994
Decoded,decoded,MLP,KMeans,2,20,TencentCTRSmall,MLPClassifier,closest,-0.077482829211907
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,MLPClassifier,closest,-0.08418223374186226
Encoded,encoded,MLP,KMeans,3,20,TencentCTRSmall,MLPClassifier,closest,-0.07222657338124672
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,MLPClassifier,closest,-0.09819541788231191
Original,original,,KMeans,4,20,TencentCTRSmall,MLPClassifier,closest,-0.03990050549750732
Decoded,decoded,GNN,KMeans,4,20,TencentCTRSmall,MLPClassifier,closest,-0.03253155404795406
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,MLPClassifier,closest,-0.07267145902892937
Encoded,encoded,GNN,KMeans,2,20,TencentCTRSmall,MLPClassifier,closest,-0.049918283947464136
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,MLPClassifier,closest,-0.10295701766501979
Original,original,,KMeans,3,20,TencentCTRSmall,MLPClassifier,closest,-0.03990050549750732
Decoded,decoded,MLP,Agglo,3,20,TencentCTRSmall,XGBClassifier,centroid,0.1365495123618051
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TencentCTRSmall,XGBClassifier,centroid,0.1409766435046298
Encoded,encoded,MLP,Agglo,1,20,TencentCTRSmall,XGBClassifier,centroid,0.118366103583706
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TencentCTRSmall,XGBClassifier,centroid,0.1152030831571004
Original,original,,Agglo,2,20,TencentCTRSmall,XGBClassifier,centroid,0.1285034468691741
Decoded,decoded,GNN,Agglo,3,20,TencentCTRSmall,XGBClassifier,centroid,0.1800060422704952
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,TencentCTRSmall,XGBClassifier,centroid,0.2069005739216296
Encoded,encoded,GNN,Agglo,2,20,TencentCTRSmall,XGBClassifier,centroid,0.175000709425895
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,XGBClassifier,centroid,0.1331858145549736
Original,original,,Agglo,0,20,TencentCTRSmall,XGBClassifier,centroid,0.1285034468691741
Decoded,decoded,MLP,Agglo,3,20,TencentCTRSmall,XGBClassifier,closest,0.1326834939875958
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,TencentCTRSmall,XGBClassifier,closest,0.1227869635583987
Encoded,encoded,MLP,Agglo,4,20,TencentCTRSmall,XGBClassifier,closest,0.1637155855930573
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,20,TencentCTRSmall,XGBClassifier,closest,0.1289349032366596
Original,original,,Agglo,0,20,TencentCTRSmall,XGBClassifier,closest,0.0986972118543264
Decoded,decoded,GNN,Agglo,3,20,TencentCTRSmall,XGBClassifier,closest,0.1738891448744881
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,20,TencentCTRSmall,XGBClassifier,closest,0.1419377000208672
Encoded,encoded,GNN,Agglo,4,20,TencentCTRSmall,XGBClassifier,closest,0.2061401947856177
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,TencentCTRSmall,XGBClassifier,closest,0.1116564240200162
Original,original,,Agglo,0,20,TencentCTRSmall,XGBClassifier,closest,0.0986972118543264
Decoded,decoded,MLP,KIP,1,20,TencentCTRSmall,XGBClassifier,centroid,0.14021971351109064
Decoded-FT,decoded,MLP-MultiHead,KIP,0,20,TencentCTRSmall,XGBClassifier,centroid,0.11559415320181539
Encoded,encoded,MLP,KIP,3,20,TencentCTRSmall,XGBClassifier,centroid,0.17777871148503294
Encoded-FT,encoded,MLP-MultiHead,KIP,2,20,TencentCTRSmall,XGBClassifier,centroid,0.14319278025497628
Original,original,,KIP,4,20,TencentCTRSmall,XGBClassifier,centroid,0.19328172893596932
Decoded,decoded,GNN,KIP,3,20,TencentCTRSmall,XGBClassifier,centroid,0.18038541658664395
Decoded-FT,decoded,GNN-MultiHead,KIP,0,20,TencentCTRSmall,XGBClassifier,centroid,0.1677037036107975
Encoded,encoded,GNN,KIP,1,20,TencentCTRSmall,XGBClassifier,centroid,0.1705805706355374
Encoded-FT,encoded,GNN-MultiHead,KIP,2,20,TencentCTRSmall,XGBClassifier,centroid,0.1744615143899008
Original,original,,KIP,4,20,TencentCTRSmall,XGBClassifier,centroid,0.19328172893596932
Decoded,decoded,MLP,KMeans,2,20,TencentCTRSmall,XGBClassifier,centroid,0.1231885378097349
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,XGBClassifier,centroid,0.10714353465298568
Encoded,encoded,MLP,KMeans,3,20,TencentCTRSmall,XGBClassifier,centroid,0.1546256214531645
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,XGBClassifier,centroid,0.10521188944494977
Original,original,,KMeans,4,20,TencentCTRSmall,XGBClassifier,centroid,0.19866997930671298
Decoded,decoded,GNN,KMeans,3,20,TencentCTRSmall,XGBClassifier,centroid,0.15490920367609598
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,XGBClassifier,centroid,0.11734960994118107
Encoded,encoded,GNN,KMeans,2,20,TencentCTRSmall,XGBClassifier,centroid,0.13847115505667015
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,XGBClassifier,centroid,0.1250380307152408
Original,original,,KMeans,4,20,TencentCTRSmall,XGBClassifier,centroid,0.19866997930671298
Decoded,decoded,MLP,KMeans,2,20,TencentCTRSmall,XGBClassifier,closest,0.13567158017915784
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,20,TencentCTRSmall,XGBClassifier,closest,0.1043548716080231
Encoded,encoded,MLP,KMeans,4,20,TencentCTRSmall,XGBClassifier,closest,0.1606979308437527
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,20,TencentCTRSmall,XGBClassifier,closest,0.13123541855422297
Original,original,,KMeans,3,20,TencentCTRSmall,XGBClassifier,closest,0.15917745477429518
Decoded,decoded,GNN,KMeans,3,20,TencentCTRSmall,XGBClassifier,closest,0.16414638348788888
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,TencentCTRSmall,XGBClassifier,closest,0.11309443422853731
Encoded,encoded,GNN,KMeans,4,20,TencentCTRSmall,XGBClassifier,closest,0.16948349248251557
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,TencentCTRSmall,XGBClassifier,closest,0.14323266488429615
Original,original,,KMeans,2,20,TencentCTRSmall,XGBClassifier,closest,0.15917745477429518
Decoded,decoded,MLP,Agglo,1,20,TwoDPlanes,GaussianNB,centroid,0.0044613931619466
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TwoDPlanes,GaussianNB,centroid,0.1519425751612735
Encoded,encoded,MLP,Agglo,3,20,TwoDPlanes,GaussianNB,centroid,0.0485902379524615
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,GaussianNB,centroid,-0.1067355459905543
Original,original,,Agglo,2,20,TwoDPlanes,GaussianNB,centroid,0.0274585269326626
Decoded,decoded,GNN,Agglo,1,20,TwoDPlanes,GaussianNB,centroid,-0.0267484674942757
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,TwoDPlanes,GaussianNB,centroid,0.3924307358865326
Encoded,encoded,GNN,Agglo,3,20,TwoDPlanes,GaussianNB,centroid,0.1949307100276122
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,GaussianNB,centroid,-0.0726432776486893
Original,original,,Agglo,2,20,TwoDPlanes,GaussianNB,centroid,0.0274585269326626
Decoded,decoded,MLP,Agglo,4,20,TwoDPlanes,GaussianNB,closest,0.2617748926589575
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,TwoDPlanes,GaussianNB,closest,0.177702966667984
Encoded,encoded,MLP,Agglo,2,20,TwoDPlanes,GaussianNB,closest,0.0639487791804658
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,GaussianNB,closest,-0.1036427527789055
Original,original,,Agglo,1,20,TwoDPlanes,GaussianNB,closest,-0.0135322383826478
Decoded,decoded,GNN,Agglo,4,20,TwoDPlanes,GaussianNB,closest,0.3957596409349631
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TwoDPlanes,GaussianNB,closest,0.3670505368179313
Encoded,encoded,GNN,Agglo,2,20,TwoDPlanes,GaussianNB,closest,0.2099994987347694
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,GaussianNB,closest,-0.0767203674671968
Original,original,,Agglo,1,20,TwoDPlanes,GaussianNB,closest,-0.0135322383826478
Decoded,decoded,MLP,KIP,3,20,TwoDPlanes,GaussianNB,centroid,0.15902134196393605
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,TwoDPlanes,GaussianNB,centroid,0.09926462534137093
Encoded,encoded,MLP,KIP,4,20,TwoDPlanes,GaussianNB,centroid,0.21780681078881908
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TwoDPlanes,GaussianNB,centroid,-0.06458585015776579
Original,original,,KIP,2,20,TwoDPlanes,GaussianNB,centroid,0.15414966718906115
Decoded,decoded,GNN,KIP,3,20,TwoDPlanes,GaussianNB,centroid,0.19420854330997903
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,TwoDPlanes,GaussianNB,centroid,0.1048052505013316
Encoded,encoded,GNN,KIP,4,20,TwoDPlanes,GaussianNB,centroid,0.2795232490261796
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,TwoDPlanes,GaussianNB,centroid,-0.031571142929812855
Original,original,,KIP,2,20,TwoDPlanes,GaussianNB,centroid,0.15414966718906115
Decoded,decoded,MLP,KMeans,2,20,TwoDPlanes,GaussianNB,centroid,0.17163334755794987
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,TwoDPlanes,GaussianNB,centroid,0.28243683328740615
Encoded,encoded,MLP,KMeans,1,20,TwoDPlanes,GaussianNB,centroid,0.030378887557191342
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,GaussianNB,centroid,-0.1152590838409858
Original,original,,KMeans,4,20,TwoDPlanes,GaussianNB,centroid,0.3781423296208764
Decoded,decoded,GNN,KMeans,1,20,TwoDPlanes,GaussianNB,centroid,0.027102177745468203
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,GaussianNB,centroid,0.359681765535708
Encoded,encoded,GNN,KMeans,2,20,TwoDPlanes,GaussianNB,centroid,0.1444119933408639
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,GaussianNB,centroid,-0.06718741670443817
Original,original,,KMeans,4,20,TwoDPlanes,GaussianNB,centroid,0.3781423296208764
Decoded,decoded,MLP,KMeans,3,20,TwoDPlanes,GaussianNB,closest,0.11824561678034429
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TwoDPlanes,GaussianNB,closest,0.13106555461815125
Encoded,encoded,MLP,KMeans,2,20,TwoDPlanes,GaussianNB,closest,0.08722033577344304
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,GaussianNB,closest,-0.10897232936361315
Original,original,,KMeans,1,20,TwoDPlanes,GaussianNB,closest,0.0097640234252648
Decoded,decoded,GNN,KMeans,2,20,TwoDPlanes,GaussianNB,closest,0.1669121319181564
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,GaussianNB,closest,0.18227247664011206
Encoded,encoded,GNN,KMeans,4,20,TwoDPlanes,GaussianNB,closest,0.19386607837401226
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,GaussianNB,closest,-0.06551220952144013
Original,original,,KMeans,1,20,TwoDPlanes,GaussianNB,closest,0.0097640234252648
Decoded,decoded,MLP,Agglo,2,20,TwoDPlanes,KNeighborsClassifier,centroid,0.1183690863565695
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TwoDPlanes,KNeighborsClassifier,centroid,0.155054517923908
Encoded,encoded,MLP,Agglo,3,20,TwoDPlanes,KNeighborsClassifier,centroid,0.1199863995073276
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,KNeighborsClassifier,centroid,-0.0029990304436932
Original,original,,Agglo,1,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0510238083581422
Decoded,decoded,GNN,Agglo,2,20,TwoDPlanes,KNeighborsClassifier,centroid,0.1321582079769723
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TwoDPlanes,KNeighborsClassifier,centroid,0.135212286918392
Encoded,encoded,GNN,Agglo,4,20,TwoDPlanes,KNeighborsClassifier,centroid,0.192049919383232
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0044551217707906
Original,original,,Agglo,1,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0510238083581422
Decoded,decoded,MLP,Agglo,1,20,TwoDPlanes,KNeighborsClassifier,closest,0.1398994908131084
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,TwoDPlanes,KNeighborsClassifier,closest,0.1788705477184974
Encoded,encoded,MLP,Agglo,4,20,TwoDPlanes,KNeighborsClassifier,closest,0.2226096243982438
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,KNeighborsClassifier,closest,0.0156432018736166
Original,original,,Agglo,2,20,TwoDPlanes,KNeighborsClassifier,closest,0.1411188150377503
Decoded,decoded,GNN,Agglo,1,20,TwoDPlanes,KNeighborsClassifier,closest,0.1376286817196588
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,20,TwoDPlanes,KNeighborsClassifier,closest,0.2234883506837608
Encoded,encoded,GNN,Agglo,4,20,TwoDPlanes,KNeighborsClassifier,closest,0.2706982351451629
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,KNeighborsClassifier,closest,0.0162599792970798
Original,original,,Agglo,2,20,TwoDPlanes,KNeighborsClassifier,closest,0.1411188150377503
Decoded,decoded,MLP,KIP,2,20,TwoDPlanes,KNeighborsClassifier,centroid,0.26621510891520955
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,TwoDPlanes,KNeighborsClassifier,centroid,0.2382966191086687
Encoded,encoded,MLP,KIP,4,20,TwoDPlanes,KNeighborsClassifier,centroid,0.34079969772518526
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TwoDPlanes,KNeighborsClassifier,centroid,0.10167100300471092
Original,original,,KIP,3,20,TwoDPlanes,KNeighborsClassifier,centroid,0.33819282340933843
Decoded,decoded,GNN,KIP,2,20,TwoDPlanes,KNeighborsClassifier,centroid,0.29784561262301873
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,TwoDPlanes,KNeighborsClassifier,centroid,0.2506707952259132
Encoded,encoded,GNN,KIP,4,20,TwoDPlanes,KNeighborsClassifier,centroid,0.4095975416043662
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0995780005589179
Original,original,,KIP,3,20,TwoDPlanes,KNeighborsClassifier,centroid,0.33819282340933843
Decoded,decoded,MLP,KMeans,2,20,TwoDPlanes,KNeighborsClassifier,centroid,0.13761311587849315
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TwoDPlanes,KNeighborsClassifier,centroid,0.14218464765330593
Encoded,encoded,MLP,KMeans,3,20,TwoDPlanes,KNeighborsClassifier,centroid,0.14079305676811904
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,KNeighborsClassifier,centroid,0.00023290199516837992
Original,original,,KMeans,1,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0420336156579478
Decoded,decoded,GNN,KMeans,3,20,TwoDPlanes,KNeighborsClassifier,centroid,0.1330623854083532
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0994139326108003
Encoded,encoded,GNN,KMeans,4,20,TwoDPlanes,KNeighborsClassifier,centroid,0.19927473018623018
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,KNeighborsClassifier,centroid,0.03266447846936124
Original,original,,KMeans,1,20,TwoDPlanes,KNeighborsClassifier,centroid,0.0420336156579478
Decoded,decoded,MLP,KMeans,1,20,TwoDPlanes,KNeighborsClassifier,closest,0.142603871244609
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,TwoDPlanes,KNeighborsClassifier,closest,0.17598175481961306
Encoded,encoded,MLP,KMeans,4,20,TwoDPlanes,KNeighborsClassifier,closest,0.23217789659924434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,KNeighborsClassifier,closest,0.013210433072387761
Original,original,,KMeans,2,20,TwoDPlanes,KNeighborsClassifier,closest,0.15435536686544243
Decoded,decoded,GNN,KMeans,1,20,TwoDPlanes,KNeighborsClassifier,closest,0.1512349603404855
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,KNeighborsClassifier,closest,0.19337011119562292
Encoded,encoded,GNN,KMeans,4,20,TwoDPlanes,KNeighborsClassifier,closest,0.28326830192718927
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,KNeighborsClassifier,closest,0.04331028401979584
Original,original,,KMeans,2,20,TwoDPlanes,KNeighborsClassifier,closest,0.15435536686544243
Decoded,decoded,MLP,Agglo,3,20,TwoDPlanes,LogisticRegression,centroid,0.0399647804336197
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TwoDPlanes,LogisticRegression,centroid,0.0990075091353631
Encoded,encoded,MLP,Agglo,2,20,TwoDPlanes,LogisticRegression,centroid,0.0042856279166042
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,LogisticRegression,centroid,-0.083642691504471
Original,original,,Agglo,1,20,TwoDPlanes,LogisticRegression,centroid,-0.0025604506915825
Decoded,decoded,GNN,Agglo,2,20,TwoDPlanes,LogisticRegression,centroid,0.0148883876878051
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,TwoDPlanes,LogisticRegression,centroid,0.1313821374188166
Encoded,encoded,GNN,Agglo,3,20,TwoDPlanes,LogisticRegression,centroid,0.0319365612299897
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,TwoDPlanes,LogisticRegression,centroid,0.0029021942291966
Original,original,,Agglo,0,20,TwoDPlanes,LogisticRegression,centroid,-0.0025604506915825
Decoded,decoded,MLP,Agglo,2,20,TwoDPlanes,LogisticRegression,closest,0.0688023374848085
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TwoDPlanes,LogisticRegression,closest,0.1148376769432242
Encoded,encoded,MLP,Agglo,3,20,TwoDPlanes,LogisticRegression,closest,0.1049436379342498
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,LogisticRegression,closest,-0.0822451679410746
Original,original,,Agglo,1,20,TwoDPlanes,LogisticRegression,closest,0.0397859030534553
Decoded,decoded,GNN,Agglo,0,20,TwoDPlanes,LogisticRegression,closest,0.004169066215244
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,TwoDPlanes,LogisticRegression,closest,0.1295986152982236
Encoded,encoded,GNN,Agglo,3,20,TwoDPlanes,LogisticRegression,closest,0.0490963650169386
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,20,TwoDPlanes,LogisticRegression,closest,0.0069878099516537
Original,original,,Agglo,2,20,TwoDPlanes,LogisticRegression,closest,0.0397859030534553
Decoded,decoded,MLP,KIP,3,20,TwoDPlanes,LogisticRegression,centroid,0.11778641899909607
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,TwoDPlanes,LogisticRegression,centroid,0.11022640637456718
Encoded,encoded,MLP,KIP,4,20,TwoDPlanes,LogisticRegression,centroid,0.1335460605731453
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TwoDPlanes,LogisticRegression,centroid,-0.05478443514455704
Original,original,,KIP,1,20,TwoDPlanes,LogisticRegression,centroid,0.10713752128852161
Decoded,decoded,GNN,KIP,3,20,TwoDPlanes,LogisticRegression,centroid,0.2059881460592409
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,TwoDPlanes,LogisticRegression,centroid,0.11552981007871872
Encoded,encoded,GNN,KIP,4,20,TwoDPlanes,LogisticRegression,centroid,0.23366605508065547
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,TwoDPlanes,LogisticRegression,centroid,0.013505594449306041
Original,original,,KIP,1,20,TwoDPlanes,LogisticRegression,centroid,0.10713752128852161
Decoded,decoded,MLP,KMeans,3,20,TwoDPlanes,LogisticRegression,centroid,0.0702032682363983
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TwoDPlanes,LogisticRegression,centroid,0.07995779185512937
Encoded,encoded,MLP,KMeans,2,20,TwoDPlanes,LogisticRegression,centroid,0.004994528004525061
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,LogisticRegression,centroid,-0.0953250431918744
Original,original,,KMeans,1,20,TwoDPlanes,LogisticRegression,centroid,0.00051029688137236
Decoded,decoded,GNN,KMeans,3,20,TwoDPlanes,LogisticRegression,centroid,0.03077464601107912
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,20,TwoDPlanes,LogisticRegression,centroid,0.04008973201568212
Encoded,encoded,GNN,KMeans,2,20,TwoDPlanes,LogisticRegression,centroid,0.028084594078358015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,LogisticRegression,centroid,-0.012390739416197541
Original,original,,KMeans,1,20,TwoDPlanes,LogisticRegression,centroid,0.00051029688137236
Decoded,decoded,MLP,KMeans,2,20,TwoDPlanes,LogisticRegression,closest,0.054741281697097265
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TwoDPlanes,LogisticRegression,closest,0.09528479738245961
Encoded,encoded,MLP,KMeans,3,20,TwoDPlanes,LogisticRegression,closest,0.08136538327536835
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,LogisticRegression,closest,-0.08725365773180667
Original,original,,KMeans,1,20,TwoDPlanes,LogisticRegression,closest,0.04024770514347064
Decoded,decoded,GNN,KMeans,1,20,TwoDPlanes,LogisticRegression,closest,0.03741024748995252
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,LogisticRegression,closest,0.05480214996136799
Encoded,encoded,GNN,KMeans,4,20,TwoDPlanes,LogisticRegression,closest,0.056188990836969245
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,LogisticRegression,closest,-0.012625118098778778
Original,original,,KMeans,2,20,TwoDPlanes,LogisticRegression,closest,0.04024770514347064
Decoded,decoded,MLP,Agglo,3,20,TwoDPlanes,MLPClassifier,centroid,0.1803519952438456
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TwoDPlanes,MLPClassifier,centroid,0.2052540128336532
Encoded,encoded,MLP,Agglo,1,20,TwoDPlanes,MLPClassifier,centroid,0.1275497337821289
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,MLPClassifier,centroid,0.0516065293688644
Original,original,,Agglo,2,20,TwoDPlanes,MLPClassifier,centroid,0.1506334674091063
Decoded,decoded,GNN,Agglo,3,20,TwoDPlanes,MLPClassifier,centroid,0.1642329247901046
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,TwoDPlanes,MLPClassifier,centroid,0.1871290690418146
Encoded,encoded,GNN,Agglo,1,20,TwoDPlanes,MLPClassifier,centroid,0.1387645920963716
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,MLPClassifier,centroid,0.102310581642626
Original,original,,Agglo,2,20,TwoDPlanes,MLPClassifier,centroid,0.1506334674091063
Decoded,decoded,MLP,Agglo,2,20,TwoDPlanes,MLPClassifier,closest,0.1756893780820093
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,20,TwoDPlanes,MLPClassifier,closest,0.2168262005891643
Encoded,encoded,MLP,Agglo,3,20,TwoDPlanes,MLPClassifier,closest,0.1782147120872088
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,MLPClassifier,closest,0.0444712107804334
Original,original,,Agglo,1,20,TwoDPlanes,MLPClassifier,closest,0.1473412424080366
Decoded,decoded,GNN,Agglo,3,20,TwoDPlanes,MLPClassifier,closest,0.1675064423420398
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,20,TwoDPlanes,MLPClassifier,closest,0.2214544921562583
Encoded,encoded,GNN,Agglo,2,20,TwoDPlanes,MLPClassifier,closest,0.1558549624626737
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,MLPClassifier,closest,0.1192594733492649
Original,original,,Agglo,1,20,TwoDPlanes,MLPClassifier,closest,0.1473412424080366
Decoded,decoded,MLP,KIP,3,20,TwoDPlanes,MLPClassifier,centroid,0.22842890379840158
Decoded-FT,decoded,MLP-MultiHead,KIP,2,20,TwoDPlanes,MLPClassifier,centroid,0.2114893600953976
Encoded,encoded,MLP,KIP,4,20,TwoDPlanes,MLPClassifier,centroid,0.2450841514838839
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TwoDPlanes,MLPClassifier,centroid,0.043463479969985605
Original,original,,KIP,1,20,TwoDPlanes,MLPClassifier,centroid,0.17096119903421494
Decoded,decoded,GNN,KIP,3,20,TwoDPlanes,MLPClassifier,centroid,0.27353770105931063
Decoded-FT,decoded,GNN-MultiHead,KIP,2,20,TwoDPlanes,MLPClassifier,centroid,0.23325189013887435
Encoded,encoded,GNN,KIP,4,20,TwoDPlanes,MLPClassifier,centroid,0.3077439685925384
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,TwoDPlanes,MLPClassifier,centroid,0.11586916868215102
Original,original,,KIP,1,20,TwoDPlanes,MLPClassifier,centroid,0.17096119903421494
Decoded,decoded,MLP,KMeans,4,20,TwoDPlanes,MLPClassifier,centroid,0.1976216939589469
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,TwoDPlanes,MLPClassifier,centroid,0.18524119565657646
Encoded,encoded,MLP,KMeans,1,20,TwoDPlanes,MLPClassifier,centroid,0.12514148438059564
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,MLPClassifier,centroid,0.03386682172681986
Original,original,,KMeans,2,20,TwoDPlanes,MLPClassifier,centroid,0.13987646676126791
Decoded,decoded,GNN,KMeans,4,20,TwoDPlanes,MLPClassifier,centroid,0.16692913160593198
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,MLPClassifier,centroid,0.1602820602771173
Encoded,encoded,GNN,KMeans,1,20,TwoDPlanes,MLPClassifier,centroid,0.13214871129131273
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,MLPClassifier,centroid,0.08902928819929522
Original,original,,KMeans,2,20,TwoDPlanes,MLPClassifier,centroid,0.13987646676126791
Decoded,decoded,MLP,KMeans,2,20,TwoDPlanes,MLPClassifier,closest,0.17365547217487184
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,20,TwoDPlanes,MLPClassifier,closest,0.19283811340123844
Encoded,encoded,MLP,KMeans,3,20,TwoDPlanes,MLPClassifier,closest,0.1796688930247415
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,MLPClassifier,closest,0.03589879395878668
Original,original,,KMeans,1,20,TwoDPlanes,MLPClassifier,closest,0.15796809184247654
Decoded,decoded,GNN,KMeans,4,20,TwoDPlanes,MLPClassifier,closest,0.17463567385833634
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,MLPClassifier,closest,0.1649855706641567
Encoded,encoded,GNN,KMeans,1,20,TwoDPlanes,MLPClassifier,closest,0.15362220838519342
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,MLPClassifier,closest,0.10509534849288886
Original,original,,KMeans,2,20,TwoDPlanes,MLPClassifier,closest,0.15796809184247654
Decoded,decoded,MLP,Agglo,2,20,TwoDPlanes,XGBClassifier,centroid,0.1331245752089947
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,20,TwoDPlanes,XGBClassifier,centroid,0.1247688009795812
Encoded,encoded,MLP,Agglo,4,20,TwoDPlanes,XGBClassifier,centroid,0.1829991476790214
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,XGBClassifier,centroid,0.0846389320192711
Original,original,,Agglo,3,20,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded,decoded,GNN,Agglo,3,20,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,TwoDPlanes,XGBClassifier,centroid,0.1361830991271841
Encoded,encoded,GNN,Agglo,4,20,TwoDPlanes,XGBClassifier,centroid,0.2282912974867516
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,20,TwoDPlanes,XGBClassifier,centroid,0.1148855142890101
Original,original,,Agglo,2,20,TwoDPlanes,XGBClassifier,centroid,0.1394570694142847
Decoded,decoded,MLP,Agglo,1,20,TwoDPlanes,XGBClassifier,closest,0.1242736643830843
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,20,TwoDPlanes,XGBClassifier,closest,0.1511317272712827
Encoded,encoded,MLP,Agglo,4,20,TwoDPlanes,XGBClassifier,closest,0.2653878811876371
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,20,TwoDPlanes,XGBClassifier,closest,0.0742308533081543
Original,original,,Agglo,2,20,TwoDPlanes,XGBClassifier,closest,0.1267270914573851
Decoded,decoded,GNN,Agglo,0,20,TwoDPlanes,XGBClassifier,closest,0.1081081313624006
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,20,TwoDPlanes,XGBClassifier,closest,0.1154349713624395
Encoded,encoded,GNN,Agglo,4,20,TwoDPlanes,XGBClassifier,closest,0.2496022473419533
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,20,TwoDPlanes,XGBClassifier,closest,0.1322478186198549
Original,original,,Agglo,2,20,TwoDPlanes,XGBClassifier,closest,0.1267270914573851
Decoded,decoded,MLP,KIP,2,20,TwoDPlanes,XGBClassifier,centroid,0.20176215168284778
Decoded-FT,decoded,MLP-MultiHead,KIP,1,20,TwoDPlanes,XGBClassifier,centroid,0.1870471761583239
Encoded,encoded,MLP,KIP,4,20,TwoDPlanes,XGBClassifier,centroid,0.293172764986271
Encoded-FT,encoded,MLP-MultiHead,KIP,0,20,TwoDPlanes,XGBClassifier,centroid,0.10793336512257128
Original,original,,KIP,3,20,TwoDPlanes,XGBClassifier,centroid,0.22408155803747168
Decoded,decoded,GNN,KIP,3,20,TwoDPlanes,XGBClassifier,centroid,0.2766721199377775
Decoded-FT,decoded,GNN-MultiHead,KIP,1,20,TwoDPlanes,XGBClassifier,centroid,0.18724060753352167
Encoded,encoded,GNN,KIP,4,20,TwoDPlanes,XGBClassifier,centroid,0.36261587914307636
Encoded-FT,encoded,GNN-MultiHead,KIP,0,20,TwoDPlanes,XGBClassifier,centroid,0.1506069467228548
Original,original,,KIP,2,20,TwoDPlanes,XGBClassifier,centroid,0.22408155803747168
Decoded,decoded,MLP,KMeans,2,20,TwoDPlanes,XGBClassifier,centroid,0.14996946409092385
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,20,TwoDPlanes,XGBClassifier,centroid,0.10528432697072476
Encoded,encoded,MLP,KMeans,3,20,TwoDPlanes,XGBClassifier,centroid,0.1879572363049158
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,20,TwoDPlanes,XGBClassifier,centroid,0.09444537846602065
Original,original,,KMeans,4,20,TwoDPlanes,XGBClassifier,centroid,0.22536052707038312
Decoded,decoded,GNN,KMeans,2,20,TwoDPlanes,XGBClassifier,centroid,0.1535044021096536
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,20,TwoDPlanes,XGBClassifier,centroid,0.10477051376674189
Encoded,encoded,GNN,KMeans,3,20,TwoDPlanes,XGBClassifier,centroid,0.22220820711852932
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,20,TwoDPlanes,XGBClassifier,centroid,0.12121938514841449
Original,original,,KMeans,4,20,TwoDPlanes,XGBClassifier,centroid,0.22536052707038312
Decoded,decoded,MLP,KMeans,1,20,TwoDPlanes,XGBClassifier,closest,0.09578415164808726
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,20,TwoDPlanes,XGBClassifier,closest,0.12216612165503882
Encoded,encoded,MLP,KMeans,4,20,TwoDPlanes,XGBClassifier,closest,0.2567742940589402
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,20,TwoDPlanes,XGBClassifier,closest,0.1081810596141135
Original,original,,KMeans,0,20,TwoDPlanes,XGBClassifier,closest,0.08244051864755428
Decoded,decoded,GNN,KMeans,1,20,TwoDPlanes,XGBClassifier,closest,0.10291803062975098
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,20,TwoDPlanes,XGBClassifier,closest,0.11416361981562817
Encoded,encoded,GNN,KMeans,4,20,TwoDPlanes,XGBClassifier,closest,0.25479690250529824
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,20,TwoDPlanes,XGBClassifier,closest,0.12902824911451022
Original,original,,KMeans,0,20,TwoDPlanes,XGBClassifier,closest,0.08244051864755428
Decoded,decoded,MLP,Agglo,4,30,Adult,GaussianNB,centroid,0.1398474712065444
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Adult,GaussianNB,centroid,0.0649586986367354
Encoded,encoded,MLP,Agglo,1,30,Adult,GaussianNB,centroid,-0.0767041201510897
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,GaussianNB,centroid,-0.1178836807447265
Original,original,,Agglo,2,30,Adult,GaussianNB,centroid,-0.0414073846706962
Decoded,decoded,GNN,Agglo,4,30,Adult,GaussianNB,centroid,0.1251482273228066
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Adult,GaussianNB,centroid,0.0817118741320753
Encoded,encoded,GNN,Agglo,1,30,Adult,GaussianNB,centroid,-0.0679627341213396
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,GaussianNB,centroid,-0.1312935952956336
Original,original,,Agglo,2,30,Adult,GaussianNB,centroid,-0.0414073846706962
Decoded,decoded,MLP,Agglo,2,30,Adult,GaussianNB,closest,-0.0268471593830988
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Adult,GaussianNB,closest,-0.015764550989661
Encoded,encoded,MLP,Agglo,1,30,Adult,GaussianNB,closest,-0.0815552809456076
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,GaussianNB,closest,-0.1129038309091994
Original,original,,Agglo,4,30,Adult,GaussianNB,closest,0.0038963225420807
Decoded,decoded,GNN,Agglo,4,30,Adult,GaussianNB,closest,0.0962013706602327
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Adult,GaussianNB,closest,0.0240827839241421
Encoded,encoded,GNN,Agglo,1,30,Adult,GaussianNB,closest,-0.0371052684246087
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,GaussianNB,closest,-0.1342063863765793
Original,original,,Agglo,2,30,Adult,GaussianNB,closest,0.0038963225420807
Decoded,decoded,MLP,KIP,3,30,Adult,GaussianNB,centroid,0.18422022726312476
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Adult,GaussianNB,centroid,0.13231659426533224
Encoded,encoded,MLP,KIP,1,30,Adult,GaussianNB,centroid,-0.0547880608419404
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Adult,GaussianNB,centroid,-0.12485740730605115
Original,original,,KIP,4,30,Adult,GaussianNB,centroid,0.2298130329001352
Decoded,decoded,GNN,KIP,2,30,Adult,GaussianNB,centroid,0.14639765731428267
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Adult,GaussianNB,centroid,0.16641817152384103
Encoded,encoded,GNN,KIP,1,30,Adult,GaussianNB,centroid,-0.01042653817656522
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Adult,GaussianNB,centroid,-0.11757882974891784
Original,original,,KIP,4,30,Adult,GaussianNB,centroid,0.2298130329001352
Decoded,decoded,MLP,KMeans,4,30,Adult,GaussianNB,centroid,0.06642546677215244
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Adult,GaussianNB,centroid,0.038451510736891105
Encoded,encoded,MLP,KMeans,1,30,Adult,GaussianNB,centroid,-0.07846008713697071
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,GaussianNB,centroid,-0.11931719345126286
Original,original,,KMeans,2,30,Adult,GaussianNB,centroid,-0.045608271276498365
Decoded,decoded,GNN,KMeans,4,30,Adult,GaussianNB,centroid,0.04419355262165903
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Adult,GaussianNB,centroid,0.0012383845407878404
Encoded,encoded,GNN,KMeans,1,30,Adult,GaussianNB,centroid,-0.06977726394617263
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,GaussianNB,centroid,-0.13281394799829355
Original,original,,KMeans,2,30,Adult,GaussianNB,centroid,-0.045608271276498365
Decoded,decoded,MLP,KMeans,3,30,Adult,GaussianNB,closest,-0.013568444528961837
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Adult,GaussianNB,closest,-0.03728336717099512
Encoded,encoded,MLP,KMeans,1,30,Adult,GaussianNB,closest,-0.07668215549983168
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,GaussianNB,closest,-0.1089851850507521
Original,original,,KMeans,4,30,Adult,GaussianNB,closest,-0.011115347344561901
Decoded,decoded,GNN,KMeans,4,30,Adult,GaussianNB,closest,-0.008847005730966301
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Adult,GaussianNB,closest,-0.02353302204549428
Encoded,encoded,GNN,KMeans,1,30,Adult,GaussianNB,closest,-0.04741821018793974
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,GaussianNB,closest,-0.12764901262006215
Original,original,,KMeans,3,30,Adult,GaussianNB,closest,-0.011115347344561901
Decoded,decoded,MLP,Agglo,4,30,Adult,KNeighborsClassifier,centroid,0.0222522230934872
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Adult,KNeighborsClassifier,centroid,0.0118706229488901
Encoded,encoded,MLP,Agglo,1,30,Adult,KNeighborsClassifier,centroid,-0.0356193265031144
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,KNeighborsClassifier,centroid,-0.0764166394688196
Original,original,,Agglo,2,30,Adult,KNeighborsClassifier,centroid,-0.0321727366792357
Decoded,decoded,GNN,Agglo,3,30,Adult,KNeighborsClassifier,centroid,0.0210935066727719
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Adult,KNeighborsClassifier,centroid,0.0134258833017784
Encoded,encoded,GNN,Agglo,4,30,Adult,KNeighborsClassifier,centroid,0.0316673109629855
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,KNeighborsClassifier,centroid,-0.0622607193980831
Original,original,,Agglo,1,30,Adult,KNeighborsClassifier,centroid,-0.0321727366792357
Decoded,decoded,MLP,Agglo,2,30,Adult,KNeighborsClassifier,closest,-0.0161310464814032
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Adult,KNeighborsClassifier,closest,0.0007704437075074
Encoded,encoded,MLP,Agglo,1,30,Adult,KNeighborsClassifier,closest,-0.0239898570448617
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,KNeighborsClassifier,closest,-0.0666283975896313
Original,original,,Agglo,4,30,Adult,KNeighborsClassifier,closest,0.0143553106852894
Decoded,decoded,GNN,Agglo,3,30,Adult,KNeighborsClassifier,closest,0.0243562991637526
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Adult,KNeighborsClassifier,closest,0.0217564245337371
Encoded,encoded,GNN,Agglo,4,30,Adult,KNeighborsClassifier,closest,0.0595677596562751
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,KNeighborsClassifier,closest,-0.06819850545853
Original,original,,Agglo,1,30,Adult,KNeighborsClassifier,closest,0.0143553106852894
Decoded,decoded,MLP,KIP,3,30,Adult,KNeighborsClassifier,centroid,0.10481055450929902
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Adult,KNeighborsClassifier,centroid,0.062098372996992
Encoded,encoded,MLP,KIP,2,30,Adult,KNeighborsClassifier,centroid,0.08122239395924391
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Adult,KNeighborsClassifier,centroid,-0.01536559262402526
Original,original,,KIP,4,30,Adult,KNeighborsClassifier,centroid,0.3521654661421719
Decoded,decoded,GNN,KIP,2,30,Adult,KNeighborsClassifier,centroid,0.11580410282291269
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Adult,KNeighborsClassifier,centroid,0.1470552358782156
Encoded,encoded,GNN,KIP,1,30,Adult,KNeighborsClassifier,centroid,0.07369873047636374
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Adult,KNeighborsClassifier,centroid,-0.008861634845750598
Original,original,,KIP,4,30,Adult,KNeighborsClassifier,centroid,0.3521654661421719
Decoded,decoded,MLP,KMeans,4,30,Adult,KNeighborsClassifier,centroid,0.02749727422656968
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Adult,KNeighborsClassifier,centroid,0.0156789497884127
Encoded,encoded,MLP,KMeans,2,30,Adult,KNeighborsClassifier,centroid,-0.03031201071841506
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,KNeighborsClassifier,centroid,-0.07536207261018384
Original,original,,KMeans,1,30,Adult,KNeighborsClassifier,centroid,-0.03395134706292406
Decoded,decoded,GNN,KMeans,3,30,Adult,KNeighborsClassifier,centroid,0.0060623153636807205
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Adult,KNeighborsClassifier,centroid,0.03356936589987934
Encoded,encoded,GNN,KMeans,2,30,Adult,KNeighborsClassifier,centroid,0.00238956871830402
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,KNeighborsClassifier,centroid,-0.06677231679961865
Original,original,,KMeans,1,30,Adult,KNeighborsClassifier,centroid,-0.03395134706292406
Decoded,decoded,MLP,KMeans,4,30,Adult,KNeighborsClassifier,closest,0.01267733798546446
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Adult,KNeighborsClassifier,closest,0.009115425674216039
Encoded,encoded,MLP,KMeans,1,30,Adult,KNeighborsClassifier,closest,-0.010282033651386621
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,KNeighborsClassifier,closest,-0.05922751425056448
Original,original,,KMeans,2,30,Adult,KNeighborsClassifier,closest,0.0027518752277127
Decoded,decoded,GNN,KMeans,1,30,Adult,KNeighborsClassifier,closest,-0.0006867416834588801
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Adult,KNeighborsClassifier,closest,0.0189739051177285
Encoded,encoded,GNN,KMeans,3,30,Adult,KNeighborsClassifier,closest,0.01141737370899478
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,KNeighborsClassifier,closest,-0.04545748044297398
Original,original,,KMeans,2,30,Adult,KNeighborsClassifier,closest,0.0027518752277127
Decoded,decoded,MLP,Agglo,4,30,Adult,LogisticRegression,centroid,0.1337965800976297
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Adult,LogisticRegression,centroid,0.0724879608932793
Encoded,encoded,MLP,Agglo,3,30,Adult,LogisticRegression,centroid,0.0729585645350331
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Adult,LogisticRegression,centroid,0.0512306929425449
Original,original,,Agglo,0,30,Adult,LogisticRegression,centroid,0.0495352501173397
Decoded,decoded,GNN,Agglo,3,30,Adult,LogisticRegression,centroid,0.0815823560418728
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Adult,LogisticRegression,centroid,0.0844584469930443
Encoded,encoded,GNN,Agglo,1,30,Adult,LogisticRegression,centroid,0.0455271834443618
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,LogisticRegression,centroid,0.0230789976148655
Original,original,,Agglo,2,30,Adult,LogisticRegression,centroid,0.0495352501173397
Decoded,decoded,MLP,Agglo,1,30,Adult,LogisticRegression,closest,0.0518000106929911
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Adult,LogisticRegression,closest,0.0671101581610395
Encoded,encoded,MLP,Agglo,3,30,Adult,LogisticRegression,closest,0.0686752062462005
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,LogisticRegression,closest,0.0476735617786937
Original,original,,Agglo,4,30,Adult,LogisticRegression,closest,0.1175149140150943
Decoded,decoded,GNN,Agglo,3,30,Adult,LogisticRegression,closest,0.1088212881892428
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,Adult,LogisticRegression,closest,0.0834807665268796
Encoded,encoded,GNN,Agglo,2,30,Adult,LogisticRegression,closest,0.1065784986604818
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,LogisticRegression,closest,0.0167601120809699
Original,original,,Agglo,4,30,Adult,LogisticRegression,closest,0.1175149140150943
Decoded,decoded,MLP,KIP,4,30,Adult,LogisticRegression,centroid,0.14828209753663474
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Adult,LogisticRegression,centroid,0.10055478449421681
Encoded,encoded,MLP,KIP,1,30,Adult,LogisticRegression,centroid,0.09670434919051621
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Adult,LogisticRegression,centroid,0.028293368123521324
Original,original,,KIP,3,30,Adult,LogisticRegression,centroid,0.1216109022201898
Decoded,decoded,GNN,KIP,4,30,Adult,LogisticRegression,centroid,0.1561663174639511
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Adult,LogisticRegression,centroid,0.12250689769502547
Encoded,encoded,GNN,KIP,1,30,Adult,LogisticRegression,centroid,0.09135476649414095
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Adult,LogisticRegression,centroid,0.03645892948470294
Original,original,,KIP,2,30,Adult,LogisticRegression,centroid,0.1216109022201898
Decoded,decoded,MLP,KMeans,4,30,Adult,LogisticRegression,centroid,0.14190302502726299
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Adult,LogisticRegression,centroid,0.11904229389181861
Encoded,encoded,MLP,KMeans,2,30,Adult,LogisticRegression,centroid,0.10110668723355813
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Adult,LogisticRegression,centroid,0.04587945463753712
Original,original,,KMeans,0,30,Adult,LogisticRegression,centroid,0.04152481804020868
Decoded,decoded,GNN,KMeans,4,30,Adult,LogisticRegression,centroid,0.08629088209645361
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Adult,LogisticRegression,centroid,0.07609799684426052
Encoded,encoded,GNN,KMeans,2,30,Adult,LogisticRegression,centroid,0.046177563776876394
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,LogisticRegression,centroid,0.02274843605669116
Original,original,,KMeans,1,30,Adult,LogisticRegression,centroid,0.04152481804020868
Decoded,decoded,MLP,KMeans,2,30,Adult,LogisticRegression,closest,0.08463401619720509
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Adult,LogisticRegression,closest,0.07845778686578282
Encoded,encoded,MLP,KMeans,4,30,Adult,LogisticRegression,closest,0.1038137567259878
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,LogisticRegression,closest,0.05381213534986453
Original,original,,KMeans,3,30,Adult,LogisticRegression,closest,0.10011450463162733
Decoded,decoded,GNN,KMeans,1,30,Adult,LogisticRegression,closest,0.0663756032001545
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Adult,LogisticRegression,closest,0.07868333553355
Encoded,encoded,GNN,KMeans,3,30,Adult,LogisticRegression,closest,0.09615080329072753
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,LogisticRegression,closest,0.027694983860616577
Original,original,,KMeans,4,30,Adult,LogisticRegression,closest,0.10011450463162733
Decoded,decoded,MLP,Agglo,4,30,Adult,MLPClassifier,centroid,0.1237943520767355
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Adult,MLPClassifier,centroid,0.0375017078281986
Encoded,encoded,MLP,Agglo,1,30,Adult,MLPClassifier,centroid,-0.0058536570633705
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,MLPClassifier,centroid,-0.0152389813813406
Original,original,,Agglo,3,30,Adult,MLPClassifier,centroid,0.0510044655973314
Decoded,decoded,GNN,Agglo,4,30,Adult,MLPClassifier,centroid,0.0597657473577657
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Adult,MLPClassifier,centroid,0.0535651738426308
Encoded,encoded,GNN,Agglo,1,30,Adult,MLPClassifier,centroid,0.0052113626561773
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,MLPClassifier,centroid,-0.0341796742281191
Original,original,,Agglo,2,30,Adult,MLPClassifier,centroid,0.0510044655973314
Decoded,decoded,MLP,Agglo,2,30,Adult,MLPClassifier,closest,0.0130815864901646
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Adult,MLPClassifier,closest,0.0310637946133802
Encoded,encoded,MLP,Agglo,1,30,Adult,MLPClassifier,closest,-0.0022651333274637
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,MLPClassifier,closest,-0.0123626080527555
Original,original,,Agglo,4,30,Adult,MLPClassifier,closest,0.085724407706141
Decoded,decoded,GNN,Agglo,3,30,Adult,MLPClassifier,closest,0.0733898996233619
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,Adult,MLPClassifier,closest,0.0502392666485592
Encoded,encoded,GNN,Agglo,2,30,Adult,MLPClassifier,closest,0.0638560656509841
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,MLPClassifier,closest,-0.0391160117108594
Original,original,,Agglo,4,30,Adult,MLPClassifier,closest,0.085724407706141
Decoded,decoded,MLP,KIP,4,30,Adult,MLPClassifier,centroid,0.0974633671261734
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Adult,MLPClassifier,centroid,0.055251605358506685
Encoded,encoded,MLP,KIP,2,30,Adult,MLPClassifier,centroid,0.05109631573283824
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Adult,MLPClassifier,centroid,-0.03086377272429134
Original,original,,KIP,1,30,Adult,MLPClassifier,centroid,0.03274096889615636
Decoded,decoded,GNN,KIP,4,30,Adult,MLPClassifier,centroid,0.1211141270432469
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Adult,MLPClassifier,centroid,0.09627844128941307
Encoded,encoded,GNN,KIP,2,30,Adult,MLPClassifier,centroid,0.05158022610365086
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Adult,MLPClassifier,centroid,-0.024948256334491457
Original,original,,KIP,1,30,Adult,MLPClassifier,centroid,0.03274096889615636
Decoded,decoded,MLP,KMeans,3,30,Adult,MLPClassifier,centroid,0.09079653107183719
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Adult,MLPClassifier,centroid,0.09424824472027492
Encoded,encoded,MLP,KMeans,1,30,Adult,MLPClassifier,centroid,0.017955815160761023
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,MLPClassifier,centroid,-0.013415109498295299
Original,original,,KMeans,2,30,Adult,MLPClassifier,centroid,0.026768451585951102
Decoded,decoded,GNN,KMeans,4,30,Adult,MLPClassifier,centroid,0.0743400856642029
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Adult,MLPClassifier,centroid,0.06506051702762979
Encoded,encoded,GNN,KMeans,1,30,Adult,MLPClassifier,centroid,0.0002823653057811598
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,MLPClassifier,centroid,-0.03455192004534334
Original,original,,KMeans,2,30,Adult,MLPClassifier,centroid,0.026768451585951102
Decoded,decoded,MLP,KMeans,2,30,Adult,MLPClassifier,closest,0.03307143242157462
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Adult,MLPClassifier,closest,0.03379667426350668
Encoded,encoded,MLP,KMeans,1,30,Adult,MLPClassifier,closest,0.02413351477510208
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,MLPClassifier,closest,-0.01287653549429978
Original,original,,KMeans,4,30,Adult,MLPClassifier,closest,0.043411249691671726
Decoded,decoded,GNN,KMeans,2,30,Adult,MLPClassifier,closest,0.026259500727874575
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Adult,MLPClassifier,closest,0.02211960043155774
Encoded,encoded,GNN,KMeans,3,30,Adult,MLPClassifier,closest,0.037851959510044164
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,MLPClassifier,closest,-0.03035375826922036
Original,original,,KMeans,4,30,Adult,MLPClassifier,closest,0.043411249691671726
Decoded,decoded,MLP,Agglo,2,30,Adult,XGBClassifier,centroid,0.118369941380041
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Adult,XGBClassifier,centroid,0.0932480198069321
Encoded,encoded,MLP,Agglo,3,30,Adult,XGBClassifier,centroid,0.1367560995645107
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,XGBClassifier,centroid,0.0726485557798964
Original,original,,Agglo,4,30,Adult,XGBClassifier,centroid,0.2258286105047913
Decoded,decoded,GNN,Agglo,3,30,Adult,XGBClassifier,centroid,0.1405471337631746
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Adult,XGBClassifier,centroid,0.1291393544863108
Encoded,encoded,GNN,Agglo,1,30,Adult,XGBClassifier,centroid,0.127688874999356
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,XGBClassifier,centroid,0.0844581480651836
Original,original,,Agglo,4,30,Adult,XGBClassifier,centroid,0.2258286105047913
Decoded,decoded,MLP,Agglo,1,30,Adult,XGBClassifier,closest,0.1214868415030158
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Adult,XGBClassifier,closest,0.1292605409986581
Encoded,encoded,MLP,Agglo,2,30,Adult,XGBClassifier,closest,0.1237525867318652
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Adult,XGBClassifier,closest,0.0730586742171299
Original,original,,Agglo,4,30,Adult,XGBClassifier,closest,0.1937477095658231
Decoded,decoded,GNN,Agglo,4,30,Adult,XGBClassifier,closest,0.2320410712548201
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Adult,XGBClassifier,closest,0.1978151872343741
Encoded,encoded,GNN,Agglo,1,30,Adult,XGBClassifier,closest,0.1879757396605747
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Adult,XGBClassifier,closest,0.0503245331151693
Original,original,,Agglo,2,30,Adult,XGBClassifier,closest,0.1937477095658231
Decoded,decoded,MLP,KIP,4,30,Adult,XGBClassifier,centroid,0.1977963575541664
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Adult,XGBClassifier,centroid,0.16635936377990374
Encoded,encoded,MLP,KIP,1,30,Adult,XGBClassifier,centroid,0.14644894722627472
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Adult,XGBClassifier,centroid,0.08736669710980174
Original,original,,KIP,3,30,Adult,XGBClassifier,centroid,0.16834923540040503
Decoded,decoded,GNN,KIP,4,30,Adult,XGBClassifier,centroid,0.20519706448559233
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Adult,XGBClassifier,centroid,0.186462296535939
Encoded,encoded,GNN,KIP,3,30,Adult,XGBClassifier,centroid,0.19363722917557707
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Adult,XGBClassifier,centroid,0.07643266676709974
Original,original,,KIP,1,30,Adult,XGBClassifier,centroid,0.16834923540040503
Decoded,decoded,MLP,KMeans,3,30,Adult,XGBClassifier,centroid,0.14513765945135068
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Adult,XGBClassifier,centroid,0.11269653327157818
Encoded,encoded,MLP,KMeans,2,30,Adult,XGBClassifier,centroid,0.1436831909336242
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,XGBClassifier,centroid,0.08087128191868742
Original,original,,KMeans,4,30,Adult,XGBClassifier,centroid,0.307943403049426
Decoded,decoded,GNN,KMeans,2,30,Adult,XGBClassifier,centroid,0.1265998817234189
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Adult,XGBClassifier,centroid,0.137157645829235
Encoded,encoded,GNN,KMeans,1,30,Adult,XGBClassifier,centroid,0.12139668213274928
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,XGBClassifier,centroid,0.06445319511968155
Original,original,,KMeans,4,30,Adult,XGBClassifier,centroid,0.307943403049426
Decoded,decoded,MLP,KMeans,2,30,Adult,XGBClassifier,closest,0.13576543771580096
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Adult,XGBClassifier,closest,0.13973743326481863
Encoded,encoded,MLP,KMeans,1,30,Adult,XGBClassifier,closest,0.13160935264032314
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Adult,XGBClassifier,closest,0.09650055910085548
Original,original,,KMeans,4,30,Adult,XGBClassifier,closest,0.15383976039141004
Decoded,decoded,GNN,KMeans,1,30,Adult,XGBClassifier,closest,0.1358902010186578
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Adult,XGBClassifier,closest,0.1499727042385271
Encoded,encoded,GNN,KMeans,2,30,Adult,XGBClassifier,closest,0.14407456456364517
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Adult,XGBClassifier,closest,0.0604123433221776
Original,original,,KMeans,4,30,Adult,XGBClassifier,closest,0.15383976039141004
Decoded,decoded,MLP,Agglo,2,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.01095724353909
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.0635795165977611
Encoded,encoded,MLP,Agglo,3,30,AmazonEmployeeAccess,GaussianNB,centroid,0.0309442627817528
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,AmazonEmployeeAccess,GaussianNB,centroid,0.0350938849282056
Original,original,,Agglo,1,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.0397120949516204
Decoded,decoded,GNN,Agglo,4,30,AmazonEmployeeAccess,GaussianNB,centroid,0.033304665068811
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,AmazonEmployeeAccess,GaussianNB,centroid,0.0120581340015802
Encoded,encoded,GNN,Agglo,0,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.0430918941573496
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.0345350720563005
Original,original,,Agglo,1,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.0397120949516204
Decoded,decoded,MLP,Agglo,1,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0316398683879268
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0534670409548714
Encoded,encoded,MLP,Agglo,4,30,AmazonEmployeeAccess,GaussianNB,closest,0.0258530991558142
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0281640232198389
Original,original,,Agglo,3,30,AmazonEmployeeAccess,GaussianNB,closest,0.0131364682153349
Decoded,decoded,GNN,Agglo,3,30,AmazonEmployeeAccess,GaussianNB,closest,0.0059424801104818
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,GaussianNB,closest,0.0008607755565936
Encoded,encoded,GNN,Agglo,0,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0387436314978368
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0289403947489054
Original,original,,Agglo,4,30,AmazonEmployeeAccess,GaussianNB,closest,0.0131364682153349
Decoded,decoded,MLP,KIP,0,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.024185828563778277
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,AmazonEmployeeAccess,GaussianNB,centroid,0.0349419576786563
Encoded,encoded,MLP,KIP,2,30,AmazonEmployeeAccess,GaussianNB,centroid,0.03306207625176248
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,AmazonEmployeeAccess,GaussianNB,centroid,0.0065568832212068206
Original,original,,KIP,4,30,AmazonEmployeeAccess,GaussianNB,centroid,0.04642163304330348
Decoded,decoded,GNN,KIP,2,30,AmazonEmployeeAccess,GaussianNB,centroid,0.023857380477348276
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,AmazonEmployeeAccess,GaussianNB,centroid,0.02078900302835812
Encoded,encoded,GNN,KIP,3,30,AmazonEmployeeAccess,GaussianNB,centroid,0.025223852578179124
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,AmazonEmployeeAccess,GaussianNB,centroid,0.01862913306877016
Original,original,,KIP,4,30,AmazonEmployeeAccess,GaussianNB,centroid,0.04642163304330348
Decoded,decoded,MLP,KMeans,2,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.023714621251478978
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.07293322913801675
Encoded,encoded,MLP,KMeans,4,30,AmazonEmployeeAccess,GaussianNB,centroid,0.03090788173540484
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.025928771732218144
Original,original,,KMeans,3,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.01677675571291574
Decoded,decoded,GNN,KMeans,4,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.01548901219638214
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.031603487341578904
Encoded,encoded,GNN,KMeans,0,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.0774466617479493
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.07587063482015402
Original,original,,KMeans,3,30,AmazonEmployeeAccess,GaussianNB,centroid,-0.01677675571291574
Decoded,decoded,MLP,KMeans,0,30,AmazonEmployeeAccess,GaussianNB,closest,-0.08106250118238412
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,AmazonEmployeeAccess,GaussianNB,closest,-0.03158471472166322
Encoded,encoded,MLP,KMeans,4,30,AmazonEmployeeAccess,GaussianNB,closest,0.02059138118459588
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0335909111414772
Original,original,,KMeans,3,30,AmazonEmployeeAccess,GaussianNB,closest,0.007332672653531561
Decoded,decoded,GNN,KMeans,2,30,AmazonEmployeeAccess,GaussianNB,closest,-0.03012103246499062
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,AmazonEmployeeAccess,GaussianNB,closest,-0.017411241161224937
Encoded,encoded,GNN,KMeans,1,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0414215675574203
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,AmazonEmployeeAccess,GaussianNB,closest,-0.0717036952956398
Original,original,,KMeans,4,30,AmazonEmployeeAccess,GaussianNB,closest,0.007332672653531561
Decoded,decoded,MLP,Agglo,1,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1167638704790759
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.133484819794231
Encoded,encoded,MLP,Agglo,3,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1409953922868144
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0839702076626902
Original,original,,Agglo,4,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1655917439878811
Decoded,decoded,GNN,Agglo,2,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1062399798018053
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0815539986113742
Encoded,encoded,GNN,Agglo,0,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0787129962759579
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1092482484377959
Original,original,,Agglo,4,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1655917439878811
Decoded,decoded,MLP,Agglo,1,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0754774979486209
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1316934923941174
Encoded,encoded,MLP,Agglo,2,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.113380672852364
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.053390771949757
Original,original,,Agglo,3,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1217502998169538
Decoded,decoded,GNN,Agglo,0,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0853285362620718
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0978772959666731
Encoded,encoded,GNN,Agglo,4,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1274607081992048
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1094716909676198
Original,original,,Agglo,3,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1217502998169538
Decoded,decoded,MLP,KIP,2,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13155122135959102
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14779524080035356
Encoded,encoded,MLP,KIP,3,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14462235687685415
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12125102568957899
Original,original,,KIP,0,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11160121189168715
Decoded,decoded,GNN,KIP,0,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10648248437795875
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1513991037051064
Encoded,encoded,GNN,KIP,2,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11578653032885193
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11707959351132999
Original,original,,KIP,1,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11160121189168715
Decoded,decoded,MLP,KMeans,2,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11996844032064632
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12018203623051196
Encoded,encoded,MLP,KMeans,1,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09488442845420701
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06143154705548187
Original,original,,KMeans,4,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13922337941046525
Decoded,decoded,GNN,KMeans,1,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07975345578488931
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07486233667865935
Encoded,encoded,GNN,KMeans,3,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12087799027961883
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09426459635170117
Original,original,,KMeans,4,30,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13922337941046525
Decoded,decoded,MLP,KMeans,2,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09398813356056315
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09815375875781106
Encoded,encoded,MLP,KMeans,0,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08260581960487282
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08851189799911639
Original,original,,KMeans,4,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10520217130593956
Decoded,decoded,GNN,KMeans,2,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08765877674682834
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08438666919144104
Encoded,encoded,GNN,KMeans,4,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.11407776304992749
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08364855141071767
Original,original,,KMeans,3,30,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10520217130593956
Decoded,decoded,MLP,Agglo,3,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1163713843915442
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1249299823654559
Encoded,encoded,MLP,Agglo,1,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1037065754941791
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.105754890695846
Original,original,,Agglo,0,30,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0108323747490702
Decoded,decoded,GNN,Agglo,4,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1372626665653259
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.0996291061310858
Encoded,encoded,GNN,Agglo,1,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.0717632053099074
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.0882832155035808
Original,original,,Agglo,0,30,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0108323747490702
Decoded,decoded,MLP,Agglo,1,30,AmazonEmployeeAccess,LogisticRegression,closest,0.0901111787424864
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,AmazonEmployeeAccess,LogisticRegression,closest,0.1167795145486586
Encoded,encoded,MLP,Agglo,3,30,AmazonEmployeeAccess,LogisticRegression,closest,0.1109488100035959
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,AmazonEmployeeAccess,LogisticRegression,closest,0.0929700059463094
Original,original,,Agglo,0,30,AmazonEmployeeAccess,LogisticRegression,closest,0.0606153120982168
Decoded,decoded,GNN,Agglo,4,30,AmazonEmployeeAccess,LogisticRegression,closest,0.1169660153403288
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,LogisticRegression,closest,0.1076818526426586
Encoded,encoded,GNN,Agglo,1,30,AmazonEmployeeAccess,LogisticRegression,closest,0.0948369299670366
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,AmazonEmployeeAccess,LogisticRegression,closest,0.1099920353942736
Original,original,,Agglo,0,30,AmazonEmployeeAccess,LogisticRegression,closest,0.0606153120982168
Decoded,decoded,MLP,KIP,0,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.08388843931411136
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.12886668195291873
Encoded,encoded,MLP,KIP,3,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.13027629581324882
Encoded-FT,encoded,MLP-MultiHead,KIP,4,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.15885179382465217
Original,original,,KIP,1,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.10126711959107781
Decoded,decoded,GNN,KIP,1,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.10177948580709813
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1292921847865173
Encoded,encoded,GNN,KIP,2,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.12072068504551063
Encoded-FT,encoded,GNN-MultiHead,KIP,4,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1368301380169728
Original,original,,KIP,0,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.10126711959107781
Decoded,decoded,MLP,KMeans,4,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1251896783308434
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.1096553120471208
Encoded,encoded,MLP,KMeans,2,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.09668226588242651
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.05621798110338212
Original,original,,KMeans,0,30,AmazonEmployeeAccess,LogisticRegression,centroid,-0.029543769244869816
Decoded,decoded,GNN,KMeans,4,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.11602865725178305
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.0981796373070563
Encoded,encoded,GNN,KMeans,2,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.0844312077139793
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,AmazonEmployeeAccess,LogisticRegression,centroid,0.05751007391690618
Original,original,,KMeans,0,30,AmazonEmployeeAccess,LogisticRegression,centroid,-0.029543769244869816
Decoded,decoded,MLP,KMeans,0,30,AmazonEmployeeAccess,LogisticRegression,closest,0.05245973467068873
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,AmazonEmployeeAccess,LogisticRegression,closest,0.09626327780250972
Encoded,encoded,MLP,KMeans,4,30,AmazonEmployeeAccess,LogisticRegression,closest,0.11823498716529646
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,AmazonEmployeeAccess,LogisticRegression,closest,0.11312908090238276
Original,original,,KMeans,1,30,AmazonEmployeeAccess,LogisticRegression,closest,0.06548617626751871
Decoded,decoded,GNN,KMeans,2,30,AmazonEmployeeAccess,LogisticRegression,closest,0.08020262161352557
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,AmazonEmployeeAccess,LogisticRegression,closest,0.07787378878274376
Encoded,encoded,GNN,KMeans,4,30,AmazonEmployeeAccess,LogisticRegression,closest,0.12232165382770513
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,AmazonEmployeeAccess,LogisticRegression,closest,0.08603562548341706
Original,original,,KMeans,0,30,AmazonEmployeeAccess,LogisticRegression,closest,0.06548617626751871
Decoded,decoded,MLP,Agglo,3,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0205412332535746
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0602512297181136
Encoded,encoded,MLP,Agglo,2,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0261343735019596
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0647249213069306
Original,original,,Agglo,0,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1283112463901713
Decoded,decoded,GNN,Agglo,4,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0491476940520143
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0266376809017408
Encoded,encoded,GNN,Agglo,1,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0543961781462012
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0125443898662884
Original,original,,Agglo,0,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1283112463901713
Decoded,decoded,MLP,Agglo,3,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0247283952221355
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0423215874424802
Encoded,encoded,MLP,Agglo,2,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0244377625524248
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0009970410175015
Original,original,,Agglo,0,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.0132316506499573
Decoded,decoded,GNN,Agglo,4,30,AmazonEmployeeAccess,MLPClassifier,closest,0.054995223366593
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0158692276077786
Encoded,encoded,GNN,Agglo,1,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0131796786901971
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0419276946948253
Original,original,,Agglo,0,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.0132316506499573
Decoded,decoded,MLP,KIP,1,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.02348941105511964
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.04972978000132654
Encoded,encoded,MLP,KIP,4,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.06270977695139311
Encoded-FT,encoded,MLP-MultiHead,KIP,2,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.03540165776874786
Original,original,,KIP,0,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.027119515676042462
Decoded,decoded,GNN,KIP,2,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.03445959761393996
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0588969498614194
Encoded,encoded,GNN,KIP,1,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.033932629295636216
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.0518733498047973
Original,original,,KIP,0,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.027119515676042462
Decoded,decoded,MLP,KMeans,4,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.05107257131954744
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.01384929636121048
Encoded,encoded,MLP,KMeans,2,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.019717204154747904
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.10762353427106248
Original,original,,KMeans,0,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.12269895857766426
Decoded,decoded,GNN,KMeans,4,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.03659509808681634
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,AmazonEmployeeAccess,MLPClassifier,centroid,0.01266173708069386
Encoded,encoded,GNN,KMeans,1,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.03886709333822052
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.02467888509204848
Original,original,,KMeans,0,30,AmazonEmployeeAccess,MLPClassifier,centroid,-0.12269895857766426
Decoded,decoded,MLP,KMeans,0,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.010602006254415161
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,AmazonEmployeeAccess,MLPClassifier,closest,0.02102799168722174
Encoded,encoded,MLP,KMeans,4,30,AmazonEmployeeAccess,MLPClassifier,closest,0.02482358596948552
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.00293887755611442
Original,original,,KMeans,2,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.0026542626922706003
Decoded,decoded,GNN,KMeans,4,30,AmazonEmployeeAccess,MLPClassifier,closest,0.012445779911059478
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,AmazonEmployeeAccess,MLPClassifier,closest,0.009524545467600459
Encoded,encoded,GNN,KMeans,2,30,AmazonEmployeeAccess,MLPClassifier,closest,0.0033175890207866403
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.02638356537217742
Original,original,,KMeans,1,30,AmazonEmployeeAccess,MLPClassifier,closest,-0.0026542626922706003
Decoded,decoded,MLP,Agglo,1,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3451222132637616
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3462070532664998
Encoded,encoded,MLP,Agglo,3,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.354326239246678
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3106345696009006
Original,original,,Agglo,4,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,3,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.365989933141149
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3626688585315393
Encoded,encoded,GNN,Agglo,0,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.2953255851100243
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3227931444957443
Original,original,,Agglo,4,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,2,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3359728571319911
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3434949532596543
Encoded,encoded,MLP,Agglo,4,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3460302081827932
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3310896509496391
Original,original,,Agglo,1,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3326147021016042
Decoded,decoded,GNN,Agglo,4,30,AmazonEmployeeAccess,XGBClassifier,closest,0.338587026796784
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3202269892219577
Encoded,encoded,GNN,Agglo,1,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3160197876337748
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,AmazonEmployeeAccess,XGBClassifier,closest,0.2986452335496041
Original,original,,Agglo,3,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3326147021016042
Decoded,decoded,MLP,KIP,0,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.32434329624023556
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3571910345247241
Encoded,encoded,MLP,KIP,2,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3589915266484624
Encoded-FT,encoded,MLP-MultiHead,KIP,4,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3653779160423211
Original,original,,KIP,3,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3625432604909068
Decoded,decoded,GNN,KIP,1,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3369078542035887
Decoded-FT,decoded,GNN-MultiHead,KIP,0,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.33632559651938454
Encoded,encoded,GNN,KIP,2,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.34397405131169617
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.36178976732511353
Original,original,,KIP,4,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3625432604909068
Decoded,decoded,MLP,KMeans,4,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.37300298164614254
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.36228550402750426
Encoded,encoded,MLP,KMeans,1,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3431485840983944
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.31412783047211934
Original,original,,KMeans,3,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,KMeans,3,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.36084621323333665
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.34399088011804885
Encoded,encoded,GNN,KMeans,1,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3248927520137522
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.32327262285979413
Original,original,,KMeans,4,30,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,KMeans,3,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3448094066372052
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,AmazonEmployeeAccess,XGBClassifier,closest,0.33073909835629156
Encoded,encoded,MLP,KMeans,4,30,AmazonEmployeeAccess,XGBClassifier,closest,0.34632352381894116
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3144331259365184
Original,original,,KMeans,1,30,AmazonEmployeeAccess,XGBClassifier,closest,0.325849617025808
Decoded,decoded,GNN,KMeans,0,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3201911448152064
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,AmazonEmployeeAccess,XGBClassifier,closest,0.33371304318062545
Encoded,encoded,GNN,KMeans,1,30,AmazonEmployeeAccess,XGBClassifier,closest,0.32089681374599727
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,AmazonEmployeeAccess,XGBClassifier,closest,0.3277839789763522
Original,original,,KMeans,2,30,AmazonEmployeeAccess,XGBClassifier,closest,0.325849617025808
Decoded,decoded,MLP,Agglo,1,30,BankMarketing,GaussianNB,centroid,0.0134356655232548
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,BankMarketing,GaussianNB,centroid,0.0917209101206451
Encoded,encoded,MLP,Agglo,2,30,BankMarketing,GaussianNB,centroid,0.0566699455501123
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,GaussianNB,centroid,-0.0419769737844948
Original,original,,Agglo,4,30,BankMarketing,GaussianNB,centroid,0.1320326195637558
Decoded,decoded,GNN,Agglo,4,30,BankMarketing,GaussianNB,centroid,0.2008056656985147
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,BankMarketing,GaussianNB,centroid,0.1313776774459407
Encoded,encoded,GNN,Agglo,1,30,BankMarketing,GaussianNB,centroid,-0.0334484403555686
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,GaussianNB,centroid,-0.1253547725869241
Original,original,,Agglo,3,30,BankMarketing,GaussianNB,centroid,0.1320326195637558
Decoded,decoded,MLP,Agglo,1,30,BankMarketing,GaussianNB,closest,0.0358092953473777
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,BankMarketing,GaussianNB,closest,0.1562967007088307
Encoded,encoded,MLP,Agglo,2,30,BankMarketing,GaussianNB,closest,0.0797076486841584
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,GaussianNB,closest,-0.0088660929823401
Original,original,,Agglo,4,30,BankMarketing,GaussianNB,closest,0.1750247757224577
Decoded,decoded,GNN,Agglo,3,30,BankMarketing,GaussianNB,closest,0.1451582663872129
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,BankMarketing,GaussianNB,closest,0.0786348808887536
Encoded,encoded,GNN,Agglo,1,30,BankMarketing,GaussianNB,closest,0.0117455113195116
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,GaussianNB,closest,-0.1258552208253626
Original,original,,Agglo,4,30,BankMarketing,GaussianNB,closest,0.1750247757224577
Decoded,decoded,MLP,KIP,4,30,BankMarketing,GaussianNB,centroid,0.22691887215638845
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,BankMarketing,GaussianNB,centroid,0.14609639328221138
Encoded,encoded,MLP,KIP,1,30,BankMarketing,GaussianNB,centroid,0.13587234475611093
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,BankMarketing,GaussianNB,centroid,0.04808889303883568
Original,original,,KIP,3,30,BankMarketing,GaussianNB,centroid,0.1897343603666203
Decoded,decoded,GNN,KIP,3,30,BankMarketing,GaussianNB,centroid,0.1768704842020803
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,BankMarketing,GaussianNB,centroid,0.17415887361148802
Encoded,encoded,GNN,KIP,1,30,BankMarketing,GaussianNB,centroid,0.0693286349913467
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,BankMarketing,GaussianNB,centroid,-0.0741418336287961
Original,original,,KIP,4,30,BankMarketing,GaussianNB,centroid,0.1897343603666203
Decoded,decoded,MLP,KMeans,2,30,BankMarketing,GaussianNB,centroid,0.013380790004231239
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,BankMarketing,GaussianNB,centroid,0.00433740461770278
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,GaussianNB,centroid,0.06173554801070347
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,BankMarketing,GaussianNB,centroid,-0.041672787265462786
Original,original,,KMeans,3,30,BankMarketing,GaussianNB,centroid,0.03131009189661192
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,GaussianNB,centroid,0.10800235584756386
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,GaussianNB,centroid,0.18097286371710503
Encoded,encoded,GNN,KMeans,1,30,BankMarketing,GaussianNB,centroid,-0.03148732538988346
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,GaussianNB,centroid,-0.11919867014496352
Original,original,,KMeans,2,30,BankMarketing,GaussianNB,centroid,0.03131009189661192
Decoded,decoded,MLP,KMeans,1,30,BankMarketing,GaussianNB,closest,0.00617339279604908
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,BankMarketing,GaussianNB,closest,0.017903557821727575
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,GaussianNB,closest,0.0929585106613295
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,BankMarketing,GaussianNB,closest,-0.030107631717814283
Original,original,,KMeans,3,30,BankMarketing,GaussianNB,closest,0.022346000604131423
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,GaussianNB,closest,0.0542512105825214
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,GaussianNB,closest,0.1692139796194737
Encoded,encoded,GNN,KMeans,1,30,BankMarketing,GaussianNB,closest,-0.01314155277100012
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,GaussianNB,closest,-0.1031278309456984
Original,original,,KMeans,2,30,BankMarketing,GaussianNB,closest,0.022346000604131423
Decoded,decoded,MLP,Agglo,3,30,BankMarketing,KNeighborsClassifier,centroid,-0.0427455531422569
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,BankMarketing,KNeighborsClassifier,centroid,-0.0541017689350383
Encoded,encoded,MLP,Agglo,4,30,BankMarketing,KNeighborsClassifier,centroid,-0.0143418663445492
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,KNeighborsClassifier,centroid,-0.1432113714118314
Original,original,,Agglo,1,30,BankMarketing,KNeighborsClassifier,centroid,-0.1410887655138324
Decoded,decoded,GNN,Agglo,3,30,BankMarketing,KNeighborsClassifier,centroid,-0.0648317530743748
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,BankMarketing,KNeighborsClassifier,centroid,-0.02434899009257
Encoded,encoded,GNN,Agglo,2,30,BankMarketing,KNeighborsClassifier,centroid,-0.0753297637161187
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,KNeighborsClassifier,centroid,-0.2161312240844628
Original,original,,Agglo,1,30,BankMarketing,KNeighborsClassifier,centroid,-0.1410887655138324
Decoded,decoded,MLP,Agglo,3,30,BankMarketing,KNeighborsClassifier,closest,-0.0097804737034326
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,BankMarketing,KNeighborsClassifier,closest,-0.0376642365910284
Encoded,encoded,MLP,Agglo,4,30,BankMarketing,KNeighborsClassifier,closest,0.0118372623642842
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,BankMarketing,KNeighborsClassifier,closest,-0.0708545142236209
Original,original,,Agglo,0,30,BankMarketing,KNeighborsClassifier,closest,-0.076810490235174
Decoded,decoded,GNN,Agglo,2,30,BankMarketing,KNeighborsClassifier,closest,-0.0605917034146241
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,BankMarketing,KNeighborsClassifier,closest,-0.0469246250675916
Encoded,encoded,GNN,Agglo,4,30,BankMarketing,KNeighborsClassifier,closest,-0.0424211451424943
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,KNeighborsClassifier,closest,-0.2031037666817657
Original,original,,Agglo,1,30,BankMarketing,KNeighborsClassifier,closest,-0.076810490235174
Decoded,decoded,MLP,KIP,2,30,BankMarketing,KNeighborsClassifier,centroid,0.07219531458703549
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,BankMarketing,KNeighborsClassifier,centroid,0.06367917710386092
Encoded,encoded,MLP,KIP,4,30,BankMarketing,KNeighborsClassifier,centroid,0.12932280515645783
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,BankMarketing,KNeighborsClassifier,centroid,0.01953171681036766
Original,original,,KIP,3,30,BankMarketing,KNeighborsClassifier,centroid,0.12528288506632698
Decoded,decoded,GNN,KIP,4,30,BankMarketing,KNeighborsClassifier,centroid,0.13933847869263744
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,BankMarketing,KNeighborsClassifier,centroid,0.10417558748336823
Encoded,encoded,GNN,KIP,1,30,BankMarketing,KNeighborsClassifier,centroid,0.08065134544628602
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,BankMarketing,KNeighborsClassifier,centroid,-0.06968493546684412
Original,original,,KIP,3,30,BankMarketing,KNeighborsClassifier,centroid,0.12528288506632698
Decoded,decoded,MLP,KMeans,3,30,BankMarketing,KNeighborsClassifier,centroid,-0.03783716815529762
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,BankMarketing,KNeighborsClassifier,centroid,-0.06382649156700511
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,KNeighborsClassifier,centroid,-0.0326201196841288
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,BankMarketing,KNeighborsClassifier,centroid,-0.16185781411921682
Original,original,,KMeans,0,30,BankMarketing,KNeighborsClassifier,centroid,-0.16394257510585603
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,KNeighborsClassifier,centroid,-0.06439326186355691
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,KNeighborsClassifier,centroid,-0.03835289782970876
Encoded,encoded,GNN,KMeans,2,30,BankMarketing,KNeighborsClassifier,centroid,-0.10445111650554337
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,KNeighborsClassifier,centroid,-0.22378434917721984
Original,original,,KMeans,1,30,BankMarketing,KNeighborsClassifier,centroid,-0.16394257510585603
Decoded,decoded,MLP,KMeans,3,30,BankMarketing,KNeighborsClassifier,closest,-0.046244771723882416
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,BankMarketing,KNeighborsClassifier,closest,-0.07041860408092675
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,KNeighborsClassifier,closest,-0.00943635279587748
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,BankMarketing,KNeighborsClassifier,closest,-0.10529993302128211
Original,original,,KMeans,1,30,BankMarketing,KNeighborsClassifier,closest,-0.07108587471753425
Decoded,decoded,GNN,KMeans,2,30,BankMarketing,KNeighborsClassifier,closest,-0.07170591180748317
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,KNeighborsClassifier,closest,-0.03340063468465148
Encoded,encoded,GNN,KMeans,1,30,BankMarketing,KNeighborsClassifier,closest,-0.07588856496483935
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,KNeighborsClassifier,closest,-0.1896821156499193
Original,original,,KMeans,3,30,BankMarketing,KNeighborsClassifier,closest,-0.07108587471753425
Decoded,decoded,MLP,Agglo,3,30,BankMarketing,LogisticRegression,centroid,0.1605816071426541
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,BankMarketing,LogisticRegression,centroid,0.1429369220782654
Encoded,encoded,MLP,Agglo,4,30,BankMarketing,LogisticRegression,centroid,0.2461240459576731
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,BankMarketing,LogisticRegression,centroid,0.0848054204488706
Original,original,,Agglo,0,30,BankMarketing,LogisticRegression,centroid,0.0498598994857692
Decoded,decoded,GNN,Agglo,2,30,BankMarketing,LogisticRegression,centroid,0.1192861949302292
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,BankMarketing,LogisticRegression,centroid,0.1861627710373029
Encoded,encoded,GNN,Agglo,1,30,BankMarketing,LogisticRegression,centroid,0.0917996336912493
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,BankMarketing,LogisticRegression,centroid,0.1209852068981783
Original,original,,Agglo,0,30,BankMarketing,LogisticRegression,centroid,0.0498598994857692
Decoded,decoded,MLP,Agglo,2,30,BankMarketing,LogisticRegression,closest,0.1923401686264636
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,BankMarketing,LogisticRegression,closest,0.2371280716106671
Encoded,encoded,MLP,Agglo,4,30,BankMarketing,LogisticRegression,closest,0.2610214786222309
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,BankMarketing,LogisticRegression,closest,0.1080999051917178
Original,original,,Agglo,0,30,BankMarketing,LogisticRegression,closest,0.0969059012939174
Decoded,decoded,GNN,Agglo,4,30,BankMarketing,LogisticRegression,closest,0.156668252073939
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,BankMarketing,LogisticRegression,closest,0.1125968806721993
Encoded,encoded,GNN,Agglo,1,30,BankMarketing,LogisticRegression,closest,0.0949475165275864
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,LogisticRegression,closest,0.0908113360708903
Original,original,,Agglo,2,30,BankMarketing,LogisticRegression,closest,0.0969059012939174
Decoded,decoded,MLP,KIP,3,30,BankMarketing,LogisticRegression,centroid,0.24215170918580595
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,BankMarketing,LogisticRegression,centroid,0.21590877159348104
Encoded,encoded,MLP,KIP,4,30,BankMarketing,LogisticRegression,centroid,0.25812490033242974
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,BankMarketing,LogisticRegression,centroid,0.18107673729506424
Original,original,,KIP,2,30,BankMarketing,LogisticRegression,centroid,0.2368602511755558
Decoded,decoded,GNN,KIP,4,30,BankMarketing,LogisticRegression,centroid,0.28463788408451335
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,BankMarketing,LogisticRegression,centroid,0.21549117000653945
Encoded,encoded,GNN,KIP,1,30,BankMarketing,LogisticRegression,centroid,0.19327977852016381
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,BankMarketing,LogisticRegression,centroid,0.0923782209302341
Original,original,,KIP,3,30,BankMarketing,LogisticRegression,centroid,0.2368602511755558
Decoded,decoded,MLP,KMeans,3,30,BankMarketing,LogisticRegression,centroid,0.13422189488332467
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,BankMarketing,LogisticRegression,centroid,0.11725269195705315
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,LogisticRegression,centroid,0.2374648642175181
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,BankMarketing,LogisticRegression,centroid,0.09690784880298389
Original,original,,KMeans,0,30,BankMarketing,LogisticRegression,centroid,0.05376445282519708
Decoded,decoded,GNN,KMeans,1,30,BankMarketing,LogisticRegression,centroid,0.08620712113013196
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,LogisticRegression,centroid,0.14406769136837433
Encoded,encoded,GNN,KMeans,2,30,BankMarketing,LogisticRegression,centroid,0.09046761336684239
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,BankMarketing,LogisticRegression,centroid,0.09433728858935472
Original,original,,KMeans,0,30,BankMarketing,LogisticRegression,centroid,0.05376445282519708
Decoded,decoded,MLP,KMeans,2,30,BankMarketing,LogisticRegression,closest,0.11665149337903839
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,BankMarketing,LogisticRegression,closest,0.08436305767522811
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,LogisticRegression,closest,0.22897243477962864
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,BankMarketing,LogisticRegression,closest,0.12045980941979792
Original,original,,KMeans,1,30,BankMarketing,LogisticRegression,closest,0.09482816204337714
Decoded,decoded,GNN,KMeans,2,30,BankMarketing,LogisticRegression,closest,0.09800379056082828
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,LogisticRegression,closest,0.1321153476739977
Encoded,encoded,GNN,KMeans,3,30,BankMarketing,LogisticRegression,closest,0.11277018368677887
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,LogisticRegression,closest,0.08708663645835615
Original,original,,KMeans,1,30,BankMarketing,LogisticRegression,closest,0.09482816204337714
Decoded,decoded,MLP,Agglo,3,30,BankMarketing,MLPClassifier,centroid,0.0128705709419412
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,BankMarketing,MLPClassifier,centroid,0.0347622944690343
Encoded,encoded,MLP,Agglo,2,30,BankMarketing,MLPClassifier,centroid,-0.0056104207487849
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,MLPClassifier,centroid,-0.1035608534918106
Original,original,,Agglo,1,30,BankMarketing,MLPClassifier,centroid,-0.0500659742817979
Decoded,decoded,GNN,Agglo,4,30,BankMarketing,MLPClassifier,centroid,0.0284604024714213
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,BankMarketing,MLPClassifier,centroid,0.0190083092738478
Encoded,encoded,GNN,Agglo,0,30,BankMarketing,MLPClassifier,centroid,-0.0764628370698899
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,BankMarketing,MLPClassifier,centroid,-0.052592629887705
Original,original,,Agglo,2,30,BankMarketing,MLPClassifier,centroid,-0.0500659742817979
Decoded,decoded,MLP,Agglo,3,30,BankMarketing,MLPClassifier,closest,0.0774712947076679
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,BankMarketing,MLPClassifier,closest,0.1354789101269106
Encoded,encoded,MLP,Agglo,2,30,BankMarketing,MLPClassifier,closest,0.0619592201777329
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,MLPClassifier,closest,-0.0671109937970172
Original,original,,Agglo,1,30,BankMarketing,MLPClassifier,closest,-0.027439581172796
Decoded,decoded,GNN,Agglo,4,30,BankMarketing,MLPClassifier,closest,0.0705816074606202
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,BankMarketing,MLPClassifier,closest,-0.0203444784039615
Encoded,encoded,GNN,Agglo,1,30,BankMarketing,MLPClassifier,closest,-0.0760027003426968
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,MLPClassifier,closest,-0.0854547935402703
Original,original,,Agglo,2,30,BankMarketing,MLPClassifier,closest,-0.027439581172796
Decoded,decoded,MLP,KIP,4,30,BankMarketing,MLPClassifier,centroid,0.14083741011395123
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,BankMarketing,MLPClassifier,centroid,0.08916109135077019
Encoded,encoded,MLP,KIP,3,30,BankMarketing,MLPClassifier,centroid,0.12476801750336874
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,BankMarketing,MLPClassifier,centroid,0.0012000496929790404
Original,original,,KIP,1,30,BankMarketing,MLPClassifier,centroid,0.06469876908584282
Decoded,decoded,GNN,KIP,4,30,BankMarketing,MLPClassifier,centroid,0.17383176066574293
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,BankMarketing,MLPClassifier,centroid,0.08649801838818974
Encoded,encoded,GNN,KIP,1,30,BankMarketing,MLPClassifier,centroid,0.043348305776272515
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,BankMarketing,MLPClassifier,centroid,-0.07698660941050353
Original,original,,KIP,2,30,BankMarketing,MLPClassifier,centroid,0.06469876908584282
Decoded,decoded,MLP,KMeans,4,30,BankMarketing,MLPClassifier,centroid,0.01467238831070978
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,BankMarketing,MLPClassifier,centroid,-0.00125278145129116
Encoded,encoded,MLP,KMeans,2,30,BankMarketing,MLPClassifier,centroid,-0.020686758161729123
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,BankMarketing,MLPClassifier,centroid,-0.11173993650142947
Original,original,,KMeans,1,30,BankMarketing,MLPClassifier,centroid,-0.06896286164825162
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,MLPClassifier,centroid,-0.0296046518348417
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,MLPClassifier,centroid,0.014882123665804579
Encoded,encoded,GNN,KMeans,1,30,BankMarketing,MLPClassifier,centroid,-0.08701291272655652
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,MLPClassifier,centroid,-0.10409395071397898
Original,original,,KMeans,2,30,BankMarketing,MLPClassifier,centroid,-0.06896286164825162
Decoded,decoded,MLP,KMeans,3,30,BankMarketing,MLPClassifier,closest,-0.017063907613959338
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,BankMarketing,MLPClassifier,closest,-0.05081294794064598
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,MLPClassifier,closest,0.02647896941289894
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,BankMarketing,MLPClassifier,closest,-0.09586761766555604
Original,original,,KMeans,2,30,BankMarketing,MLPClassifier,closest,-0.0445435589646819
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,MLPClassifier,closest,-0.023908996306095564
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,BankMarketing,MLPClassifier,closest,0.01674695101696328
Encoded,encoded,GNN,KMeans,1,30,BankMarketing,MLPClassifier,closest,-0.0659957320046916
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,MLPClassifier,closest,-0.07527690876303503
Original,original,,KMeans,2,30,BankMarketing,MLPClassifier,closest,-0.0445435589646819
Decoded,decoded,MLP,Agglo,3,30,BankMarketing,XGBClassifier,centroid,0.3003577396381852
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,BankMarketing,XGBClassifier,centroid,0.1569715173765243
Encoded,encoded,MLP,Agglo,2,30,BankMarketing,XGBClassifier,centroid,0.2261035165820201
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,XGBClassifier,centroid,0.1423275091806656
Original,original,,Agglo,4,30,BankMarketing,XGBClassifier,centroid,0.3573319979789456
Decoded,decoded,GNN,Agglo,3,30,BankMarketing,XGBClassifier,centroid,0.1863876957489647
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,BankMarketing,XGBClassifier,centroid,0.1797211450622155
Encoded,encoded,GNN,Agglo,2,30,BankMarketing,XGBClassifier,centroid,0.1819624778266631
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,XGBClassifier,centroid,0.123866301521836
Original,original,,Agglo,4,30,BankMarketing,XGBClassifier,centroid,0.3573319979789456
Decoded,decoded,MLP,Agglo,2,30,BankMarketing,XGBClassifier,closest,0.2225811898012601
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,BankMarketing,XGBClassifier,closest,0.2530614630566207
Encoded,encoded,MLP,Agglo,4,30,BankMarketing,XGBClassifier,closest,0.2538688585035411
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,BankMarketing,XGBClassifier,closest,0.153570468876351
Original,original,,Agglo,1,30,BankMarketing,XGBClassifier,closest,0.200851100684878
Decoded,decoded,GNN,Agglo,1,30,BankMarketing,XGBClassifier,closest,0.1405120897173916
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,BankMarketing,XGBClassifier,closest,0.157365014707964
Encoded,encoded,GNN,Agglo,3,30,BankMarketing,XGBClassifier,closest,0.1800617004816963
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,BankMarketing,XGBClassifier,closest,0.0952556412235514
Original,original,,Agglo,4,30,BankMarketing,XGBClassifier,closest,0.200851100684878
Decoded,decoded,MLP,KIP,1,30,BankMarketing,XGBClassifier,centroid,0.23914802821415915
Decoded-FT,decoded,MLP-MultiHead,KIP,0,30,BankMarketing,XGBClassifier,centroid,0.23128716806954386
Encoded,encoded,MLP,KIP,3,30,BankMarketing,XGBClassifier,centroid,0.30963311255012427
Encoded-FT,encoded,MLP-MultiHead,KIP,2,30,BankMarketing,XGBClassifier,centroid,0.2508831849854234
Original,original,,KIP,4,30,BankMarketing,XGBClassifier,centroid,0.34653072151565556
Decoded,decoded,GNN,KIP,3,30,BankMarketing,XGBClassifier,centroid,0.29642902423300244
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,BankMarketing,XGBClassifier,centroid,0.23101930452350458
Encoded,encoded,GNN,KIP,2,30,BankMarketing,XGBClassifier,centroid,0.2659957353600281
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,BankMarketing,XGBClassifier,centroid,0.1427068135740058
Original,original,,KIP,4,30,BankMarketing,XGBClassifier,centroid,0.34653072151565556
Decoded,decoded,MLP,KMeans,4,30,BankMarketing,XGBClassifier,centroid,0.23161388099384106
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,BankMarketing,XGBClassifier,centroid,0.16120496792884104
Encoded,encoded,MLP,KMeans,3,30,BankMarketing,XGBClassifier,centroid,0.22785287755562056
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,BankMarketing,XGBClassifier,centroid,0.14751714322939902
Original,original,,KMeans,2,30,BankMarketing,XGBClassifier,centroid,0.22697146355850495
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,XGBClassifier,centroid,0.16800693977100295
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,BankMarketing,XGBClassifier,centroid,0.13687894788025207
Encoded,encoded,GNN,KMeans,2,30,BankMarketing,XGBClassifier,centroid,0.15407505661217571
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,XGBClassifier,centroid,0.10915220474276918
Original,original,,KMeans,4,30,BankMarketing,XGBClassifier,centroid,0.22697146355850495
Decoded,decoded,MLP,KMeans,3,30,BankMarketing,XGBClassifier,closest,0.2056007286208857
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,BankMarketing,XGBClassifier,closest,0.17151697601806476
Encoded,encoded,MLP,KMeans,4,30,BankMarketing,XGBClassifier,closest,0.26956647332647543
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,BankMarketing,XGBClassifier,closest,0.15781483322233883
Original,original,,KMeans,0,30,BankMarketing,XGBClassifier,closest,0.13309101040077023
Decoded,decoded,GNN,KMeans,3,30,BankMarketing,XGBClassifier,closest,0.14451011772503972
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,BankMarketing,XGBClassifier,closest,0.12039528959663895
Encoded,encoded,GNN,KMeans,4,30,BankMarketing,XGBClassifier,closest,0.15846618144507385
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,BankMarketing,XGBClassifier,closest,0.10894113798076537
Original,original,,KMeans,2,30,BankMarketing,XGBClassifier,closest,0.13309101040077023
Decoded,decoded,MLP,Agglo,2,30,Credit,GaussianNB,centroid,-0.035661218424963
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Credit,GaussianNB,centroid,0.052748885586924
Encoded,encoded,MLP,Agglo,0,30,Credit,GaussianNB,centroid,-0.0542347696879644
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Credit,GaussianNB,centroid,-0.0520059435364044
Original,original,,Agglo,3,30,Credit,GaussianNB,centroid,0.039375928677563
Decoded,decoded,GNN,Agglo,4,30,Credit,GaussianNB,centroid,0.0586924219910845
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Credit,GaussianNB,centroid,0.0586924219910845
Encoded,encoded,GNN,Agglo,0,30,Credit,GaussianNB,centroid,-0.0349182763744429
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Credit,GaussianNB,centroid,0.00222882615156
Original,original,,Agglo,2,30,Credit,GaussianNB,centroid,0.039375928677563
Decoded,decoded,MLP,Agglo,0,30,Credit,GaussianNB,closest,-0.0527488855869244
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Credit,GaussianNB,closest,0.052748885586924
Encoded,encoded,MLP,Agglo,2,30,Credit,GaussianNB,closest,-0.0423476968796433
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Credit,GaussianNB,closest,-0.0423476968796435
Original,original,,Agglo,3,30,Credit,GaussianNB,closest,0.0520059435364039
Decoded,decoded,GNN,Agglo,0,30,Credit,GaussianNB,closest,-0.0557206537890046
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Credit,GaussianNB,closest,0.0594353640416045
Encoded,encoded,GNN,Agglo,1,30,Credit,GaussianNB,closest,-0.0282317979197624
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Credit,GaussianNB,closest,0.0014858841010399
Original,original,,Agglo,3,30,Credit,GaussianNB,closest,0.0520059435364039
Decoded,decoded,MLP,KIP,3,30,Credit,GaussianNB,centroid,0.06017830609212462
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,Credit,GaussianNB,centroid,0.06419019316493291
Encoded,encoded,MLP,KIP,1,30,Credit,GaussianNB,centroid,0.0031203566121841787
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Credit,GaussianNB,centroid,-0.005052005943536541
Original,original,,KIP,2,30,Credit,GaussianNB,centroid,0.01916790490341736
Decoded,decoded,GNN,KIP,3,30,Credit,GaussianNB,centroid,0.0533432392273401
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Credit,GaussianNB,centroid,0.06433878157503692
Encoded,encoded,GNN,KIP,1,30,Credit,GaussianNB,centroid,0.015453194650817117
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Credit,GaussianNB,centroid,-0.022585438335809917
Original,original,,KIP,2,30,Credit,GaussianNB,centroid,0.01916790490341736
Decoded,decoded,MLP,KMeans,2,30,Credit,GaussianNB,centroid,0.003268945022288079
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Credit,GaussianNB,centroid,0.047251114413075626
Encoded,encoded,MLP,KMeans,1,30,Credit,GaussianNB,centroid,-0.03759286775631504
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,GaussianNB,centroid,-0.05661218424962862
Original,original,,KMeans,3,30,Credit,GaussianNB,centroid,0.036998514115898794
Decoded,decoded,GNN,KMeans,2,30,Credit,GaussianNB,centroid,0.024368499257057762
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Credit,GaussianNB,centroid,0.05408618127786015
Encoded,encoded,GNN,KMeans,0,30,Credit,GaussianNB,centroid,-0.031797919762258556
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Credit,GaussianNB,centroid,-0.0132243684992572
Original,original,,KMeans,3,30,Credit,GaussianNB,centroid,0.036998514115898794
Decoded,decoded,MLP,KMeans,2,30,Credit,GaussianNB,closest,0.013967310549776879
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Credit,GaussianNB,closest,0.0460624071322435
Encoded,encoded,MLP,KMeans,1,30,Credit,GaussianNB,closest,-0.034472511144130816
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,GaussianNB,closest,-0.06121842496285303
Original,original,,KMeans,3,30,Credit,GaussianNB,closest,0.04101040118870708
Decoded,decoded,GNN,KMeans,2,30,Credit,GaussianNB,closest,0.020208023774145423
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Credit,GaussianNB,closest,0.05364041604754812
Encoded,encoded,GNN,KMeans,0,30,Credit,GaussianNB,closest,-0.030757800891530556
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Credit,GaussianNB,closest,-0.009063893016344901
Original,original,,KMeans,3,30,Credit,GaussianNB,closest,0.04101040118870708
Decoded,decoded,MLP,Agglo,3,30,Credit,KNeighborsClassifier,centroid,0.1691542288557213
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Credit,KNeighborsClassifier,centroid,0.2095771144278607
Encoded,encoded,MLP,Agglo,1,30,Credit,KNeighborsClassifier,centroid,0.1449004975124377
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Credit,KNeighborsClassifier,centroid,0.1274875621890547
Original,original,,Agglo,2,30,Credit,KNeighborsClassifier,centroid,0.1598258706467662
Decoded,decoded,GNN,Agglo,1,30,Credit,KNeighborsClassifier,centroid,0.1349502487562189
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Credit,KNeighborsClassifier,centroid,0.2394278606965174
Encoded,encoded,GNN,Agglo,2,30,Credit,KNeighborsClassifier,centroid,0.1411691542288557
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Credit,KNeighborsClassifier,centroid,0.1330845771144278
Original,original,,Agglo,3,30,Credit,KNeighborsClassifier,centroid,0.1598258706467662
Decoded,decoded,MLP,Agglo,2,30,Credit,KNeighborsClassifier,closest,0.1492537313432836
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Credit,KNeighborsClassifier,closest,0.1896766169154229
Encoded,encoded,MLP,Agglo,0,30,Credit,KNeighborsClassifier,closest,0.13681592039801
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Credit,KNeighborsClassifier,closest,0.1598258706467662
Original,original,,Agglo,1,30,Credit,KNeighborsClassifier,closest,0.1393034825870646
Decoded,decoded,GNN,Agglo,0,30,Credit,KNeighborsClassifier,closest,0.1243781094527363
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Credit,KNeighborsClassifier,closest,0.1828358208955224
Encoded,encoded,GNN,Agglo,2,30,Credit,KNeighborsClassifier,closest,0.1573383084577114
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,Credit,KNeighborsClassifier,closest,0.1728855721393035
Original,original,,Agglo,1,30,Credit,KNeighborsClassifier,closest,0.1393034825870646
Decoded,decoded,MLP,KIP,2,30,Credit,KNeighborsClassifier,centroid,0.18482587064676614
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Credit,KNeighborsClassifier,centroid,0.18731343283582091
Encoded,encoded,MLP,KIP,0,30,Credit,KNeighborsClassifier,centroid,0.17164179104477606
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Credit,KNeighborsClassifier,centroid,0.18072139303482587
Original,original,,KIP,4,30,Credit,KNeighborsClassifier,centroid,0.19676616915422884
Decoded,decoded,GNN,KIP,3,30,Credit,KNeighborsClassifier,centroid,0.18731343283582094
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Credit,KNeighborsClassifier,centroid,0.1788557213930348
Encoded,encoded,GNN,KIP,1,30,Credit,KNeighborsClassifier,centroid,0.16915422885572137
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Credit,KNeighborsClassifier,centroid,0.1458955223880597
Original,original,,KIP,4,30,Credit,KNeighborsClassifier,centroid,0.19676616915422884
Decoded,decoded,MLP,KMeans,3,30,Credit,KNeighborsClassifier,centroid,0.1818407960199005
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Credit,KNeighborsClassifier,centroid,0.1578358208955224
Encoded,encoded,MLP,KMeans,2,30,Credit,KNeighborsClassifier,centroid,0.16094527363184077
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,KNeighborsClassifier,centroid,0.142412935323383
Original,original,,KMeans,4,30,Credit,KNeighborsClassifier,centroid,0.19365671641791044
Decoded,decoded,GNN,KMeans,2,30,Credit,KNeighborsClassifier,centroid,0.18196517412935315
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Credit,KNeighborsClassifier,centroid,0.19577114427860695
Encoded,encoded,GNN,KMeans,1,30,Credit,KNeighborsClassifier,centroid,0.16119402985074627
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Credit,KNeighborsClassifier,centroid,0.1333333333333333
Original,original,,KMeans,3,30,Credit,KNeighborsClassifier,centroid,0.19365671641791044
Decoded,decoded,MLP,KMeans,3,30,Credit,KNeighborsClassifier,closest,0.17711442786069648
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Credit,KNeighborsClassifier,closest,0.15522388059701492
Encoded,encoded,MLP,KMeans,1,30,Credit,KNeighborsClassifier,closest,0.14589552238805964
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,KNeighborsClassifier,closest,0.1371890547263681
Original,original,,KMeans,4,30,Credit,KNeighborsClassifier,closest,0.1818407960199005
Decoded,decoded,GNN,KMeans,2,30,Credit,KNeighborsClassifier,closest,0.18159203980099506
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Credit,KNeighborsClassifier,closest,0.19029850746268653
Encoded,encoded,GNN,KMeans,0,30,Credit,KNeighborsClassifier,closest,0.14402985074626865
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Credit,KNeighborsClassifier,closest,0.1656716417910448
Original,original,,KMeans,3,30,Credit,KNeighborsClassifier,closest,0.1818407960199005
Decoded,decoded,MLP,Agglo,2,30,Credit,LogisticRegression,centroid,0.2142070484581498
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Credit,LogisticRegression,centroid,0.2461453744493393
Encoded,encoded,MLP,Agglo,3,30,Credit,LogisticRegression,centroid,0.2334801762114537
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Credit,LogisticRegression,centroid,0.1998898678414097
Original,original,,Agglo,0,30,Credit,LogisticRegression,centroid,0.1938325991189428
Decoded,decoded,GNN,Agglo,1,30,Credit,LogisticRegression,centroid,0.2191629955947137
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Credit,LogisticRegression,centroid,0.2230176211453745
Encoded,encoded,GNN,Agglo,4,30,Credit,LogisticRegression,centroid,0.2263215859030836
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Credit,LogisticRegression,centroid,0.2197136563876653
Original,original,,Agglo,0,30,Credit,LogisticRegression,centroid,0.1938325991189428
Decoded,decoded,MLP,Agglo,1,30,Credit,LogisticRegression,closest,0.2098017621145374
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Credit,LogisticRegression,closest,0.2180616740088106
Encoded,encoded,MLP,Agglo,4,30,Credit,LogisticRegression,closest,0.2428414096916299
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Credit,LogisticRegression,closest,0.2219162995594713
Original,original,,Agglo,0,30,Credit,LogisticRegression,closest,0.1943832599118944
Decoded,decoded,GNN,Agglo,1,30,Credit,LogisticRegression,closest,0.2109030837004405
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Credit,LogisticRegression,closest,0.2505506607929516
Encoded,encoded,GNN,Agglo,3,30,Credit,LogisticRegression,closest,0.2395374449339207
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Credit,LogisticRegression,closest,0.2202643171806167
Original,original,,Agglo,0,30,Credit,LogisticRegression,closest,0.1943832599118944
Decoded,decoded,MLP,KIP,3,30,Credit,LogisticRegression,centroid,0.25341409691629957
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,Credit,LogisticRegression,centroid,0.2550660792951541
Encoded,encoded,MLP,KIP,1,30,Credit,LogisticRegression,centroid,0.248237885462555
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Credit,LogisticRegression,centroid,0.22268722466960358
Original,original,,KIP,2,30,Credit,LogisticRegression,centroid,0.24955947136563877
Decoded,decoded,GNN,KIP,3,30,Credit,LogisticRegression,centroid,0.2587004405286344
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Credit,LogisticRegression,centroid,0.27753303964757714
Encoded,encoded,GNN,KIP,1,30,Credit,LogisticRegression,centroid,0.25231277533039653
Encoded-FT,encoded,GNN-MultiHead,KIP,2,30,Credit,LogisticRegression,centroid,0.2548458149779736
Original,original,,KIP,0,30,Credit,LogisticRegression,centroid,0.24955947136563877
Decoded,decoded,MLP,KMeans,3,30,Credit,LogisticRegression,centroid,0.23116740088105728
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Credit,LogisticRegression,centroid,0.20991189427312773
Encoded,encoded,MLP,KMeans,4,30,Credit,LogisticRegression,centroid,0.23469162995594717
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,LogisticRegression,centroid,0.20429515418502203
Original,original,,KMeans,2,30,Credit,LogisticRegression,centroid,0.22378854625550657
Decoded,decoded,GNN,KMeans,4,30,Credit,LogisticRegression,centroid,0.2321585903083701
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Credit,LogisticRegression,centroid,0.2290748898678414
Encoded,encoded,GNN,KMeans,3,30,Credit,LogisticRegression,centroid,0.22973568281938328
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Credit,LogisticRegression,centroid,0.20837004405286344
Original,original,,KMeans,1,30,Credit,LogisticRegression,centroid,0.22378854625550657
Decoded,decoded,MLP,KMeans,3,30,Credit,LogisticRegression,closest,0.2262114537444934
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Credit,LogisticRegression,closest,0.2105726872246696
Encoded,encoded,MLP,KMeans,4,30,Credit,LogisticRegression,closest,0.24218061674008812
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,LogisticRegression,closest,0.20814977973568283
Original,original,,KMeans,2,30,Credit,LogisticRegression,closest,0.2209251101321586
Decoded,decoded,GNN,KMeans,1,30,Credit,LogisticRegression,closest,0.22290748898678414
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Credit,LogisticRegression,closest,0.23744493392070481
Encoded,encoded,GNN,KMeans,3,30,Credit,LogisticRegression,closest,0.23546255506607933
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,Credit,LogisticRegression,closest,0.23127753303964763
Original,original,,KMeans,0,30,Credit,LogisticRegression,closest,0.2209251101321586
Decoded,decoded,MLP,Agglo,0,30,Credit,MLPClassifier,centroid,0.2330666666666664
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Credit,MLPClassifier,centroid,0.2629333333333332
Encoded,encoded,MLP,Agglo,1,30,Credit,MLPClassifier,centroid,0.2383999999999999
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Credit,MLPClassifier,centroid,0.2421333333333332
Original,original,,Agglo,2,30,Credit,MLPClassifier,centroid,0.2415999999999999
Decoded,decoded,GNN,Agglo,3,30,Credit,MLPClassifier,centroid,0.2533333333333333
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Credit,MLPClassifier,centroid,0.2783999999999999
Encoded,encoded,GNN,Agglo,2,30,Credit,MLPClassifier,centroid,0.2496
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Credit,MLPClassifier,centroid,0.2421333333333332
Original,original,,Agglo,0,30,Credit,MLPClassifier,centroid,0.2415999999999999
Decoded,decoded,MLP,Agglo,1,30,Credit,MLPClassifier,closest,0.2319999999999999
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Credit,MLPClassifier,closest,0.2479999999999999
Encoded,encoded,MLP,Agglo,4,30,Credit,MLPClassifier,closest,0.2575999999999999
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Credit,MLPClassifier,closest,0.2575999999999999
Original,original,,Agglo,0,30,Credit,MLPClassifier,closest,0.2288
Decoded,decoded,GNN,Agglo,0,30,Credit,MLPClassifier,closest,0.2229333333333333
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Credit,MLPClassifier,closest,0.2789333333333332
Encoded,encoded,GNN,Agglo,2,30,Credit,MLPClassifier,closest,0.2341333333333333
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,30,Credit,MLPClassifier,closest,0.2863999999999999
Original,original,,Agglo,1,30,Credit,MLPClassifier,closest,0.2288
Decoded,decoded,MLP,KIP,3,30,Credit,MLPClassifier,centroid,0.28522666666666663
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,Credit,MLPClassifier,centroid,0.28746666666666665
Encoded,encoded,MLP,KIP,2,30,Credit,MLPClassifier,centroid,0.27615999999999996
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Credit,MLPClassifier,centroid,0.2637866666666666
Original,original,,KIP,1,30,Credit,MLPClassifier,centroid,0.2756266666666666
Decoded,decoded,GNN,KIP,3,30,Credit,MLPClassifier,centroid,0.29557333333333324
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Credit,MLPClassifier,centroid,0.30165333333333316
Encoded,encoded,GNN,KIP,0,30,Credit,MLPClassifier,centroid,0.25909333333333323
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,Credit,MLPClassifier,centroid,0.2674133333333332
Original,original,,KIP,2,30,Credit,MLPClassifier,centroid,0.2756266666666666
Decoded,decoded,MLP,KMeans,2,30,Credit,MLPClassifier,centroid,0.24863999999999992
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Credit,MLPClassifier,centroid,0.25407999999999986
Encoded,encoded,MLP,KMeans,1,30,Credit,MLPClassifier,centroid,0.2414933333333332
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,MLPClassifier,centroid,0.2398933333333332
Original,original,,KMeans,4,30,Credit,MLPClassifier,centroid,0.2548266666666666
Decoded,decoded,GNN,KMeans,3,30,Credit,MLPClassifier,centroid,0.26847999999999994
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Credit,MLPClassifier,centroid,0.2774399999999999
Encoded,encoded,GNN,KMeans,0,30,Credit,MLPClassifier,centroid,0.24319999999999994
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,Credit,MLPClassifier,centroid,0.25770666666666664
Original,original,,KMeans,1,30,Credit,MLPClassifier,centroid,0.2548266666666666
Decoded,decoded,MLP,KMeans,0,30,Credit,MLPClassifier,closest,0.2403199999999998
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Credit,MLPClassifier,closest,0.2590933333333333
Encoded,encoded,MLP,KMeans,2,30,Credit,MLPClassifier,closest,0.25866666666666654
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Credit,MLPClassifier,closest,0.2425599999999999
Original,original,,KMeans,4,30,Credit,MLPClassifier,closest,0.2620799999999999
Decoded,decoded,GNN,KMeans,1,30,Credit,MLPClassifier,closest,0.25930666666666663
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Credit,MLPClassifier,closest,0.27754666666666666
Encoded,encoded,GNN,KMeans,0,30,Credit,MLPClassifier,closest,0.25493333333333323
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,30,Credit,MLPClassifier,closest,0.28415999999999997
Original,original,,KMeans,2,30,Credit,MLPClassifier,closest,0.2620799999999999
Decoded,decoded,MLP,Agglo,0,30,Credit,XGBClassifier,centroid,0.2559366754617413
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Credit,XGBClassifier,centroid,0.2875989445910289
Encoded,encoded,MLP,Agglo,3,30,Credit,XGBClassifier,centroid,0.2886543535620052
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,Credit,XGBClassifier,centroid,0.2902374670184695
Original,original,,Agglo,1,30,Credit,XGBClassifier,centroid,0.2728232189973614
Decoded,decoded,GNN,Agglo,3,30,Credit,XGBClassifier,centroid,0.2860158311345646
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Credit,XGBClassifier,centroid,0.2802110817941953
Encoded,encoded,GNN,Agglo,4,30,Credit,XGBClassifier,centroid,0.3118733509234828
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Credit,XGBClassifier,centroid,0.2691292875989446
Original,original,,Agglo,1,30,Credit,XGBClassifier,centroid,0.2728232189973614
Decoded,decoded,MLP,Agglo,1,30,Credit,XGBClassifier,closest,0.2638522427440632
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Credit,XGBClassifier,closest,0.283905013192612
Encoded,encoded,MLP,Agglo,0,30,Credit,XGBClassifier,closest,0.2569920844327176
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,Credit,XGBClassifier,closest,0.2986807387862796
Original,original,,Agglo,2,30,Credit,XGBClassifier,closest,0.2738786279683376
Decoded,decoded,GNN,Agglo,2,30,Credit,XGBClassifier,closest,0.283905013192612
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Credit,XGBClassifier,closest,0.291820580474934
Encoded,encoded,GNN,Agglo,0,30,Credit,XGBClassifier,closest,0.2496042216358838
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,30,Credit,XGBClassifier,closest,0.3065963060686015
Original,original,,Agglo,1,30,Credit,XGBClassifier,closest,0.2738786279683376
Decoded,decoded,MLP,KIP,2,30,Credit,XGBClassifier,centroid,0.29583113456464377
Decoded-FT,decoded,MLP-MultiHead,KIP,0,30,Credit,XGBClassifier,centroid,0.2912928759894458
Encoded,encoded,MLP,KIP,3,30,Credit,XGBClassifier,centroid,0.30965699208443265
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Credit,XGBClassifier,centroid,0.2944591029023746
Original,original,,KIP,4,30,Credit,XGBClassifier,centroid,0.33213720316622686
Decoded,decoded,GNN,KIP,1,30,Credit,XGBClassifier,centroid,0.2982585751978891
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Credit,XGBClassifier,centroid,0.3040633245382585
Encoded,encoded,GNN,KIP,3,30,Credit,XGBClassifier,centroid,0.31176781002638515
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Credit,XGBClassifier,centroid,0.29562005277044856
Original,original,,KIP,4,30,Credit,XGBClassifier,centroid,0.33213720316622686
Decoded,decoded,MLP,KMeans,0,30,Credit,XGBClassifier,centroid,0.2764116094986806
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Credit,XGBClassifier,centroid,0.27820580474934026
Encoded,encoded,MLP,KMeans,2,30,Credit,XGBClassifier,centroid,0.28063324538258566
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Credit,XGBClassifier,centroid,0.2832717678100264
Original,original,,KMeans,4,30,Credit,XGBClassifier,centroid,0.32453825857519786
Decoded,decoded,GNN,KMeans,1,30,Credit,XGBClassifier,centroid,0.28675461741424796
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Credit,XGBClassifier,centroid,0.2934036939313983
Encoded,encoded,GNN,KMeans,3,30,Credit,XGBClassifier,centroid,0.2955145118733508
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Credit,XGBClassifier,centroid,0.2802110817941951
Original,original,,KMeans,4,30,Credit,XGBClassifier,centroid,0.32453825857519786
Decoded,decoded,MLP,KMeans,2,30,Credit,XGBClassifier,closest,0.2739841688654353
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Credit,XGBClassifier,closest,0.27124010554089695
Encoded,encoded,MLP,KMeans,3,30,Credit,XGBClassifier,closest,0.28348284960422154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Credit,XGBClassifier,closest,0.2662796833773086
Original,original,,KMeans,4,30,Credit,XGBClassifier,closest,0.2854881266490764
Decoded,decoded,GNN,KMeans,1,30,Credit,XGBClassifier,closest,0.2811609498680739
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Credit,XGBClassifier,closest,0.28960422163588384
Encoded,encoded,GNN,KMeans,4,30,Credit,XGBClassifier,closest,0.29160949868073877
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Credit,XGBClassifier,closest,0.27007915567282315
Original,original,,KMeans,2,30,Credit,XGBClassifier,closest,0.2854881266490764
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,GaussianNB,centroid,0.1308202905767225
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,CreditDefault,GaussianNB,centroid,0.0240495913105491
Encoded,encoded,MLP,Agglo,1,30,CreditDefault,GaussianNB,centroid,-0.0762200551108336
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,GaussianNB,centroid,-0.1551652692033402
Original,original,,Agglo,3,30,CreditDefault,GaussianNB,centroid,0.0883174316494849
Decoded,decoded,GNN,Agglo,2,30,CreditDefault,GaussianNB,centroid,-0.0280778303379653
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,CreditDefault,GaussianNB,centroid,0.0206475733931985
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,GaussianNB,centroid,-0.1266021597032624
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,GaussianNB,centroid,-0.1660059837030598
Original,original,,Agglo,4,30,CreditDefault,GaussianNB,centroid,0.0883174316494849
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,GaussianNB,closest,0.1450528954286703
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,CreditDefault,GaussianNB,closest,-0.0508192778202104
Encoded,encoded,MLP,Agglo,1,30,CreditDefault,GaussianNB,closest,-0.0685737434434565
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,GaussianNB,closest,-0.1308076311203197
Original,original,,Agglo,3,30,CreditDefault,GaussianNB,closest,0.0193090468695274
Decoded,decoded,GNN,Agglo,3,30,CreditDefault,GaussianNB,closest,0.0206695164509636
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,CreditDefault,GaussianNB,closest,0.0998544162513661
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,GaussianNB,closest,-0.1189879186587729
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,GaussianNB,closest,-0.1609548605982859
Original,original,,Agglo,2,30,CreditDefault,GaussianNB,closest,0.0193090468695274
Decoded,decoded,MLP,KIP,2,30,CreditDefault,GaussianNB,centroid,0.07794883047721925
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,CreditDefault,GaussianNB,centroid,0.08434371268097743
Encoded,encoded,MLP,KIP,1,30,CreditDefault,GaussianNB,centroid,-0.012181772914671037
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,CreditDefault,GaussianNB,centroid,-0.12019309890833292
Original,original,,KIP,4,30,CreditDefault,GaussianNB,centroid,0.10960827422070489
Decoded,decoded,GNN,KIP,4,30,CreditDefault,GaussianNB,centroid,0.11285365246416305
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,CreditDefault,GaussianNB,centroid,0.017333327706908222
Encoded,encoded,GNN,KIP,1,30,CreditDefault,GaussianNB,centroid,-0.06025681817222761
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,CreditDefault,GaussianNB,centroid,-0.15747013423243605
Original,original,,KIP,3,30,CreditDefault,GaussianNB,centroid,0.10960827422070489
Decoded,decoded,MLP,KMeans,2,30,CreditDefault,GaussianNB,centroid,-0.007546892736425922
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,CreditDefault,GaussianNB,centroid,0.06392485346679203
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,GaussianNB,centroid,-0.08341450858100151
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,GaussianNB,centroid,-0.13537128075720423
Original,original,,KMeans,3,30,CreditDefault,GaussianNB,centroid,0.027200108027361235
Decoded,decoded,GNN,KMeans,2,30,CreditDefault,GaussianNB,centroid,-0.004162766850791424
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,GaussianNB,centroid,0.041770298383387375
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,GaussianNB,centroid,-0.12507964907986854
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,GaussianNB,centroid,-0.17054465201264252
Original,original,,KMeans,3,30,CreditDefault,GaussianNB,centroid,0.027200108027361235
Decoded,decoded,MLP,KMeans,4,30,CreditDefault,GaussianNB,closest,0.1104627031315275
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,CreditDefault,GaussianNB,closest,0.07619490499077962
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,GaussianNB,closest,-0.06707773328213276
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,GaussianNB,closest,-0.14306130974735948
Original,original,,KMeans,3,30,CreditDefault,GaussianNB,closest,0.07842026863366482
Decoded,decoded,GNN,KMeans,2,30,CreditDefault,GaussianNB,closest,-0.02848242656460336
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,CreditDefault,GaussianNB,closest,0.0479702249585402
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,GaussianNB,closest,-0.1253898901581167
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,GaussianNB,closest,-0.16616616802474504
Original,original,,KMeans,4,30,CreditDefault,GaussianNB,closest,0.07842026863366482
Decoded,decoded,MLP,Agglo,3,30,CreditDefault,KNeighborsClassifier,centroid,0.0720806004977744
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,CreditDefault,KNeighborsClassifier,centroid,0.080453511078075
Encoded,encoded,MLP,Agglo,2,30,CreditDefault,KNeighborsClassifier,centroid,0.008419367515483
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,KNeighborsClassifier,centroid,-0.0241690301315112
Original,original,,Agglo,1,30,CreditDefault,KNeighborsClassifier,centroid,0.0023388401302621
Decoded,decoded,GNN,Agglo,4,30,CreditDefault,KNeighborsClassifier,centroid,0.050937363865948
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,CreditDefault,KNeighborsClassifier,centroid,0.0251126390280903
Encoded,encoded,GNN,Agglo,2,30,CreditDefault,KNeighborsClassifier,centroid,0.0068916197781642
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,KNeighborsClassifier,centroid,-0.0378106141149878
Original,original,,Agglo,1,30,CreditDefault,KNeighborsClassifier,centroid,0.0023388401302621
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,KNeighborsClassifier,closest,0.0728787458759949
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,CreditDefault,KNeighborsClassifier,closest,0.0372325679870591
Encoded,encoded,MLP,Agglo,3,30,CreditDefault,KNeighborsClassifier,closest,0.0531573960963987
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,KNeighborsClassifier,closest,-0.0226412823941925
Original,original,,Agglo,2,30,CreditDefault,KNeighborsClassifier,closest,0.0508063705405149
Decoded,decoded,GNN,Agglo,4,30,CreditDefault,KNeighborsClassifier,closest,0.0554855739792421
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,CreditDefault,KNeighborsClassifier,closest,0.0539189851977541
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,KNeighborsClassifier,closest,0.0455948163199405
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,KNeighborsClassifier,closest,-0.0347497875166406
Original,original,,Agglo,2,30,CreditDefault,KNeighborsClassifier,closest,0.0508063705405149
Decoded,decoded,MLP,KIP,3,30,CreditDefault,KNeighborsClassifier,centroid,0.15057896003485025
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,CreditDefault,KNeighborsClassifier,centroid,0.11225168387350301
Encoded,encoded,MLP,KIP,2,30,CreditDefault,KNeighborsClassifier,centroid,0.14848596086650556
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,CreditDefault,KNeighborsClassifier,centroid,0.07697274424924064
Original,original,,KIP,4,30,CreditDefault,KNeighborsClassifier,centroid,0.20664973907957376
Decoded,decoded,GNN,KIP,1,30,CreditDefault,KNeighborsClassifier,centroid,0.11572117918363727
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,CreditDefault,KNeighborsClassifier,centroid,0.11769399959178817
Encoded,encoded,GNN,KIP,3,30,CreditDefault,KNeighborsClassifier,centroid,0.12109114393729367
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,CreditDefault,KNeighborsClassifier,centroid,0.035380078656922276
Original,original,,KIP,4,30,CreditDefault,KNeighborsClassifier,centroid,0.20664973907957376
Decoded,decoded,MLP,KMeans,4,30,CreditDefault,KNeighborsClassifier,centroid,0.0661892518453303
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,CreditDefault,KNeighborsClassifier,centroid,0.04145618882535536
Encoded,encoded,MLP,KMeans,2,30,CreditDefault,KNeighborsClassifier,centroid,-8.118539820456641e-05
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,KNeighborsClassifier,centroid,-0.03920660693777208
Original,original,,KMeans,1,30,CreditDefault,KNeighborsClassifier,centroid,-0.01359573631957504
Decoded,decoded,GNN,KMeans,3,30,CreditDefault,KNeighborsClassifier,centroid,0.04526824691327926
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,KNeighborsClassifier,centroid,0.07311773253600021
Encoded,encoded,GNN,KMeans,2,30,CreditDefault,KNeighborsClassifier,centroid,-0.00341785956906242
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,CreditDefault,KNeighborsClassifier,centroid,-0.011299545178988743
Original,original,,KMeans,0,30,CreditDefault,KNeighborsClassifier,centroid,-0.01359573631957504
Decoded,decoded,MLP,KMeans,4,30,CreditDefault,KNeighborsClassifier,closest,0.06512074233612881
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,CreditDefault,KNeighborsClassifier,closest,0.037374375877731326
Encoded,encoded,MLP,KMeans,2,30,CreditDefault,KNeighborsClassifier,closest,0.0546772233070635
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,KNeighborsClassifier,closest,-0.022812944577637898
Original,original,,KMeans,3,30,CreditDefault,KNeighborsClassifier,closest,0.058581281358431145
Decoded,decoded,GNN,KMeans,2,30,CreditDefault,KNeighborsClassifier,closest,0.045413710431638124
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,KNeighborsClassifier,closest,0.09949552337926218
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,KNeighborsClassifier,closest,0.03238520567475258
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,KNeighborsClassifier,closest,9.199996344370077e-05
Original,original,,KMeans,3,30,CreditDefault,KNeighborsClassifier,closest,0.058581281358431145
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,LogisticRegression,centroid,0.1269495191437501
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,CreditDefault,LogisticRegression,centroid,0.0353620901861885
Encoded,encoded,MLP,Agglo,1,30,CreditDefault,LogisticRegression,centroid,-0.0164626898990019
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,LogisticRegression,centroid,-0.0284871128111686
Original,original,,Agglo,2,30,CreditDefault,LogisticRegression,centroid,0.0285828918948271
Decoded,decoded,GNN,Agglo,3,30,CreditDefault,LogisticRegression,centroid,0.0564274552628722
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,CreditDefault,LogisticRegression,centroid,0.066865867049582
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,LogisticRegression,centroid,-0.0306862609052404
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,LogisticRegression,centroid,-0.0396796906109346
Original,original,,Agglo,2,30,CreditDefault,LogisticRegression,centroid,0.0285828918948271
Decoded,decoded,MLP,Agglo,3,30,CreditDefault,LogisticRegression,closest,0.0548429524694412
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,CreditDefault,LogisticRegression,closest,0.0127944264114971
Encoded,encoded,MLP,Agglo,2,30,CreditDefault,LogisticRegression,closest,0.0135267216101747
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,LogisticRegression,closest,-0.0142650501369564
Original,original,,Agglo,4,30,CreditDefault,LogisticRegression,closest,0.1231236349595163
Decoded,decoded,GNN,Agglo,3,30,CreditDefault,LogisticRegression,closest,0.045888739396426
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,CreditDefault,LogisticRegression,closest,0.0449814776827194
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,LogisticRegression,closest,-0.0081744054155152
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,LogisticRegression,closest,-0.0261876606373607
Original,original,,Agglo,4,30,CreditDefault,LogisticRegression,closest,0.1231236349595163
Decoded,decoded,MLP,KIP,4,30,CreditDefault,LogisticRegression,centroid,0.1303084237326995
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,CreditDefault,LogisticRegression,centroid,0.08810815947292854
Encoded,encoded,MLP,KIP,1,30,CreditDefault,LogisticRegression,centroid,0.07714469730792906
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,CreditDefault,LogisticRegression,centroid,0.012279934357390321
Original,original,,KIP,3,30,CreditDefault,LogisticRegression,centroid,0.11027626609390273
Decoded,decoded,GNN,KIP,2,30,CreditDefault,LogisticRegression,centroid,0.0977098994847539
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,CreditDefault,LogisticRegression,centroid,0.10147937205121098
Encoded,encoded,GNN,KIP,1,30,CreditDefault,LogisticRegression,centroid,0.05434113040435375
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,CreditDefault,LogisticRegression,centroid,-0.017683684674139777
Original,original,,KIP,4,30,CreditDefault,LogisticRegression,centroid,0.11027626609390273
Decoded,decoded,MLP,KMeans,4,30,CreditDefault,LogisticRegression,centroid,0.05414127641089382
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,CreditDefault,LogisticRegression,centroid,0.04165620889795232
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,LogisticRegression,centroid,-0.02278245025520962
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,LogisticRegression,centroid,-0.051479221218008096
Original,original,,KMeans,2,30,CreditDefault,LogisticRegression,centroid,-0.01133948933910912
Decoded,decoded,GNN,KMeans,3,30,CreditDefault,LogisticRegression,centroid,0.04657246630386256
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,LogisticRegression,centroid,0.1037301051005756
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,LogisticRegression,centroid,-0.025437567120775002
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,LogisticRegression,centroid,-0.0372921518468016
Original,original,,KMeans,2,30,CreditDefault,LogisticRegression,centroid,-0.01133948933910912
Decoded,decoded,MLP,KMeans,3,30,CreditDefault,LogisticRegression,closest,0.06848294981477689
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,CreditDefault,LogisticRegression,closest,0.04777928275795497
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,LogisticRegression,closest,0.035015173820182696
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,LogisticRegression,closest,-0.025960656667430776
Original,original,,KMeans,4,30,CreditDefault,LogisticRegression,closest,0.07391385010799664
Decoded,decoded,GNN,KMeans,2,30,CreditDefault,LogisticRegression,closest,0.03922839766872201
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,LogisticRegression,closest,0.08676393397125727
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,LogisticRegression,closest,-0.0008218901210284202
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,LogisticRegression,closest,-0.02154064049811144
Original,original,,KMeans,3,30,CreditDefault,LogisticRegression,closest,0.07391385010799664
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,MLPClassifier,centroid,0.1677884405997677
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,CreditDefault,MLPClassifier,centroid,0.1016750570644626
Encoded,encoded,MLP,Agglo,1,30,CreditDefault,MLPClassifier,centroid,0.0533203770645483
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,MLPClassifier,centroid,0.0419317596845372
Original,original,,Agglo,3,30,CreditDefault,MLPClassifier,centroid,0.1065850640685588
Decoded,decoded,GNN,Agglo,3,30,CreditDefault,MLPClassifier,centroid,0.1102384748348753
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,CreditDefault,MLPClassifier,centroid,0.1485710858633636
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,MLPClassifier,centroid,0.0405380802208182
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,MLPClassifier,centroid,0.0029101626506755
Original,original,,Agglo,2,30,CreditDefault,MLPClassifier,centroid,0.1065850640685588
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,MLPClassifier,closest,0.1770015757431231
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,CreditDefault,MLPClassifier,closest,0.0909518645103665
Encoded,encoded,MLP,Agglo,2,30,CreditDefault,MLPClassifier,closest,0.0966486721133449
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,MLPClassifier,closest,0.0369332197636885
Original,original,,Agglo,3,30,CreditDefault,MLPClassifier,closest,0.1655808294820323
Decoded,decoded,GNN,Agglo,3,30,CreditDefault,MLPClassifier,closest,0.0995502670623993
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,CreditDefault,MLPClassifier,closest,0.0781274431336655
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,MLPClassifier,closest,0.0533182351391429
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,MLPClassifier,closest,0.0220775391276222
Original,original,,Agglo,4,30,CreditDefault,MLPClassifier,closest,0.1655808294820323
Decoded,decoded,MLP,KIP,4,30,CreditDefault,MLPClassifier,centroid,0.1888695560288416
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,CreditDefault,MLPClassifier,centroid,0.14252100336353685
Encoded,encoded,MLP,KIP,2,30,CreditDefault,MLPClassifier,centroid,0.14182087934605583
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,CreditDefault,MLPClassifier,centroid,0.07913057819848358
Original,original,,KIP,1,30,CreditDefault,MLPClassifier,centroid,0.12517840453688356
Decoded,decoded,GNN,KIP,3,30,CreditDefault,MLPClassifier,centroid,0.1520442893055806
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,CreditDefault,MLPClassifier,centroid,0.15618091844333426
Encoded,encoded,GNN,KIP,1,30,CreditDefault,MLPClassifier,centroid,0.11454031781889158
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,CreditDefault,MLPClassifier,centroid,0.05870417796829802
Original,original,,KIP,2,30,CreditDefault,MLPClassifier,centroid,0.12517840453688356
Decoded,decoded,MLP,KMeans,4,30,CreditDefault,MLPClassifier,centroid,0.12259167262240925
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,CreditDefault,MLPClassifier,centroid,0.1064989586672654
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,MLPClassifier,centroid,0.04335885318457896
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,MLPClassifier,centroid,0.026691532040705103
Original,original,,KMeans,2,30,CreditDefault,MLPClassifier,centroid,0.0898173580206895
Decoded,decoded,GNN,KMeans,3,30,CreditDefault,MLPClassifier,centroid,0.12179244885617609
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,MLPClassifier,centroid,0.15434371762568994
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,MLPClassifier,centroid,0.041394564792886494
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,MLPClassifier,centroid,0.0165260968621506
Original,original,,KMeans,2,30,CreditDefault,MLPClassifier,centroid,0.0898173580206895
Decoded,decoded,MLP,KMeans,4,30,CreditDefault,MLPClassifier,closest,0.13489360699524272
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,CreditDefault,MLPClassifier,closest,0.11400126659188956
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,MLPClassifier,closest,0.09666652149172246
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,MLPClassifier,closest,0.04276396910201198
Original,original,,KMeans,3,30,CreditDefault,MLPClassifier,closest,0.13392717025236872
Decoded,decoded,GNN,KMeans,2,30,CreditDefault,MLPClassifier,closest,0.09879987919540703
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,CreditDefault,MLPClassifier,closest,0.1479467860052305
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,MLPClassifier,closest,0.07705990751166095
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,MLPClassifier,closest,0.03782825899305224
Original,original,,KMeans,3,30,CreditDefault,MLPClassifier,closest,0.13392717025236872
Decoded,decoded,MLP,Agglo,4,30,CreditDefault,XGBClassifier,centroid,0.0962834387658902
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,CreditDefault,XGBClassifier,centroid,0.0557822179869903
Encoded,encoded,MLP,Agglo,2,30,CreditDefault,XGBClassifier,centroid,0.076039370210378
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,XGBClassifier,centroid,0.0499425408919135
Original,original,,Agglo,3,30,CreditDefault,XGBClassifier,centroid,0.0906203911871318
Decoded,decoded,GNN,Agglo,4,30,CreditDefault,XGBClassifier,centroid,0.0963495839757049
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,CreditDefault,XGBClassifier,centroid,0.0933919481654153
Encoded,encoded,GNN,Agglo,1,30,CreditDefault,XGBClassifier,centroid,0.0759957579841265
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,XGBClassifier,centroid,0.0572076109149772
Original,original,,Agglo,2,30,CreditDefault,XGBClassifier,centroid,0.0906203911871318
Decoded,decoded,MLP,Agglo,1,30,CreditDefault,XGBClassifier,closest,0.0912251473911529
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,CreditDefault,XGBClassifier,closest,0.1070534780386999
Encoded,encoded,MLP,Agglo,3,30,CreditDefault,XGBClassifier,closest,0.1150715858350396
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,CreditDefault,XGBClassifier,closest,0.0144821665972503
Original,original,,Agglo,4,30,CreditDefault,XGBClassifier,closest,0.1664315240801272
Decoded,decoded,GNN,Agglo,1,30,CreditDefault,XGBClassifier,closest,0.0912738477104669
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,CreditDefault,XGBClassifier,closest,0.1077701722900996
Encoded,encoded,GNN,Agglo,3,30,CreditDefault,XGBClassifier,closest,0.1540812684761377
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,CreditDefault,XGBClassifier,closest,0.0571618180774129
Original,original,,Agglo,4,30,CreditDefault,XGBClassifier,closest,0.1664315240801272
Decoded,decoded,MLP,KIP,2,30,CreditDefault,XGBClassifier,centroid,0.16985275785547035
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,CreditDefault,XGBClassifier,centroid,0.13515239929028355
Encoded,encoded,MLP,KIP,3,30,CreditDefault,XGBClassifier,centroid,0.17047045235327926
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,CreditDefault,XGBClassifier,centroid,0.09766260273405025
Original,original,,KIP,4,30,CreditDefault,XGBClassifier,centroid,0.18785137825538
Decoded,decoded,GNN,KIP,2,30,CreditDefault,XGBClassifier,centroid,0.14685385034173795
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,CreditDefault,XGBClassifier,centroid,0.1276305986286861
Encoded,encoded,GNN,KIP,3,30,CreditDefault,XGBClassifier,centroid,0.15510920864888578
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,CreditDefault,XGBClassifier,centroid,0.09100955761938286
Original,original,,KIP,4,30,CreditDefault,XGBClassifier,centroid,0.18785137825538
Decoded,decoded,MLP,KMeans,3,30,CreditDefault,XGBClassifier,centroid,0.10154830671897208
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,CreditDefault,XGBClassifier,centroid,0.068809335342403
Encoded,encoded,MLP,KMeans,1,30,CreditDefault,XGBClassifier,centroid,0.057475826106423863
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,XGBClassifier,centroid,0.04529013396949018
Original,original,,KMeans,4,30,CreditDefault,XGBClassifier,centroid,0.16737456578577223
Decoded,decoded,GNN,KMeans,0,30,CreditDefault,XGBClassifier,centroid,0.08860347109708724
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,CreditDefault,XGBClassifier,centroid,0.1092590936943261
Encoded,encoded,GNN,KMeans,1,30,CreditDefault,XGBClassifier,centroid,0.09335473239901385
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,CreditDefault,XGBClassifier,centroid,0.09599341746131762
Original,original,,KMeans,4,30,CreditDefault,XGBClassifier,centroid,0.16737456578577223
Decoded,decoded,MLP,KMeans,3,30,CreditDefault,XGBClassifier,closest,0.11117497879355479
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,CreditDefault,XGBClassifier,closest,0.07340242963712434
Encoded,encoded,MLP,KMeans,2,30,CreditDefault,XGBClassifier,closest,0.09738857257910333
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,CreditDefault,XGBClassifier,closest,0.041667993205214984
Original,original,,KMeans,4,30,CreditDefault,XGBClassifier,closest,0.1287066576243983
Decoded,decoded,GNN,KMeans,2,30,CreditDefault,XGBClassifier,closest,0.10392793515734186
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,CreditDefault,XGBClassifier,closest,0.09900978440295938
Encoded,encoded,GNN,KMeans,3,30,CreditDefault,XGBClassifier,closest,0.12779574359209173
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,CreditDefault,XGBClassifier,closest,0.08855317166281046
Original,original,,KMeans,4,30,CreditDefault,XGBClassifier,closest,0.1287066576243983
Decoded,decoded,MLP,Agglo,4,30,Diabetes,GaussianNB,centroid,0.2222951896240354
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Diabetes,GaussianNB,centroid,0.0658348382859957
Encoded,encoded,MLP,Agglo,1,30,Diabetes,GaussianNB,centroid,0.0584468888524051
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Diabetes,GaussianNB,centroid,0.048596289607618
Original,original,,Agglo,3,30,Diabetes,GaussianNB,centroid,0.0753570842226235
Decoded,decoded,GNN,Agglo,3,30,Diabetes,GaussianNB,centroid,0.0779839106879002
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Diabetes,GaussianNB,centroid,0.0868494500082088
Encoded,encoded,GNN,Agglo,1,30,Diabetes,GaussianNB,centroid,0.0326711541618781
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,GaussianNB,centroid,0.016417665407979
Original,original,,Agglo,2,30,Diabetes,GaussianNB,centroid,0.0753570842226235
Decoded,decoded,MLP,Agglo,4,30,Diabetes,GaussianNB,closest,0.2234444262025939
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,Diabetes,GaussianNB,closest,0.0518798226892135
Encoded,encoded,MLP,Agglo,3,30,Diabetes,GaussianNB,closest,0.0838942702347726
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Diabetes,GaussianNB,closest,0.0819241503858153
Original,original,,Agglo,1,30,Diabetes,GaussianNB,closest,0.0812674437694959
Decoded,decoded,GNN,Agglo,2,30,Diabetes,GaussianNB,closest,0.0663273682482351
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Diabetes,GaussianNB,closest,0.0896404531275654
Encoded,encoded,GNN,Agglo,1,30,Diabetes,GaussianNB,closest,0.0343129207026761
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,GaussianNB,closest,0.0162534887538993
Original,original,,Agglo,3,30,Diabetes,GaussianNB,closest,0.0812674437694959
Decoded,decoded,MLP,KIP,4,30,Diabetes,GaussianNB,centroid,0.12355934986044988
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Diabetes,GaussianNB,centroid,0.10405516335577078
Encoded,encoded,MLP,KIP,1,30,Diabetes,GaussianNB,centroid,0.09706123789197177
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Diabetes,GaussianNB,centroid,0.08790018059431955
Original,original,,KIP,3,30,Diabetes,GaussianNB,centroid,0.11370875061566246
Decoded,decoded,GNN,KIP,3,30,Diabetes,GaussianNB,centroid,0.09049417172878016
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,Diabetes,GaussianNB,centroid,0.0759809555081268
Encoded,encoded,GNN,KIP,2,30,Diabetes,GaussianNB,centroid,0.0780824166803481
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Diabetes,GaussianNB,centroid,0.04022328024954856
Original,original,,KIP,4,30,Diabetes,GaussianNB,centroid,0.11370875061566246
Decoded,decoded,MLP,KMeans,4,30,Diabetes,GaussianNB,centroid,0.09239862091610576
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Diabetes,GaussianNB,centroid,0.03992776227220486
Encoded,encoded,MLP,KMeans,2,30,Diabetes,GaussianNB,centroid,0.06484977836151698
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,GaussianNB,centroid,0.034871121326547364
Original,original,,KMeans,3,30,Diabetes,GaussianNB,centroid,0.07036611393859792
Decoded,decoded,GNN,KMeans,3,30,Diabetes,GaussianNB,centroid,0.07394516499753734
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Diabetes,GaussianNB,centroid,0.10924314562469217
Encoded,encoded,GNN,KMeans,1,30,Diabetes,GaussianNB,centroid,0.02830405516335576
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,GaussianNB,centroid,0.017993761287144982
Original,original,,KMeans,2,30,Diabetes,GaussianNB,centroid,0.07036611393859792
Decoded,decoded,MLP,KMeans,3,30,Diabetes,GaussianNB,closest,0.0917419142997866
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,Diabetes,GaussianNB,closest,0.025447381382367462
Encoded,encoded,MLP,KMeans,4,30,Diabetes,GaussianNB,closest,0.10047611229683148
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,Diabetes,GaussianNB,closest,0.06488261369233297
Original,original,,KMeans,1,30,Diabetes,GaussianNB,closest,0.06448858972254148
Decoded,decoded,GNN,KMeans,3,30,Diabetes,GaussianNB,closest,0.07959284189788206
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Diabetes,GaussianNB,closest,0.10953866360203576
Encoded,encoded,GNN,KMeans,1,30,Diabetes,GaussianNB,closest,0.03188310622229526
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,GaussianNB,closest,0.01694303070103432
Original,original,,KMeans,2,30,Diabetes,GaussianNB,closest,0.06448858972254148
Decoded,decoded,MLP,Agglo,3,30,Diabetes,KNeighborsClassifier,centroid,0.0947070572569908
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Diabetes,KNeighborsClassifier,centroid,0.0988681757656459
Encoded,encoded,MLP,Agglo,2,30,Diabetes,KNeighborsClassifier,centroid,0.0649134487350201
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Diabetes,KNeighborsClassifier,centroid,0.0630825565912118
Original,original,,Agglo,0,30,Diabetes,KNeighborsClassifier,centroid,0.0484354194407457
Decoded,decoded,GNN,Agglo,3,30,Diabetes,KNeighborsClassifier,centroid,0.0943741677762983
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Diabetes,KNeighborsClassifier,centroid,0.0953728362183756
Encoded,encoded,GNN,Agglo,1,30,Diabetes,KNeighborsClassifier,centroid,0.0386151797603196
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,KNeighborsClassifier,centroid,0.0233022636484687
Original,original,,Agglo,2,30,Diabetes,KNeighborsClassifier,centroid,0.0484354194407457
Decoded,decoded,MLP,Agglo,4,30,Diabetes,KNeighborsClassifier,closest,0.0938748335552599
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,Diabetes,KNeighborsClassifier,closest,0.0830559254327563
Encoded,encoded,MLP,Agglo,3,30,Diabetes,KNeighborsClassifier,closest,0.0878828229027963
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Diabetes,KNeighborsClassifier,closest,0.0878828229027963
Original,original,,Agglo,1,30,Diabetes,KNeighborsClassifier,closest,0.0870505992010652
Decoded,decoded,GNN,Agglo,4,30,Diabetes,KNeighborsClassifier,closest,0.087549933422104
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Diabetes,KNeighborsClassifier,closest,0.0712383488681758
Encoded,encoded,GNN,Agglo,1,30,Diabetes,KNeighborsClassifier,closest,0.0487683089214382
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,KNeighborsClassifier,closest,0.0161451398135821
Original,original,,Agglo,3,30,Diabetes,KNeighborsClassifier,closest,0.0870505992010652
Decoded,decoded,MLP,KIP,4,30,Diabetes,KNeighborsClassifier,centroid,0.11484687083888154
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Diabetes,KNeighborsClassifier,centroid,0.08465379494007996
Encoded,encoded,MLP,KIP,2,30,Diabetes,KNeighborsClassifier,centroid,0.09031291611185092
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Diabetes,KNeighborsClassifier,centroid,0.07849533954727037
Original,original,,KIP,3,30,Diabetes,KNeighborsClassifier,centroid,0.09533954727030633
Decoded,decoded,GNN,KIP,2,30,Diabetes,KNeighborsClassifier,centroid,0.09234354194407463
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Diabetes,KNeighborsClassifier,centroid,0.09553928095872183
Encoded,encoded,GNN,KIP,1,30,Diabetes,KNeighborsClassifier,centroid,0.05768974700399474
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Diabetes,KNeighborsClassifier,centroid,0.05069906790945415
Original,original,,KIP,3,30,Diabetes,KNeighborsClassifier,centroid,0.09533954727030633
Decoded,decoded,MLP,KMeans,4,30,Diabetes,KNeighborsClassifier,centroid,0.09294274300932096
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Diabetes,KNeighborsClassifier,centroid,0.07759653794940086
Encoded,encoded,MLP,KMeans,2,30,Diabetes,KNeighborsClassifier,centroid,0.06338215712383496
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,KNeighborsClassifier,centroid,0.04630492676431434
Original,original,,KMeans,1,30,Diabetes,KNeighborsClassifier,centroid,0.04637150466045283
Decoded,decoded,GNN,KMeans,4,30,Diabetes,KNeighborsClassifier,centroid,0.056624500665778996
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Diabetes,KNeighborsClassifier,centroid,0.0552929427430094
Encoded,encoded,GNN,KMeans,2,30,Diabetes,KNeighborsClassifier,centroid,0.04693741677762992
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,KNeighborsClassifier,centroid,0.03478695073235692
Original,original,,KMeans,1,30,Diabetes,KNeighborsClassifier,centroid,0.04637150466045283
Decoded,decoded,MLP,KMeans,3,30,Diabetes,KNeighborsClassifier,closest,0.09154460719041288
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Diabetes,KNeighborsClassifier,closest,0.07200399467376836
Encoded,encoded,MLP,KMeans,4,30,Diabetes,KNeighborsClassifier,closest,0.09367509986684426
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,Diabetes,KNeighborsClassifier,closest,0.07599866844207726
Original,original,,KMeans,0,30,Diabetes,KNeighborsClassifier,closest,0.07170439414114518
Decoded,decoded,GNN,KMeans,3,30,Diabetes,KNeighborsClassifier,closest,0.06271637816245004
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Diabetes,KNeighborsClassifier,closest,0.06168442077230364
Encoded,encoded,GNN,KMeans,1,30,Diabetes,KNeighborsClassifier,closest,0.05336218375499342
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,KNeighborsClassifier,closest,0.03205725699067916
Original,original,,KMeans,4,30,Diabetes,KNeighborsClassifier,closest,0.07170439414114518
Decoded,decoded,MLP,Agglo,4,30,Diabetes,LogisticRegression,centroid,0.1647132364431941
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Diabetes,LogisticRegression,centroid,0.1061103297390216
Encoded,encoded,MLP,Agglo,1,30,Diabetes,LogisticRegression,centroid,0.054383497421472
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Diabetes,LogisticRegression,centroid,0.0532895764963276
Original,original,,Agglo,2,30,Diabetes,LogisticRegression,centroid,0.075011720581341
Decoded,decoded,GNN,Agglo,4,30,Diabetes,LogisticRegression,centroid,0.1417408970151586
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Diabetes,LogisticRegression,centroid,0.093764650726676
Encoded,encoded,GNN,Agglo,3,30,Diabetes,LogisticRegression,centroid,0.1314267854352243
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,LogisticRegression,centroid,0.0601656508829505
Original,original,,Agglo,1,30,Diabetes,LogisticRegression,centroid,0.075011720581341
Decoded,decoded,MLP,Agglo,3,30,Diabetes,LogisticRegression,closest,0.1404907016721363
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,Diabetes,LogisticRegression,closest,0.0962650414127207
Encoded,encoded,MLP,Agglo,4,30,Diabetes,LogisticRegression,closest,0.1562744178777934
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Diabetes,LogisticRegression,closest,0.0970464135021098
Original,original,,Agglo,2,30,Diabetes,LogisticRegression,closest,0.1031411157993437
Decoded,decoded,GNN,Agglo,3,30,Diabetes,LogisticRegression,closest,0.1225191436161901
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Diabetes,LogisticRegression,closest,0.1236130645413347
Encoded,encoded,GNN,Agglo,1,30,Diabetes,LogisticRegression,closest,0.1026722925457103
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,LogisticRegression,closest,0.0779809345210189
Original,original,,Agglo,2,30,Diabetes,LogisticRegression,closest,0.1031411157993437
Decoded,decoded,MLP,KIP,4,30,Diabetes,LogisticRegression,centroid,0.15211751836224405
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Diabetes,LogisticRegression,centroid,0.14211595561806528
Encoded,encoded,MLP,KIP,2,30,Diabetes,LogisticRegression,centroid,0.13511486169714024
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Diabetes,LogisticRegression,centroid,0.11514299109235819
Original,original,,KIP,1,30,Diabetes,LogisticRegression,centroid,0.11636193155180499
Decoded,decoded,GNN,KIP,4,30,Diabetes,LogisticRegression,centroid,0.13908423191123614
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Diabetes,LogisticRegression,centroid,0.12545710267229257
Encoded,encoded,GNN,KIP,2,30,Diabetes,LogisticRegression,centroid,0.1177996561962807
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Diabetes,LogisticRegression,centroid,0.10145335208626352
Original,original,,KIP,1,30,Diabetes,LogisticRegression,centroid,0.11636193155180499
Decoded,decoded,MLP,KMeans,4,30,Diabetes,LogisticRegression,centroid,0.13317705891545553
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Diabetes,LogisticRegression,centroid,0.0893889670260978
Encoded,encoded,MLP,KMeans,2,30,Diabetes,LogisticRegression,centroid,0.07107360525082047
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,LogisticRegression,centroid,0.05622753555243006
Original,original,,KMeans,1,30,Diabetes,LogisticRegression,centroid,0.05872792623847471
Decoded,decoded,GNN,KMeans,3,30,Diabetes,LogisticRegression,centroid,0.10114080325050792
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Diabetes,LogisticRegression,centroid,0.1156430692295671
Encoded,encoded,GNN,KMeans,2,30,Diabetes,LogisticRegression,centroid,0.06651039224878888
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Diabetes,LogisticRegression,centroid,0.06125957180809503
Original,original,,KMeans,0,30,Diabetes,LogisticRegression,centroid,0.05872792623847471
Decoded,decoded,MLP,KMeans,3,30,Diabetes,LogisticRegression,closest,0.12380059384278799
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Diabetes,LogisticRegression,closest,0.09951554930457884
Encoded,encoded,MLP,KMeans,4,30,Diabetes,LogisticRegression,closest,0.12601969057665255
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,LogisticRegression,closest,0.08598218471636195
Original,original,,KMeans,1,30,Diabetes,LogisticRegression,closest,0.09935927488670107
Decoded,decoded,GNN,KMeans,4,30,Diabetes,LogisticRegression,closest,0.11086107204250664
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Diabetes,LogisticRegression,closest,0.10332864510079702
Encoded,encoded,GNN,KMeans,1,30,Diabetes,LogisticRegression,closest,0.08807626191592435
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,LogisticRegression,closest,0.07016721362712923
Original,original,,KMeans,2,30,Diabetes,LogisticRegression,closest,0.09935927488670107
Decoded,decoded,MLP,Agglo,4,30,Diabetes,MLPClassifier,centroid,0.1701102998291131
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Diabetes,MLPClassifier,centroid,0.1409041478949821
Encoded,encoded,MLP,Agglo,1,30,Diabetes,MLPClassifier,centroid,0.0741028429392575
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Diabetes,MLPClassifier,centroid,0.0641603231318937
Original,original,,Agglo,2,30,Diabetes,MLPClassifier,centroid,0.1061053285692093
Decoded,decoded,GNN,Agglo,4,30,Diabetes,MLPClassifier,centroid,0.1607891875097095
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Diabetes,MLPClassifier,centroid,0.1107658847289111
Encoded,encoded,GNN,Agglo,3,30,Diabetes,MLPClassifier,centroid,0.126611775671897
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,MLPClassifier,centroid,0.0977163274817462
Original,original,,Agglo,1,30,Diabetes,MLPClassifier,centroid,0.1061053285692093
Decoded,decoded,MLP,Agglo,3,30,Diabetes,MLPClassifier,closest,0.151157371446326
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Diabetes,MLPClassifier,closest,0.1089016622650303
Encoded,encoded,MLP,Agglo,4,30,Diabetes,MLPClassifier,closest,0.1542644088861271
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Diabetes,MLPClassifier,closest,0.0984930868416965
Original,original,,Agglo,2,30,Diabetes,MLPClassifier,closest,0.1138729221687123
Decoded,decoded,GNN,Agglo,4,30,Diabetes,MLPClassifier,closest,0.1472735746465746
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Diabetes,MLPClassifier,closest,0.1424576666148828
Encoded,encoded,GNN,Agglo,2,30,Diabetes,MLPClassifier,closest,0.1140282740407023
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,MLPClassifier,closest,0.1033089948733882
Original,original,,Agglo,1,30,Diabetes,MLPClassifier,closest,0.1138729221687123
Decoded,decoded,MLP,KIP,4,30,Diabetes,MLPClassifier,centroid,0.16184558023924195
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Diabetes,MLPClassifier,centroid,0.14562684480347993
Encoded,encoded,MLP,KIP,2,30,Diabetes,MLPClassifier,centroid,0.1388845735591114
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Diabetes,MLPClassifier,centroid,0.1290974056237378
Original,original,,KIP,0,30,Diabetes,MLPClassifier,centroid,0.12897312412614576
Decoded,decoded,GNN,KIP,4,30,Diabetes,MLPClassifier,centroid,0.143048003728445
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Diabetes,MLPClassifier,centroid,0.1362125213608824
Encoded,encoded,GNN,KIP,2,30,Diabetes,MLPClassifier,centroid,0.1329190616746932
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Diabetes,MLPClassifier,centroid,0.11377971104551805
Original,original,,KIP,1,30,Diabetes,MLPClassifier,centroid,0.12897312412614576
Decoded,decoded,MLP,KMeans,4,30,Diabetes,MLPClassifier,centroid,0.13860494018952932
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Diabetes,MLPClassifier,centroid,0.10495572471648289
Encoded,encoded,MLP,KMeans,1,30,Diabetes,MLPClassifier,centroid,0.07758272487183474
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,MLPClassifier,centroid,0.06785769768525711
Original,original,,KMeans,2,30,Diabetes,MLPClassifier,centroid,0.07839055460618302
Decoded,decoded,GNN,KMeans,3,30,Diabetes,MLPClassifier,centroid,0.11029982911294078
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Diabetes,MLPClassifier,centroid,0.1319248096939569
Encoded,encoded,GNN,KMeans,1,30,Diabetes,MLPClassifier,centroid,0.09805810160012436
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,Diabetes,MLPClassifier,centroid,0.10744135466832379
Original,original,,KMeans,0,30,Diabetes,MLPClassifier,centroid,0.07839055460618302
Decoded,decoded,MLP,KMeans,3,30,Diabetes,MLPClassifier,closest,0.140407021904614
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Diabetes,MLPClassifier,closest,0.10995805499456275
Encoded,encoded,MLP,KMeans,4,30,Diabetes,MLPClassifier,closest,0.14553363368028588
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,MLPClassifier,closest,0.10209725027186581
Original,original,,KMeans,1,30,Diabetes,MLPClassifier,closest,0.1099269846201647
Decoded,decoded,GNN,KMeans,2,30,Diabetes,MLPClassifier,closest,0.11620320024856298
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Diabetes,MLPClassifier,closest,0.1180052819636477
Encoded,encoded,GNN,KMeans,4,30,Diabetes,MLPClassifier,closest,0.12018020817150854
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,MLPClassifier,closest,0.09606959763865157
Original,original,,KMeans,1,30,Diabetes,MLPClassifier,closest,0.1099269846201647
Decoded,decoded,MLP,Agglo,2,30,Diabetes,XGBClassifier,centroid,0.1192271442035815
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Diabetes,XGBClassifier,centroid,0.1217404963870562
Encoded,encoded,MLP,Agglo,0,30,Diabetes,XGBClassifier,centroid,0.0937794533459
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Diabetes,XGBClassifier,centroid,0.0948790449261702
Original,original,,Agglo,4,30,Diabetes,XGBClassifier,centroid,0.1588124410933081
Decoded,decoded,GNN,Agglo,3,30,Diabetes,XGBClassifier,centroid,0.1575557650015707
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,Diabetes,XGBClassifier,centroid,0.1338360037700281
Encoded,encoded,GNN,Agglo,2,30,Diabetes,XGBClassifier,centroid,0.1350926798617657
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,XGBClassifier,centroid,0.1013195098963241
Original,original,,Agglo,4,30,Diabetes,XGBClassifier,centroid,0.1588124410933081
Decoded,decoded,MLP,Agglo,3,30,Diabetes,XGBClassifier,closest,0.1311655670750863
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Diabetes,XGBClassifier,closest,0.1066603832862079
Encoded,encoded,MLP,Agglo,4,30,Diabetes,XGBClassifier,closest,0.1335218347470937
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Diabetes,XGBClassifier,closest,0.1178133836003769
Original,original,,Agglo,0,30,Diabetes,XGBClassifier,closest,0.1000628338045867
Decoded,decoded,GNN,Agglo,4,30,Diabetes,XGBClassifier,closest,0.1490732013823436
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Diabetes,XGBClassifier,closest,0.1404335532516493
Encoded,encoded,GNN,Agglo,2,30,Diabetes,XGBClassifier,closest,0.1063462142632735
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Diabetes,XGBClassifier,closest,0.0969211435752434
Original,original,,Agglo,1,30,Diabetes,XGBClassifier,closest,0.1000628338045867
Decoded,decoded,MLP,KIP,3,30,Diabetes,XGBClassifier,centroid,0.15111530003141688
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Diabetes,XGBClassifier,centroid,0.1429154885328306
Encoded,encoded,MLP,KIP,1,30,Diabetes,XGBClassifier,centroid,0.13798303487276142
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Diabetes,XGBClassifier,centroid,0.12934338674206716
Original,original,,KIP,4,30,Diabetes,XGBClassifier,centroid,0.1514608859566446
Decoded,decoded,GNN,KIP,3,30,Diabetes,XGBClassifier,centroid,0.14150172792962606
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Diabetes,XGBClassifier,centroid,0.12846371347785096
Encoded,encoded,GNN,KIP,1,30,Diabetes,XGBClassifier,centroid,0.12472510210493241
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Diabetes,XGBClassifier,centroid,0.1077599748664781
Original,original,,KIP,4,30,Diabetes,XGBClassifier,centroid,0.1514608859566446
Decoded,decoded,MLP,KMeans,3,30,Diabetes,XGBClassifier,centroid,0.13594093622368825
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Diabetes,XGBClassifier,centroid,0.12315425699026064
Encoded,encoded,MLP,KMeans,1,30,Diabetes,XGBClassifier,centroid,0.09318253220232475
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,XGBClassifier,centroid,0.08482563619227138
Original,original,,KMeans,4,30,Diabetes,XGBClassifier,centroid,0.15843543826578688
Decoded,decoded,GNN,KMeans,1,30,Diabetes,XGBClassifier,centroid,0.10917373546968263
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Diabetes,XGBClassifier,centroid,0.11668237511781332
Encoded,encoded,GNN,KMeans,2,30,Diabetes,XGBClassifier,centroid,0.11533144831919569
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,XGBClassifier,centroid,0.09572730128809288
Original,original,,KMeans,4,30,Diabetes,XGBClassifier,centroid,0.15843543826578688
Decoded,decoded,MLP,KMeans,4,30,Diabetes,XGBClassifier,closest,0.14759660697455224
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Diabetes,XGBClassifier,closest,0.13609802073515542
Encoded,encoded,MLP,KMeans,2,30,Diabetes,XGBClassifier,closest,0.13487276154571154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Diabetes,XGBClassifier,closest,0.1143889412503926
Original,original,,KMeans,1,30,Diabetes,XGBClassifier,closest,0.13012880929940301
Decoded,decoded,GNN,KMeans,2,30,Diabetes,XGBClassifier,closest,0.11580270185359712
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Diabetes,XGBClassifier,closest,0.10248193528118117
Encoded,encoded,GNN,KMeans,3,30,Diabetes,XGBClassifier,closest,0.12359409362236873
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Diabetes,XGBClassifier,closest,0.0902921771913289
Original,original,,KMeans,4,30,Diabetes,XGBClassifier,closest,0.13012880929940301
Decoded,decoded,MLP,Agglo,4,30,Electricity,GaussianNB,centroid,0.1762907000626301
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Electricity,GaussianNB,centroid,0.1161805648880898
Encoded,encoded,MLP,Agglo,1,30,Electricity,GaussianNB,centroid,0.0946475344782557
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,GaussianNB,centroid,0.0741865058737914
Original,original,,Agglo,2,30,Electricity,GaussianNB,centroid,0.1096499813631051
Decoded,decoded,GNN,Agglo,3,30,Electricity,GaussianNB,centroid,0.1498433613351623
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Electricity,GaussianNB,centroid,0.1872130615473947
Encoded,encoded,GNN,Agglo,1,30,Electricity,GaussianNB,centroid,0.1064171139944063
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,GaussianNB,centroid,0.0910724201846447
Original,original,,Agglo,2,30,Electricity,GaussianNB,centroid,0.1096499813631051
Decoded,decoded,MLP,Agglo,4,30,Electricity,GaussianNB,closest,0.1366405792397667
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Electricity,GaussianNB,closest,0.1000983191295682
Encoded,encoded,MLP,Agglo,2,30,Electricity,GaussianNB,closest,0.1133676615641299
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,GaussianNB,closest,0.0554962358543431
Original,original,,Agglo,3,30,Electricity,GaussianNB,closest,0.1267490155408883
Decoded,decoded,GNN,Agglo,4,30,Electricity,GaussianNB,closest,0.1283758770117071
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Electricity,GaussianNB,closest,0.1239340203205546
Encoded,encoded,GNN,Agglo,1,30,Electricity,GaussianNB,closest,0.1097373338844106
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,GaussianNB,closest,0.0818377753379362
Original,original,,Agglo,3,30,Electricity,GaussianNB,closest,0.1267490155408883
Decoded,decoded,MLP,KIP,2,30,Electricity,GaussianNB,centroid,0.188803955078744
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Electricity,GaussianNB,centroid,0.17928140190020253
Encoded,encoded,MLP,KIP,3,30,Electricity,GaussianNB,centroid,0.19271561112533875
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Electricity,GaussianNB,centroid,0.16113276822548867
Original,original,,KIP,4,30,Electricity,GaussianNB,centroid,0.2171405171167835
Decoded,decoded,GNN,KIP,2,30,Electricity,GaussianNB,centroid,0.18918353918438854
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Electricity,GaussianNB,centroid,0.19953477492462832
Encoded,encoded,GNN,KIP,1,30,Electricity,GaussianNB,centroid,0.16491827658166375
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Electricity,GaussianNB,centroid,0.1383064006957773
Original,original,,KIP,4,30,Electricity,GaussianNB,centroid,0.2171405171167835
Decoded,decoded,MLP,KMeans,4,30,Electricity,GaussianNB,centroid,0.14287391062911567
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Electricity,GaussianNB,centroid,0.13985640716163888
Encoded,encoded,MLP,KMeans,2,30,Electricity,GaussianNB,centroid,0.12267600455399497
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,GaussianNB,centroid,0.07107633773603558
Original,original,,KMeans,1,30,Electricity,GaussianNB,centroid,0.12017300616919253
Decoded,decoded,GNN,KMeans,1,30,Electricity,GaussianNB,centroid,0.10144292672784297
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Electricity,GaussianNB,centroid,0.10393786180298645
Encoded,encoded,GNN,KMeans,3,30,Electricity,GaussianNB,centroid,0.10609458160804704
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,GaussianNB,centroid,0.08863120247274824
Original,original,,KMeans,4,30,Electricity,GaussianNB,centroid,0.12017300616919253
Decoded,decoded,MLP,KMeans,2,30,Electricity,GaussianNB,closest,0.10742861562101425
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Electricity,GaussianNB,closest,0.11288878211060935
Encoded,encoded,MLP,KMeans,4,30,Electricity,GaussianNB,closest,0.13297287634483582
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,GaussianNB,closest,0.08892348476972659
Original,original,,KMeans,1,30,Electricity,GaussianNB,closest,0.10680506568554611
Decoded,decoded,GNN,KMeans,2,30,Electricity,GaussianNB,closest,0.10950015087010212
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Electricity,GaussianNB,closest,0.1136352848402171
Encoded,encoded,GNN,KMeans,3,30,Electricity,GaussianNB,closest,0.11277218107455005
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,GaussianNB,closest,0.09137276579128194
Original,original,,KMeans,1,30,Electricity,GaussianNB,closest,0.10680506568554611
Decoded,decoded,MLP,Agglo,4,30,Electricity,KNeighborsClassifier,centroid,0.2707972583500163
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Electricity,KNeighborsClassifier,centroid,0.2377371203634546
Encoded,encoded,MLP,Agglo,3,30,Electricity,KNeighborsClassifier,centroid,0.2565174812493401
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,KNeighborsClassifier,centroid,0.2162418059344272
Original,original,,Agglo,1,30,Electricity,KNeighborsClassifier,centroid,0.217420863268224
Decoded,decoded,GNN,Agglo,3,30,Electricity,KNeighborsClassifier,centroid,0.257575660078797
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Electricity,KNeighborsClassifier,centroid,0.2574739264321617
Encoded,encoded,GNN,Agglo,4,30,Electricity,KNeighborsClassifier,centroid,0.2595735323405838
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Electricity,KNeighborsClassifier,centroid,0.2230675858680106
Original,original,,Agglo,0,30,Electricity,KNeighborsClassifier,centroid,0.217420863268224
Decoded,decoded,MLP,Agglo,4,30,Electricity,KNeighborsClassifier,closest,0.288549965818452
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Electricity,KNeighborsClassifier,closest,0.2464419149005756
Encoded,encoded,MLP,Agglo,3,30,Electricity,KNeighborsClassifier,closest,0.2765661357779899
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,KNeighborsClassifier,closest,0.2291516089258644
Original,original,,Agglo,1,30,Electricity,KNeighborsClassifier,closest,0.233367891574162
Decoded,decoded,GNN,Agglo,3,30,Electricity,KNeighborsClassifier,closest,0.265943558300479
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Electricity,KNeighborsClassifier,closest,0.248307634464041
Encoded,encoded,GNN,Agglo,4,30,Electricity,KNeighborsClassifier,closest,0.272515402968676
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Electricity,KNeighborsClassifier,closest,0.2425754513466678
Original,original,,Agglo,0,30,Electricity,KNeighborsClassifier,closest,0.233367891574162
Decoded,decoded,MLP,KIP,4,30,Electricity,KNeighborsClassifier,centroid,0.35906507151003203
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Electricity,KNeighborsClassifier,centroid,0.32776592007925975
Encoded,encoded,MLP,KIP,3,30,Electricity,KNeighborsClassifier,centroid,0.3570858335764109
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Electricity,KNeighborsClassifier,centroid,0.3152854724299424
Original,original,,KIP,2,30,Electricity,KNeighborsClassifier,centroid,0.351437207126886
Decoded,decoded,GNN,KIP,3,30,Electricity,KNeighborsClassifier,centroid,0.36370619982285685
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Electricity,KNeighborsClassifier,centroid,0.3666597940172851
Encoded,encoded,GNN,KIP,2,30,Electricity,KNeighborsClassifier,centroid,0.35592294301134253
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Electricity,KNeighborsClassifier,centroid,0.31258819597208143
Original,original,,KIP,1,30,Electricity,KNeighborsClassifier,centroid,0.351437207126886
Decoded,decoded,MLP,KMeans,4,30,Electricity,KNeighborsClassifier,centroid,0.28419435115019376
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Electricity,KNeighborsClassifier,centroid,0.2583706928391053
Encoded,encoded,MLP,KMeans,3,30,Electricity,KNeighborsClassifier,centroid,0.2641070027369169
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,KNeighborsClassifier,centroid,0.22303104046185904
Original,original,,KMeans,1,30,Electricity,KNeighborsClassifier,centroid,0.23054118524218636
Decoded,decoded,GNN,KMeans,4,30,Electricity,KNeighborsClassifier,centroid,0.2619347527295382
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Electricity,KNeighborsClassifier,centroid,0.25703408396243244
Encoded,encoded,GNN,KMeans,2,30,Electricity,KNeighborsClassifier,centroid,0.25291372768726655
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Electricity,KNeighborsClassifier,centroid,0.23439301361598233
Original,original,,KMeans,0,30,Electricity,KNeighborsClassifier,centroid,0.23054118524218636
Decoded,decoded,MLP,KMeans,4,30,Electricity,KNeighborsClassifier,closest,0.2817055302846388
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Electricity,KNeighborsClassifier,closest,0.26196625665649415
Encoded,encoded,MLP,KMeans,3,30,Electricity,KNeighborsClassifier,closest,0.2728618291688393
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,KNeighborsClassifier,closest,0.23624117309051976
Original,original,,KMeans,1,30,Electricity,KNeighborsClassifier,closest,0.2450788648482065
Decoded,decoded,GNN,KMeans,3,30,Electricity,KNeighborsClassifier,closest,0.2622852099858514
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Electricity,KNeighborsClassifier,closest,0.26412697720512196
Encoded,encoded,GNN,KMeans,2,30,Electricity,KNeighborsClassifier,closest,0.2565187894812834
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Electricity,KNeighborsClassifier,closest,0.24717587556480652
Original,original,,KMeans,0,30,Electricity,KNeighborsClassifier,closest,0.2450788648482065
Decoded,decoded,MLP,Agglo,4,30,Electricity,LogisticRegression,centroid,0.19643599952983
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Electricity,LogisticRegression,centroid,0.1547550506312452
Encoded,encoded,MLP,Agglo,3,30,Electricity,LogisticRegression,centroid,0.1561823353601785
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Electricity,LogisticRegression,centroid,0.139759117694741
Original,original,,Agglo,0,30,Electricity,LogisticRegression,centroid,0.1063540036820591
Decoded,decoded,GNN,Agglo,4,30,Electricity,LogisticRegression,centroid,0.1851322141694286
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Electricity,LogisticRegression,centroid,0.1770658324670148
Encoded,encoded,GNN,Agglo,1,30,Electricity,LogisticRegression,centroid,0.1479399332142893
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Electricity,LogisticRegression,centroid,0.1495254075920239
Original,original,,Agglo,0,30,Electricity,LogisticRegression,centroid,0.1063540036820591
Decoded,decoded,MLP,Agglo,4,30,Electricity,LogisticRegression,closest,0.2144761300794009
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Electricity,LogisticRegression,closest,0.1556709903997592
Encoded,encoded,MLP,Agglo,3,30,Electricity,LogisticRegression,closest,0.1572440887982958
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,LogisticRegression,closest,0.1420196401511018
Original,original,,Agglo,2,30,Electricity,LogisticRegression,closest,0.1559841437312204
Decoded,decoded,GNN,Agglo,4,30,Electricity,LogisticRegression,closest,0.184935430234787
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Electricity,LogisticRegression,closest,0.1751866192085989
Encoded,encoded,GNN,Agglo,2,30,Electricity,LogisticRegression,closest,0.1563184711313568
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,LogisticRegression,closest,0.1538160598683008
Original,original,,Agglo,1,30,Electricity,LogisticRegression,closest,0.1559841437312204
Decoded,decoded,MLP,KIP,4,30,Electricity,LogisticRegression,centroid,0.273814211096432
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Electricity,LogisticRegression,centroid,0.24984705401252705
Encoded,encoded,MLP,KIP,1,30,Electricity,LogisticRegression,centroid,0.22031673591349624
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Electricity,LogisticRegression,centroid,0.19752894512784086
Original,original,,KIP,2,30,Electricity,LogisticRegression,centroid,0.22860642485762925
Decoded,decoded,GNN,KIP,4,30,Electricity,LogisticRegression,centroid,0.28239607872671224
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Electricity,LogisticRegression,centroid,0.2550014557905388
Encoded,encoded,GNN,KIP,1,30,Electricity,LogisticRegression,centroid,0.20864015790576373
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Electricity,LogisticRegression,centroid,0.19223201430029724
Original,original,,KIP,2,30,Electricity,LogisticRegression,centroid,0.22860642485762925
Decoded,decoded,MLP,KMeans,4,30,Electricity,LogisticRegression,centroid,0.23451612502108604
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Electricity,LogisticRegression,centroid,0.19646384841572204
Encoded,encoded,MLP,KMeans,2,30,Electricity,LogisticRegression,centroid,0.15235536586092585
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Electricity,LogisticRegression,centroid,0.14206671579519825
Original,original,,KMeans,0,30,Electricity,LogisticRegression,centroid,0.11217433871799867
Decoded,decoded,GNN,KMeans,3,30,Electricity,LogisticRegression,centroid,0.1802133431121165
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Electricity,LogisticRegression,centroid,0.1817990403747845
Encoded,encoded,GNN,KMeans,2,30,Electricity,LogisticRegression,centroid,0.14713597552864194
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Electricity,LogisticRegression,centroid,0.13609806843224379
Original,original,,KMeans,0,30,Electricity,LogisticRegression,centroid,0.11217433871799867
Decoded,decoded,MLP,KMeans,3,30,Electricity,LogisticRegression,closest,0.18942687837450717
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Electricity,LogisticRegression,closest,0.16347906019512043
Encoded,encoded,MLP,KMeans,4,30,Electricity,LogisticRegression,closest,0.1922146644678481
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,LogisticRegression,closest,0.14147252802426116
Original,original,,KMeans,1,30,Electricity,LogisticRegression,closest,0.15861253190480512
Decoded,decoded,GNN,KMeans,3,30,Electricity,LogisticRegression,closest,0.1799847100935671
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Electricity,LogisticRegression,closest,0.18205755170519874
Encoded,encoded,GNN,KMeans,2,30,Electricity,LogisticRegression,closest,0.15897432107489656
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,LogisticRegression,closest,0.1463981208219339
Original,original,,KMeans,1,30,Electricity,LogisticRegression,closest,0.15861253190480512
Decoded,decoded,MLP,Agglo,4,30,Electricity,MLPClassifier,centroid,0.2441277019331025
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Electricity,MLPClassifier,centroid,0.208802121242782
Encoded,encoded,MLP,Agglo,1,30,Electricity,MLPClassifier,centroid,0.196447145847633
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,MLPClassifier,centroid,0.1855856116716466
Original,original,,Agglo,2,30,Electricity,MLPClassifier,centroid,0.2084551991854569
Decoded,decoded,GNN,Agglo,4,30,Electricity,MLPClassifier,centroid,0.238610204330778
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Electricity,MLPClassifier,centroid,0.2337778424136762
Encoded,encoded,GNN,Agglo,2,30,Electricity,MLPClassifier,centroid,0.20964868943852
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,MLPClassifier,centroid,0.2034552000018723
Original,original,,Agglo,1,30,Electricity,MLPClassifier,centroid,0.2084551991854569
Decoded,decoded,MLP,Agglo,4,30,Electricity,MLPClassifier,closest,0.254153880016239
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Electricity,MLPClassifier,closest,0.207898349551241
Encoded,encoded,MLP,Agglo,3,30,Electricity,MLPClassifier,closest,0.2280068206596384
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,MLPClassifier,closest,0.18442287306
Original,original,,Agglo,2,30,Electricity,MLPClassifier,closest,0.2094873657833723
Decoded,decoded,GNN,Agglo,4,30,Electricity,MLPClassifier,closest,0.2409135294867148
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Electricity,MLPClassifier,closest,0.2278779903317927
Encoded,encoded,GNN,Agglo,2,30,Electricity,MLPClassifier,closest,0.2157060552376767
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,MLPClassifier,closest,0.2024451854713135
Original,original,,Agglo,1,30,Electricity,MLPClassifier,closest,0.2094873657833723
Decoded,decoded,MLP,KIP,4,30,Electricity,MLPClassifier,centroid,0.3241670727425451
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Electricity,MLPClassifier,centroid,0.304092488310158
Encoded,encoded,MLP,KIP,2,30,Electricity,MLPClassifier,centroid,0.2706888253379156
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Electricity,MLPClassifier,centroid,0.24353622540637473
Original,original,,KIP,1,30,Electricity,MLPClassifier,centroid,0.26647690636092525
Decoded,decoded,GNN,KIP,4,30,Electricity,MLPClassifier,centroid,0.33538080846119706
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Electricity,MLPClassifier,centroid,0.30431744881334855
Encoded,encoded,GNN,KIP,2,30,Electricity,MLPClassifier,centroid,0.26717644361131376
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Electricity,MLPClassifier,centroid,0.24914292998264892
Original,original,,KIP,1,30,Electricity,MLPClassifier,centroid,0.26647690636092525
Decoded,decoded,MLP,KMeans,4,30,Electricity,MLPClassifier,centroid,0.26036523261875044
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Electricity,MLPClassifier,centroid,0.24168063326392525
Encoded,encoded,MLP,KMeans,2,30,Electricity,MLPClassifier,centroid,0.18981442500172663
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,MLPClassifier,centroid,0.1820302973879664
Original,original,,KMeans,1,30,Electricity,MLPClassifier,centroid,0.18511291812231234
Decoded,decoded,GNN,KMeans,4,30,Electricity,MLPClassifier,centroid,0.22997705927550322
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Electricity,MLPClassifier,centroid,0.22779453092126517
Encoded,encoded,GNN,KMeans,2,30,Electricity,MLPClassifier,centroid,0.20306213415411722
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,MLPClassifier,centroid,0.18447032311484396
Original,original,,KMeans,1,30,Electricity,MLPClassifier,centroid,0.18511291812231234
Decoded,decoded,MLP,KMeans,4,30,Electricity,MLPClassifier,closest,0.2395000316496981
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Electricity,MLPClassifier,closest,0.21447604400870116
Encoded,encoded,MLP,KMeans,3,30,Electricity,MLPClassifier,closest,0.22772957692327153
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,MLPClassifier,closest,0.1897132874794609
Original,original,,KMeans,1,30,Electricity,MLPClassifier,closest,0.20321444458480728
Decoded,decoded,GNN,KMeans,4,30,Electricity,MLPClassifier,closest,0.23301291574382246
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Electricity,MLPClassifier,closest,0.2259206619625544
Encoded,encoded,GNN,KMeans,2,30,Electricity,MLPClassifier,closest,0.21350284436354788
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,MLPClassifier,closest,0.19721161532494164
Original,original,,KMeans,1,30,Electricity,MLPClassifier,closest,0.20321444458480728
Decoded,decoded,MLP,Agglo,3,30,Electricity,XGBClassifier,centroid,0.3515365459546415
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Electricity,XGBClassifier,centroid,0.3373256241044151
Encoded,encoded,MLP,Agglo,1,30,Electricity,XGBClassifier,centroid,0.3139356852456529
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,XGBClassifier,centroid,0.2979188253116739
Original,original,,Agglo,4,30,Electricity,XGBClassifier,centroid,0.3974716093365036
Decoded,decoded,GNN,Agglo,1,30,Electricity,XGBClassifier,centroid,0.3485647099453055
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Electricity,XGBClassifier,centroid,0.3650105514777434
Encoded,encoded,GNN,Agglo,2,30,Electricity,XGBClassifier,centroid,0.3573859038986469
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,XGBClassifier,centroid,0.3039692834866448
Original,original,,Agglo,4,30,Electricity,XGBClassifier,centroid,0.3974716093365036
Decoded,decoded,MLP,Agglo,4,30,Electricity,XGBClassifier,closest,0.4055645884150218
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Electricity,XGBClassifier,closest,0.3645750921314604
Encoded,encoded,MLP,Agglo,2,30,Electricity,XGBClassifier,closest,0.3405424543374371
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Electricity,XGBClassifier,closest,0.2814199049201975
Original,original,,Agglo,1,30,Electricity,XGBClassifier,closest,0.3389620772338972
Decoded,decoded,GNN,Agglo,4,30,Electricity,XGBClassifier,closest,0.3907760834975893
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Electricity,XGBClassifier,closest,0.3653748522807618
Encoded,encoded,GNN,Agglo,2,30,Electricity,XGBClassifier,closest,0.3422266687717735
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Electricity,XGBClassifier,closest,0.3057815542940169
Original,original,,Agglo,1,30,Electricity,XGBClassifier,closest,0.3389620772338972
Decoded,decoded,MLP,KIP,4,30,Electricity,XGBClassifier,centroid,0.43058928845420724
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Electricity,XGBClassifier,centroid,0.41706504654648546
Encoded,encoded,MLP,KIP,1,30,Electricity,XGBClassifier,centroid,0.3986621227038196
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Electricity,XGBClassifier,centroid,0.36781929326611035
Original,original,,KIP,3,30,Electricity,XGBClassifier,centroid,0.4174040261233067
Decoded,decoded,GNN,KIP,4,30,Electricity,XGBClassifier,centroid,0.4290011380532782
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Electricity,XGBClassifier,centroid,0.4199414372923555
Encoded,encoded,GNN,KIP,1,30,Electricity,XGBClassifier,centroid,0.37334073214599767
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Electricity,XGBClassifier,centroid,0.35169554082474874
Original,original,,KIP,2,30,Electricity,XGBClassifier,centroid,0.4174040261233067
Decoded,decoded,MLP,KMeans,3,30,Electricity,XGBClassifier,centroid,0.4100389041932395
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Electricity,XGBClassifier,centroid,0.40377344280018146
Encoded,encoded,MLP,KMeans,1,30,Electricity,XGBClassifier,centroid,0.31321586243816046
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,XGBClassifier,centroid,0.3060064384946062
Original,original,,KMeans,4,30,Electricity,XGBClassifier,centroid,0.4544131397343988
Decoded,decoded,GNN,KMeans,2,30,Electricity,XGBClassifier,centroid,0.3613275167669734
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Electricity,XGBClassifier,centroid,0.373041498869633
Encoded,encoded,GNN,KMeans,1,30,Electricity,XGBClassifier,centroid,0.31977815937405996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,XGBClassifier,centroid,0.31641068766514024
Original,original,,KMeans,4,30,Electricity,XGBClassifier,centroid,0.4544131397343988
Decoded,decoded,MLP,KMeans,3,30,Electricity,XGBClassifier,closest,0.3645341953056438
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Electricity,XGBClassifier,closest,0.37315782761862215
Encoded,encoded,MLP,KMeans,1,30,Electricity,XGBClassifier,closest,0.351152405840376
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Electricity,XGBClassifier,closest,0.3113881803919346
Original,original,,KMeans,2,30,Electricity,XGBClassifier,closest,0.3515210767061059
Decoded,decoded,GNN,KMeans,4,30,Electricity,XGBClassifier,closest,0.37657197778499885
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Electricity,XGBClassifier,closest,0.36340997733658403
Encoded,encoded,GNN,KMeans,1,30,Electricity,XGBClassifier,closest,0.32404911254371394
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Electricity,XGBClassifier,closest,0.315113349468404
Original,original,,KMeans,2,30,Electricity,XGBClassifier,closest,0.3515210767061059
Decoded,decoded,MLP,Agglo,3,30,Elevators,GaussianNB,centroid,0.0221464747223875
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Elevators,GaussianNB,centroid,0.0457542545120292
Encoded,encoded,MLP,Agglo,1,30,Elevators,GaussianNB,centroid,-0.1769191151208011
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,GaussianNB,centroid,-0.268384436037446
Original,original,,Agglo,2,30,Elevators,GaussianNB,centroid,-0.0829604867493084
Decoded,decoded,GNN,Agglo,4,30,Elevators,GaussianNB,centroid,0.0179797892549278
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Elevators,GaussianNB,centroid,-0.0825827519590963
Encoded,encoded,GNN,Agglo,1,30,Elevators,GaussianNB,centroid,-0.1896853907524592
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,GaussianNB,centroid,-0.2898108941034051
Original,original,,Agglo,2,30,Elevators,GaussianNB,centroid,-0.0829604867493084
Decoded,decoded,MLP,Agglo,1,30,Elevators,GaussianNB,closest,-0.1697872760100376
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Elevators,GaussianNB,closest,-0.0700395074493037
Encoded,encoded,MLP,Agglo,2,30,Elevators,GaussianNB,closest,-0.1158330824770377
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,GaussianNB,closest,-0.2472351553772737
Original,original,,Agglo,3,30,Elevators,GaussianNB,closest,-0.097735976273614
Decoded,decoded,GNN,Agglo,4,30,Elevators,GaussianNB,closest,-0.0280123221471838
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Elevators,GaussianNB,closest,-0.0507988832973539
Encoded,encoded,GNN,Agglo,1,30,Elevators,GaussianNB,closest,-0.1717687721621062
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,GaussianNB,closest,-0.3277461673777662
Original,original,,Agglo,2,30,Elevators,GaussianNB,closest,-0.097735976273614
Decoded,decoded,MLP,KIP,2,30,Elevators,GaussianNB,centroid,-0.039186825951282415
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Elevators,GaussianNB,centroid,-0.04613791960952788
Encoded,encoded,MLP,KIP,3,30,Elevators,GaussianNB,centroid,0.006272846992270679
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Elevators,GaussianNB,centroid,-0.19666433107100698
Original,original,,KIP,4,30,Elevators,GaussianNB,centroid,0.06618738610748168
Decoded,decoded,GNN,KIP,3,30,Elevators,GaussianNB,centroid,-0.051483704869233385
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,Elevators,GaussianNB,centroid,-0.06150424822719258
Encoded,encoded,GNN,KIP,2,30,Elevators,GaussianNB,centroid,-0.05778865287268593
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Elevators,GaussianNB,centroid,-0.3141273456137964
Original,original,,KIP,4,30,Elevators,GaussianNB,centroid,0.06618738610748168
Decoded,decoded,MLP,KMeans,2,30,Elevators,GaussianNB,centroid,-0.11572130907665745
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Elevators,GaussianNB,centroid,-0.04120493530485958
Encoded,encoded,MLP,KMeans,1,30,Elevators,GaussianNB,centroid,-0.17579145429828016
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,GaussianNB,centroid,-0.2930645700881745
Original,original,,KMeans,3,30,Elevators,GaussianNB,centroid,-0.07305481086509634
Decoded,decoded,GNN,KMeans,4,30,Elevators,GaussianNB,centroid,-0.04809169802101768
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Elevators,GaussianNB,centroid,-0.061712324661118256
Encoded,encoded,GNN,KMeans,1,30,Elevators,GaussianNB,centroid,-0.15540937491338205
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,GaussianNB,centroid,-0.31633380668358513
Original,original,,KMeans,2,30,Elevators,GaussianNB,centroid,-0.07305481086509634
Decoded,decoded,MLP,KMeans,1,30,Elevators,GaussianNB,closest,-0.1602646206247062
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Elevators,GaussianNB,closest,-0.09931266449350976
Encoded,encoded,MLP,KMeans,2,30,Elevators,GaussianNB,closest,-0.1312514946630457
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,GaussianNB,closest,-0.2585222061000945
Original,original,,KMeans,4,30,Elevators,GaussianNB,closest,-0.08550458857526289
Decoded,decoded,GNN,KMeans,4,30,Elevators,GaussianNB,closest,-0.07196002457209921
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Elevators,GaussianNB,closest,-0.07677195325628651
Encoded,encoded,GNN,KMeans,1,30,Elevators,GaussianNB,closest,-0.14469704831846772
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,GaussianNB,closest,-0.33752408381586896
Original,original,,KMeans,2,30,Elevators,GaussianNB,closest,-0.08550458857526289
Decoded,decoded,MLP,Agglo,3,30,Elevators,KNeighborsClassifier,centroid,0.0856445451759614
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Elevators,KNeighborsClassifier,centroid,0.0434440065252987
Encoded,encoded,MLP,Agglo,4,30,Elevators,KNeighborsClassifier,centroid,0.0887575131451595
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,KNeighborsClassifier,centroid,-0.0067179628769973
Original,original,,Agglo,1,30,Elevators,KNeighborsClassifier,centroid,0.0308535782444195
Decoded,decoded,GNN,Agglo,3,30,Elevators,KNeighborsClassifier,centroid,0.070777038473169
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Elevators,KNeighborsClassifier,centroid,0.0850164902348076
Encoded,encoded,GNN,Agglo,2,30,Elevators,KNeighborsClassifier,centroid,0.050371826729654
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,KNeighborsClassifier,centroid,-0.047547096535382
Original,original,,Agglo,1,30,Elevators,KNeighborsClassifier,centroid,0.0308535782444195
Decoded,decoded,MLP,Agglo,0,30,Elevators,KNeighborsClassifier,closest,0.051278511519903
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Elevators,KNeighborsClassifier,closest,0.0916459590580995
Encoded,encoded,MLP,Agglo,4,30,Elevators,KNeighborsClassifier,closest,0.1288857738981984
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Elevators,KNeighborsClassifier,closest,0.0648878856191599
Original,original,,Agglo,1,30,Elevators,KNeighborsClassifier,closest,0.0595924014454366
Decoded,decoded,GNN,Agglo,2,30,Elevators,KNeighborsClassifier,closest,0.07857311176445
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Elevators,KNeighborsClassifier,closest,0.0863858725058582
Encoded,encoded,GNN,Agglo,4,30,Elevators,KNeighborsClassifier,closest,0.0894427099609919
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,KNeighborsClassifier,closest,-0.0315119740039867
Original,original,,Agglo,1,30,Elevators,KNeighborsClassifier,closest,0.0595924014454366
Decoded,decoded,MLP,KIP,1,30,Elevators,KNeighborsClassifier,centroid,0.2093524561398185
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Elevators,KNeighborsClassifier,centroid,0.21358995597547242
Encoded,encoded,MLP,KIP,3,30,Elevators,KNeighborsClassifier,centroid,0.24179397168392552
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Elevators,KNeighborsClassifier,centroid,0.144674225575894
Original,original,,KIP,4,30,Elevators,KNeighborsClassifier,centroid,0.24710907625355621
Decoded,decoded,GNN,KIP,3,30,Elevators,KNeighborsClassifier,centroid,0.187267880097131
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,Elevators,KNeighborsClassifier,centroid,0.1384607293730474
Encoded,encoded,GNN,KIP,2,30,Elevators,KNeighborsClassifier,centroid,0.17005563494736367
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Elevators,KNeighborsClassifier,centroid,0.02370730414748872
Original,original,,KIP,4,30,Elevators,KNeighborsClassifier,centroid,0.24710907625355621
Decoded,decoded,MLP,KMeans,4,30,Elevators,KNeighborsClassifier,centroid,0.08267266201238507
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Elevators,KNeighborsClassifier,centroid,0.0728440572956014
Encoded,encoded,MLP,KMeans,3,30,Elevators,KNeighborsClassifier,centroid,0.08061788065337931
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,KNeighborsClassifier,centroid,-0.013494685805654822
Original,original,,KMeans,1,30,Elevators,KNeighborsClassifier,centroid,0.039950362421075844
Decoded,decoded,GNN,KMeans,4,30,Elevators,KNeighborsClassifier,centroid,0.07556744915637348
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Elevators,KNeighborsClassifier,centroid,0.06445825963042856
Encoded,encoded,GNN,KMeans,3,30,Elevators,KNeighborsClassifier,centroid,0.06546850774752794
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,KNeighborsClassifier,centroid,-0.050403077772619834
Original,original,,KMeans,1,30,Elevators,KNeighborsClassifier,centroid,0.039950362421075844
Decoded,decoded,MLP,KMeans,3,30,Elevators,KNeighborsClassifier,closest,0.07242545513756012
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Elevators,KNeighborsClassifier,closest,0.061185092140008654
Encoded,encoded,MLP,KMeans,4,30,Elevators,KNeighborsClassifier,closest,0.1147295571150736
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,KNeighborsClassifier,closest,0.0280838660675366
Original,original,,KMeans,1,30,Elevators,KNeighborsClassifier,closest,0.06059991888887871
Decoded,decoded,GNN,KMeans,3,30,Elevators,KNeighborsClassifier,closest,0.07846125528056655
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Elevators,KNeighborsClassifier,closest,0.06076568089347636
Encoded,encoded,GNN,KMeans,4,30,Elevators,KNeighborsClassifier,closest,0.08978879756302541
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,KNeighborsClassifier,closest,-0.0339007066376608
Original,original,,KMeans,1,30,Elevators,KNeighborsClassifier,closest,0.06059991888887871
Decoded,decoded,MLP,Agglo,1,30,Elevators,LogisticRegression,centroid,0.1975365886852501
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Elevators,LogisticRegression,centroid,0.292536745718234
Encoded,encoded,MLP,Agglo,2,30,Elevators,LogisticRegression,centroid,0.2071692536396756
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,LogisticRegression,centroid,0.1069542929328177
Original,original,,Agglo,3,30,Elevators,LogisticRegression,centroid,0.2082078523471197
Decoded,decoded,GNN,Agglo,4,30,Elevators,LogisticRegression,centroid,0.3305840929076925
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Elevators,LogisticRegression,centroid,0.3028424714897894
Encoded,encoded,GNN,Agglo,2,30,Elevators,LogisticRegression,centroid,0.2183984205971441
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,LogisticRegression,centroid,0.1153725694783713
Original,original,,Agglo,1,30,Elevators,LogisticRegression,centroid,0.2082078523471197
Decoded,decoded,MLP,Agglo,2,30,Elevators,LogisticRegression,closest,0.2102060970673218
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Elevators,LogisticRegression,closest,0.2426290462165519
Encoded,encoded,MLP,Agglo,3,30,Elevators,LogisticRegression,closest,0.2110178703535685
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,LogisticRegression,closest,0.1438993558158037
Original,original,,Agglo,1,30,Elevators,LogisticRegression,closest,0.2024381987967784
Decoded,decoded,GNN,Agglo,3,30,Elevators,LogisticRegression,closest,0.2590656014014321
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Elevators,LogisticRegression,closest,0.2300131907706481
Encoded,encoded,GNN,Agglo,4,30,Elevators,LogisticRegression,closest,0.2624514070155359
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,LogisticRegression,closest,0.1278950775393978
Original,original,,Agglo,1,30,Elevators,LogisticRegression,closest,0.2024381987967784
Decoded,decoded,MLP,KIP,4,30,Elevators,LogisticRegression,centroid,0.32256119051939536
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Elevators,LogisticRegression,centroid,0.30000026172163985
Encoded,encoded,MLP,KIP,2,30,Elevators,LogisticRegression,centroid,0.2885638984659622
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Elevators,LogisticRegression,centroid,0.14759975084099883
Original,original,,KIP,1,30,Elevators,LogisticRegression,centroid,0.2781338549154813
Decoded,decoded,GNN,KIP,3,30,Elevators,LogisticRegression,centroid,0.2833441220809313
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,Elevators,LogisticRegression,centroid,0.27756626791920824
Encoded,encoded,GNN,KIP,4,30,Elevators,LogisticRegression,centroid,0.2853463798662776
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Elevators,LogisticRegression,centroid,0.11377484610767571
Original,original,,KIP,2,30,Elevators,LogisticRegression,centroid,0.2781338549154813
Decoded,decoded,MLP,KMeans,4,30,Elevators,LogisticRegression,centroid,0.20546780125905556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Elevators,LogisticRegression,centroid,0.2033364274647199
Encoded,encoded,MLP,KMeans,2,30,Elevators,LogisticRegression,centroid,0.20201961865412263
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,LogisticRegression,centroid,0.10121360324395245
Original,original,,KMeans,1,30,Elevators,LogisticRegression,centroid,0.18526088413059555
Decoded,decoded,GNN,KMeans,4,30,Elevators,LogisticRegression,centroid,0.2734035852375037
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Elevators,LogisticRegression,centroid,0.2598417805446601
Encoded,encoded,GNN,KMeans,2,30,Elevators,LogisticRegression,centroid,0.2243303415641881
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,LogisticRegression,centroid,0.11144953657821635
Original,original,,KMeans,1,30,Elevators,LogisticRegression,centroid,0.18526088413059555
Decoded,decoded,MLP,KMeans,1,30,Elevators,LogisticRegression,closest,0.21351670133024384
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Elevators,LogisticRegression,closest,0.21856286902751218
Encoded,encoded,MLP,KMeans,3,30,Elevators,LogisticRegression,closest,0.22427328624670229
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,LogisticRegression,closest,0.1154170621571446
Original,original,,KMeans,4,30,Elevators,LogisticRegression,closest,0.23451968844655985
Decoded,decoded,GNN,KMeans,3,30,Elevators,LogisticRegression,closest,0.24172846205385184
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Elevators,LogisticRegression,closest,0.22122545051018264
Encoded,encoded,GNN,KMeans,4,30,Elevators,LogisticRegression,closest,0.25331671110118503
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,LogisticRegression,closest,0.11016500676986633
Original,original,,KMeans,2,30,Elevators,LogisticRegression,closest,0.23451968844655985
Decoded,decoded,MLP,Agglo,1,30,Elevators,MLPClassifier,centroid,0.1975712431124038
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Elevators,MLPClassifier,centroid,0.2466543773236682
Encoded,encoded,MLP,Agglo,2,30,Elevators,MLPClassifier,centroid,0.2080676488514949
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,MLPClassifier,centroid,0.1118217908165967
Original,original,,Agglo,3,30,Elevators,MLPClassifier,centroid,0.2347131788983259
Decoded,decoded,GNN,Agglo,4,30,Elevators,MLPClassifier,centroid,0.2763894534509412
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Elevators,MLPClassifier,centroid,0.2751796255352886
Encoded,encoded,GNN,Agglo,1,30,Elevators,MLPClassifier,centroid,0.2138840114130746
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,MLPClassifier,centroid,0.1153952680632996
Original,original,,Agglo,2,30,Elevators,MLPClassifier,centroid,0.2347131788983259
Decoded,decoded,MLP,Agglo,2,30,Elevators,MLPClassifier,closest,0.2011797244217658
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Elevators,MLPClassifier,closest,0.2334950375177919
Encoded,encoded,MLP,Agglo,3,30,Elevators,MLPClassifier,closest,0.2058409529155979
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,MLPClassifier,closest,0.1518616254399027
Original,original,,Agglo,1,30,Elevators,MLPClassifier,closest,0.1929244537944185
Decoded,decoded,GNN,Agglo,3,30,Elevators,MLPClassifier,closest,0.2404170909086136
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Elevators,MLPClassifier,closest,0.2194295300398303
Encoded,encoded,GNN,Agglo,4,30,Elevators,MLPClassifier,closest,0.2728789835170246
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,MLPClassifier,closest,0.1121105743335336
Original,original,,Agglo,1,30,Elevators,MLPClassifier,closest,0.1929244537944185
Decoded,decoded,MLP,KIP,4,30,Elevators,MLPClassifier,centroid,0.3169464731000342
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Elevators,MLPClassifier,centroid,0.29822131231106014
Encoded,encoded,MLP,KIP,3,30,Elevators,MLPClassifier,centroid,0.3049251153712028
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Elevators,MLPClassifier,centroid,0.14980154884226254
Original,original,,KIP,1,30,Elevators,MLPClassifier,centroid,0.23378005809799302
Decoded,decoded,GNN,KIP,4,30,Elevators,MLPClassifier,centroid,0.28153295041805787
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Elevators,MLPClassifier,centroid,0.26165326813243267
Encoded,encoded,GNN,KIP,3,30,Elevators,MLPClassifier,centroid,0.2769602822027532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Elevators,MLPClassifier,centroid,0.11523083647895886
Original,original,,KIP,1,30,Elevators,MLPClassifier,centroid,0.23378005809799302
Decoded,decoded,MLP,KMeans,1,30,Elevators,MLPClassifier,centroid,0.1932880584952891
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Elevators,MLPClassifier,centroid,0.20108171304632044
Encoded,encoded,MLP,KMeans,2,30,Elevators,MLPClassifier,centroid,0.1983715234949456
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,MLPClassifier,centroid,0.10562414650250351
Original,original,,KMeans,4,30,Elevators,MLPClassifier,centroid,0.22744257255357705
Decoded,decoded,GNN,KMeans,4,30,Elevators,MLPClassifier,centroid,0.24955428889465484
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Elevators,MLPClassifier,centroid,0.22916591006843728
Encoded,encoded,GNN,KMeans,1,30,Elevators,MLPClassifier,centroid,0.21781164226373026
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,MLPClassifier,centroid,0.11364182705455254
Original,original,,KMeans,2,30,Elevators,MLPClassifier,centroid,0.22744257255357705
Decoded,decoded,MLP,KMeans,1,30,Elevators,MLPClassifier,closest,0.20069351799143184
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Elevators,MLPClassifier,closest,0.20638395343759589
Encoded,encoded,MLP,KMeans,4,30,Elevators,MLPClassifier,closest,0.22025186298184735
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,MLPClassifier,closest,0.12101893325994151
Original,original,,KMeans,3,30,Elevators,MLPClassifier,closest,0.22023733629584386
Decoded,decoded,GNN,KMeans,3,30,Elevators,MLPClassifier,closest,0.226644304904638
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Elevators,MLPClassifier,closest,0.205000680391468
Encoded,encoded,GNN,KMeans,4,30,Elevators,MLPClassifier,closest,0.251330307523817
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,MLPClassifier,closest,0.10573283411705973
Original,original,,KMeans,2,30,Elevators,MLPClassifier,closest,0.22023733629584386
Decoded,decoded,MLP,Agglo,1,30,Elevators,XGBClassifier,centroid,0.239125267411457
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Elevators,XGBClassifier,centroid,0.3011748873138503
Encoded,encoded,MLP,Agglo,2,30,Elevators,XGBClassifier,centroid,0.2600569240679589
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,XGBClassifier,centroid,0.2215987162482781
Original,original,,Agglo,4,30,Elevators,XGBClassifier,centroid,0.3589202983521003
Decoded,decoded,GNN,Agglo,3,30,Elevators,XGBClassifier,centroid,0.2991354469405302
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Elevators,XGBClassifier,centroid,0.2836783798996715
Encoded,encoded,GNN,Agglo,1,30,Elevators,XGBClassifier,centroid,0.2621772174716771
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,XGBClassifier,centroid,0.1483277560942419
Original,original,,Agglo,4,30,Elevators,XGBClassifier,centroid,0.3589202983521003
Decoded,decoded,MLP,Agglo,1,30,Elevators,XGBClassifier,closest,0.2436039951117053
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Elevators,XGBClassifier,closest,0.2568709612144036
Encoded,encoded,MLP,Agglo,2,30,Elevators,XGBClassifier,closest,0.251529359370071
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Elevators,XGBClassifier,closest,0.1810400969175998
Original,original,,Agglo,4,30,Elevators,XGBClassifier,closest,0.2803064108942169
Decoded,decoded,GNN,Agglo,4,30,Elevators,XGBClassifier,closest,0.3036769130578087
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Elevators,XGBClassifier,closest,0.2740078272802544
Encoded,encoded,GNN,Agglo,1,30,Elevators,XGBClassifier,closest,0.2690042176121758
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Elevators,XGBClassifier,closest,0.1652812669272226
Original,original,,Agglo,3,30,Elevators,XGBClassifier,closest,0.2803064108942169
Decoded,decoded,MLP,KIP,2,30,Elevators,XGBClassifier,centroid,0.3326815901626161
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Elevators,XGBClassifier,centroid,0.3314402531450945
Encoded,encoded,MLP,KIP,3,30,Elevators,XGBClassifier,centroid,0.3350591994401259
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Elevators,XGBClassifier,centroid,0.21511942832047487
Original,original,,KIP,4,30,Elevators,XGBClassifier,centroid,0.3686006593719266
Decoded,decoded,GNN,KIP,2,30,Elevators,XGBClassifier,centroid,0.2944625836033589
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,Elevators,XGBClassifier,centroid,0.29122121654208816
Encoded,encoded,GNN,KIP,3,30,Elevators,XGBClassifier,centroid,0.29735729881954576
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Elevators,XGBClassifier,centroid,0.1396964520983349
Original,original,,KIP,4,30,Elevators,XGBClassifier,centroid,0.3686006593719266
Decoded,decoded,MLP,KMeans,3,30,Elevators,XGBClassifier,centroid,0.28454275623120606
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Elevators,XGBClassifier,centroid,0.24351457077644537
Encoded,encoded,MLP,KMeans,1,30,Elevators,XGBClassifier,centroid,0.22195279066664425
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,XGBClassifier,centroid,0.16601053475222297
Original,original,,KMeans,4,30,Elevators,XGBClassifier,centroid,0.36412785205751064
Decoded,decoded,GNN,KMeans,3,30,Elevators,XGBClassifier,centroid,0.3073394227888905
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Elevators,XGBClassifier,centroid,0.27681064397008703
Encoded,encoded,GNN,KMeans,1,30,Elevators,XGBClassifier,centroid,0.2594217638685038
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,XGBClassifier,centroid,0.13834916668360303
Original,original,,KMeans,4,30,Elevators,XGBClassifier,centroid,0.36412785205751064
Decoded,decoded,MLP,KMeans,3,30,Elevators,XGBClassifier,closest,0.2780647937629177
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Elevators,XGBClassifier,closest,0.26701028468219457
Encoded,encoded,MLP,KMeans,1,30,Elevators,XGBClassifier,closest,0.2522885825801041
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Elevators,XGBClassifier,closest,0.15517092684082026
Original,original,,KMeans,4,30,Elevators,XGBClassifier,closest,0.28527423315539774
Decoded,decoded,GNN,KMeans,3,30,Elevators,XGBClassifier,closest,0.28239003325136103
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Elevators,XGBClassifier,closest,0.26802761904172806
Encoded,encoded,GNN,KMeans,1,30,Elevators,XGBClassifier,closest,0.26213091475262945
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Elevators,XGBClassifier,closest,0.13240015092565677
Original,original,,KMeans,4,30,Elevators,XGBClassifier,closest,0.28527423315539774
Decoded,decoded,MLP,Agglo,4,30,Higgs,GaussianNB,centroid,0.1667560645006079
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Higgs,GaussianNB,centroid,0.1331262057351443
Encoded,encoded,MLP,Agglo,1,30,Higgs,GaussianNB,centroid,0.0981341132232081
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,GaussianNB,centroid,0.0411640795678549
Original,original,,Agglo,2,30,Higgs,GaussianNB,centroid,0.1297311837573602
Decoded,decoded,GNN,Agglo,4,30,Higgs,GaussianNB,centroid,0.1474496531654299
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Higgs,GaussianNB,centroid,0.1407040278253548
Encoded,encoded,GNN,Agglo,1,30,Higgs,GaussianNB,centroid,0.0576077064191689
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,GaussianNB,centroid,-0.0195260524296213
Original,original,,Agglo,2,30,Higgs,GaussianNB,centroid,0.1297311837573602
Decoded,decoded,MLP,Agglo,3,30,Higgs,GaussianNB,closest,0.1271110827211994
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Higgs,GaussianNB,closest,0.1458863253755691
Encoded,encoded,MLP,Agglo,1,30,Higgs,GaussianNB,closest,0.0823278133432325
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,GaussianNB,closest,0.0222134886918157
Original,original,,Agglo,2,30,Higgs,GaussianNB,closest,0.1100848269813194
Decoded,decoded,GNN,Agglo,3,30,Higgs,GaussianNB,closest,0.1436265715364317
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Higgs,GaussianNB,closest,0.1538685046144591
Encoded,encoded,GNN,Agglo,1,30,Higgs,GaussianNB,closest,0.0680591583027586
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,GaussianNB,closest,0.0167601527107599
Original,original,,Agglo,2,30,Higgs,GaussianNB,closest,0.1100848269813194
Decoded,decoded,MLP,KIP,2,30,Higgs,GaussianNB,centroid,0.14768301279051793
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Higgs,GaussianNB,centroid,0.14867067783844617
Encoded,encoded,MLP,KIP,1,30,Higgs,GaussianNB,centroid,0.13891221922790392
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Higgs,GaussianNB,centroid,0.0927030085548744
Original,original,,KIP,4,30,Higgs,GaussianNB,centroid,0.1666958525996065
Decoded,decoded,GNN,KIP,2,30,Higgs,GaussianNB,centroid,0.15079771023766092
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Higgs,GaussianNB,centroid,0.15298715503545987
Encoded,encoded,GNN,KIP,1,30,Higgs,GaussianNB,centroid,0.12583696318507814
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Higgs,GaussianNB,centroid,0.08401650662395348
Original,original,,KIP,4,30,Higgs,GaussianNB,centroid,0.1666958525996065
Decoded,decoded,MLP,KMeans,2,30,Higgs,GaussianNB,centroid,0.1326332062566936
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Higgs,GaussianNB,centroid,0.13529768818553156
Encoded,encoded,MLP,KMeans,1,30,Higgs,GaussianNB,centroid,0.07240653677297088
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,GaussianNB,centroid,0.0191963801689019
Original,original,,KMeans,4,30,Higgs,GaussianNB,centroid,0.13750493815234338
Decoded,decoded,GNN,KMeans,4,30,Higgs,GaussianNB,centroid,0.15230766024329895
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Higgs,GaussianNB,centroid,0.13233182610775324
Encoded,encoded,GNN,KMeans,1,30,Higgs,GaussianNB,centroid,0.050105669465710045
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,GaussianNB,centroid,-0.021300269620681662
Original,original,,KMeans,3,30,Higgs,GaussianNB,centroid,0.13750493815234338
Decoded,decoded,MLP,KMeans,3,30,Higgs,GaussianNB,closest,0.12933788568081842
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Higgs,GaussianNB,closest,0.139838873908565
Encoded,encoded,MLP,KMeans,1,30,Higgs,GaussianNB,closest,0.09318807366775506
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,GaussianNB,closest,0.02919054979337794
Original,original,,KMeans,2,30,Higgs,GaussianNB,closest,0.11432771325202822
Decoded,decoded,GNN,KMeans,3,30,Higgs,GaussianNB,closest,0.1327225213100115
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Higgs,GaussianNB,closest,0.13649689649679836
Encoded,encoded,GNN,KMeans,1,30,Higgs,GaussianNB,closest,0.07158781335517814
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,GaussianNB,closest,-0.00779945620675018
Original,original,,KMeans,2,30,Higgs,GaussianNB,closest,0.11432771325202822
Decoded,decoded,MLP,Agglo,4,30,Higgs,KNeighborsClassifier,centroid,0.1411988212605509
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Higgs,KNeighborsClassifier,centroid,0.1212195542826139
Encoded,encoded,MLP,Agglo,3,30,Higgs,KNeighborsClassifier,centroid,0.1252554589401922
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,KNeighborsClassifier,centroid,0.0526419470640113
Original,original,,Agglo,1,30,Higgs,KNeighborsClassifier,centroid,0.0798393817534967
Decoded,decoded,GNN,Agglo,4,30,Higgs,KNeighborsClassifier,centroid,0.1422371034105763
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Higgs,KNeighborsClassifier,centroid,0.1338553649858515
Encoded,encoded,GNN,Agglo,2,30,Higgs,KNeighborsClassifier,centroid,0.099043478604939
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,KNeighborsClassifier,centroid,0.0228095561586199
Original,original,,Agglo,1,30,Higgs,KNeighborsClassifier,centroid,0.0798393817534967
Decoded,decoded,MLP,Agglo,1,30,Higgs,KNeighborsClassifier,closest,0.1109191006492141
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Higgs,KNeighborsClassifier,closest,0.1247000270723575
Encoded,encoded,MLP,Agglo,2,30,Higgs,KNeighborsClassifier,closest,0.11602303895988
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,KNeighborsClassifier,closest,0.0693989601351303
Original,original,,Agglo,3,30,Higgs,KNeighborsClassifier,closest,0.1203095811529028
Decoded,decoded,GNN,Agglo,2,30,Higgs,KNeighborsClassifier,closest,0.1264920341030152
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Higgs,KNeighborsClassifier,closest,0.1419306176221746
Encoded,encoded,GNN,Agglo,3,30,Higgs,KNeighborsClassifier,closest,0.1411854708398872
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,KNeighborsClassifier,closest,0.064848278963141
Original,original,,Agglo,1,30,Higgs,KNeighborsClassifier,closest,0.1203095811529028
Decoded,decoded,MLP,KIP,2,30,Higgs,KNeighborsClassifier,centroid,0.16539689970007157
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,Higgs,KNeighborsClassifier,centroid,0.169713821651247
Encoded,encoded,MLP,KIP,3,30,Higgs,KNeighborsClassifier,centroid,0.16786828003781964
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Higgs,KNeighborsClassifier,centroid,0.14516001188972752
Original,original,,KIP,1,30,Higgs,KNeighborsClassifier,centroid,0.15347078769384792
Decoded,decoded,GNN,KIP,3,30,Higgs,KNeighborsClassifier,centroid,0.17993922296504314
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Higgs,KNeighborsClassifier,centroid,0.18151039229063334
Encoded,encoded,GNN,KIP,2,30,Higgs,KNeighborsClassifier,centroid,0.15950694178077868
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Higgs,KNeighborsClassifier,centroid,0.11390408556399367
Original,original,,KIP,1,30,Higgs,KNeighborsClassifier,centroid,0.15347078769384792
Decoded,decoded,MLP,KMeans,4,30,Higgs,KNeighborsClassifier,centroid,0.14746024708366537
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Higgs,KNeighborsClassifier,centroid,0.11901775578764132
Encoded,encoded,MLP,KMeans,3,30,Higgs,KNeighborsClassifier,centroid,0.1207721943720969
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,KNeighborsClassifier,centroid,0.05333094354762524
Original,original,,KMeans,1,30,Higgs,KNeighborsClassifier,centroid,0.0604913903227753
Decoded,decoded,GNN,KMeans,4,30,Higgs,KNeighborsClassifier,centroid,0.15971383705557848
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Higgs,KNeighborsClassifier,centroid,0.1342062575354742
Encoded,encoded,GNN,KMeans,2,30,Higgs,KNeighborsClassifier,centroid,0.08465172512957823
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,KNeighborsClassifier,centroid,0.03580407635461982
Original,original,,KMeans,1,30,Higgs,KNeighborsClassifier,centroid,0.0604913903227753
Decoded,decoded,MLP,KMeans,1,30,Higgs,KNeighborsClassifier,closest,0.11815733023724388
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Higgs,KNeighborsClassifier,closest,0.12154797463093855
Encoded,encoded,MLP,KMeans,4,30,Higgs,KNeighborsClassifier,closest,0.12998941541196113
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,KNeighborsClassifier,closest,0.06895038600083332
Original,original,,KMeans,3,30,Higgs,KNeighborsClassifier,closest,0.1255610506732734
Decoded,decoded,GNN,KMeans,2,30,Higgs,KNeighborsClassifier,closest,0.1252175340800446
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Higgs,KNeighborsClassifier,closest,0.14333667667736777
Encoded,encoded,GNN,KMeans,1,30,Higgs,KNeighborsClassifier,closest,0.10760147278699468
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,KNeighborsClassifier,closest,0.05966892587801126
Original,original,,KMeans,3,30,Higgs,KNeighborsClassifier,closest,0.1255610506732734
Decoded,decoded,MLP,Agglo,4,30,Higgs,LogisticRegression,centroid,0.1555189310142665
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Higgs,LogisticRegression,centroid,0.1448075023872209
Encoded,encoded,MLP,Agglo,2,30,Higgs,LogisticRegression,centroid,0.1055254029900232
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Higgs,LogisticRegression,centroid,0.0494968825424906
Original,original,,Agglo,0,30,Higgs,LogisticRegression,centroid,0.0385917945227384
Decoded,decoded,GNN,Agglo,4,30,Higgs,LogisticRegression,centroid,0.1859181628222072
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Higgs,LogisticRegression,centroid,0.1757827135732887
Encoded,encoded,GNN,Agglo,2,30,Higgs,LogisticRegression,centroid,0.087849940258459
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,LogisticRegression,centroid,0.0348027923414385
Original,original,,Agglo,1,30,Higgs,LogisticRegression,centroid,0.0385917945227384
Decoded,decoded,MLP,Agglo,1,30,Higgs,LogisticRegression,closest,0.1113432416606343
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Higgs,LogisticRegression,closest,0.1357131267488081
Encoded,encoded,MLP,Agglo,2,30,Higgs,LogisticRegression,closest,0.1229347531336741
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,LogisticRegression,closest,0.0647489270369859
Original,original,,Agglo,4,30,Higgs,LogisticRegression,closest,0.1457731235225237
Decoded,decoded,GNN,Agglo,2,30,Higgs,LogisticRegression,closest,0.1272598325072668
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Higgs,LogisticRegression,closest,0.1535628711719263
Encoded,encoded,GNN,Agglo,1,30,Higgs,LogisticRegression,closest,0.1166957508612197
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,LogisticRegression,closest,0.0409990107668857
Original,original,,Agglo,3,30,Higgs,LogisticRegression,closest,0.1457731235225237
Decoded,decoded,MLP,KIP,3,30,Higgs,LogisticRegression,centroid,0.1853477703381911
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,Higgs,LogisticRegression,centroid,0.19547897354758537
Encoded,encoded,MLP,KIP,2,30,Higgs,LogisticRegression,centroid,0.17899391916564017
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Higgs,LogisticRegression,centroid,0.11479079639764123
Original,original,,KIP,1,30,Higgs,LogisticRegression,centroid,0.16025463534312726
Decoded,decoded,GNN,KIP,3,30,Higgs,LogisticRegression,centroid,0.20152579254356637
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Higgs,LogisticRegression,centroid,0.201981647817368
Encoded,encoded,GNN,KIP,2,30,Higgs,LogisticRegression,centroid,0.18359205063772627
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Higgs,LogisticRegression,centroid,0.1295687723435332
Original,original,,KIP,1,30,Higgs,LogisticRegression,centroid,0.16025463534312726
Decoded,decoded,MLP,KMeans,4,30,Higgs,LogisticRegression,centroid,0.16594639251600835
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Higgs,LogisticRegression,centroid,0.14369217013256988
Encoded,encoded,MLP,KMeans,2,30,Higgs,LogisticRegression,centroid,0.1123110622679343
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Higgs,LogisticRegression,centroid,0.054651374572962784
Original,original,,KMeans,0,30,Higgs,LogisticRegression,centroid,0.0439825710075127
Decoded,decoded,GNN,KMeans,4,30,Higgs,LogisticRegression,centroid,0.1808163346199068
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Higgs,LogisticRegression,centroid,0.15866233523587653
Encoded,encoded,GNN,KMeans,2,30,Higgs,LogisticRegression,centroid,0.08843038915187466
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,LogisticRegression,centroid,0.0309268463258907
Original,original,,KMeans,1,30,Higgs,LogisticRegression,centroid,0.0439825710075127
Decoded,decoded,MLP,KMeans,1,30,Higgs,LogisticRegression,closest,0.1354946380224841
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Higgs,LogisticRegression,closest,0.14143717616965007
Encoded,encoded,MLP,KMeans,2,30,Higgs,LogisticRegression,closest,0.13760063245993703
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,LogisticRegression,closest,0.06753425839361733
Original,original,,KMeans,4,30,Higgs,LogisticRegression,closest,0.14970463855118066
Decoded,decoded,GNN,KMeans,2,30,Higgs,LogisticRegression,closest,0.14920341769719866
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Higgs,LogisticRegression,closest,0.15979820373709103
Encoded,encoded,GNN,KMeans,1,30,Higgs,LogisticRegression,closest,0.1134024061635556
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,LogisticRegression,closest,0.0535515738839399
Original,original,,KMeans,3,30,Higgs,LogisticRegression,closest,0.14970463855118066
Decoded,decoded,MLP,Agglo,4,30,Higgs,MLPClassifier,centroid,0.2505754003215056
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Higgs,MLPClassifier,centroid,0.242697511958424
Encoded,encoded,MLP,Agglo,1,30,Higgs,MLPClassifier,centroid,0.2054226210220566
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,MLPClassifier,centroid,0.1570755401530268
Original,original,,Agglo,2,30,Higgs,MLPClassifier,centroid,0.2136858738979892
Decoded,decoded,GNN,Agglo,4,30,Higgs,MLPClassifier,centroid,0.2782934599261842
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Higgs,MLPClassifier,centroid,0.2607538731089046
Encoded,encoded,GNN,Agglo,1,30,Higgs,MLPClassifier,centroid,0.19318841889425
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,MLPClassifier,centroid,0.1553307358339824
Original,original,,Agglo,2,30,Higgs,MLPClassifier,centroid,0.2136858738979892
Decoded,decoded,MLP,Agglo,1,30,Higgs,MLPClassifier,closest,0.2190458301656353
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Higgs,MLPClassifier,closest,0.2324262700954688
Encoded,encoded,MLP,Agglo,2,30,Higgs,MLPClassifier,closest,0.2216570788775454
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,MLPClassifier,closest,0.1704738142727649
Original,original,,Agglo,3,30,Higgs,MLPClassifier,closest,0.2321772432712306
Decoded,decoded,GNN,Agglo,3,30,Higgs,MLPClassifier,closest,0.2413118684082919
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Higgs,MLPClassifier,closest,0.2491838902615364
Encoded,encoded,GNN,Agglo,1,30,Higgs,MLPClassifier,closest,0.2146418803410335
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,MLPClassifier,closest,0.173241503246996
Original,original,,Agglo,2,30,Higgs,MLPClassifier,closest,0.2321772432712306
Decoded,decoded,MLP,KIP,3,30,Higgs,MLPClassifier,centroid,0.28032544684944705
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,Higgs,MLPClassifier,centroid,0.28189620094730844
Encoded,encoded,MLP,KIP,2,30,Higgs,MLPClassifier,centroid,0.2705380173564214
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Higgs,MLPClassifier,centroid,0.22589132752025654
Original,original,,KIP,1,30,Higgs,MLPClassifier,centroid,0.266673197178506
Decoded,decoded,GNN,KIP,3,30,Higgs,MLPClassifier,centroid,0.2912927905183017
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,Higgs,MLPClassifier,centroid,0.29695219952140756
Encoded,encoded,GNN,KIP,2,30,Higgs,MLPClassifier,centroid,0.27442128184126435
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Higgs,MLPClassifier,centroid,0.23134055903093395
Original,original,,KIP,1,30,Higgs,MLPClassifier,centroid,0.266673197178506
Decoded,decoded,MLP,KMeans,4,30,Higgs,MLPClassifier,centroid,0.2564962053589238
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Higgs,MLPClassifier,centroid,0.24255493751802
Encoded,encoded,MLP,KMeans,1,30,Higgs,MLPClassifier,centroid,0.1978501874858325
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,MLPClassifier,centroid,0.1563005298788125
Original,original,,KMeans,2,30,Higgs,MLPClassifier,centroid,0.21685799223837282
Decoded,decoded,GNN,KMeans,4,30,Higgs,MLPClassifier,centroid,0.27180099609686764
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Higgs,MLPClassifier,centroid,0.24584029253494716
Encoded,encoded,GNN,KMeans,1,30,Higgs,MLPClassifier,centroid,0.18603977681397832
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,MLPClassifier,centroid,0.15037704449823325
Original,original,,KMeans,2,30,Higgs,MLPClassifier,centroid,0.21685799223837282
Decoded,decoded,MLP,KMeans,2,30,Higgs,MLPClassifier,closest,0.23196304526406056
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Higgs,MLPClassifier,closest,0.24023527781105036
Encoded,encoded,MLP,KMeans,1,30,Higgs,MLPClassifier,closest,0.22950482641675296
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,MLPClassifier,closest,0.17403258515082592
Original,original,,KMeans,3,30,Higgs,MLPClassifier,closest,0.23471852668315515
Decoded,decoded,GNN,KMeans,3,30,Higgs,MLPClassifier,closest,0.24495054375767117
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Higgs,MLPClassifier,closest,0.2534556637085031
Encoded,encoded,GNN,KMeans,1,30,Higgs,MLPClassifier,closest,0.20332267644884155
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,MLPClassifier,closest,0.18100578990625532
Original,original,,KMeans,2,30,Higgs,MLPClassifier,closest,0.23471852668315515
Decoded,decoded,MLP,Agglo,2,30,Higgs,XGBClassifier,centroid,0.2868680475193653
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Higgs,XGBClassifier,centroid,0.2938490375971554
Encoded,encoded,MLP,Agglo,1,30,Higgs,XGBClassifier,centroid,0.2559577037904266
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,XGBClassifier,centroid,0.2150292033183657
Original,original,,Agglo,4,30,Higgs,XGBClassifier,centroid,0.2949281110397392
Decoded,decoded,GNN,Agglo,3,30,Higgs,XGBClassifier,centroid,0.2905901080084488
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Higgs,XGBClassifier,centroid,0.2697992565681549
Encoded,encoded,GNN,Agglo,1,30,Higgs,XGBClassifier,centroid,0.2365583749196552
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,XGBClassifier,centroid,0.2038116740601326
Original,original,,Agglo,4,30,Higgs,XGBClassifier,centroid,0.2949281110397392
Decoded,decoded,MLP,Agglo,1,30,Higgs,XGBClassifier,closest,0.217606344072181
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Higgs,XGBClassifier,closest,0.236315313312365
Encoded,encoded,MLP,Agglo,3,30,Higgs,XGBClassifier,closest,0.2537688149494385
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Higgs,XGBClassifier,closest,0.2142681731148817
Original,original,,Agglo,4,30,Higgs,XGBClassifier,closest,0.2569501198166444
Decoded,decoded,GNN,Agglo,1,30,Higgs,XGBClassifier,closest,0.2495645573887135
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Higgs,XGBClassifier,closest,0.2583154424388439
Encoded,encoded,GNN,Agglo,4,30,Higgs,XGBClassifier,closest,0.2693674578280925
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Higgs,XGBClassifier,closest,0.1959236936413727
Original,original,,Agglo,2,30,Higgs,XGBClassifier,closest,0.2569501198166444
Decoded,decoded,MLP,KIP,3,30,Higgs,XGBClassifier,centroid,0.29351566957006214
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Higgs,XGBClassifier,centroid,0.2861893431444822
Encoded,encoded,MLP,KIP,2,30,Higgs,XGBClassifier,centroid,0.2913043632227258
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Higgs,XGBClassifier,centroid,0.27025598246671806
Original,original,,KIP,4,30,Higgs,XGBClassifier,centroid,0.30640461176553657
Decoded,decoded,GNN,KIP,3,30,Higgs,XGBClassifier,centroid,0.3022859954430054
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Higgs,XGBClassifier,centroid,0.3007897141418949
Encoded,encoded,GNN,KIP,1,30,Higgs,XGBClassifier,centroid,0.2982662050138435
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Higgs,XGBClassifier,centroid,0.26979263088118244
Original,original,,KIP,4,30,Higgs,XGBClassifier,centroid,0.30640461176553657
Decoded,decoded,MLP,KMeans,3,30,Higgs,XGBClassifier,centroid,0.2955254801031287
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Higgs,XGBClassifier,centroid,0.2442409539100585
Encoded,encoded,MLP,KMeans,2,30,Higgs,XGBClassifier,centroid,0.2574063478905475
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,XGBClassifier,centroid,0.2097897681327756
Original,original,,KMeans,4,30,Higgs,XGBClassifier,centroid,0.3052663587749448
Decoded,decoded,GNN,KMeans,3,30,Higgs,XGBClassifier,centroid,0.28512708283165944
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Higgs,XGBClassifier,centroid,0.2686275877387735
Encoded,encoded,GNN,KMeans,1,30,Higgs,XGBClassifier,centroid,0.23546870345724336
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,XGBClassifier,centroid,0.2052423451503563
Original,original,,KMeans,4,30,Higgs,XGBClassifier,centroid,0.3052663587749448
Decoded,decoded,MLP,KMeans,2,30,Higgs,XGBClassifier,closest,0.2561004973524965
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Higgs,XGBClassifier,closest,0.2537190119545663
Encoded,encoded,MLP,KMeans,4,30,Higgs,XGBClassifier,closest,0.26716619522158125
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Higgs,XGBClassifier,closest,0.2406323923112879
Original,original,,KMeans,3,30,Higgs,XGBClassifier,closest,0.2572325814230723
Decoded,decoded,GNN,KMeans,4,30,Higgs,XGBClassifier,closest,0.26077910483119837
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Higgs,XGBClassifier,closest,0.25430781535447267
Encoded,encoded,GNN,KMeans,2,30,Higgs,XGBClassifier,closest,0.25524669213476037
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Higgs,XGBClassifier,closest,0.22236499354470243
Original,original,,KMeans,3,30,Higgs,XGBClassifier,closest,0.2572325814230723
Decoded,decoded,MLP,Agglo,2,30,HomeEquityCredit,GaussianNB,centroid,0.0549132947976877
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,HomeEquityCredit,GaussianNB,centroid,0.1551059730250481
Encoded,encoded,MLP,Agglo,0,30,HomeEquityCredit,GaussianNB,centroid,0.0028901734104046
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,HomeEquityCredit,GaussianNB,centroid,0.0077071290944121
Original,original,,Agglo,3,30,HomeEquityCredit,GaussianNB,centroid,0.0732177263969171
Decoded,decoded,GNN,Agglo,3,30,HomeEquityCredit,GaussianNB,centroid,0.0847784200385356
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,GaussianNB,centroid,0.2254335260115605
Encoded,encoded,GNN,Agglo,1,30,HomeEquityCredit,GaussianNB,centroid,0.0289017341040462
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,HomeEquityCredit,GaussianNB,centroid,0.0279383429672446
Original,original,,Agglo,2,30,HomeEquityCredit,GaussianNB,centroid,0.0732177263969171
Decoded,decoded,MLP,Agglo,2,30,HomeEquityCredit,GaussianNB,closest,0.0568400770712909
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,HomeEquityCredit,GaussianNB,closest,0.1435452793834296
Encoded,encoded,MLP,Agglo,1,30,HomeEquityCredit,GaussianNB,closest,0.0346820809248555
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,HomeEquityCredit,GaussianNB,closest,-0.0028901734104046
Original,original,,Agglo,3,30,HomeEquityCredit,GaussianNB,closest,0.1011560693641617
Decoded,decoded,GNN,Agglo,4,30,HomeEquityCredit,GaussianNB,closest,0.1608863198458573
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,HomeEquityCredit,GaussianNB,closest,0.0973025048169555
Encoded,encoded,GNN,Agglo,1,30,HomeEquityCredit,GaussianNB,closest,0.0558766859344893
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,HomeEquityCredit,GaussianNB,closest,0.0366088631984585
Original,original,,Agglo,3,30,HomeEquityCredit,GaussianNB,closest,0.1011560693641617
Decoded,decoded,MLP,KIP,3,30,HomeEquityCredit,GaussianNB,centroid,0.22350674373795748
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,HomeEquityCredit,GaussianNB,centroid,0.22254335260115599
Encoded,encoded,MLP,KIP,1,30,HomeEquityCredit,GaussianNB,centroid,0.1547206165703274
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,HomeEquityCredit,GaussianNB,centroid,0.11059730250481685
Original,original,,KIP,4,30,HomeEquityCredit,GaussianNB,centroid,0.26859344894026965
Decoded,decoded,GNN,KIP,4,30,HomeEquityCredit,GaussianNB,centroid,0.27745664739884385
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,HomeEquityCredit,GaussianNB,centroid,0.24007707129094405
Encoded,encoded,GNN,KIP,1,30,HomeEquityCredit,GaussianNB,centroid,0.13025048169556835
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,HomeEquityCredit,GaussianNB,centroid,0.08362235067437367
Original,original,,KIP,3,30,HomeEquityCredit,GaussianNB,centroid,0.26859344894026965
Decoded,decoded,MLP,KMeans,3,30,HomeEquityCredit,GaussianNB,centroid,0.12138728323699408
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,HomeEquityCredit,GaussianNB,centroid,0.13217726396917137
Encoded,encoded,MLP,KMeans,1,30,HomeEquityCredit,GaussianNB,centroid,0.008092485549132899
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,GaussianNB,centroid,0.005587668593448879
Original,original,,KMeans,2,30,HomeEquityCredit,GaussianNB,centroid,0.06146435452793816
Decoded,decoded,GNN,KMeans,4,30,HomeEquityCredit,GaussianNB,centroid,0.14161849710982652
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,HomeEquityCredit,GaussianNB,centroid,0.10231213872832359
Encoded,encoded,GNN,KMeans,1,30,HomeEquityCredit,GaussianNB,centroid,0.0315992292870904
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,GaussianNB,centroid,0.01348747591522148
Original,original,,KMeans,2,30,HomeEquityCredit,GaussianNB,centroid,0.06146435452793816
Decoded,decoded,MLP,KMeans,2,30,HomeEquityCredit,GaussianNB,closest,0.07475915221579942
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,HomeEquityCredit,GaussianNB,closest,0.14450867052023111
Encoded,encoded,MLP,KMeans,1,30,HomeEquityCredit,GaussianNB,closest,0.031599229287090504
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,GaussianNB,closest,0.013487475915221458
Original,original,,KMeans,3,30,HomeEquityCredit,GaussianNB,closest,0.1398843930635837
Decoded,decoded,GNN,KMeans,4,30,HomeEquityCredit,GaussianNB,closest,0.15741811175337178
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,HomeEquityCredit,GaussianNB,closest,0.12774566473988436
Encoded,encoded,GNN,KMeans,1,30,HomeEquityCredit,GaussianNB,closest,0.04258188824662802
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,GaussianNB,closest,0.0208092485549132
Original,original,,KMeans,3,30,HomeEquityCredit,GaussianNB,closest,0.1398843930635837
Decoded,decoded,MLP,Agglo,3,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0458536585365855
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0468292682926829
Encoded,encoded,MLP,Agglo,2,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0302439024390243
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0029268292682926
Original,original,,Agglo,0,30,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0048780487804879
Decoded,decoded,GNN,Agglo,3,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0692682926829268
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0858536585365853
Encoded,encoded,GNN,Agglo,2,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0273170731707316
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.015609756097561
Original,original,,Agglo,0,30,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0048780487804879
Decoded,decoded,MLP,Agglo,2,30,HomeEquityCredit,KNeighborsClassifier,closest,0.041951219512195
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0458536585365855
Encoded,encoded,MLP,Agglo,4,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0682926829268292
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0273170731707316
Original,original,,Agglo,0,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0273170731707316
Decoded,decoded,GNN,Agglo,3,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0780487804878048
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0936585365853659
Encoded,encoded,GNN,Agglo,1,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0595121951219511
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0712195121951219
Original,original,,Agglo,0,30,HomeEquityCredit,KNeighborsClassifier,closest,0.0273170731707316
Decoded,decoded,MLP,KIP,4,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.22458536585365846
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.19765853658536586
Encoded,encoded,MLP,KIP,1,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.17014634146341465
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.14029268292682923
Original,original,,KIP,2,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.17482926829268292
Decoded,decoded,GNN,KIP,2,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.17073170731707316
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.17190243902439023
Encoded,encoded,GNN,KIP,0,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.14068292682926825
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.14165853658536587
Original,original,,KIP,4,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.17482926829268292
Decoded,decoded,MLP,KMeans,4,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.04721951219512196
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.04507317073170731
Encoded,encoded,MLP,KMeans,2,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0275121951219512
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.005463414634146359
Original,original,,KMeans,1,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.00917073170731706
Decoded,decoded,GNN,KMeans,3,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.07668292682926826
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.09482926829268294
Encoded,encoded,GNN,KMeans,2,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.02887804878048784
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.0021463414634146603
Original,original,,KMeans,1,30,HomeEquityCredit,KNeighborsClassifier,centroid,0.00917073170731706
Decoded,decoded,MLP,KMeans,1,30,HomeEquityCredit,KNeighborsClassifier,closest,0.04195121951219504
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,HomeEquityCredit,KNeighborsClassifier,closest,0.043512195121951244
Encoded,encoded,MLP,KMeans,4,30,HomeEquityCredit,KNeighborsClassifier,closest,0.04468292682926826
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,KNeighborsClassifier,closest,0.017951219512195138
Original,original,,KMeans,3,30,HomeEquityCredit,KNeighborsClassifier,closest,0.04390243902439016
Decoded,decoded,GNN,KMeans,2,30,HomeEquityCredit,KNeighborsClassifier,closest,0.04624390243902441
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,HomeEquityCredit,KNeighborsClassifier,closest,0.05346341463414628
Encoded,encoded,GNN,KMeans,3,30,HomeEquityCredit,KNeighborsClassifier,closest,0.05209756097560967
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,KNeighborsClassifier,closest,0.027707317073170663
Original,original,,KMeans,1,30,HomeEquityCredit,KNeighborsClassifier,closest,0.04390243902439016
Decoded,decoded,MLP,Agglo,4,30,HomeEquityCredit,LogisticRegression,centroid,0.1688191881918819
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,HomeEquityCredit,LogisticRegression,centroid,0.1337638376383764
Encoded,encoded,MLP,Agglo,2,30,HomeEquityCredit,LogisticRegression,centroid,0.0968634686346864
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,HomeEquityCredit,LogisticRegression,centroid,0.0830258302583025
Original,original,,Agglo,0,30,HomeEquityCredit,LogisticRegression,centroid,0.081180811808118
Decoded,decoded,GNN,Agglo,3,30,HomeEquityCredit,LogisticRegression,centroid,0.1734317343173431
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,LogisticRegression,centroid,0.2066420664206641
Encoded,encoded,GNN,Agglo,1,30,HomeEquityCredit,LogisticRegression,centroid,0.0728782287822879
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,HomeEquityCredit,LogisticRegression,centroid,0.0664206642066419
Original,original,,Agglo,2,30,HomeEquityCredit,LogisticRegression,centroid,0.081180811808118
Decoded,decoded,MLP,Agglo,0,30,HomeEquityCredit,LogisticRegression,closest,0.0765682656826568
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,HomeEquityCredit,LogisticRegression,closest,0.0968634686346862
Encoded,encoded,MLP,Agglo,1,30,HomeEquityCredit,LogisticRegression,closest,0.0839483394833948
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,HomeEquityCredit,LogisticRegression,closest,0.0931734317343173
Original,original,,Agglo,4,30,HomeEquityCredit,LogisticRegression,closest,0.1051660516605167
Decoded,decoded,GNN,Agglo,1,30,HomeEquityCredit,LogisticRegression,closest,0.099630996309963
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,LogisticRegression,closest,0.1549815498154981
Encoded,encoded,GNN,Agglo,0,30,HomeEquityCredit,LogisticRegression,closest,0.0977859778597785
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,HomeEquityCredit,LogisticRegression,closest,0.1439114391143911
Original,original,,Agglo,2,30,HomeEquityCredit,LogisticRegression,closest,0.1051660516605167
Decoded,decoded,MLP,KIP,3,30,HomeEquityCredit,LogisticRegression,centroid,0.21623616236162357
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,HomeEquityCredit,LogisticRegression,centroid,0.22933579335793358
Encoded,encoded,MLP,KIP,1,30,HomeEquityCredit,LogisticRegression,centroid,0.17140221402214015
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,HomeEquityCredit,LogisticRegression,centroid,0.13487084870848703
Original,original,,KIP,2,30,HomeEquityCredit,LogisticRegression,centroid,0.21383763837638373
Decoded,decoded,GNN,KIP,4,30,HomeEquityCredit,LogisticRegression,centroid,0.23154981549815493
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,HomeEquityCredit,LogisticRegression,centroid,0.2095940959409594
Encoded,encoded,GNN,KIP,1,30,HomeEquityCredit,LogisticRegression,centroid,0.14206642066420666
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,HomeEquityCredit,LogisticRegression,centroid,0.13302583025830253
Original,original,,KIP,3,30,HomeEquityCredit,LogisticRegression,centroid,0.21383763837638373
Decoded,decoded,MLP,KMeans,4,30,HomeEquityCredit,LogisticRegression,centroid,0.15977859778597786
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,HomeEquityCredit,LogisticRegression,centroid,0.13523985239852393
Encoded,encoded,MLP,KMeans,2,30,HomeEquityCredit,LogisticRegression,centroid,0.09907749077490773
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,HomeEquityCredit,LogisticRegression,centroid,0.09354243542435421
Original,original,,KMeans,0,30,HomeEquityCredit,LogisticRegression,centroid,0.08265682656826565
Decoded,decoded,GNN,KMeans,3,30,HomeEquityCredit,LogisticRegression,centroid,0.12859778597785979
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,HomeEquityCredit,LogisticRegression,centroid,0.16143911439114395
Encoded,encoded,GNN,KMeans,1,30,HomeEquityCredit,LogisticRegression,centroid,0.07287822878228781
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,LogisticRegression,centroid,0.04428044280442804
Original,original,,KMeans,2,30,HomeEquityCredit,LogisticRegression,centroid,0.08265682656826565
Decoded,decoded,MLP,KMeans,2,30,HomeEquityCredit,LogisticRegression,closest,0.09815498154981554
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,HomeEquityCredit,LogisticRegression,closest,0.1317343173431734
Encoded,encoded,MLP,KMeans,1,30,HomeEquityCredit,LogisticRegression,closest,0.08856088560885607
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,LogisticRegression,closest,0.08118081180811806
Original,original,,KMeans,4,30,HomeEquityCredit,LogisticRegression,closest,0.1328413284132841
Decoded,decoded,GNN,KMeans,2,30,HomeEquityCredit,LogisticRegression,closest,0.10239852398523974
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,HomeEquityCredit,LogisticRegression,closest,0.12398523985239854
Encoded,encoded,GNN,KMeans,0,30,HomeEquityCredit,LogisticRegression,closest,0.08523985239852391
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,HomeEquityCredit,LogisticRegression,closest,0.09335793357933572
Original,original,,KMeans,4,30,HomeEquityCredit,LogisticRegression,closest,0.1328413284132841
Decoded,decoded,MLP,Agglo,4,30,HomeEquityCredit,MLPClassifier,centroid,0.1543498596819457
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,HomeEquityCredit,MLPClassifier,centroid,0.1234798877455565
Encoded,encoded,MLP,Agglo,2,30,HomeEquityCredit,MLPClassifier,centroid,0.1047708138447146
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,HomeEquityCredit,MLPClassifier,centroid,0.0804490177736202
Original,original,,Agglo,1,30,HomeEquityCredit,MLPClassifier,centroid,0.0879326473339569
Decoded,decoded,GNN,Agglo,3,30,HomeEquityCredit,MLPClassifier,centroid,0.1216089803554724
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,MLPClassifier,centroid,0.1842843779232929
Encoded,encoded,GNN,Agglo,1,30,HomeEquityCredit,MLPClassifier,centroid,0.0860617399438728
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,HomeEquityCredit,MLPClassifier,centroid,0.0813844714686622
Original,original,,Agglo,2,30,HomeEquityCredit,MLPClassifier,centroid,0.0879326473339569
Decoded,decoded,MLP,Agglo,0,30,HomeEquityCredit,MLPClassifier,closest,0.0598690364826942
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,HomeEquityCredit,MLPClassifier,closest,0.0841908325537885
Encoded,encoded,MLP,Agglo,4,30,HomeEquityCredit,MLPClassifier,closest,0.0963517305893358
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,HomeEquityCredit,MLPClassifier,closest,0.0664172123479887
Original,original,,Agglo,2,30,HomeEquityCredit,MLPClassifier,closest,0.0832553788587465
Decoded,decoded,GNN,Agglo,1,30,HomeEquityCredit,MLPClassifier,closest,0.088868101028999
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,MLPClassifier,closest,0.1290926099158091
Encoded,encoded,GNN,Agglo,2,30,HomeEquityCredit,MLPClassifier,closest,0.0916744621141253
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,HomeEquityCredit,MLPClassifier,closest,0.1122544434050513
Original,original,,Agglo,0,30,HomeEquityCredit,MLPClassifier,closest,0.0832553788587465
Decoded,decoded,MLP,KIP,3,30,HomeEquityCredit,MLPClassifier,centroid,0.20486435921421883
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,HomeEquityCredit,MLPClassifier,centroid,0.21945743685687552
Encoded,encoded,MLP,KIP,1,30,HomeEquityCredit,MLPClassifier,centroid,0.1537885874649205
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,HomeEquityCredit,MLPClassifier,centroid,0.1141253507951356
Original,original,,KIP,2,30,HomeEquityCredit,MLPClassifier,centroid,0.17249766136576236
Decoded,decoded,GNN,KIP,4,30,HomeEquityCredit,MLPClassifier,centroid,0.22114125350795133
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,HomeEquityCredit,MLPClassifier,centroid,0.1971936389148737
Encoded,encoded,GNN,KIP,1,30,HomeEquityCredit,MLPClassifier,centroid,0.13171188026192698
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,HomeEquityCredit,MLPClassifier,centroid,0.12478952291861548
Original,original,,KIP,2,30,HomeEquityCredit,MLPClassifier,centroid,0.17249766136576236
Decoded,decoded,MLP,KMeans,4,30,HomeEquityCredit,MLPClassifier,centroid,0.15191768007483628
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,HomeEquityCredit,MLPClassifier,centroid,0.13115060804490178
Encoded,encoded,MLP,KMeans,1,30,HomeEquityCredit,MLPClassifier,centroid,0.09560336763330209
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,MLPClassifier,centroid,0.08643592142188958
Original,original,,KMeans,2,30,HomeEquityCredit,MLPClassifier,centroid,0.12535079513564074
Decoded,decoded,GNN,KMeans,2,30,HomeEquityCredit,MLPClassifier,centroid,0.11431244153414406
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,HomeEquityCredit,MLPClassifier,centroid,0.13788587464920482
Encoded,encoded,GNN,KMeans,1,30,HomeEquityCredit,MLPClassifier,centroid,0.08138447146866232
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,MLPClassifier,centroid,0.05425631431244151
Original,original,,KMeans,3,30,HomeEquityCredit,MLPClassifier,centroid,0.12535079513564074
Decoded,decoded,MLP,KMeans,2,30,HomeEquityCredit,MLPClassifier,closest,0.09186155285313377
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,HomeEquityCredit,MLPClassifier,closest,0.11169317118802613
Encoded,encoded,MLP,KMeans,1,30,HomeEquityCredit,MLPClassifier,closest,0.08624883068288117
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,MLPClassifier,closest,0.07614593077642653
Original,original,,KMeans,4,30,HomeEquityCredit,MLPClassifier,closest,0.11412535079513561
Decoded,decoded,GNN,KMeans,2,30,HomeEquityCredit,MLPClassifier,closest,0.09260991580916744
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,HomeEquityCredit,MLPClassifier,closest,0.10514499532273151
Encoded,encoded,GNN,KMeans,0,30,HomeEquityCredit,MLPClassifier,closest,0.0813844714686622
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,HomeEquityCredit,MLPClassifier,closest,0.09186155285313372
Original,original,,KMeans,4,30,HomeEquityCredit,MLPClassifier,closest,0.11412535079513561
Decoded,decoded,MLP,Agglo,3,30,HomeEquityCredit,XGBClassifier,centroid,0.1268011527377521
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,HomeEquityCredit,XGBClassifier,centroid,0.1162343900096061
Encoded,encoded,MLP,Agglo,1,30,HomeEquityCredit,XGBClassifier,centroid,0.0960614793467819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,HomeEquityCredit,XGBClassifier,centroid,0.0393852065321805
Original,original,,Agglo,4,30,HomeEquityCredit,XGBClassifier,centroid,0.2017291066282421
Decoded,decoded,GNN,Agglo,3,30,HomeEquityCredit,XGBClassifier,centroid,0.1825168107588856
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,HomeEquityCredit,XGBClassifier,centroid,0.1633045148895292
Encoded,encoded,GNN,Agglo,1,30,HomeEquityCredit,XGBClassifier,centroid,0.1075888568683957
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,HomeEquityCredit,XGBClassifier,centroid,0.0441882804995196
Original,original,,Agglo,4,30,HomeEquityCredit,XGBClassifier,centroid,0.2017291066282421
Decoded,decoded,MLP,Agglo,1,30,HomeEquityCredit,XGBClassifier,closest,0.0624399615754081
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,HomeEquityCredit,XGBClassifier,closest,0.0566762728146011
Encoded,encoded,MLP,Agglo,4,30,HomeEquityCredit,XGBClassifier,closest,0.0883765609990392
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,HomeEquityCredit,XGBClassifier,closest,0.0720461095100865
Original,original,,Agglo,3,30,HomeEquityCredit,XGBClassifier,closest,0.0806916426512967
Decoded,decoded,GNN,Agglo,1,30,HomeEquityCredit,XGBClassifier,closest,0.1229586935638807
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,HomeEquityCredit,XGBClassifier,closest,0.170028818443804
Encoded,encoded,GNN,Agglo,2,30,HomeEquityCredit,XGBClassifier,closest,0.1287223823246877
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,30,HomeEquityCredit,XGBClassifier,closest,0.174831892411143
Original,original,,Agglo,0,30,HomeEquityCredit,XGBClassifier,closest,0.0806916426512967
Decoded,decoded,MLP,KIP,2,30,HomeEquityCredit,XGBClassifier,centroid,0.21171950048030727
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,HomeEquityCredit,XGBClassifier,centroid,0.2186359269932756
Encoded,encoded,MLP,KIP,1,30,HomeEquityCredit,XGBClassifier,centroid,0.1950048030739673
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,HomeEquityCredit,XGBClassifier,centroid,0.13871277617675298
Original,original,,KIP,4,30,HomeEquityCredit,XGBClassifier,centroid,0.2597502401536983
Decoded,decoded,GNN,KIP,0,30,HomeEquityCredit,XGBClassifier,centroid,0.17002881844380396
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,HomeEquityCredit,XGBClassifier,centroid,0.18213256484149848
Encoded,encoded,GNN,KIP,3,30,HomeEquityCredit,XGBClassifier,centroid,0.19173871277617666
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,HomeEquityCredit,XGBClassifier,centroid,0.17348703170028806
Original,original,,KIP,4,30,HomeEquityCredit,XGBClassifier,centroid,0.2597502401536983
Decoded,decoded,MLP,KMeans,3,30,HomeEquityCredit,XGBClassifier,centroid,0.11930835734870307
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,HomeEquityCredit,XGBClassifier,centroid,0.10393852065321796
Encoded,encoded,MLP,KMeans,1,30,HomeEquityCredit,XGBClassifier,centroid,0.07646493756003832
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,HomeEquityCredit,XGBClassifier,centroid,0.05168107588856853
Original,original,,KMeans,4,30,HomeEquityCredit,XGBClassifier,centroid,0.24841498559077801
Decoded,decoded,GNN,KMeans,3,30,HomeEquityCredit,XGBClassifier,centroid,0.16945244956772326
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,HomeEquityCredit,XGBClassifier,centroid,0.14774255523535054
Encoded,encoded,GNN,KMeans,1,30,HomeEquityCredit,XGBClassifier,centroid,0.09356388088376548
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,XGBClassifier,centroid,0.08184438040345812
Original,original,,KMeans,4,30,HomeEquityCredit,XGBClassifier,centroid,0.24841498559077801
Decoded,decoded,MLP,KMeans,0,30,HomeEquityCredit,XGBClassifier,closest,0.06916426512968292
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,HomeEquityCredit,XGBClassifier,closest,0.11392891450528327
Encoded,encoded,MLP,KMeans,2,30,HomeEquityCredit,XGBClassifier,closest,0.08146013448607098
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,HomeEquityCredit,XGBClassifier,closest,0.08126801152737742
Original,original,,KMeans,3,30,HomeEquityCredit,XGBClassifier,closest,0.09567723342939473
Decoded,decoded,GNN,KMeans,4,30,HomeEquityCredit,XGBClassifier,closest,0.10278578290105655
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,HomeEquityCredit,XGBClassifier,closest,0.0887608069164264
Encoded,encoded,GNN,KMeans,3,30,HomeEquityCredit,XGBClassifier,closest,0.10240153698366941
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,HomeEquityCredit,XGBClassifier,closest,0.09836695485110455
Original,original,,KMeans,1,30,HomeEquityCredit,XGBClassifier,closest,0.09567723342939473
Decoded,decoded,MLP,Agglo,2,30,House,GaussianNB,centroid,0.088467256484352
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,House,GaussianNB,centroid,0.1913502400012951
Encoded,encoded,MLP,Agglo,1,30,House,GaussianNB,centroid,0.0841059513305973
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,GaussianNB,centroid,-0.0578436848225824
Original,original,,Agglo,3,30,House,GaussianNB,centroid,0.1007816568318749
Decoded,decoded,GNN,Agglo,3,30,House,GaussianNB,centroid,0.1343640302949358
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,House,GaussianNB,centroid,0.1997447541032261
Encoded,encoded,GNN,Agglo,1,30,House,GaussianNB,centroid,0.0648006194974406
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,GaussianNB,centroid,-0.0502051950364655
Original,original,,Agglo,2,30,House,GaussianNB,centroid,0.1007816568318749
Decoded,decoded,MLP,Agglo,3,30,House,GaussianNB,closest,0.1148595742843806
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,House,GaussianNB,closest,0.1204285756685364
Encoded,encoded,MLP,Agglo,2,30,House,GaussianNB,closest,0.1047047808689691
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,GaussianNB,closest,-0.0560661372877561
Original,original,,Agglo,1,30,House,GaussianNB,closest,0.0531747894760983
Decoded,decoded,GNN,Agglo,4,30,House,GaussianNB,closest,0.1165831586275
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,House,GaussianNB,closest,0.09321277956306
Encoded,encoded,GNN,Agglo,2,30,House,GaussianNB,closest,0.0733429927446487
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,GaussianNB,closest,-0.044738723716553
Original,original,,Agglo,1,30,House,GaussianNB,closest,0.0531747894760983
Decoded,decoded,MLP,KIP,4,30,House,GaussianNB,centroid,0.267654840633204
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,House,GaussianNB,centroid,0.24101709823729225
Encoded,encoded,MLP,KIP,1,30,House,GaussianNB,centroid,0.14821044565501856
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,House,GaussianNB,centroid,-0.052161792441375796
Original,original,,KIP,3,30,House,GaussianNB,centroid,0.2620569149782932
Decoded,decoded,GNN,KIP,2,30,House,GaussianNB,centroid,0.24532228167167167
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,House,GaussianNB,centroid,0.26495862372275863
Encoded,encoded,GNN,KIP,1,30,House,GaussianNB,centroid,0.1888269211570787
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,House,GaussianNB,centroid,-0.03193379795641396
Original,original,,KIP,3,30,House,GaussianNB,centroid,0.2620569149782932
Decoded,decoded,MLP,KMeans,3,30,House,GaussianNB,centroid,0.08343346203554539
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,House,GaussianNB,centroid,0.17472051113935178
Encoded,encoded,MLP,KMeans,2,30,House,GaussianNB,centroid,0.0683708242607717
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,GaussianNB,centroid,-0.061804906873021925
Original,original,,KMeans,1,30,House,GaussianNB,centroid,0.06377693775076007
Decoded,decoded,GNN,KMeans,4,30,House,GaussianNB,centroid,0.22120645507699188
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,House,GaussianNB,centroid,0.17261810519044957
Encoded,encoded,GNN,KMeans,2,30,House,GaussianNB,centroid,0.06963852756035098
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,GaussianNB,centroid,-0.05047511892138377
Original,original,,KMeans,1,30,House,GaussianNB,centroid,0.06377693775076007
Decoded,decoded,MLP,KMeans,1,30,House,GaussianNB,closest,0.0690787134095831
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,House,GaussianNB,closest,0.1542201104626534
Encoded,encoded,MLP,KMeans,2,30,House,GaussianNB,closest,0.08198994665738489
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,GaussianNB,closest,-0.0608352962444317
Original,original,,KMeans,3,30,House,GaussianNB,closest,0.09863359802278851
Decoded,decoded,GNN,KMeans,4,30,House,GaussianNB,closest,0.11556368600977263
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,House,GaussianNB,closest,0.10542497362548993
Encoded,encoded,GNN,KMeans,1,30,House,GaussianNB,closest,0.07258243552073121
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,GaussianNB,closest,-0.04697927543622498
Original,original,,KMeans,2,30,House,GaussianNB,closest,0.09863359802278851
Decoded,decoded,MLP,Agglo,4,30,House,KNeighborsClassifier,centroid,0.1350730650636793
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,House,KNeighborsClassifier,centroid,0.1305076451447047
Encoded,encoded,MLP,Agglo,2,30,House,KNeighborsClassifier,centroid,0.1056720186067635
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,KNeighborsClassifier,centroid,0.0316594617187456
Original,original,,Agglo,1,30,House,KNeighborsClassifier,centroid,0.0831825657283128
Decoded,decoded,GNN,Agglo,4,30,House,KNeighborsClassifier,centroid,0.1384941551419727
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,House,KNeighborsClassifier,centroid,0.13239668184011
Encoded,encoded,GNN,Agglo,3,30,House,KNeighborsClassifier,centroid,0.1380404888489816
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,KNeighborsClassifier,centroid,0.0256447887129809
Original,original,,Agglo,1,30,House,KNeighborsClassifier,centroid,0.0831825657283128
Decoded,decoded,MLP,Agglo,4,30,House,KNeighborsClassifier,closest,0.1396687294021867
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,House,KNeighborsClassifier,closest,0.1366765151090707
Encoded,encoded,MLP,Agglo,2,30,House,KNeighborsClassifier,closest,0.1259784193671378
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,KNeighborsClassifier,closest,0.0385512228909599
Original,original,,Agglo,1,30,House,KNeighborsClassifier,closest,0.1086275429483151
Decoded,decoded,GNN,Agglo,2,30,House,KNeighborsClassifier,closest,0.1290519465258829
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,House,KNeighborsClassifier,closest,0.1312667304939607
Encoded,encoded,GNN,Agglo,4,30,House,KNeighborsClassifier,closest,0.1710019480381039
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,KNeighborsClassifier,closest,0.0291471916569033
Original,original,,Agglo,1,30,House,KNeighborsClassifier,closest,0.1086275429483151
Decoded,decoded,MLP,KIP,3,30,House,KNeighborsClassifier,centroid,0.2841402726261724
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,House,KNeighborsClassifier,centroid,0.25406542016687966
Encoded,encoded,MLP,KIP,2,30,House,KNeighborsClassifier,centroid,0.27346706655408454
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,House,KNeighborsClassifier,centroid,0.0960644077225406
Original,original,,KIP,4,30,House,KNeighborsClassifier,centroid,0.29682230312742164
Decoded,decoded,GNN,KIP,2,30,House,KNeighborsClassifier,centroid,0.2857298399871882
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,House,KNeighborsClassifier,centroid,0.29279642382050475
Encoded,encoded,GNN,KIP,1,30,House,KNeighborsClassifier,centroid,0.26551694902228706
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,House,KNeighborsClassifier,centroid,0.08860216738451701
Original,original,,KIP,4,30,House,KNeighborsClassifier,centroid,0.29682230312742164
Decoded,decoded,MLP,KMeans,4,30,House,KNeighborsClassifier,centroid,0.15755369252134827
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,House,KNeighborsClassifier,centroid,0.15278201557736337
Encoded,encoded,MLP,KMeans,2,30,House,KNeighborsClassifier,centroid,0.11157215946642882
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,KNeighborsClassifier,centroid,0.03481985481686994
Original,original,,KMeans,1,30,House,KNeighborsClassifier,centroid,0.08872116182202286
Decoded,decoded,GNN,KMeans,4,30,House,KNeighborsClassifier,centroid,0.14925035983422077
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,House,KNeighborsClassifier,centroid,0.1353073849435346
Encoded,encoded,GNN,KMeans,3,30,House,KNeighborsClassifier,centroid,0.14035245160768908
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,KNeighborsClassifier,centroid,0.0334748210249287
Original,original,,KMeans,1,30,House,KNeighborsClassifier,centroid,0.08872116182202286
Decoded,decoded,MLP,KMeans,2,30,House,KNeighborsClassifier,closest,0.13048444122939093
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,House,KNeighborsClassifier,closest,0.1418774644863579
Encoded,encoded,MLP,KMeans,3,30,House,KNeighborsClassifier,closest,0.13851468168244244
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,KNeighborsClassifier,closest,0.04839434359941306
Original,original,,KMeans,1,30,House,KNeighborsClassifier,closest,0.1189638956002301
Decoded,decoded,GNN,KMeans,3,30,House,KNeighborsClassifier,closest,0.12688842932796393
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,House,KNeighborsClassifier,closest,0.12253948012321861
Encoded,encoded,GNN,KMeans,4,30,House,KNeighborsClassifier,closest,0.14486600978431757
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,KNeighborsClassifier,closest,0.03707083292635572
Original,original,,KMeans,1,30,House,KNeighborsClassifier,closest,0.1189638956002301
Decoded,decoded,MLP,Agglo,4,30,House,LogisticRegression,centroid,0.123786734578096
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,House,LogisticRegression,centroid,0.1062106178847439
Encoded,encoded,MLP,Agglo,2,30,House,LogisticRegression,centroid,0.0862360846707598
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,LogisticRegression,centroid,0.0141983635698886
Original,original,,Agglo,1,30,House,LogisticRegression,centroid,0.0509159217841878
Decoded,decoded,GNN,Agglo,4,30,House,LogisticRegression,centroid,0.2269362952130006
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,House,LogisticRegression,centroid,0.1199253646667254
Encoded,encoded,GNN,Agglo,2,30,House,LogisticRegression,centroid,0.1076044831629243
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,LogisticRegression,centroid,0.0100243321272331
Original,original,,Agglo,1,30,House,LogisticRegression,centroid,0.0509159217841878
Decoded,decoded,MLP,Agglo,4,30,House,LogisticRegression,closest,0.1390748748723508
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,House,LogisticRegression,closest,0.0890767659703223
Encoded,encoded,MLP,Agglo,3,30,House,LogisticRegression,closest,0.1303132918972754
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,LogisticRegression,closest,0.0165438293473189
Original,original,,Agglo,1,30,House,LogisticRegression,closest,0.0723639985375508
Decoded,decoded,GNN,Agglo,3,30,House,LogisticRegression,closest,0.1052237168900263
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,House,LogisticRegression,closest,0.076634349903554
Encoded,encoded,GNN,Agglo,4,30,House,LogisticRegression,closest,0.1499257428863197
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,LogisticRegression,closest,0.0157530982488432
Original,original,,Agglo,1,30,House,LogisticRegression,closest,0.0723639985375508
Decoded,decoded,MLP,KIP,4,30,House,LogisticRegression,centroid,0.1984416344129401
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,House,LogisticRegression,centroid,0.18299655820169183
Encoded,encoded,MLP,KIP,1,30,House,LogisticRegression,centroid,0.1633401328811507
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,House,LogisticRegression,centroid,0.025437637892560337
Original,original,,KIP,3,30,House,LogisticRegression,centroid,0.18378093521098346
Decoded,decoded,GNN,KIP,3,30,House,LogisticRegression,centroid,0.21969686960249116
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,House,LogisticRegression,centroid,0.22616997188567675
Encoded,encoded,GNN,KIP,2,30,House,LogisticRegression,centroid,0.1999351479468979
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,House,LogisticRegression,centroid,0.036097076362536
Original,original,,KIP,1,30,House,LogisticRegression,centroid,0.18378093521098346
Decoded,decoded,MLP,KMeans,3,30,House,LogisticRegression,centroid,0.1182537349184936
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,House,LogisticRegression,centroid,0.12583365902242838
Encoded,encoded,MLP,KMeans,2,30,House,LogisticRegression,centroid,0.09392029652416181
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,LogisticRegression,centroid,0.009654282076173321
Original,original,,KMeans,1,30,House,LogisticRegression,centroid,0.03850578045613272
Decoded,decoded,GNN,KMeans,4,30,House,LogisticRegression,centroid,0.1858468210643099
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,House,LogisticRegression,centroid,0.1349917169908848
Encoded,encoded,GNN,KMeans,2,30,House,LogisticRegression,centroid,0.12090006177586696
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,LogisticRegression,centroid,0.011943973070764821
Original,original,,KMeans,1,30,House,LogisticRegression,centroid,0.03850578045613272
Decoded,decoded,MLP,KMeans,1,30,House,LogisticRegression,closest,0.08920273830986264
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,House,LogisticRegression,closest,0.10187198527465043
Encoded,encoded,MLP,KMeans,4,30,House,LogisticRegression,closest,0.1131328433288367
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,LogisticRegression,closest,0.013362145261538779
Original,original,,KMeans,2,30,House,LogisticRegression,closest,0.09941708796127025
Decoded,decoded,GNN,KMeans,3,30,House,LogisticRegression,closest,0.1216619473266178
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,House,LogisticRegression,closest,0.08487146837453821
Encoded,encoded,GNN,KMeans,4,30,House,LogisticRegression,closest,0.12767039423089038
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,LogisticRegression,closest,0.01893740465714388
Original,original,,KMeans,2,30,House,LogisticRegression,closest,0.09941708796127025
Decoded,decoded,MLP,Agglo,4,30,House,MLPClassifier,centroid,0.1812494266405724
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,House,MLPClassifier,centroid,0.1594235444315332
Encoded,encoded,MLP,Agglo,2,30,House,MLPClassifier,centroid,0.1312950087150632
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,MLPClassifier,centroid,0.0672560164515931
Original,original,,Agglo,1,30,House,MLPClassifier,centroid,0.1144434973396121
Decoded,decoded,GNN,Agglo,4,30,House,MLPClassifier,centroid,0.2526928781114304
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,House,MLPClassifier,centroid,0.1775092119748028
Encoded,encoded,GNN,Agglo,2,30,House,MLPClassifier,centroid,0.167483066784906
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,MLPClassifier,centroid,0.0681686135404561
Original,original,,Agglo,1,30,House,MLPClassifier,centroid,0.1144434973396121
Decoded,decoded,MLP,Agglo,4,30,House,MLPClassifier,closest,0.1780166350681916
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,House,MLPClassifier,closest,0.135824548192771
Encoded,encoded,MLP,Agglo,3,30,House,MLPClassifier,closest,0.1749763967035654
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,MLPClassifier,closest,0.0702260182863432
Original,original,,Agglo,1,30,House,MLPClassifier,closest,0.1354212853953885
Decoded,decoded,GNN,Agglo,3,30,House,MLPClassifier,closest,0.1594025212525227
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,House,MLPClassifier,closest,0.1429576172711148
Encoded,encoded,GNN,Agglo,4,30,House,MLPClassifier,closest,0.1898359618677755
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,MLPClassifier,closest,0.0693999029111368
Original,original,,Agglo,1,30,House,MLPClassifier,closest,0.1354212853953885
Decoded,decoded,MLP,KIP,4,30,House,MLPClassifier,centroid,0.24521751345483445
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,House,MLPClassifier,centroid,0.23400116965323217
Encoded,encoded,MLP,KIP,2,30,House,MLPClassifier,centroid,0.19245229649562706
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,House,MLPClassifier,centroid,0.0752031603571646
Original,original,,KIP,1,30,House,MLPClassifier,centroid,0.18292736300532064
Decoded,decoded,GNN,KIP,3,30,House,MLPClassifier,centroid,0.26859423735551335
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,House,MLPClassifier,centroid,0.2755322686685829
Encoded,encoded,GNN,KIP,2,30,House,MLPClassifier,centroid,0.23273882331355872
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,House,MLPClassifier,centroid,0.09188696410005491
Original,original,,KIP,1,30,House,MLPClassifier,centroid,0.18292736300532064
Decoded,decoded,MLP,KMeans,3,30,House,MLPClassifier,centroid,0.15509640083175333
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,House,MLPClassifier,centroid,0.17322287245428403
Encoded,encoded,MLP,KMeans,2,30,House,MLPClassifier,centroid,0.1199467922451225
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,MLPClassifier,centroid,0.06036557397101085
Original,original,,KMeans,1,30,House,MLPClassifier,centroid,0.11534328940125974
Decoded,decoded,GNN,KMeans,4,30,House,MLPClassifier,centroid,0.22833819414714687
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,House,MLPClassifier,centroid,0.17559027353067083
Encoded,encoded,GNN,KMeans,2,30,House,MLPClassifier,centroid,0.16264391321631694
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,MLPClassifier,centroid,0.06305338740749786
Original,original,,KMeans,1,30,House,MLPClassifier,centroid,0.11534328940125974
Decoded,decoded,MLP,KMeans,1,30,House,MLPClassifier,closest,0.13407140618310798
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,House,MLPClassifier,closest,0.15186360925937242
Encoded,encoded,MLP,KMeans,2,30,House,MLPClassifier,closest,0.13928458121827397
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,MLPClassifier,closest,0.07036438902819392
Original,original,,KMeans,4,30,House,MLPClassifier,closest,0.15321415739098515
Decoded,decoded,GNN,KMeans,3,30,House,MLPClassifier,closest,0.1610933582043911
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,House,MLPClassifier,closest,0.14144270610360213
Encoded,encoded,GNN,KMeans,4,30,House,MLPClassifier,closest,0.17536752339306455
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,MLPClassifier,closest,0.07370325209467299
Original,original,,KMeans,2,30,House,MLPClassifier,closest,0.15321415739098515
Decoded,decoded,MLP,Agglo,3,30,House,XGBClassifier,centroid,0.2715116309209679
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,House,XGBClassifier,centroid,0.222121159138069
Encoded,encoded,MLP,Agglo,1,30,House,XGBClassifier,centroid,0.2126456309878896
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,XGBClassifier,centroid,0.0933131688916515
Original,original,,Agglo,4,30,House,XGBClassifier,centroid,0.3876912389773819
Decoded,decoded,GNN,Agglo,3,30,House,XGBClassifier,centroid,0.3153042551276293
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,House,XGBClassifier,centroid,0.2940458186510402
Encoded,encoded,GNN,Agglo,1,30,House,XGBClassifier,centroid,0.2378901421234966
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,XGBClassifier,centroid,0.0923734393019043
Original,original,,Agglo,4,30,House,XGBClassifier,centroid,0.3876912389773819
Decoded,decoded,MLP,Agglo,4,30,House,XGBClassifier,closest,0.2496612684841369
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,House,XGBClassifier,closest,0.2115626326943893
Encoded,encoded,MLP,Agglo,3,30,House,XGBClassifier,closest,0.2194287443205033
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,House,XGBClassifier,closest,0.1030191522922755
Original,original,,Agglo,1,30,House,XGBClassifier,closest,0.1746935628523101
Decoded,decoded,GNN,Agglo,3,30,House,XGBClassifier,closest,0.2215909706784574
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,House,XGBClassifier,closest,0.1827840031066686
Encoded,encoded,GNN,Agglo,4,30,House,XGBClassifier,closest,0.252932413460283
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,House,XGBClassifier,closest,0.104210073392221
Original,original,,Agglo,1,30,House,XGBClassifier,closest,0.1746935628523101
Decoded,decoded,MLP,KIP,3,30,House,XGBClassifier,centroid,0.2933551126897897
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,House,XGBClassifier,centroid,0.26627082403539853
Encoded,encoded,MLP,KIP,1,30,House,XGBClassifier,centroid,0.263104679938187
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,House,XGBClassifier,centroid,0.11657472806044795
Original,original,,KIP,4,30,House,XGBClassifier,centroid,0.3725763907314573
Decoded,decoded,GNN,KIP,1,30,House,XGBClassifier,centroid,0.2771790392231065
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,House,XGBClassifier,centroid,0.2939647587265485
Encoded,encoded,GNN,KIP,3,30,House,XGBClassifier,centroid,0.302140688924528
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,House,XGBClassifier,centroid,0.1230620669243931
Original,original,,KIP,4,30,House,XGBClassifier,centroid,0.3725763907314573
Decoded,decoded,MLP,KMeans,2,30,House,XGBClassifier,centroid,0.21829607325932052
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,House,XGBClassifier,centroid,0.23315916446068985
Encoded,encoded,MLP,KMeans,1,30,House,XGBClassifier,centroid,0.19680906664681003
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,XGBClassifier,centroid,0.0986886672098937
Original,original,,KMeans,4,30,House,XGBClassifier,centroid,0.3498734852515709
Decoded,decoded,GNN,KMeans,3,30,House,XGBClassifier,centroid,0.28719229629098997
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,House,XGBClassifier,centroid,0.22410609047512886
Encoded,encoded,GNN,KMeans,1,30,House,XGBClassifier,centroid,0.2215559075483283
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,XGBClassifier,centroid,0.11444615099673064
Original,original,,KMeans,4,30,House,XGBClassifier,centroid,0.3498734852515709
Decoded,decoded,MLP,KMeans,4,30,House,XGBClassifier,closest,0.20494295879092506
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,House,XGBClassifier,closest,0.1929145142978866
Encoded,encoded,MLP,KMeans,3,30,House,XGBClassifier,closest,0.19779733793552615
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,House,XGBClassifier,closest,0.09022007298220862
Original,original,,KMeans,1,30,House,XGBClassifier,closest,0.19264192673785163
Decoded,decoded,GNN,KMeans,4,30,House,XGBClassifier,closest,0.22799140576288926
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,House,XGBClassifier,closest,0.16801036058941862
Encoded,encoded,GNN,KMeans,3,30,House,XGBClassifier,closest,0.22706213855874496
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,House,XGBClassifier,closest,0.11087979708627264
Original,original,,KMeans,2,30,House,XGBClassifier,closest,0.19264192673785163
Decoded,decoded,MLP,Agglo,1,30,Jannis,GaussianNB,centroid,0.22154778619873
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Jannis,GaussianNB,centroid,0.2474167160348013
Encoded,encoded,MLP,Agglo,3,30,Jannis,GaussianNB,centroid,0.2415329347513545
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Jannis,GaussianNB,centroid,0.2403352057930028
Original,original,,Agglo,0,30,Jannis,GaussianNB,centroid,0.1496139492784594
Decoded,decoded,GNN,Agglo,3,30,Jannis,GaussianNB,centroid,0.1781637942702008
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Jannis,GaussianNB,centroid,0.2264374451022192
Encoded,encoded,GNN,Agglo,1,30,Jannis,GaussianNB,centroid,0.0484838674836988
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,GaussianNB,centroid,-0.0390715311528878
Original,original,,Agglo,2,30,Jannis,GaussianNB,centroid,0.1496139492784594
Decoded,decoded,MLP,Agglo,1,30,Jannis,GaussianNB,closest,0.1955891307382321
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Jannis,GaussianNB,closest,0.2557541810039631
Encoded,encoded,MLP,Agglo,2,30,Jannis,GaussianNB,closest,0.2300842062132322
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,Jannis,GaussianNB,closest,0.2722485580145526
Original,original,,Agglo,0,30,Jannis,GaussianNB,closest,0.1256877689448067
Decoded,decoded,GNN,Agglo,4,30,Jannis,GaussianNB,closest,0.2155362509679981
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Jannis,GaussianNB,closest,0.1473304953813336
Encoded,encoded,GNN,Agglo,1,30,Jannis,GaussianNB,closest,0.07651114945951
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,GaussianNB,closest,-0.0262040850334517
Original,original,,Agglo,2,30,Jannis,GaussianNB,closest,0.1256877689448067
Decoded,decoded,MLP,KIP,4,30,Jannis,GaussianNB,centroid,0.21626283675212163
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Jannis,GaussianNB,centroid,0.18108905364111183
Encoded,encoded,MLP,KIP,2,30,Jannis,GaussianNB,centroid,0.16506019716216486
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Jannis,GaussianNB,centroid,0.14147972366139777
Original,original,,KIP,0,30,Jannis,GaussianNB,centroid,0.1339547672685001
Decoded,decoded,GNN,KIP,4,30,Jannis,GaussianNB,centroid,0.1845103622895481
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Jannis,GaussianNB,centroid,0.16890121282195897
Encoded,encoded,GNN,KIP,1,30,Jannis,GaussianNB,centroid,0.10320207863139155
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Jannis,GaussianNB,centroid,-0.03256856553534724
Original,original,,KIP,2,30,Jannis,GaussianNB,centroid,0.1339547672685001
Decoded,decoded,MLP,KMeans,4,30,Jannis,GaussianNB,centroid,0.29692073816238895
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Jannis,GaussianNB,centroid,0.28896207119546713
Encoded,encoded,MLP,KMeans,2,30,Jannis,GaussianNB,centroid,0.26375760877579435
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Jannis,GaussianNB,centroid,0.259264733802352
Original,original,,KMeans,0,30,Jannis,GaussianNB,centroid,0.16211195758585256
Decoded,decoded,GNN,KMeans,4,30,Jannis,GaussianNB,centroid,0.21098843894101887
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,GaussianNB,centroid,0.19752779994849848
Encoded,encoded,GNN,KMeans,1,30,Jannis,GaussianNB,centroid,0.05038995148083782
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,GaussianNB,centroid,-0.04192598113379
Original,original,,KMeans,2,30,Jannis,GaussianNB,centroid,0.16211195758585256
Decoded,decoded,MLP,KMeans,4,30,Jannis,GaussianNB,closest,0.2738580292539809
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Jannis,GaussianNB,closest,0.2431626605610262
Encoded,encoded,MLP,KMeans,3,30,Jannis,GaussianNB,closest,0.2698408510608086
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,Jannis,GaussianNB,closest,0.26331294669763383
Original,original,,KMeans,0,30,Jannis,GaussianNB,closest,0.0953197539306371
Decoded,decoded,GNN,KMeans,4,30,Jannis,GaussianNB,closest,0.2220620254186695
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,GaussianNB,closest,0.18667700558294126
Encoded,encoded,GNN,KMeans,1,30,Jannis,GaussianNB,closest,0.08732474788180802
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,GaussianNB,closest,-0.03804917315123702
Original,original,,KMeans,2,30,Jannis,GaussianNB,closest,0.0953197539306371
Decoded,decoded,MLP,Agglo,1,30,Jannis,KNeighborsClassifier,centroid,0.2560296515320751
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Jannis,KNeighborsClassifier,centroid,0.2905411881955985
Encoded,encoded,MLP,Agglo,2,30,Jannis,KNeighborsClassifier,centroid,0.2827842137461084
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,Jannis,KNeighborsClassifier,centroid,0.3080355752901961
Original,original,,Agglo,0,30,Jannis,KNeighborsClassifier,centroid,0.0054456408595798
Decoded,decoded,GNN,Agglo,1,30,Jannis,KNeighborsClassifier,centroid,0.1640170938013283
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Jannis,KNeighborsClassifier,centroid,0.2302542352200759
Encoded,encoded,GNN,Agglo,3,30,Jannis,KNeighborsClassifier,centroid,0.2119253996314443
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Jannis,KNeighborsClassifier,centroid,0.1666623827360041
Original,original,,Agglo,0,30,Jannis,KNeighborsClassifier,centroid,0.0054456408595798
Decoded,decoded,MLP,Agglo,1,30,Jannis,KNeighborsClassifier,closest,0.22860507491256
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Jannis,KNeighborsClassifier,closest,0.3037531746029925
Encoded,encoded,MLP,Agglo,2,30,Jannis,KNeighborsClassifier,closest,0.2649547238253176
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,Jannis,KNeighborsClassifier,closest,0.3156489615637326
Original,original,,Agglo,0,30,Jannis,KNeighborsClassifier,closest,0.0877121033357515
Decoded,decoded,GNN,Agglo,2,30,Jannis,KNeighborsClassifier,closest,0.2186875076833445
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Jannis,KNeighborsClassifier,closest,0.2201719279072609
Encoded,encoded,GNN,Agglo,4,30,Jannis,KNeighborsClassifier,closest,0.3065875684769104
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Jannis,KNeighborsClassifier,closest,0.1489900595213916
Original,original,,Agglo,0,30,Jannis,KNeighborsClassifier,closest,0.0877121033357515
Decoded,decoded,MLP,KIP,3,30,Jannis,KNeighborsClassifier,centroid,0.24330708890311253
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Jannis,KNeighborsClassifier,centroid,0.21390309152151216
Encoded,encoded,MLP,KIP,1,30,Jannis,KNeighborsClassifier,centroid,0.2124298936659561
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Jannis,KNeighborsClassifier,centroid,0.1877145742457586
Original,original,,KIP,4,30,Jannis,KNeighborsClassifier,centroid,0.2554301689849999
Decoded,decoded,GNN,KIP,3,30,Jannis,KNeighborsClassifier,centroid,0.1901209116479845
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Jannis,KNeighborsClassifier,centroid,0.17231460085202793
Encoded,encoded,GNN,KIP,1,30,Jannis,KNeighborsClassifier,centroid,0.1622495363601292
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Jannis,KNeighborsClassifier,centroid,0.08249932470717988
Original,original,,KIP,4,30,Jannis,KNeighborsClassifier,centroid,0.2554301689849999
Decoded,decoded,MLP,KMeans,2,30,Jannis,KNeighborsClassifier,centroid,0.3032376494470249
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Jannis,KNeighborsClassifier,centroid,0.30098404182279104
Encoded,encoded,MLP,KMeans,4,30,Jannis,KNeighborsClassifier,centroid,0.3109611480383384
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Jannis,KNeighborsClassifier,centroid,0.3081421839646815
Original,original,,KMeans,0,30,Jannis,KNeighborsClassifier,centroid,0.0156907451874438
Decoded,decoded,GNN,KMeans,3,30,Jannis,KNeighborsClassifier,centroid,0.2097079682716795
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Jannis,KNeighborsClassifier,centroid,0.2032664053315965
Encoded,encoded,GNN,KMeans,4,30,Jannis,KNeighborsClassifier,centroid,0.23193541790929334
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Jannis,KNeighborsClassifier,centroid,0.16870512152325554
Original,original,,KMeans,0,30,Jannis,KNeighborsClassifier,centroid,0.0156907451874438
Decoded,decoded,MLP,KMeans,1,30,Jannis,KNeighborsClassifier,closest,0.2985155644763312
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Jannis,KNeighborsClassifier,closest,0.305354354887089
Encoded,encoded,MLP,KMeans,4,30,Jannis,KNeighborsClassifier,closest,0.30608172806419043
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,Jannis,KNeighborsClassifier,closest,0.30322662597544525
Original,original,,KMeans,0,30,Jannis,KNeighborsClassifier,closest,0.07829587074218414
Decoded,decoded,GNN,KMeans,4,30,Jannis,KNeighborsClassifier,closest,0.22481164666109293
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,KNeighborsClassifier,closest,0.19636884092212525
Encoded,encoded,GNN,KMeans,2,30,Jannis,KNeighborsClassifier,closest,0.19314386731993544
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Jannis,KNeighborsClassifier,closest,0.12295590909713335
Original,original,,KMeans,0,30,Jannis,KNeighborsClassifier,closest,0.07829587074218414
Decoded,decoded,MLP,Agglo,4,30,Jannis,LogisticRegression,centroid,0.3162683180207055
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Jannis,LogisticRegression,centroid,0.2929149556760995
Encoded,encoded,MLP,Agglo,2,30,Jannis,LogisticRegression,centroid,0.0697622062900671
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Jannis,LogisticRegression,centroid,0.0241038310687175
Original,original,,Agglo,1,30,Jannis,LogisticRegression,centroid,0.052361542198626
Decoded,decoded,GNN,Agglo,3,30,Jannis,LogisticRegression,centroid,0.2121763726080725
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Jannis,LogisticRegression,centroid,0.2597350776275443
Encoded,encoded,GNN,Agglo,2,30,Jannis,LogisticRegression,centroid,0.0633804311204567
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,LogisticRegression,centroid,0.0293733776534137
Original,original,,Agglo,1,30,Jannis,LogisticRegression,centroid,0.052361542198626
Decoded,decoded,MLP,Agglo,3,30,Jannis,LogisticRegression,closest,0.269594641902468
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Jannis,LogisticRegression,closest,0.3847473599404149
Encoded,encoded,MLP,Agglo,1,30,Jannis,LogisticRegression,closest,0.1168595251637512
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Jannis,LogisticRegression,closest,0.0287362500015709
Original,original,,Agglo,2,30,Jannis,LogisticRegression,closest,0.124055426372035
Decoded,decoded,GNN,Agglo,4,30,Jannis,LogisticRegression,closest,0.2776036340711395
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Jannis,LogisticRegression,closest,0.25256915672246
Encoded,encoded,GNN,Agglo,1,30,Jannis,LogisticRegression,closest,0.0830173448807651
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,LogisticRegression,closest,0.0338473926414953
Original,original,,Agglo,2,30,Jannis,LogisticRegression,closest,0.124055426372035
Decoded,decoded,MLP,KIP,4,30,Jannis,LogisticRegression,centroid,0.2690326609341566
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Jannis,LogisticRegression,centroid,0.2413186172803214
Encoded,encoded,MLP,KIP,2,30,Jannis,LogisticRegression,centroid,0.19275133197940159
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Jannis,LogisticRegression,centroid,0.10886527546723246
Original,original,,KIP,1,30,Jannis,LogisticRegression,centroid,0.15802299160248373
Decoded,decoded,GNN,KIP,4,30,Jannis,LogisticRegression,centroid,0.21309084209311463
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Jannis,LogisticRegression,centroid,0.1827607489737752
Encoded,encoded,GNN,KIP,1,30,Jannis,LogisticRegression,centroid,0.155772398705945
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Jannis,LogisticRegression,centroid,0.05216753895424706
Original,original,,KIP,2,30,Jannis,LogisticRegression,centroid,0.15802299160248373
Decoded,decoded,MLP,KMeans,3,30,Jannis,LogisticRegression,centroid,0.29888911701685694
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Jannis,LogisticRegression,centroid,0.311054636089764
Encoded,encoded,MLP,KMeans,2,30,Jannis,LogisticRegression,centroid,0.059674274171684014
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Jannis,LogisticRegression,centroid,0.019732074421832863
Original,original,,KMeans,1,30,Jannis,LogisticRegression,centroid,0.04495476596990862
Decoded,decoded,GNN,KMeans,3,30,Jannis,LogisticRegression,centroid,0.24279485332460116
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Jannis,LogisticRegression,centroid,0.2690515067523701
Encoded,encoded,GNN,KMeans,2,30,Jannis,LogisticRegression,centroid,0.059195469137033704
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,LogisticRegression,centroid,0.03202512992635336
Original,original,,KMeans,1,30,Jannis,LogisticRegression,centroid,0.04495476596990862
Decoded,decoded,MLP,KMeans,3,30,Jannis,LogisticRegression,closest,0.30666386357609043
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Jannis,LogisticRegression,closest,0.3108842104500468
Encoded,encoded,MLP,KMeans,1,30,Jannis,LogisticRegression,closest,0.09045310330147824
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Jannis,LogisticRegression,closest,0.034196140089565265
Original,original,,KMeans,2,30,Jannis,LogisticRegression,closest,0.12395277617977282
Decoded,decoded,GNN,KMeans,4,30,Jannis,LogisticRegression,closest,0.28939728648312696
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,LogisticRegression,closest,0.2351387637039743
Encoded,encoded,GNN,KMeans,1,30,Jannis,LogisticRegression,closest,0.06724494765350329
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,LogisticRegression,closest,0.0321858627972679
Original,original,,KMeans,2,30,Jannis,LogisticRegression,closest,0.12395277617977282
Decoded,decoded,MLP,Agglo,4,30,Jannis,MLPClassifier,centroid,0.3311356194456854
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Jannis,MLPClassifier,centroid,0.3266129156445011
Encoded,encoded,MLP,Agglo,1,30,Jannis,MLPClassifier,centroid,0.2530163594458329
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Jannis,MLPClassifier,centroid,0.3170402830412538
Original,original,,Agglo,0,30,Jannis,MLPClassifier,centroid,0.1560540521298822
Decoded,decoded,GNN,Agglo,2,30,Jannis,MLPClassifier,centroid,0.2241077982816089
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Jannis,MLPClassifier,centroid,0.2825572539778414
Encoded,encoded,GNN,Agglo,4,30,Jannis,MLPClassifier,centroid,0.2935363332228173
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,MLPClassifier,centroid,0.1523390174935418
Original,original,,Agglo,1,30,Jannis,MLPClassifier,centroid,0.1560540521298822
Decoded,decoded,MLP,Agglo,1,30,Jannis,MLPClassifier,closest,0.2698509237467626
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Jannis,MLPClassifier,closest,0.3951661324583161
Encoded,encoded,MLP,Agglo,2,30,Jannis,MLPClassifier,closest,0.3086901663906632
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Jannis,MLPClassifier,closest,0.3829157612485112
Original,original,,Agglo,0,30,Jannis,MLPClassifier,closest,0.1419829962953867
Decoded,decoded,GNN,Agglo,4,30,Jannis,MLPClassifier,closest,0.3012642155037384
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Jannis,MLPClassifier,closest,0.2502460108778386
Encoded,encoded,GNN,Agglo,2,30,Jannis,MLPClassifier,closest,0.2370937489995009
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Jannis,MLPClassifier,closest,0.187141203547026
Original,original,,Agglo,0,30,Jannis,MLPClassifier,closest,0.1419829962953867
Decoded,decoded,MLP,KIP,4,30,Jannis,MLPClassifier,centroid,0.2913762219877249
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Jannis,MLPClassifier,centroid,0.2572578168931313
Encoded,encoded,MLP,KIP,2,30,Jannis,MLPClassifier,centroid,0.25098045872514396
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Jannis,MLPClassifier,centroid,0.21592393549218397
Original,original,,KIP,0,30,Jannis,MLPClassifier,centroid,0.18801349197498513
Decoded,decoded,GNN,KIP,4,30,Jannis,MLPClassifier,centroid,0.23084204658417146
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Jannis,MLPClassifier,centroid,0.20080997546086704
Encoded,encoded,GNN,KIP,3,30,Jannis,MLPClassifier,centroid,0.2012045526283502
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Jannis,MLPClassifier,centroid,0.09549010258791477
Original,original,,KIP,1,30,Jannis,MLPClassifier,centroid,0.18801349197498513
Decoded,decoded,MLP,KMeans,3,30,Jannis,MLPClassifier,centroid,0.33422356359836897
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Jannis,MLPClassifier,centroid,0.35089489657515754
Encoded,encoded,MLP,KMeans,2,30,Jannis,MLPClassifier,centroid,0.321685514190489
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Jannis,MLPClassifier,centroid,0.27636791466647415
Original,original,,KMeans,0,30,Jannis,MLPClassifier,centroid,0.15698260845088455
Decoded,decoded,GNN,KMeans,2,30,Jannis,MLPClassifier,centroid,0.2591534847882229
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,MLPClassifier,centroid,0.28203274353035623
Encoded,encoded,GNN,KMeans,4,30,Jannis,MLPClassifier,centroid,0.2954883334726422
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,MLPClassifier,centroid,0.13672442648971503
Original,original,,KMeans,1,30,Jannis,MLPClassifier,centroid,0.15698260845088455
Decoded,decoded,MLP,KMeans,2,30,Jannis,MLPClassifier,closest,0.3326631179790029
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Jannis,MLPClassifier,closest,0.3350488522918387
Encoded,encoded,MLP,KMeans,4,30,Jannis,MLPClassifier,closest,0.3415692238690752
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Jannis,MLPClassifier,closest,0.32891972019902055
Original,original,,KMeans,0,30,Jannis,MLPClassifier,closest,0.14142096198185605
Decoded,decoded,GNN,KMeans,4,30,Jannis,MLPClassifier,closest,0.3075517514563507
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,MLPClassifier,closest,0.2465400868270316
Encoded,encoded,GNN,KMeans,2,30,Jannis,MLPClassifier,closest,0.23981714080746577
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Jannis,MLPClassifier,closest,0.14770240988595937
Original,original,,KMeans,0,30,Jannis,MLPClassifier,closest,0.14142096198185605
Decoded,decoded,MLP,Agglo,3,30,Jannis,XGBClassifier,centroid,0.3418490202172229
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Jannis,XGBClassifier,centroid,0.3596830142485482
Encoded,encoded,MLP,Agglo,2,30,Jannis,XGBClassifier,centroid,0.2222697520652183
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Jannis,XGBClassifier,centroid,0.1545832106258151
Original,original,,Agglo,1,30,Jannis,XGBClassifier,centroid,0.2205112458895808
Decoded,decoded,GNN,Agglo,3,30,Jannis,XGBClassifier,centroid,0.2835496039204883
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Jannis,XGBClassifier,centroid,0.3169384214090578
Encoded,encoded,GNN,Agglo,1,30,Jannis,XGBClassifier,centroid,0.2079122599399875
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,XGBClassifier,centroid,0.1652784092219959
Original,original,,Agglo,2,30,Jannis,XGBClassifier,centroid,0.2205112458895808
Decoded,decoded,MLP,Agglo,3,30,Jannis,XGBClassifier,closest,0.3570312765065202
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Jannis,XGBClassifier,closest,0.4413190594519622
Encoded,encoded,MLP,Agglo,1,30,Jannis,XGBClassifier,closest,0.2222843073256727
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Jannis,XGBClassifier,closest,0.1873998604866411
Original,original,,Agglo,2,30,Jannis,XGBClassifier,closest,0.2584528063492149
Decoded,decoded,GNN,Agglo,4,30,Jannis,XGBClassifier,closest,0.3775760436019961
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Jannis,XGBClassifier,closest,0.3293851369415903
Encoded,encoded,GNN,Agglo,1,30,Jannis,XGBClassifier,closest,0.2303320770797736
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Jannis,XGBClassifier,closest,0.1920940168040311
Original,original,,Agglo,2,30,Jannis,XGBClassifier,closest,0.2584528063492149
Decoded,decoded,MLP,KIP,4,30,Jannis,XGBClassifier,centroid,0.3182426202454512
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Jannis,XGBClassifier,centroid,0.31466887291391554
Encoded,encoded,MLP,KIP,1,30,Jannis,XGBClassifier,centroid,0.25682642393875527
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Jannis,XGBClassifier,centroid,0.1921451196788478
Original,original,,KIP,2,30,Jannis,XGBClassifier,centroid,0.3116749474449919
Decoded,decoded,GNN,KIP,3,30,Jannis,XGBClassifier,centroid,0.30427580623928707
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Jannis,XGBClassifier,centroid,0.2852508729763438
Encoded,encoded,GNN,KIP,1,30,Jannis,XGBClassifier,centroid,0.23929632610297658
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Jannis,XGBClassifier,centroid,0.14195130739488646
Original,original,,KIP,4,30,Jannis,XGBClassifier,centroid,0.3116749474449919
Decoded,decoded,MLP,KMeans,2,30,Jannis,XGBClassifier,centroid,0.3456445775038779
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Jannis,XGBClassifier,centroid,0.36997790586105384
Encoded,encoded,MLP,KMeans,1,30,Jannis,XGBClassifier,centroid,0.19572017664454078
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Jannis,XGBClassifier,centroid,0.14989167357673977
Original,original,,KMeans,3,30,Jannis,XGBClassifier,centroid,0.3613340489952459
Decoded,decoded,GNN,KMeans,2,30,Jannis,XGBClassifier,centroid,0.2993076310278796
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,XGBClassifier,centroid,0.32680525943649086
Encoded,encoded,GNN,KMeans,1,30,Jannis,XGBClassifier,centroid,0.21122783970077902
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,XGBClassifier,centroid,0.17476874439334078
Original,original,,KMeans,4,30,Jannis,XGBClassifier,centroid,0.3613340489952459
Decoded,decoded,MLP,KMeans,3,30,Jannis,XGBClassifier,closest,0.3561296510673178
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Jannis,XGBClassifier,closest,0.3614035206766125
Encoded,encoded,MLP,KMeans,1,30,Jannis,XGBClassifier,closest,0.2028445932466305
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Jannis,XGBClassifier,closest,0.18104808053775062
Original,original,,KMeans,2,30,Jannis,XGBClassifier,closest,0.22884106877004307
Decoded,decoded,GNN,KMeans,4,30,Jannis,XGBClassifier,closest,0.3461020537506429
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Jannis,XGBClassifier,closest,0.3263842968757421
Encoded,encoded,GNN,KMeans,1,30,Jannis,XGBClassifier,closest,0.21576879596442672
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Jannis,XGBClassifier,closest,0.1837380419544355
Original,original,,KMeans,2,30,Jannis,XGBClassifier,closest,0.22884106877004307
Decoded,decoded,MLP,Agglo,3,30,LawSchoolAdmissions,GaussianNB,centroid,-0.0253314932014312
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,LawSchoolAdmissions,GaussianNB,centroid,-0.0773710638477345
Encoded,encoded,MLP,Agglo,4,30,LawSchoolAdmissions,GaussianNB,centroid,0.1015555987731412
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,LawSchoolAdmissions,GaussianNB,centroid,-0.1354594042377707
Original,original,,Agglo,0,30,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,30,LawSchoolAdmissions,GaussianNB,centroid,-0.0501018086559617
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,GaussianNB,centroid,-0.142830866416265
Encoded,encoded,GNN,Agglo,3,30,LawSchoolAdmissions,GaussianNB,centroid,0.0883357037918744
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,30,LawSchoolAdmissions,GaussianNB,centroid,0.1543074785428591
Original,original,,Agglo,0,30,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,3,30,LawSchoolAdmissions,GaussianNB,closest,-0.0113266523111385
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,LawSchoolAdmissions,GaussianNB,closest,-0.0963878429452107
Encoded,encoded,MLP,Agglo,4,30,LawSchoolAdmissions,GaussianNB,closest,0.1123327889479615
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,LawSchoolAdmissions,GaussianNB,closest,-0.1240448848472637
Original,original,,Agglo,0,30,LawSchoolAdmissions,GaussianNB,closest,-0.211689367614772
Decoded,decoded,GNN,Agglo,1,30,LawSchoolAdmissions,GaussianNB,closest,-0.2089795468870452
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,LawSchoolAdmissions,GaussianNB,closest,-0.1480853177625058
Encoded,encoded,GNN,Agglo,3,30,LawSchoolAdmissions,GaussianNB,closest,0.0762030174726615
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,30,LawSchoolAdmissions,GaussianNB,closest,0.1401983687183824
Original,original,,Agglo,0,30,LawSchoolAdmissions,GaussianNB,closest,-0.211689367614772
Decoded,decoded,MLP,KIP,3,30,LawSchoolAdmissions,GaussianNB,centroid,0.2682075818745445
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,LawSchoolAdmissions,GaussianNB,centroid,0.041999995313755756
Encoded,encoded,MLP,KIP,4,30,LawSchoolAdmissions,GaussianNB,centroid,0.28030605861085656
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,LawSchoolAdmissions,GaussianNB,centroid,-0.05773031133063565
Original,original,,KIP,0,30,LawSchoolAdmissions,GaussianNB,centroid,-0.2431713220597918
Decoded,decoded,GNN,KIP,3,30,LawSchoolAdmissions,GaussianNB,centroid,0.09987815764994216
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,LawSchoolAdmissions,GaussianNB,centroid,0.003781799096023422
Encoded,encoded,GNN,KIP,2,30,LawSchoolAdmissions,GaussianNB,centroid,0.09289869980153746
Encoded-FT,encoded,GNN-MultiHead,KIP,4,30,LawSchoolAdmissions,GaussianNB,centroid,0.15174175982529675
Original,original,,KIP,0,30,LawSchoolAdmissions,GaussianNB,centroid,-0.2431713220597918
Decoded,decoded,MLP,KMeans,3,30,LawSchoolAdmissions,GaussianNB,centroid,0.04430094123215415
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,GaussianNB,centroid,-0.028690827379850542
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,GaussianNB,centroid,0.10323678889172658
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,LawSchoolAdmissions,GaussianNB,centroid,-0.13894315820057596
Original,original,,KMeans,0,30,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,30,LawSchoolAdmissions,GaussianNB,centroid,-0.03824584505870692
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,LawSchoolAdmissions,GaussianNB,centroid,-0.07233920910256077
Encoded,encoded,GNN,KMeans,3,30,LawSchoolAdmissions,GaussianNB,centroid,0.08272298907402151
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,30,LawSchoolAdmissions,GaussianNB,centroid,0.1609917030045854
Original,original,,KMeans,0,30,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,3,30,LawSchoolAdmissions,GaussianNB,closest,-0.030581492615650664
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,GaussianNB,closest,-0.06843111572445817
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,GaussianNB,closest,0.10329794437896711
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,LawSchoolAdmissions,GaussianNB,closest,-0.11688969284012178
Original,original,,KMeans,0,30,LawSchoolAdmissions,GaussianNB,closest,-0.15068220000421764
Decoded,decoded,GNN,KMeans,2,30,LawSchoolAdmissions,GaussianNB,closest,-0.14080055110232176
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,LawSchoolAdmissions,GaussianNB,closest,-0.1427059780074558
Encoded,encoded,GNN,KMeans,3,30,LawSchoolAdmissions,GaussianNB,closest,0.06731649253364132
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,30,LawSchoolAdmissions,GaussianNB,closest,0.14052078232161216
Original,original,,KMeans,0,30,LawSchoolAdmissions,GaussianNB,closest,-0.15068220000421764
Decoded,decoded,MLP,Agglo,4,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2519613772137002
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1124369703259973
Encoded,encoded,MLP,Agglo,3,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2270038737199969
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0697279814976749
Original,original,,Agglo,1,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0043538487941616
Decoded,decoded,GNN,Agglo,3,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1396521007167199
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0960758154017146
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1497051804875656
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0609191503967702
Original,original,,Agglo,1,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0043538487941616
Decoded,decoded,MLP,Agglo,3,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1151062821277673
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0969696722048331
Encoded,encoded,MLP,Agglo,4,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2667207407467943
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0455478780350269
Original,original,,Agglo,2,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1042594575157523
Decoded,decoded,GNN,Agglo,3,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1124339056741007
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0991915448297279
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1844450528345987
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0258952869740035
Original,original,,Agglo,2,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1042594575157523
Decoded,decoded,MLP,KIP,3,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3208520958132769
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.257828346804181
Encoded,encoded,MLP,KIP,4,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.39381205920090223
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.14001311671011654
Original,original,,KIP,1,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20376993045283293
Decoded,decoded,GNN,KIP,3,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2477186731283149
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18992485473550005
Encoded,encoded,GNN,KIP,4,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2631810678064447
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.04622577903451203
Original,original,,KIP,2,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20376993045283293
Decoded,decoded,MLP,KMeans,4,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2070505381528729
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.12258341982462011
Encoded,encoded,MLP,KMeans,3,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20482825690772533
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07019666892769871
Original,original,,KMeans,1,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.01573106249438144
Decoded,decoded,GNN,KMeans,3,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.12985726894567798
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.11172086333287021
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16686375783529334
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.04822924413425626
Original,original,,KMeans,1,30,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.01573106249438144
Decoded,decoded,MLP,KMeans,3,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1182665511633418
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.11008515646069476
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.24711371084396422
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.039809215203942316
Original,original,,KMeans,1,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08562085761218662
Decoded,decoded,GNN,KMeans,3,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.10290876326994262
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08812856010395288
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.18451390534720455
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.01537413270351332
Original,original,,KMeans,1,30,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08562085761218662
Decoded,decoded,MLP,Agglo,4,30,LawSchoolAdmissions,LogisticRegression,centroid,0.3054897611821145
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0605300913548075
Encoded,encoded,MLP,Agglo,3,30,LawSchoolAdmissions,LogisticRegression,centroid,0.2571396832330413
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,LawSchoolAdmissions,LogisticRegression,centroid,0.1130261562445869
Original,original,,Agglo,0,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0131845020673448
Decoded,decoded,GNN,Agglo,2,30,LawSchoolAdmissions,LogisticRegression,centroid,0.119853290053397
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0790269922201553
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,LogisticRegression,centroid,0.27299968368492
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,LawSchoolAdmissions,LogisticRegression,centroid,0.2584407172821004
Original,original,,Agglo,0,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0131845020673448
Decoded,decoded,MLP,Agglo,2,30,LawSchoolAdmissions,LogisticRegression,closest,0.0716943191317904
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,LogisticRegression,closest,0.0423325601186934
Encoded,encoded,MLP,Agglo,4,30,LawSchoolAdmissions,LogisticRegression,closest,0.2784269349821884
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,LawSchoolAdmissions,LogisticRegression,closest,0.1217765987091332
Original,original,,Agglo,1,30,LawSchoolAdmissions,LogisticRegression,closest,0.0438651819941406
Decoded,decoded,GNN,Agglo,0,30,LawSchoolAdmissions,LogisticRegression,closest,0.0258276911258557
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,LogisticRegression,closest,0.0327743845035735
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,LogisticRegression,closest,0.2741030208090135
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,LawSchoolAdmissions,LogisticRegression,closest,0.2104370796586809
Original,original,,Agglo,2,30,LawSchoolAdmissions,LogisticRegression,closest,0.0438651819941406
Decoded,decoded,MLP,KIP,3,30,LawSchoolAdmissions,LogisticRegression,centroid,0.30739537125599686
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,LawSchoolAdmissions,LogisticRegression,centroid,0.2026568583887512
Encoded,encoded,MLP,KIP,4,30,LawSchoolAdmissions,LogisticRegression,centroid,0.38288396508484024
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,LawSchoolAdmissions,LogisticRegression,centroid,0.17867810421828748
Original,original,,KIP,0,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0012948207171314201
Decoded,decoded,GNN,KIP,2,30,LawSchoolAdmissions,LogisticRegression,centroid,0.1862037671619759
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,LawSchoolAdmissions,LogisticRegression,centroid,0.1092139946828941
Encoded,encoded,GNN,KIP,4,30,LawSchoolAdmissions,LogisticRegression,centroid,0.28235809126443184
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,LawSchoolAdmissions,LogisticRegression,centroid,0.2593350605140873
Original,original,,KIP,0,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0012948207171314201
Decoded,decoded,MLP,KMeans,3,30,LawSchoolAdmissions,LogisticRegression,centroid,0.20154900247780136
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,LawSchoolAdmissions,LogisticRegression,centroid,0.10597101198231644
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,LogisticRegression,centroid,0.25206602700728276
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,LogisticRegression,centroid,0.11454503347667926
Original,original,,KMeans,0,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0107417212059135
Decoded,decoded,GNN,KMeans,2,30,LawSchoolAdmissions,LogisticRegression,centroid,0.12470646713712248
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,LawSchoolAdmissions,LogisticRegression,centroid,0.07606153834567209
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,LogisticRegression,centroid,0.2607010521242063
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,LawSchoolAdmissions,LogisticRegression,centroid,0.2435961258934018
Original,original,,KMeans,0,30,LawSchoolAdmissions,LogisticRegression,centroid,0.0107417212059135
Decoded,decoded,MLP,KMeans,2,30,LawSchoolAdmissions,LogisticRegression,closest,0.06665361239352602
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,LawSchoolAdmissions,LogisticRegression,closest,0.055694048004579014
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,LogisticRegression,closest,0.26306475421565156
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,LawSchoolAdmissions,LogisticRegression,closest,0.10956589520933277
Original,original,,KMeans,0,30,LawSchoolAdmissions,LogisticRegression,closest,0.043434202697715765
Decoded,decoded,GNN,KMeans,1,30,LawSchoolAdmissions,LogisticRegression,closest,0.043073829445921405
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,LawSchoolAdmissions,LogisticRegression,closest,0.035010242583541004
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,LogisticRegression,closest,0.25139366917961425
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,LawSchoolAdmissions,LogisticRegression,closest,0.21510573961243867
Original,original,,KMeans,2,30,LawSchoolAdmissions,LogisticRegression,closest,0.043434202697715765
Decoded,decoded,MLP,Agglo,4,30,LawSchoolAdmissions,MLPClassifier,centroid,0.2843597255590115
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,LawSchoolAdmissions,MLPClassifier,centroid,0.1179196258444483
Encoded,encoded,MLP,Agglo,3,30,LawSchoolAdmissions,MLPClassifier,centroid,0.2563799621928166
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,MLPClassifier,centroid,0.0600499702513198
Original,original,,Agglo,1,30,LawSchoolAdmissions,MLPClassifier,centroid,0.075106944622267
Decoded,decoded,GNN,Agglo,3,30,LawSchoolAdmissions,MLPClassifier,centroid,0.1580370389895993
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,MLPClassifier,centroid,0.1170328139238885
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,MLPClassifier,centroid,0.2498936202260899
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,LawSchoolAdmissions,MLPClassifier,centroid,0.1314119702663825
Original,original,,Agglo,0,30,LawSchoolAdmissions,MLPClassifier,centroid,0.075106944622267
Decoded,decoded,MLP,Agglo,3,30,LawSchoolAdmissions,MLPClassifier,closest,0.145667801384255
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,LawSchoolAdmissions,MLPClassifier,closest,0.1138461277762297
Encoded,encoded,MLP,Agglo,4,30,LawSchoolAdmissions,MLPClassifier,closest,0.2636825100354725
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,MLPClassifier,closest,0.0551310824753914
Original,original,,Agglo,2,30,LawSchoolAdmissions,MLPClassifier,closest,0.1192413709999322
Decoded,decoded,GNN,Agglo,0,30,LawSchoolAdmissions,MLPClassifier,closest,0.0891198909466105
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,MLPClassifier,closest,0.0917925650893589
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,MLPClassifier,closest,0.2481407074913955
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,LawSchoolAdmissions,MLPClassifier,closest,0.1386203767161975
Original,original,,Agglo,2,30,LawSchoolAdmissions,MLPClassifier,closest,0.1192413709999322
Decoded,decoded,MLP,KIP,3,30,LawSchoolAdmissions,MLPClassifier,centroid,0.3167456826757243
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,LawSchoolAdmissions,MLPClassifier,centroid,0.2544097711234457
Encoded,encoded,MLP,KIP,4,30,LawSchoolAdmissions,MLPClassifier,centroid,0.3457828421663064
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,LawSchoolAdmissions,MLPClassifier,centroid,0.0338280149722471
Original,original,,KIP,0,30,LawSchoolAdmissions,MLPClassifier,centroid,0.00147877299874222
Decoded,decoded,GNN,KIP,3,30,LawSchoolAdmissions,MLPClassifier,centroid,0.24734879009481917
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,LawSchoolAdmissions,MLPClassifier,centroid,0.18000568614012752
Encoded,encoded,GNN,KIP,4,30,LawSchoolAdmissions,MLPClassifier,centroid,0.26649677283305334
Encoded-FT,encoded,GNN-MultiHead,KIP,2,30,LawSchoolAdmissions,MLPClassifier,centroid,0.2051971697331656
Original,original,,KIP,0,30,LawSchoolAdmissions,MLPClassifier,centroid,0.00147877299874222
Decoded,decoded,MLP,KMeans,3,30,LawSchoolAdmissions,MLPClassifier,centroid,0.22220513032934425
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,MLPClassifier,centroid,0.1675507798672983
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,MLPClassifier,centroid,0.23032915596592834
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,LawSchoolAdmissions,MLPClassifier,centroid,0.05764333968473924
Original,original,,KMeans,1,30,LawSchoolAdmissions,MLPClassifier,centroid,0.08478599778579443
Decoded,decoded,GNN,KMeans,3,30,LawSchoolAdmissions,MLPClassifier,centroid,0.19633507557671012
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,LawSchoolAdmissions,MLPClassifier,centroid,0.13992950692504086
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,MLPClassifier,centroid,0.2374155551706218
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,LawSchoolAdmissions,MLPClassifier,centroid,0.13168479202283492
Original,original,,KMeans,0,30,LawSchoolAdmissions,MLPClassifier,centroid,0.08478599778579443
Decoded,decoded,MLP,KMeans,3,30,LawSchoolAdmissions,MLPClassifier,closest,0.1495705269658606
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,MLPClassifier,closest,0.13028622749079294
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,MLPClassifier,closest,0.24970929137890777
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,LawSchoolAdmissions,MLPClassifier,closest,0.07173291710285508
Original,original,,KMeans,1,30,LawSchoolAdmissions,MLPClassifier,closest,0.11262078340701462
Decoded,decoded,GNN,KMeans,2,30,LawSchoolAdmissions,MLPClassifier,closest,0.11370698679761104
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,LawSchoolAdmissions,MLPClassifier,closest,0.10787135013819953
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,MLPClassifier,closest,0.2370802235293231
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,LawSchoolAdmissions,MLPClassifier,closest,0.15095534685454776
Original,original,,KMeans,1,30,LawSchoolAdmissions,MLPClassifier,closest,0.11262078340701462
Decoded,decoded,MLP,Agglo,4,30,LawSchoolAdmissions,XGBClassifier,centroid,0.3645230043907546
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,XGBClassifier,centroid,0.0766546291205687
Encoded,encoded,MLP,Agglo,2,30,LawSchoolAdmissions,XGBClassifier,centroid,0.2830332733338856
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,LawSchoolAdmissions,XGBClassifier,centroid,0.1138244752558763
Original,original,,Agglo,3,30,LawSchoolAdmissions,XGBClassifier,centroid,0.3565737051792829
Decoded,decoded,GNN,Agglo,2,30,LawSchoolAdmissions,XGBClassifier,centroid,0.2076391974634543
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,LawSchoolAdmissions,XGBClassifier,centroid,0.0846707687209573
Encoded,encoded,GNN,Agglo,3,30,LawSchoolAdmissions,XGBClassifier,centroid,0.2511183997469479
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,LawSchoolAdmissions,XGBClassifier,centroid,0.1210375887753334
Original,original,,Agglo,4,30,LawSchoolAdmissions,XGBClassifier,centroid,0.3565737051792829
Decoded,decoded,MLP,Agglo,2,30,LawSchoolAdmissions,XGBClassifier,closest,0.1090646864338487
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,LawSchoolAdmissions,XGBClassifier,closest,0.0755569404800458
Encoded,encoded,MLP,Agglo,4,30,LawSchoolAdmissions,XGBClassifier,closest,0.3053071268800036
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,LawSchoolAdmissions,XGBClassifier,closest,0.116220373703673
Original,original,,Agglo,1,30,LawSchoolAdmissions,XGBClassifier,closest,0.0925428719902996
Decoded,decoded,GNN,Agglo,2,30,LawSchoolAdmissions,XGBClassifier,closest,0.1155726809209287
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,LawSchoolAdmissions,XGBClassifier,closest,0.0855095685311683
Encoded,encoded,GNN,Agglo,4,30,LawSchoolAdmissions,XGBClassifier,closest,0.2526707913148915
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,LawSchoolAdmissions,XGBClassifier,closest,0.1813040842301869
Original,original,,Agglo,1,30,LawSchoolAdmissions,XGBClassifier,closest,0.0925428719902996
Decoded,decoded,MLP,KIP,3,30,LawSchoolAdmissions,XGBClassifier,centroid,0.37279972736652633
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,LawSchoolAdmissions,XGBClassifier,centroid,0.22387162126541096
Encoded,encoded,MLP,KIP,4,30,LawSchoolAdmissions,XGBClassifier,centroid,0.42170768720957374
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,LawSchoolAdmissions,XGBClassifier,centroid,0.15028524842030738
Original,original,,KIP,1,30,LawSchoolAdmissions,XGBClassifier,centroid,0.1575194496117609
Decoded,decoded,GNN,KIP,2,30,LawSchoolAdmissions,XGBClassifier,centroid,0.1807247380986451
Decoded-FT,decoded,GNN-MultiHead,KIP,0,30,LawSchoolAdmissions,XGBClassifier,centroid,0.11633221367836777
Encoded,encoded,GNN,KIP,4,30,LawSchoolAdmissions,XGBClassifier,centroid,0.31948933942867475
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,LawSchoolAdmissions,XGBClassifier,centroid,0.2572594310847348
Original,original,,KIP,1,30,LawSchoolAdmissions,XGBClassifier,centroid,0.1575194496117609
Decoded,decoded,MLP,KMeans,2,30,LawSchoolAdmissions,XGBClassifier,centroid,0.25512449257789255
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,LawSchoolAdmissions,XGBClassifier,centroid,0.12396312669925207
Encoded,encoded,MLP,KMeans,3,30,LawSchoolAdmissions,XGBClassifier,centroid,0.27085194194865153
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,LawSchoolAdmissions,XGBClassifier,centroid,0.10643418763509285
Original,original,,KMeans,4,30,LawSchoolAdmissions,XGBClassifier,centroid,0.3928236016237507
Decoded,decoded,GNN,KMeans,2,30,LawSchoolAdmissions,XGBClassifier,centroid,0.23627870371067705
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,LawSchoolAdmissions,XGBClassifier,centroid,0.07496064889779246
Encoded,encoded,GNN,KMeans,3,30,LawSchoolAdmissions,XGBClassifier,centroid,0.24040077873760154
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,LawSchoolAdmissions,XGBClassifier,centroid,0.16770611316548542
Original,original,,KMeans,4,30,LawSchoolAdmissions,XGBClassifier,centroid,0.3928236016237507
Decoded,decoded,MLP,KMeans,1,30,LawSchoolAdmissions,XGBClassifier,closest,0.07427624097184035
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,LawSchoolAdmissions,XGBClassifier,closest,0.08208357496290827
Encoded,encoded,MLP,KMeans,4,30,LawSchoolAdmissions,XGBClassifier,closest,0.29215670399686694
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,LawSchoolAdmissions,XGBClassifier,closest,0.11570843280940508
Original,original,,KMeans,0,30,LawSchoolAdmissions,XGBClassifier,closest,0.07065612785154267
Decoded,decoded,GNN,KMeans,1,30,LawSchoolAdmissions,XGBClassifier,closest,0.0950061756753703
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,LawSchoolAdmissions,XGBClassifier,closest,0.09504665647429181
Encoded,encoded,GNN,KMeans,4,30,LawSchoolAdmissions,XGBClassifier,closest,0.2566782021253361
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,LawSchoolAdmissions,XGBClassifier,closest,0.19742372664352043
Original,original,,KMeans,0,30,LawSchoolAdmissions,XGBClassifier,closest,0.07065612785154267
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,GaussianNB,centroid,0.0514742087928521
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MagicTelescope,GaussianNB,centroid,0.0869668295422907
Encoded,encoded,MLP,Agglo,2,30,MagicTelescope,GaussianNB,centroid,0.0050467532878059
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MagicTelescope,GaussianNB,centroid,-0.0789799868451287
Original,original,,Agglo,0,30,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,Agglo,4,30,MagicTelescope,GaussianNB,centroid,0.305710332652895
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MagicTelescope,GaussianNB,centroid,0.0998596975838561
Encoded,encoded,GNN,Agglo,3,30,MagicTelescope,GaussianNB,centroid,0.2127393134907947
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,MagicTelescope,GaussianNB,centroid,-0.0820693147430604
Original,original,,Agglo,0,30,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,GaussianNB,closest,0.0155071251499983
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MagicTelescope,GaussianNB,closest,0.0074929271290649
Encoded,encoded,MLP,Agglo,4,30,MagicTelescope,GaussianNB,closest,0.0565957332989668
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MagicTelescope,GaussianNB,closest,-0.0811140060473503
Original,original,,Agglo,0,30,MagicTelescope,GaussianNB,closest,-0.0830449879575786
Decoded,decoded,GNN,Agglo,3,30,MagicTelescope,GaussianNB,closest,0.0046674261315073
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MagicTelescope,GaussianNB,closest,-0.0237252723070508
Encoded,encoded,GNN,Agglo,4,30,MagicTelescope,GaussianNB,closest,0.2017366983218421
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,MagicTelescope,GaussianNB,closest,-0.0796778515493446
Original,original,,Agglo,0,30,MagicTelescope,GaussianNB,closest,-0.0830449879575786
Decoded,decoded,MLP,KIP,4,30,MagicTelescope,GaussianNB,centroid,0.29926012967639254
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,MagicTelescope,GaussianNB,centroid,0.14156337499042557
Encoded,encoded,MLP,KIP,2,30,MagicTelescope,GaussianNB,centroid,0.13385148369197175
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MagicTelescope,GaussianNB,centroid,-0.07952879542959404
Original,original,,KIP,1,30,MagicTelescope,GaussianNB,centroid,-0.013382953864334562
Decoded,decoded,GNN,KIP,3,30,MagicTelescope,GaussianNB,centroid,0.25419606350811963
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,MagicTelescope,GaussianNB,centroid,-0.025080272677867343
Encoded,encoded,GNN,KIP,4,30,MagicTelescope,GaussianNB,centroid,0.3048736852727447
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MagicTelescope,GaussianNB,centroid,-0.07167824303442263
Original,original,,KIP,2,30,MagicTelescope,GaussianNB,centroid,-0.013382953864334562
Decoded,decoded,MLP,KMeans,4,30,MagicTelescope,GaussianNB,centroid,0.041554317338776736
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MagicTelescope,GaussianNB,centroid,0.0256787463723801
Encoded,encoded,MLP,KMeans,2,30,MagicTelescope,GaussianNB,centroid,0.007187520136557738
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,MagicTelescope,GaussianNB,centroid,-0.08555833431609863
Original,original,,KMeans,0,30,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,30,MagicTelescope,GaussianNB,centroid,0.1475699354049621
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MagicTelescope,GaussianNB,centroid,0.07963681856368741
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,GaussianNB,centroid,0.18380327753252543
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,MagicTelescope,GaussianNB,centroid,-0.08443366577143833
Original,original,,KMeans,0,30,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,3,30,MagicTelescope,GaussianNB,closest,-0.018026672048573257
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,MagicTelescope,GaussianNB,closest,-0.025374312013607077
Encoded,encoded,MLP,KMeans,4,30,MagicTelescope,GaussianNB,closest,0.028405889783576783
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,GaussianNB,closest,-0.08617346436330779
Original,original,,KMeans,1,30,MagicTelescope,GaussianNB,closest,-0.047712304667790806
Decoded,decoded,GNN,KMeans,2,30,MagicTelescope,GaussianNB,closest,-0.0032006944604861796
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MagicTelescope,GaussianNB,closest,0.031912903080695706
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,GaussianNB,closest,0.21540961861815489
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,GaussianNB,closest,-0.08034981988039033
Original,original,,KMeans,1,30,MagicTelescope,GaussianNB,closest,-0.047712304667790806
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,KNeighborsClassifier,centroid,0.2265535812093896
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MagicTelescope,KNeighborsClassifier,centroid,0.2610836630346234
Encoded,encoded,MLP,Agglo,1,30,MagicTelescope,KNeighborsClassifier,centroid,0.0856498614003431
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,KNeighborsClassifier,centroid,0.0024291779386046
Original,original,,Agglo,2,30,MagicTelescope,KNeighborsClassifier,centroid,0.1311675457156441
Decoded,decoded,GNN,Agglo,4,30,MagicTelescope,KNeighborsClassifier,centroid,0.3339995940712155
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MagicTelescope,KNeighborsClassifier,centroid,0.231511473048831
Encoded,encoded,GNN,Agglo,3,30,MagicTelescope,KNeighborsClassifier,centroid,0.2335625255443199
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,KNeighborsClassifier,centroid,-0.0035757877381703
Original,original,,Agglo,1,30,MagicTelescope,KNeighborsClassifier,centroid,0.1311675457156441
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,KNeighborsClassifier,closest,0.234900978399584
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MagicTelescope,KNeighborsClassifier,closest,0.2366053232277455
Encoded,encoded,MLP,Agglo,1,30,MagicTelescope,KNeighborsClassifier,closest,0.1754827355151542
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,KNeighborsClassifier,closest,0.003185150791422
Original,original,,Agglo,2,30,MagicTelescope,KNeighborsClassifier,closest,0.1877784852183534
Decoded,decoded,GNN,Agglo,2,30,MagicTelescope,KNeighborsClassifier,closest,0.2576510625046918
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,MagicTelescope,KNeighborsClassifier,closest,0.2828731416941688
Encoded,encoded,GNN,Agglo,4,30,MagicTelescope,KNeighborsClassifier,closest,0.2969521977151214
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,KNeighborsClassifier,closest,-0.0040467763415806
Original,original,,Agglo,1,30,MagicTelescope,KNeighborsClassifier,closest,0.1877784852183534
Decoded,decoded,MLP,KIP,3,30,MagicTelescope,KNeighborsClassifier,centroid,0.36801748274107576
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MagicTelescope,KNeighborsClassifier,centroid,0.32966243963199504
Encoded,encoded,MLP,KIP,1,30,MagicTelescope,KNeighborsClassifier,centroid,0.2955248853807251
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MagicTelescope,KNeighborsClassifier,centroid,0.055103053084919695
Original,original,,KIP,4,30,MagicTelescope,KNeighborsClassifier,centroid,0.41820779661299695
Decoded,decoded,GNN,KIP,2,30,MagicTelescope,KNeighborsClassifier,centroid,0.3684583881290854
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,MagicTelescope,KNeighborsClassifier,centroid,0.3133480505687173
Encoded,encoded,GNN,KIP,3,30,MagicTelescope,KNeighborsClassifier,centroid,0.3975816653645435
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MagicTelescope,KNeighborsClassifier,centroid,0.047651479554812866
Original,original,,KIP,4,30,MagicTelescope,KNeighborsClassifier,centroid,0.41820779661299695
Decoded,decoded,MLP,KMeans,3,30,MagicTelescope,KNeighborsClassifier,centroid,0.2136885302875699
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MagicTelescope,KNeighborsClassifier,centroid,0.22494860552341173
Encoded,encoded,MLP,KMeans,1,30,MagicTelescope,KNeighborsClassifier,centroid,0.08110123474639178
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,KNeighborsClassifier,centroid,-0.0031928801203327606
Original,original,,KMeans,2,30,MagicTelescope,KNeighborsClassifier,centroid,0.14180688355126514
Decoded,decoded,GNN,KMeans,4,30,MagicTelescope,KNeighborsClassifier,centroid,0.29837850912922714
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MagicTelescope,KNeighborsClassifier,centroid,0.21601377933600055
Encoded,encoded,GNN,KMeans,3,30,MagicTelescope,KNeighborsClassifier,centroid,0.21665409028857083
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,KNeighborsClassifier,centroid,-0.005706357790079141
Original,original,,KMeans,1,30,MagicTelescope,KNeighborsClassifier,centroid,0.14180688355126514
Decoded,decoded,MLP,KMeans,3,30,MagicTelescope,KNeighborsClassifier,closest,0.21944571258573858
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MagicTelescope,KNeighborsClassifier,closest,0.2261620545557165
Encoded,encoded,MLP,KMeans,1,30,MagicTelescope,KNeighborsClassifier,closest,0.1791536662876144
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,KNeighborsClassifier,closest,0.007699078875299199
Original,original,,KMeans,2,30,MagicTelescope,KNeighborsClassifier,closest,0.20714445782094087
Decoded,decoded,GNN,KMeans,2,30,MagicTelescope,KNeighborsClassifier,closest,0.24380805685227253
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MagicTelescope,KNeighborsClassifier,closest,0.24932318326016426
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,KNeighborsClassifier,closest,0.2720247783378606
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,KNeighborsClassifier,closest,-0.00248756495555632
Original,original,,KMeans,1,30,MagicTelescope,KNeighborsClassifier,closest,0.20714445782094087
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,LogisticRegression,centroid,0.1303592595932686
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MagicTelescope,LogisticRegression,centroid,0.1438804109182072
Encoded,encoded,MLP,Agglo,2,30,MagicTelescope,LogisticRegression,centroid,0.0413726594179407
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,LogisticRegression,centroid,0.0223644560571383
Original,original,,Agglo,1,30,MagicTelescope,LogisticRegression,centroid,0.0384632571169049
Decoded,decoded,GNN,Agglo,4,30,MagicTelescope,LogisticRegression,centroid,0.2984938975131015
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MagicTelescope,LogisticRegression,centroid,0.11254076155765
Encoded,encoded,GNN,Agglo,3,30,MagicTelescope,LogisticRegression,centroid,0.2404916329294618
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,LogisticRegression,centroid,0.0207346707971892
Original,original,,Agglo,1,30,MagicTelescope,LogisticRegression,centroid,0.0384632571169049
Decoded,decoded,MLP,Agglo,1,30,MagicTelescope,LogisticRegression,closest,0.045797290786676
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MagicTelescope,LogisticRegression,closest,0.0827095708042576
Encoded,encoded,MLP,Agglo,2,30,MagicTelescope,LogisticRegression,closest,0.0587388906898313
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,LogisticRegression,closest,0.0237648581141668
Original,original,,Agglo,4,30,MagicTelescope,LogisticRegression,closest,0.1267554788597785
Decoded,decoded,GNN,Agglo,3,30,MagicTelescope,LogisticRegression,closest,0.1583315527022126
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MagicTelescope,LogisticRegression,closest,0.0943772408531756
Encoded,encoded,GNN,Agglo,4,30,MagicTelescope,LogisticRegression,closest,0.2931761069906088
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,LogisticRegression,closest,0.0226723766022633
Original,original,,Agglo,2,30,MagicTelescope,LogisticRegression,closest,0.1267554788597785
Decoded,decoded,MLP,KIP,4,30,MagicTelescope,LogisticRegression,centroid,0.2818486390426461
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,MagicTelescope,LogisticRegression,centroid,0.18338003597010274
Encoded,encoded,MLP,KIP,2,30,MagicTelescope,LogisticRegression,centroid,0.17620177705631743
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MagicTelescope,LogisticRegression,centroid,0.031183549622465546
Original,original,,KIP,1,30,MagicTelescope,LogisticRegression,centroid,0.10302252315565201
Decoded,decoded,GNN,KIP,3,30,MagicTelescope,LogisticRegression,centroid,0.260932953212597
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,MagicTelescope,LogisticRegression,centroid,0.15658379893790428
Encoded,encoded,GNN,KIP,4,30,MagicTelescope,LogisticRegression,centroid,0.35061024868984825
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MagicTelescope,LogisticRegression,centroid,0.02369487863407852
Original,original,,KIP,1,30,MagicTelescope,LogisticRegression,centroid,0.10302252315565201
Decoded,decoded,MLP,KMeans,4,30,MagicTelescope,LogisticRegression,centroid,0.10769197437732747
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MagicTelescope,LogisticRegression,centroid,0.08250997762769016
Encoded,encoded,MLP,KMeans,1,30,MagicTelescope,LogisticRegression,centroid,0.0345745754041084
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,LogisticRegression,centroid,0.02038087361148008
Original,original,,KMeans,2,30,MagicTelescope,LogisticRegression,centroid,0.040441964830978124
Decoded,decoded,GNN,KMeans,3,30,MagicTelescope,LogisticRegression,centroid,0.2147333887427823
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MagicTelescope,LogisticRegression,centroid,0.08216219261093599
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,LogisticRegression,centroid,0.25236848312706445
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,LogisticRegression,centroid,0.02050891656111516
Original,original,,KMeans,1,30,MagicTelescope,LogisticRegression,centroid,0.040441964830978124
Decoded,decoded,MLP,KMeans,2,30,MagicTelescope,LogisticRegression,closest,0.06352235646691369
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MagicTelescope,LogisticRegression,closest,0.06669624003828284
Encoded,encoded,MLP,KMeans,1,30,MagicTelescope,LogisticRegression,closest,0.05031475871026512
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,LogisticRegression,closest,0.02282912630456614
Original,original,,KMeans,4,30,MagicTelescope,LogisticRegression,closest,0.1479016311664339
Decoded,decoded,GNN,KMeans,2,30,MagicTelescope,LogisticRegression,closest,0.12002439532339917
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MagicTelescope,LogisticRegression,closest,0.09865600942014789
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,LogisticRegression,closest,0.2733350828203355
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,LogisticRegression,closest,0.02271099530915404
Original,original,,KMeans,3,30,MagicTelescope,LogisticRegression,closest,0.1479016311664339
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,MLPClassifier,centroid,0.1598386028584274
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MagicTelescope,MLPClassifier,centroid,0.1739380481535836
Encoded,encoded,MLP,Agglo,1,30,MagicTelescope,MLPClassifier,centroid,0.0529765525609422
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,MLPClassifier,centroid,0.0294508492214323
Original,original,,Agglo,2,30,MagicTelescope,MLPClassifier,centroid,0.0711427718617777
Decoded,decoded,GNN,Agglo,4,30,MagicTelescope,MLPClassifier,centroid,0.3286641042760904
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MagicTelescope,MLPClassifier,centroid,0.1173888660693033
Encoded,encoded,GNN,Agglo,3,30,MagicTelescope,MLPClassifier,centroid,0.2506934485239626
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,MLPClassifier,centroid,0.0248070785454933
Original,original,,Agglo,1,30,MagicTelescope,MLPClassifier,centroid,0.0711427718617777
Decoded,decoded,MLP,Agglo,2,30,MagicTelescope,MLPClassifier,closest,0.0982178953169353
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MagicTelescope,MLPClassifier,closest,0.1195665022397078
Encoded,encoded,MLP,Agglo,1,30,MagicTelescope,MLPClassifier,closest,0.0772843589642558
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,MLPClassifier,closest,0.027580063010843
Original,original,,Agglo,3,30,MagicTelescope,MLPClassifier,closest,0.1026446850186512
Decoded,decoded,GNN,Agglo,3,30,MagicTelescope,MLPClassifier,closest,0.170798301071357
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MagicTelescope,MLPClassifier,closest,0.1274039953645956
Encoded,encoded,GNN,Agglo,4,30,MagicTelescope,MLPClassifier,closest,0.2798134287473882
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,MLPClassifier,closest,0.0311051942114657
Original,original,,Agglo,1,30,MagicTelescope,MLPClassifier,closest,0.1026446850186512
Decoded,decoded,MLP,KIP,4,30,MagicTelescope,MLPClassifier,centroid,0.30151201194798716
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,MagicTelescope,MLPClassifier,centroid,0.21801740921478255
Encoded,encoded,MLP,KIP,2,30,MagicTelescope,MLPClassifier,centroid,0.16272963145079844
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MagicTelescope,MLPClassifier,centroid,0.031503370491774936
Original,original,,KIP,1,30,MagicTelescope,MLPClassifier,centroid,0.14174077034722884
Decoded,decoded,GNN,KIP,3,30,MagicTelescope,MLPClassifier,centroid,0.279956841296769
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,MagicTelescope,MLPClassifier,centroid,0.18156708841219044
Encoded,encoded,GNN,KIP,4,30,MagicTelescope,MLPClassifier,centroid,0.32069329199539914
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MagicTelescope,MLPClassifier,centroid,0.02654432969881198
Original,original,,KIP,1,30,MagicTelescope,MLPClassifier,centroid,0.14174077034722884
Decoded,decoded,MLP,KMeans,4,30,MagicTelescope,MLPClassifier,centroid,0.14356233102336752
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MagicTelescope,MLPClassifier,centroid,0.10966979489900393
Encoded,encoded,MLP,KMeans,1,30,MagicTelescope,MLPClassifier,centroid,0.043596335504402464
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,MLPClassifier,centroid,0.02611349832163598
Original,original,,KMeans,2,30,MagicTelescope,MLPClassifier,centroid,0.0647858230460782
Decoded,decoded,GNN,KMeans,3,30,MagicTelescope,MLPClassifier,centroid,0.21927935328874604
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MagicTelescope,MLPClassifier,centroid,0.11905352035438066
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,MLPClassifier,centroid,0.2416681195036209
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,MLPClassifier,centroid,0.025679320471723062
Original,original,,KMeans,1,30,MagicTelescope,MLPClassifier,centroid,0.0647858230460782
Decoded,decoded,MLP,KMeans,3,30,MagicTelescope,MLPClassifier,closest,0.09558319574112764
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,MagicTelescope,MLPClassifier,closest,0.09324681801719327
Encoded,encoded,MLP,KMeans,1,30,MagicTelescope,MLPClassifier,closest,0.0547607083079424
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,MLPClassifier,closest,0.028952656586587
Original,original,,KMeans,4,30,MagicTelescope,MLPClassifier,closest,0.10604810176731541
Decoded,decoded,GNN,KMeans,2,30,MagicTelescope,MLPClassifier,closest,0.13373703309283708
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MagicTelescope,MLPClassifier,closest,0.1436996443563086
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,MLPClassifier,closest,0.2589863318178849
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,MLPClassifier,closest,0.02944976971409788
Original,original,,KMeans,1,30,MagicTelescope,MLPClassifier,closest,0.10604810176731541
Decoded,decoded,MLP,Agglo,3,30,MagicTelescope,XGBClassifier,centroid,0.2416997655681603
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MagicTelescope,XGBClassifier,centroid,0.2340427366549001
Encoded,encoded,MLP,Agglo,1,30,MagicTelescope,XGBClassifier,centroid,0.1975565196302983
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,XGBClassifier,centroid,0.101159763951389
Original,original,,Agglo,4,30,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,30,MagicTelescope,XGBClassifier,centroid,0.3489447872598421
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MagicTelescope,XGBClassifier,centroid,0.2595516154239983
Encoded,encoded,GNN,Agglo,2,30,MagicTelescope,XGBClassifier,centroid,0.2870647516908733
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,XGBClassifier,centroid,0.0871957101667968
Original,original,,Agglo,4,30,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,2,30,MagicTelescope,XGBClassifier,closest,0.1458392390396378
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,MagicTelescope,XGBClassifier,closest,0.0875085554148364
Encoded,encoded,MLP,Agglo,3,30,MagicTelescope,XGBClassifier,closest,0.2021454555253159
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MagicTelescope,XGBClassifier,closest,0.1284330791409555
Original,original,,Agglo,4,30,MagicTelescope,XGBClassifier,closest,0.2403190428713858
Decoded,decoded,GNN,Agglo,3,30,MagicTelescope,XGBClassifier,closest,0.2908118886583493
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MagicTelescope,XGBClassifier,closest,0.1350335480046347
Encoded,encoded,GNN,Agglo,4,30,MagicTelescope,XGBClassifier,closest,0.3403985341273476
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MagicTelescope,XGBClassifier,closest,0.0733938724367437
Original,original,,Agglo,2,30,MagicTelescope,XGBClassifier,closest,0.2403190428713858
Decoded,decoded,MLP,KIP,4,30,MagicTelescope,XGBClassifier,centroid,0.2952178599337124
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MagicTelescope,XGBClassifier,centroid,0.24958373528064454
Encoded,encoded,MLP,KIP,3,30,MagicTelescope,XGBClassifier,centroid,0.2930182964619654
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MagicTelescope,XGBClassifier,centroid,0.0759633531836921
Original,original,,KIP,1,30,MagicTelescope,XGBClassifier,centroid,0.22469208590444878
Decoded,decoded,GNN,KIP,3,30,MagicTelescope,XGBClassifier,centroid,0.3288311821292878
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,MagicTelescope,XGBClassifier,centroid,0.2820010239551615
Encoded,encoded,GNN,KIP,4,30,MagicTelescope,XGBClassifier,centroid,0.3756285198458678
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MagicTelescope,XGBClassifier,centroid,0.0636256096575139
Original,original,,KIP,1,30,MagicTelescope,XGBClassifier,centroid,0.22469208590444878
Decoded,decoded,MLP,KMeans,3,30,MagicTelescope,XGBClassifier,centroid,0.2034949206434749
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MagicTelescope,XGBClassifier,centroid,0.16640704912290155
Encoded,encoded,MLP,KMeans,2,30,MagicTelescope,XGBClassifier,centroid,0.1818267360081916
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,XGBClassifier,centroid,0.11114278785265823
Original,original,,KMeans,4,30,MagicTelescope,XGBClassifier,centroid,0.4213513513513513
Decoded,decoded,GNN,KMeans,3,30,MagicTelescope,XGBClassifier,centroid,0.29733609980868203
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MagicTelescope,XGBClassifier,centroid,0.19431106679960114
Encoded,encoded,GNN,KMeans,2,30,MagicTelescope,XGBClassifier,centroid,0.28364021449166016
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,XGBClassifier,centroid,0.10108760205868875
Original,original,,KMeans,4,30,MagicTelescope,XGBClassifier,centroid,0.4213513513513513
Decoded,decoded,MLP,KMeans,2,30,MagicTelescope,XGBClassifier,closest,0.1743004500013473
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MagicTelescope,XGBClassifier,closest,0.16935506992535898
Encoded,encoded,MLP,KMeans,3,30,MagicTelescope,XGBClassifier,closest,0.1914774056209749
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MagicTelescope,XGBClassifier,closest,0.14512155425615042
Original,original,,KMeans,4,30,MagicTelescope,XGBClassifier,closest,0.2774493276925979
Decoded,decoded,GNN,KMeans,2,30,MagicTelescope,XGBClassifier,closest,0.2016673223572525
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MagicTelescope,XGBClassifier,closest,0.15877583465818762
Encoded,encoded,GNN,KMeans,4,30,MagicTelescope,XGBClassifier,closest,0.31039244428875534
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MagicTelescope,XGBClassifier,closest,0.0924703726657864
Original,original,,KMeans,3,30,MagicTelescope,XGBClassifier,closest,0.2774493276925979
Decoded,decoded,MLP,Agglo,3,30,MedicalAppointments,GaussianNB,centroid,0.011505356744694
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MedicalAppointments,GaussianNB,centroid,-0.0809229117473141
Encoded,encoded,MLP,Agglo,1,30,MedicalAppointments,GaussianNB,centroid,-0.0835985680858486
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MedicalAppointments,GaussianNB,centroid,-0.1156441915098092
Original,original,,Agglo,4,30,MedicalAppointments,GaussianNB,centroid,0.0291389770322253
Decoded,decoded,GNN,Agglo,3,30,MedicalAppointments,GaussianNB,centroid,-0.0450000353512213
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,GaussianNB,centroid,-0.0942266972078225
Encoded,encoded,GNN,Agglo,1,30,MedicalAppointments,GaussianNB,centroid,-0.1441796111055257
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MedicalAppointments,GaussianNB,centroid,-0.1591048105079693
Original,original,,Agglo,4,30,MedicalAppointments,GaussianNB,centroid,0.0291389770322253
Decoded,decoded,MLP,Agglo,4,30,MedicalAppointments,GaussianNB,closest,0.017028252178713
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MedicalAppointments,GaussianNB,closest,0.0104814646649023
Encoded,encoded,MLP,Agglo,0,30,MedicalAppointments,GaussianNB,closest,-0.0700416333919704
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MedicalAppointments,GaussianNB,closest,-0.0514904333559637
Original,original,,Agglo,2,30,MedicalAppointments,GaussianNB,closest,-0.0036829074775764
Decoded,decoded,GNN,Agglo,2,30,MedicalAppointments,GaussianNB,closest,-0.0124023293178368
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MedicalAppointments,GaussianNB,closest,0.038412205931728
Encoded,encoded,GNN,Agglo,1,30,MedicalAppointments,GaussianNB,closest,-0.0537462723861609
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MedicalAppointments,GaussianNB,closest,-0.1147079014808024
Original,original,,Agglo,3,30,MedicalAppointments,GaussianNB,closest,-0.0036829074775764
Decoded,decoded,MLP,KIP,1,30,MedicalAppointments,GaussianNB,centroid,0.027445653532854542
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MedicalAppointments,GaussianNB,centroid,0.032925144564939425
Encoded,encoded,MLP,KIP,3,30,MedicalAppointments,GaussianNB,centroid,0.035171223209163195
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MedicalAppointments,GaussianNB,centroid,-0.00535840016582298
Original,original,,KIP,4,30,MedicalAppointments,GaussianNB,centroid,0.04624851977538698
Decoded,decoded,GNN,KIP,2,30,MedicalAppointments,GaussianNB,centroid,0.02592327474400124
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,MedicalAppointments,GaussianNB,centroid,0.03094173411708434
Encoded,encoded,GNN,KIP,0,30,MedicalAppointments,GaussianNB,centroid,-0.03880453550995681
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,MedicalAppointments,GaussianNB,centroid,-0.03746775925507896
Original,original,,KIP,4,30,MedicalAppointments,GaussianNB,centroid,0.04624851977538698
Decoded,decoded,MLP,KMeans,2,30,MedicalAppointments,GaussianNB,centroid,-0.034040691152589383
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MedicalAppointments,GaussianNB,centroid,-0.0017407976028767605
Encoded,encoded,MLP,KMeans,1,30,MedicalAppointments,GaussianNB,centroid,-0.0776279020119327
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,GaussianNB,centroid,-0.12576069361510367
Original,original,,KMeans,4,30,MedicalAppointments,GaussianNB,centroid,0.02709196887506038
Decoded,decoded,GNN,KMeans,2,30,MedicalAppointments,GaussianNB,centroid,-0.012227797751696742
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MedicalAppointments,GaussianNB,centroid,0.023982803096629122
Encoded,encoded,GNN,KMeans,1,30,MedicalAppointments,GaussianNB,centroid,-0.10807885771064449
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MedicalAppointments,GaussianNB,centroid,-0.14280862176624692
Original,original,,KMeans,4,30,MedicalAppointments,GaussianNB,centroid,0.02709196887506038
Decoded,decoded,MLP,KMeans,4,30,MedicalAppointments,GaussianNB,closest,0.0012178409508892389
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,MedicalAppointments,GaussianNB,closest,-0.007490044320084742
Encoded,encoded,MLP,KMeans,1,30,MedicalAppointments,GaussianNB,closest,-0.041128731730962945
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,GaussianNB,closest,-0.07595642729176359
Original,original,,KMeans,3,30,MedicalAppointments,GaussianNB,closest,-0.006548391252141961
Decoded,decoded,GNN,KMeans,4,30,MedicalAppointments,GaussianNB,closest,0.01163705297734024
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MedicalAppointments,GaussianNB,closest,-0.00945993508136206
Encoded,encoded,GNN,KMeans,1,30,MedicalAppointments,GaussianNB,closest,-0.1014246024841388
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MedicalAppointments,GaussianNB,closest,-0.11073142366610773
Original,original,,KMeans,3,30,MedicalAppointments,GaussianNB,closest,-0.006548391252141961
Decoded,decoded,MLP,Agglo,3,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.0165254886867348
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.0182127748404202
Encoded,encoded,MLP,Agglo,4,30,MedicalAppointments,KNeighborsClassifier,centroid,0.0189893080919935
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.08973676313738
Original,original,,Agglo,1,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.0518422177065562
Decoded,decoded,GNN,Agglo,3,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.027685126897096
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.0430048403878831
Encoded,encoded,GNN,Agglo,4,30,MedicalAppointments,KNeighborsClassifier,centroid,0.0154826362500695
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.0416633777687899
Original,original,,Agglo,0,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.0518422177065562
Decoded,decoded,MLP,Agglo,3,30,MedicalAppointments,KNeighborsClassifier,closest,-0.009312691014296
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MedicalAppointments,KNeighborsClassifier,closest,-0.0287857117229367
Encoded,encoded,MLP,Agglo,4,30,MedicalAppointments,KNeighborsClassifier,closest,0.0185931725741797
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MedicalAppointments,KNeighborsClassifier,closest,-0.0438691953670572
Original,original,,Agglo,0,30,MedicalAppointments,KNeighborsClassifier,closest,-0.0553241820429437
Decoded,decoded,GNN,Agglo,3,30,MedicalAppointments,KNeighborsClassifier,closest,0.0030726188651182
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,MedicalAppointments,KNeighborsClassifier,closest,-0.071282295074481
Encoded,encoded,GNN,Agglo,4,30,MedicalAppointments,KNeighborsClassifier,closest,0.0281388317182397
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,KNeighborsClassifier,closest,-0.029526855346117
Original,original,,Agglo,1,30,MedicalAppointments,KNeighborsClassifier,closest,-0.0553241820429437
Decoded,decoded,MLP,KIP,3,30,MedicalAppointments,KNeighborsClassifier,centroid,0.058670458956185424
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,MedicalAppointments,KNeighborsClassifier,centroid,0.03658682527308728
Encoded,encoded,MLP,KIP,4,30,MedicalAppointments,KNeighborsClassifier,centroid,0.061748899985974603
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MedicalAppointments,KNeighborsClassifier,centroid,0.025251266361587442
Original,original,,KIP,2,30,MedicalAppointments,KNeighborsClassifier,centroid,0.054805373352425246
Decoded,decoded,GNN,KIP,1,30,MedicalAppointments,KNeighborsClassifier,centroid,0.041979454445231004
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,MedicalAppointments,KNeighborsClassifier,centroid,0.047759461425305016
Encoded,encoded,GNN,KIP,2,30,MedicalAppointments,KNeighborsClassifier,centroid,0.044116629211284196
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MedicalAppointments,KNeighborsClassifier,centroid,0.04111694233610696
Original,original,,KIP,4,30,MedicalAppointments,KNeighborsClassifier,centroid,0.054805373352425246
Decoded,decoded,MLP,KMeans,2,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.02609766558921268
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.018872310306699062
Encoded,encoded,MLP,KMeans,4,30,MedicalAppointments,KNeighborsClassifier,centroid,0.009698617358205005
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.08588845906708363
Original,original,,KMeans,1,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.03970227048113574
Decoded,decoded,GNN,KMeans,2,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.03274396827001788
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.07486493230306561
Encoded,encoded,GNN,KMeans,4,30,MedicalAppointments,KNeighborsClassifier,centroid,0.00028275823828158005
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.03010925120765054
Original,original,,KMeans,1,30,MedicalAppointments,KNeighborsClassifier,centroid,-0.03970227048113574
Decoded,decoded,MLP,KMeans,2,30,MedicalAppointments,KNeighborsClassifier,closest,-0.038496299582173904
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MedicalAppointments,KNeighborsClassifier,closest,-0.04380598329348594
Encoded,encoded,MLP,KMeans,4,30,MedicalAppointments,KNeighborsClassifier,closest,0.02902331149070252
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,KNeighborsClassifier,closest,-0.0499406693695426
Original,original,,KMeans,3,30,MedicalAppointments,KNeighborsClassifier,closest,-0.031091452018513422
Decoded,decoded,GNN,KMeans,3,30,MedicalAppointments,KNeighborsClassifier,closest,-0.01567276172831848
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,MedicalAppointments,KNeighborsClassifier,closest,-0.05693586159882831
Encoded,encoded,GNN,KMeans,4,30,MedicalAppointments,KNeighborsClassifier,closest,0.0037715069458261995
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,MedicalAppointments,KNeighborsClassifier,closest,-0.020281453551520317
Original,original,,KMeans,1,30,MedicalAppointments,KNeighborsClassifier,closest,-0.031091452018513422
Decoded,decoded,MLP,Agglo,4,30,MedicalAppointments,LogisticRegression,centroid,0.1711180103972627
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MedicalAppointments,LogisticRegression,centroid,0.1567925532023051
Encoded,encoded,MLP,Agglo,2,30,MedicalAppointments,LogisticRegression,centroid,0.1056589938187591
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MedicalAppointments,LogisticRegression,centroid,0.0893184648489207
Original,original,,Agglo,0,30,MedicalAppointments,LogisticRegression,centroid,0.0327867932901242
Decoded,decoded,GNN,Agglo,4,30,MedicalAppointments,LogisticRegression,centroid,0.1609526923354421
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MedicalAppointments,LogisticRegression,centroid,0.0561949030652943
Encoded,encoded,GNN,Agglo,3,30,MedicalAppointments,LogisticRegression,centroid,0.0850226507137171
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,LogisticRegression,centroid,0.0814571677524288
Original,original,,Agglo,0,30,MedicalAppointments,LogisticRegression,centroid,0.0327867932901242
Decoded,decoded,MLP,Agglo,4,30,MedicalAppointments,LogisticRegression,closest,0.1643541733174879
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MedicalAppointments,LogisticRegression,closest,0.1377094259348761
Encoded,encoded,MLP,Agglo,0,30,MedicalAppointments,LogisticRegression,closest,0.1175984641169067
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,MedicalAppointments,LogisticRegression,closest,0.1480088764406002
Original,original,,Agglo,1,30,MedicalAppointments,LogisticRegression,closest,0.1195632625189285
Decoded,decoded,GNN,Agglo,4,30,MedicalAppointments,LogisticRegression,closest,0.1468042787478326
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MedicalAppointments,LogisticRegression,closest,0.1273790541496111
Encoded,encoded,GNN,Agglo,3,30,MedicalAppointments,LogisticRegression,closest,0.1455930200084517
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,LogisticRegression,closest,0.1386996080429824
Original,original,,Agglo,0,30,MedicalAppointments,LogisticRegression,closest,0.1195632625189285
Decoded,decoded,MLP,KIP,3,30,MedicalAppointments,LogisticRegression,centroid,0.18635854114104283
Decoded-FT,decoded,MLP-MultiHead,KIP,0,30,MedicalAppointments,LogisticRegression,centroid,0.15976645108481446
Encoded,encoded,MLP,KIP,4,30,MedicalAppointments,LogisticRegression,centroid,0.20016258563038355
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,MedicalAppointments,LogisticRegression,centroid,0.16060993591161637
Original,original,,KIP,2,30,MedicalAppointments,LogisticRegression,centroid,0.16392723528772873
Decoded,decoded,GNN,KIP,4,30,MedicalAppointments,LogisticRegression,centroid,0.18546043573201348
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,MedicalAppointments,LogisticRegression,centroid,0.15710761369547632
Encoded,encoded,GNN,KIP,0,30,MedicalAppointments,LogisticRegression,centroid,0.1430102307365511
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,MedicalAppointments,LogisticRegression,centroid,0.15267828413963427
Original,original,,KIP,3,30,MedicalAppointments,LogisticRegression,centroid,0.16392723528772873
Decoded,decoded,MLP,KMeans,4,30,MedicalAppointments,LogisticRegression,centroid,0.1384896097839695
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MedicalAppointments,LogisticRegression,centroid,0.10684759097639925
Encoded,encoded,MLP,KMeans,2,30,MedicalAppointments,LogisticRegression,centroid,0.10535466111644878
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,MedicalAppointments,LogisticRegression,centroid,0.07478106016236258
Original,original,,KMeans,0,30,MedicalAppointments,LogisticRegression,centroid,0.059886356935478134
Decoded,decoded,GNN,KMeans,4,30,MedicalAppointments,LogisticRegression,centroid,0.12710900830828833
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MedicalAppointments,LogisticRegression,centroid,0.09597442102007536
Encoded,encoded,GNN,KMeans,2,30,MedicalAppointments,LogisticRegression,centroid,0.07693302696258439
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,MedicalAppointments,LogisticRegression,centroid,0.07453520443768735
Original,original,,KMeans,0,30,MedicalAppointments,LogisticRegression,centroid,0.059886356935478134
Decoded,decoded,MLP,KMeans,2,30,MedicalAppointments,LogisticRegression,closest,0.12392512619002213
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MedicalAppointments,LogisticRegression,closest,0.11134302616115532
Encoded,encoded,MLP,KMeans,4,30,MedicalAppointments,LogisticRegression,closest,0.1461816461802087
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,LogisticRegression,closest,0.10906810345208387
Original,original,,KMeans,3,30,MedicalAppointments,LogisticRegression,closest,0.1400331075051554
Decoded,decoded,GNN,KMeans,4,30,MedicalAppointments,LogisticRegression,closest,0.14224289218997888
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MedicalAppointments,LogisticRegression,closest,0.12064190332605682
Encoded,encoded,GNN,KMeans,0,30,MedicalAppointments,LogisticRegression,closest,0.1168978061527455
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,MedicalAppointments,LogisticRegression,closest,0.13857289390151722
Original,original,,KMeans,3,30,MedicalAppointments,LogisticRegression,closest,0.1400331075051554
Decoded,decoded,MLP,Agglo,4,30,MedicalAppointments,MLPClassifier,centroid,0.0766938859243804
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MedicalAppointments,MLPClassifier,centroid,0.0388219421405764
Encoded,encoded,MLP,Agglo,2,30,MedicalAppointments,MLPClassifier,centroid,0.0214074335204093
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MedicalAppointments,MLPClassifier,centroid,-0.0268851741699118
Original,original,,Agglo,1,30,MedicalAppointments,MLPClassifier,centroid,-0.0071772399497714
Decoded,decoded,GNN,Agglo,4,30,MedicalAppointments,MLPClassifier,centroid,0.0862140453324336
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,MedicalAppointments,MLPClassifier,centroid,-0.0496513244375213
Encoded,encoded,GNN,Agglo,1,30,MedicalAppointments,MLPClassifier,centroid,-0.0373215216398102
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,MedicalAppointments,MLPClassifier,centroid,-0.0071306621308853
Original,original,,Agglo,2,30,MedicalAppointments,MLPClassifier,centroid,-0.0071772399497714
Decoded,decoded,MLP,Agglo,4,30,MedicalAppointments,MLPClassifier,closest,0.0701024546510554
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MedicalAppointments,MLPClassifier,closest,0.0282890501222256
Encoded,encoded,MLP,Agglo,1,30,MedicalAppointments,MLPClassifier,closest,0.02205621288601
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,MedicalAppointments,MLPClassifier,closest,0.0230129890641429
Original,original,,Agglo,0,30,MedicalAppointments,MLPClassifier,closest,0.0164849225393533
Decoded,decoded,GNN,Agglo,4,30,MedicalAppointments,MLPClassifier,closest,0.0529681222510911
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,MLPClassifier,closest,0.0310317822289151
Encoded,encoded,GNN,Agglo,3,30,MedicalAppointments,MLPClassifier,closest,0.0499813097635385
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,MedicalAppointments,MLPClassifier,closest,0.0289656500801557
Original,original,,Agglo,0,30,MedicalAppointments,MLPClassifier,closest,0.0164849225393533
Decoded,decoded,MLP,KIP,3,30,MedicalAppointments,MLPClassifier,centroid,0.09348002745490529
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MedicalAppointments,MLPClassifier,centroid,0.08224309318330084
Encoded,encoded,MLP,KIP,4,30,MedicalAppointments,MLPClassifier,centroid,0.10314535833908074
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,MedicalAppointments,MLPClassifier,centroid,0.060352180326617
Original,original,,KIP,0,30,MedicalAppointments,MLPClassifier,centroid,0.05240028268243798
Decoded,decoded,GNN,KIP,4,30,MedicalAppointments,MLPClassifier,centroid,0.08737956264610255
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,MedicalAppointments,MLPClassifier,centroid,0.06069409777070376
Encoded,encoded,GNN,KIP,2,30,MedicalAppointments,MLPClassifier,centroid,0.05696202441859901
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,MedicalAppointments,MLPClassifier,centroid,0.05628110556984818
Original,original,,KIP,0,30,MedicalAppointments,MLPClassifier,centroid,0.05240028268243798
Decoded,decoded,MLP,KMeans,4,30,MedicalAppointments,MLPClassifier,centroid,0.02375467186951164
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MedicalAppointments,MLPClassifier,centroid,0.014561171926295599
Encoded,encoded,MLP,KMeans,2,30,MedicalAppointments,MLPClassifier,centroid,0.00605268904939732
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,MLPClassifier,centroid,-0.05869017971708568
Original,original,,KMeans,1,30,MedicalAppointments,MLPClassifier,centroid,0.0006344513664916601
Decoded,decoded,GNN,KMeans,4,30,MedicalAppointments,MLPClassifier,centroid,0.030235435506153218
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MedicalAppointments,MLPClassifier,centroid,0.01807589788597406
Encoded,encoded,GNN,KMeans,0,30,MedicalAppointments,MLPClassifier,centroid,-0.0241213204803771
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,MedicalAppointments,MLPClassifier,centroid,-0.02088908781006444
Original,original,,KMeans,2,30,MedicalAppointments,MLPClassifier,centroid,0.0006344513664916601
Decoded,decoded,MLP,KMeans,2,30,MedicalAppointments,MLPClassifier,closest,0.025463786218687424
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MedicalAppointments,MLPClassifier,closest,0.02081535141860994
Encoded,encoded,MLP,KMeans,4,30,MedicalAppointments,MLPClassifier,closest,0.04731559262235731
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,MLPClassifier,closest,-0.010287393023714422
Original,original,,KMeans,3,30,MedicalAppointments,MLPClassifier,closest,0.030870942951786995
Decoded,decoded,GNN,KMeans,4,30,MedicalAppointments,MLPClassifier,closest,0.047280537099784525
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,MedicalAppointments,MLPClassifier,closest,0.022055834589003617
Encoded,encoded,GNN,KMeans,3,30,MedicalAppointments,MLPClassifier,closest,0.03367640931200157
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,MedicalAppointments,MLPClassifier,closest,0.03220940504678164
Original,original,,KMeans,1,30,MedicalAppointments,MLPClassifier,closest,0.030870942951786995
Decoded,decoded,MLP,Agglo,1,30,MedicalAppointments,XGBClassifier,centroid,0.2063249226585508
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MedicalAppointments,XGBClassifier,centroid,0.2330708604869578
Encoded,encoded,MLP,Agglo,2,30,MedicalAppointments,XGBClassifier,centroid,0.2163082268533555
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MedicalAppointments,XGBClassifier,centroid,0.1712026219622317
Original,original,,Agglo,4,30,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,3,30,MedicalAppointments,XGBClassifier,centroid,0.2076074302051772
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,MedicalAppointments,XGBClassifier,centroid,0.1396807449249618
Encoded,encoded,GNN,Agglo,1,30,MedicalAppointments,XGBClassifier,centroid,0.160374686105829
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,MedicalAppointments,XGBClassifier,centroid,0.2001798316694715
Original,original,,Agglo,4,30,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,0,30,MedicalAppointments,XGBClassifier,closest,0.1805941786246348
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,MedicalAppointments,XGBClassifier,closest,0.2163975974212336
Encoded,encoded,MLP,Agglo,3,30,MedicalAppointments,XGBClassifier,closest,0.2060894604704136
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,MedicalAppointments,XGBClassifier,closest,0.1903130948894665
Original,original,,Agglo,2,30,MedicalAppointments,XGBClassifier,closest,0.1998859195340388
Decoded,decoded,GNN,Agglo,4,30,MedicalAppointments,XGBClassifier,closest,0.24216351781706
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,MedicalAppointments,XGBClassifier,closest,0.1288109166148663
Encoded,encoded,GNN,Agglo,2,30,MedicalAppointments,XGBClassifier,closest,0.1994666625173189
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,MedicalAppointments,XGBClassifier,closest,0.1782087026186374
Original,original,,Agglo,3,30,MedicalAppointments,XGBClassifier,closest,0.1998859195340388
Decoded,decoded,MLP,KIP,0,30,MedicalAppointments,XGBClassifier,centroid,0.21027962348392543
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MedicalAppointments,XGBClassifier,centroid,0.21428220139923457
Encoded,encoded,MLP,KIP,4,30,MedicalAppointments,XGBClassifier,centroid,0.2489657484638769
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,MedicalAppointments,XGBClassifier,centroid,0.21421188857298876
Original,original,,KIP,3,30,MedicalAppointments,XGBClassifier,centroid,0.23597323617475885
Decoded,decoded,GNN,KIP,2,30,MedicalAppointments,XGBClassifier,centroid,0.22426038540525423
Decoded-FT,decoded,GNN-MultiHead,KIP,0,30,MedicalAppointments,XGBClassifier,centroid,0.20159320326191937
Encoded,encoded,GNN,KIP,3,30,MedicalAppointments,XGBClassifier,centroid,0.22686751903845778
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,MedicalAppointments,XGBClassifier,centroid,0.21282538134767087
Original,original,,KIP,4,30,MedicalAppointments,XGBClassifier,centroid,0.23597323617475885
Decoded,decoded,MLP,KMeans,3,30,MedicalAppointments,XGBClassifier,centroid,0.21474260611491514
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MedicalAppointments,XGBClassifier,centroid,0.18282070269204892
Encoded,encoded,MLP,KMeans,2,30,MedicalAppointments,XGBClassifier,centroid,0.19695640019608326
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,XGBClassifier,centroid,0.15882308271538628
Original,original,,KMeans,4,30,MedicalAppointments,XGBClassifier,centroid,0.2635116329359269
Decoded,decoded,GNN,KMeans,0,30,MedicalAppointments,XGBClassifier,centroid,0.16045523930964428
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MedicalAppointments,XGBClassifier,centroid,0.16436454999392222
Encoded,encoded,GNN,KMeans,2,30,MedicalAppointments,XGBClassifier,centroid,0.19290621117467238
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,MedicalAppointments,XGBClassifier,centroid,0.19367861492642754
Original,original,,KMeans,4,30,MedicalAppointments,XGBClassifier,centroid,0.2635116329359269
Decoded,decoded,MLP,KMeans,3,30,MedicalAppointments,XGBClassifier,closest,0.20141274653044036
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,MedicalAppointments,XGBClassifier,closest,0.1770933526118416
Encoded,encoded,MLP,KMeans,2,30,MedicalAppointments,XGBClassifier,closest,0.20009136544662542
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,MedicalAppointments,XGBClassifier,closest,0.19012566938156364
Original,original,,KMeans,4,30,MedicalAppointments,XGBClassifier,closest,0.20782961980004927
Decoded,decoded,GNN,KMeans,0,30,MedicalAppointments,XGBClassifier,closest,0.1678084155688849
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MedicalAppointments,XGBClassifier,closest,0.1734496134855931
Encoded,encoded,GNN,KMeans,3,30,MedicalAppointments,XGBClassifier,closest,0.20757895663585776
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,MedicalAppointments,XGBClassifier,closest,0.2020319435944044
Original,original,,KMeans,4,30,MedicalAppointments,XGBClassifier,closest,0.20782961980004927
Decoded,decoded,MLP,Agglo,4,30,MiniBooNE,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MiniBooNE,GaussianNB,centroid,-0.0683760683760683
Encoded,encoded,MLP,Agglo,1,30,MiniBooNE,GaussianNB,centroid,-0.4013456992180396
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,GaussianNB,centroid,-0.4358974358974358
Original,original,,Agglo,2,30,MiniBooNE,GaussianNB,centroid,-0.2736861247499545
Decoded,decoded,GNN,Agglo,3,30,MiniBooNE,GaussianNB,centroid,-0.067103109656301
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MiniBooNE,GaussianNB,centroid,-0.0569194398981632
Encoded,encoded,GNN,Agglo,1,30,MiniBooNE,GaussianNB,centroid,-0.3364248045099107
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,GaussianNB,centroid,-0.4355337334060737
Original,original,,Agglo,2,30,MiniBooNE,GaussianNB,centroid,-0.2736861247499545
Decoded,decoded,MLP,Agglo,4,30,MiniBooNE,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MiniBooNE,GaussianNB,closest,-0.0420076377523184
Encoded,encoded,MLP,Agglo,1,30,MiniBooNE,GaussianNB,closest,-0.4017094017094016
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,GaussianNB,closest,-0.4402618657937806
Original,original,,Agglo,2,30,MiniBooNE,GaussianNB,closest,-0.2631387525004546
Decoded,decoded,GNN,Agglo,3,30,MiniBooNE,GaussianNB,closest,-0.0841971267503182
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MiniBooNE,GaussianNB,closest,-0.0627386797599564
Encoded,encoded,GNN,Agglo,1,30,MiniBooNE,GaussianNB,closest,-0.3496999454446262
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,GaussianNB,closest,-0.4277141298417892
Original,original,,Agglo,2,30,MiniBooNE,GaussianNB,closest,-0.2631387525004546
Decoded,decoded,MLP,KIP,3,30,MiniBooNE,GaussianNB,centroid,-0.2394253500636478
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MiniBooNE,GaussianNB,centroid,-0.2649208947081287
Encoded,encoded,MLP,KIP,1,30,MiniBooNE,GaussianNB,centroid,-0.29041643935260947
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MiniBooNE,GaussianNB,centroid,-0.3983633387888706
Original,original,,KIP,4,30,MiniBooNE,GaussianNB,centroid,-0.08667030369158014
Decoded,decoded,GNN,KIP,2,30,MiniBooNE,GaussianNB,centroid,-0.26066557555919245
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,MiniBooNE,GaussianNB,centroid,-0.2154573558828876
Encoded,encoded,GNN,KIP,1,30,MiniBooNE,GaussianNB,centroid,-0.2809601745771957
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MiniBooNE,GaussianNB,centroid,-0.4027277686852154
Original,original,,KIP,4,30,MiniBooNE,GaussianNB,centroid,-0.08667030369158014
Decoded,decoded,MLP,KMeans,4,30,MiniBooNE,GaussianNB,centroid,-0.04473540643753394
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,MiniBooNE,GaussianNB,centroid,-0.045390070921985756
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,GaussianNB,centroid,-0.40949263502454974
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,GaussianNB,centroid,-0.43637024913620637
Original,original,,KMeans,2,30,MiniBooNE,GaussianNB,centroid,-0.22738679759956354
Decoded,decoded,GNN,KMeans,3,30,MiniBooNE,GaussianNB,centroid,-0.07019458083287854
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,MiniBooNE,GaussianNB,centroid,-0.05637388616112006
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,GaussianNB,centroid,-0.4044735406437533
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,GaussianNB,centroid,-0.4347699581742134
Original,original,,KMeans,2,30,MiniBooNE,GaussianNB,centroid,-0.22738679759956354
Decoded,decoded,MLP,KMeans,3,30,MiniBooNE,GaussianNB,closest,-0.04473540643753394
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MiniBooNE,GaussianNB,closest,-0.03622476813966162
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,GaussianNB,closest,-0.38319694489907247
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,GaussianNB,closest,-0.43669758137843234
Original,original,,KMeans,2,30,MiniBooNE,GaussianNB,closest,-0.20494635388252397
Decoded,decoded,GNN,KMeans,4,30,MiniBooNE,GaussianNB,closest,-0.03527914166212024
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MiniBooNE,GaussianNB,closest,-0.06255682851427521
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,GaussianNB,closest,-0.3934169849063464
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,GaussianNB,closest,-0.43546099290780127
Original,original,,KMeans,2,30,MiniBooNE,GaussianNB,closest,-0.20494635388252397
Decoded,decoded,MLP,Agglo,3,30,MiniBooNE,KNeighborsClassifier,centroid,0.2645938433027902
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,MiniBooNE,KNeighborsClassifier,centroid,0.2286626171110883
Encoded,encoded,MLP,Agglo,2,30,MiniBooNE,KNeighborsClassifier,centroid,0.2314423967878102
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,KNeighborsClassifier,centroid,0.2237207865746937
Original,original,,Agglo,4,30,MiniBooNE,KNeighborsClassifier,centroid,0.3017605271285906
Decoded,decoded,GNN,Agglo,2,30,MiniBooNE,KNeighborsClassifier,centroid,0.2800370637290229
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,MiniBooNE,KNeighborsClassifier,centroid,0.2567692782868321
Encoded,encoded,GNN,Agglo,3,30,MiniBooNE,KNeighborsClassifier,centroid,0.2867291259137238
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,KNeighborsClassifier,centroid,0.1915988880881293
Original,original,,Agglo,4,30,MiniBooNE,KNeighborsClassifier,centroid,0.3017605271285906
Decoded,decoded,MLP,Agglo,3,30,MiniBooNE,KNeighborsClassifier,closest,0.2644908884999485
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,MiniBooNE,KNeighborsClassifier,closest,0.2234119221661691
Encoded,encoded,MLP,Agglo,2,30,MiniBooNE,KNeighborsClassifier,closest,0.2406053742407083
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,KNeighborsClassifier,closest,0.1902604756511892
Original,original,,Agglo,4,30,MiniBooNE,KNeighborsClassifier,closest,0.3172037475548235
Decoded,decoded,GNN,Agglo,2,30,MiniBooNE,KNeighborsClassifier,closest,0.2834345722227941
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,MiniBooNE,KNeighborsClassifier,closest,0.2883764027591887
Encoded,encoded,GNN,Agglo,1,30,MiniBooNE,KNeighborsClassifier,closest,0.274271594769896
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,KNeighborsClassifier,closest,0.1927313909193864
Original,original,,Agglo,4,30,MiniBooNE,KNeighborsClassifier,closest,0.3172037475548235
Decoded,decoded,MLP,KIP,3,30,MiniBooNE,KNeighborsClassifier,centroid,0.31419746731185005
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,MiniBooNE,KNeighborsClassifier,centroid,0.31053227633069075
Encoded,encoded,MLP,KIP,1,30,MiniBooNE,KNeighborsClassifier,centroid,0.3089055904457943
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MiniBooNE,KNeighborsClassifier,centroid,0.2390404612375167
Original,original,,KIP,4,30,MiniBooNE,KNeighborsClassifier,centroid,0.3621538144754453
Decoded,decoded,GNN,KIP,2,30,MiniBooNE,KNeighborsClassifier,centroid,0.33067023576649845
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,MiniBooNE,KNeighborsClassifier,centroid,0.3167301554617523
Encoded,encoded,GNN,KIP,3,30,MiniBooNE,KNeighborsClassifier,centroid,0.3340265623391331
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MiniBooNE,KNeighborsClassifier,centroid,0.25897251106764135
Original,original,,KIP,4,30,MiniBooNE,KNeighborsClassifier,centroid,0.3621538144754453
Decoded,decoded,MLP,KMeans,4,30,MiniBooNE,KNeighborsClassifier,centroid,0.2875733552970246
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,MiniBooNE,KNeighborsClassifier,centroid,0.2552043652836405
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,KNeighborsClassifier,centroid,0.22520333573561202
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,KNeighborsClassifier,centroid,0.2230206939153711
Original,original,,KMeans,3,30,MiniBooNE,KNeighborsClassifier,centroid,0.2732832286626171
Decoded,decoded,GNN,KMeans,2,30,MiniBooNE,KNeighborsClassifier,centroid,0.24964480593019664
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MiniBooNE,KNeighborsClassifier,centroid,0.2632760218264182
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,KNeighborsClassifier,centroid,0.23988469062081746
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,KNeighborsClassifier,centroid,0.20934829609801295
Original,original,,KMeans,4,30,MiniBooNE,KNeighborsClassifier,centroid,0.2732832286626171
Decoded,decoded,MLP,KMeans,4,30,MiniBooNE,KNeighborsClassifier,closest,0.28440234736950465
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,MiniBooNE,KNeighborsClassifier,closest,0.25190981159271086
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,KNeighborsClassifier,closest,0.23360444764748278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,KNeighborsClassifier,closest,0.1976938124163492
Original,original,,KMeans,3,30,MiniBooNE,KNeighborsClassifier,closest,0.2712653145269227
Decoded,decoded,GNN,KMeans,2,30,MiniBooNE,KNeighborsClassifier,closest,0.2558220941006898
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MiniBooNE,KNeighborsClassifier,closest,0.2584371460928653
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,KNeighborsClassifier,closest,0.23794914032739625
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,KNeighborsClassifier,closest,0.19697312879645837
Original,original,,KMeans,4,30,MiniBooNE,KNeighborsClassifier,closest,0.2712653145269227
Decoded,decoded,MLP,Agglo,3,30,MiniBooNE,LogisticRegression,centroid,0.1845399540997287
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MiniBooNE,LogisticRegression,centroid,0.1826622157312747
Encoded,encoded,MLP,Agglo,4,30,MiniBooNE,LogisticRegression,centroid,0.1883997496348841
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,LogisticRegression,centroid,0.173586480283747
Original,original,,Agglo,1,30,MiniBooNE,LogisticRegression,centroid,0.1780721886083872
Decoded,decoded,GNN,Agglo,2,30,MiniBooNE,LogisticRegression,centroid,0.1882954308366367
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MiniBooNE,LogisticRegression,centroid,0.1930940955560192
Encoded,encoded,GNN,Agglo,3,30,MiniBooNE,LogisticRegression,centroid,0.188608387231379
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,LogisticRegression,centroid,0.1772376382224076
Original,original,,Agglo,1,30,MiniBooNE,LogisticRegression,centroid,0.1780721886083872
Decoded,decoded,MLP,Agglo,3,30,MiniBooNE,LogisticRegression,closest,0.1927811391612766
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,MiniBooNE,LogisticRegression,closest,0.1870436052576673
Encoded,encoded,MLP,Agglo,4,30,MiniBooNE,LogisticRegression,closest,0.2001877738368453
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,LogisticRegression,closest,0.1730648862925098
Original,original,,Agglo,1,30,MiniBooNE,LogisticRegression,closest,0.1823492593365324
Decoded,decoded,GNN,Agglo,3,30,MiniBooNE,LogisticRegression,closest,0.1865220112664302
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MiniBooNE,LogisticRegression,closest,0.1940329647402461
Encoded,encoded,GNN,Agglo,2,30,MiniBooNE,LogisticRegression,closest,0.1824535781347799
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,LogisticRegression,closest,0.1792196953891091
Original,original,,Agglo,1,30,MiniBooNE,LogisticRegression,closest,0.1823492593365324
Decoded,decoded,MLP,KIP,3,30,MiniBooNE,LogisticRegression,centroid,0.23023158773210922
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,MiniBooNE,LogisticRegression,centroid,0.2239724598372626
Encoded,encoded,MLP,KIP,2,30,MiniBooNE,LogisticRegression,centroid,0.2271020237846859
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MiniBooNE,LogisticRegression,centroid,0.17859378259962436
Original,original,,KIP,4,30,MiniBooNE,LogisticRegression,centroid,0.23267264761109946
Decoded,decoded,GNN,KIP,2,30,MiniBooNE,LogisticRegression,centroid,0.22793657417066546
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,MiniBooNE,LogisticRegression,centroid,0.22390986855831413
Encoded,encoded,GNN,KIP,4,30,MiniBooNE,LogisticRegression,centroid,0.24861255998330895
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MiniBooNE,LogisticRegression,centroid,0.18723137909451276
Original,original,,KIP,3,30,MiniBooNE,LogisticRegression,centroid,0.23267264761109946
Decoded,decoded,MLP,KMeans,3,30,MiniBooNE,LogisticRegression,centroid,0.1899019403296473
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MiniBooNE,LogisticRegression,centroid,0.19624452326309189
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,LogisticRegression,centroid,0.18514500312956386
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,LogisticRegression,centroid,0.173586480283747
Original,original,,KMeans,2,30,MiniBooNE,LogisticRegression,centroid,0.18752347172960557
Decoded,decoded,GNN,KMeans,3,30,MiniBooNE,LogisticRegression,centroid,0.1871479240559148
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MiniBooNE,LogisticRegression,centroid,0.1852284581681618
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,LogisticRegression,centroid,0.18312121844356344
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,LogisticRegression,centroid,0.17730022950135602
Original,original,,KMeans,4,30,MiniBooNE,LogisticRegression,centroid,0.18752347172960557
Decoded,decoded,MLP,KMeans,1,30,MiniBooNE,LogisticRegression,closest,0.18929689129981211
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MiniBooNE,LogisticRegression,closest,0.19791362403505103
Encoded,encoded,MLP,KMeans,3,30,MiniBooNE,LogisticRegression,closest,0.19753807636136017
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,LogisticRegression,closest,0.1733361151679532
Original,original,,KMeans,2,30,MiniBooNE,LogisticRegression,closest,0.19445023993323587
Decoded,decoded,GNN,KMeans,2,30,MiniBooNE,LogisticRegression,closest,0.1888378885875234
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,MiniBooNE,LogisticRegression,closest,0.1887544335489255
Encoded,encoded,GNN,KMeans,3,30,MiniBooNE,LogisticRegression,closest,0.19173795117880232
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,LogisticRegression,closest,0.17767577717504685
Original,original,,KMeans,4,30,MiniBooNE,LogisticRegression,closest,0.19445023993323587
Decoded,decoded,MLP,Agglo,4,30,MiniBooNE,MLPClassifier,centroid,0.2425606891151135
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,MiniBooNE,MLPClassifier,centroid,0.2349256068911511
Encoded,encoded,MLP,Agglo,2,30,MiniBooNE,MLPClassifier,centroid,0.2309122944400939
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,MLPClassifier,centroid,0.2302270947533282
Original,original,,Agglo,1,30,MiniBooNE,MLPClassifier,centroid,0.2308144087705559
Decoded,decoded,GNN,Agglo,3,30,MiniBooNE,MLPClassifier,centroid,0.2493148003132341
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MiniBooNE,MLPClassifier,centroid,0.2577329678935003
Encoded,encoded,GNN,Agglo,1,30,MiniBooNE,MLPClassifier,centroid,0.2309122944400939
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,MiniBooNE,MLPClassifier,centroid,0.2317932654659358
Original,original,,Agglo,0,30,MiniBooNE,MLPClassifier,centroid,0.2308144087705559
Decoded,decoded,MLP,Agglo,4,30,MiniBooNE,MLPClassifier,closest,0.2444205168363352
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,MiniBooNE,MLPClassifier,closest,0.2416797180892717
Encoded,encoded,MLP,Agglo,3,30,MiniBooNE,MLPClassifier,closest,0.2438332028191074
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,MLPClassifier,closest,0.2281714956930305
Original,original,,Agglo,2,30,MiniBooNE,MLPClassifier,closest,0.2422670321064996
Decoded,decoded,GNN,Agglo,3,30,MiniBooNE,MLPClassifier,closest,0.2468676585747846
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,MiniBooNE,MLPClassifier,closest,0.2632145653876273
Encoded,encoded,GNN,Agglo,1,30,MiniBooNE,MLPClassifier,closest,0.2300313234142522
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,MLPClassifier,closest,0.2291503523884104
Original,original,,Agglo,2,30,MiniBooNE,MLPClassifier,closest,0.2422670321064996
Decoded,decoded,MLP,KIP,3,30,MiniBooNE,MLPClassifier,centroid,0.2836139389193422
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,MiniBooNE,MLPClassifier,centroid,0.27441268598277213
Encoded,encoded,MLP,KIP,2,30,MiniBooNE,MLPClassifier,centroid,0.2745301487862177
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MiniBooNE,MLPClassifier,centroid,0.23582615505090052
Original,original,,KIP,4,30,MiniBooNE,MLPClassifier,centroid,0.29169929522317933
Decoded,decoded,GNN,KIP,3,30,MiniBooNE,MLPClassifier,centroid,0.28543461237274864
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,MiniBooNE,MLPClassifier,centroid,0.279796397807361
Encoded,encoded,GNN,KIP,1,30,MiniBooNE,MLPClassifier,centroid,0.26806969459671104
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MiniBooNE,MLPClassifier,centroid,0.24923649177760382
Original,original,,KIP,4,30,MiniBooNE,MLPClassifier,centroid,0.29169929522317933
Decoded,decoded,MLP,KMeans,3,30,MiniBooNE,MLPClassifier,centroid,0.2457321848081441
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MiniBooNE,MLPClassifier,centroid,0.25640172278778395
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,MLPClassifier,centroid,0.2351996867658574
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,MLPClassifier,centroid,0.22640955364134685
Original,original,,KMeans,2,30,MiniBooNE,MLPClassifier,centroid,0.23893891934220832
Decoded,decoded,GNN,KMeans,3,30,MiniBooNE,MLPClassifier,centroid,0.24230618637431478
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,MiniBooNE,MLPClassifier,centroid,0.2494909945184025
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,MLPClassifier,centroid,0.22965935787000782
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,MLPClassifier,centroid,0.2282889584964761
Original,original,,KMeans,2,30,MiniBooNE,MLPClassifier,centroid,0.23893891934220832
Decoded,decoded,MLP,KMeans,2,30,MiniBooNE,MLPClassifier,closest,0.24508613938919338
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,MiniBooNE,MLPClassifier,closest,0.2545223179326547
Encoded,encoded,MLP,KMeans,1,30,MiniBooNE,MLPClassifier,closest,0.2399569303054033
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,MLPClassifier,closest,0.22958104933437742
Original,original,,KMeans,3,30,MiniBooNE,MLPClassifier,closest,0.2479248238057948
Decoded,decoded,GNN,KMeans,4,30,MiniBooNE,MLPClassifier,closest,0.25767423649177756
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MiniBooNE,MLPClassifier,closest,0.2449099451840251
Encoded,encoded,GNN,KMeans,1,30,MiniBooNE,MLPClassifier,closest,0.23296789350039154
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,MLPClassifier,closest,0.2285434612372749
Original,original,,KMeans,3,30,MiniBooNE,MLPClassifier,closest,0.2479248238057948
Decoded,decoded,MLP,Agglo,1,30,MiniBooNE,XGBClassifier,centroid,0.2442539929879236
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,XGBClassifier,centroid,0.2432800934943513
Encoded,encoded,MLP,Agglo,2,30,MiniBooNE,XGBClassifier,centroid,0.2686988702765874
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,MiniBooNE,XGBClassifier,centroid,0.2803856641994547
Original,original,,Agglo,3,30,MiniBooNE,XGBClassifier,centroid,0.2739579275418778
Decoded,decoded,GNN,Agglo,0,30,MiniBooNE,XGBClassifier,centroid,0.2468835216205687
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MiniBooNE,XGBClassifier,centroid,0.275321386832879
Encoded,encoded,GNN,Agglo,4,30,MiniBooNE,XGBClassifier,centroid,0.3350214257888587
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,MiniBooNE,XGBClassifier,centroid,0.3178807947019869
Original,original,,Agglo,1,30,MiniBooNE,XGBClassifier,centroid,0.2739579275418778
Decoded,decoded,MLP,Agglo,3,30,MiniBooNE,XGBClassifier,closest,0.249610440202571
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,MiniBooNE,XGBClassifier,closest,0.2389949357226335
Encoded,encoded,MLP,Agglo,4,30,MiniBooNE,XGBClassifier,closest,0.2722049084534477
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,MiniBooNE,XGBClassifier,closest,0.2339306583560577
Original,original,,Agglo,2,30,MiniBooNE,XGBClassifier,closest,0.243085313595637
Decoded,decoded,GNN,Agglo,3,30,MiniBooNE,XGBClassifier,closest,0.2446435527853525
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,MiniBooNE,XGBClassifier,closest,0.2442539929879236
Encoded,encoded,GNN,Agglo,4,30,MiniBooNE,XGBClassifier,closest,0.2656797818465135
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,MiniBooNE,XGBClassifier,closest,0.2385079859758473
Original,original,,Agglo,1,30,MiniBooNE,XGBClassifier,closest,0.243085313595637
Decoded,decoded,MLP,KIP,2,30,MiniBooNE,XGBClassifier,centroid,0.29329957148422287
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,MiniBooNE,XGBClassifier,centroid,0.2863654070899884
Encoded,encoded,MLP,KIP,3,30,MiniBooNE,XGBClassifier,centroid,0.3268406700428516
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,MiniBooNE,XGBClassifier,centroid,0.2758278145695365
Original,original,,KIP,4,30,MiniBooNE,XGBClassifier,centroid,0.39141020646669267
Decoded,decoded,GNN,KIP,1,30,MiniBooNE,XGBClassifier,centroid,0.2978184651343982
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,MiniBooNE,XGBClassifier,centroid,0.3130112972341254
Encoded,encoded,GNN,KIP,3,30,MiniBooNE,XGBClassifier,centroid,0.3187573042462018
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,MiniBooNE,XGBClassifier,centroid,0.2773665757693806
Original,original,,KIP,4,30,MiniBooNE,XGBClassifier,centroid,0.39141020646669267
Decoded,decoded,MLP,KMeans,0,30,MiniBooNE,XGBClassifier,centroid,0.2513439813011298
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,MiniBooNE,XGBClassifier,centroid,0.2517530190884301
Encoded,encoded,MLP,KMeans,3,30,MiniBooNE,XGBClassifier,centroid,0.2629723412543826
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,MiniBooNE,XGBClassifier,centroid,0.25749902610050646
Original,original,,KMeans,4,30,MiniBooNE,XGBClassifier,centroid,0.46382937280872605
Decoded,decoded,GNN,KMeans,0,30,MiniBooNE,XGBClassifier,centroid,0.2450525905726529
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,MiniBooNE,XGBClassifier,centroid,0.26133619010518117
Encoded,encoded,GNN,KMeans,3,30,MiniBooNE,XGBClassifier,centroid,0.27463965718737826
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,MiniBooNE,XGBClassifier,centroid,0.24608492403583945
Original,original,,KMeans,4,30,MiniBooNE,XGBClassifier,centroid,0.46382937280872605
Decoded,decoded,MLP,KMeans,3,30,MiniBooNE,XGBClassifier,closest,0.24988313206077137
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,MiniBooNE,XGBClassifier,closest,0.2494546162835996
Encoded,encoded,MLP,KMeans,4,30,MiniBooNE,XGBClassifier,closest,0.27471756914686407
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,MiniBooNE,XGBClassifier,closest,0.2392871055707051
Original,original,,KMeans,1,30,MiniBooNE,XGBClassifier,closest,0.246104402025711
Decoded,decoded,GNN,KMeans,1,30,MiniBooNE,XGBClassifier,closest,0.24306583560576547
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,MiniBooNE,XGBClassifier,closest,0.2619205298013245
Encoded,encoded,GNN,KMeans,4,30,MiniBooNE,XGBClassifier,closest,0.26589403973509934
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,MiniBooNE,XGBClassifier,closest,0.24123490455784963
Original,original,,KMeans,2,30,MiniBooNE,XGBClassifier,closest,0.246104402025711
Decoded,decoded,MLP,Agglo,4,30,NumerAI,GaussianNB,centroid,0.0340180797636018
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,NumerAI,GaussianNB,centroid,0.0102192307419728
Encoded,encoded,MLP,Agglo,0,30,NumerAI,GaussianNB,centroid,0.0091405108698873
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,NumerAI,GaussianNB,centroid,0.0166544448605576
Original,original,,Agglo,3,30,NumerAI,GaussianNB,centroid,0.0188545925908581
Decoded,decoded,GNN,Agglo,0,30,NumerAI,GaussianNB,centroid,0.0163345987785069
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,NumerAI,GaussianNB,centroid,0.0414737587254067
Encoded,encoded,GNN,Agglo,3,30,NumerAI,GaussianNB,centroid,0.0249080321922484
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,NumerAI,GaussianNB,centroid,0.020805579481139
Original,original,,Agglo,1,30,NumerAI,GaussianNB,centroid,0.0188545925908581
Decoded,decoded,MLP,Agglo,4,30,NumerAI,GaussianNB,closest,0.0471534385142102
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,NumerAI,GaussianNB,closest,0.0285919763233751
Encoded,encoded,MLP,Agglo,1,30,NumerAI,GaussianNB,closest,0.0239637070428066
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,NumerAI,GaussianNB,closest,0.020803612910101
Original,original,,Agglo,2,30,NumerAI,GaussianNB,closest,0.0253587480111195
Decoded,decoded,GNN,Agglo,4,30,NumerAI,GaussianNB,closest,0.042069703960188
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,NumerAI,GaussianNB,closest,0.0295854657487702
Encoded,encoded,GNN,Agglo,2,30,NumerAI,GaussianNB,closest,0.0331093755235299
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,NumerAI,GaussianNB,closest,0.0367512053503495
Original,original,,Agglo,0,30,NumerAI,GaussianNB,closest,0.0253587480111195
Decoded,decoded,MLP,KIP,4,30,NumerAI,GaussianNB,centroid,0.03230928537294508
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,NumerAI,GaussianNB,centroid,0.029896822180754217
Encoded,encoded,MLP,KIP,0,30,NumerAI,GaussianNB,centroid,0.02326095102707502
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,NumerAI,GaussianNB,centroid,0.02656701667796942
Original,original,,KIP,2,30,NumerAI,GaussianNB,centroid,0.029489267030403037
Decoded,decoded,GNN,KIP,1,30,NumerAI,GaussianNB,centroid,0.02543057609065928
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,NumerAI,GaussianNB,centroid,0.033321995247354304
Encoded,encoded,GNN,KIP,0,30,NumerAI,GaussianNB,centroid,0.0238082959836348
Encoded-FT,encoded,GNN-MultiHead,KIP,2,30,NumerAI,GaussianNB,centroid,0.0264896376733861
Original,original,,KIP,3,30,NumerAI,GaussianNB,centroid,0.029489267030403037
Decoded,decoded,MLP,KMeans,4,30,NumerAI,GaussianNB,centroid,0.029723704561216556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,NumerAI,GaussianNB,centroid,0.024701883600292816
Encoded,encoded,MLP,KMeans,2,30,NumerAI,GaussianNB,centroid,0.01860278244570404
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,NumerAI,GaussianNB,centroid,0.010640707731069347
Original,original,,KMeans,1,30,NumerAI,GaussianNB,centroid,0.018537640707693877
Decoded,decoded,GNN,KMeans,4,30,NumerAI,GaussianNB,centroid,0.0396861085466323
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,NumerAI,GaussianNB,centroid,0.032572998838646935
Encoded,encoded,GNN,KMeans,2,30,NumerAI,GaussianNB,centroid,0.01925713112980646
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,NumerAI,GaussianNB,centroid,0.01603708997504042
Original,original,,KMeans,1,30,NumerAI,GaussianNB,centroid,0.018537640707693877
Decoded,decoded,MLP,KMeans,2,30,NumerAI,GaussianNB,closest,0.02922323078456936
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,NumerAI,GaussianNB,closest,0.03435271594406365
Encoded,encoded,MLP,KMeans,0,30,NumerAI,GaussianNB,closest,0.02467426997450832
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,NumerAI,GaussianNB,closest,0.03081013487597582
Original,original,,KMeans,1,30,NumerAI,GaussianNB,closest,0.028318333529186418
Decoded,decoded,GNN,KMeans,1,30,NumerAI,GaussianNB,closest,0.03299909170391614
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,NumerAI,GaussianNB,closest,0.04125529123562728
Encoded,encoded,GNN,KMeans,3,30,NumerAI,GaussianNB,closest,0.03416310139087394
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,NumerAI,GaussianNB,closest,0.03335404664476444
Original,original,,KMeans,0,30,NumerAI,GaussianNB,closest,0.028318333529186418
Decoded,decoded,MLP,Agglo,4,30,NumerAI,KNeighborsClassifier,centroid,0.0140258443616472
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,NumerAI,KNeighborsClassifier,centroid,0.0024082934687973
Encoded,encoded,MLP,Agglo,1,30,NumerAI,KNeighborsClassifier,centroid,-0.0061148381882618
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,NumerAI,KNeighborsClassifier,centroid,-0.007166333235084
Original,original,,Agglo,3,30,NumerAI,KNeighborsClassifier,centroid,0.0089798527489282
Decoded,decoded,GNN,Agglo,3,30,NumerAI,KNeighborsClassifier,centroid,0.0144382943758608
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,NumerAI,KNeighborsClassifier,centroid,0.0211018888980476
Encoded,encoded,GNN,Agglo,0,30,NumerAI,KNeighborsClassifier,centroid,-0.0014446571472712
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,NumerAI,KNeighborsClassifier,centroid,0.0057694402522131
Original,original,,Agglo,2,30,NumerAI,KNeighborsClassifier,centroid,0.0089798527489282
Decoded,decoded,MLP,Agglo,3,30,NumerAI,KNeighborsClassifier,closest,0.0203099453836903
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,NumerAI,KNeighborsClassifier,closest,0.0053225149905627
Encoded,encoded,MLP,Agglo,0,30,NumerAI,KNeighborsClassifier,closest,0.0042668434269807
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,NumerAI,KNeighborsClassifier,closest,0.0260747534991331
Original,original,,Agglo,2,30,NumerAI,KNeighborsClassifier,closest,0.0120702093729617
Decoded,decoded,GNN,Agglo,4,30,NumerAI,KNeighborsClassifier,closest,0.0220332521355195
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,NumerAI,KNeighborsClassifier,closest,0.0094330807540525
Encoded,encoded,GNN,Agglo,0,30,NumerAI,KNeighborsClassifier,closest,0.0086437570547538
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,NumerAI,KNeighborsClassifier,closest,0.014683114194663
Original,original,,Agglo,2,30,NumerAI,KNeighborsClassifier,closest,0.0120702093729617
Decoded,decoded,MLP,KIP,2,30,NumerAI,KNeighborsClassifier,centroid,0.006084850797925359
Decoded-FT,decoded,MLP-MultiHead,KIP,0,30,NumerAI,KNeighborsClassifier,centroid,0.00418081477539244
Encoded,encoded,MLP,KIP,3,30,NumerAI,KNeighborsClassifier,centroid,0.00810310316334312
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,NumerAI,KNeighborsClassifier,centroid,0.00510760662542878
Original,original,,KIP,4,30,NumerAI,KNeighborsClassifier,centroid,0.011182251535126161
Decoded,decoded,GNN,KIP,2,30,NumerAI,KNeighborsClassifier,centroid,0.0040542815048992
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,NumerAI,KNeighborsClassifier,centroid,0.0052370027083192446
Encoded,encoded,GNN,KIP,0,30,NumerAI,KNeighborsClassifier,centroid,-0.0010755669706930197
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,NumerAI,KNeighborsClassifier,centroid,0.0006239564166048001
Original,original,,KIP,4,30,NumerAI,KNeighborsClassifier,centroid,0.011182251535126161
Decoded,decoded,MLP,KMeans,3,30,NumerAI,KNeighborsClassifier,centroid,0.00700808881188234
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,NumerAI,KNeighborsClassifier,centroid,0.00275356990617682
Encoded,encoded,MLP,KMeans,4,30,NumerAI,KNeighborsClassifier,centroid,0.007517456795927439
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,NumerAI,KNeighborsClassifier,centroid,0.00167937738918118
Original,original,,KMeans,0,30,NumerAI,KNeighborsClassifier,centroid,4.284346829030103e-05
Decoded,decoded,GNN,KMeans,4,30,NumerAI,KNeighborsClassifier,centroid,0.011728494365328301
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,NumerAI,KNeighborsClassifier,centroid,0.00469114715512582
Encoded,encoded,GNN,KMeans,3,30,NumerAI,KNeighborsClassifier,centroid,0.01112162369910516
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,NumerAI,KNeighborsClassifier,centroid,-0.0023771442474347197
Original,original,,KMeans,1,30,NumerAI,KNeighborsClassifier,centroid,4.284346829030103e-05
Decoded,decoded,MLP,KMeans,0,30,NumerAI,KNeighborsClassifier,closest,0.0030489559524419204
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,NumerAI,KNeighborsClassifier,closest,0.00774143959293082
Encoded,encoded,MLP,KMeans,2,30,NumerAI,KNeighborsClassifier,closest,0.006889832638240639
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,30,NumerAI,KNeighborsClassifier,closest,0.010898104115778762
Original,original,,KMeans,1,30,NumerAI,KNeighborsClassifier,closest,0.00447768918035738
Decoded,decoded,GNN,KMeans,0,30,NumerAI,KNeighborsClassifier,closest,0.004468409719483479
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,NumerAI,KNeighborsClassifier,closest,0.01101227489666244
Encoded,encoded,GNN,KMeans,4,30,NumerAI,KNeighborsClassifier,closest,0.01339553204590046
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,NumerAI,KNeighborsClassifier,closest,0.006799346504219381
Original,original,,KMeans,1,30,NumerAI,KNeighborsClassifier,closest,0.00447768918035738
Decoded,decoded,MLP,Agglo,4,30,NumerAI,LogisticRegression,centroid,0.0504052202158796
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,NumerAI,LogisticRegression,centroid,0.0451545671405588
Encoded,encoded,MLP,Agglo,0,30,NumerAI,LogisticRegression,centroid,0.0257980919441588
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,NumerAI,LogisticRegression,centroid,0.0332063100817179
Original,original,,Agglo,1,30,NumerAI,LogisticRegression,centroid,0.0313369401568081
Decoded,decoded,GNN,Agglo,4,30,NumerAI,LogisticRegression,centroid,0.0530539193427431
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,NumerAI,LogisticRegression,centroid,0.0502486256899331
Encoded,encoded,GNN,Agglo,1,30,NumerAI,LogisticRegression,centroid,0.0333214059652605
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,NumerAI,LogisticRegression,centroid,0.0387067565655753
Original,original,,Agglo,0,30,NumerAI,LogisticRegression,centroid,0.0313369401568081
Decoded,decoded,MLP,Agglo,3,30,NumerAI,LogisticRegression,closest,0.0493293524269839
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,NumerAI,LogisticRegression,closest,0.0501679601989034
Encoded,encoded,MLP,Agglo,1,30,NumerAI,LogisticRegression,closest,0.046442883203255
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,NumerAI,LogisticRegression,closest,0.0458864589128281
Original,original,,Agglo,2,30,NumerAI,LogisticRegression,closest,0.0467948747609957
Decoded,decoded,GNN,Agglo,1,30,NumerAI,LogisticRegression,closest,0.0483255516395589
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,NumerAI,LogisticRegression,closest,0.0521205095800107
Encoded,encoded,GNN,Agglo,4,30,NumerAI,LogisticRegression,closest,0.0538195856905248
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,NumerAI,LogisticRegression,closest,0.0505958079230054
Original,original,,Agglo,0,30,NumerAI,LogisticRegression,closest,0.0467948747609957
Decoded,decoded,MLP,KIP,3,30,NumerAI,LogisticRegression,centroid,0.0487281795565737
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,NumerAI,LogisticRegression,centroid,0.05069007068650666
Encoded,encoded,MLP,KIP,0,30,NumerAI,LogisticRegression,centroid,0.04057150662406132
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,NumerAI,LogisticRegression,centroid,0.041064717442520604
Original,original,,KIP,2,30,NumerAI,LogisticRegression,centroid,0.044153921561590544
Decoded,decoded,GNN,KIP,2,30,NumerAI,LogisticRegression,centroid,0.04429213135096362
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,NumerAI,LogisticRegression,centroid,0.046416577654689796
Encoded,encoded,GNN,KIP,0,30,NumerAI,LogisticRegression,centroid,0.042289572280160156
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,NumerAI,LogisticRegression,centroid,0.04606984720666226
Original,original,,KIP,1,30,NumerAI,LogisticRegression,centroid,0.044153921561590544
Decoded,decoded,MLP,KMeans,4,30,NumerAI,LogisticRegression,centroid,0.0552324996964114
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,NumerAI,LogisticRegression,centroid,0.045001914803469344
Encoded,encoded,MLP,KMeans,2,30,NumerAI,LogisticRegression,centroid,0.03699462240990082
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,NumerAI,LogisticRegression,centroid,0.03586797981147512
Original,original,,KMeans,0,30,NumerAI,LogisticRegression,centroid,0.02278638353395076
Decoded,decoded,GNN,KMeans,3,30,NumerAI,LogisticRegression,centroid,0.0481047890635665
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,NumerAI,LogisticRegression,centroid,0.04923614625753837
Encoded,encoded,GNN,KMeans,2,30,NumerAI,LogisticRegression,centroid,0.0363367213689699
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,NumerAI,LogisticRegression,centroid,0.029831942157232016
Original,original,,KMeans,0,30,NumerAI,LogisticRegression,centroid,0.02278638353395076
Decoded,decoded,MLP,KMeans,1,30,NumerAI,LogisticRegression,closest,0.0463398179182393
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,NumerAI,LogisticRegression,closest,0.0488986409686475
Encoded,encoded,MLP,KMeans,4,30,NumerAI,LogisticRegression,closest,0.05035215733370456
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,NumerAI,LogisticRegression,closest,0.0457749263016537
Original,original,,KMeans,2,30,NumerAI,LogisticRegression,closest,0.047029052438070734
Decoded,decoded,GNN,KMeans,3,30,NumerAI,LogisticRegression,closest,0.05462585439747706
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,NumerAI,LogisticRegression,closest,0.0586704017145097
Encoded,encoded,GNN,KMeans,2,30,NumerAI,LogisticRegression,closest,0.04839729073252973
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,NumerAI,LogisticRegression,closest,0.04571939317544436
Original,original,,KMeans,1,30,NumerAI,LogisticRegression,closest,0.047029052438070734
Decoded,decoded,MLP,Agglo,4,30,NumerAI,MLPClassifier,centroid,0.0301738500271023
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,NumerAI,MLPClassifier,centroid,0.0263077044334446
Encoded,encoded,MLP,Agglo,0,30,NumerAI,MLPClassifier,centroid,0.0110146373346891
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,NumerAI,MLPClassifier,centroid,0.0136268495944625
Original,original,,Agglo,2,30,NumerAI,MLPClassifier,centroid,0.0191259813751305
Decoded,decoded,GNN,Agglo,4,30,NumerAI,MLPClassifier,centroid,0.0241076274915951
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,NumerAI,MLPClassifier,centroid,0.0204884281706007
Encoded,encoded,GNN,Agglo,0,30,NumerAI,MLPClassifier,centroid,0.0116987261427611
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,NumerAI,MLPClassifier,centroid,0.0197306945955608
Original,original,,Agglo,1,30,NumerAI,MLPClassifier,centroid,0.0191259813751305
Decoded,decoded,MLP,Agglo,3,30,NumerAI,MLPClassifier,closest,0.0331855451435723
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,NumerAI,MLPClassifier,closest,0.0324288163228063
Encoded,encoded,MLP,Agglo,4,30,NumerAI,MLPClassifier,closest,0.0384202404845862
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,NumerAI,MLPClassifier,closest,0.0224634029419652
Original,original,,Agglo,1,30,NumerAI,MLPClassifier,closest,0.0231831791333229
Decoded,decoded,GNN,Agglo,3,30,NumerAI,MLPClassifier,closest,0.0370516907372299
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,NumerAI,MLPClassifier,closest,0.026962320449481
Encoded,encoded,GNN,Agglo,4,30,NumerAI,MLPClassifier,closest,0.0387771887436856
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,NumerAI,MLPClassifier,closest,0.0297198499477639
Original,original,,Agglo,0,30,NumerAI,MLPClassifier,closest,0.0231831791333229
Decoded,decoded,MLP,KIP,4,30,NumerAI,MLPClassifier,centroid,0.028666257173480342
Decoded-FT,decoded,MLP-MultiHead,KIP,0,30,NumerAI,MLPClassifier,centroid,0.02038444726718366
Encoded,encoded,MLP,KIP,1,30,NumerAI,MLPClassifier,centroid,0.0228304657274224
Encoded-FT,encoded,MLP-MultiHead,KIP,3,30,NumerAI,MLPClassifier,centroid,0.02762038240054554
Original,original,,KIP,2,30,NumerAI,MLPClassifier,centroid,0.0268257482944668
Decoded,decoded,GNN,KIP,1,30,NumerAI,MLPClassifier,centroid,0.02384989685639178
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,NumerAI,MLPClassifier,centroid,0.02495497026262266
Encoded,encoded,GNN,KIP,0,30,NumerAI,MLPClassifier,centroid,0.022317289342660716
Encoded-FT,encoded,GNN-MultiHead,KIP,4,30,NumerAI,MLPClassifier,centroid,0.027215950198721778
Original,original,,KIP,3,30,NumerAI,MLPClassifier,centroid,0.0268257482944668
Decoded,decoded,MLP,KMeans,4,30,NumerAI,MLPClassifier,centroid,0.0333267466108708
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,NumerAI,MLPClassifier,centroid,0.021440406795979236
Encoded,encoded,MLP,KMeans,2,30,NumerAI,MLPClassifier,centroid,0.013919992235854401
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,NumerAI,MLPClassifier,centroid,0.013598329458331018
Original,original,,KMeans,0,30,NumerAI,MLPClassifier,centroid,0.0067151449439909194
Decoded,decoded,GNN,KMeans,4,30,NumerAI,MLPClassifier,centroid,0.02870965511549058
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,NumerAI,MLPClassifier,centroid,0.027795395709818323
Encoded,encoded,GNN,KMeans,2,30,NumerAI,MLPClassifier,centroid,0.012918162913239519
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,NumerAI,MLPClassifier,centroid,0.009418120006510742
Original,original,,KMeans,0,30,NumerAI,MLPClassifier,centroid,0.0067151449439909194
Decoded,decoded,MLP,KMeans,2,30,NumerAI,MLPClassifier,closest,0.024935403603465578
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,NumerAI,MLPClassifier,closest,0.0288003955903642
Encoded,encoded,MLP,KMeans,0,30,NumerAI,MLPClassifier,closest,0.02357481002143398
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,NumerAI,MLPClassifier,closest,0.023894783323252258
Original,original,,KMeans,3,30,NumerAI,MLPClassifier,closest,0.02741058970814562
Decoded,decoded,GNN,KMeans,2,30,NumerAI,MLPClassifier,closest,0.032683696432921364
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,NumerAI,MLPClassifier,closest,0.03598944219094184
Encoded,encoded,GNN,KMeans,1,30,NumerAI,MLPClassifier,closest,0.028399461421938683
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,NumerAI,MLPClassifier,closest,0.03357367799828536
Original,original,,KMeans,0,30,NumerAI,MLPClassifier,closest,0.02741058970814562
Decoded,decoded,MLP,Agglo,3,30,NumerAI,XGBClassifier,centroid,0.0217905408174014
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,NumerAI,XGBClassifier,centroid,0.0306153047505705
Encoded,encoded,MLP,Agglo,1,30,NumerAI,XGBClassifier,centroid,0.0203775221673285
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,NumerAI,XGBClassifier,centroid,0.005064189109151
Original,original,,Agglo,2,30,NumerAI,XGBClassifier,centroid,0.0211526280664325
Decoded,decoded,GNN,Agglo,3,30,NumerAI,XGBClassifier,centroid,0.0274133366193132
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,NumerAI,XGBClassifier,centroid,0.0365824803120567
Encoded,encoded,GNN,Agglo,2,30,NumerAI,XGBClassifier,centroid,0.0231641858162174
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,NumerAI,XGBClassifier,centroid,0.0211704337478902
Original,original,,Agglo,0,30,NumerAI,XGBClassifier,centroid,0.0211526280664325
Decoded,decoded,MLP,Agglo,0,30,NumerAI,XGBClassifier,closest,0.0188667957715156
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,NumerAI,XGBClassifier,closest,0.0315890669241809
Encoded,encoded,MLP,Agglo,3,30,NumerAI,XGBClassifier,closest,0.0331841654298297
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,NumerAI,XGBClassifier,closest,0.0394666282044078
Original,original,,Agglo,1,30,NumerAI,XGBClassifier,closest,0.0289750960352036
Decoded,decoded,GNN,Agglo,3,30,NumerAI,XGBClassifier,closest,0.0388180618448681
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,NumerAI,XGBClassifier,closest,0.0402316020002558
Encoded,encoded,GNN,Agglo,2,30,NumerAI,XGBClassifier,closest,0.0350892243442852
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,NumerAI,XGBClassifier,closest,0.028466181348854
Original,original,,Agglo,1,30,NumerAI,XGBClassifier,closest,0.0289750960352036
Decoded,decoded,MLP,KIP,1,30,NumerAI,XGBClassifier,centroid,0.02302687346686738
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,NumerAI,XGBClassifier,centroid,0.02761978567323566
Encoded,encoded,MLP,KIP,2,30,NumerAI,XGBClassifier,centroid,0.02459083065515514
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,NumerAI,XGBClassifier,centroid,0.02116327422492756
Original,original,,KIP,4,30,NumerAI,XGBClassifier,centroid,0.0299947432264281
Decoded,decoded,GNN,KIP,2,30,NumerAI,XGBClassifier,centroid,0.027536657726078762
Decoded-FT,decoded,GNN-MultiHead,KIP,0,30,NumerAI,XGBClassifier,centroid,0.02293435842404664
Encoded,encoded,GNN,KIP,4,30,NumerAI,XGBClassifier,centroid,0.0318062589875852
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,NumerAI,XGBClassifier,centroid,0.0244871032480691
Original,original,,KIP,3,30,NumerAI,XGBClassifier,centroid,0.0299947432264281
Decoded,decoded,MLP,KMeans,4,30,NumerAI,XGBClassifier,centroid,0.03369205200570186
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,NumerAI,XGBClassifier,centroid,0.01766740804855526
Encoded,encoded,MLP,KMeans,2,30,NumerAI,XGBClassifier,centroid,0.02361437155406038
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,NumerAI,XGBClassifier,centroid,0.024557052010916895
Original,original,,KMeans,1,30,NumerAI,XGBClassifier,centroid,0.0202037044459519
Decoded,decoded,GNN,KMeans,2,30,NumerAI,XGBClassifier,centroid,0.02611119744921312
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,NumerAI,XGBClassifier,centroid,0.027692133360531
Encoded,encoded,GNN,KMeans,4,30,NumerAI,XGBClassifier,centroid,0.02791897327225642
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,NumerAI,XGBClassifier,centroid,0.02496521932055
Original,original,,KMeans,0,30,NumerAI,XGBClassifier,centroid,0.0202037044459519
Decoded,decoded,MLP,KMeans,0,30,NumerAI,XGBClassifier,closest,0.02055257660130806
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,NumerAI,XGBClassifier,closest,0.02758811540048396
Encoded,encoded,MLP,KMeans,4,30,NumerAI,XGBClassifier,closest,0.03141908599190526
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,NumerAI,XGBClassifier,closest,0.02976384302332416
Original,original,,KMeans,1,30,NumerAI,XGBClassifier,closest,0.0220338230466906
Decoded,decoded,GNN,KMeans,2,30,NumerAI,XGBClassifier,closest,0.02943487747083612
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,NumerAI,XGBClassifier,closest,0.0301065241655877
Encoded,encoded,GNN,KMeans,1,30,NumerAI,XGBClassifier,closest,0.02322486668461632
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,30,NumerAI,XGBClassifier,closest,0.033059764062055415
Original,original,,KMeans,0,30,NumerAI,XGBClassifier,closest,0.0220338230466906
Decoded,decoded,MLP,Agglo,1,30,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Nursery,GaussianNB,centroid,0.011574074074074
Encoded,encoded,MLP,Agglo,4,30,Nursery,GaussianNB,centroid,0.1130401234567901
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Nursery,GaussianNB,centroid,0.0061728395061728
Original,original,,Agglo,0,30,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,30,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,30,Nursery,GaussianNB,centroid,0.0736882716049383
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,30,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,30,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,30,Nursery,GaussianNB,closest,0.0979938271604938
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Nursery,GaussianNB,closest,0.0061728395061728
Original,original,,Agglo,0,30,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,30,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,30,Nursery,GaussianNB,closest,0.1022376543209876
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,30,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,30,Nursery,GaussianNB,centroid,0.10493827160493822
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,30,Nursery,GaussianNB,centroid,0.15115740740740738
Encoded-FT,encoded,MLP-MultiHead,KIP,2,30,Nursery,GaussianNB,centroid,0.013194444444444378
Original,original,,KIP,0,30,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,30,Nursery,GaussianNB,centroid,0.09112654320987648
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,30,Nursery,GaussianNB,centroid,0.15370370370370368
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,30,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,1,30,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Nursery,GaussianNB,centroid,0.00038580246913578
Encoded,encoded,MLP,KMeans,4,30,Nursery,GaussianNB,centroid,0.09837962962962962
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Nursery,GaussianNB,centroid,0.00570987654320986
Original,original,,KMeans,0,30,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,30,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,30,Nursery,GaussianNB,centroid,0.04853395061728388
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,30,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,30,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,30,Nursery,GaussianNB,closest,0.10964506172839505
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Nursery,GaussianNB,closest,0.004398148148148101
Original,original,,KMeans,0,30,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,30,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,30,Nursery,GaussianNB,closest,0.06427469135802463
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,30,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,30,Nursery,KNeighborsClassifier,centroid,0.1442901234567901
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Nursery,KNeighborsClassifier,centroid,0.0771604938271605
Encoded,encoded,MLP,Agglo,2,30,Nursery,KNeighborsClassifier,centroid,0.0324074074074074
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Nursery,KNeighborsClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,30,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,30,Nursery,KNeighborsClassifier,centroid,0.0717592592592593
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Nursery,KNeighborsClassifier,centroid,0.1010802469135803
Encoded,encoded,GNN,Agglo,2,30,Nursery,KNeighborsClassifier,centroid,0.0343364197530864
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,30,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,30,Nursery,KNeighborsClassifier,closest,0.0771604938271605
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Nursery,KNeighborsClassifier,closest,0.0833333333333333
Encoded,encoded,MLP,Agglo,4,30,Nursery,KNeighborsClassifier,closest,0.1130401234567901
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Nursery,KNeighborsClassifier,closest,0.0023148148148148
Original,original,,Agglo,1,30,Nursery,KNeighborsClassifier,closest,0.0652006172839506
Decoded,decoded,GNN,Agglo,1,30,Nursery,KNeighborsClassifier,closest,0.0632716049382715
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Nursery,KNeighborsClassifier,closest,0.0725308641975308
Encoded,encoded,GNN,Agglo,4,30,Nursery,KNeighborsClassifier,closest,0.125
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,30,Nursery,KNeighborsClassifier,closest,0.0652006172839506
Decoded,decoded,MLP,KIP,3,30,Nursery,KNeighborsClassifier,centroid,0.1560956790123456
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Nursery,KNeighborsClassifier,centroid,0.10740740740740733
Encoded,encoded,MLP,KIP,4,30,Nursery,KNeighborsClassifier,centroid,0.2777777777777778
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Nursery,KNeighborsClassifier,centroid,0.021682098765432083
Original,original,,KIP,1,30,Nursery,KNeighborsClassifier,centroid,0.06712962962962957
Decoded,decoded,GNN,KIP,3,30,Nursery,KNeighborsClassifier,centroid,0.17947530864197528
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Nursery,KNeighborsClassifier,centroid,0.09251543209876538
Encoded,encoded,GNN,KIP,4,30,Nursery,KNeighborsClassifier,centroid,0.3027777777777777
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,30,Nursery,KNeighborsClassifier,centroid,0.06712962962962957
Decoded,decoded,MLP,KMeans,4,30,Nursery,KNeighborsClassifier,centroid,0.11697530864197529
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Nursery,KNeighborsClassifier,centroid,0.09753086419753079
Encoded,encoded,MLP,KMeans,2,30,Nursery,KNeighborsClassifier,centroid,0.05100308641975304
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Nursery,KNeighborsClassifier,centroid,0.0013888888888888202
Original,original,,KMeans,0,30,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,30,Nursery,KNeighborsClassifier,centroid,0.082716049382716
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Nursery,KNeighborsClassifier,centroid,0.08688271604938266
Encoded,encoded,GNN,KMeans,2,30,Nursery,KNeighborsClassifier,centroid,0.03101851851851852
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,30,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,30,Nursery,KNeighborsClassifier,closest,0.0872685185185185
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Nursery,KNeighborsClassifier,closest,0.08888888888888885
Encoded,encoded,MLP,KMeans,4,30,Nursery,KNeighborsClassifier,closest,0.1282407407407407
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Nursery,KNeighborsClassifier,closest,0.00324074074074072
Original,original,,KMeans,1,30,Nursery,KNeighborsClassifier,closest,0.08695987654320986
Decoded,decoded,GNN,KMeans,1,30,Nursery,KNeighborsClassifier,closest,0.07685185185185181
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Nursery,KNeighborsClassifier,closest,0.08294753086419746
Encoded,encoded,GNN,KMeans,4,30,Nursery,KNeighborsClassifier,closest,0.10925925925925921
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,3,30,Nursery,KNeighborsClassifier,closest,0.08695987654320986
Decoded,decoded,MLP,Agglo,3,30,Nursery,LogisticRegression,centroid,0.0023148148148148
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,30,Nursery,LogisticRegression,centroid,0.0027006172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,30,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,30,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,30,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,30,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,30,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,30,Nursery,LogisticRegression,closest,0.0073302469135803
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,30,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,30,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,30,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,30,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,4,30,Nursery,LogisticRegression,centroid,0.05833333333333328
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Nursery,LogisticRegression,centroid,0.00709876543209878
Encoded,encoded,MLP,KIP,3,30,Nursery,LogisticRegression,centroid,0.04606481481481476
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Nursery,LogisticRegression,centroid,0.0047067901234568
Original,original,,KIP,0,30,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,30,Nursery,LogisticRegression,centroid,0.08217592592592593
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Nursery,LogisticRegression,centroid,0.00061728395061728
Encoded,encoded,GNN,KIP,3,30,Nursery,LogisticRegression,centroid,0.008950617283950581
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,30,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,30,Nursery,LogisticRegression,centroid,0.00069444444444444
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,30,Nursery,LogisticRegression,centroid,0.0036265432098765197
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,Nursery,LogisticRegression,centroid,0.00046296296296290004
Original,original,,KMeans,0,30,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,30,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,30,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,30,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,30,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,30,Nursery,LogisticRegression,closest,0.006558641975308579
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Nursery,LogisticRegression,closest,0.0001543209876543
Original,original,,KMeans,0,30,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,30,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,30,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,30,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,4,30,Nursery,MLPClassifier,centroid,0.091820987654321
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Nursery,MLPClassifier,centroid,0.0841049382716049
Encoded,encoded,MLP,Agglo,2,30,Nursery,MLPClassifier,centroid,0.0069444444444444
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,30,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,30,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Nursery,MLPClassifier,centroid,0.0871913580246913
Encoded,encoded,GNN,Agglo,3,30,Nursery,MLPClassifier,centroid,0.0061728395061728
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,30,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,1,30,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Nursery,MLPClassifier,closest,0.0042438271604938
Encoded,encoded,MLP,Agglo,4,30,Nursery,MLPClassifier,closest,0.0100308641975308
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,30,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,3,30,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,30,Nursery,MLPClassifier,closest,0.0054012345679013
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,30,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,4,30,Nursery,MLPClassifier,centroid,0.10216049382716044
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,Nursery,MLPClassifier,centroid,0.03989197530864193
Encoded,encoded,MLP,KIP,3,30,Nursery,MLPClassifier,centroid,0.050385802469135745
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,Nursery,MLPClassifier,centroid,0.00370370370370362
Original,original,,KIP,0,30,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,30,Nursery,MLPClassifier,centroid,0.1280092592592592
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Nursery,MLPClassifier,centroid,0.012885802469135718
Encoded,encoded,GNN,KIP,3,30,Nursery,MLPClassifier,centroid,0.0493055555555555
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,30,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,30,Nursery,MLPClassifier,centroid,0.0296296296296296
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Nursery,MLPClassifier,centroid,0.07067901234567894
Encoded,encoded,MLP,KMeans,2,30,Nursery,MLPClassifier,centroid,0.005015432098765401
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,KMeans,0,30,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,30,Nursery,MLPClassifier,centroid,0.022222222222222136
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Nursery,MLPClassifier,centroid,0.012499999999999938
Encoded,encoded,GNN,KMeans,2,30,Nursery,MLPClassifier,centroid,0.00023148148148141996
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,30,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,0,30,Nursery,MLPClassifier,closest,7.716049382714e-05
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Nursery,MLPClassifier,closest,0.0001543209876543
Encoded,encoded,MLP,KMeans,4,30,Nursery,MLPClassifier,closest,0.01134259259259258
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Nursery,MLPClassifier,closest,0.0010802469135801599
Original,original,,KMeans,2,30,Nursery,MLPClassifier,closest,0.00061728395061728
Decoded,decoded,GNN,KMeans,1,30,Nursery,MLPClassifier,closest,0.00030864197530862
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Nursery,MLPClassifier,closest,0.0018518518518518203
Encoded,encoded,GNN,KMeans,3,30,Nursery,MLPClassifier,closest,0.0006944444444444
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,2,30,Nursery,MLPClassifier,closest,0.00061728395061728
Decoded,decoded,MLP,Agglo,2,30,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,30,Nursery,XGBClassifier,centroid,0.1921296296296296
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Nursery,XGBClassifier,centroid,0.0914351851851851
Original,original,,Agglo,0,30,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,30,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,30,Nursery,XGBClassifier,centroid,0.2091049382716049
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,Nursery,XGBClassifier,centroid,0.1246141975308641
Original,original,,Agglo,0,30,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,30,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,30,Nursery,XGBClassifier,closest,0.1423611111111111
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,Nursery,XGBClassifier,closest,0.0652006172839505
Original,original,,Agglo,0,30,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,30,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,30,Nursery,XGBClassifier,closest,0.1763117283950617
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,Nursery,XGBClassifier,closest,0.0069444444444444
Original,original,,Agglo,0,30,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,30,Nursery,XGBClassifier,centroid,0.054938271604938235
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Nursery,XGBClassifier,centroid,0.00871913580246908
Encoded,encoded,MLP,KIP,4,30,Nursery,XGBClassifier,centroid,0.17237654320987653
Encoded-FT,encoded,MLP-MultiHead,KIP,2,30,Nursery,XGBClassifier,centroid,0.03935185185185182
Original,original,,KIP,0,30,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,30,Nursery,XGBClassifier,centroid,0.07993827160493824
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Nursery,XGBClassifier,centroid,0.0042438271604938
Encoded,encoded,GNN,KIP,4,30,Nursery,XGBClassifier,centroid,0.1898919753086419
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,Nursery,XGBClassifier,centroid,0.0027777777777777397
Original,original,,KIP,0,30,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,30,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,30,Nursery,XGBClassifier,centroid,0.19004629629629624
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Nursery,XGBClassifier,centroid,0.09128086419753079
Original,original,,KMeans,0,30,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,30,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,30,Nursery,XGBClassifier,centroid,0.10841049382716043
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,Nursery,XGBClassifier,centroid,0.05208333333333328
Original,original,,KMeans,0,30,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,30,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,30,Nursery,XGBClassifier,closest,0.130787037037037
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,30,Nursery,XGBClassifier,closest,0.0627314814814814
Original,original,,KMeans,0,30,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,30,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,30,Nursery,XGBClassifier,closest,0.08881172839506168
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,Nursery,XGBClassifier,closest,0.00964506172839498
Original,original,,KMeans,0,30,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,4,30,OnlineShoppers,GaussianNB,centroid,-0.0738664461577125
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,OnlineShoppers,GaussianNB,centroid,-0.0942108292595925
Encoded,encoded,MLP,Agglo,1,30,OnlineShoppers,GaussianNB,centroid,-0.1257144246905173
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,GaussianNB,centroid,-0.1837763779782896
Original,original,,Agglo,3,30,OnlineShoppers,GaussianNB,centroid,-0.0903721899295505
Decoded,decoded,GNN,Agglo,4,30,OnlineShoppers,GaussianNB,centroid,0.0941784014722215
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,OnlineShoppers,GaussianNB,centroid,-0.0157355838217768
Encoded,encoded,GNN,Agglo,1,30,OnlineShoppers,GaussianNB,centroid,-0.1636346685474781
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,GaussianNB,centroid,-0.1932858266248347
Original,original,,Agglo,2,30,OnlineShoppers,GaussianNB,centroid,-0.0903721899295505
Decoded,decoded,MLP,Agglo,1,30,OnlineShoppers,GaussianNB,closest,-0.1437645418358992
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,OnlineShoppers,GaussianNB,closest,-0.0371095491726861
Encoded,encoded,MLP,Agglo,2,30,OnlineShoppers,GaussianNB,closest,-0.1298854488411119
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,GaussianNB,closest,-0.1929453348574394
Original,original,,Agglo,3,30,OnlineShoppers,GaussianNB,closest,-0.0869064701542752
Decoded,decoded,GNN,Agglo,3,30,OnlineShoppers,GaussianNB,closest,-0.0904208316106071
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,OnlineShoppers,GaussianNB,closest,-0.1612755470162382
Encoded,encoded,GNN,Agglo,2,30,OnlineShoppers,GaussianNB,closest,-0.1170845797764102
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,GaussianNB,closest,-0.1659694692381902
Original,original,,Agglo,4,30,OnlineShoppers,GaussianNB,closest,-0.0869064701542752
Decoded,decoded,MLP,KIP,4,30,OnlineShoppers,GaussianNB,centroid,0.029593598754772937
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,OnlineShoppers,GaussianNB,centroid,-0.1039318692187334
Encoded,encoded,MLP,KIP,2,30,OnlineShoppers,GaussianNB,centroid,-0.09382169581114048
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,OnlineShoppers,GaussianNB,centroid,-0.1958897779507259
Original,original,,KIP,3,30,OnlineShoppers,GaussianNB,centroid,0.019545038143184878
Decoded,decoded,GNN,KIP,2,30,OnlineShoppers,GaussianNB,centroid,-0.010741704566643142
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,OnlineShoppers,GaussianNB,centroid,0.012793572812543019
Encoded,encoded,GNN,KIP,1,30,OnlineShoppers,GaussianNB,centroid,-0.09759304748238765
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,OnlineShoppers,GaussianNB,centroid,-0.1481803957811448
Original,original,,KIP,4,30,OnlineShoppers,GaussianNB,centroid,0.019545038143184878
Decoded,decoded,MLP,KMeans,4,30,OnlineShoppers,GaussianNB,centroid,-0.09400977697789228
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,OnlineShoppers,GaussianNB,centroid,-0.09496477531596823
Encoded,encoded,MLP,KMeans,1,30,OnlineShoppers,GaussianNB,centroid,-0.18002934714757063
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,GaussianNB,centroid,-0.2072159933847313
Original,original,,KMeans,2,30,OnlineShoppers,GaussianNB,centroid,-0.09541146808700374
Decoded,decoded,GNN,KMeans,4,30,OnlineShoppers,GaussianNB,centroid,0.05967199293074234
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,OnlineShoppers,GaussianNB,centroid,-0.07494467008779816
Encoded,encoded,GNN,KMeans,1,30,OnlineShoppers,GaussianNB,centroid,-0.12099293884929989
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,GaussianNB,centroid,-0.1566448589796595
Original,original,,KMeans,2,30,OnlineShoppers,GaussianNB,centroid,-0.09541146808700374
Decoded,decoded,MLP,KMeans,3,30,OnlineShoppers,GaussianNB,closest,-0.10480579808838186
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,OnlineShoppers,GaussianNB,closest,-0.07402453162114611
Encoded,encoded,MLP,KMeans,1,30,OnlineShoppers,GaussianNB,closest,-0.14652009306774968
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,GaussianNB,closest,-0.19046623051292652
Original,original,,KMeans,2,30,OnlineShoppers,GaussianNB,closest,-0.14246013408890074
Decoded,decoded,GNN,KMeans,4,30,OnlineShoppers,GaussianNB,closest,-0.08749827727379587
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,OnlineShoppers,GaussianNB,closest,-0.12638405849972836
Encoded,encoded,GNN,KMeans,3,30,OnlineShoppers,GaussianNB,closest,-0.10374946291477165
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,GaussianNB,closest,-0.175118158750233
Original,original,,KMeans,1,30,OnlineShoppers,GaussianNB,closest,-0.14246013408890074
Decoded,decoded,MLP,Agglo,4,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0276531954063294
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.0239326729201369
Encoded,encoded,MLP,Agglo,3,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0101621811168579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.0392916630139388
Original,original,,Agglo,1,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.0287297273603929
Decoded,decoded,GNN,Agglo,3,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0276672218813008
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0164495485228368
Encoded,encoded,GNN,Agglo,4,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0363005172262643
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0125291487683001
Original,original,,Agglo,0,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.0287297273603929
Decoded,decoded,MLP,Agglo,2,30,OnlineShoppers,KNeighborsClassifier,closest,0.0145174015955113
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,OnlineShoppers,KNeighborsClassifier,closest,0.0117296396949241
Encoded,encoded,MLP,Agglo,4,30,OnlineShoppers,KNeighborsClassifier,closest,0.0343718769176819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,KNeighborsClassifier,closest,-0.028010870518103
Original,original,,Agglo,3,30,OnlineShoppers,KNeighborsClassifier,closest,0.0233084947839045
Decoded,decoded,GNN,Agglo,3,30,OnlineShoppers,KNeighborsClassifier,closest,0.0278706057683878
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,OnlineShoppers,KNeighborsClassifier,closest,0.0189883404926799
Encoded,encoded,GNN,Agglo,4,30,OnlineShoppers,KNeighborsClassifier,closest,0.0764758481634084
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,KNeighborsClassifier,closest,-0.0196896642412554
Original,original,,Agglo,2,30,OnlineShoppers,KNeighborsClassifier,closest,0.0233084947839045
Decoded,decoded,MLP,KIP,3,30,OnlineShoppers,KNeighborsClassifier,centroid,0.1063620583852019
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,OnlineShoppers,KNeighborsClassifier,centroid,0.059263259402121404
Encoded,encoded,MLP,KIP,2,30,OnlineShoppers,KNeighborsClassifier,centroid,0.10559621285175758
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,OnlineShoppers,KNeighborsClassifier,centroid,0.01050933637240284
Original,original,,KIP,4,30,OnlineShoppers,KNeighborsClassifier,centroid,0.1651673533795037
Decoded,decoded,GNN,KIP,3,30,OnlineShoppers,KNeighborsClassifier,centroid,0.11962619444200914
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,OnlineShoppers,KNeighborsClassifier,centroid,0.1075290611028314
Encoded,encoded,GNN,KIP,1,30,OnlineShoppers,KNeighborsClassifier,centroid,0.09138739370561919
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,OnlineShoppers,KNeighborsClassifier,centroid,0.0487686508284386
Original,original,,KIP,4,30,OnlineShoppers,KNeighborsClassifier,centroid,0.1651673533795037
Decoded,decoded,MLP,KMeans,3,30,OnlineShoppers,KNeighborsClassifier,centroid,0.00872025948978692
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.0180597878495662
Encoded,encoded,MLP,KMeans,4,30,OnlineShoppers,KNeighborsClassifier,centroid,0.017524677829402882
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.04064241255369512
Original,original,,KMeans,0,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.050848075742964884
Decoded,decoded,GNN,KMeans,3,30,OnlineShoppers,KNeighborsClassifier,centroid,0.02708091522749172
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,OnlineShoppers,KNeighborsClassifier,centroid,0.02012729026036632
Encoded,encoded,GNN,KMeans,4,30,OnlineShoppers,KNeighborsClassifier,centroid,0.06252581748049431
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.030906636275970917
Original,original,,KMeans,0,30,OnlineShoppers,KNeighborsClassifier,centroid,-0.050848075742964884
Decoded,decoded,MLP,KMeans,2,30,OnlineShoppers,KNeighborsClassifier,closest,0.017290435697378658
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,OnlineShoppers,KNeighborsClassifier,closest,0.00909757166652044
Encoded,encoded,MLP,KMeans,3,30,OnlineShoppers,KNeighborsClassifier,closest,0.03222161830454974
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,KNeighborsClassifier,closest,-0.01731147540983608
Original,original,,KMeans,4,30,OnlineShoppers,KNeighborsClassifier,closest,0.04309353905496606
Decoded,decoded,GNN,KMeans,3,30,OnlineShoppers,KNeighborsClassifier,closest,0.059368457964407685
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,OnlineShoppers,KNeighborsClassifier,closest,0.043750679407381254
Encoded,encoded,GNN,KMeans,4,30,OnlineShoppers,KNeighborsClassifier,closest,0.09527062330148146
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,KNeighborsClassifier,closest,0.022779696677478582
Original,original,,KMeans,1,30,OnlineShoppers,KNeighborsClassifier,closest,0.04309353905496606
Decoded,decoded,MLP,Agglo,4,30,OnlineShoppers,LogisticRegression,centroid,0.2792770159653913
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,OnlineShoppers,LogisticRegression,centroid,0.2349007926100364
Encoded,encoded,MLP,Agglo,3,30,OnlineShoppers,LogisticRegression,centroid,0.2791334571987819
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,OnlineShoppers,LogisticRegression,centroid,0.257654857117616
Original,original,,Agglo,0,30,OnlineShoppers,LogisticRegression,centroid,0.1615505451092013
Decoded,decoded,GNN,Agglo,4,30,OnlineShoppers,LogisticRegression,centroid,0.2636650000966261
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,OnlineShoppers,LogisticRegression,centroid,0.2228805066520163
Encoded,encoded,GNN,Agglo,3,30,OnlineShoppers,LogisticRegression,centroid,0.2269001521170776
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,OnlineShoppers,LogisticRegression,centroid,0.1842880451437106
Original,original,,Agglo,0,30,OnlineShoppers,LogisticRegression,centroid,0.1615505451092013
Decoded,decoded,MLP,Agglo,0,30,OnlineShoppers,LogisticRegression,closest,0.1957893109455277
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,OnlineShoppers,LogisticRegression,closest,0.2361541710723564
Encoded,encoded,MLP,Agglo,4,30,OnlineShoppers,LogisticRegression,closest,0.24988335850213
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,OnlineShoppers,LogisticRegression,closest,0.2034089685578695
Original,original,,Agglo,1,30,OnlineShoppers,LogisticRegression,closest,0.2002313504738819
Decoded,decoded,GNN,Agglo,2,30,OnlineShoppers,LogisticRegression,closest,0.2174749669400725
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,OnlineShoppers,LogisticRegression,closest,0.2337606047136969
Encoded,encoded,GNN,Agglo,4,30,OnlineShoppers,LogisticRegression,closest,0.2765908105824896
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,LogisticRegression,closest,0.1998696928118468
Original,original,,Agglo,1,30,OnlineShoppers,LogisticRegression,closest,0.2002313504738819
Decoded,decoded,MLP,KIP,4,30,OnlineShoppers,LogisticRegression,centroid,0.30104991151810634
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,OnlineShoppers,LogisticRegression,centroid,0.21603937927397912
Encoded,encoded,MLP,KIP,3,30,OnlineShoppers,LogisticRegression,centroid,0.2647764762396438
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,OnlineShoppers,LogisticRegression,centroid,0.16586448604581178
Original,original,,KIP,2,30,OnlineShoppers,LogisticRegression,centroid,0.24443585545840799
Decoded,decoded,GNN,KIP,3,30,OnlineShoppers,LogisticRegression,centroid,0.2692836693620745
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,OnlineShoppers,LogisticRegression,centroid,0.28047573166657924
Encoded,encoded,GNN,KIP,1,30,OnlineShoppers,LogisticRegression,centroid,0.23215882016779812
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,OnlineShoppers,LogisticRegression,centroid,0.21177789250209123
Original,original,,KIP,2,30,OnlineShoppers,LogisticRegression,centroid,0.24443585545840799
Decoded,decoded,MLP,KMeans,3,30,OnlineShoppers,LogisticRegression,centroid,0.24656273380063548
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,OnlineShoppers,LogisticRegression,centroid,0.23579527415583304
Encoded,encoded,MLP,KMeans,4,30,OnlineShoppers,LogisticRegression,centroid,0.2865775313965783
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,OnlineShoppers,LogisticRegression,centroid,0.24291247608504202
Original,original,,KMeans,0,30,OnlineShoppers,LogisticRegression,centroid,0.15990900582793383
Decoded,decoded,GNN,KMeans,4,30,OnlineShoppers,LogisticRegression,centroid,0.27165625405484495
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,OnlineShoppers,LogisticRegression,centroid,0.2437346260984316
Encoded,encoded,GNN,KMeans,2,30,OnlineShoppers,LogisticRegression,centroid,0.2432735815979747
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,OnlineShoppers,LogisticRegression,centroid,0.18543541097838062
Original,original,,KMeans,0,30,OnlineShoppers,LogisticRegression,centroid,0.15990900582793383
Decoded,decoded,MLP,KMeans,0,30,OnlineShoppers,LogisticRegression,closest,0.2062453584966084
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,OnlineShoppers,LogisticRegression,closest,0.21062224443088612
Encoded,encoded,MLP,KMeans,4,30,OnlineShoppers,LogisticRegression,closest,0.25143213673420367
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,OnlineShoppers,LogisticRegression,closest,0.2106724899991994
Original,original,,KMeans,3,30,OnlineShoppers,LogisticRegression,closest,0.2441205783209698
Decoded,decoded,GNN,KMeans,3,30,OnlineShoppers,LogisticRegression,closest,0.24477377070904222
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,OnlineShoppers,LogisticRegression,closest,0.22533867445564998
Encoded,encoded,GNN,KMeans,4,30,OnlineShoppers,LogisticRegression,closest,0.27013453112878605
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,LogisticRegression,closest,0.2125525576926793
Original,original,,KMeans,2,30,OnlineShoppers,LogisticRegression,closest,0.2441205783209698
Decoded,decoded,MLP,Agglo,4,30,OnlineShoppers,MLPClassifier,centroid,0.2026177896636445
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,OnlineShoppers,MLPClassifier,centroid,0.1633229901444631
Encoded,encoded,MLP,Agglo,2,30,OnlineShoppers,MLPClassifier,centroid,0.1361666837500116
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,MLPClassifier,centroid,0.0929178663833938
Original,original,,Agglo,1,30,OnlineShoppers,MLPClassifier,centroid,0.1079356796531149
Decoded,decoded,GNN,Agglo,4,30,OnlineShoppers,MLPClassifier,centroid,0.2289292469972139
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,OnlineShoppers,MLPClassifier,centroid,0.1550732875499687
Encoded,encoded,GNN,Agglo,2,30,OnlineShoppers,MLPClassifier,centroid,0.1235094781504018
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,MLPClassifier,centroid,0.0639786799854638
Original,original,,Agglo,1,30,OnlineShoppers,MLPClassifier,centroid,0.1079356796531149
Decoded,decoded,MLP,Agglo,1,30,OnlineShoppers,MLPClassifier,closest,0.1166419734680122
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,OnlineShoppers,MLPClassifier,closest,0.1672335231137658
Encoded,encoded,MLP,Agglo,4,30,OnlineShoppers,MLPClassifier,closest,0.1859972480284267
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,MLPClassifier,closest,0.0809533127711981
Original,original,,Agglo,2,30,OnlineShoppers,MLPClassifier,closest,0.117197958695578
Decoded,decoded,GNN,Agglo,4,30,OnlineShoppers,MLPClassifier,closest,0.1569617736860579
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,OnlineShoppers,MLPClassifier,closest,0.1220403104820299
Encoded,encoded,GNN,Agglo,3,30,OnlineShoppers,MLPClassifier,closest,0.1547098782112807
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,MLPClassifier,closest,0.0866871045593895
Original,original,,Agglo,1,30,OnlineShoppers,MLPClassifier,closest,0.117197958695578
Decoded,decoded,MLP,KIP,4,30,OnlineShoppers,MLPClassifier,centroid,0.2156924500933372
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,OnlineShoppers,MLPClassifier,centroid,0.13807877596280183
Encoded,encoded,MLP,KIP,3,30,OnlineShoppers,MLPClassifier,centroid,0.169427024609335
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,OnlineShoppers,MLPClassifier,centroid,0.08304058692161231
Original,original,,KIP,2,30,OnlineShoppers,MLPClassifier,centroid,0.148437495146777
Decoded,decoded,GNN,KIP,3,30,OnlineShoppers,MLPClassifier,centroid,0.18050013821979127
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,OnlineShoppers,MLPClassifier,centroid,0.20650285291861192
Encoded,encoded,GNN,KIP,2,30,OnlineShoppers,MLPClassifier,centroid,0.15221136135623123
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,OnlineShoppers,MLPClassifier,centroid,0.11902121751446652
Original,original,,KIP,1,30,OnlineShoppers,MLPClassifier,centroid,0.148437495146777
Decoded,decoded,MLP,KMeans,3,30,OnlineShoppers,MLPClassifier,centroid,0.1385241853573991
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,OnlineShoppers,MLPClassifier,centroid,0.15785135005016296
Encoded,encoded,MLP,KMeans,2,30,OnlineShoppers,MLPClassifier,centroid,0.12905690617516333
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,MLPClassifier,centroid,0.06201129985618929
Original,original,,KMeans,1,30,OnlineShoppers,MLPClassifier,centroid,0.09251780550456437
Decoded,decoded,GNN,KMeans,4,30,OnlineShoppers,MLPClassifier,centroid,0.2067886106892043
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,OnlineShoppers,MLPClassifier,centroid,0.15892356290242926
Encoded,encoded,GNN,KMeans,2,30,OnlineShoppers,MLPClassifier,centroid,0.12224344698416845
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,MLPClassifier,centroid,0.08664051361853206
Original,original,,KMeans,1,30,OnlineShoppers,MLPClassifier,centroid,0.09251780550456437
Decoded,decoded,MLP,KMeans,2,30,OnlineShoppers,MLPClassifier,closest,0.14198930893210465
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,OnlineShoppers,MLPClassifier,closest,0.13424154607378144
Encoded,encoded,MLP,KMeans,3,30,OnlineShoppers,MLPClassifier,closest,0.14542150824193745
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,MLPClassifier,closest,0.07660730980801433
Original,original,,KMeans,4,30,OnlineShoppers,MLPClassifier,closest,0.1494289503682238
Decoded,decoded,GNN,KMeans,4,30,OnlineShoppers,MLPClassifier,closest,0.17042966165658752
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,OnlineShoppers,MLPClassifier,closest,0.1399548378479955
Encoded,encoded,GNN,KMeans,3,30,OnlineShoppers,MLPClassifier,closest,0.15116586064338988
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,MLPClassifier,closest,0.0993033101310448
Original,original,,KMeans,2,30,OnlineShoppers,MLPClassifier,closest,0.1494289503682238
Decoded,decoded,MLP,Agglo,4,30,OnlineShoppers,XGBClassifier,centroid,0.3584631086095958
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,OnlineShoppers,XGBClassifier,centroid,0.2435291172530281
Encoded,encoded,MLP,Agglo,1,30,OnlineShoppers,XGBClassifier,centroid,0.2422004164912946
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,XGBClassifier,centroid,0.2051370927587183
Original,original,,Agglo,3,30,OnlineShoppers,XGBClassifier,centroid,0.3548731407129868
Decoded,decoded,GNN,Agglo,2,30,OnlineShoppers,XGBClassifier,centroid,0.2317138589266408
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,OnlineShoppers,XGBClassifier,centroid,0.22409652474602
Encoded,encoded,GNN,Agglo,3,30,OnlineShoppers,XGBClassifier,centroid,0.2496224344108738
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,XGBClassifier,centroid,0.2205863339137802
Original,original,,Agglo,4,30,OnlineShoppers,XGBClassifier,centroid,0.3548731407129868
Decoded,decoded,MLP,Agglo,1,30,OnlineShoppers,XGBClassifier,closest,0.2192878934178418
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,OnlineShoppers,XGBClassifier,closest,0.2757563003248852
Encoded,encoded,MLP,Agglo,3,30,OnlineShoppers,XGBClassifier,closest,0.2629011892284457
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,OnlineShoppers,XGBClassifier,closest,0.2077779886826606
Original,original,,Agglo,2,30,OnlineShoppers,XGBClassifier,closest,0.2350232316313309
Decoded,decoded,GNN,Agglo,2,30,OnlineShoppers,XGBClassifier,closest,0.2351167633619706
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,OnlineShoppers,XGBClassifier,closest,0.2183993419767656
Encoded,encoded,GNN,Agglo,4,30,OnlineShoppers,XGBClassifier,closest,0.252315598066644
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,OnlineShoppers,XGBClassifier,closest,0.2377246480868634
Original,original,,Agglo,1,30,OnlineShoppers,XGBClassifier,closest,0.2350232316313309
Decoded,decoded,MLP,KIP,2,30,OnlineShoppers,XGBClassifier,centroid,0.2854665445252301
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,OnlineShoppers,XGBClassifier,centroid,0.23478665137147772
Encoded,encoded,MLP,KIP,3,30,OnlineShoppers,XGBClassifier,centroid,0.28773386371326465
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,OnlineShoppers,XGBClassifier,centroid,0.18733745423134793
Original,original,,KIP,4,30,OnlineShoppers,XGBClassifier,centroid,0.3159875987928904
Decoded,decoded,GNN,KIP,3,30,OnlineShoppers,XGBClassifier,centroid,0.2734125051923865
Decoded-FT,decoded,GNN-MultiHead,KIP,0,30,OnlineShoppers,XGBClassifier,centroid,0.26169187896994045
Encoded,encoded,GNN,KIP,2,30,OnlineShoppers,XGBClassifier,centroid,0.27245077892675085
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,OnlineShoppers,XGBClassifier,centroid,0.2701460470464605
Original,original,,KIP,4,30,OnlineShoppers,XGBClassifier,centroid,0.3159875987928904
Decoded,decoded,MLP,KMeans,2,30,OnlineShoppers,XGBClassifier,centroid,0.25418568249278567
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,OnlineShoppers,XGBClassifier,centroid,0.22917639809305307
Encoded,encoded,MLP,KMeans,3,30,OnlineShoppers,XGBClassifier,centroid,0.26156423566695
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,XGBClassifier,centroid,0.2048862076459438
Original,original,,KMeans,4,30,OnlineShoppers,XGBClassifier,centroid,0.3800276743885363
Decoded,decoded,GNN,KMeans,2,30,OnlineShoppers,XGBClassifier,centroid,0.2464241994096496
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,OnlineShoppers,XGBClassifier,centroid,0.27843075763452746
Encoded,encoded,GNN,KMeans,1,30,OnlineShoppers,XGBClassifier,centroid,0.24285954009897853
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,XGBClassifier,centroid,0.21714436622624214
Original,original,,KMeans,4,30,OnlineShoppers,XGBClassifier,centroid,0.3800276743885363
Decoded,decoded,MLP,KMeans,1,30,OnlineShoppers,XGBClassifier,closest,0.21918115720758258
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,OnlineShoppers,XGBClassifier,closest,0.22983717226068934
Encoded,encoded,MLP,KMeans,3,30,OnlineShoppers,XGBClassifier,closest,0.25653002781193524
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,OnlineShoppers,XGBClassifier,closest,0.2037566744518077
Original,original,,KMeans,4,30,OnlineShoppers,XGBClassifier,closest,0.2701328425668407
Decoded,decoded,GNN,KMeans,4,30,OnlineShoppers,XGBClassifier,closest,0.2815750743439711
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,OnlineShoppers,XGBClassifier,closest,0.23970642040312168
Encoded,encoded,GNN,KMeans,2,30,OnlineShoppers,XGBClassifier,closest,0.2640103655165015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,OnlineShoppers,XGBClassifier,closest,0.23646747158973674
Original,original,,KMeans,3,30,OnlineShoppers,XGBClassifier,closest,0.2701328425668407
Decoded,decoded,MLP,Agglo,4,30,PhishingWebsites,GaussianNB,centroid,-0.1192118226600985
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,PhishingWebsites,GaussianNB,centroid,-0.2388219264228068
Encoded,encoded,MLP,Agglo,2,30,PhishingWebsites,GaussianNB,centroid,-0.2216119903574049
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,GaussianNB,centroid,-0.3014987946756104
Original,original,,Agglo,3,30,PhishingWebsites,GaussianNB,centroid,-0.1192327848233938
Decoded,decoded,GNN,Agglo,3,30,PhishingWebsites,GaussianNB,centroid,-0.1439890996750864
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,PhishingWebsites,GaussianNB,centroid,-0.1770045068651084
Encoded,encoded,GNN,Agglo,1,30,PhishingWebsites,GaussianNB,centroid,-0.2009013730216958
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,PhishingWebsites,GaussianNB,centroid,-0.2638297872340426
Original,original,,Agglo,4,30,PhishingWebsites,GaussianNB,centroid,-0.1192327848233938
Decoded,decoded,MLP,Agglo,4,30,PhishingWebsites,GaussianNB,closest,-0.1259197149145792
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,PhishingWebsites,GaussianNB,closest,-0.2533277434231212
Encoded,encoded,MLP,Agglo,3,30,PhishingWebsites,GaussianNB,closest,-0.2131432763861231
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,GaussianNB,closest,-0.2897180589036789
Original,original,,Agglo,2,30,PhishingWebsites,GaussianNB,closest,-0.2431401320616288
Decoded,decoded,GNN,Agglo,2,30,PhishingWebsites,GaussianNB,closest,-0.2144848548370192
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,PhishingWebsites,GaussianNB,closest,-0.1130489466512945
Encoded,encoded,GNN,Agglo,3,30,PhishingWebsites,GaussianNB,closest,-0.2050518813541558
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,PhishingWebsites,GaussianNB,closest,-0.2674352793208259
Original,original,,Agglo,1,30,PhishingWebsites,GaussianNB,closest,-0.2431401320616288
Decoded,decoded,MLP,KIP,4,30,PhishingWebsites,GaussianNB,centroid,0.00591133004926096
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,PhishingWebsites,GaussianNB,centroid,-0.04168116549627922
Encoded,encoded,MLP,KIP,1,30,PhishingWebsites,GaussianNB,centroid,-0.15694790902421132
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,PhishingWebsites,GaussianNB,centroid,-0.26585053977570483
Original,original,,KIP,2,30,PhishingWebsites,GaussianNB,centroid,-0.08609579708625936
Decoded,decoded,GNN,KIP,4,30,PhishingWebsites,GaussianNB,centroid,0.12368095587464618
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,PhishingWebsites,GaussianNB,centroid,0.007537993920972602
Encoded,encoded,GNN,KIP,1,30,PhishingWebsites,GaussianNB,centroid,-0.09440100618383822
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,PhishingWebsites,GaussianNB,centroid,-0.24105230059742158
Original,original,,KIP,2,30,PhishingWebsites,GaussianNB,centroid,-0.08609579708625936
Decoded,decoded,MLP,KMeans,2,30,PhishingWebsites,GaussianNB,centroid,-0.2149334451315376
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,PhishingWebsites,GaussianNB,centroid,-0.1716717325227964
Encoded,encoded,MLP,KMeans,1,30,PhishingWebsites,GaussianNB,centroid,-0.22011948433078293
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,GaussianNB,centroid,-0.3028445655591657
Original,original,,KMeans,4,30,PhishingWebsites,GaussianNB,centroid,-0.16671208468713977
Decoded,decoded,GNN,KMeans,2,30,PhishingWebsites,GaussianNB,centroid,-0.1997568389057751
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,PhishingWebsites,GaussianNB,centroid,-0.19339691856199562
Encoded,encoded,GNN,KMeans,1,30,PhishingWebsites,GaussianNB,centroid,-0.20419662509170947
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,GaussianNB,centroid,-0.26650455927051675
Original,original,,KMeans,4,30,PhishingWebsites,GaussianNB,centroid,-0.16671208468713977
Decoded,decoded,MLP,KMeans,3,30,PhishingWebsites,GaussianNB,closest,-0.19305733151661256
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,PhishingWebsites,GaussianNB,closest,-0.1289718058903679
Encoded,encoded,MLP,KMeans,2,30,PhishingWebsites,GaussianNB,closest,-0.20275862068965517
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,GaussianNB,closest,-0.2950089089194005
Original,original,,KMeans,1,30,PhishingWebsites,GaussianNB,closest,-0.21500471648674147
Decoded,decoded,GNN,KMeans,2,30,PhishingWebsites,GaussianNB,closest,-0.21491248296824234
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,PhishingWebsites,GaussianNB,closest,-0.19563567760192851
Encoded,encoded,GNN,KMeans,3,30,PhishingWebsites,GaussianNB,closest,-0.1965957446808511
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,GaussianNB,closest,-0.2578471858295776
Original,original,,KMeans,1,30,PhishingWebsites,GaussianNB,closest,-0.21500471648674147
Decoded,decoded,MLP,Agglo,4,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0777510221891817
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0599253357467233
Encoded,encoded,MLP,Agglo,2,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0450409683727394
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,KNeighborsClassifier,centroid,-0.0037170515700502
Original,original,,Agglo,1,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0402411235192397
Decoded,decoded,GNN,Agglo,4,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0996977875462612
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0909384747159687
Encoded,encoded,GNN,Agglo,2,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0550123632367438
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0273445706805436
Original,original,,Agglo,1,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0402411235192397
Decoded,decoded,MLP,Agglo,4,30,PhishingWebsites,KNeighborsClassifier,closest,0.0726925998351567
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,PhishingWebsites,KNeighborsClassifier,closest,0.0479338041598656
Encoded,encoded,MLP,Agglo,2,30,PhishingWebsites,KNeighborsClassifier,closest,0.0525397158879713
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,KNeighborsClassifier,closest,0.0036847293824846
Original,original,,Agglo,3,30,PhishingWebsites,KNeighborsClassifier,closest,0.0607172293420818
Decoded,decoded,GNN,Agglo,4,30,PhishingWebsites,KNeighborsClassifier,closest,0.0812256573524896
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,PhishingWebsites,KNeighborsClassifier,closest,0.0646928584126573
Encoded,encoded,GNN,Agglo,3,30,PhishingWebsites,KNeighborsClassifier,closest,0.0803852804757826
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,PhishingWebsites,KNeighborsClassifier,closest,0.0387543028912197
Original,original,,Agglo,1,30,PhishingWebsites,KNeighborsClassifier,closest,0.0607172293420818
Decoded,decoded,MLP,KIP,2,30,PhishingWebsites,KNeighborsClassifier,centroid,0.204298850946232
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,PhishingWebsites,KNeighborsClassifier,centroid,0.19548782261583467
Encoded,encoded,MLP,KIP,3,30,PhishingWebsites,KNeighborsClassifier,centroid,0.21875979766310585
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,PhishingWebsites,KNeighborsClassifier,centroid,0.061160043311731305
Original,original,,KIP,4,30,PhishingWebsites,KNeighborsClassifier,centroid,0.27274431533526183
Decoded,decoded,GNN,KIP,2,30,PhishingWebsites,KNeighborsClassifier,centroid,0.18220663574510718
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,PhishingWebsites,KNeighborsClassifier,centroid,0.1758747192009954
Encoded,encoded,GNN,KIP,3,30,PhishingWebsites,KNeighborsClassifier,centroid,0.20598606913715917
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,PhishingWebsites,KNeighborsClassifier,centroid,0.10560628343326273
Original,original,,KIP,4,30,PhishingWebsites,KNeighborsClassifier,centroid,0.27274431533526183
Decoded,decoded,MLP,KMeans,4,30,PhishingWebsites,KNeighborsClassifier,centroid,0.07062397983095489
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,PhishingWebsites,KNeighborsClassifier,centroid,0.06367470950433925
Encoded,encoded,MLP,KMeans,2,30,PhishingWebsites,KNeighborsClassifier,centroid,0.05061654572781482
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,KNeighborsClassifier,centroid,0.00021009421917675988
Original,original,,KMeans,1,30,PhishingWebsites,KNeighborsClassifier,centroid,0.03988557945601752
Decoded,decoded,GNN,KMeans,3,30,PhishingWebsites,KNeighborsClassifier,centroid,0.07589572862291312
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,PhishingWebsites,KNeighborsClassifier,centroid,0.0802947783505987
Encoded,encoded,GNN,KMeans,2,30,PhishingWebsites,KNeighborsClassifier,centroid,0.05761753155453553
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,KNeighborsClassifier,centroid,0.023220259547166076
Original,original,,KMeans,1,30,PhishingWebsites,KNeighborsClassifier,centroid,0.03988557945601752
Decoded,decoded,MLP,KMeans,2,30,PhishingWebsites,KNeighborsClassifier,closest,0.07058196098711957
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,PhishingWebsites,KNeighborsClassifier,closest,0.0648803271005381
Encoded,encoded,MLP,KMeans,3,30,PhishingWebsites,KNeighborsClassifier,closest,0.0708502351439145
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,KNeighborsClassifier,closest,0.006260807731467241
Original,original,,KMeans,4,30,PhishingWebsites,KNeighborsClassifier,closest,0.07817444284629176
Decoded,decoded,GNN,KMeans,4,30,PhishingWebsites,KNeighborsClassifier,closest,0.08049194369474923
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,PhishingWebsites,KNeighborsClassifier,closest,0.07561452559109201
Encoded,encoded,GNN,KMeans,3,30,PhishingWebsites,KNeighborsClassifier,closest,0.0792701650047675
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,KNeighborsClassifier,closest,0.029355010747127326
Original,original,,KMeans,2,30,PhishingWebsites,KNeighborsClassifier,closest,0.07817444284629176
Decoded,decoded,MLP,Agglo,4,30,PhishingWebsites,LogisticRegression,centroid,0.031338608638312
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,PhishingWebsites,LogisticRegression,centroid,0.0174909330695681
Encoded,encoded,MLP,Agglo,1,30,PhishingWebsites,LogisticRegression,centroid,0.0063963072865151
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,LogisticRegression,centroid,-0.0220079129574677
Original,original,,Agglo,2,30,PhishingWebsites,LogisticRegression,centroid,0.0090834157599737
Decoded,decoded,GNN,Agglo,2,30,PhishingWebsites,LogisticRegression,centroid,0.0435212660731949
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,PhishingWebsites,LogisticRegression,centroid,0.0769864820309924
Encoded,encoded,GNN,Agglo,3,30,PhishingWebsites,LogisticRegression,centroid,0.0566765578635015
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,PhishingWebsites,LogisticRegression,centroid,0.03252555225849
Original,original,,Agglo,0,30,PhishingWebsites,LogisticRegression,centroid,0.0090834157599737
Decoded,decoded,MLP,Agglo,3,30,PhishingWebsites,LogisticRegression,closest,0.0280085723705902
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,PhishingWebsites,LogisticRegression,closest,0.0124464226838114
Encoded,encoded,MLP,Agglo,4,30,PhishingWebsites,LogisticRegression,closest,0.0670787998681174
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,LogisticRegression,closest,-0.0129904385097262
Original,original,,Agglo,2,30,PhishingWebsites,LogisticRegression,closest,0.0224035608308606
Decoded,decoded,GNN,Agglo,2,30,PhishingWebsites,LogisticRegression,closest,0.0427629409825256
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,PhishingWebsites,LogisticRegression,closest,0.0367787668974613
Encoded,encoded,GNN,Agglo,4,30,PhishingWebsites,LogisticRegression,closest,0.0557204088361359
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,PhishingWebsites,LogisticRegression,closest,0.0484668644906034
Original,original,,Agglo,0,30,PhishingWebsites,LogisticRegression,closest,0.0224035608308606
Decoded,decoded,MLP,KIP,4,30,PhishingWebsites,LogisticRegression,centroid,0.07773161885921528
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,PhishingWebsites,LogisticRegression,centroid,0.06773821299043856
Encoded,encoded,MLP,KIP,2,30,PhishingWebsites,LogisticRegression,centroid,0.055605011539729646
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,PhishingWebsites,LogisticRegression,centroid,0.005608308605341341
Original,original,,KIP,1,30,PhishingWebsites,LogisticRegression,centroid,0.050896801846356754
Decoded,decoded,GNN,KIP,2,30,PhishingWebsites,LogisticRegression,centroid,0.07417078799868118
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,PhishingWebsites,LogisticRegression,centroid,0.08237718430596767
Encoded,encoded,GNN,KIP,4,30,PhishingWebsites,LogisticRegression,centroid,0.0851632047477745
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,PhishingWebsites,LogisticRegression,centroid,0.05033300362677218
Original,original,,KIP,1,30,PhishingWebsites,LogisticRegression,centroid,0.050896801846356754
Decoded,decoded,MLP,KMeans,4,30,PhishingWebsites,LogisticRegression,centroid,0.02181338608638312
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,PhishingWebsites,LogisticRegression,centroid,0.019139465875370982
Encoded,encoded,MLP,KMeans,1,30,PhishingWebsites,LogisticRegression,centroid,0.009864820309924239
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,LogisticRegression,centroid,-0.0205440158259148
Original,original,,KMeans,2,30,PhishingWebsites,LogisticRegression,centroid,0.0103297065611606
Decoded,decoded,GNN,KMeans,2,30,PhishingWebsites,LogisticRegression,centroid,0.03010220903395982
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,PhishingWebsites,LogisticRegression,centroid,0.037148038245961156
Encoded,encoded,GNN,KMeans,4,30,PhishingWebsites,LogisticRegression,centroid,0.05050774810418736
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,PhishingWebsites,LogisticRegression,centroid,0.018753709198813077
Original,original,,KMeans,0,30,PhishingWebsites,LogisticRegression,centroid,0.0103297065611606
Decoded,decoded,MLP,KMeans,3,30,PhishingWebsites,LogisticRegression,closest,0.02826244642268382
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,PhishingWebsites,LogisticRegression,closest,0.02217936036927136
Encoded,encoded,MLP,KMeans,2,30,PhishingWebsites,LogisticRegression,closest,0.02281899109792284
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,LogisticRegression,closest,-0.0060896801846355595
Original,original,,KMeans,4,30,PhishingWebsites,LogisticRegression,closest,0.03516979887899772
Decoded,decoded,GNN,KMeans,1,30,PhishingWebsites,LogisticRegression,closest,0.031071546323771883
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,LogisticRegression,closest,0.030009891196834844
Encoded,encoded,GNN,KMeans,4,30,PhishingWebsites,LogisticRegression,closest,0.06891526541378176
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,PhishingWebsites,LogisticRegression,closest,0.0322584899439499
Original,original,,KMeans,3,30,PhishingWebsites,LogisticRegression,closest,0.03516979887899772
Decoded,decoded,MLP,Agglo,4,30,PhishingWebsites,MLPClassifier,centroid,0.0703803390047742
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,PhishingWebsites,MLPClassifier,centroid,0.0683296484988304
Encoded,encoded,MLP,Agglo,2,30,PhishingWebsites,MLPClassifier,centroid,0.0484155211637668
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,MLPClassifier,centroid,0.0195456438847768
Original,original,,Agglo,1,30,PhishingWebsites,MLPClassifier,centroid,0.0483674581050338
Decoded,decoded,GNN,Agglo,3,30,PhishingWebsites,MLPClassifier,centroid,0.0810343170239355
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,PhishingWebsites,MLPClassifier,centroid,0.1018936845140825
Encoded,encoded,GNN,Agglo,2,30,PhishingWebsites,MLPClassifier,centroid,0.0578038386362909
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,PhishingWebsites,MLPClassifier,centroid,0.0433368579576405
Original,original,,Agglo,1,30,PhishingWebsites,MLPClassifier,centroid,0.0483674581050338
Decoded,decoded,MLP,Agglo,3,30,PhishingWebsites,MLPClassifier,closest,0.0699157294370214
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,PhishingWebsites,MLPClassifier,closest,0.0473741548912173
Encoded,encoded,MLP,Agglo,4,30,PhishingWebsites,MLPClassifier,closest,0.0728315550001602
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,MLPClassifier,closest,0.0285494568874364
Original,original,,Agglo,2,30,PhishingWebsites,MLPClassifier,closest,0.0564901150309206
Decoded,decoded,GNN,Agglo,4,30,PhishingWebsites,MLPClassifier,closest,0.0704924861418181
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,PhishingWebsites,MLPClassifier,closest,0.066262936973309
Encoded,encoded,GNN,Agglo,2,30,PhishingWebsites,MLPClassifier,closest,0.0651574866224487
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,PhishingWebsites,MLPClassifier,closest,0.0575635233426255
Original,original,,Agglo,0,30,PhishingWebsites,MLPClassifier,closest,0.0564901150309206
Decoded,decoded,MLP,KIP,4,30,PhishingWebsites,MLPClassifier,centroid,0.1263802108366177
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,PhishingWebsites,MLPClassifier,centroid,0.11908423852093955
Encoded,encoded,MLP,KIP,2,30,PhishingWebsites,MLPClassifier,centroid,0.08764779390560418
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,PhishingWebsites,MLPClassifier,centroid,0.026687814412509264
Original,original,,KIP,1,30,PhishingWebsites,MLPClassifier,centroid,0.05375692909096734
Decoded,decoded,GNN,KIP,3,30,PhishingWebsites,MLPClassifier,centroid,0.12198083886058513
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,PhishingWebsites,MLPClassifier,centroid,0.1260373610176552
Encoded,encoded,GNN,KIP,2,30,PhishingWebsites,MLPClassifier,centroid,0.09304687750328441
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,PhishingWebsites,MLPClassifier,centroid,0.05246563491300593
Original,original,,KIP,1,30,PhishingWebsites,MLPClassifier,centroid,0.05375692909096734
Decoded,decoded,MLP,KMeans,4,30,PhishingWebsites,MLPClassifier,centroid,0.06179627671505019
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,PhishingWebsites,MLPClassifier,centroid,0.05691306994777155
Encoded,encoded,MLP,KMeans,1,30,PhishingWebsites,MLPClassifier,centroid,0.04964593546733318
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,MLPClassifier,centroid,0.025460604312858515
Original,original,,KMeans,2,30,PhishingWebsites,MLPClassifier,centroid,0.05262904931269833
Decoded,decoded,GNN,KMeans,3,30,PhishingWebsites,MLPClassifier,centroid,0.06862763946297551
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,PhishingWebsites,MLPClassifier,centroid,0.07098913774872638
Encoded,encoded,GNN,KMeans,2,30,PhishingWebsites,MLPClassifier,centroid,0.0550578358806755
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,MLPClassifier,centroid,0.04061008042551832
Original,original,,KMeans,1,30,PhishingWebsites,MLPClassifier,centroid,0.05262904931269833
Decoded,decoded,MLP,KMeans,3,30,PhishingWebsites,MLPClassifier,closest,0.07115575635233433
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,PhishingWebsites,MLPClassifier,closest,0.06758627319042587
Encoded,encoded,MLP,KMeans,1,30,PhishingWebsites,MLPClassifier,closest,0.06028389246691666
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,MLPClassifier,closest,0.02929603639975652
Original,original,,KMeans,4,30,PhishingWebsites,MLPClassifier,closest,0.08062097471883119
Decoded,decoded,GNN,KMeans,3,30,PhishingWebsites,MLPClassifier,closest,0.07585311929251179
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,PhishingWebsites,MLPClassifier,closest,0.06387900926014936
Encoded,encoded,GNN,KMeans,2,30,PhishingWebsites,MLPClassifier,closest,0.07140248005383068
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,PhishingWebsites,MLPClassifier,closest,0.046297542375596835
Original,original,,KMeans,4,30,PhishingWebsites,MLPClassifier,closest,0.08062097471883119
Decoded,decoded,MLP,Agglo,2,30,PhishingWebsites,XGBClassifier,centroid,0.0739069426284402
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,PhishingWebsites,XGBClassifier,centroid,0.0674968906464266
Encoded,encoded,MLP,Agglo,3,30,PhishingWebsites,XGBClassifier,centroid,0.0852919603278375
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,XGBClassifier,centroid,0.0618203271996683
Original,original,,Agglo,4,30,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,GNN,Agglo,1,30,PhishingWebsites,XGBClassifier,centroid,0.0970277768919219
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,PhishingWebsites,XGBClassifier,centroid,0.0869183914277513
Encoded,encoded,GNN,Agglo,3,30,PhishingWebsites,XGBClassifier,centroid,0.1528207417801448
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,PhishingWebsites,XGBClassifier,centroid,0.1151895908409604
Original,original,,Agglo,4,30,PhishingWebsites,XGBClassifier,centroid,0.3515004624166852
Decoded,decoded,MLP,Agglo,3,30,PhishingWebsites,XGBClassifier,closest,0.0752304110724877
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Encoded,encoded,MLP,Agglo,4,30,PhishingWebsites,XGBClassifier,closest,0.0848135982396275
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,PhishingWebsites,XGBClassifier,closest,0.0551232579647287
Original,original,,Agglo,1,30,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded,decoded,GNN,Agglo,2,30,PhishingWebsites,XGBClassifier,closest,0.0944924578244092
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,PhishingWebsites,XGBClassifier,closest,0.0826131326338616
Encoded,encoded,GNN,Agglo,4,30,PhishingWebsites,XGBClassifier,closest,0.1349299996810918
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,PhishingWebsites,XGBClassifier,closest,0.107535797429601
Original,original,,Agglo,0,30,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Decoded,decoded,MLP,KIP,2,30,PhishingWebsites,XGBClassifier,centroid,0.11678413113499371
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,PhishingWebsites,XGBClassifier,centroid,0.10932487163950626
Encoded,encoded,MLP,KIP,4,30,PhishingWebsites,XGBClassifier,centroid,0.16195107950377902
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,PhishingWebsites,XGBClassifier,centroid,0.05296743948719575
Original,original,,KIP,3,30,PhishingWebsites,XGBClassifier,centroid,0.1332110852441241
Decoded,decoded,GNN,KIP,2,30,PhishingWebsites,XGBClassifier,centroid,0.1129827470740185
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,PhishingWebsites,XGBClassifier,centroid,0.10845106355837604
Encoded,encoded,GNN,KIP,4,30,PhishingWebsites,XGBClassifier,centroid,0.16344356921899408
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,PhishingWebsites,XGBClassifier,centroid,0.09895398156711413
Original,original,,KIP,3,30,PhishingWebsites,XGBClassifier,centroid,0.1332110852441241
Decoded,decoded,MLP,KMeans,0,30,PhishingWebsites,XGBClassifier,centroid,0.06702490671939276
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,PhishingWebsites,XGBClassifier,centroid,0.07390694262844016
Encoded,encoded,MLP,KMeans,3,30,PhishingWebsites,XGBClassifier,centroid,0.09737219759543317
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,PhishingWebsites,XGBClassifier,centroid,0.08390152119144043
Original,original,,KMeans,4,30,PhishingWebsites,XGBClassifier,centroid,0.2754472685524762
Decoded,decoded,GNN,KMeans,0,30,PhishingWebsites,XGBClassifier,centroid,0.0724941799279267
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,PhishingWebsites,XGBClassifier,centroid,0.08142679465510083
Encoded,encoded,GNN,KMeans,3,30,PhishingWebsites,XGBClassifier,centroid,0.1464936058934209
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,PhishingWebsites,XGBClassifier,centroid,0.11039959179768469
Original,original,,KMeans,4,30,PhishingWebsites,XGBClassifier,centroid,0.2754472685524762
Decoded,decoded,MLP,KMeans,2,30,PhishingWebsites,XGBClassifier,closest,0.07062218962273173
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,PhishingWebsites,XGBClassifier,closest,0.06642217048824814
Encoded,encoded,MLP,KMeans,4,30,PhishingWebsites,XGBClassifier,closest,0.09307650604330771
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,PhishingWebsites,XGBClassifier,closest,0.050668112383199834
Original,original,,KMeans,3,30,PhishingWebsites,XGBClassifier,closest,0.08430015626494873
Decoded,decoded,GNN,KMeans,0,30,PhishingWebsites,XGBClassifier,closest,0.065838568740632
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,PhishingWebsites,XGBClassifier,closest,0.08169467742449846
Encoded,encoded,GNN,KMeans,4,30,PhishingWebsites,XGBClassifier,closest,0.13355869502822332
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,PhishingWebsites,XGBClassifier,closest,0.10024237012469298
Original,original,,KMeans,2,30,PhishingWebsites,XGBClassifier,closest,0.08430015626494873
Decoded,decoded,MLP,Agglo,4,30,Pol,GaussianNB,centroid,0.1630240379748258
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Pol,GaussianNB,centroid,0.0156578666156735
Encoded,encoded,MLP,Agglo,2,30,Pol,GaussianNB,centroid,-0.0968268073474989
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,GaussianNB,centroid,-0.2380625639756583
Original,original,,Agglo,1,30,Pol,GaussianNB,centroid,-0.2060044318961541
Decoded,decoded,GNN,Agglo,4,30,Pol,GaussianNB,centroid,0.0590881992328543
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,GaussianNB,centroid,0.040213270941834
Encoded,encoded,GNN,Agglo,2,30,Pol,GaussianNB,centroid,0.001248579880991
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Pol,GaussianNB,centroid,-0.1023498048390907
Original,original,,Agglo,0,30,Pol,GaussianNB,centroid,-0.2060044318961541
Decoded,decoded,MLP,Agglo,4,30,Pol,GaussianNB,closest,0.0478734772387261
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Pol,GaussianNB,closest,-0.0168727010944759
Encoded,encoded,MLP,Agglo,1,30,Pol,GaussianNB,closest,-0.0547237938830835
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,GaussianNB,closest,-0.2223147096208141
Original,original,,Agglo,3,30,Pol,GaussianNB,closest,-0.0164565078008121
Decoded,decoded,GNN,Agglo,1,30,Pol,GaussianNB,closest,-0.0512705143924141
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Pol,GaussianNB,closest,0.0541276251110783
Encoded,encoded,GNN,Agglo,3,30,Pol,GaussianNB,closest,0.0227781464775422
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Pol,GaussianNB,closest,-0.091337555258096
Original,original,,Agglo,2,30,Pol,GaussianNB,closest,-0.0164565078008121
Decoded,decoded,MLP,KIP,2,30,Pol,GaussianNB,centroid,-0.0072012688271223795
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Pol,GaussianNB,centroid,-0.01005388015882848
Encoded,encoded,MLP,KIP,3,30,Pol,GaussianNB,centroid,0.0021529566596549797
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Pol,GaussianNB,centroid,-0.18784490613153967
Original,original,,KIP,4,30,Pol,GaussianNB,centroid,0.1388105870575133
Decoded,decoded,GNN,KIP,1,30,Pol,GaussianNB,centroid,0.03033486687438826
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Pol,GaussianNB,centroid,0.03491299310468936
Encoded,encoded,GNN,KIP,3,30,Pol,GaussianNB,centroid,0.03892644627169536
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Pol,GaussianNB,centroid,-0.03422458690003492
Original,original,,KIP,4,30,Pol,GaussianNB,centroid,0.1388105870575133
Decoded,decoded,MLP,KMeans,4,30,Pol,GaussianNB,centroid,0.048829596967413125
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Pol,GaussianNB,centroid,0.045749766594301335
Encoded,encoded,MLP,KMeans,2,30,Pol,GaussianNB,centroid,-0.0904084318511603
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,GaussianNB,centroid,-0.23313348556259217
Original,original,,KMeans,1,30,Pol,GaussianNB,centroid,-0.2323145971361403
Decoded,decoded,GNN,KMeans,2,30,Pol,GaussianNB,centroid,-0.012359815975073444
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Pol,GaussianNB,centroid,-0.012240582220672501
Encoded,encoded,GNN,KMeans,4,30,Pol,GaussianNB,centroid,-0.00241392110324978
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Pol,GaussianNB,centroid,-0.0964713557777753
Original,original,,KMeans,0,30,Pol,GaussianNB,centroid,-0.2323145971361403
Decoded,decoded,MLP,KMeans,4,30,Pol,GaussianNB,closest,-0.02380400670408662
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Pol,GaussianNB,closest,-0.07085634582288172
Encoded,encoded,MLP,KMeans,3,30,Pol,GaussianNB,closest,-0.06628496867301832
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,GaussianNB,closest,-0.22422469938470888
Original,original,,KMeans,1,30,Pol,GaussianNB,closest,-0.0954499949381897
Decoded,decoded,GNN,KMeans,2,30,Pol,GaussianNB,closest,-0.04515359782229676
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Pol,GaussianNB,closest,0.027943442705931243
Encoded,encoded,GNN,KMeans,3,30,Pol,GaussianNB,closest,-0.00226319164013912
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Pol,GaussianNB,closest,-0.08396530972654981
Original,original,,KMeans,0,30,Pol,GaussianNB,closest,-0.0954499949381897
Decoded,decoded,MLP,Agglo,4,30,Pol,KNeighborsClassifier,centroid,0.3067736408842088
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Pol,KNeighborsClassifier,centroid,0.2827880155446911
Encoded,encoded,MLP,Agglo,2,30,Pol,KNeighborsClassifier,centroid,0.1552296184864819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,KNeighborsClassifier,centroid,0.0469767247503238
Original,original,,Agglo,1,30,Pol,KNeighborsClassifier,centroid,0.1253687685428942
Decoded,decoded,GNN,Agglo,4,30,Pol,KNeighborsClassifier,centroid,0.3076595211232293
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,KNeighborsClassifier,centroid,0.2905520036772387
Encoded,encoded,GNN,Agglo,2,30,Pol,KNeighborsClassifier,centroid,0.2078809911829844
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Pol,KNeighborsClassifier,centroid,0.1579206886465254
Original,original,,Agglo,0,30,Pol,KNeighborsClassifier,centroid,0.1253687685428942
Decoded,decoded,MLP,Agglo,4,30,Pol,KNeighborsClassifier,closest,0.3371944339977435
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Pol,KNeighborsClassifier,closest,0.3176549245748192
Encoded,encoded,MLP,Agglo,1,30,Pol,KNeighborsClassifier,closest,0.1902720320922653
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,KNeighborsClassifier,closest,0.0564957586394217
Original,original,,Agglo,2,30,Pol,KNeighborsClassifier,closest,0.3019848731770507
Decoded,decoded,GNN,Agglo,2,30,Pol,KNeighborsClassifier,closest,0.2825289373615812
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,KNeighborsClassifier,closest,0.2981989887593498
Encoded,encoded,GNN,Agglo,1,30,Pol,KNeighborsClassifier,closest,0.2161129915172788
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Pol,KNeighborsClassifier,closest,0.1640466340729598
Original,original,,Agglo,4,30,Pol,KNeighborsClassifier,closest,0.3019848731770507
Decoded,decoded,MLP,KIP,2,30,Pol,KNeighborsClassifier,centroid,0.32258409594250137
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Pol,KNeighborsClassifier,centroid,0.38204504617441815
Encoded,encoded,MLP,KIP,1,30,Pol,KNeighborsClassifier,centroid,0.2648915632443275
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Pol,KNeighborsClassifier,centroid,0.19033387656178177
Original,original,,KIP,4,30,Pol,KNeighborsClassifier,centroid,0.39563912916301036
Decoded,decoded,GNN,KIP,3,30,Pol,KNeighborsClassifier,centroid,0.37786803727382895
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Pol,KNeighborsClassifier,centroid,0.3755497054030338
Encoded,encoded,GNN,KIP,1,30,Pol,KNeighborsClassifier,centroid,0.329030964021562
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Pol,KNeighborsClassifier,centroid,0.2324315741088964
Original,original,,KIP,4,30,Pol,KNeighborsClassifier,centroid,0.39563912916301036
Decoded,decoded,MLP,KMeans,3,30,Pol,KNeighborsClassifier,centroid,0.2594993940913459
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Pol,KNeighborsClassifier,centroid,0.2821662279052276
Encoded,encoded,MLP,KMeans,2,30,Pol,KNeighborsClassifier,centroid,0.14942125276837576
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,KNeighborsClassifier,centroid,0.045850152521833644
Original,original,,KMeans,1,30,Pol,KNeighborsClassifier,centroid,0.1118716309389495
Decoded,decoded,GNN,KMeans,3,30,Pol,KNeighborsClassifier,centroid,0.25336676277631526
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Pol,KNeighborsClassifier,centroid,0.27317705068739295
Encoded,encoded,GNN,KMeans,2,30,Pol,KNeighborsClassifier,centroid,0.21013747858426313
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Pol,KNeighborsClassifier,centroid,0.14929756382934267
Original,original,,KMeans,0,30,Pol,KNeighborsClassifier,centroid,0.1118716309389495
Decoded,decoded,MLP,KMeans,3,30,Pol,KNeighborsClassifier,closest,0.3024094271029209
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Pol,KNeighborsClassifier,closest,0.318438845012745
Encoded,encoded,MLP,KMeans,1,30,Pol,KNeighborsClassifier,closest,0.17400526513726966
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,KNeighborsClassifier,closest,0.05706071622581592
Original,original,,KMeans,2,30,Pol,KNeighborsClassifier,closest,0.28396640340980317
Decoded,decoded,GNN,KMeans,2,30,Pol,KNeighborsClassifier,closest,0.2663457440140404
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Pol,KNeighborsClassifier,closest,0.2976624461994902
Encoded,encoded,GNN,KMeans,1,30,Pol,KNeighborsClassifier,closest,0.2214316158957002
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Pol,KNeighborsClassifier,closest,0.17129748025573524
Original,original,,KMeans,3,30,Pol,KNeighborsClassifier,closest,0.28396640340980317
Decoded,decoded,MLP,Agglo,3,30,Pol,LogisticRegression,centroid,0.1105107963346583
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,Pol,LogisticRegression,centroid,0.0993598716010675
Encoded,encoded,MLP,Agglo,4,30,Pol,LogisticRegression,centroid,0.1490864639904446
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,LogisticRegression,centroid,-0.0081275777765336
Original,original,,Agglo,1,30,Pol,LogisticRegression,centroid,0.0012970531698486
Decoded,decoded,GNN,Agglo,1,30,Pol,LogisticRegression,centroid,0.1242558274079464
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,LogisticRegression,centroid,0.1656682156654162
Encoded,encoded,GNN,Agglo,4,30,Pol,LogisticRegression,centroid,0.1766605079969392
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Pol,LogisticRegression,centroid,0.135453408730381
Original,original,,Agglo,0,30,Pol,LogisticRegression,centroid,0.0012970531698486
Decoded,decoded,MLP,Agglo,2,30,Pol,LogisticRegression,closest,0.0754996920665136
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Pol,LogisticRegression,closest,0.0901032043745217
Encoded,encoded,MLP,Agglo,4,30,Pol,LogisticRegression,closest,0.1381501595655338
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,LogisticRegression,closest,-0.0030140156392886
Original,original,,Agglo,1,30,Pol,LogisticRegression,closest,0.0742866207565833
Decoded,decoded,GNN,Agglo,0,30,Pol,LogisticRegression,closest,0.0548308232088535
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,LogisticRegression,closest,0.1270832166918611
Encoded,encoded,GNN,Agglo,4,30,Pol,LogisticRegression,closest,0.1961536308157437
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Pol,LogisticRegression,closest,0.1259914525129238
Original,original,,Agglo,1,30,Pol,LogisticRegression,closest,0.0742866207565833
Decoded,decoded,MLP,KIP,2,30,Pol,LogisticRegression,centroid,0.15255211540973812
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Pol,LogisticRegression,centroid,0.12635724016945668
Encoded,encoded,MLP,KIP,3,30,Pol,LogisticRegression,centroid,0.22567418770878822
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Pol,LogisticRegression,centroid,0.06335964764944098
Original,original,,KIP,4,30,Pol,LogisticRegression,centroid,0.26511953418061696
Decoded,decoded,GNN,KIP,1,30,Pol,LogisticRegression,centroid,0.17573670753783843
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Pol,LogisticRegression,centroid,0.1955732228505309
Encoded,encoded,GNN,KIP,3,30,Pol,LogisticRegression,centroid,0.21586324020678194
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Pol,LogisticRegression,centroid,0.12475038724968734
Original,original,,KIP,4,30,Pol,LogisticRegression,centroid,0.26511953418061696
Decoded,decoded,MLP,KMeans,4,30,Pol,LogisticRegression,centroid,0.12185207995073058
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Pol,LogisticRegression,centroid,0.10080062706455403
Encoded,encoded,MLP,KMeans,3,30,Pol,LogisticRegression,centroid,0.10940223578373738
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,Pol,LogisticRegression,centroid,-0.01031110613440826
Original,original,,KMeans,0,30,Pol,LogisticRegression,centroid,-0.014431816061064081
Decoded,decoded,GNN,KMeans,1,30,Pol,LogisticRegression,centroid,0.10327529253681196
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Pol,LogisticRegression,centroid,0.1487020136983745
Encoded,encoded,GNN,KMeans,4,30,Pol,LogisticRegression,centroid,0.17069219715208173
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,Pol,LogisticRegression,centroid,0.12833174700931257
Original,original,,KMeans,0,30,Pol,LogisticRegression,centroid,-0.014431816061064081
Decoded,decoded,MLP,KMeans,3,30,Pol,LogisticRegression,closest,0.058022133885747264
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Pol,LogisticRegression,closest,0.04864975831886973
Encoded,encoded,MLP,KMeans,4,30,Pol,LogisticRegression,closest,0.1798966089991228
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,LogisticRegression,closest,-0.00895806505794742
Original,original,,KMeans,1,30,Pol,LogisticRegression,closest,0.04320213500550542
Decoded,decoded,GNN,KMeans,1,30,Pol,LogisticRegression,closest,0.06172106824925812
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,Pol,LogisticRegression,closest,0.11848160797267786
Encoded,encoded,GNN,KMeans,4,30,Pol,LogisticRegression,closest,0.16411735065225908
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,Pol,LogisticRegression,closest,0.11612265084075171
Original,original,,KMeans,0,30,Pol,LogisticRegression,closest,0.04320213500550542
Decoded,decoded,MLP,Agglo,4,30,Pol,MLPClassifier,centroid,0.2682753266916807
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Pol,MLPClassifier,centroid,0.2492560486479493
Encoded,encoded,MLP,Agglo,2,30,Pol,MLPClassifier,centroid,0.1875889507051365
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,MLPClassifier,centroid,0.0873900245827403
Original,original,,Agglo,1,30,Pol,MLPClassifier,centroid,0.1163717816017596
Decoded,decoded,GNN,Agglo,4,30,Pol,MLPClassifier,centroid,0.2958419588562557
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,MLPClassifier,centroid,0.2933351662569544
Encoded,encoded,GNN,Agglo,2,30,Pol,MLPClassifier,centroid,0.2333096131452969
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Pol,MLPClassifier,centroid,0.1806507957044896
Original,original,,Agglo,0,30,Pol,MLPClassifier,centroid,0.1163717816017596
Decoded,decoded,MLP,Agglo,3,30,Pol,MLPClassifier,closest,0.2401749902962866
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,Pol,MLPClassifier,closest,0.2508733341958857
Encoded,encoded,MLP,Agglo,1,30,Pol,MLPClassifier,closest,0.1778771509897788
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,MLPClassifier,closest,0.0911259541984732
Original,original,,Agglo,2,30,Pol,MLPClassifier,closest,0.2331883167292018
Decoded,decoded,GNN,Agglo,1,30,Pol,MLPClassifier,closest,0.2033655712252556
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,Pol,MLPClassifier,closest,0.3024809160305343
Encoded,encoded,GNN,Agglo,3,30,Pol,MLPClassifier,closest,0.251552594126019
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,Pol,MLPClassifier,closest,0.1718527623237159
Original,original,,Agglo,2,30,Pol,MLPClassifier,closest,0.2331883167292018
Decoded,decoded,MLP,KIP,4,30,Pol,MLPClassifier,centroid,0.2999822098589727
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,Pol,MLPClassifier,centroid,0.2738355544054859
Encoded,encoded,MLP,KIP,2,30,Pol,MLPClassifier,centroid,0.2435017466683918
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Pol,MLPClassifier,centroid,0.11482080476128864
Original,original,,KIP,1,30,Pol,MLPClassifier,centroid,0.18143032733859496
Decoded,decoded,GNN,KIP,4,30,Pol,MLPClassifier,centroid,0.3298130417906585
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,Pol,MLPClassifier,centroid,0.31430974252814076
Encoded,encoded,GNN,KIP,2,30,Pol,MLPClassifier,centroid,0.28287456333290206
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,Pol,MLPClassifier,centroid,0.21069996118514686
Original,original,,KIP,0,30,Pol,MLPClassifier,centroid,0.18143032733859496
Decoded,decoded,MLP,KMeans,3,30,Pol,MLPClassifier,centroid,0.2809645491007893
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,Pol,MLPClassifier,centroid,0.2811311295122267
Encoded,encoded,MLP,KMeans,2,30,Pol,MLPClassifier,centroid,0.1698198343899599
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,MLPClassifier,centroid,0.09413410531763486
Original,original,,KMeans,1,30,Pol,MLPClassifier,centroid,0.09761126924569807
Decoded,decoded,GNN,KMeans,3,30,Pol,MLPClassifier,centroid,0.24793149178418944
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Pol,MLPClassifier,centroid,0.2732711217492561
Encoded,encoded,GNN,KMeans,2,30,Pol,MLPClassifier,centroid,0.22983083193168588
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,Pol,MLPClassifier,centroid,0.174568184758701
Original,original,,KMeans,0,30,Pol,MLPClassifier,centroid,0.09761126924569807
Decoded,decoded,MLP,KMeans,4,30,Pol,MLPClassifier,closest,0.22817149695950317
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,Pol,MLPClassifier,closest,0.22194009574330442
Encoded,encoded,MLP,KMeans,2,30,Pol,MLPClassifier,closest,0.20745406909043865
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,MLPClassifier,closest,0.09326724026394098
Original,original,,KMeans,1,30,Pol,MLPClassifier,closest,0.19821289946953033
Decoded,decoded,GNN,KMeans,2,30,Pol,MLPClassifier,closest,0.21916159917194977
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,Pol,MLPClassifier,closest,0.2718187993272093
Encoded,encoded,GNN,KMeans,3,30,Pol,MLPClassifier,closest,0.23225514296804245
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Pol,MLPClassifier,closest,0.1786437443395006
Original,original,,KMeans,1,30,Pol,MLPClassifier,closest,0.19821289946953033
Decoded,decoded,MLP,Agglo,2,30,Pol,XGBClassifier,centroid,0.2019653478148435
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,Pol,XGBClassifier,centroid,0.1544398112231704
Encoded,encoded,MLP,Agglo,3,30,Pol,XGBClassifier,centroid,0.2354053529868115
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,XGBClassifier,centroid,0.1290810059477631
Original,original,,Agglo,4,30,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,GNN,Agglo,2,30,Pol,XGBClassifier,centroid,0.2100142229118179
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,Pol,XGBClassifier,centroid,0.2003329454357383
Encoded,encoded,GNN,Agglo,3,30,Pol,XGBClassifier,centroid,0.2888140031031807
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,Pol,XGBClassifier,centroid,0.2010117662270494
Original,original,,Agglo,4,30,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,MLP,Agglo,2,30,Pol,XGBClassifier,closest,0.1615593483320403
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,Pol,XGBClassifier,closest,0.1894233255753814
Encoded,encoded,MLP,Agglo,4,30,Pol,XGBClassifier,closest,0.2631885182311869
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,Pol,XGBClassifier,closest,0.1304144039306956
Original,original,,Agglo,1,30,Pol,XGBClassifier,closest,0.1490658132919575
Decoded,decoded,GNN,Agglo,0,30,Pol,XGBClassifier,closest,0.1320872123092837
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,Pol,XGBClassifier,closest,0.2721586501163692
Encoded,encoded,GNN,Agglo,4,30,Pol,XGBClassifier,closest,0.2914807990690457
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,Pol,XGBClassifier,closest,0.2205925135764158
Original,original,,Agglo,1,30,Pol,XGBClassifier,closest,0.1490658132919575
Decoded,decoded,MLP,KIP,2,30,Pol,XGBClassifier,centroid,0.25806988621670535
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,Pol,XGBClassifier,centroid,0.24453387638996632
Encoded,encoded,MLP,KIP,3,30,Pol,XGBClassifier,centroid,0.3183297776053788
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,Pol,XGBClassifier,centroid,0.18144879751745532
Original,original,,KIP,4,30,Pol,XGBClassifier,centroid,0.46680081458494954
Decoded,decoded,GNN,KIP,1,30,Pol,XGBClassifier,centroid,0.30054467287302816
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,Pol,XGBClassifier,centroid,0.3179047064908197
Encoded,encoded,GNN,KIP,3,30,Pol,XGBClassifier,centroid,0.3475691750711145
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,Pol,XGBClassifier,centroid,0.2390661365399534
Original,original,,KIP,4,30,Pol,XGBClassifier,centroid,0.46680081458494954
Decoded,decoded,MLP,KMeans,2,30,Pol,XGBClassifier,centroid,0.17083333333333323
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,Pol,XGBClassifier,centroid,0.16347136022756653
Encoded,encoded,MLP,KMeans,3,30,Pol,XGBClassifier,centroid,0.22930727954486674
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,XGBClassifier,centroid,0.14167636410654244
Original,original,,KMeans,4,30,Pol,XGBClassifier,centroid,0.48029480217222653
Decoded,decoded,GNN,KMeans,2,30,Pol,XGBClassifier,centroid,0.2011297517455391
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,Pol,XGBClassifier,centroid,0.2009341867080423
Encoded,encoded,GNN,KMeans,3,30,Pol,XGBClassifier,centroid,0.26889546159813804
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,Pol,XGBClassifier,centroid,0.19985130592190317
Original,original,,KMeans,4,30,Pol,XGBClassifier,centroid,0.48029480217222653
Decoded,decoded,MLP,KMeans,1,30,Pol,XGBClassifier,closest,0.1504056762348073
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,Pol,XGBClassifier,closest,0.1572892423066976
Encoded,encoded,MLP,KMeans,4,30,Pol,XGBClassifier,closest,0.25302883372123086
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,Pol,XGBClassifier,closest,0.143615852081717
Original,original,,KMeans,3,30,Pol,XGBClassifier,closest,0.17011249030256004
Decoded,decoded,GNN,KMeans,1,30,Pol,XGBClassifier,closest,0.17724980605120239
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,Pol,XGBClassifier,closest,0.18295513317817425
Encoded,encoded,GNN,KMeans,4,30,Pol,XGBClassifier,closest,0.27062645461598134
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,Pol,XGBClassifier,closest,0.20417798034652174
Original,original,,KMeans,0,30,Pol,XGBClassifier,closest,0.17011249030256004
Decoded,decoded,MLP,Agglo,1,30,RoadSafety,GaussianNB,centroid,-0.0860405674604975
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,GaussianNB,centroid,0.0854033841547838
Encoded,encoded,MLP,Agglo,2,30,RoadSafety,GaussianNB,centroid,-0.0652020432558772
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,GaussianNB,centroid,-0.1478678469574788
Original,original,,Agglo,3,30,RoadSafety,GaussianNB,centroid,0.0567080367617196
Decoded,decoded,GNN,Agglo,3,30,RoadSafety,GaussianNB,centroid,0.0518816278148929
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,RoadSafety,GaussianNB,centroid,-0.0161679160136266
Encoded,encoded,GNN,Agglo,1,30,RoadSafety,GaussianNB,centroid,-0.092636085035742
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,GaussianNB,centroid,-0.142381571069989
Original,original,,Agglo,4,30,RoadSafety,GaussianNB,centroid,0.0567080367617196
Decoded,decoded,MLP,Agglo,3,30,RoadSafety,GaussianNB,closest,0.0533720381410755
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,GaussianNB,closest,0.0888847251816738
Encoded,encoded,MLP,Agglo,2,30,RoadSafety,GaussianNB,closest,-0.0598992660363688
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,GaussianNB,closest,-0.1679875745255903
Original,original,,Agglo,1,30,RoadSafety,GaussianNB,closest,-0.1330586090447578
Decoded,decoded,GNN,Agglo,4,30,RoadSafety,GaussianNB,closest,0.1611683843709945
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,RoadSafety,GaussianNB,closest,0.1459319061633895
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,GaussianNB,closest,-0.0581069365290165
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,RoadSafety,GaussianNB,closest,-0.1314772612199406
Original,original,,Agglo,0,30,RoadSafety,GaussianNB,closest,-0.1330586090447578
Decoded,decoded,MLP,KIP,3,30,RoadSafety,GaussianNB,centroid,0.15907374647905215
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,RoadSafety,GaussianNB,centroid,0.11207258390694472
Encoded,encoded,MLP,KIP,1,30,RoadSafety,GaussianNB,centroid,0.04120787920596678
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,RoadSafety,GaussianNB,centroid,-0.12775091067034117
Original,original,,KIP,4,30,RoadSafety,GaussianNB,centroid,0.1668892257581127
Decoded,decoded,GNN,KIP,3,30,RoadSafety,GaussianNB,centroid,0.16317970407789434
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,RoadSafety,GaussianNB,centroid,0.11849724595600333
Encoded,encoded,GNN,KIP,1,30,RoadSafety,GaussianNB,centroid,0.027655465097729544
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,RoadSafety,GaussianNB,centroid,-0.07953904609297899
Original,original,,KIP,4,30,RoadSafety,GaussianNB,centroid,0.1668892257581127
Decoded,decoded,MLP,KMeans,2,30,RoadSafety,GaussianNB,centroid,0.00481910959187536
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,GaussianNB,centroid,0.11733812414887117
Encoded,encoded,MLP,KMeans,1,30,RoadSafety,GaussianNB,centroid,-0.0979971162175501
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,GaussianNB,centroid,-0.18695913528837452
Original,original,,KMeans,3,30,RoadSafety,GaussianNB,centroid,0.032567391348313546
Decoded,decoded,GNN,KMeans,3,30,RoadSafety,GaussianNB,centroid,0.0445649425663496
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,RoadSafety,GaussianNB,centroid,0.1326546421593311
Encoded,encoded,GNN,KMeans,1,30,RoadSafety,GaussianNB,centroid,-0.060611071337811184
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,GaussianNB,centroid,-0.13549383335832904
Original,original,,KMeans,2,30,RoadSafety,GaussianNB,centroid,0.032567391348313546
Decoded,decoded,MLP,KMeans,3,30,RoadSafety,GaussianNB,closest,0.02558119710997116
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,GaussianNB,closest,0.10816536837876933
Encoded,encoded,MLP,KMeans,1,30,RoadSafety,GaussianNB,closest,-0.09545586143097476
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,GaussianNB,closest,-0.19078787260287997
Original,original,,KMeans,2,30,RoadSafety,GaussianNB,closest,-0.05206762168271832
Decoded,decoded,GNN,KMeans,3,30,RoadSafety,GaussianNB,closest,0.10040261303058304
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,RoadSafety,GaussianNB,closest,0.14273636461034908
Encoded,encoded,GNN,KMeans,2,30,RoadSafety,GaussianNB,closest,-0.0309908452908522
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,GaussianNB,closest,-0.12411142650384069
Original,original,,KMeans,1,30,RoadSafety,GaussianNB,closest,-0.05206762168271832
Decoded,decoded,MLP,Agglo,3,30,RoadSafety,KNeighborsClassifier,centroid,0.1135868762038724
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,KNeighborsClassifier,centroid,0.1479674785311984
Encoded,encoded,MLP,Agglo,2,30,RoadSafety,KNeighborsClassifier,centroid,0.1110170102579979
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,KNeighborsClassifier,centroid,-0.0076413962917834
Original,original,,Agglo,1,30,RoadSafety,KNeighborsClassifier,centroid,0.0893460062140572
Decoded,decoded,GNN,Agglo,3,30,RoadSafety,KNeighborsClassifier,centroid,0.1566945423934319
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,KNeighborsClassifier,centroid,0.179944612816357
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,KNeighborsClassifier,centroid,0.1293727158611367
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,KNeighborsClassifier,centroid,-0.0202595638898956
Original,original,,Agglo,1,30,RoadSafety,KNeighborsClassifier,centroid,0.0893460062140572
Decoded,decoded,MLP,Agglo,2,30,RoadSafety,KNeighborsClassifier,closest,0.1268709821203877
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,KNeighborsClassifier,closest,0.1879930787268421
Encoded,encoded,MLP,Agglo,3,30,RoadSafety,KNeighborsClassifier,closest,0.1370046520982683
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,KNeighborsClassifier,closest,0.0338727806501288
Original,original,,Agglo,1,30,RoadSafety,KNeighborsClassifier,closest,0.0856961586363398
Decoded,decoded,GNN,Agglo,3,30,RoadSafety,KNeighborsClassifier,closest,0.166994025831853
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,KNeighborsClassifier,closest,0.1796856846817573
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,KNeighborsClassifier,closest,0.1542866959804206
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,KNeighborsClassifier,closest,-0.004816723030927
Original,original,,Agglo,1,30,RoadSafety,KNeighborsClassifier,closest,0.0856961586363398
Decoded,decoded,MLP,KIP,3,30,RoadSafety,KNeighborsClassifier,centroid,0.2511037224066921
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,RoadSafety,KNeighborsClassifier,centroid,0.226580956656397
Encoded,encoded,MLP,KIP,2,30,RoadSafety,KNeighborsClassifier,centroid,0.2356542941798246
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,RoadSafety,KNeighborsClassifier,centroid,0.06971020167637912
Original,original,,KIP,4,30,RoadSafety,KNeighborsClassifier,centroid,0.26143190893868273
Decoded,decoded,GNN,KIP,3,30,RoadSafety,KNeighborsClassifier,centroid,0.2546958785097583
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,RoadSafety,KNeighborsClassifier,centroid,0.2463635218073724
Encoded,encoded,GNN,KIP,1,30,RoadSafety,KNeighborsClassifier,centroid,0.20477003889944748
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,RoadSafety,KNeighborsClassifier,centroid,0.04526942042484826
Original,original,,KIP,4,30,RoadSafety,KNeighborsClassifier,centroid,0.26143190893868273
Decoded,decoded,MLP,KMeans,3,30,RoadSafety,KNeighborsClassifier,centroid,0.11668340667087977
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,KNeighborsClassifier,centroid,0.17421355717757567
Encoded,encoded,MLP,KMeans,2,30,RoadSafety,KNeighborsClassifier,centroid,0.11072216165200721
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,KNeighborsClassifier,centroid,0.007138792998660039
Original,original,,KMeans,1,30,RoadSafety,KNeighborsClassifier,centroid,0.10957835882633146
Decoded,decoded,GNN,KMeans,3,30,RoadSafety,KNeighborsClassifier,centroid,0.18393258751186997
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,RoadSafety,KNeighborsClassifier,centroid,0.18536842172935514
Encoded,encoded,GNN,KMeans,2,30,RoadSafety,KNeighborsClassifier,centroid,0.1538157080908855
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,KNeighborsClassifier,centroid,-0.01571066639784926
Original,original,,KMeans,1,30,RoadSafety,KNeighborsClassifier,centroid,0.10957835882633146
Decoded,decoded,MLP,KMeans,3,30,RoadSafety,KNeighborsClassifier,closest,0.11611718822490444
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,KNeighborsClassifier,closest,0.17766464256827852
Encoded,encoded,MLP,KMeans,2,30,RoadSafety,KNeighborsClassifier,closest,0.10846444382986549
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,KNeighborsClassifier,closest,0.02305004821606588
Original,original,,KMeans,1,30,RoadSafety,KNeighborsClassifier,closest,0.10095848184091985
Decoded,decoded,GNN,KMeans,2,30,RoadSafety,KNeighborsClassifier,closest,0.16403039972217737
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,RoadSafety,KNeighborsClassifier,closest,0.18412590149987024
Encoded,encoded,GNN,KMeans,3,30,RoadSafety,KNeighborsClassifier,closest,0.18376199746666652
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,KNeighborsClassifier,closest,-0.00800421662867408
Original,original,,KMeans,1,30,RoadSafety,KNeighborsClassifier,closest,0.10095848184091985
Decoded,decoded,MLP,Agglo,2,30,RoadSafety,LogisticRegression,centroid,0.0131536915582383
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,LogisticRegression,centroid,0.0575559670856966
Encoded,encoded,MLP,Agglo,3,30,RoadSafety,LogisticRegression,centroid,0.0199030343418635
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,LogisticRegression,centroid,0.0022455686476596
Original,original,,Agglo,1,30,RoadSafety,LogisticRegression,centroid,0.0072696006870889
Decoded,decoded,GNN,Agglo,3,30,RoadSafety,LogisticRegression,centroid,0.07010805624092
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,LogisticRegression,centroid,0.0765128799294789
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,LogisticRegression,centroid,0.0213755876247046
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,LogisticRegression,centroid,-0.0161886704260648
Original,original,,Agglo,1,30,RoadSafety,LogisticRegression,centroid,0.0072696006870889
Decoded,decoded,MLP,Agglo,0,30,RoadSafety,LogisticRegression,closest,0.0025092697782015
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,LogisticRegression,closest,0.0944220706634163
Encoded,encoded,MLP,Agglo,3,30,RoadSafety,LogisticRegression,closest,0.0405850824181663
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,RoadSafety,LogisticRegression,closest,0.0102096277383938
Original,original,,Agglo,2,30,RoadSafety,LogisticRegression,closest,0.0154903920624204
Decoded,decoded,GNN,Agglo,4,30,RoadSafety,LogisticRegression,closest,0.1277461731150326
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,RoadSafety,LogisticRegression,closest,0.115951148410577
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,LogisticRegression,closest,0.0439652824277617
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,LogisticRegression,closest,0.0049203562602066
Original,original,,Agglo,1,30,RoadSafety,LogisticRegression,closest,0.0154903920624204
Decoded,decoded,MLP,KIP,4,30,RoadSafety,LogisticRegression,centroid,0.20944684573668662
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,RoadSafety,LogisticRegression,centroid,0.14783225787521656
Encoded,encoded,MLP,KIP,1,30,RoadSafety,LogisticRegression,centroid,0.13000529539373828
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,RoadSafety,LogisticRegression,centroid,0.035497246722533606
Original,original,,KIP,2,30,RoadSafety,LogisticRegression,centroid,0.1461879798392422
Decoded,decoded,GNN,KIP,4,30,RoadSafety,LogisticRegression,centroid,0.18380340264072584
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,RoadSafety,LogisticRegression,centroid,0.1705228946050426
Encoded,encoded,GNN,KIP,1,30,RoadSafety,LogisticRegression,centroid,0.12155758394054943
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,RoadSafety,LogisticRegression,centroid,0.05263145842572853
Original,original,,KIP,2,30,RoadSafety,LogisticRegression,centroid,0.1461879798392422
Decoded,decoded,MLP,KMeans,2,30,RoadSafety,LogisticRegression,centroid,0.01660045385460952
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,LogisticRegression,centroid,0.11750448868529384
Encoded,encoded,MLP,KMeans,3,30,RoadSafety,LogisticRegression,centroid,0.02014559973697188
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,LogisticRegression,centroid,-0.013105524959912861
Original,original,,KMeans,1,30,RoadSafety,LogisticRegression,centroid,0.0021985872693556204
Decoded,decoded,GNN,KMeans,4,30,RoadSafety,LogisticRegression,centroid,0.18601926645349423
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,RoadSafety,LogisticRegression,centroid,0.1268248730975734
Encoded,encoded,GNN,KMeans,2,30,RoadSafety,LogisticRegression,centroid,0.031639285348255296
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,LogisticRegression,centroid,-0.023129358103316757
Original,original,,KMeans,1,30,RoadSafety,LogisticRegression,centroid,0.0021985872693556204
Decoded,decoded,MLP,KMeans,1,30,RoadSafety,LogisticRegression,closest,0.009056171200613162
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,LogisticRegression,closest,0.11005325406234927
Encoded,encoded,MLP,KMeans,3,30,RoadSafety,LogisticRegression,closest,0.0341305786011849
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,LogisticRegression,closest,0.0037361769198160795
Original,original,,KMeans,2,30,RoadSafety,LogisticRegression,closest,0.01474691428019046
Decoded,decoded,GNN,KMeans,4,30,RoadSafety,LogisticRegression,closest,0.13332848301655578
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,RoadSafety,LogisticRegression,closest,0.106516016529607
Encoded,encoded,GNN,KMeans,2,30,RoadSafety,LogisticRegression,closest,0.07189905377835688
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,LogisticRegression,closest,-0.002413483765010061
Original,original,,KMeans,1,30,RoadSafety,LogisticRegression,closest,0.01474691428019046
Decoded,decoded,MLP,Agglo,3,30,RoadSafety,MLPClassifier,centroid,0.1648383356753827
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,MLPClassifier,centroid,0.1796046574077108
Encoded,encoded,MLP,Agglo,1,30,RoadSafety,MLPClassifier,centroid,0.1258697230627297
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,MLPClassifier,centroid,0.0948665385922772
Original,original,,Agglo,2,30,RoadSafety,MLPClassifier,centroid,0.1317446190060545
Decoded,decoded,GNN,Agglo,3,30,RoadSafety,MLPClassifier,centroid,0.2020288512886479
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,MLPClassifier,centroid,0.2248520609092393
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,MLPClassifier,centroid,0.1373136468474306
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,MLPClassifier,centroid,0.1062297756223841
Original,original,,Agglo,1,30,RoadSafety,MLPClassifier,centroid,0.1317446190060545
Decoded,decoded,MLP,Agglo,3,30,RoadSafety,MLPClassifier,closest,0.166457032984225
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,RoadSafety,MLPClassifier,closest,0.2145528135853177
Encoded,encoded,MLP,Agglo,1,30,RoadSafety,MLPClassifier,closest,0.1442697895748838
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,RoadSafety,MLPClassifier,closest,0.1083213408478391
Original,original,,Agglo,2,30,RoadSafety,MLPClassifier,closest,0.1521607936861266
Decoded,decoded,GNN,Agglo,3,30,RoadSafety,MLPClassifier,closest,0.2404582055800738
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,MLPClassifier,closest,0.2453870705397217
Encoded,encoded,GNN,Agglo,2,30,RoadSafety,MLPClassifier,closest,0.1544808791484155
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,MLPClassifier,closest,0.1149594220703286
Original,original,,Agglo,1,30,RoadSafety,MLPClassifier,closest,0.1521607936861266
Decoded,decoded,MLP,KIP,4,30,RoadSafety,MLPClassifier,centroid,0.29497358043747224
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,RoadSafety,MLPClassifier,centroid,0.2508111979564667
Encoded,encoded,MLP,KIP,1,30,RoadSafety,MLPClassifier,centroid,0.22276336971130278
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,RoadSafety,MLPClassifier,centroid,0.1260399935133309
Original,original,,KIP,2,30,RoadSafety,MLPClassifier,centroid,0.23225906808716906
Decoded,decoded,GNN,KIP,3,30,RoadSafety,MLPClassifier,centroid,0.27956357799897613
Decoded-FT,decoded,GNN-MultiHead,KIP,4,30,RoadSafety,MLPClassifier,centroid,0.27989769199910397
Encoded,encoded,GNN,KIP,1,30,RoadSafety,MLPClassifier,centroid,0.210115108491495
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,RoadSafety,MLPClassifier,centroid,0.12633131254272634
Original,original,,KIP,2,30,RoadSafety,MLPClassifier,centroid,0.23225906808716906
Decoded,decoded,MLP,KMeans,3,30,RoadSafety,MLPClassifier,centroid,0.17219775168774848
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,MLPClassifier,centroid,0.22303079446698412
Encoded,encoded,MLP,KMeans,1,30,RoadSafety,MLPClassifier,centroid,0.1250049119491493
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,MLPClassifier,centroid,0.07982086433665912
Original,original,,KMeans,2,30,RoadSafety,MLPClassifier,centroid,0.1334301402217364
Decoded,decoded,GNN,KMeans,4,30,RoadSafety,MLPClassifier,centroid,0.24776630415242917
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,RoadSafety,MLPClassifier,centroid,0.24342810903322515
Encoded,encoded,GNN,KMeans,2,30,RoadSafety,MLPClassifier,centroid,0.1525270274341052
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,MLPClassifier,centroid,0.08054597520762022
Original,original,,KMeans,1,30,RoadSafety,MLPClassifier,centroid,0.1334301402217364
Decoded,decoded,MLP,KMeans,3,30,RoadSafety,MLPClassifier,closest,0.16061608303216754
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,MLPClassifier,closest,0.22397260848858963
Encoded,encoded,MLP,KMeans,1,30,RoadSafety,MLPClassifier,closest,0.13531849067216645
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,RoadSafety,MLPClassifier,closest,0.10210373833687614
Original,original,,KMeans,2,30,RoadSafety,MLPClassifier,closest,0.15752550547235672
Decoded,decoded,GNN,KMeans,4,30,RoadSafety,MLPClassifier,closest,0.24526166849177242
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,RoadSafety,MLPClassifier,closest,0.2245864273478586
Encoded,encoded,GNN,KMeans,2,30,RoadSafety,MLPClassifier,closest,0.18291489146736822
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,MLPClassifier,closest,0.09517161163269819
Original,original,,KMeans,1,30,RoadSafety,MLPClassifier,closest,0.15752550547235672
Decoded,decoded,MLP,Agglo,1,30,RoadSafety,XGBClassifier,centroid,0.1372481090876775
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,RoadSafety,XGBClassifier,centroid,0.1428929449740195
Encoded,encoded,MLP,Agglo,4,30,RoadSafety,XGBClassifier,centroid,0.1766017549648169
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,RoadSafety,XGBClassifier,centroid,0.1423494346437362
Original,original,,Agglo,0,30,RoadSafety,XGBClassifier,centroid,0.1340516214219349
Decoded,decoded,GNN,Agglo,2,30,RoadSafety,XGBClassifier,centroid,0.1520920561858844
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,XGBClassifier,centroid,0.1904504530291001
Encoded,encoded,GNN,Agglo,3,30,RoadSafety,XGBClassifier,centroid,0.1868753642691558
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,RoadSafety,XGBClassifier,centroid,0.145388677357277
Original,original,,Agglo,0,30,RoadSafety,XGBClassifier,centroid,0.1340516214219349
Decoded,decoded,MLP,Agglo,0,30,RoadSafety,XGBClassifier,closest,0.133748428163439
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,RoadSafety,XGBClassifier,closest,0.197846677671876
Encoded,encoded,MLP,Agglo,4,30,RoadSafety,XGBClassifier,closest,0.2260815544097591
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,RoadSafety,XGBClassifier,closest,0.1676235821733188
Original,original,,Agglo,1,30,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,Agglo,2,30,RoadSafety,XGBClassifier,closest,0.2002087391324949
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,RoadSafety,XGBClassifier,closest,0.2319276231524648
Encoded,encoded,GNN,Agglo,3,30,RoadSafety,XGBClassifier,closest,0.2145088126642156
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,RoadSafety,XGBClassifier,closest,0.1164615178213398
Original,original,,Agglo,1,30,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,KIP,2,30,RoadSafety,XGBClassifier,centroid,0.2840372200145835
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,RoadSafety,XGBClassifier,centroid,0.22107463757517598
Encoded,encoded,MLP,KIP,3,30,RoadSafety,XGBClassifier,centroid,0.2936946608509886
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,RoadSafety,XGBClassifier,centroid,0.19838801948202836
Original,original,,KIP,4,30,RoadSafety,XGBClassifier,centroid,0.3282510443812708
Decoded,decoded,GNN,KIP,2,30,RoadSafety,XGBClassifier,centroid,0.27149695142211605
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,RoadSafety,XGBClassifier,centroid,0.2658611546686812
Encoded,encoded,GNN,KIP,3,30,RoadSafety,XGBClassifier,centroid,0.28228979598130355
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,RoadSafety,XGBClassifier,centroid,0.17634086601068266
Original,original,,KIP,4,30,RoadSafety,XGBClassifier,centroid,0.3282510443812708
Decoded,decoded,MLP,KMeans,0,30,RoadSafety,XGBClassifier,centroid,0.13618411760236998
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,RoadSafety,XGBClassifier,centroid,0.20026061652698196
Encoded,encoded,MLP,KMeans,2,30,RoadSafety,XGBClassifier,centroid,0.183637296955276
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,RoadSafety,XGBClassifier,centroid,0.13932003018274897
Original,original,,KMeans,4,30,RoadSafety,XGBClassifier,centroid,0.2161405350698106
Decoded,decoded,GNN,KMeans,4,30,RoadSafety,XGBClassifier,centroid,0.36485820684343906
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,RoadSafety,XGBClassifier,centroid,0.19168385424704207
Encoded,encoded,GNN,KMeans,3,30,RoadSafety,XGBClassifier,centroid,0.22789409034857613
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,XGBClassifier,centroid,0.13025985863464476
Original,original,,KMeans,2,30,RoadSafety,XGBClassifier,centroid,0.2161405350698106
Decoded,decoded,MLP,KMeans,1,30,RoadSafety,XGBClassifier,closest,0.13471294378224158
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,RoadSafety,XGBClassifier,closest,0.21716666826187897
Encoded,encoded,MLP,KMeans,3,30,RoadSafety,XGBClassifier,closest,0.19499400941773393
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,30,RoadSafety,XGBClassifier,closest,0.15827220234523082
Original,original,,KMeans,0,30,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,KMeans,3,30,RoadSafety,XGBClassifier,closest,0.23324284150891145
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,RoadSafety,XGBClassifier,closest,0.18234153897839556
Encoded,encoded,GNN,KMeans,4,30,RoadSafety,XGBClassifier,closest,0.2555086322992791
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,RoadSafety,XGBClassifier,closest,0.12753061622604078
Original,original,,KMeans,1,30,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,Agglo,3,30,TencentCTRSmall,GaussianNB,centroid,-0.024923967050424
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,GaussianNB,centroid,0.0192911810280811
Encoded,encoded,MLP,Agglo,0,30,TencentCTRSmall,GaussianNB,centroid,-0.1264679301240816
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,TencentCTRSmall,GaussianNB,centroid,-0.0917185678462794
Original,original,,Agglo,2,30,TencentCTRSmall,GaussianNB,centroid,-0.0265309052515149
Decoded,decoded,GNN,Agglo,0,30,TencentCTRSmall,GaussianNB,centroid,-0.1142491322321154
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,TencentCTRSmall,GaussianNB,centroid,-0.0742988630661022
Encoded,encoded,GNN,Agglo,2,30,TencentCTRSmall,GaussianNB,centroid,-0.0900594563269711
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,TencentCTRSmall,GaussianNB,centroid,-0.098519263258641
Original,original,,Agglo,4,30,TencentCTRSmall,GaussianNB,centroid,-0.0265309052515149
Decoded,decoded,MLP,Agglo,2,30,TencentCTRSmall,GaussianNB,closest,-0.000838831016226
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,GaussianNB,closest,0.0187742787087064
Encoded,encoded,MLP,Agglo,0,30,TencentCTRSmall,GaussianNB,closest,-0.1087475524433635
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,TencentCTRSmall,GaussianNB,closest,0.0096089725740325
Original,original,,Agglo,1,30,TencentCTRSmall,GaussianNB,closest,-0.0049991700577713
Decoded,decoded,GNN,Agglo,0,30,TencentCTRSmall,GaussianNB,closest,-0.1239058337305913
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,TencentCTRSmall,GaussianNB,closest,-0.0132879644463956
Encoded,encoded,GNN,Agglo,2,30,TencentCTRSmall,GaussianNB,closest,-0.0605705171670506
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,TencentCTRSmall,GaussianNB,closest,-0.1048762922316441
Original,original,,Agglo,4,30,TencentCTRSmall,GaussianNB,closest,-0.0049991700577713
Decoded,decoded,MLP,KIP,4,30,TencentCTRSmall,GaussianNB,centroid,0.0005891333799285831
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,TencentCTRSmall,GaussianNB,centroid,-0.006875902284398999
Encoded,encoded,MLP,KIP,0,30,TencentCTRSmall,GaussianNB,centroid,-0.06654474857194866
Encoded-FT,encoded,MLP-MultiHead,KIP,1,30,TencentCTRSmall,GaussianNB,centroid,-0.06642324271085599
Original,original,,KIP,3,30,TencentCTRSmall,GaussianNB,centroid,-0.0025470627484633804
Decoded,decoded,GNN,KIP,4,30,TencentCTRSmall,GaussianNB,centroid,0.018448910437542886
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,TencentCTRSmall,GaussianNB,centroid,0.017084636136515542
Encoded,encoded,GNN,KIP,1,30,TencentCTRSmall,GaussianNB,centroid,-0.01926362578668176
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TencentCTRSmall,GaussianNB,centroid,-0.04150352681969422
Original,original,,KIP,2,30,TencentCTRSmall,GaussianNB,centroid,-0.0025470627484633804
Decoded,decoded,MLP,KMeans,3,30,TencentCTRSmall,GaussianNB,centroid,-0.0010996976073122792
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,TencentCTRSmall,GaussianNB,centroid,0.01748876679473606
Encoded,encoded,MLP,KMeans,1,30,TencentCTRSmall,GaussianNB,centroid,-0.09382919112613011
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,GaussianNB,centroid,-0.14381432173043812
Original,original,,KMeans,2,30,TencentCTRSmall,GaussianNB,centroid,-0.040213725099559186
Decoded,decoded,GNN,KMeans,3,30,TencentCTRSmall,GaussianNB,centroid,-0.036592278464844516
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,TencentCTRSmall,GaussianNB,centroid,-0.026873278159727242
Encoded,encoded,GNN,KMeans,1,30,TencentCTRSmall,GaussianNB,centroid,-0.0815257951648473
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,GaussianNB,centroid,-0.13065107083803293
Original,original,,KMeans,2,30,TencentCTRSmall,GaussianNB,centroid,-0.040213725099559186
Decoded,decoded,MLP,KMeans,4,30,TencentCTRSmall,GaussianNB,closest,0.012861109409573879
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TencentCTRSmall,GaussianNB,closest,-0.00040525141838956
Encoded,encoded,MLP,KMeans,1,30,TencentCTRSmall,GaussianNB,closest,-0.0717289986452328
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,GaussianNB,closest,-0.0862501857466745
Original,original,,KMeans,2,30,TencentCTRSmall,GaussianNB,closest,-0.02204295641846786
Decoded,decoded,GNN,KMeans,1,30,TencentCTRSmall,GaussianNB,closest,-0.0590658386696654
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,TencentCTRSmall,GaussianNB,closest,-0.032625135288312575
Encoded,encoded,GNN,KMeans,2,30,TencentCTRSmall,GaussianNB,closest,-0.04368603333797732
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,GaussianNB,closest,-0.11373408496405535
Original,original,,KMeans,4,30,TencentCTRSmall,GaussianNB,closest,-0.02204295641846786
Decoded,decoded,MLP,Agglo,2,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0491193426421591
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.0114159772395463
Encoded,encoded,MLP,Agglo,3,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0331748586830382
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0598410886085425
Original,original,,Agglo,0,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0818081084116347
Decoded,decoded,GNN,Agglo,2,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0371536330625538
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0723864784936173
Encoded,encoded,GNN,Agglo,3,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0338664695092277
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0294789054018641
Original,original,,Agglo,0,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0818081084116347
Decoded,decoded,MLP,Agglo,0,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0681888967918242
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0282057425223674
Encoded,encoded,MLP,Agglo,4,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0275401489911279
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0307269868603302
Original,original,,Agglo,1,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0602266686631977
Decoded,decoded,GNN,Agglo,4,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0167905139819565
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0766439561262306
Encoded,encoded,GNN,Agglo,3,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0243254220791375
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0937970276644329
Original,original,,Agglo,2,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0602266686631977
Decoded,decoded,MLP,KIP,2,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.009468386179013941
Decoded-FT,decoded,MLP-MultiHead,KIP,3,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.013086699359862158
Encoded,encoded,MLP,KIP,1,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.00224856811290388
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0002660128027551988
Original,original,,KIP,4,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.01772792273424918
Decoded,decoded,GNN,KIP,4,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.025191592108711098
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.01861142514880392
Encoded,encoded,GNN,KIP,1,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.0005137199116534805
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.002974806274098782
Original,original,,KIP,2,30,TencentCTRSmall,KNeighborsClassifier,centroid,0.01772792273424918
Decoded,decoded,MLP,KMeans,3,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05106180511361504
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06955751881106567
Encoded,encoded,MLP,KMeans,4,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01938977276981246
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.09285392879871215
Original,original,,KMeans,1,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07484573054318122
Decoded,decoded,GNN,KMeans,4,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01674753865159278
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.057184442031969394
Encoded,encoded,GNN,KMeans,3,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02398281735484594
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05226567588814438
Original,original,,KMeans,0,30,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07484573054318122
Decoded,decoded,MLP,KMeans,2,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.04811017107775242
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.058952794519522275
Encoded,encoded,MLP,KMeans,3,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.0315323250851645
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.060806386403623625
Original,original,,KMeans,4,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.01620896192864896
Decoded,decoded,GNN,KMeans,2,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.021825066447048222
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.06614535993710915
Encoded,encoded,GNN,KMeans,4,30,TencentCTRSmall,KNeighborsClassifier,closest,0.00574005166024032
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.06548231198292961
Original,original,,KMeans,3,30,TencentCTRSmall,KNeighborsClassifier,closest,-0.01620896192864896
Decoded,decoded,MLP,Agglo,1,30,TencentCTRSmall,LogisticRegression,centroid,0.0775770467195152
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,LogisticRegression,centroid,0.1544489701315353
Encoded,encoded,MLP,Agglo,3,30,TencentCTRSmall,LogisticRegression,centroid,0.0877449151829596
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,TencentCTRSmall,LogisticRegression,centroid,0.0838689038855777
Original,original,,Agglo,0,30,TencentCTRSmall,LogisticRegression,centroid,0.027249412370492
Decoded,decoded,GNN,Agglo,4,30,TencentCTRSmall,LogisticRegression,centroid,0.1134556724144461
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,TencentCTRSmall,LogisticRegression,centroid,0.0974444135550606
Encoded,encoded,GNN,Agglo,1,30,TencentCTRSmall,LogisticRegression,centroid,0.0668518852618475
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,TencentCTRSmall,LogisticRegression,centroid,0.0674688882197379
Original,original,,Agglo,0,30,TencentCTRSmall,LogisticRegression,centroid,0.027249412370492
Decoded,decoded,MLP,Agglo,0,30,TencentCTRSmall,LogisticRegression,closest,0.0800660854468841
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,TencentCTRSmall,LogisticRegression,closest,0.0898930292790696
Encoded,encoded,MLP,Agglo,3,30,TencentCTRSmall,LogisticRegression,closest,0.103306423186984
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,LogisticRegression,closest,0.1098464298257045
Original,original,,Agglo,1,30,TencentCTRSmall,LogisticRegression,closest,0.0861181396943492
Decoded,decoded,GNN,Agglo,4,30,TencentCTRSmall,LogisticRegression,closest,0.1070925485175556
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,TencentCTRSmall,LogisticRegression,closest,0.1025866934098819
Encoded,encoded,GNN,Agglo,0,30,TencentCTRSmall,LogisticRegression,closest,0.0615259812176851
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,TencentCTRSmall,LogisticRegression,closest,0.082232176736356
Original,original,,Agglo,2,30,TencentCTRSmall,LogisticRegression,closest,0.0861181396943492
Decoded,decoded,MLP,KIP,3,30,TencentCTRSmall,LogisticRegression,centroid,0.1323972458939769
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,TencentCTRSmall,LogisticRegression,centroid,0.1282518335132122
Encoded,encoded,MLP,KIP,1,30,TencentCTRSmall,LogisticRegression,centroid,0.12246048067162785
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TencentCTRSmall,LogisticRegression,centroid,0.10126633276170131
Original,original,,KIP,4,30,TencentCTRSmall,LogisticRegression,centroid,0.1341878064549681
Decoded,decoded,GNN,KIP,4,30,TencentCTRSmall,LogisticRegression,centroid,0.15780633940042205
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,TencentCTRSmall,LogisticRegression,centroid,0.15686603588119388
Encoded,encoded,GNN,KIP,2,30,TencentCTRSmall,LogisticRegression,centroid,0.13463787833163932
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TencentCTRSmall,LogisticRegression,centroid,0.12415325814158189
Original,original,,KIP,1,30,TencentCTRSmall,LogisticRegression,centroid,0.1341878064549681
Decoded,decoded,MLP,KMeans,3,30,TencentCTRSmall,LogisticRegression,centroid,0.0914862580407813
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,TencentCTRSmall,LogisticRegression,centroid,0.07424041542725683
Encoded,encoded,MLP,KMeans,4,30,TencentCTRSmall,LogisticRegression,centroid,0.09456533393599734
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,TencentCTRSmall,LogisticRegression,centroid,0.0571301401129609
Original,original,,KMeans,0,30,TencentCTRSmall,LogisticRegression,centroid,0.0334142735063039
Decoded,decoded,GNN,KMeans,4,30,TencentCTRSmall,LogisticRegression,centroid,0.13643938571930275
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,TencentCTRSmall,LogisticRegression,centroid,0.09473685562194986
Encoded,encoded,GNN,KMeans,2,30,TencentCTRSmall,LogisticRegression,centroid,0.07968445531351254
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,TencentCTRSmall,LogisticRegression,centroid,0.0671444961859457
Original,original,,KMeans,0,30,TencentCTRSmall,LogisticRegression,centroid,0.0334142735063039
Decoded,decoded,MLP,KMeans,1,30,TencentCTRSmall,LogisticRegression,closest,0.0883945018038187
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TencentCTRSmall,LogisticRegression,closest,0.09749089744075388
Encoded,encoded,MLP,KMeans,4,30,TencentCTRSmall,LogisticRegression,closest,0.10380098861722631
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,LogisticRegression,closest,0.07429312712636484
Original,original,,KMeans,2,30,TencentCTRSmall,LogisticRegression,closest,0.0928540656385852
Decoded,decoded,GNN,KMeans,4,30,TencentCTRSmall,LogisticRegression,closest,0.11848492066600365
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,TencentCTRSmall,LogisticRegression,closest,0.102429778193536
Encoded,encoded,GNN,KMeans,3,30,TencentCTRSmall,LogisticRegression,closest,0.109691825962791
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,LogisticRegression,closest,0.07347233984086331
Original,original,,KMeans,1,30,TencentCTRSmall,LogisticRegression,closest,0.0928540656385852
Decoded,decoded,MLP,Agglo,3,30,TencentCTRSmall,MLPClassifier,centroid,-0.0836023121244553
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,MLPClassifier,centroid,4.7648406459743096e-05
Encoded,encoded,MLP,Agglo,0,30,TencentCTRSmall,MLPClassifier,centroid,-0.1243798955361739
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,30,TencentCTRSmall,MLPClassifier,centroid,-0.0950689879478468
Original,original,,Agglo,1,30,TencentCTRSmall,MLPClassifier,centroid,-0.1239524102377328
Decoded,decoded,GNN,Agglo,4,30,TencentCTRSmall,MLPClassifier,centroid,-0.0512654413631379
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,TencentCTRSmall,MLPClassifier,centroid,-0.0671564742802777
Encoded,encoded,GNN,Agglo,1,30,TencentCTRSmall,MLPClassifier,centroid,-0.1167304936683562
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,TencentCTRSmall,MLPClassifier,centroid,-0.0863568529983001
Original,original,,Agglo,0,30,TencentCTRSmall,MLPClassifier,centroid,-0.1239524102377328
Decoded,decoded,MLP,Agglo,1,30,TencentCTRSmall,MLPClassifier,closest,-0.0828436028831336
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,TencentCTRSmall,MLPClassifier,closest,-0.0653440986580512
Encoded,encoded,MLP,Agglo,2,30,TencentCTRSmall,MLPClassifier,closest,-0.0725162448271579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TencentCTRSmall,MLPClassifier,closest,-0.0882822730180385
Original,original,,Agglo,4,30,TencentCTRSmall,MLPClassifier,closest,-0.0623119624121592
Decoded,decoded,GNN,Agglo,2,30,TencentCTRSmall,MLPClassifier,closest,-0.0736152447121844
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,TencentCTRSmall,MLPClassifier,closest,-0.0459579490273938
Encoded,encoded,GNN,Agglo,0,30,TencentCTRSmall,MLPClassifier,closest,-0.0797294805127663
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,30,TencentCTRSmall,MLPClassifier,closest,-0.0787203760018704
Original,original,,Agglo,3,30,TencentCTRSmall,MLPClassifier,closest,-0.0623119624121592
Decoded,decoded,MLP,KIP,3,30,TencentCTRSmall,MLPClassifier,centroid,-0.0220438890050627
Decoded-FT,decoded,MLP-MultiHead,KIP,4,30,TencentCTRSmall,MLPClassifier,centroid,-0.01224814827103806
Encoded,encoded,MLP,KIP,1,30,TencentCTRSmall,MLPClassifier,centroid,-0.061358762792729095
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TencentCTRSmall,MLPClassifier,centroid,-0.07333097470506215
Original,original,,KIP,2,30,TencentCTRSmall,MLPClassifier,centroid,-0.029020078691246804
Decoded,decoded,GNN,KIP,4,30,TencentCTRSmall,MLPClassifier,centroid,0.011993933412605778
Decoded-FT,decoded,GNN-MultiHead,KIP,3,30,TencentCTRSmall,MLPClassifier,centroid,0.0077907652372658604
Encoded,encoded,GNN,KIP,0,30,TencentCTRSmall,MLPClassifier,centroid,-0.03611239931139382
Encoded-FT,encoded,GNN-MultiHead,KIP,1,30,TencentCTRSmall,MLPClassifier,centroid,-0.030509602600715703
Original,original,,KIP,2,30,TencentCTRSmall,MLPClassifier,centroid,-0.029020078691246804
Decoded,decoded,MLP,KMeans,4,30,TencentCTRSmall,MLPClassifier,centroid,-0.0832627159514519
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TencentCTRSmall,MLPClassifier,centroid,-0.09482399411706151
Encoded,encoded,MLP,KMeans,0,30,TencentCTRSmall,MLPClassifier,centroid,-0.1068594414449312
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,TencentCTRSmall,MLPClassifier,centroid,-0.10661209413010217
Original,original,,KMeans,2,30,TencentCTRSmall,MLPClassifier,centroid,-0.0951043673719146
Decoded,decoded,GNN,KMeans,4,30,TencentCTRSmall,MLPClassifier,centroid,-0.016684388530121996
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,TencentCTRSmall,MLPClassifier,centroid,-0.07610322458179364
Encoded,encoded,GNN,KMeans,0,30,TencentCTRSmall,MLPClassifier,centroid,-0.12435146081912049
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,TencentCTRSmall,MLPClassifier,centroid,-0.11674635074937256
Original,original,,KMeans,2,30,TencentCTRSmall,MLPClassifier,centroid,-0.0951043673719146
Decoded,decoded,MLP,KMeans,3,30,TencentCTRSmall,MLPClassifier,closest,-0.0669999483005145
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,TencentCTRSmall,MLPClassifier,closest,-0.06992845408506965
Encoded,encoded,MLP,KMeans,1,30,TencentCTRSmall,MLPClassifier,closest,-0.07784163907431686
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,MLPClassifier,closest,-0.10899736949930985
Original,original,,KMeans,4,30,TencentCTRSmall,MLPClassifier,closest,-0.05779118963602792
Decoded,decoded,GNN,KMeans,3,30,TencentCTRSmall,MLPClassifier,closest,-0.04748061462200346
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,TencentCTRSmall,MLPClassifier,closest,-0.0647929204113428
Encoded,encoded,GNN,KMeans,4,30,TencentCTRSmall,MLPClassifier,closest,-0.04631305504606272
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,MLPClassifier,closest,-0.09821524887900854
Original,original,,KMeans,2,30,TencentCTRSmall,MLPClassifier,closest,-0.05779118963602792
Decoded,decoded,MLP,Agglo,1,30,TencentCTRSmall,XGBClassifier,centroid,0.1560316800600527
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,TencentCTRSmall,XGBClassifier,centroid,0.1594885047136452
Encoded,encoded,MLP,Agglo,3,30,TencentCTRSmall,XGBClassifier,centroid,0.1692251203554748
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TencentCTRSmall,XGBClassifier,centroid,0.1451653134792332
Original,original,,Agglo,4,30,TencentCTRSmall,XGBClassifier,centroid,0.1971313482055131
Decoded,decoded,GNN,Agglo,1,30,TencentCTRSmall,XGBClassifier,centroid,0.1340424561218125
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,TencentCTRSmall,XGBClassifier,centroid,0.1280851599547661
Encoded,encoded,GNN,Agglo,2,30,TencentCTRSmall,XGBClassifier,centroid,0.1444171631210788
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,TencentCTRSmall,XGBClassifier,centroid,0.1469467955663468
Original,original,,Agglo,4,30,TencentCTRSmall,XGBClassifier,centroid,0.1971313482055131
Decoded,decoded,MLP,Agglo,1,30,TencentCTRSmall,XGBClassifier,closest,0.1207171645164136
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,TencentCTRSmall,XGBClassifier,closest,0.1144486616308141
Encoded,encoded,MLP,Agglo,3,30,TencentCTRSmall,XGBClassifier,closest,0.1516649089104989
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,30,TencentCTRSmall,XGBClassifier,closest,0.1808104763626347
Original,original,,Agglo,2,30,TencentCTRSmall,XGBClassifier,closest,0.1399821930180889
Decoded,decoded,GNN,Agglo,3,30,TencentCTRSmall,XGBClassifier,closest,0.1684333853788029
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,TencentCTRSmall,XGBClassifier,closest,0.0740110720608955
Encoded,encoded,GNN,Agglo,4,30,TencentCTRSmall,XGBClassifier,closest,0.1714411943941401
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,TencentCTRSmall,XGBClassifier,closest,0.1524589955752204
Original,original,,Agglo,1,30,TencentCTRSmall,XGBClassifier,closest,0.1399821930180889
Decoded,decoded,MLP,KIP,2,30,TencentCTRSmall,XGBClassifier,centroid,0.1577119768493557
Decoded-FT,decoded,MLP-MultiHead,KIP,0,30,TencentCTRSmall,XGBClassifier,centroid,0.15464775867667063
Encoded,encoded,MLP,KIP,1,30,TencentCTRSmall,XGBClassifier,centroid,0.156897602955727
Encoded-FT,encoded,MLP-MultiHead,KIP,3,30,TencentCTRSmall,XGBClassifier,centroid,0.16151587930321679
Original,original,,KIP,4,30,TencentCTRSmall,XGBClassifier,centroid,0.17879871698171187
Decoded,decoded,GNN,KIP,2,30,TencentCTRSmall,XGBClassifier,centroid,0.17026698087309394
Decoded-FT,decoded,GNN-MultiHead,KIP,0,30,TencentCTRSmall,XGBClassifier,centroid,0.15509483025280496
Encoded,encoded,GNN,KIP,1,30,TencentCTRSmall,XGBClassifier,centroid,0.15971671252197056
Encoded-FT,encoded,GNN-MultiHead,KIP,3,30,TencentCTRSmall,XGBClassifier,centroid,0.17051023948493635
Original,original,,KIP,4,30,TencentCTRSmall,XGBClassifier,centroid,0.17879871698171187
Decoded,decoded,MLP,KMeans,2,30,TencentCTRSmall,XGBClassifier,centroid,0.12144825729724881
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,XGBClassifier,centroid,0.09137013578803577
Encoded,encoded,MLP,KMeans,3,30,TencentCTRSmall,XGBClassifier,centroid,0.14663709392814522
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,TencentCTRSmall,XGBClassifier,centroid,0.11088453729048217
Original,original,,KMeans,4,30,TencentCTRSmall,XGBClassifier,centroid,0.1982354814226835
Decoded,decoded,GNN,KMeans,3,30,TencentCTRSmall,XGBClassifier,centroid,0.13839746883111853
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,XGBClassifier,centroid,0.10704987475693342
Encoded,encoded,GNN,KMeans,2,30,TencentCTRSmall,XGBClassifier,centroid,0.13599843346220059
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,TencentCTRSmall,XGBClassifier,centroid,0.12575272439141053
Original,original,,KMeans,4,30,TencentCTRSmall,XGBClassifier,centroid,0.1982354814226835
Decoded,decoded,MLP,KMeans,2,30,TencentCTRSmall,XGBClassifier,closest,0.125822365713517
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,TencentCTRSmall,XGBClassifier,closest,0.12093057236794755
Encoded,encoded,MLP,KMeans,4,30,TencentCTRSmall,XGBClassifier,closest,0.1628643685866527
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,TencentCTRSmall,XGBClassifier,closest,0.12451583054488453
Original,original,,KMeans,3,30,TencentCTRSmall,XGBClassifier,closest,0.1352838652093935
Decoded,decoded,GNN,KMeans,1,30,TencentCTRSmall,XGBClassifier,closest,0.13068807099965707
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,TencentCTRSmall,XGBClassifier,closest,0.10990397744135398
Encoded,encoded,GNN,KMeans,4,30,TencentCTRSmall,XGBClassifier,closest,0.17976479043245497
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,TencentCTRSmall,XGBClassifier,closest,0.14384520123159467
Original,original,,KMeans,2,30,TencentCTRSmall,XGBClassifier,closest,0.1352838652093935
Decoded,decoded,MLP,Agglo,2,30,TwoDPlanes,GaussianNB,centroid,-0.0021756634934897
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TwoDPlanes,GaussianNB,centroid,0.0767585591038121
Encoded,encoded,MLP,Agglo,3,30,TwoDPlanes,GaussianNB,centroid,0.035634123060349
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,GaussianNB,centroid,-0.1203022629340351
Original,original,,Agglo,1,30,TwoDPlanes,GaussianNB,centroid,-0.0118284007331732
Decoded,decoded,GNN,Agglo,2,30,TwoDPlanes,GaussianNB,centroid,0.0363602945954325
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,TwoDPlanes,GaussianNB,centroid,0.2996629190239172
Encoded,encoded,GNN,Agglo,3,30,TwoDPlanes,GaussianNB,centroid,0.1300095691267297
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,GaussianNB,centroid,-0.0580286113706579
Original,original,,Agglo,1,30,TwoDPlanes,GaussianNB,centroid,-0.0118284007331732
Decoded,decoded,MLP,Agglo,2,30,TwoDPlanes,GaussianNB,closest,-0.0174413778269436
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,TwoDPlanes,GaussianNB,closest,-0.0003390170798832
Encoded,encoded,MLP,Agglo,4,30,TwoDPlanes,GaussianNB,closest,0.0531597081416349
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,GaussianNB,closest,-0.1239221139919568
Original,original,,Agglo,1,30,TwoDPlanes,GaussianNB,closest,-0.0216539286065701
Decoded,decoded,GNN,Agglo,2,30,TwoDPlanes,GaussianNB,closest,0.0872530373622948
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,TwoDPlanes,GaussianNB,closest,0.3847056817220397
Encoded,encoded,GNN,Agglo,3,30,TwoDPlanes,GaussianNB,closest,0.1075353159920318
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,GaussianNB,closest,-0.0698086095088157
Original,original,,Agglo,1,30,TwoDPlanes,GaussianNB,closest,-0.0216539286065701
Decoded,decoded,MLP,KIP,3,30,TwoDPlanes,GaussianNB,centroid,0.13840568217291319
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,TwoDPlanes,GaussianNB,centroid,0.0538437230056076
Encoded,encoded,MLP,KIP,4,30,TwoDPlanes,GaussianNB,centroid,0.1994960958334251
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TwoDPlanes,GaussianNB,centroid,-0.09239096619271006
Original,original,,KIP,2,30,TwoDPlanes,GaussianNB,centroid,0.09162088753650426
Decoded,decoded,GNN,KIP,3,30,TwoDPlanes,GaussianNB,centroid,0.14759843562812916
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,TwoDPlanes,GaussianNB,centroid,0.04492358887870156
Encoded,encoded,GNN,KIP,4,30,TwoDPlanes,GaussianNB,centroid,0.24912041213019426
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TwoDPlanes,GaussianNB,centroid,-0.04536366792478036
Original,original,,KIP,2,30,TwoDPlanes,GaussianNB,centroid,0.09162088753650426
Decoded,decoded,MLP,KMeans,3,30,TwoDPlanes,GaussianNB,centroid,0.04664993041961212
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,TwoDPlanes,GaussianNB,centroid,0.04374655711678606
Encoded,encoded,MLP,KMeans,1,30,TwoDPlanes,GaussianNB,centroid,0.024765724809632
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,GaussianNB,centroid,-0.12045469795587208
Original,original,,KMeans,4,30,TwoDPlanes,GaussianNB,centroid,0.36386274191020246
Decoded,decoded,GNN,KMeans,1,30,TwoDPlanes,GaussianNB,centroid,0.037051563218165294
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,30,TwoDPlanes,GaussianNB,centroid,0.3005511795778711
Encoded,encoded,GNN,KMeans,2,30,TwoDPlanes,GaussianNB,centroid,0.1498415047080476
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,GaussianNB,centroid,-0.06675749557282
Original,original,,KMeans,4,30,TwoDPlanes,GaussianNB,centroid,0.36386274191020246
Decoded,decoded,MLP,KMeans,2,30,TwoDPlanes,GaussianNB,closest,0.037099143632114875
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TwoDPlanes,GaussianNB,closest,0.048941057308937864
Encoded,encoded,MLP,KMeans,4,30,TwoDPlanes,GaussianNB,closest,0.07668783827114953
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,GaussianNB,closest,-0.12075992604613903
Original,original,,KMeans,1,30,TwoDPlanes,GaussianNB,closest,-0.011235475574724301
Decoded,decoded,GNN,KMeans,3,30,TwoDPlanes,GaussianNB,closest,0.12666810592556504
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,TwoDPlanes,GaussianNB,closest,0.03678581308005214
Encoded,encoded,GNN,KMeans,4,30,TwoDPlanes,GaussianNB,closest,0.1908674381554077
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,GaussianNB,closest,-0.0694216937513442
Original,original,,KMeans,1,30,TwoDPlanes,GaussianNB,closest,-0.011235475574724301
Decoded,decoded,MLP,Agglo,3,30,TwoDPlanes,KNeighborsClassifier,centroid,0.1092718536094129
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TwoDPlanes,KNeighborsClassifier,centroid,0.1407331241802752
Encoded,encoded,MLP,Agglo,2,30,TwoDPlanes,KNeighborsClassifier,centroid,0.1010873132421152
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,KNeighborsClassifier,centroid,-0.0074904607980907
Original,original,,Agglo,1,30,TwoDPlanes,KNeighborsClassifier,centroid,0.0363577173191709
Decoded,decoded,GNN,Agglo,3,30,TwoDPlanes,KNeighborsClassifier,centroid,0.1154651024148019
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,TwoDPlanes,KNeighborsClassifier,centroid,0.0805617195557797
Encoded,encoded,GNN,Agglo,4,30,TwoDPlanes,KNeighborsClassifier,centroid,0.2078127638960562
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,KNeighborsClassifier,centroid,0.0261168813128621
Original,original,,Agglo,1,30,TwoDPlanes,KNeighborsClassifier,centroid,0.0363577173191709
Decoded,decoded,MLP,Agglo,2,30,TwoDPlanes,KNeighborsClassifier,closest,0.1298515002355372
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,30,TwoDPlanes,KNeighborsClassifier,closest,0.1464673036519642
Encoded,encoded,MLP,Agglo,4,30,TwoDPlanes,KNeighborsClassifier,closest,0.2092190773262733
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,KNeighborsClassifier,closest,-0.0056914290426035
Original,original,,Agglo,1,30,TwoDPlanes,KNeighborsClassifier,closest,0.1273665876232705
Decoded,decoded,GNN,Agglo,1,30,TwoDPlanes,KNeighborsClassifier,closest,0.1194137194442772
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,30,TwoDPlanes,KNeighborsClassifier,closest,0.1359280345132997
Encoded,encoded,GNN,Agglo,4,30,TwoDPlanes,KNeighborsClassifier,closest,0.2596548037544481
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,KNeighborsClassifier,closest,0.0202085963265551
Original,original,,Agglo,2,30,TwoDPlanes,KNeighborsClassifier,closest,0.1273665876232705
Decoded,decoded,MLP,KIP,2,30,TwoDPlanes,KNeighborsClassifier,centroid,0.28167604169911986
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,TwoDPlanes,KNeighborsClassifier,centroid,0.23214353228172743
Encoded,encoded,MLP,KIP,4,30,TwoDPlanes,KNeighborsClassifier,centroid,0.33286478472640774
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TwoDPlanes,KNeighborsClassifier,centroid,0.08014719265545281
Original,original,,KIP,3,30,TwoDPlanes,KNeighborsClassifier,centroid,0.308084375526328
Decoded,decoded,GNN,KIP,2,30,TwoDPlanes,KNeighborsClassifier,centroid,0.2893061031449557
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,TwoDPlanes,KNeighborsClassifier,centroid,0.21777513649099323
Encoded,encoded,GNN,KIP,4,30,TwoDPlanes,KNeighborsClassifier,centroid,0.3818309036644262
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TwoDPlanes,KNeighborsClassifier,centroid,0.08482466350727329
Original,original,,KIP,3,30,TwoDPlanes,KNeighborsClassifier,centroid,0.308084375526328
Decoded,decoded,MLP,KMeans,4,30,TwoDPlanes,KNeighborsClassifier,centroid,0.12892873515183895
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TwoDPlanes,KNeighborsClassifier,centroid,0.11384186276620338
Encoded,encoded,MLP,KMeans,2,30,TwoDPlanes,KNeighborsClassifier,centroid,0.10979554050948666
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,KNeighborsClassifier,centroid,-0.00425220363821376
Original,original,,KMeans,1,30,TwoDPlanes,KNeighborsClassifier,centroid,0.03001377617936718
Decoded,decoded,GNN,KMeans,3,30,TwoDPlanes,KNeighborsClassifier,centroid,0.12455020106756598
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,TwoDPlanes,KNeighborsClassifier,centroid,0.07422738262196224
Encoded,encoded,GNN,KMeans,4,30,TwoDPlanes,KNeighborsClassifier,centroid,0.18171765602091186
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,KNeighborsClassifier,centroid,0.02928713600937736
Original,original,,KMeans,1,30,TwoDPlanes,KNeighborsClassifier,centroid,0.03001377617936718
Decoded,decoded,MLP,KMeans,1,30,TwoDPlanes,KNeighborsClassifier,closest,0.12777108866954334
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TwoDPlanes,KNeighborsClassifier,closest,0.14322374075390204
Encoded,encoded,MLP,KMeans,4,30,TwoDPlanes,KNeighborsClassifier,closest,0.21349619333781997
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,KNeighborsClassifier,closest,0.001665720691418492
Original,original,,KMeans,2,30,TwoDPlanes,KNeighborsClassifier,closest,0.13990034582169011
Decoded,decoded,GNN,KMeans,1,30,TwoDPlanes,KNeighborsClassifier,closest,0.1255193005889252
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,TwoDPlanes,KNeighborsClassifier,closest,0.13597175707543024
Encoded,encoded,GNN,KMeans,4,30,TwoDPlanes,KNeighborsClassifier,closest,0.25157045165301267
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,KNeighborsClassifier,closest,0.034076378736475274
Original,original,,KMeans,3,30,TwoDPlanes,KNeighborsClassifier,closest,0.13990034582169011
Decoded,decoded,MLP,Agglo,3,30,TwoDPlanes,LogisticRegression,centroid,0.0257212607518562
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TwoDPlanes,LogisticRegression,centroid,0.0520152109177581
Encoded,encoded,MLP,Agglo,2,30,TwoDPlanes,LogisticRegression,centroid,0.0054658471653218
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,LogisticRegression,centroid,-0.0889309421874456
Original,original,,Agglo,1,30,TwoDPlanes,LogisticRegression,centroid,-0.0029495874484311
Decoded,decoded,GNN,Agglo,2,30,TwoDPlanes,LogisticRegression,centroid,0.0238206005258852
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,TwoDPlanes,LogisticRegression,centroid,0.0371464850114461
Encoded,encoded,GNN,Agglo,3,30,TwoDPlanes,LogisticRegression,centroid,0.0307665891638094
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,LogisticRegression,centroid,-0.01236508303292
Original,original,,Agglo,1,30,TwoDPlanes,LogisticRegression,centroid,-0.0029495874484311
Decoded,decoded,MLP,Agglo,2,30,TwoDPlanes,LogisticRegression,closest,0.0283971843816542
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TwoDPlanes,LogisticRegression,closest,0.094693061017873
Encoded,encoded,MLP,Agglo,3,30,TwoDPlanes,LogisticRegression,closest,0.0358791647111625
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,LogisticRegression,closest,-0.0854101383574586
Original,original,,Agglo,1,30,TwoDPlanes,LogisticRegression,closest,0.0088385151627559
Decoded,decoded,GNN,Agglo,1,30,TwoDPlanes,LogisticRegression,closest,-0.0026360236627939
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,TwoDPlanes,LogisticRegression,closest,0.0665035742172688
Encoded,encoded,GNN,Agglo,3,30,TwoDPlanes,LogisticRegression,closest,0.0240532756143698
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,LogisticRegression,closest,-0.0168795433445574
Original,original,,Agglo,2,30,TwoDPlanes,LogisticRegression,closest,0.0088385151627559
Decoded,decoded,MLP,KIP,3,30,TwoDPlanes,LogisticRegression,centroid,0.12404625629433175
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,TwoDPlanes,LogisticRegression,centroid,0.0856665484824946
Encoded,encoded,MLP,KIP,4,30,TwoDPlanes,LogisticRegression,centroid,0.1378374269119704
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TwoDPlanes,LogisticRegression,centroid,-0.07990317437220641
Original,original,,KIP,2,30,TwoDPlanes,LogisticRegression,centroid,0.09241246088138053
Decoded,decoded,GNN,KIP,3,30,TwoDPlanes,LogisticRegression,centroid,0.15382119998606375
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,TwoDPlanes,LogisticRegression,centroid,0.05302300851130968
Encoded,encoded,GNN,KIP,4,30,TwoDPlanes,LogisticRegression,centroid,0.1558525758342743
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TwoDPlanes,LogisticRegression,centroid,0.003432818958927201
Original,original,,KIP,2,30,TwoDPlanes,LogisticRegression,centroid,0.09241246088138053
Decoded,decoded,MLP,KMeans,3,30,TwoDPlanes,LogisticRegression,centroid,0.05864125689891554
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,30,TwoDPlanes,LogisticRegression,centroid,0.07356467714201968
Encoded,encoded,MLP,KMeans,2,30,TwoDPlanes,LogisticRegression,centroid,0.02381027648947918
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,LogisticRegression,centroid,-0.09918780831210458
Original,original,,KMeans,1,30,TwoDPlanes,LogisticRegression,centroid,0.017660673260386957
Decoded,decoded,GNN,KMeans,1,30,TwoDPlanes,LogisticRegression,centroid,0.014569854018637482
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,TwoDPlanes,LogisticRegression,centroid,0.04504751106183348
Encoded,encoded,GNN,KMeans,3,30,TwoDPlanes,LogisticRegression,centroid,0.01868254792094902
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,LogisticRegression,centroid,-0.01273385351447624
Original,original,,KMeans,2,30,TwoDPlanes,LogisticRegression,centroid,0.017660673260386957
Decoded,decoded,MLP,KMeans,2,30,TwoDPlanes,LogisticRegression,closest,0.051549924785680046
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TwoDPlanes,LogisticRegression,closest,0.06774157476651785
Encoded,encoded,MLP,KMeans,4,30,TwoDPlanes,LogisticRegression,closest,0.08022289927634384
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,LogisticRegression,closest,-0.09777926902748094
Original,original,,KMeans,1,30,TwoDPlanes,LogisticRegression,closest,0.024415859359469022
Decoded,decoded,GNN,KMeans,1,30,TwoDPlanes,LogisticRegression,closest,0.010014840482109322
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,30,TwoDPlanes,LogisticRegression,closest,0.03716277803168008
Encoded,encoded,GNN,KMeans,3,30,TwoDPlanes,LogisticRegression,closest,0.032521649734905324
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,LogisticRegression,closest,-0.01744333051877388
Original,original,,KMeans,2,30,TwoDPlanes,LogisticRegression,closest,0.024415859359469022
Decoded,decoded,MLP,Agglo,3,30,TwoDPlanes,MLPClassifier,centroid,0.1383018258699192
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,30,TwoDPlanes,MLPClassifier,centroid,0.1328509214248233
Encoded,encoded,MLP,Agglo,1,30,TwoDPlanes,MLPClassifier,centroid,0.1161716572648862
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,MLPClassifier,centroid,0.0386616610796038
Original,original,,Agglo,4,30,TwoDPlanes,MLPClassifier,centroid,0.1434638232259329
Decoded,decoded,GNN,Agglo,4,30,TwoDPlanes,MLPClassifier,centroid,0.1435406553488315
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,30,TwoDPlanes,MLPClassifier,centroid,0.11399432758105
Encoded,encoded,GNN,Agglo,2,30,TwoDPlanes,MLPClassifier,centroid,0.1354334647545937
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,MLPClassifier,centroid,0.0841516555119924
Original,original,,Agglo,3,30,TwoDPlanes,MLPClassifier,centroid,0.1434638232259329
Decoded,decoded,MLP,Agglo,3,30,TwoDPlanes,MLPClassifier,closest,0.1432931678107386
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,30,TwoDPlanes,MLPClassifier,closest,0.1873137979508534
Encoded,encoded,MLP,Agglo,2,30,TwoDPlanes,MLPClassifier,closest,0.1244275921030077
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,MLPClassifier,closest,0.0325708703391848
Original,original,,Agglo,1,30,TwoDPlanes,MLPClassifier,closest,0.1179703184293888
Decoded,decoded,GNN,Agglo,1,30,TwoDPlanes,MLPClassifier,closest,0.1174327796157225
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,30,TwoDPlanes,MLPClassifier,closest,0.1808279196149491
Encoded,encoded,GNN,Agglo,3,30,TwoDPlanes,MLPClassifier,closest,0.1276603194065241
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,MLPClassifier,closest,0.0874753456415761
Original,original,,Agglo,2,30,TwoDPlanes,MLPClassifier,closest,0.1179703184293888
Decoded,decoded,MLP,KIP,3,30,TwoDPlanes,MLPClassifier,centroid,0.2251385895887724
Decoded-FT,decoded,MLP-MultiHead,KIP,2,30,TwoDPlanes,MLPClassifier,centroid,0.19193776449300975
Encoded,encoded,MLP,KIP,4,30,TwoDPlanes,MLPClassifier,centroid,0.2320709981448159
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TwoDPlanes,MLPClassifier,centroid,0.030316227974123856
Original,original,,KIP,1,30,TwoDPlanes,MLPClassifier,centroid,0.16444462217474595
Decoded,decoded,GNN,KIP,3,30,TwoDPlanes,MLPClassifier,centroid,0.23876573628286293
Decoded-FT,decoded,GNN-MultiHead,KIP,2,30,TwoDPlanes,MLPClassifier,centroid,0.1659567675999337
Encoded,encoded,GNN,KIP,4,30,TwoDPlanes,MLPClassifier,centroid,0.23895325700694076
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TwoDPlanes,MLPClassifier,centroid,0.1023253874158249
Original,original,,KIP,1,30,TwoDPlanes,MLPClassifier,centroid,0.16444462217474595
Decoded,decoded,MLP,KMeans,4,30,TwoDPlanes,MLPClassifier,centroid,0.1655206037094067
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,30,TwoDPlanes,MLPClassifier,centroid,0.1497712427947715
Encoded,encoded,MLP,KMeans,1,30,TwoDPlanes,MLPClassifier,centroid,0.12884347688983552
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,MLPClassifier,centroid,0.025552315982202718
Original,original,,KMeans,2,30,TwoDPlanes,MLPClassifier,centroid,0.14301622891235682
Decoded,decoded,GNN,KMeans,4,30,TwoDPlanes,MLPClassifier,centroid,0.14972381626470238
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,30,TwoDPlanes,MLPClassifier,centroid,0.13637304781761297
Encoded,encoded,GNN,KMeans,1,30,TwoDPlanes,MLPClassifier,centroid,0.12966624995394638
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,MLPClassifier,centroid,0.08802346818028797
Original,original,,KMeans,3,30,TwoDPlanes,MLPClassifier,centroid,0.14301622891235682
Decoded,decoded,MLP,KMeans,3,30,TwoDPlanes,MLPClassifier,closest,0.16244327981515425
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,30,TwoDPlanes,MLPClassifier,closest,0.15475190947562606
Encoded,encoded,MLP,KMeans,4,30,TwoDPlanes,MLPClassifier,closest,0.1679745175938123
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,MLPClassifier,closest,0.02173450891630192
Original,original,,KMeans,1,30,TwoDPlanes,MLPClassifier,closest,0.13910776795074123
Decoded,decoded,GNN,KMeans,2,30,TwoDPlanes,MLPClassifier,closest,0.13635633125297333
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,TwoDPlanes,MLPClassifier,closest,0.12938774352007132
Encoded,encoded,GNN,KMeans,4,30,TwoDPlanes,MLPClassifier,closest,0.1405805190350296
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,MLPClassifier,closest,0.08176583216569085
Original,original,,KMeans,3,30,TwoDPlanes,MLPClassifier,closest,0.13910776795074123
Decoded,decoded,MLP,Agglo,2,30,TwoDPlanes,XGBClassifier,centroid,0.0854225923739212
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,30,TwoDPlanes,XGBClassifier,centroid,0.0714801263057205
Encoded,encoded,MLP,Agglo,4,30,TwoDPlanes,XGBClassifier,centroid,0.1681287020165058
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,30,TwoDPlanes,XGBClassifier,centroid,0.0835795966782025
Original,original,,Agglo,3,30,TwoDPlanes,XGBClassifier,centroid,0.0962088494423948
Decoded,decoded,GNN,Agglo,3,30,TwoDPlanes,XGBClassifier,centroid,0.1316909046699721
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,30,TwoDPlanes,XGBClassifier,centroid,0.0826239119198341
Encoded,encoded,GNN,Agglo,4,30,TwoDPlanes,XGBClassifier,centroid,0.2222195645149735
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,30,TwoDPlanes,XGBClassifier,centroid,0.0982248446718295
Original,original,,Agglo,1,30,TwoDPlanes,XGBClassifier,centroid,0.0962088494423948
Decoded,decoded,MLP,Agglo,2,30,TwoDPlanes,XGBClassifier,closest,0.0590671229586729
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,30,TwoDPlanes,XGBClassifier,closest,0.055917223623637
Encoded,encoded,MLP,Agglo,4,30,TwoDPlanes,XGBClassifier,closest,0.214165679060741
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,30,TwoDPlanes,XGBClassifier,closest,0.0653801145640081
Original,original,,Agglo,0,30,TwoDPlanes,XGBClassifier,closest,0.0373715129996588
Decoded,decoded,GNN,Agglo,1,30,TwoDPlanes,XGBClassifier,closest,0.0732514212663118
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,30,TwoDPlanes,XGBClassifier,closest,0.100728175457779
Encoded,encoded,GNN,Agglo,4,30,TwoDPlanes,XGBClassifier,closest,0.231635419773101
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,30,TwoDPlanes,XGBClassifier,closest,0.1080018421926475
Original,original,,Agglo,0,30,TwoDPlanes,XGBClassifier,closest,0.0373715129996588
Decoded,decoded,MLP,KIP,2,30,TwoDPlanes,XGBClassifier,centroid,0.2274741041322969
Decoded-FT,decoded,MLP-MultiHead,KIP,1,30,TwoDPlanes,XGBClassifier,centroid,0.14974361251133086
Encoded,encoded,MLP,KIP,4,30,TwoDPlanes,XGBClassifier,centroid,0.2955976379598147
Encoded-FT,encoded,MLP-MultiHead,KIP,0,30,TwoDPlanes,XGBClassifier,centroid,0.07958342217054411
Original,original,,KIP,3,30,TwoDPlanes,XGBClassifier,centroid,0.29228964137185187
Decoded,decoded,GNN,KIP,2,30,TwoDPlanes,XGBClassifier,centroid,0.2341282765156632
Decoded-FT,decoded,GNN-MultiHead,KIP,1,30,TwoDPlanes,XGBClassifier,centroid,0.15481480474484488
Encoded,encoded,GNN,KIP,4,30,TwoDPlanes,XGBClassifier,centroid,0.3516229977641417
Encoded-FT,encoded,GNN-MultiHead,KIP,0,30,TwoDPlanes,XGBClassifier,centroid,0.1124271197877796
Original,original,,KIP,3,30,TwoDPlanes,XGBClassifier,centroid,0.29228964137185187
Decoded,decoded,MLP,KMeans,2,30,TwoDPlanes,XGBClassifier,centroid,0.09992268366329723
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,30,TwoDPlanes,XGBClassifier,centroid,0.06928920422680997
Encoded,encoded,MLP,KMeans,3,30,TwoDPlanes,XGBClassifier,centroid,0.17501190375604586
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,XGBClassifier,centroid,0.061634915573531554
Original,original,,KMeans,4,30,TwoDPlanes,XGBClassifier,centroid,0.20821015864045767
Decoded,decoded,GNN,KMeans,2,30,TwoDPlanes,XGBClassifier,centroid,0.13342870104711174
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,30,TwoDPlanes,XGBClassifier,centroid,0.09081028886046479
Encoded,encoded,GNN,KMeans,3,30,TwoDPlanes,XGBClassifier,centroid,0.20730919588313879
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,30,TwoDPlanes,XGBClassifier,centroid,0.09484939203225864
Original,original,,KMeans,4,30,TwoDPlanes,XGBClassifier,centroid,0.20821015864045767
Decoded,decoded,MLP,KMeans,3,30,TwoDPlanes,XGBClassifier,closest,0.1027175668464519
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,30,TwoDPlanes,XGBClassifier,closest,0.04583579051752611
Encoded,encoded,MLP,KMeans,4,30,TwoDPlanes,XGBClassifier,closest,0.21838168228624158
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,30,TwoDPlanes,XGBClassifier,closest,0.07824221689954196
Original,original,,KMeans,2,30,TwoDPlanes,XGBClassifier,closest,0.09175099103322076
Decoded,decoded,GNN,KMeans,0,30,TwoDPlanes,XGBClassifier,closest,0.06363027246336703
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,30,TwoDPlanes,XGBClassifier,closest,0.07691106120357544
Encoded,encoded,GNN,KMeans,4,30,TwoDPlanes,XGBClassifier,closest,0.2262487443050257
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,30,TwoDPlanes,XGBClassifier,closest,0.10028417008951632
Original,original,,KMeans,2,30,TwoDPlanes,XGBClassifier,closest,0.09175099103322076
Decoded,decoded,MLP,Agglo,4,40,Adult,GaussianNB,centroid,0.0782732082687229
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Adult,GaussianNB,centroid,-0.0027770722038055
Encoded,encoded,MLP,Agglo,1,40,Adult,GaussianNB,centroid,-0.0762885707561255
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,GaussianNB,centroid,-0.125454096927524
Original,original,,Agglo,2,40,Adult,GaussianNB,centroid,-0.0510977985781223
Decoded,decoded,GNN,Agglo,4,40,Adult,GaussianNB,centroid,0.0945166489115483
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Adult,GaussianNB,centroid,-0.0177008404456026
Encoded,encoded,GNN,Agglo,1,40,Adult,GaussianNB,centroid,-0.0817135239915753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,GaussianNB,centroid,-0.1301746318894456
Original,original,,Agglo,2,40,Adult,GaussianNB,centroid,-0.0510977985781223
Decoded,decoded,MLP,Agglo,3,40,Adult,GaussianNB,closest,-0.0120973437190314
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Adult,GaussianNB,closest,-0.0324969239086949
Encoded,encoded,MLP,Agglo,1,40,Adult,GaussianNB,closest,-0.0777533590601424
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,GaussianNB,closest,-0.1218830119060317
Original,original,,Agglo,4,40,Adult,GaussianNB,closest,0.0035583882766436
Decoded,decoded,GNN,Agglo,3,40,Adult,GaussianNB,closest,-0.0049403966735676
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Adult,GaussianNB,closest,-0.0287166653957966
Encoded,encoded,GNN,Agglo,1,40,Adult,GaussianNB,closest,-0.0468174174376231
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,GaussianNB,closest,-0.1338900437506872
Original,original,,Agglo,4,40,Adult,GaussianNB,closest,0.0035583882766436
Decoded,decoded,MLP,KIP,3,40,Adult,GaussianNB,centroid,0.13930354839586673
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Adult,GaussianNB,centroid,0.05586369750299504
Encoded,encoded,MLP,KIP,1,40,Adult,GaussianNB,centroid,-0.06502456389730085
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Adult,GaussianNB,centroid,-0.1221658121709561
Original,original,,KIP,4,40,Adult,GaussianNB,centroid,0.14461866402842177
Decoded,decoded,GNN,KIP,4,40,Adult,GaussianNB,centroid,0.14986147277505862
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Adult,GaussianNB,centroid,0.11654705065735782
Encoded,encoded,GNN,KIP,1,40,Adult,GaussianNB,centroid,-0.01048723865956518
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Adult,GaussianNB,centroid,-0.12212069210027898
Original,original,,KIP,3,40,Adult,GaussianNB,centroid,0.14461866402842177
Decoded,decoded,MLP,KMeans,4,40,Adult,GaussianNB,centroid,0.025440876531616564
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Adult,GaussianNB,centroid,-0.00887746357199886
Encoded,encoded,MLP,KMeans,1,40,Adult,GaussianNB,centroid,-0.08385783921057517
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,GaussianNB,centroid,-0.11632222502060703
Original,original,,KMeans,2,40,Adult,GaussianNB,centroid,-0.04514929471017014
Decoded,decoded,GNN,KMeans,4,40,Adult,GaussianNB,centroid,0.05733992005067794
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Adult,GaussianNB,centroid,-0.0002759282414412596
Encoded,encoded,GNN,KMeans,1,40,Adult,GaussianNB,centroid,-0.07063196290025495
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,GaussianNB,centroid,-0.1332495539461375
Original,original,,KMeans,2,40,Adult,GaussianNB,centroid,-0.04514929471017014
Decoded,decoded,MLP,KMeans,3,40,Adult,GaussianNB,closest,-0.00508107947581234
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Adult,GaussianNB,closest,-0.06258523945307587
Encoded,encoded,MLP,KMeans,1,40,Adult,GaussianNB,closest,-0.08459387740008814
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,GaussianNB,closest,-0.1100886254310347
Original,original,,KMeans,4,40,Adult,GaussianNB,closest,0.00047919093185574
Decoded,decoded,GNN,KMeans,3,40,Adult,GaussianNB,closest,-0.00409654375237302
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Adult,GaussianNB,closest,-0.01889135036767834
Encoded,encoded,GNN,KMeans,1,40,Adult,GaussianNB,closest,-0.04949915645553068
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,GaussianNB,closest,-0.13373739588041555
Original,original,,KMeans,4,40,Adult,GaussianNB,closest,0.00047919093185574
Decoded,decoded,MLP,Agglo,4,40,Adult,KNeighborsClassifier,centroid,0.0300199824514563
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Adult,KNeighborsClassifier,centroid,0.0069133831170318
Encoded,encoded,MLP,Agglo,1,40,Adult,KNeighborsClassifier,centroid,-0.0349619679860437
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,KNeighborsClassifier,centroid,-0.0816700838552451
Original,original,,Agglo,2,40,Adult,KNeighborsClassifier,centroid,-0.0303723228199812
Decoded,decoded,GNN,Agglo,3,40,Adult,KNeighborsClassifier,centroid,0.0067035517834577
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Adult,KNeighborsClassifier,centroid,0.0164212171139384
Encoded,encoded,GNN,Agglo,2,40,Adult,KNeighborsClassifier,centroid,-0.0033715386813046
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,KNeighborsClassifier,centroid,-0.0759384680970272
Original,original,,Agglo,1,40,Adult,KNeighborsClassifier,centroid,-0.0303723228199812
Decoded,decoded,MLP,Agglo,2,40,Adult,KNeighborsClassifier,closest,-0.0023790602024063
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Adult,KNeighborsClassifier,closest,0.000838240584268
Encoded,encoded,MLP,Agglo,1,40,Adult,KNeighborsClassifier,closest,-0.0217410346427126
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,KNeighborsClassifier,closest,-0.0645188299723484
Original,original,,Agglo,4,40,Adult,KNeighborsClassifier,closest,0.0066878229080492
Decoded,decoded,GNN,Agglo,3,40,Adult,KNeighborsClassifier,closest,0.0145475826277825
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Adult,KNeighborsClassifier,closest,-0.0181811562377668
Encoded,encoded,GNN,Agglo,4,40,Adult,KNeighborsClassifier,closest,0.0251110817927283
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,KNeighborsClassifier,closest,-0.0761065365545166
Original,original,,Agglo,2,40,Adult,KNeighborsClassifier,closest,0.0066878229080492
Decoded,decoded,MLP,KIP,3,40,Adult,KNeighborsClassifier,centroid,0.08701942014416045
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Adult,KNeighborsClassifier,centroid,0.05417461302559683
Encoded,encoded,MLP,KIP,1,40,Adult,KNeighborsClassifier,centroid,0.04171897082713946
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Adult,KNeighborsClassifier,centroid,-0.03080803978754628
Original,original,,KIP,4,40,Adult,KNeighborsClassifier,centroid,0.2572257572267064
Decoded,decoded,GNN,KIP,3,40,Adult,KNeighborsClassifier,centroid,0.13926883237913742
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Adult,KNeighborsClassifier,centroid,0.12524378739929948
Encoded,encoded,GNN,KIP,1,40,Adult,KNeighborsClassifier,centroid,0.09188267994545321
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Adult,KNeighborsClassifier,centroid,-0.01306702087370928
Original,original,,KIP,4,40,Adult,KNeighborsClassifier,centroid,0.2572257572267064
Decoded,decoded,MLP,KMeans,4,40,Adult,KNeighborsClassifier,centroid,0.01661841110968428
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Adult,KNeighborsClassifier,centroid,0.0006335482539524201
Encoded,encoded,MLP,KMeans,1,40,Adult,KNeighborsClassifier,centroid,-0.0347084619044604
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,KNeighborsClassifier,centroid,-0.07357767237322022
Original,original,,KMeans,2,40,Adult,KNeighborsClassifier,centroid,-0.02893353750136778
Decoded,decoded,GNN,KMeans,3,40,Adult,KNeighborsClassifier,centroid,0.0013154492404105003
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Adult,KNeighborsClassifier,centroid,0.017900517846103976
Encoded,encoded,GNN,KMeans,2,40,Adult,KNeighborsClassifier,centroid,0.00061075494398552
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,KNeighborsClassifier,centroid,-0.06984975262953576
Original,original,,KMeans,1,40,Adult,KNeighborsClassifier,centroid,-0.02893353750136778
Decoded,decoded,MLP,KMeans,4,40,Adult,KNeighborsClassifier,closest,0.00863261699605314
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Adult,KNeighborsClassifier,closest,-0.004118483991326941
Encoded,encoded,MLP,KMeans,1,40,Adult,KNeighborsClassifier,closest,-0.016584865215063218
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,KNeighborsClassifier,closest,-0.05686985074246398
Original,original,,KMeans,3,40,Adult,KNeighborsClassifier,closest,-0.00011773605618252016
Decoded,decoded,GNN,KMeans,1,40,Adult,KNeighborsClassifier,closest,-0.00191345837156528
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Adult,KNeighborsClassifier,closest,0.01812171193622306
Encoded,encoded,GNN,KMeans,3,40,Adult,KNeighborsClassifier,closest,0.016808445755244178
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,KNeighborsClassifier,closest,-0.056442025331353805
Original,original,,KMeans,2,40,Adult,KNeighborsClassifier,closest,-0.00011773605618252016
Decoded,decoded,MLP,Agglo,4,40,Adult,LogisticRegression,centroid,0.1870346051457436
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,Adult,LogisticRegression,centroid,0.0521145763331741
Encoded,encoded,MLP,Agglo,3,40,Adult,LogisticRegression,centroid,0.0918803662181398
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Adult,LogisticRegression,centroid,0.0522493279380409
Original,original,,Agglo,2,40,Adult,LogisticRegression,centroid,0.0569861736139676
Decoded,decoded,GNN,Agglo,4,40,Adult,LogisticRegression,centroid,0.0909767524539573
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Adult,LogisticRegression,centroid,0.0770466730388927
Encoded,encoded,GNN,Agglo,2,40,Adult,LogisticRegression,centroid,0.0574123372345322
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,LogisticRegression,centroid,0.0255774106268538
Original,original,,Agglo,1,40,Adult,LogisticRegression,centroid,0.0569861736139676
Decoded,decoded,MLP,Agglo,3,40,Adult,LogisticRegression,closest,0.0837909130613143
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,Adult,LogisticRegression,closest,0.0451239867255042
Encoded,encoded,MLP,Agglo,2,40,Adult,LogisticRegression,closest,0.0745065586064604
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Adult,LogisticRegression,closest,0.0479523388864065
Original,original,,Agglo,4,40,Adult,LogisticRegression,closest,0.110052849392706
Decoded,decoded,GNN,Agglo,2,40,Adult,LogisticRegression,closest,0.076046025671021
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Adult,LogisticRegression,closest,0.0379791018621924
Encoded,encoded,GNN,Agglo,3,40,Adult,LogisticRegression,closest,0.0978293539286067
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,LogisticRegression,closest,0.0236978591424357
Original,original,,Agglo,4,40,Adult,LogisticRegression,closest,0.110052849392706
Decoded,decoded,MLP,KIP,4,40,Adult,LogisticRegression,centroid,0.11403430184571102
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Adult,LogisticRegression,centroid,0.10529541441844656
Encoded,encoded,MLP,KIP,1,40,Adult,LogisticRegression,centroid,0.08532089460874696
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Adult,LogisticRegression,centroid,0.036542979631221224
Original,original,,KIP,2,40,Adult,LogisticRegression,centroid,0.09705924695077031
Decoded,decoded,GNN,KIP,3,40,Adult,LogisticRegression,centroid,0.140212100893288
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Adult,LogisticRegression,centroid,0.1527376017786962
Encoded,encoded,GNN,KIP,1,40,Adult,LogisticRegression,centroid,0.09120354594024528
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Adult,LogisticRegression,centroid,0.031055321664528956
Original,original,,KIP,2,40,Adult,LogisticRegression,centroid,0.09705924695077031
Decoded,decoded,MLP,KMeans,2,40,Adult,LogisticRegression,centroid,0.10481915930060859
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Adult,LogisticRegression,centroid,0.11124497474543302
Encoded,encoded,MLP,KMeans,3,40,Adult,LogisticRegression,centroid,0.108572262244175
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Adult,LogisticRegression,centroid,0.050744155623725896
Original,original,,KMeans,0,40,Adult,LogisticRegression,centroid,0.04179793122365218
Decoded,decoded,GNN,KMeans,4,40,Adult,LogisticRegression,centroid,0.10475929597794775
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Adult,LogisticRegression,centroid,0.07456601113900956
Encoded,encoded,GNN,KMeans,2,40,Adult,LogisticRegression,centroid,0.05223308305634557
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,LogisticRegression,centroid,0.026463572035375905
Original,original,,KMeans,1,40,Adult,LogisticRegression,centroid,0.04179793122365218
Decoded,decoded,MLP,KMeans,1,40,Adult,LogisticRegression,closest,0.07067853003613264
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Adult,LogisticRegression,closest,0.08354667966755125
Encoded,encoded,MLP,KMeans,4,40,Adult,LogisticRegression,closest,0.10079810917045975
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,LogisticRegression,closest,0.04634622423824725
Original,original,,KMeans,3,40,Adult,LogisticRegression,closest,0.09155459721127036
Decoded,decoded,GNN,KMeans,1,40,Adult,LogisticRegression,closest,0.06257366602602078
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Adult,LogisticRegression,closest,0.07642395257390808
Encoded,encoded,GNN,KMeans,4,40,Adult,LogisticRegression,closest,0.09597895609394365
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,LogisticRegression,closest,0.01659523586790202
Original,original,,KMeans,3,40,Adult,LogisticRegression,closest,0.09155459721127036
Decoded,decoded,MLP,Agglo,4,40,Adult,MLPClassifier,centroid,0.1643524568729474
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Adult,MLPClassifier,centroid,0.0008756292046139
Encoded,encoded,MLP,Agglo,2,40,Adult,MLPClassifier,centroid,0.0105109644704109
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,MLPClassifier,centroid,-0.0121782512403871
Original,original,,Agglo,3,40,Adult,MLPClassifier,centroid,0.0570809527964493
Decoded,decoded,GNN,Agglo,4,40,Adult,MLPClassifier,centroid,0.0673177455971845
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Adult,MLPClassifier,centroid,0.06667387549074
Encoded,encoded,GNN,Agglo,1,40,Adult,MLPClassifier,centroid,0.0121672213456301
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,MLPClassifier,centroid,-0.0367323726688924
Original,original,,Agglo,2,40,Adult,MLPClassifier,centroid,0.0570809527964493
Decoded,decoded,MLP,Agglo,3,40,Adult,MLPClassifier,closest,0.0554110398610547
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Adult,MLPClassifier,closest,0.0152477133813567
Encoded,encoded,MLP,Agglo,2,40,Adult,MLPClassifier,closest,0.016410316812061
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,MLPClassifier,closest,-0.021311857603008
Original,original,,Agglo,4,40,Adult,MLPClassifier,closest,0.0619740898580577
Decoded,decoded,GNN,Agglo,2,40,Adult,MLPClassifier,closest,0.0327444091728544
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Adult,MLPClassifier,closest,-0.0085250581810534
Encoded,encoded,GNN,Agglo,3,40,Adult,MLPClassifier,closest,0.0406200823000849
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,MLPClassifier,closest,-0.0410114466015547
Original,original,,Agglo,4,40,Adult,MLPClassifier,closest,0.0619740898580577
Decoded,decoded,MLP,KIP,4,40,Adult,MLPClassifier,centroid,0.08699128303478097
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Adult,MLPClassifier,centroid,0.06635495396233541
Encoded,encoded,MLP,KIP,2,40,Adult,MLPClassifier,centroid,0.028387968406967362
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Adult,MLPClassifier,centroid,-0.022711144192041437
Original,original,,KIP,1,40,Adult,MLPClassifier,centroid,0.01398096936098762
Decoded,decoded,GNN,KIP,4,40,Adult,MLPClassifier,centroid,0.11152700817453076
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Adult,MLPClassifier,centroid,0.10304039705520188
Encoded,encoded,GNN,KIP,2,40,Adult,MLPClassifier,centroid,0.0450583018570994
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Adult,MLPClassifier,centroid,-0.026537243982519377
Original,original,,KIP,1,40,Adult,MLPClassifier,centroid,0.01398096936098762
Decoded,decoded,MLP,KMeans,3,40,Adult,MLPClassifier,centroid,0.04749114210817918
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Adult,MLPClassifier,centroid,0.04813998879809136
Encoded,encoded,MLP,KMeans,1,40,Adult,MLPClassifier,centroid,0.011659570439435581
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,MLPClassifier,centroid,-0.01683261734215898
Original,original,,KMeans,2,40,Adult,MLPClassifier,centroid,0.03244787570464122
Decoded,decoded,GNN,KMeans,4,40,Adult,MLPClassifier,centroid,0.055121006152252086
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Adult,MLPClassifier,centroid,0.02812737401250432
Encoded,encoded,GNN,KMeans,1,40,Adult,MLPClassifier,centroid,-0.00179054584388636
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,MLPClassifier,centroid,-0.040408124489169736
Original,original,,KMeans,3,40,Adult,MLPClassifier,centroid,0.03244787570464122
Decoded,decoded,MLP,KMeans,1,40,Adult,MLPClassifier,closest,0.017906495774204383
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Adult,MLPClassifier,closest,0.0257023203418899
Encoded,encoded,MLP,KMeans,2,40,Adult,MLPClassifier,closest,0.02120480196972908
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,MLPClassifier,closest,-0.02013469208505912
Original,original,,KMeans,4,40,Adult,MLPClassifier,closest,0.042892083050117755
Decoded,decoded,GNN,KMeans,1,40,Adult,MLPClassifier,closest,0.01258513617947952
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Adult,MLPClassifier,closest,0.02142237977463956
Encoded,encoded,GNN,KMeans,3,40,Adult,MLPClassifier,closest,0.03853171616693034
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,MLPClassifier,closest,-0.03916656539516258
Original,original,,KMeans,4,40,Adult,MLPClassifier,closest,0.042892083050117755
Decoded,decoded,MLP,Agglo,2,40,Adult,XGBClassifier,centroid,0.1314141326267859
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Adult,XGBClassifier,centroid,0.1071216627104737
Encoded,encoded,MLP,Agglo,3,40,Adult,XGBClassifier,centroid,0.1412860138094425
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,XGBClassifier,centroid,0.0670235374033775
Original,original,,Agglo,4,40,Adult,XGBClassifier,centroid,0.2622176646771023
Decoded,decoded,GNN,Agglo,2,40,Adult,XGBClassifier,centroid,0.1252329536378233
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Adult,XGBClassifier,centroid,0.1091657681748698
Encoded,encoded,GNN,Agglo,3,40,Adult,XGBClassifier,centroid,0.1388782881844363
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,XGBClassifier,centroid,0.077053039862724
Original,original,,Agglo,4,40,Adult,XGBClassifier,centroid,0.2622176646771023
Decoded,decoded,MLP,Agglo,1,40,Adult,XGBClassifier,closest,0.0976865743349519
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Adult,XGBClassifier,closest,0.1245554852658964
Encoded,encoded,MLP,Agglo,4,40,Adult,XGBClassifier,closest,0.1365444020652024
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Adult,XGBClassifier,closest,0.0684706825940945
Original,original,,Agglo,3,40,Adult,XGBClassifier,closest,0.1355273810891448
Decoded,decoded,GNN,Agglo,3,40,Adult,XGBClassifier,closest,0.1498236308849193
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Adult,XGBClassifier,closest,0.1190674761529618
Encoded,encoded,GNN,Agglo,4,40,Adult,XGBClassifier,closest,0.1778623341831747
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Adult,XGBClassifier,closest,0.0560192685948397
Original,original,,Agglo,2,40,Adult,XGBClassifier,closest,0.1355273810891448
Decoded,decoded,MLP,KIP,3,40,Adult,XGBClassifier,centroid,0.17587516637380432
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Adult,XGBClassifier,centroid,0.17755874347955633
Encoded,encoded,MLP,KIP,2,40,Adult,XGBClassifier,centroid,0.1374387815632818
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Adult,XGBClassifier,centroid,0.08639811436454228
Original,original,,KIP,1,40,Adult,XGBClassifier,centroid,0.12033973447483473
Decoded,decoded,GNN,KIP,4,40,Adult,XGBClassifier,centroid,0.21757756103505047
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Adult,XGBClassifier,centroid,0.20398325940794412
Encoded,encoded,GNN,KIP,2,40,Adult,XGBClassifier,centroid,0.19968433308164446
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Adult,XGBClassifier,centroid,0.06469245209298322
Original,original,,KIP,1,40,Adult,XGBClassifier,centroid,0.12033973447483473
Decoded,decoded,MLP,KMeans,2,40,Adult,XGBClassifier,centroid,0.1094946631557538
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Adult,XGBClassifier,centroid,0.09901798913443796
Encoded,encoded,MLP,KMeans,3,40,Adult,XGBClassifier,centroid,0.11808810241260584
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,XGBClassifier,centroid,0.07547509326178134
Original,original,,KMeans,4,40,Adult,XGBClassifier,centroid,0.2911255038197394
Decoded,decoded,GNN,KMeans,1,40,Adult,XGBClassifier,centroid,0.11550627802513884
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Adult,XGBClassifier,centroid,0.11867407769577096
Encoded,encoded,GNN,KMeans,2,40,Adult,XGBClassifier,centroid,0.11689864375984949
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,XGBClassifier,centroid,0.05664278199128414
Original,original,,KMeans,4,40,Adult,XGBClassifier,centroid,0.2911255038197394
Decoded,decoded,MLP,KMeans,1,40,Adult,XGBClassifier,closest,0.1207098534819298
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Adult,XGBClassifier,closest,0.12396430848060067
Encoded,encoded,MLP,KMeans,2,40,Adult,XGBClassifier,closest,0.12083359830884496
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Adult,XGBClassifier,closest,0.08365830495897757
Original,original,,KMeans,4,40,Adult,XGBClassifier,closest,0.13445553215822625
Decoded,decoded,GNN,KMeans,3,40,Adult,XGBClassifier,closest,0.13912423799964052
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Adult,XGBClassifier,closest,0.14552482580575543
Encoded,encoded,GNN,KMeans,2,40,Adult,XGBClassifier,closest,0.1349822297166424
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Adult,XGBClassifier,closest,0.06273010357233466
Original,original,,KMeans,1,40,Adult,XGBClassifier,closest,0.13445553215822625
Decoded,decoded,MLP,Agglo,0,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0588063233169038
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0290517207507301
Encoded,encoded,MLP,Agglo,4,40,AmazonEmployeeAccess,GaussianNB,centroid,0.0449931676394956
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,AmazonEmployeeAccess,GaussianNB,centroid,0.0135286558949662
Original,original,,Agglo,1,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0296039850342929
Decoded,decoded,GNN,Agglo,3,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0069153092898275
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0161415426436796
Encoded,encoded,GNN,Agglo,4,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0057678510880115
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0282135014428724
Original,original,,Agglo,0,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0296039850342929
Decoded,decoded,MLP,Agglo,1,40,AmazonEmployeeAccess,GaussianNB,closest,-0.0683985499970169
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,AmazonEmployeeAccess,GaussianNB,closest,-0.1010061542178004
Encoded,encoded,MLP,Agglo,3,40,AmazonEmployeeAccess,GaussianNB,closest,0.0019514793261065
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,AmazonEmployeeAccess,GaussianNB,closest,-0.0080533084195928
Original,original,,Agglo,4,40,AmazonEmployeeAccess,GaussianNB,closest,0.0253182977744985
Decoded,decoded,GNN,Agglo,3,40,AmazonEmployeeAccess,GaussianNB,closest,-0.0202933476529134
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,AmazonEmployeeAccess,GaussianNB,closest,-0.0392631528396862
Encoded,encoded,GNN,Agglo,0,40,AmazonEmployeeAccess,GaussianNB,closest,-0.0545060836385705
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,GaussianNB,closest,-0.0228793124273288
Original,original,,Agglo,4,40,AmazonEmployeeAccess,GaussianNB,closest,0.0253182977744985
Decoded,decoded,MLP,KIP,4,40,AmazonEmployeeAccess,GaussianNB,centroid,0.0448294529309297
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,AmazonEmployeeAccess,GaussianNB,centroid,0.010160644148254058
Encoded,encoded,MLP,KIP,2,40,AmazonEmployeeAccess,GaussianNB,centroid,0.02534667499064992
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,AmazonEmployeeAccess,GaussianNB,centroid,0.00291950620733404
Original,original,,KIP,3,40,AmazonEmployeeAccess,GaussianNB,centroid,0.039516510446453476
Decoded,decoded,GNN,KIP,2,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.010919407250888078
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,AmazonEmployeeAccess,GaussianNB,centroid,0.0057965193525337
Encoded,encoded,GNN,KIP,0,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.032714855545417476
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.030994468625713378
Original,original,,KIP,4,40,AmazonEmployeeAccess,GaussianNB,centroid,0.039516510446453476
Decoded,decoded,MLP,KMeans,1,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.055439475763674584
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.09517325381891857
Encoded,encoded,MLP,KMeans,4,40,AmazonEmployeeAccess,GaussianNB,centroid,0.04109937701096218
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.02233126834514268
Original,original,,KMeans,3,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.01134361025130578
Decoded,decoded,GNN,KMeans,3,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.014859911142932539
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.03582063271005336
Encoded,encoded,GNN,KMeans,1,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.0760174687232145
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.08682904255272716
Original,original,,KMeans,4,40,AmazonEmployeeAccess,GaussianNB,centroid,-0.01134361025130578
Decoded,decoded,MLP,KMeans,1,40,AmazonEmployeeAccess,GaussianNB,closest,-0.03234929879171279
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,AmazonEmployeeAccess,GaussianNB,closest,-0.01548872114801128
Encoded,encoded,MLP,KMeans,3,40,AmazonEmployeeAccess,GaussianNB,closest,0.030046815130440517
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,GaussianNB,closest,-0.045300223670673004
Original,original,,KMeans,4,40,AmazonEmployeeAccess,GaussianNB,closest,0.03251592398398638
Decoded,decoded,GNN,KMeans,3,40,AmazonEmployeeAccess,GaussianNB,closest,-0.03747611584307262
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,AmazonEmployeeAccess,GaussianNB,closest,-0.042840719413363045
Encoded,encoded,GNN,KMeans,1,40,AmazonEmployeeAccess,GaussianNB,closest,-0.05901791548246371
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,AmazonEmployeeAccess,GaussianNB,closest,-0.06907203592701096
Original,original,,KMeans,4,40,AmazonEmployeeAccess,GaussianNB,closest,0.03251592398398638
Decoded,decoded,MLP,Agglo,1,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0945906709587831
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1035422584106547
Encoded,encoded,MLP,Agglo,2,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0967884870289719
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0425077321214417
Original,original,,Agglo,4,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1333099791706117
Decoded,decoded,GNN,Agglo,4,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1386221043994193
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0966679290538408
Encoded,encoded,GNN,Agglo,0,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0404443602852996
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1070895663700057
Original,original,,Agglo,3,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1333099791706117
Decoded,decoded,MLP,Agglo,1,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0616714006185697
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.083803572555703
Encoded,encoded,MLP,Agglo,2,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0766395253424227
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0452944518083696
Original,original,,Agglo,4,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1433415388499654
Decoded,decoded,GNN,Agglo,2,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0751227671526857
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0676134570472764
Encoded,encoded,GNN,Agglo,1,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0711576090386923
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1105510320015148
Original,original,,Agglo,4,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1433415388499654
Decoded,decoded,MLP,KIP,3,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13080439310736602
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.17075781102064014
Encoded,encoded,MLP,KIP,1,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12513286625007897
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12673874897431045
Original,original,,KIP,0,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11679164299690718
Decoded,decoded,GNN,KIP,4,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11953531528119674
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11770094047844475
Encoded,encoded,GNN,KIP,0,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09089250773212147
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09421006122577794
Original,original,,KIP,2,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11679164299690718
Decoded,decoded,MLP,KMeans,2,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10707833112415581
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1147868459256454
Encoded,encoded,MLP,KMeans,1,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08536817521933986
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.04432468598119048
Original,original,,KMeans,3,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11178173325759018
Decoded,decoded,GNN,KMeans,0,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.055269582781038926
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06996048728144928
Encoded,encoded,GNN,KMeans,3,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08531502871930821
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0780569336615541
Original,original,,KMeans,4,40,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11178173325759018
Decoded,decoded,MLP,KMeans,2,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07838351322350572
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08667815438995147
Encoded,encoded,MLP,KMeans,4,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10311165814555323
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05619705863788432
Original,original,,KMeans,1,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07188777378021845
Decoded,decoded,GNN,KMeans,1,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05085501483304933
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08186732310799726
Encoded,encoded,GNN,KMeans,0,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05065101306570728
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07959161774916376
Original,original,,KMeans,2,40,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07188777378021845
Decoded,decoded,MLP,Agglo,4,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.1306176178100592
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0713244174884091
Encoded,encoded,MLP,Agglo,3,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0856881719537299
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0451427721043355
Original,original,,Agglo,0,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0085075018666047
Decoded,decoded,GNN,Agglo,4,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.1485925896592975
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.112055040726791
Encoded,encoded,GNN,Agglo,1,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0595678418984246
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0633004125371964
Original,original,,Agglo,0,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.0085075018666047
Decoded,decoded,MLP,Agglo,2,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0831059024307056
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0774169895834197
Encoded,encoded,MLP,Agglo,3,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0934247613013412
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0955637720934777
Original,original,,Agglo,0,40,AmazonEmployeeAccess,LogisticRegression,closest,0.062028758166595
Decoded,decoded,GNN,Agglo,4,40,AmazonEmployeeAccess,LogisticRegression,closest,0.1091387304022477
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,LogisticRegression,closest,0.079287745812195
Encoded,encoded,GNN,Agglo,1,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0661253885699286
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0827788873439413
Original,original,,Agglo,0,40,AmazonEmployeeAccess,LogisticRegression,closest,0.062028758166595
Decoded,decoded,MLP,KIP,2,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.1256808396623313
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.1218873369155962
Encoded,encoded,MLP,KIP,4,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.1416156716870721
Encoded-FT,encoded,MLP-MultiHead,KIP,3,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.13285958725841915
Original,original,,KIP,0,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.08762522538173577
Decoded,decoded,GNN,KIP,1,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.07918261557141086
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.08402678202464484
Encoded,encoded,GNN,KIP,4,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.10164242049924721
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.07438558527716764
Original,original,,KIP,3,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.08762522538173577
Decoded,decoded,MLP,KMeans,4,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.12377227231414908
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.11032620393606085
Encoded,encoded,MLP,KMeans,2,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.09353219086695401
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.05852905803687484
Original,original,,KMeans,0,40,AmazonEmployeeAccess,LogisticRegression,centroid,-0.004424922892780581
Decoded,decoded,GNN,KMeans,4,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.12189001946122979
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.09167242030124982
Encoded,encoded,GNN,KMeans,2,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.07280875940567563
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,AmazonEmployeeAccess,LogisticRegression,centroid,0.06657503431422947
Original,original,,KMeans,0,40,AmazonEmployeeAccess,LogisticRegression,centroid,-0.004424922892780581
Decoded,decoded,MLP,KMeans,1,40,AmazonEmployeeAccess,LogisticRegression,closest,0.08092997470103981
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,AmazonEmployeeAccess,LogisticRegression,closest,0.09629942829842933
Encoded,encoded,MLP,KMeans,4,40,AmazonEmployeeAccess,LogisticRegression,closest,0.15910816854306473
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,LogisticRegression,closest,0.10152387753029513
Original,original,,KMeans,0,40,AmazonEmployeeAccess,LogisticRegression,closest,0.07176767621929676
Decoded,decoded,GNN,KMeans,2,40,AmazonEmployeeAccess,LogisticRegression,closest,0.07480687268191326
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,AmazonEmployeeAccess,LogisticRegression,closest,0.06898166096838618
Encoded,encoded,GNN,KMeans,4,40,AmazonEmployeeAccess,LogisticRegression,closest,0.10249010491946924
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,AmazonEmployeeAccess,LogisticRegression,closest,0.0852251134812607
Original,original,,KMeans,1,40,AmazonEmployeeAccess,LogisticRegression,closest,0.07176767621929676
Decoded,decoded,MLP,Agglo,3,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0012992989940006
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0154794379095783
Encoded,encoded,MLP,Agglo,2,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0003207216990454
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0654545802682986
Original,original,,Agglo,0,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1034638627338483
Decoded,decoded,GNN,Agglo,4,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0715120489466446
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0148988564117326
Encoded,encoded,GNN,Agglo,1,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0600966815219852
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0340792449294857
Original,original,,Agglo,0,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1034638627338483
Decoded,decoded,MLP,Agglo,4,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0188391515714336
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,AmazonEmployeeAccess,MLPClassifier,closest,0.008947383177634
Encoded,encoded,MLP,Agglo,2,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.0072323085055531
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.0180021294826671
Original,original,,Agglo,0,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.0237033167000267
Decoded,decoded,GNN,Agglo,3,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0296103402316991
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0082710638591777
Encoded,encoded,GNN,Agglo,1,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0019284332437271
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0316974247210095
Original,original,,Agglo,0,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.0237033167000267
Decoded,decoded,MLP,KIP,2,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.04970994859562866
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.06151141297397902
Encoded,encoded,MLP,KIP,3,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.05162867128897972
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.03197301287605294
Original,original,,KIP,0,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.03538675002239586
Decoded,decoded,GNN,KIP,3,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.030026936519670217
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.03401304906494914
Encoded,encoded,GNN,KIP,2,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0038802538693464604
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.00042603330171712
Original,original,,KIP,0,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.03538675002239586
Decoded,decoded,MLP,KMeans,4,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.01879128266112836
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.0183411781359435
Encoded,encoded,MLP,KMeans,2,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.026362776588273358
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1022055942343949
Original,original,,KMeans,0,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11579010713745971
Decoded,decoded,GNN,KMeans,3,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.027912908672273595
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,AmazonEmployeeAccess,MLPClassifier,centroid,0.03316002508330894
Encoded,encoded,GNN,KMeans,2,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.024221258309529984
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.03191830554998985
Original,original,,KMeans,0,40,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11579010713745971
Decoded,decoded,MLP,KMeans,2,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0003709156707083196
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,MLPClassifier,closest,0.0021236016294576996
Encoded,encoded,MLP,KMeans,4,40,AmazonEmployeeAccess,MLPClassifier,closest,0.012468483451375719
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.05729402520776816
Original,original,,KMeans,1,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.00810242852658814
Decoded,decoded,GNN,KMeans,2,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.0097792080704248
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.007089795921158641
Encoded,encoded,GNN,KMeans,1,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.02074187237191136
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.02913083051875546
Original,original,,KMeans,3,40,AmazonEmployeeAccess,MLPClassifier,closest,-0.00810242852658814
Decoded,decoded,MLP,Agglo,2,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3467803736185166
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.34925763096044
Encoded,encoded,MLP,Agglo,0,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.325942603311757
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3274709821937918
Original,original,,Agglo,4,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,2,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3485107932547863
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.364159206212777
Encoded,encoded,GNN,Agglo,0,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.2937335039666542
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.2970531524062341
Original,original,,Agglo,4,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,1,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3167357249887809
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3355031718021465
Encoded,encoded,MLP,Agglo,2,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3213023214244967
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3364762951525432
Original,original,,Agglo,0,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3152092476667859
Decoded,decoded,GNN,Agglo,2,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3168745388716904
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3308966426055936
Encoded,encoded,GNN,Agglo,3,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3250959337040109
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,AmazonEmployeeAccess,XGBClassifier,closest,0.2851631728670202
Original,original,,Agglo,1,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3152092476667859
Decoded,decoded,MLP,KIP,0,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.34628425660411805
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.35500300446486294
Encoded,encoded,MLP,KIP,4,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3609564086376464
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.35424846544104793
Original,original,,KIP,1,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.35105013653201095
Decoded,decoded,GNN,KIP,2,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.32728282282784793
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.32281301579816085
Encoded,encoded,GNN,KIP,0,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3208396718667996
Encoded-FT,encoded,GNN-MultiHead,KIP,3,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3337646705357075
Original,original,,KIP,4,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.35105013653201095
Decoded,decoded,MLP,KMeans,2,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3552427911858889
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3635263670315127
Encoded,encoded,MLP,KMeans,1,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.32601609860729747
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.2942755436560155
Original,original,,KMeans,4,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,KMeans,2,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3429091776893764
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3485391264993801
Encoded,encoded,GNN,KMeans,1,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3215527568817459
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3132751709502476
Original,original,,KMeans,4,40,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,KMeans,2,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3284826121349956
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,AmazonEmployeeAccess,XGBClassifier,closest,0.33844716705585265
Encoded,encoded,MLP,KMeans,4,40,AmazonEmployeeAccess,XGBClassifier,closest,0.34943352526412674
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3215994401807243
Original,original,,KMeans,1,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3243864616531403
Decoded,decoded,GNN,KMeans,0,40,AmazonEmployeeAccess,XGBClassifier,closest,0.288535874831712
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3194736862121685
Encoded,encoded,GNN,KMeans,1,40,AmazonEmployeeAccess,XGBClassifier,closest,0.313138258627378
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,AmazonEmployeeAccess,XGBClassifier,closest,0.32389576408485526
Original,original,,KMeans,4,40,AmazonEmployeeAccess,XGBClassifier,closest,0.3243864616531403
Decoded,decoded,MLP,Agglo,1,40,BankMarketing,GaussianNB,centroid,0.0265454063991689
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,BankMarketing,GaussianNB,centroid,0.1117886193828993
Encoded,encoded,MLP,Agglo,2,40,BankMarketing,GaussianNB,centroid,0.0689798234528188
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,GaussianNB,centroid,-0.0409448545217001
Original,original,,Agglo,4,40,BankMarketing,GaussianNB,centroid,0.1439731260179623
Decoded,decoded,GNN,Agglo,2,40,BankMarketing,GaussianNB,centroid,0.1038135540175552
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,BankMarketing,GaussianNB,centroid,0.2501308926933232
Encoded,encoded,GNN,Agglo,1,40,BankMarketing,GaussianNB,centroid,-0.0410106874712533
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,GaussianNB,centroid,-0.1187689739176334
Original,original,,Agglo,3,40,BankMarketing,GaussianNB,centroid,0.1439731260179623
Decoded,decoded,MLP,Agglo,1,40,BankMarketing,GaussianNB,closest,0.032844014348932
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,BankMarketing,GaussianNB,closest,0.1721606742236608
Encoded,encoded,MLP,Agglo,2,40,BankMarketing,GaussianNB,closest,0.0775999633574097
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,GaussianNB,closest,-0.0206599112536494
Original,original,,Agglo,3,40,BankMarketing,GaussianNB,closest,0.1318115563483655
Decoded,decoded,GNN,Agglo,4,40,BankMarketing,GaussianNB,closest,0.1375695093589564
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,BankMarketing,GaussianNB,closest,0.1353444440304316
Encoded,encoded,GNN,Agglo,1,40,BankMarketing,GaussianNB,closest,-0.0317584334291176
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,GaussianNB,closest,-0.1220601795634201
Original,original,,Agglo,2,40,BankMarketing,GaussianNB,closest,0.1318115563483655
Decoded,decoded,MLP,KIP,2,40,BankMarketing,GaussianNB,centroid,0.17469661246027746
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,BankMarketing,GaussianNB,centroid,0.24733121028207578
Encoded,encoded,MLP,KIP,1,40,BankMarketing,GaussianNB,centroid,0.13471542271602002
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,BankMarketing,GaussianNB,centroid,0.0210230970558827
Original,original,,KIP,3,40,BankMarketing,GaussianNB,centroid,0.1794164078390989
Decoded,decoded,GNN,KIP,4,40,BankMarketing,GaussianNB,centroid,0.18748596631503225
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,BankMarketing,GaussianNB,centroid,0.17408511714362168
Encoded,encoded,GNN,KIP,1,40,BankMarketing,GaussianNB,centroid,0.06944298108090627
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,BankMarketing,GaussianNB,centroid,-0.07143255001941844
Original,original,,KIP,3,40,BankMarketing,GaussianNB,centroid,0.1794164078390989
Decoded,decoded,MLP,KMeans,2,40,BankMarketing,GaussianNB,centroid,-0.0032758888074118806
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,BankMarketing,GaussianNB,centroid,-0.004105766892742242
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,GaussianNB,centroid,0.05515723102784968
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,BankMarketing,GaussianNB,centroid,-0.0456564318276243
Original,original,,KMeans,3,40,BankMarketing,GaussianNB,centroid,0.027908487192693045
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,GaussianNB,centroid,0.08341134856956191
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,GaussianNB,centroid,0.1557619368613412
Encoded,encoded,GNN,KMeans,1,40,BankMarketing,GaussianNB,centroid,-0.03839468929866992
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,GaussianNB,centroid,-0.1205147400268604
Original,original,,KMeans,2,40,BankMarketing,GaussianNB,centroid,0.027908487192693045
Decoded,decoded,MLP,KMeans,1,40,BankMarketing,GaussianNB,closest,0.0045279814336354595
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,BankMarketing,GaussianNB,closest,0.02440243343324134
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,GaussianNB,closest,0.06815374512162374
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,BankMarketing,GaussianNB,closest,-0.04304152350700222
Original,original,,KMeans,2,40,BankMarketing,GaussianNB,closest,0.011940359176914338
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,GaussianNB,closest,0.04085881512767544
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,GaussianNB,closest,0.16779873320909994
Encoded,encoded,GNN,KMeans,1,40,BankMarketing,GaussianNB,closest,-0.022487799180932
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,GaussianNB,closest,-0.1118602550577599
Original,original,,KMeans,2,40,BankMarketing,GaussianNB,closest,0.011940359176914338
Decoded,decoded,MLP,Agglo,3,40,BankMarketing,KNeighborsClassifier,centroid,-0.0397118301966903
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,BankMarketing,KNeighborsClassifier,centroid,-0.0585084588055074
Encoded,encoded,MLP,Agglo,4,40,BankMarketing,KNeighborsClassifier,centroid,-0.0146319138749188
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,KNeighborsClassifier,centroid,-0.1441812077592068
Original,original,,Agglo,1,40,BankMarketing,KNeighborsClassifier,centroid,-0.1316446372502331
Decoded,decoded,GNN,Agglo,3,40,BankMarketing,KNeighborsClassifier,centroid,-0.0755215693410403
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,BankMarketing,KNeighborsClassifier,centroid,-0.0558480228372908
Encoded,encoded,GNN,Agglo,2,40,BankMarketing,KNeighborsClassifier,centroid,-0.1062643491255986
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,KNeighborsClassifier,centroid,-0.2066796752500087
Original,original,,Agglo,1,40,BankMarketing,KNeighborsClassifier,centroid,-0.1316446372502331
Decoded,decoded,MLP,Agglo,3,40,BankMarketing,KNeighborsClassifier,closest,-0.0126372321657871
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,BankMarketing,KNeighborsClassifier,closest,-0.04761554474088
Encoded,encoded,MLP,Agglo,4,40,BankMarketing,KNeighborsClassifier,closest,0.0124768833086197
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,KNeighborsClassifier,closest,-0.0684946113750252
Original,original,,Agglo,1,40,BankMarketing,KNeighborsClassifier,closest,-0.0561492012239424
Decoded,decoded,GNN,Agglo,1,40,BankMarketing,KNeighborsClassifier,closest,-0.0692555425211613
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,BankMarketing,KNeighborsClassifier,closest,-0.0396514977293052
Encoded,encoded,GNN,Agglo,2,40,BankMarketing,KNeighborsClassifier,closest,-0.0595362078689022
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,KNeighborsClassifier,closest,-0.1958403183489422
Original,original,,Agglo,3,40,BankMarketing,KNeighborsClassifier,closest,-0.0561492012239424
Decoded,decoded,MLP,KIP,1,40,BankMarketing,KNeighborsClassifier,centroid,0.08287135440259244
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,BankMarketing,KNeighborsClassifier,centroid,0.09478675860431318
Encoded,encoded,MLP,KIP,4,40,BankMarketing,KNeighborsClassifier,centroid,0.1290249821583666
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,BankMarketing,KNeighborsClassifier,centroid,-0.011143697096169258
Original,original,,KIP,3,40,BankMarketing,KNeighborsClassifier,centroid,0.11908567597528888
Decoded,decoded,GNN,KIP,4,40,BankMarketing,KNeighborsClassifier,centroid,0.1288129796753791
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,BankMarketing,KNeighborsClassifier,centroid,0.1076923573282332
Encoded,encoded,GNN,KIP,1,40,BankMarketing,KNeighborsClassifier,centroid,0.0566023399963607
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,BankMarketing,KNeighborsClassifier,centroid,-0.09068382818861927
Original,original,,KIP,3,40,BankMarketing,KNeighborsClassifier,centroid,0.11908567597528888
Decoded,decoded,MLP,KMeans,3,40,BankMarketing,KNeighborsClassifier,centroid,-0.05219784403379642
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,BankMarketing,KNeighborsClassifier,centroid,-0.06155657120586202
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,KNeighborsClassifier,centroid,-0.048988769772594906
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,BankMarketing,KNeighborsClassifier,centroid,-0.1668816696413476
Original,original,,KMeans,0,40,BankMarketing,KNeighborsClassifier,centroid,-0.16795078032142027
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,KNeighborsClassifier,centroid,-0.09730755878705274
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,KNeighborsClassifier,centroid,-0.03869275997486028
Encoded,encoded,GNN,KMeans,2,40,BankMarketing,KNeighborsClassifier,centroid,-0.10945235541824268
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,KNeighborsClassifier,centroid,-0.23116662343377553
Original,original,,KMeans,1,40,BankMarketing,KNeighborsClassifier,centroid,-0.16795078032142027
Decoded,decoded,MLP,KMeans,3,40,BankMarketing,KNeighborsClassifier,closest,-0.05388228135449284
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,BankMarketing,KNeighborsClassifier,closest,-0.07978549388093271
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,KNeighborsClassifier,closest,-0.021612509404766857
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,BankMarketing,KNeighborsClassifier,closest,-0.11059763987130786
Original,original,,KMeans,1,40,BankMarketing,KNeighborsClassifier,closest,-0.09144963110083833
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,KNeighborsClassifier,closest,-0.08231455348166719
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,KNeighborsClassifier,closest,-0.05940257306681211
Encoded,encoded,GNN,KMeans,1,40,BankMarketing,KNeighborsClassifier,closest,-0.09282037185448445
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,KNeighborsClassifier,closest,-0.20650416261761592
Original,original,,KMeans,2,40,BankMarketing,KNeighborsClassifier,closest,-0.09144963110083833
Decoded,decoded,MLP,Agglo,3,40,BankMarketing,LogisticRegression,centroid,0.1562886142676286
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,BankMarketing,LogisticRegression,centroid,0.1371693866244319
Encoded,encoded,MLP,Agglo,4,40,BankMarketing,LogisticRegression,centroid,0.2568095476505517
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,BankMarketing,LogisticRegression,centroid,0.1013884601488428
Original,original,,Agglo,0,40,BankMarketing,LogisticRegression,centroid,0.0569666635767876
Decoded,decoded,GNN,Agglo,3,40,BankMarketing,LogisticRegression,centroid,0.1066247303047712
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,BankMarketing,LogisticRegression,centroid,0.1069313997519077
Encoded,encoded,GNN,Agglo,1,40,BankMarketing,LogisticRegression,centroid,0.0797894464483696
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,BankMarketing,LogisticRegression,centroid,0.0829326502044821
Original,original,,Agglo,0,40,BankMarketing,LogisticRegression,centroid,0.0569666635767876
Decoded,decoded,MLP,Agglo,3,40,BankMarketing,LogisticRegression,closest,0.1601822413224245
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,BankMarketing,LogisticRegression,closest,0.1477557424012054
Encoded,encoded,MLP,Agglo,4,40,BankMarketing,LogisticRegression,closest,0.2533969806274698
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,BankMarketing,LogisticRegression,closest,0.0989367485729122
Original,original,,Agglo,0,40,BankMarketing,LogisticRegression,closest,0.0833570554269932
Decoded,decoded,GNN,Agglo,4,40,BankMarketing,LogisticRegression,closest,0.1865750359435562
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,BankMarketing,LogisticRegression,closest,0.1019685396350343
Encoded,encoded,GNN,Agglo,2,40,BankMarketing,LogisticRegression,closest,0.0928922621544485
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,LogisticRegression,closest,0.0539324697437396
Original,original,,Agglo,1,40,BankMarketing,LogisticRegression,closest,0.0833570554269932
Decoded,decoded,MLP,KIP,3,40,BankMarketing,LogisticRegression,centroid,0.23971246672636504
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,BankMarketing,LogisticRegression,centroid,0.23302259603717318
Encoded,encoded,MLP,KIP,4,40,BankMarketing,LogisticRegression,centroid,0.26320392810049464
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,BankMarketing,LogisticRegression,centroid,0.15431206961156185
Original,original,,KIP,1,40,BankMarketing,LogisticRegression,centroid,0.20579581227378396
Decoded,decoded,GNN,KIP,4,40,BankMarketing,LogisticRegression,centroid,0.2621647676134807
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,BankMarketing,LogisticRegression,centroid,0.2244563635933668
Encoded,encoded,GNN,KIP,1,40,BankMarketing,LogisticRegression,centroid,0.18641566900034742
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,BankMarketing,LogisticRegression,centroid,0.08153727260460499
Original,original,,KIP,2,40,BankMarketing,LogisticRegression,centroid,0.20579581227378396
Decoded,decoded,MLP,KMeans,3,40,BankMarketing,LogisticRegression,centroid,0.11651577476020669
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,BankMarketing,LogisticRegression,centroid,0.09422372604769351
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,LogisticRegression,centroid,0.24368492995985994
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,BankMarketing,LogisticRegression,centroid,0.09215974582224534
Original,original,,KMeans,0,40,BankMarketing,LogisticRegression,centroid,0.041872026650017616
Decoded,decoded,GNN,KMeans,1,40,BankMarketing,LogisticRegression,centroid,0.084368419648242
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,LogisticRegression,centroid,0.14349863933611698
Encoded,encoded,GNN,KMeans,2,40,BankMarketing,LogisticRegression,centroid,0.08688981158102707
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,BankMarketing,LogisticRegression,centroid,0.09291861675765797
Original,original,,KMeans,0,40,BankMarketing,LogisticRegression,centroid,0.041872026650017616
Decoded,decoded,MLP,KMeans,1,40,BankMarketing,LogisticRegression,closest,0.08904514768631501
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,BankMarketing,LogisticRegression,closest,0.08330017298686056
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,LogisticRegression,closest,0.2189702558457836
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,BankMarketing,LogisticRegression,closest,0.1029446210621588
Original,original,,KMeans,2,40,BankMarketing,LogisticRegression,closest,0.08904747458026448
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,LogisticRegression,closest,0.09795467286463544
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,LogisticRegression,closest,0.11786147823272915
Encoded,encoded,GNN,KMeans,2,40,BankMarketing,LogisticRegression,closest,0.0916280758471317
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,LogisticRegression,closest,0.0849052239654396
Original,original,,KMeans,1,40,BankMarketing,LogisticRegression,closest,0.08904747458026448
Decoded,decoded,MLP,Agglo,4,40,BankMarketing,MLPClassifier,centroid,0.0190322917966962
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,BankMarketing,MLPClassifier,centroid,0.0172048533476176
Encoded,encoded,MLP,Agglo,2,40,BankMarketing,MLPClassifier,centroid,0.0087761137647466
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,MLPClassifier,centroid,-0.0820442106636722
Original,original,,Agglo,1,40,BankMarketing,MLPClassifier,centroid,-0.0658631578100649
Decoded,decoded,GNN,Agglo,4,40,BankMarketing,MLPClassifier,centroid,0.0112985984971151
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,BankMarketing,MLPClassifier,centroid,-0.0280047345373055
Encoded,encoded,GNN,Agglo,1,40,BankMarketing,MLPClassifier,centroid,-0.0929069528759811
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,MLPClassifier,centroid,-0.1164351484279828
Original,original,,Agglo,2,40,BankMarketing,MLPClassifier,centroid,-0.0658631578100649
Decoded,decoded,MLP,Agglo,2,40,BankMarketing,MLPClassifier,closest,0.00843678341041
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,BankMarketing,MLPClassifier,closest,0.063891675264128
Encoded,encoded,MLP,Agglo,3,40,BankMarketing,MLPClassifier,closest,0.0628952833676586
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,MLPClassifier,closest,-0.0834246208452514
Original,original,,Agglo,1,40,BankMarketing,MLPClassifier,closest,-0.0345957574470202
Decoded,decoded,GNN,Agglo,4,40,BankMarketing,MLPClassifier,closest,0.0618101114487201
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,BankMarketing,MLPClassifier,closest,-0.015677866753103
Encoded,encoded,GNN,Agglo,0,40,BankMarketing,MLPClassifier,closest,-0.0997513563531787
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,BankMarketing,MLPClassifier,closest,-0.0937056751586644
Original,original,,Agglo,2,40,BankMarketing,MLPClassifier,closest,-0.0345957574470202
Decoded,decoded,MLP,KIP,2,40,BankMarketing,MLPClassifier,centroid,0.07440915852328432
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,BankMarketing,MLPClassifier,centroid,0.11528500025770043
Encoded,encoded,MLP,KIP,4,40,BankMarketing,MLPClassifier,centroid,0.14147900963203663
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,BankMarketing,MLPClassifier,centroid,-0.0181616219454681
Original,original,,KIP,1,40,BankMarketing,MLPClassifier,centroid,0.02397373422180884
Decoded,decoded,GNN,KIP,4,40,BankMarketing,MLPClassifier,centroid,0.1237766604470997
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,BankMarketing,MLPClassifier,centroid,0.0978272132219075
Encoded,encoded,GNN,KIP,2,40,BankMarketing,MLPClassifier,centroid,0.044099897187967266
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,BankMarketing,MLPClassifier,centroid,-0.08036731095739118
Original,original,,KIP,1,40,BankMarketing,MLPClassifier,centroid,0.02397373422180884
Decoded,decoded,MLP,KMeans,3,40,BankMarketing,MLPClassifier,centroid,-0.013028944968600742
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,BankMarketing,MLPClassifier,centroid,-0.011681991151193779
Encoded,encoded,MLP,KMeans,2,40,BankMarketing,MLPClassifier,centroid,-0.03330514021434108
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,BankMarketing,MLPClassifier,centroid,-0.12274687177036589
Original,original,,KMeans,1,40,BankMarketing,MLPClassifier,centroid,-0.08491442708136267
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,MLPClassifier,centroid,-0.026619289515526202
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,MLPClassifier,centroid,0.01029103461795248
Encoded,encoded,GNN,KMeans,1,40,BankMarketing,MLPClassifier,centroid,-0.0912886241509665
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,MLPClassifier,centroid,-0.11654517011354601
Original,original,,KMeans,2,40,BankMarketing,MLPClassifier,centroid,-0.08491442708136267
Decoded,decoded,MLP,KMeans,3,40,BankMarketing,MLPClassifier,closest,-0.030859846434394617
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,BankMarketing,MLPClassifier,closest,-0.03702815131095016
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,MLPClassifier,closest,-0.0130681213879117
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,BankMarketing,MLPClassifier,closest,-0.12098116224966186
Original,original,,KMeans,1,40,BankMarketing,MLPClassifier,closest,-0.05718145474706472
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,MLPClassifier,closest,-0.014543776445944961
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,BankMarketing,MLPClassifier,closest,-0.005228994363660241
Encoded,encoded,GNN,KMeans,1,40,BankMarketing,MLPClassifier,closest,-0.08651324207660643
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,MLPClassifier,closest,-0.09202403853172138
Original,original,,KMeans,2,40,BankMarketing,MLPClassifier,closest,-0.05718145474706472
Decoded,decoded,MLP,Agglo,3,40,BankMarketing,XGBClassifier,centroid,0.2281975381635465
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,BankMarketing,XGBClassifier,centroid,0.1522565582575677
Encoded,encoded,MLP,Agglo,2,40,BankMarketing,XGBClassifier,centroid,0.2139741866251207
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,XGBClassifier,centroid,0.1288853950286418
Original,original,,Agglo,4,40,BankMarketing,XGBClassifier,centroid,0.3319382784917287
Decoded,decoded,GNN,Agglo,1,40,BankMarketing,XGBClassifier,centroid,0.1232292463637479
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,BankMarketing,XGBClassifier,centroid,0.1260624521817512
Encoded,encoded,GNN,Agglo,3,40,BankMarketing,XGBClassifier,centroid,0.1578890520256288
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,XGBClassifier,centroid,0.123050395318383
Original,original,,Agglo,4,40,BankMarketing,XGBClassifier,centroid,0.3319382784917287
Decoded,decoded,MLP,Agglo,2,40,BankMarketing,XGBClassifier,closest,0.2109452334068721
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,BankMarketing,XGBClassifier,closest,0.2185817600219478
Encoded,encoded,MLP,Agglo,4,40,BankMarketing,XGBClassifier,closest,0.2329789562783663
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,BankMarketing,XGBClassifier,closest,0.1180832424580616
Original,original,,Agglo,1,40,BankMarketing,XGBClassifier,closest,0.118722550463467
Decoded,decoded,GNN,Agglo,3,40,BankMarketing,XGBClassifier,closest,0.143351678602794
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,BankMarketing,XGBClassifier,closest,0.1141264916195956
Encoded,encoded,GNN,Agglo,4,40,BankMarketing,XGBClassifier,closest,0.1735423358196839
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,BankMarketing,XGBClassifier,closest,0.0906976304677073
Original,original,,Agglo,2,40,BankMarketing,XGBClassifier,closest,0.118722550463467
Decoded,decoded,MLP,KIP,1,40,BankMarketing,XGBClassifier,centroid,0.22854082203144493
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,BankMarketing,XGBClassifier,centroid,0.2392314836914505
Encoded,encoded,MLP,KIP,3,40,BankMarketing,XGBClassifier,centroid,0.30843009208263095
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,BankMarketing,XGBClassifier,centroid,0.21695255090527535
Original,original,,KIP,4,40,BankMarketing,XGBClassifier,centroid,0.30931400924343244
Decoded,decoded,GNN,KIP,3,40,BankMarketing,XGBClassifier,centroid,0.2751814950120083
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,BankMarketing,XGBClassifier,centroid,0.24862993716183035
Encoded,encoded,GNN,KIP,1,40,BankMarketing,XGBClassifier,centroid,0.22831023059269023
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,BankMarketing,XGBClassifier,centroid,0.15231230371285498
Original,original,,KIP,4,40,BankMarketing,XGBClassifier,centroid,0.30931400924343244
Decoded,decoded,MLP,KMeans,2,40,BankMarketing,XGBClassifier,centroid,0.1941615709554913
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,BankMarketing,XGBClassifier,centroid,0.12896537110840964
Encoded,encoded,MLP,KMeans,3,40,BankMarketing,XGBClassifier,centroid,0.20949883033418856
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,BankMarketing,XGBClassifier,centroid,0.13442669854362174
Original,original,,KMeans,4,40,BankMarketing,XGBClassifier,centroid,0.3865929301395801
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,XGBClassifier,centroid,0.14262653711459566
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,BankMarketing,XGBClassifier,centroid,0.11656274574027248
Encoded,encoded,GNN,KMeans,2,40,BankMarketing,XGBClassifier,centroid,0.14125004740366226
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,XGBClassifier,centroid,0.10259716999823146
Original,original,,KMeans,4,40,BankMarketing,XGBClassifier,centroid,0.3865929301395801
Decoded,decoded,MLP,KMeans,3,40,BankMarketing,XGBClassifier,closest,0.14064986384666917
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,BankMarketing,XGBClassifier,closest,0.12129024570929581
Encoded,encoded,MLP,KMeans,4,40,BankMarketing,XGBClassifier,closest,0.22563487427672638
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,BankMarketing,XGBClassifier,closest,0.13895897677677368
Original,original,,KMeans,1,40,BankMarketing,XGBClassifier,closest,0.12274218077372534
Decoded,decoded,GNN,KMeans,3,40,BankMarketing,XGBClassifier,closest,0.13214581579293525
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,BankMarketing,XGBClassifier,closest,0.12081331793220147
Encoded,encoded,GNN,KMeans,4,40,BankMarketing,XGBClassifier,closest,0.15005112086037736
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,BankMarketing,XGBClassifier,closest,0.10280260464194177
Original,original,,KMeans,2,40,BankMarketing,XGBClassifier,closest,0.12274218077372534
Decoded,decoded,MLP,Agglo,2,40,Credit,GaussianNB,centroid,0.0252600297176819
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,40,Credit,GaussianNB,centroid,-0.0542347696879644
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Credit,GaussianNB,centroid,-0.0631500742942052
Original,original,,Agglo,3,40,Credit,GaussianNB,centroid,0.0490341753343238
Decoded,decoded,GNN,Agglo,2,40,Credit,GaussianNB,centroid,0.0222882615156015
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,GaussianNB,centroid,0.0549777117384843
Encoded,encoded,GNN,Agglo,0,40,Credit,GaussianNB,centroid,-0.0401188707280833
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Credit,GaussianNB,centroid,-0.0297176820208023
Original,original,,Agglo,3,40,Credit,GaussianNB,centroid,0.0490341753343238
Decoded,decoded,MLP,Agglo,2,40,Credit,GaussianNB,closest,0.0497771173848437
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,40,Credit,GaussianNB,closest,-0.0624071322436851
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Credit,GaussianNB,closest,-0.0683506686478455
Original,original,,Agglo,4,40,Credit,GaussianNB,closest,0.0586924219910845
Decoded,decoded,GNN,Agglo,2,40,Credit,GaussianNB,closest,0.0252600297176819
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Credit,GaussianNB,closest,0.0557206537890043
Encoded,encoded,GNN,Agglo,0,40,Credit,GaussianNB,closest,-0.035661218424963
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Credit,GaussianNB,closest,-0.0133729569093612
Original,original,,Agglo,4,40,Credit,GaussianNB,closest,0.0586924219910845
Decoded,decoded,MLP,KIP,4,40,Credit,GaussianNB,centroid,0.05809806835066848
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Credit,GaussianNB,centroid,0.05126300148588392
Encoded,encoded,MLP,KIP,1,40,Credit,GaussianNB,centroid,-0.00817236255572082
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Credit,GaussianNB,centroid,-0.019019316493313638
Original,original,,KIP,2,40,Credit,GaussianNB,centroid,0.04977711738484382
Decoded,decoded,GNN,KIP,4,40,Credit,GaussianNB,centroid,0.05765230312035644
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Credit,GaussianNB,centroid,0.05690936106983635
Encoded,encoded,GNN,KIP,1,40,Credit,GaussianNB,centroid,0.002674591381872
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Credit,GaussianNB,centroid,-0.044130757800891665
Original,original,,KIP,2,40,Credit,GaussianNB,centroid,0.04977711738484382
Decoded,decoded,MLP,KMeans,2,40,Credit,GaussianNB,centroid,0.028083209509658064
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Credit,GaussianNB,centroid,0.04918276374442774
Encoded,encoded,MLP,KMeans,1,40,Credit,GaussianNB,centroid,-0.02347696879643392
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,GaussianNB,centroid,-0.06062407132243702
Original,original,,KMeans,3,40,Credit,GaussianNB,centroid,0.04695393759286763
Decoded,decoded,GNN,KMeans,4,40,Credit,GaussianNB,centroid,0.05943536404160452
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Credit,GaussianNB,centroid,0.056612184249628314
Encoded,encoded,GNN,KMeans,0,40,Credit,GaussianNB,centroid,-0.02704309063893026
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Credit,GaussianNB,centroid,-0.00356612184249638
Original,original,,KMeans,2,40,Credit,GaussianNB,centroid,0.04695393759286763
Decoded,decoded,MLP,KMeans,2,40,Credit,GaussianNB,closest,0.028083209509658064
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Credit,GaussianNB,closest,0.05037147102525984
Encoded,encoded,MLP,KMeans,1,40,Credit,GaussianNB,closest,-0.01797919762258554
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,GaussianNB,closest,-0.057503714710252604
Original,original,,KMeans,4,40,Credit,GaussianNB,closest,0.058989598811292496
Decoded,decoded,GNN,KMeans,2,40,Credit,GaussianNB,closest,0.04903417533432368
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Credit,GaussianNB,closest,0.055720653789004315
Encoded,encoded,GNN,KMeans,0,40,Credit,GaussianNB,closest,-0.02496285289747404
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Credit,GaussianNB,closest,0.0004457652303119002
Original,original,,KMeans,4,40,Credit,GaussianNB,closest,0.058989598811292496
Decoded,decoded,MLP,Agglo,3,40,Credit,KNeighborsClassifier,centroid,0.1635572139303484
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Credit,KNeighborsClassifier,centroid,0.2033582089552239
Encoded,encoded,MLP,Agglo,2,40,Credit,KNeighborsClassifier,centroid,0.154228855721393
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Credit,KNeighborsClassifier,centroid,0.1386815920398009
Original,original,,Agglo,0,40,Credit,KNeighborsClassifier,centroid,0.1212686567164178
Decoded,decoded,GNN,Agglo,3,40,Credit,KNeighborsClassifier,centroid,0.1840796019900497
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,KNeighborsClassifier,centroid,0.1965174129353234
Encoded,encoded,GNN,Agglo,2,40,Credit,KNeighborsClassifier,centroid,0.1722636815920398
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Credit,KNeighborsClassifier,centroid,0.1237562189054726
Original,original,,Agglo,0,40,Credit,KNeighborsClassifier,centroid,0.1212686567164178
Decoded,decoded,MLP,Agglo,3,40,Credit,KNeighborsClassifier,closest,0.1784825870646766
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Credit,KNeighborsClassifier,closest,0.1853233830845772
Encoded,encoded,MLP,Agglo,2,40,Credit,KNeighborsClassifier,closest,0.1616915422885573
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Credit,KNeighborsClassifier,closest,0.1424129353233829
Original,original,,Agglo,0,40,Credit,KNeighborsClassifier,closest,0.1200248756218904
Decoded,decoded,GNN,Agglo,3,40,Credit,KNeighborsClassifier,closest,0.1921641791044775
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,KNeighborsClassifier,closest,0.23818407960199
Encoded,encoded,GNN,Agglo,2,40,Credit,KNeighborsClassifier,closest,0.1592039800995025
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Credit,KNeighborsClassifier,closest,0.1349502487562189
Original,original,,Agglo,0,40,Credit,KNeighborsClassifier,closest,0.1200248756218904
Decoded,decoded,MLP,KIP,4,40,Credit,KNeighborsClassifier,centroid,0.21106965174129355
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Credit,KNeighborsClassifier,centroid,0.19713930348258704
Encoded,encoded,MLP,KIP,1,40,Credit,KNeighborsClassifier,centroid,0.17014925373134324
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Credit,KNeighborsClassifier,centroid,0.16940298507462684
Original,original,,KIP,3,40,Credit,KNeighborsClassifier,centroid,0.19900497512437812
Decoded,decoded,GNN,KIP,2,40,Credit,KNeighborsClassifier,centroid,0.19129353233830843
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Credit,KNeighborsClassifier,centroid,0.20758706467661686
Encoded,encoded,GNN,KIP,1,40,Credit,KNeighborsClassifier,centroid,0.17189054726368158
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Credit,KNeighborsClassifier,centroid,0.14266169154228847
Original,original,,KIP,3,40,Credit,KNeighborsClassifier,centroid,0.19900497512437812
Decoded,decoded,MLP,KMeans,3,40,Credit,KNeighborsClassifier,centroid,0.18694029850746277
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,KNeighborsClassifier,centroid,0.16616915422885564
Encoded,encoded,MLP,KMeans,2,40,Credit,KNeighborsClassifier,centroid,0.17649253731343278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,KNeighborsClassifier,centroid,0.13731343283582084
Original,original,,KMeans,4,40,Credit,KNeighborsClassifier,centroid,0.18756218905472638
Decoded,decoded,GNN,KMeans,2,40,Credit,KNeighborsClassifier,centroid,0.17537313432835816
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Credit,KNeighborsClassifier,centroid,0.2054726368159204
Encoded,encoded,GNN,KMeans,1,40,Credit,KNeighborsClassifier,centroid,0.14689054726368153
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Credit,KNeighborsClassifier,centroid,0.14477611940298513
Original,original,,KMeans,3,40,Credit,KNeighborsClassifier,centroid,0.18756218905472638
Decoded,decoded,MLP,KMeans,4,40,Credit,KNeighborsClassifier,closest,0.18768656716417914
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Credit,KNeighborsClassifier,closest,0.1686567164179104
Encoded,encoded,MLP,KMeans,1,40,Credit,KNeighborsClassifier,closest,0.15360696517412936
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,KNeighborsClassifier,closest,0.13507462686567165
Original,original,,KMeans,3,40,Credit,KNeighborsClassifier,closest,0.16977611940298504
Decoded,decoded,GNN,KMeans,3,40,Credit,KNeighborsClassifier,closest,0.17699004975124372
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Credit,KNeighborsClassifier,closest,0.23097014925373133
Encoded,encoded,GNN,KMeans,1,40,Credit,KNeighborsClassifier,closest,0.16181592039800993
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Credit,KNeighborsClassifier,closest,0.15845771144278606
Original,original,,KMeans,2,40,Credit,KNeighborsClassifier,closest,0.16977611940298504
Decoded,decoded,MLP,Agglo,4,40,Credit,LogisticRegression,centroid,0.2263215859030838
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Credit,LogisticRegression,centroid,0.2142070484581498
Encoded,encoded,MLP,Agglo,2,40,Credit,LogisticRegression,centroid,0.2142070484581498
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Credit,LogisticRegression,centroid,0.1954845814977973
Original,original,,Agglo,1,40,Credit,LogisticRegression,centroid,0.2075991189427313
Decoded,decoded,GNN,Agglo,1,40,Credit,LogisticRegression,centroid,0.1987885462555065
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,LogisticRegression,centroid,0.2345814977973569
Encoded,encoded,GNN,Agglo,3,40,Credit,LogisticRegression,centroid,0.2345814977973569
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Credit,LogisticRegression,centroid,0.197136563876652
Original,original,,Agglo,2,40,Credit,LogisticRegression,centroid,0.2075991189427313
Decoded,decoded,MLP,Agglo,3,40,Credit,LogisticRegression,closest,0.2285242290748899
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Credit,LogisticRegression,closest,0.2131057268722467
Encoded,encoded,MLP,Agglo,4,40,Credit,LogisticRegression,closest,0.2444933920704846
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Credit,LogisticRegression,closest,0.1866740088105726
Original,original,,Agglo,1,40,Credit,LogisticRegression,closest,0.1987885462555065
Decoded,decoded,GNN,Agglo,1,40,Credit,LogisticRegression,closest,0.2075991189427313
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Credit,LogisticRegression,closest,0.2147577092511014
Encoded,encoded,GNN,Agglo,2,40,Credit,LogisticRegression,closest,0.2098017621145374
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,Credit,LogisticRegression,closest,0.217511013215859
Original,original,,Agglo,0,40,Credit,LogisticRegression,closest,0.1987885462555065
Decoded,decoded,MLP,KIP,4,40,Credit,LogisticRegression,centroid,0.2681718061674009
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Credit,LogisticRegression,centroid,0.2612334801762114
Encoded,encoded,MLP,KIP,1,40,Credit,LogisticRegression,centroid,0.25088105726872245
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Credit,LogisticRegression,centroid,0.2363436123348018
Original,original,,KIP,3,40,Credit,LogisticRegression,centroid,0.2677312775330397
Decoded,decoded,GNN,KIP,2,40,Credit,LogisticRegression,centroid,0.25969162995594713
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Credit,LogisticRegression,centroid,0.26894273127753304
Encoded,encoded,GNN,KIP,1,40,Credit,LogisticRegression,centroid,0.2561674008810572
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Credit,LogisticRegression,centroid,0.2366740088105727
Original,original,,KIP,3,40,Credit,LogisticRegression,centroid,0.2677312775330397
Decoded,decoded,MLP,KMeans,3,40,Credit,LogisticRegression,centroid,0.21618942731277535
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,LogisticRegression,centroid,0.21035242290748904
Encoded,encoded,MLP,KMeans,4,40,Credit,LogisticRegression,centroid,0.226431718061674
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,LogisticRegression,centroid,0.20638766519823787
Original,original,,KMeans,2,40,Credit,LogisticRegression,centroid,0.21552863436123348
Decoded,decoded,GNN,KMeans,4,40,Credit,LogisticRegression,centroid,0.23711453744493388
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Credit,LogisticRegression,centroid,0.23226872246696034
Encoded,encoded,GNN,KMeans,3,40,Credit,LogisticRegression,centroid,0.23281938325991192
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Credit,LogisticRegression,centroid,0.21530837004405284
Original,original,,KMeans,1,40,Credit,LogisticRegression,centroid,0.21552863436123348
Decoded,decoded,MLP,KMeans,3,40,Credit,LogisticRegression,closest,0.21343612334801762
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,LogisticRegression,closest,0.2077092511013216
Encoded,encoded,MLP,KMeans,4,40,Credit,LogisticRegression,closest,0.23314977973568282
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,Credit,LogisticRegression,closest,0.20980176211453747
Original,original,,KMeans,0,40,Credit,LogisticRegression,closest,0.2041850220264317
Decoded,decoded,GNN,KMeans,3,40,Credit,LogisticRegression,closest,0.23171806167400882
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Credit,LogisticRegression,closest,0.2233480176211454
Encoded,encoded,GNN,KMeans,4,40,Credit,LogisticRegression,closest,0.23579295154185026
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,Credit,LogisticRegression,closest,0.22533039647577097
Original,original,,KMeans,0,40,Credit,LogisticRegression,closest,0.2041850220264317
Decoded,decoded,MLP,Agglo,3,40,Credit,MLPClassifier,centroid,0.2549333333333332
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Credit,MLPClassifier,centroid,0.3013333333333333
Encoded,encoded,MLP,Agglo,1,40,Credit,MLPClassifier,centroid,0.2362666666666665
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Credit,MLPClassifier,centroid,0.2277333333333333
Original,original,,Agglo,2,40,Credit,MLPClassifier,centroid,0.2367999999999999
Decoded,decoded,GNN,Agglo,2,40,Credit,MLPClassifier,centroid,0.2474666666666665
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,MLPClassifier,centroid,0.2762666666666665
Encoded,encoded,GNN,Agglo,1,40,Credit,MLPClassifier,centroid,0.2458666666666665
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Credit,MLPClassifier,centroid,0.2533333333333333
Original,original,,Agglo,0,40,Credit,MLPClassifier,centroid,0.2367999999999999
Decoded,decoded,MLP,Agglo,3,40,Credit,MLPClassifier,closest,0.2655999999999998
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Credit,MLPClassifier,closest,0.2789333333333332
Encoded,encoded,MLP,Agglo,0,40,Credit,MLPClassifier,closest,0.2496
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Credit,MLPClassifier,closest,0.2554666666666665
Original,original,,Agglo,1,40,Credit,MLPClassifier,closest,0.2506666666666667
Decoded,decoded,GNN,Agglo,0,40,Credit,MLPClassifier,closest,0.2373333333333332
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,MLPClassifier,closest,0.2773333333333332
Encoded,encoded,GNN,Agglo,2,40,Credit,MLPClassifier,closest,0.2554666666666665
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Credit,MLPClassifier,closest,0.2575999999999999
Original,original,,Agglo,1,40,Credit,MLPClassifier,closest,0.2506666666666667
Decoded,decoded,MLP,KIP,3,40,Credit,MLPClassifier,centroid,0.2878933333333332
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Credit,MLPClassifier,centroid,0.28938666666666657
Encoded,encoded,MLP,KIP,1,40,Credit,MLPClassifier,centroid,0.2691199999999999
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Credit,MLPClassifier,centroid,0.26229333333333327
Original,original,,KIP,2,40,Credit,MLPClassifier,centroid,0.2817066666666666
Decoded,decoded,GNN,KIP,3,40,Credit,MLPClassifier,centroid,0.2861866666666666
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Credit,MLPClassifier,centroid,0.29983999999999994
Encoded,encoded,GNN,KIP,1,40,Credit,MLPClassifier,centroid,0.2810666666666665
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Credit,MLPClassifier,centroid,0.27477333333333326
Original,original,,KIP,2,40,Credit,MLPClassifier,centroid,0.2817066666666666
Decoded,decoded,MLP,KMeans,3,40,Credit,MLPClassifier,centroid,0.2594133333333333
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,MLPClassifier,centroid,0.2426666666666666
Encoded,encoded,MLP,KMeans,2,40,Credit,MLPClassifier,centroid,0.25034666666666655
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,MLPClassifier,centroid,0.22997333333333322
Original,original,,KMeans,4,40,Credit,MLPClassifier,centroid,0.2674133333333332
Decoded,decoded,GNN,KMeans,3,40,Credit,MLPClassifier,centroid,0.26773333333333327
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Credit,MLPClassifier,centroid,0.2752
Encoded,encoded,GNN,KMeans,0,40,Credit,MLPClassifier,centroid,0.2515199999999999
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Credit,MLPClassifier,centroid,0.25845333333333326
Original,original,,KMeans,2,40,Credit,MLPClassifier,centroid,0.2674133333333332
Decoded,decoded,MLP,KMeans,3,40,Credit,MLPClassifier,closest,0.25738666666666654
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,MLPClassifier,closest,0.2430933333333333
Encoded,encoded,MLP,KMeans,4,40,Credit,MLPClassifier,closest,0.26079999999999987
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,MLPClassifier,closest,0.23946666666666655
Original,original,,KMeans,2,40,Credit,MLPClassifier,closest,0.2559999999999999
Decoded,decoded,GNN,KMeans,3,40,Credit,MLPClassifier,closest,0.27231999999999995
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Credit,MLPClassifier,closest,0.28330666666666665
Encoded,encoded,GNN,KMeans,1,40,Credit,MLPClassifier,closest,0.2579199999999999
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,Credit,MLPClassifier,closest,0.2611199999999999
Original,original,,KMeans,0,40,Credit,MLPClassifier,closest,0.2559999999999999
Decoded,decoded,MLP,Agglo,0,40,Credit,XGBClassifier,centroid,0.2511873350923482
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Credit,XGBClassifier,centroid,0.3065963060686015
Encoded,encoded,MLP,Agglo,3,40,Credit,XGBClassifier,centroid,0.2981530343007915
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Credit,XGBClassifier,centroid,0.2817941952506596
Original,original,,Agglo,1,40,Credit,XGBClassifier,centroid,0.279155672823219
Decoded,decoded,GNN,Agglo,0,40,Credit,XGBClassifier,centroid,0.2728232189973614
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,XGBClassifier,centroid,0.3240105540897096
Encoded,encoded,GNN,Agglo,3,40,Credit,XGBClassifier,centroid,0.2860158311345646
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,Credit,XGBClassifier,centroid,0.2833773087071238
Original,original,,Agglo,1,40,Credit,XGBClassifier,centroid,0.279155672823219
Decoded,decoded,MLP,Agglo,1,40,Credit,XGBClassifier,closest,0.2749340369393139
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Credit,XGBClassifier,closest,0.2817941952506596
Encoded,encoded,MLP,Agglo,4,40,Credit,XGBClassifier,closest,0.291820580474934
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Credit,XGBClassifier,closest,0.2770448548812664
Original,original,,Agglo,0,40,Credit,XGBClassifier,closest,0.2606860158311345
Decoded,decoded,GNN,Agglo,1,40,Credit,XGBClassifier,closest,0.2659630606860158
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Credit,XGBClassifier,closest,0.2844327176781001
Encoded,encoded,GNN,Agglo,2,40,Credit,XGBClassifier,closest,0.2738786279683376
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Credit,XGBClassifier,closest,0.2802110817941952
Original,original,,Agglo,0,40,Credit,XGBClassifier,closest,0.2606860158311345
Decoded,decoded,MLP,KIP,0,40,Credit,XGBClassifier,centroid,0.29488126649076507
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Credit,XGBClassifier,centroid,0.30997361477572555
Encoded,encoded,MLP,KIP,2,40,Credit,XGBClassifier,centroid,0.30437994722955136
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Credit,XGBClassifier,centroid,0.29931398416886534
Original,original,,KIP,4,40,Credit,XGBClassifier,centroid,0.3322427440633245
Decoded,decoded,GNN,KIP,1,40,Credit,XGBClassifier,centroid,0.30026385224274393
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Credit,XGBClassifier,centroid,0.3145118733509234
Encoded,encoded,GNN,KIP,2,40,Credit,XGBClassifier,centroid,0.3116622691292875
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Credit,XGBClassifier,centroid,0.2821108179419524
Original,original,,KIP,4,40,Credit,XGBClassifier,centroid,0.3322427440633245
Decoded,decoded,MLP,KMeans,2,40,Credit,XGBClassifier,centroid,0.28168865435356194
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,XGBClassifier,centroid,0.27546174142480206
Encoded,encoded,MLP,KMeans,3,40,Credit,XGBClassifier,centroid,0.2837994722955145
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,XGBClassifier,centroid,0.2732453825857519
Original,original,,KMeans,4,40,Credit,XGBClassifier,centroid,0.33213720316622686
Decoded,decoded,GNN,KMeans,0,40,Credit,XGBClassifier,centroid,0.2794722955145118
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Credit,XGBClassifier,centroid,0.28696569920844317
Encoded,encoded,GNN,KMeans,1,40,Credit,XGBClassifier,centroid,0.2861213720316622
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,Credit,XGBClassifier,centroid,0.29667546174142473
Original,original,,KMeans,4,40,Credit,XGBClassifier,centroid,0.33213720316622686
Decoded,decoded,MLP,KMeans,4,40,Credit,XGBClassifier,closest,0.28453825857519777
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Credit,XGBClassifier,closest,0.2752506596306068
Encoded,encoded,MLP,KMeans,3,40,Credit,XGBClassifier,closest,0.2843271767810025
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Credit,XGBClassifier,closest,0.2684960422163587
Original,original,,KMeans,2,40,Credit,XGBClassifier,closest,0.2806332453825856
Decoded,decoded,GNN,KMeans,2,40,Credit,XGBClassifier,closest,0.29002638522427426
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Credit,XGBClassifier,closest,0.3038522427440632
Encoded,encoded,GNN,KMeans,3,40,Credit,XGBClassifier,closest,0.2988918205804749
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Credit,XGBClassifier,closest,0.28675461741424796
Original,original,,KMeans,0,40,Credit,XGBClassifier,closest,0.2806332453825856
Decoded,decoded,MLP,Agglo,4,40,CreditDefault,GaussianNB,centroid,0.1207298598598175
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,CreditDefault,GaussianNB,centroid,0.0257358309034209
Encoded,encoded,MLP,Agglo,1,40,CreditDefault,GaussianNB,centroid,-0.0820796954978752
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,GaussianNB,centroid,-0.142573329901214
Original,original,,Agglo,3,40,CreditDefault,GaussianNB,centroid,0.1050456373403325
Decoded,decoded,GNN,Agglo,2,40,CreditDefault,GaussianNB,centroid,-0.0163197272309127
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,CreditDefault,GaussianNB,centroid,0.0491220666984558
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,GaussianNB,centroid,-0.120705384910772
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,GaussianNB,centroid,-0.1693683353236813
Original,original,,Agglo,4,40,CreditDefault,GaussianNB,centroid,0.1050456373403325
Decoded,decoded,MLP,Agglo,4,40,CreditDefault,GaussianNB,closest,0.1458901074787848
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,CreditDefault,GaussianNB,closest,-0.0567033931562978
Encoded,encoded,MLP,Agglo,1,40,CreditDefault,GaussianNB,closest,-0.0626955358536904
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,GaussianNB,closest,-0.1458774480223821
Original,original,,Agglo,3,40,CreditDefault,GaussianNB,closest,-0.0080531021997914
Decoded,decoded,GNN,Agglo,3,40,CreditDefault,GaussianNB,closest,0.003799524848403
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,CreditDefault,GaussianNB,closest,0.0374154453807752
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,GaussianNB,closest,-0.1240170987057814
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,GaussianNB,closest,-0.1659975440654577
Original,original,,Agglo,2,40,CreditDefault,GaussianNB,closest,-0.0080531021997914
Decoded,decoded,MLP,KIP,2,40,CreditDefault,GaussianNB,centroid,0.07660456499997889
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,CreditDefault,GaussianNB,centroid,0.09334593652548548
Encoded,encoded,MLP,KIP,1,40,CreditDefault,GaussianNB,centroid,-0.05267160948108891
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,CreditDefault,GaussianNB,centroid,-0.14371588803976762
Original,original,,KIP,4,40,CreditDefault,GaussianNB,centroid,0.10930377209602615
Decoded,decoded,GNN,KIP,3,40,CreditDefault,GaussianNB,centroid,0.08552171729745918
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,CreditDefault,GaussianNB,centroid,0.06973081775868538
Encoded,encoded,GNN,KIP,1,40,CreditDefault,GaussianNB,centroid,-0.0652988264683915
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,CreditDefault,GaussianNB,centroid,-0.16317516045860994
Original,original,,KIP,4,40,CreditDefault,GaussianNB,centroid,0.10930377209602615
Decoded,decoded,MLP,KMeans,3,40,CreditDefault,GaussianNB,centroid,-0.00757963853032156
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,CreditDefault,GaussianNB,centroid,-0.0020800330833794416
Encoded,encoded,MLP,KMeans,1,40,CreditDefault,GaussianNB,centroid,-0.07855412128603192
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,GaussianNB,centroid,-0.14558442380484177
Original,original,,KMeans,2,40,CreditDefault,GaussianNB,centroid,-0.01454014524616316
Decoded,decoded,GNN,KMeans,3,40,CreditDefault,GaussianNB,centroid,0.022646417162847002
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,GaussianNB,centroid,0.05015777902496862
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,GaussianNB,centroid,-0.13211678770513602
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,GaussianNB,centroid,-0.16549808631217372
Original,original,,KMeans,2,40,CreditDefault,GaussianNB,centroid,-0.01454014524616316
Decoded,decoded,MLP,KMeans,3,40,CreditDefault,GaussianNB,closest,0.013081269490288022
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,CreditDefault,GaussianNB,closest,0.0031898454280372586
Encoded,encoded,MLP,KMeans,1,40,CreditDefault,GaussianNB,closest,-0.07768416344202178
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,GaussianNB,closest,-0.1368080446625622
Original,original,,KMeans,4,40,CreditDefault,GaussianNB,closest,0.10847364934149721
Decoded,decoded,GNN,KMeans,2,40,CreditDefault,GaussianNB,closest,-0.008134797891778562
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,CreditDefault,GaussianNB,closest,0.08500402992695488
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,GaussianNB,closest,-0.12672436565573872
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,GaussianNB,closest,-0.16162108559058475
Original,original,,KMeans,4,40,CreditDefault,GaussianNB,closest,0.10847364934149721
Decoded,decoded,MLP,Agglo,4,40,CreditDefault,KNeighborsClassifier,centroid,0.0546851438337175
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,CreditDefault,KNeighborsClassifier,centroid,0.0198043629916438
Encoded,encoded,MLP,Agglo,3,40,CreditDefault,KNeighborsClassifier,centroid,0.0319288614852205
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,KNeighborsClassifier,centroid,-0.0348129994120531
Original,original,,Agglo,1,40,CreditDefault,KNeighborsClassifier,centroid,-0.012078041558394
Decoded,decoded,GNN,Agglo,4,40,CreditDefault,KNeighborsClassifier,centroid,0.0486434574926658
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,CreditDefault,KNeighborsClassifier,centroid,0.0251088310825837
Encoded,encoded,GNN,Agglo,2,40,CreditDefault,KNeighborsClassifier,centroid,0.003108045122631
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,KNeighborsClassifier,centroid,-0.0325168082714668
Original,original,,Agglo,1,40,CreditDefault,KNeighborsClassifier,centroid,-0.012078041558394
Decoded,decoded,MLP,Agglo,4,40,CreditDefault,KNeighborsClassifier,closest,0.0569135535442833
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,CreditDefault,KNeighborsClassifier,closest,0.0485596826915167
Encoded,encoded,MLP,Agglo,2,40,CreditDefault,KNeighborsClassifier,closest,0.0440602142807094
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,KNeighborsClassifier,closest,-0.0264301881734352
Original,original,,Agglo,1,40,CreditDefault,KNeighborsClassifier,closest,0.036405482222987
Decoded,decoded,GNN,Agglo,3,40,CreditDefault,KNeighborsClassifier,closest,0.0417967714714815
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,CreditDefault,KNeighborsClassifier,closest,0.0554132230146132
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,KNeighborsClassifier,closest,0.012969862396081
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,KNeighborsClassifier,closest,-0.0507066023682373
Original,original,,Agglo,2,40,CreditDefault,KNeighborsClassifier,closest,0.036405482222987
Decoded,decoded,MLP,KIP,2,40,CreditDefault,KNeighborsClassifier,centroid,0.12313829544173674
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,CreditDefault,KNeighborsClassifier,centroid,0.11507976884247588
Encoded,encoded,MLP,KIP,3,40,CreditDefault,KNeighborsClassifier,centroid,0.1290739685798799
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,CreditDefault,KNeighborsClassifier,centroid,0.04251022814163112
Original,original,,KIP,4,40,CreditDefault,KNeighborsClassifier,centroid,0.19235288383329116
Decoded,decoded,GNN,KIP,3,40,CreditDefault,KNeighborsClassifier,centroid,0.1300868820846825
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,CreditDefault,KNeighborsClassifier,centroid,0.11587502018211107
Encoded,encoded,GNN,KIP,1,40,CreditDefault,KNeighborsClassifier,centroid,0.09859121248031283
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,CreditDefault,KNeighborsClassifier,centroid,0.035499343510194535
Original,original,,KIP,4,40,CreditDefault,KNeighborsClassifier,centroid,0.19235288383329116
Decoded,decoded,MLP,KMeans,4,40,CreditDefault,KNeighborsClassifier,centroid,0.05099250291688614
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,CreditDefault,KNeighborsClassifier,centroid,0.022817666430066223
Encoded,encoded,MLP,KMeans,2,40,CreditDefault,KNeighborsClassifier,centroid,0.02278613664127012
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,KNeighborsClassifier,centroid,-0.0390535275283997
Original,original,,KMeans,1,40,CreditDefault,KNeighborsClassifier,centroid,-0.005081017848602241
Decoded,decoded,GNN,KMeans,3,40,CreditDefault,KNeighborsClassifier,centroid,0.0434521615421874
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,KNeighborsClassifier,centroid,0.0581302682926085
Encoded,encoded,GNN,KMeans,2,40,CreditDefault,KNeighborsClassifier,centroid,0.0028069127919550995
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,KNeighborsClassifier,centroid,-0.015849735423946236
Original,original,,KMeans,1,40,CreditDefault,KNeighborsClassifier,centroid,-0.005081017848602241
Decoded,decoded,MLP,KMeans,2,40,CreditDefault,KNeighborsClassifier,closest,0.04326267817377014
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,CreditDefault,KNeighborsClassifier,closest,0.01645915902285068
Encoded,encoded,MLP,KMeans,4,40,CreditDefault,KNeighborsClassifier,closest,0.06162855167077398
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,KNeighborsClassifier,closest,-0.02007762116121012
Original,original,,KMeans,3,40,CreditDefault,KNeighborsClassifier,closest,0.05161517816615424
Decoded,decoded,GNN,KMeans,2,40,CreditDefault,KNeighborsClassifier,closest,0.04147157292520278
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,KNeighborsClassifier,closest,0.06495562981895503
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,KNeighborsClassifier,closest,0.02222667328741454
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,KNeighborsClassifier,closest,-0.01022783699556148
Original,original,,KMeans,3,40,CreditDefault,KNeighborsClassifier,closest,0.05161517816615424
Decoded,decoded,MLP,Agglo,3,40,CreditDefault,LogisticRegression,centroid,0.0428735836762275
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,CreditDefault,LogisticRegression,centroid,0.0489008784525722
Encoded,encoded,MLP,Agglo,1,40,CreditDefault,LogisticRegression,centroid,-0.0104527409409577
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,LogisticRegression,centroid,-0.0390032036972232
Original,original,,Agglo,2,40,CreditDefault,LogisticRegression,centroid,0.0203745490087242
Decoded,decoded,GNN,Agglo,3,40,CreditDefault,LogisticRegression,centroid,0.061625921590868
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,CreditDefault,LogisticRegression,centroid,0.0780727740035959
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,LogisticRegression,centroid,-0.0359352563561109
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,LogisticRegression,centroid,-0.0434573081703328
Original,original,,Agglo,2,40,CreditDefault,LogisticRegression,centroid,0.0203745490087242
Decoded,decoded,MLP,Agglo,3,40,CreditDefault,LogisticRegression,closest,0.0766172335983975
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,CreditDefault,LogisticRegression,closest,0.0225510721224043
Encoded,encoded,MLP,Agglo,2,40,CreditDefault,LogisticRegression,closest,0.0413184933573059
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,LogisticRegression,closest,-0.0322338095640316
Original,original,,Agglo,4,40,CreditDefault,LogisticRegression,closest,0.0878988029877041
Decoded,decoded,GNN,Agglo,2,40,CreditDefault,LogisticRegression,closest,0.0262811772229798
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,CreditDefault,LogisticRegression,closest,0.0330792296646677
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,LogisticRegression,closest,-0.0217018811917029
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,LogisticRegression,closest,-0.0539749073884135
Original,original,,Agglo,4,40,CreditDefault,LogisticRegression,closest,0.0878988029877041
Decoded,decoded,MLP,KIP,4,40,CreditDefault,LogisticRegression,centroid,0.10794619477996462
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,CreditDefault,LogisticRegression,centroid,0.0740057075283869
Encoded,encoded,MLP,KIP,1,40,CreditDefault,LogisticRegression,centroid,0.02581766679135552
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,CreditDefault,LogisticRegression,centroid,-0.01276033810770682
Original,original,,KIP,3,40,CreditDefault,LogisticRegression,centroid,0.07671648184571578
Decoded,decoded,GNN,KIP,4,40,CreditDefault,LogisticRegression,centroid,0.09364600050679961
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,CreditDefault,LogisticRegression,centroid,0.08603028127375628
Encoded,encoded,GNN,KIP,1,40,CreditDefault,LogisticRegression,centroid,0.04863918284604156
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,CreditDefault,LogisticRegression,centroid,-0.0169319319923254
Original,original,,KIP,2,40,CreditDefault,LogisticRegression,centroid,0.07671648184571578
Decoded,decoded,MLP,KMeans,4,40,CreditDefault,LogisticRegression,centroid,0.025106035741435762
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,CreditDefault,LogisticRegression,centroid,0.02258636709181524
Encoded,encoded,MLP,KMeans,1,40,CreditDefault,LogisticRegression,centroid,-0.01918296670809546
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,LogisticRegression,centroid,-0.04696734762829858
Original,original,,KMeans,2,40,CreditDefault,LogisticRegression,centroid,-0.01027445609547122
Decoded,decoded,GNN,KMeans,3,40,CreditDefault,LogisticRegression,centroid,0.034137626247390654
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,LogisticRegression,centroid,0.0935769189000037
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,LogisticRegression,centroid,-0.02753882446635192
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,LogisticRegression,centroid,-0.041200240126458385
Original,original,,KMeans,2,40,CreditDefault,LogisticRegression,centroid,-0.01027445609547122
Decoded,decoded,MLP,KMeans,3,40,CreditDefault,LogisticRegression,closest,0.058872310643997415
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,CreditDefault,LogisticRegression,closest,0.01805201935491668
Encoded,encoded,MLP,KMeans,2,40,CreditDefault,LogisticRegression,closest,0.02300040423298308
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,LogisticRegression,closest,-0.03495785720319026
Original,original,,KMeans,4,40,CreditDefault,LogisticRegression,closest,0.08967803144570614
Decoded,decoded,GNN,KMeans,2,40,CreditDefault,LogisticRegression,closest,0.03101009979124696
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,LogisticRegression,closest,0.10765825419617972
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,LogisticRegression,closest,0.000675280248090579
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,LogisticRegression,closest,-0.030539801865504916
Original,original,,KMeans,3,40,CreditDefault,LogisticRegression,closest,0.08967803144570614
Decoded,decoded,MLP,Agglo,4,40,CreditDefault,MLPClassifier,centroid,0.120874562422489
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,CreditDefault,MLPClassifier,centroid,0.1187597680723169
Encoded,encoded,MLP,Agglo,1,40,CreditDefault,MLPClassifier,centroid,0.0483432563977526
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,MLPClassifier,centroid,0.0270032535846906
Original,original,,Agglo,3,40,CreditDefault,MLPClassifier,centroid,0.1201027553014437
Decoded,decoded,GNN,Agglo,2,40,CreditDefault,MLPClassifier,centroid,0.1066400401539615
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,CreditDefault,MLPClassifier,centroid,0.1748061022026845
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,MLPClassifier,centroid,0.0462513092519038
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,MLPClassifier,centroid,0.0106939195735568
Original,original,,Agglo,3,40,CreditDefault,MLPClassifier,centroid,0.1201027553014437
Decoded,decoded,MLP,Agglo,4,40,CreditDefault,MLPClassifier,closest,0.1513991413735024
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,CreditDefault,MLPClassifier,closest,0.0881288068261735
Encoded,encoded,MLP,Agglo,2,40,CreditDefault,MLPClassifier,closest,0.1087334152500805
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,MLPClassifier,closest,0.0234569390886393
Original,original,,Agglo,3,40,CreditDefault,MLPClassifier,closest,0.1435539825890023
Decoded,decoded,GNN,Agglo,2,40,CreditDefault,MLPClassifier,closest,0.0909647160627984
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,CreditDefault,MLPClassifier,closest,0.1030765902546676
Encoded,encoded,GNN,Agglo,1,40,CreditDefault,MLPClassifier,closest,0.041951037013185
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,MLPClassifier,closest,-0.0006797043286171
Original,original,,Agglo,4,40,CreditDefault,MLPClassifier,closest,0.1435539825890023
Decoded,decoded,MLP,KIP,4,40,CreditDefault,MLPClassifier,centroid,0.1628647252730776
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,CreditDefault,MLPClassifier,centroid,0.13428144471440634
Encoded,encoded,MLP,KIP,1,40,CreditDefault,MLPClassifier,centroid,0.10515497187294953
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,CreditDefault,MLPClassifier,centroid,0.05029997665301302
Original,original,,KIP,2,40,CreditDefault,MLPClassifier,centroid,0.11418547217674586
Decoded,decoded,GNN,KIP,4,40,CreditDefault,MLPClassifier,centroid,0.15658531395985595
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,CreditDefault,MLPClassifier,centroid,0.143825007550287
Encoded,encoded,GNN,KIP,1,40,CreditDefault,MLPClassifier,centroid,0.10629204867311293
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,CreditDefault,MLPClassifier,centroid,0.04392817695730922
Original,original,,KIP,2,40,CreditDefault,MLPClassifier,centroid,0.11418547217674586
Decoded,decoded,MLP,KMeans,4,40,CreditDefault,MLPClassifier,centroid,0.09937462917916413
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,CreditDefault,MLPClassifier,centroid,0.0986762187020074
Encoded,encoded,MLP,KMeans,1,40,CreditDefault,MLPClassifier,centroid,0.04050823606017088
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,MLPClassifier,centroid,0.024419520365783744
Original,original,,KMeans,2,40,CreditDefault,MLPClassifier,centroid,0.08201075389348489
Decoded,decoded,GNN,KMeans,3,40,CreditDefault,MLPClassifier,centroid,0.11132485940044648
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,MLPClassifier,centroid,0.14558924010912389
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,MLPClassifier,centroid,0.04183051801037972
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,MLPClassifier,centroid,0.015959057809852663
Original,original,,KMeans,2,40,CreditDefault,MLPClassifier,centroid,0.08201075389348489
Decoded,decoded,MLP,KMeans,3,40,CreditDefault,MLPClassifier,closest,0.12180530040860796
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,CreditDefault,MLPClassifier,closest,0.08386380495912837
Encoded,encoded,MLP,KMeans,2,40,CreditDefault,MLPClassifier,closest,0.09167840560784624
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,MLPClassifier,closest,0.026426932855636343
Original,original,,KMeans,4,40,CreditDefault,MLPClassifier,closest,0.14400964152022439
Decoded,decoded,GNN,KMeans,2,40,CreditDefault,MLPClassifier,closest,0.11518346662059145
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,MLPClassifier,closest,0.17267988425035105
Encoded,encoded,GNN,KMeans,1,40,CreditDefault,MLPClassifier,closest,0.06555591174981734
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,MLPClassifier,closest,0.028760774777257535
Original,original,,KMeans,3,40,CreditDefault,MLPClassifier,closest,0.14400964152022439
Decoded,decoded,MLP,Agglo,3,40,CreditDefault,XGBClassifier,centroid,0.0919970837958044
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,CreditDefault,XGBClassifier,centroid,0.0427763252483533
Encoded,encoded,MLP,Agglo,1,40,CreditDefault,XGBClassifier,centroid,0.049233115344889
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,CreditDefault,XGBClassifier,centroid,0.0730504789712746
Original,original,,Agglo,4,40,CreditDefault,XGBClassifier,centroid,0.1037040590625842
Decoded,decoded,GNN,Agglo,0,40,CreditDefault,XGBClassifier,centroid,0.0622811665689024
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,CreditDefault,XGBClassifier,centroid,0.086141415551102
Encoded,encoded,GNN,Agglo,4,40,CreditDefault,XGBClassifier,centroid,0.1077890709214754
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,CreditDefault,XGBClassifier,centroid,0.0832477443393146
Original,original,,Agglo,3,40,CreditDefault,XGBClassifier,centroid,0.1037040590625842
Decoded,decoded,MLP,Agglo,3,40,CreditDefault,XGBClassifier,closest,0.1332026420286662
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,CreditDefault,XGBClassifier,closest,0.0752354515064752
Encoded,encoded,MLP,Agglo,2,40,CreditDefault,XGBClassifier,closest,0.0926418178738893
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,CreditDefault,XGBClassifier,closest,0.0087224452503012
Original,original,,Agglo,4,40,CreditDefault,XGBClassifier,closest,0.1541343300180772
Decoded,decoded,GNN,Agglo,2,40,CreditDefault,XGBClassifier,closest,0.0752550770082883
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,CreditDefault,XGBClassifier,closest,0.0557524162990517
Encoded,encoded,GNN,Agglo,3,40,CreditDefault,XGBClassifier,closest,0.1121045007090619
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,CreditDefault,XGBClassifier,closest,0.0398252312720013
Original,original,,Agglo,4,40,CreditDefault,XGBClassifier,closest,0.1541343300180772
Decoded,decoded,MLP,KIP,2,40,CreditDefault,XGBClassifier,centroid,0.13269906618954877
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,CreditDefault,XGBClassifier,centroid,0.12212310132355823
Encoded,encoded,MLP,KIP,3,40,CreditDefault,XGBClassifier,centroid,0.15384081973540448
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,CreditDefault,XGBClassifier,centroid,0.1004376486904337
Original,original,,KIP,4,40,CreditDefault,XGBClassifier,centroid,0.19377261021354708
Decoded,decoded,GNN,KIP,3,40,CreditDefault,XGBClassifier,centroid,0.1465404238090771
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,CreditDefault,XGBClassifier,centroid,0.14033062428721246
Encoded,encoded,GNN,KIP,1,40,CreditDefault,XGBClassifier,centroid,0.13472543559528125
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,CreditDefault,XGBClassifier,centroid,0.1004078470024952
Original,original,,KIP,4,40,CreditDefault,XGBClassifier,centroid,0.19377261021354708
Decoded,decoded,MLP,KMeans,3,40,CreditDefault,XGBClassifier,centroid,0.10018338941138741
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,CreditDefault,XGBClassifier,centroid,0.06124988279214181
Encoded,encoded,MLP,KMeans,1,40,CreditDefault,XGBClassifier,centroid,0.05792067081418924
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,XGBClassifier,centroid,0.04602529073000306
Original,original,,KMeans,4,40,CreditDefault,XGBClassifier,centroid,0.2754625258311581
Decoded,decoded,GNN,KMeans,1,40,CreditDefault,XGBClassifier,centroid,0.07474786681698335
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,CreditDefault,XGBClassifier,centroid,0.1058132916981945
Encoded,encoded,GNN,KMeans,2,40,CreditDefault,XGBClassifier,centroid,0.07514662793900954
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,CreditDefault,XGBClassifier,centroid,0.0677588621860918
Original,original,,KMeans,4,40,CreditDefault,XGBClassifier,centroid,0.2754625258311581
Decoded,decoded,MLP,KMeans,2,40,CreditDefault,XGBClassifier,closest,0.09408102134018904
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,CreditDefault,XGBClassifier,closest,0.06629247376542857
Encoded,encoded,MLP,KMeans,3,40,CreditDefault,XGBClassifier,closest,0.1128693137834259
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,CreditDefault,XGBClassifier,closest,0.035887628737840196
Original,original,,KMeans,4,40,CreditDefault,XGBClassifier,closest,0.13739130561194843
Decoded,decoded,GNN,KMeans,0,40,CreditDefault,XGBClassifier,closest,0.08022614393052264
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,CreditDefault,XGBClassifier,closest,0.1473487037356051
Encoded,encoded,GNN,KMeans,2,40,CreditDefault,XGBClassifier,closest,0.11449110710363197
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,CreditDefault,XGBClassifier,closest,0.09886368344501682
Original,original,,KMeans,3,40,CreditDefault,XGBClassifier,closest,0.13739130561194843
Decoded,decoded,MLP,Agglo,4,40,Diabetes,GaussianNB,centroid,0.1070431784600229
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Diabetes,GaussianNB,centroid,0.0838942702347726
Encoded,encoded,MLP,Agglo,0,40,Diabetes,GaussianNB,centroid,0.0371039238220325
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Diabetes,GaussianNB,centroid,0.0403874569036282
Original,original,,Agglo,3,40,Diabetes,GaussianNB,centroid,0.1011328189131505
Decoded,decoded,GNN,Agglo,2,40,Diabetes,GaussianNB,centroid,0.0697750779839106
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Diabetes,GaussianNB,centroid,0.0945657527499589
Encoded,encoded,GNN,Agglo,1,40,Diabetes,GaussianNB,centroid,0.0205220817599739
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Diabetes,GaussianNB,centroid,0.0205220817599739
Original,original,,Agglo,4,40,Diabetes,GaussianNB,centroid,0.1011328189131505
Decoded,decoded,MLP,Agglo,4,40,Diabetes,GaussianNB,closest,0.1850270891479232
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,Diabetes,GaussianNB,closest,0.0177310786406173
Encoded,encoded,MLP,Agglo,1,40,Diabetes,GaussianNB,closest,0.0681333114431128
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Diabetes,GaussianNB,closest,0.0691183713675917
Original,original,,Agglo,3,40,Diabetes,GaussianNB,closest,0.08602856673781
Decoded,decoded,GNN,Agglo,3,40,Diabetes,GaussianNB,closest,0.1085207683467411
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Diabetes,GaussianNB,closest,0.1346248563454277
Encoded,encoded,GNN,Agglo,1,40,Diabetes,GaussianNB,closest,0.0238056148415694
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Diabetes,GaussianNB,closest,0.0165818420620587
Original,original,,Agglo,2,40,Diabetes,GaussianNB,closest,0.08602856673781
Decoded,decoded,MLP,KIP,4,40,Diabetes,GaussianNB,centroid,0.12743391889673292
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Diabetes,GaussianNB,centroid,0.10113281891315051
Encoded,encoded,MLP,KIP,3,40,Diabetes,GaussianNB,centroid,0.10139550155967825
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Diabetes,GaussianNB,centroid,0.07082580857002133
Original,original,,KIP,1,40,Diabetes,GaussianNB,centroid,0.09404038745690366
Decoded,decoded,GNN,KIP,4,40,Diabetes,GaussianNB,centroid,0.09735675586931539
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Diabetes,GaussianNB,centroid,0.09518962403546212
Encoded,encoded,GNN,KIP,1,40,Diabetes,GaussianNB,centroid,0.07144967985552454
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Diabetes,GaussianNB,centroid,0.0349696273189952
Original,original,,KIP,2,40,Diabetes,GaussianNB,centroid,0.09404038745690366
Decoded,decoded,MLP,KMeans,3,40,Diabetes,GaussianNB,centroid,0.0635363651288787
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,Diabetes,GaussianNB,centroid,0.0202593991134461
Encoded,encoded,MLP,KMeans,2,40,Diabetes,GaussianNB,centroid,0.0560499097028402
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Diabetes,GaussianNB,centroid,0.030307010343129298
Original,original,,KMeans,4,40,Diabetes,GaussianNB,centroid,0.0669840748645543
Decoded,decoded,GNN,KMeans,3,40,Diabetes,GaussianNB,centroid,0.0942702347726154
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Diabetes,GaussianNB,centroid,0.09935971104908882
Encoded,encoded,GNN,KMeans,1,40,Diabetes,GaussianNB,centroid,0.03588901658184211
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,GaussianNB,centroid,0.01582662945329176
Original,original,,KMeans,2,40,Diabetes,GaussianNB,centroid,0.0669840748645543
Decoded,decoded,MLP,KMeans,1,40,Diabetes,GaussianNB,closest,0.05476933180101794
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,Diabetes,GaussianNB,closest,0.025513052043999417
Encoded,encoded,MLP,KMeans,4,40,Diabetes,GaussianNB,closest,0.0944672467575111
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,Diabetes,GaussianNB,closest,0.05690362830405513
Original,original,,KMeans,3,40,Diabetes,GaussianNB,closest,0.07322278771958628
Decoded,decoded,GNN,KMeans,3,40,Diabetes,GaussianNB,closest,0.0943359054342473
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Diabetes,GaussianNB,closest,0.10018059431948781
Encoded,encoded,GNN,KMeans,1,40,Diabetes,GaussianNB,closest,0.0347726153340995
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,GaussianNB,closest,0.015563946806764078
Original,original,,KMeans,2,40,Diabetes,GaussianNB,closest,0.07322278771958628
Decoded,decoded,MLP,Agglo,4,40,Diabetes,KNeighborsClassifier,centroid,0.0897137150466046
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Diabetes,KNeighborsClassifier,centroid,0.0610852197070574
Encoded,encoded,MLP,Agglo,3,40,Diabetes,KNeighborsClassifier,centroid,0.0705725699067911
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Diabetes,KNeighborsClassifier,centroid,0.0311251664447405
Original,original,,Agglo,1,40,Diabetes,KNeighborsClassifier,centroid,0.0446071904127831
Decoded,decoded,GNN,Agglo,4,40,Diabetes,KNeighborsClassifier,centroid,0.1000332889480693
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Diabetes,KNeighborsClassifier,centroid,0.0837217043941413
Encoded,encoded,GNN,Agglo,1,40,Diabetes,KNeighborsClassifier,centroid,0.0321238348868176
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Diabetes,KNeighborsClassifier,centroid,0.0208055925432758
Original,original,,Agglo,2,40,Diabetes,KNeighborsClassifier,centroid,0.0446071904127831
Decoded,decoded,MLP,Agglo,3,40,Diabetes,KNeighborsClassifier,closest,0.0985352862849534
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Diabetes,KNeighborsClassifier,closest,0.0790612516644474
Encoded,encoded,MLP,Agglo,4,40,Diabetes,KNeighborsClassifier,closest,0.1105193075898802
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Diabetes,KNeighborsClassifier,closest,0.0763981358189081
Original,original,,Agglo,0,40,Diabetes,KNeighborsClassifier,closest,0.060918774966711
Decoded,decoded,GNN,Agglo,4,40,Diabetes,KNeighborsClassifier,closest,0.0855525965379494
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Diabetes,KNeighborsClassifier,closest,0.0732356857523304
Encoded,encoded,GNN,Agglo,1,40,Diabetes,KNeighborsClassifier,closest,0.0575898801597871
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Diabetes,KNeighborsClassifier,closest,0.0016644474034621
Original,original,,Agglo,2,40,Diabetes,KNeighborsClassifier,closest,0.060918774966711
Decoded,decoded,MLP,KIP,3,40,Diabetes,KNeighborsClassifier,centroid,0.09400798934753672
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Diabetes,KNeighborsClassifier,centroid,0.09310918774966719
Encoded,encoded,MLP,KIP,1,40,Diabetes,KNeighborsClassifier,centroid,0.09267643142476703
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Diabetes,KNeighborsClassifier,centroid,0.06637816245006664
Original,original,,KIP,4,40,Diabetes,KNeighborsClassifier,centroid,0.09643808255659127
Decoded,decoded,GNN,KIP,2,40,Diabetes,KNeighborsClassifier,centroid,0.0819241011984022
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Diabetes,KNeighborsClassifier,centroid,0.09154460719041282
Encoded,encoded,GNN,KIP,1,40,Diabetes,KNeighborsClassifier,centroid,0.06671105193075906
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Diabetes,KNeighborsClassifier,centroid,0.06098535286284964
Original,original,,KIP,4,40,Diabetes,KNeighborsClassifier,centroid,0.09643808255659127
Decoded,decoded,MLP,KMeans,4,40,Diabetes,KNeighborsClassifier,centroid,0.09211051930758993
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Diabetes,KNeighborsClassifier,centroid,0.08055925432756332
Encoded,encoded,MLP,KMeans,2,40,Diabetes,KNeighborsClassifier,centroid,0.06334886817576572
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,KNeighborsClassifier,centroid,0.03924766977363519
Original,original,,KMeans,1,40,Diabetes,KNeighborsClassifier,centroid,0.042010652463382224
Decoded,decoded,GNN,KMeans,4,40,Diabetes,KNeighborsClassifier,centroid,0.06977363515312925
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Diabetes,KNeighborsClassifier,centroid,0.051864181091877515
Encoded,encoded,GNN,KMeans,3,40,Diabetes,KNeighborsClassifier,centroid,0.0592210386151798
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,KNeighborsClassifier,centroid,0.02926098535286284
Original,original,,KMeans,1,40,Diabetes,KNeighborsClassifier,centroid,0.042010652463382224
Decoded,decoded,MLP,KMeans,4,40,Diabetes,KNeighborsClassifier,closest,0.0988348868175766
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Diabetes,KNeighborsClassifier,closest,0.07223701731025309
Encoded,encoded,MLP,KMeans,3,40,Diabetes,KNeighborsClassifier,closest,0.08841544607190423
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,KNeighborsClassifier,closest,0.06401464713715056
Original,original,,KMeans,2,40,Diabetes,KNeighborsClassifier,closest,0.07743009320905471
Decoded,decoded,GNN,KMeans,4,40,Diabetes,KNeighborsClassifier,closest,0.07962716378162457
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Diabetes,KNeighborsClassifier,closest,0.06824234354194407
Encoded,encoded,GNN,KMeans,2,40,Diabetes,KNeighborsClassifier,closest,0.07323568575233028
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,KNeighborsClassifier,closest,0.03388814913448744
Original,original,,KMeans,3,40,Diabetes,KNeighborsClassifier,closest,0.07743009320905471
Decoded,decoded,MLP,Agglo,4,40,Diabetes,LogisticRegression,centroid,0.1351773714642913
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Diabetes,LogisticRegression,centroid,0.0873573995936866
Encoded,encoded,MLP,Agglo,1,40,Diabetes,LogisticRegression,centroid,0.0550085950929834
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Diabetes,LogisticRegression,centroid,0.0536021253320831
Original,original,,Agglo,2,40,Diabetes,LogisticRegression,centroid,0.0645413345835286
Decoded,decoded,GNN,Agglo,3,40,Diabetes,LogisticRegression,centroid,0.1095483669323332
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Diabetes,LogisticRegression,centroid,0.1154867948116894
Encoded,encoded,GNN,Agglo,2,40,Diabetes,LogisticRegression,centroid,0.0781372089388966
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Diabetes,LogisticRegression,centroid,0.0721987810595406
Original,original,,Agglo,0,40,Diabetes,LogisticRegression,centroid,0.0645413345835286
Decoded,decoded,MLP,Agglo,4,40,Diabetes,LogisticRegression,closest,0.148304422566026
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Diabetes,LogisticRegression,closest,0.1081418971714331
Encoded,encoded,MLP,Agglo,0,40,Diabetes,LogisticRegression,closest,0.0926707298015314
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Diabetes,LogisticRegression,closest,0.0951711204875761
Original,original,,Agglo,1,40,Diabetes,LogisticRegression,closest,0.0942334739803094
Decoded,decoded,GNN,Agglo,1,40,Diabetes,LogisticRegression,closest,0.0907954367869979
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Diabetes,LogisticRegression,closest,0.1025160181278324
Encoded,encoded,GNN,Agglo,4,40,Diabetes,LogisticRegression,closest,0.1168932645725894
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Diabetes,LogisticRegression,closest,0.0815752461322081
Original,original,,Agglo,2,40,Diabetes,LogisticRegression,closest,0.0942334739803094
Decoded,decoded,MLP,KIP,4,40,Diabetes,LogisticRegression,centroid,0.1447413658384123
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Diabetes,LogisticRegression,centroid,0.13320831379903106
Encoded,encoded,MLP,KIP,2,40,Diabetes,LogisticRegression,centroid,0.12689482731676818
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Diabetes,LogisticRegression,centroid,0.09992186279106113
Original,original,,KIP,1,40,Diabetes,LogisticRegression,centroid,0.11004844506954212
Decoded,decoded,GNN,KIP,4,40,Diabetes,LogisticRegression,centroid,0.12639474917955926
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Diabetes,LogisticRegression,centroid,0.12186279106110331
Encoded,encoded,GNN,KIP,2,40,Diabetes,LogisticRegression,centroid,0.1113611501797156
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Diabetes,LogisticRegression,centroid,0.0987029223316143
Original,original,,KIP,1,40,Diabetes,LogisticRegression,centroid,0.11004844506954212
Decoded,decoded,MLP,KMeans,4,40,Diabetes,LogisticRegression,centroid,0.1075167994999219
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Diabetes,LogisticRegression,centroid,0.08316924519456162
Encoded,encoded,MLP,KMeans,2,40,Diabetes,LogisticRegression,centroid,0.06654164713236443
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,LogisticRegression,centroid,0.0554461634630411
Original,original,,KMeans,1,40,Diabetes,LogisticRegression,centroid,0.060478199718705994
Decoded,decoded,GNN,KMeans,4,40,Diabetes,LogisticRegression,centroid,0.11698702922331612
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Diabetes,LogisticRegression,centroid,0.0967963744335052
Encoded,encoded,GNN,KMeans,2,40,Diabetes,LogisticRegression,centroid,0.08470073448976398
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,LogisticRegression,centroid,0.05266447882481638
Original,original,,KMeans,1,40,Diabetes,LogisticRegression,centroid,0.060478199718705994
Decoded,decoded,MLP,KMeans,3,40,Diabetes,LogisticRegression,closest,0.10120331301765902
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Diabetes,LogisticRegression,closest,0.0882012814502266
Encoded,encoded,MLP,KMeans,4,40,Diabetes,LogisticRegression,closest,0.10595405532114395
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,LogisticRegression,closest,0.07613689639006097
Original,original,,KMeans,2,40,Diabetes,LogisticRegression,closest,0.09120175027348021
Decoded,decoded,GNN,KMeans,4,40,Diabetes,LogisticRegression,closest,0.12533208313799032
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Diabetes,LogisticRegression,closest,0.09429598374746062
Encoded,encoded,GNN,KMeans,3,40,Diabetes,LogisticRegression,closest,0.10554774183466162
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,LogisticRegression,closest,0.05982184716361927
Original,original,,KMeans,1,40,Diabetes,LogisticRegression,closest,0.09120175027348021
Decoded,decoded,MLP,Agglo,4,40,Diabetes,MLPClassifier,centroid,0.1548858163740873
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Diabetes,MLPClassifier,centroid,0.1303402205996583
Encoded,encoded,MLP,Agglo,1,40,Diabetes,MLPClassifier,centroid,0.0787633990989591
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Diabetes,MLPClassifier,centroid,0.067733416187665
Original,original,,Agglo,2,40,Diabetes,MLPClassifier,centroid,0.0815597327947802
Decoded,decoded,GNN,Agglo,2,40,Diabetes,MLPClassifier,centroid,0.1112319403448812
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Diabetes,MLPClassifier,centroid,0.1244368494640361
Encoded,encoded,GNN,Agglo,3,40,Diabetes,MLPClassifier,centroid,0.1194655895603543
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Diabetes,MLPClassifier,centroid,0.1051732173372689
Original,original,,Agglo,0,40,Diabetes,MLPClassifier,centroid,0.0815597327947802
Decoded,decoded,MLP,Agglo,4,40,Diabetes,MLPClassifier,closest,0.1491377971104553
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Diabetes,MLPClassifier,closest,0.1233493863601056
Encoded,encoded,MLP,Agglo,0,40,Diabetes,MLPClassifier,closest,0.1070374398011496
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Diabetes,MLPClassifier,closest,0.113562218424732
Original,original,,Agglo,1,40,Diabetes,MLPClassifier,closest,0.1124747553208016
Decoded,decoded,GNN,Agglo,0,40,Diabetes,MLPClassifier,closest,0.0984930868416965
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Diabetes,MLPClassifier,closest,0.1065713841851794
Encoded,encoded,GNN,Agglo,3,40,Diabetes,MLPClassifier,closest,0.1157371446325929
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,Diabetes,MLPClassifier,closest,0.1174460152244834
Original,original,,Agglo,2,40,Diabetes,MLPClassifier,closest,0.1124747553208016
Decoded,decoded,MLP,KIP,2,40,Diabetes,MLPClassifier,centroid,0.14519185956190778
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Diabetes,MLPClassifier,centroid,0.1452229299363058
Encoded,encoded,MLP,KIP,4,40,Diabetes,MLPClassifier,centroid,0.1479571228833308
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Diabetes,MLPClassifier,centroid,0.11691781885971733
Original,original,,KIP,0,40,Diabetes,MLPClassifier,centroid,0.11238154419760756
Decoded,decoded,GNN,KIP,3,40,Diabetes,MLPClassifier,centroid,0.13593288799130027
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Diabetes,MLPClassifier,centroid,0.13689606959763867
Encoded,encoded,GNN,KIP,1,40,Diabetes,MLPClassifier,centroid,0.12953239086530993
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,Diabetes,MLPClassifier,centroid,0.12962560198850404
Original,original,,KIP,0,40,Diabetes,MLPClassifier,centroid,0.11238154419760756
Decoded,decoded,MLP,KMeans,4,40,Diabetes,MLPClassifier,centroid,0.12465434208482225
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Diabetes,MLPClassifier,centroid,0.10725493242193566
Encoded,encoded,MLP,KMeans,2,40,Diabetes,MLPClassifier,centroid,0.08062762156283987
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,MLPClassifier,centroid,0.06990834239552593
Original,original,,KMeans,1,40,Diabetes,MLPClassifier,centroid,0.07832841385738698
Decoded,decoded,GNN,KMeans,4,40,Diabetes,MLPClassifier,centroid,0.13155196520118073
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Diabetes,MLPClassifier,centroid,0.11732173372689143
Encoded,encoded,GNN,KMeans,2,40,Diabetes,MLPClassifier,centroid,0.11496038527264259
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Diabetes,MLPClassifier,centroid,0.09221687121329816
Original,original,,KMeans,0,40,Diabetes,MLPClassifier,centroid,0.07832841385738698
Decoded,decoded,MLP,KMeans,3,40,Diabetes,MLPClassifier,closest,0.12021127854590655
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Diabetes,MLPClassifier,closest,0.10520428771166697
Encoded,encoded,MLP,KMeans,4,40,Diabetes,MLPClassifier,closest,0.1282585055149915
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,MLPClassifier,closest,0.0930247009476464
Original,original,,KMeans,2,40,Diabetes,MLPClassifier,closest,0.11322044430635396
Decoded,decoded,GNN,KMeans,3,40,Diabetes,MLPClassifier,closest,0.13462793226658393
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Diabetes,MLPClassifier,closest,0.1176635078452696
Encoded,encoded,GNN,KMeans,4,40,Diabetes,MLPClassifier,closest,0.13736212521360888
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,MLPClassifier,closest,0.09784060897933831
Original,original,,KMeans,1,40,Diabetes,MLPClassifier,closest,0.11322044430635396
Decoded,decoded,MLP,Agglo,4,40,Diabetes,XGBClassifier,centroid,0.1443606660383284
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Diabetes,XGBClassifier,centroid,0.095664467483506
Encoded,encoded,MLP,Agglo,1,40,Diabetes,XGBClassifier,centroid,0.0940936223688343
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Diabetes,XGBClassifier,centroid,0.0711592836946276
Original,original,,Agglo,3,40,Diabetes,XGBClassifier,centroid,0.0991203267357836
Decoded,decoded,GNN,Agglo,1,40,Diabetes,XGBClassifier,centroid,0.1016336789192585
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Diabetes,XGBClassifier,centroid,0.1134150172792962
Encoded,encoded,GNN,Agglo,3,40,Diabetes,XGBClassifier,centroid,0.1105874960728871
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,Diabetes,XGBClassifier,centroid,0.104932453660069
Original,original,,Agglo,0,40,Diabetes,XGBClassifier,centroid,0.0991203267357836
Decoded,decoded,MLP,Agglo,4,40,Diabetes,XGBClassifier,closest,0.1269242852654727
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,Diabetes,XGBClassifier,closest,0.1016336789192585
Encoded,encoded,MLP,Agglo,3,40,Diabetes,XGBClassifier,closest,0.1174992145774425
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Diabetes,XGBClassifier,closest,0.1104304115614199
Original,original,,Agglo,1,40,Diabetes,XGBClassifier,closest,0.1027332704995286
Decoded,decoded,GNN,Agglo,0,40,Diabetes,XGBClassifier,closest,0.0797989318253219
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Diabetes,XGBClassifier,closest,0.0819981149858622
Encoded,encoded,GNN,Agglo,4,40,Diabetes,XGBClassifier,closest,0.1220546654099905
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Diabetes,XGBClassifier,closest,0.1047753691486019
Original,original,,Agglo,2,40,Diabetes,XGBClassifier,closest,0.1027332704995286
Decoded,decoded,MLP,KIP,2,40,Diabetes,XGBClassifier,centroid,0.137731699654414
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Diabetes,XGBClassifier,centroid,0.1365064404649701
Encoded,encoded,MLP,KIP,4,40,Diabetes,XGBClassifier,centroid,0.1414074772227457
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Diabetes,XGBClassifier,centroid,0.12610744580584346
Original,original,,KIP,3,40,Diabetes,XGBClassifier,centroid,0.140339302544769
Decoded,decoded,GNN,KIP,3,40,Diabetes,XGBClassifier,centroid,0.13188815582783525
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Diabetes,XGBClassifier,centroid,0.12296575557650005
Encoded,encoded,GNN,KIP,1,40,Diabetes,XGBClassifier,centroid,0.11812755262331118
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Diabetes,XGBClassifier,centroid,0.11775054979579003
Original,original,,KIP,4,40,Diabetes,XGBClassifier,centroid,0.140339302544769
Decoded,decoded,MLP,KMeans,3,40,Diabetes,XGBClassifier,centroid,0.14241281809613565
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Diabetes,XGBClassifier,centroid,0.13358466855168075
Encoded,encoded,MLP,KMeans,1,40,Diabetes,XGBClassifier,centroid,0.09063776311655661
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,XGBClassifier,centroid,0.08422871504869613
Original,original,,KMeans,4,40,Diabetes,XGBClassifier,centroid,0.16226830034558581
Decoded,decoded,GNN,KMeans,3,40,Diabetes,XGBClassifier,centroid,0.12573044297832228
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Diabetes,XGBClassifier,centroid,0.10684888469996849
Encoded,encoded,GNN,KMeans,2,40,Diabetes,XGBClassifier,centroid,0.11313226515865524
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Diabetes,XGBClassifier,centroid,0.0895381715362864
Original,original,,KMeans,4,40,Diabetes,XGBClassifier,centroid,0.16226830034558581
Decoded,decoded,MLP,KMeans,4,40,Diabetes,XGBClassifier,closest,0.14897895067546335
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Diabetes,XGBClassifier,closest,0.1169337103361608
Encoded,encoded,MLP,KMeans,3,40,Diabetes,XGBClassifier,closest,0.13546968268928677
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Diabetes,XGBClassifier,closest,0.11206409048067852
Original,original,,KMeans,2,40,Diabetes,XGBClassifier,closest,0.11812755262331127
Decoded,decoded,GNN,KMeans,4,40,Diabetes,XGBClassifier,closest,0.1313854853911403
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,Diabetes,XGBClassifier,closest,0.09560163367891919
Encoded,encoded,GNN,KMeans,3,40,Diabetes,XGBClassifier,closest,0.12648444863336464
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Diabetes,XGBClassifier,closest,0.0960100534087338
Original,original,,KMeans,2,40,Diabetes,XGBClassifier,closest,0.11812755262331127
Decoded,decoded,MLP,Agglo,4,40,Electricity,GaussianNB,centroid,0.1990372205416617
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Electricity,GaussianNB,centroid,0.1835668227770748
Encoded,encoded,MLP,Agglo,1,40,Electricity,GaussianNB,centroid,0.1172802684727128
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,GaussianNB,centroid,0.0797947532703313
Original,original,,Agglo,2,40,Electricity,GaussianNB,centroid,0.130520514530439
Decoded,decoded,GNN,Agglo,4,40,Electricity,GaussianNB,centroid,0.1782944198347275
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Electricity,GaussianNB,centroid,0.157681506875366
Encoded,encoded,GNN,Agglo,1,40,Electricity,GaussianNB,centroid,0.0878779042494656
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,GaussianNB,centroid,0.0797883507996115
Original,original,,Agglo,2,40,Electricity,GaussianNB,centroid,0.130520514530439
Decoded,decoded,MLP,Agglo,1,40,Electricity,GaussianNB,closest,0.1269234670203028
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Electricity,GaussianNB,closest,0.1366232101607844
Encoded,encoded,MLP,Agglo,3,40,Electricity,GaussianNB,closest,0.1391213147758883
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,GaussianNB,closest,0.0792004011369774
Original,original,,Agglo,4,40,Electricity,GaussianNB,closest,0.1618212430175035
Decoded,decoded,GNN,Agglo,3,40,Electricity,GaussianNB,closest,0.1452790970107434
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,Electricity,GaussianNB,closest,0.0848618334140508
Encoded,encoded,GNN,Agglo,2,40,Electricity,GaussianNB,closest,0.1033364479346009
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Electricity,GaussianNB,closest,0.0863497422530105
Original,original,,Agglo,4,40,Electricity,GaussianNB,closest,0.1618212430175035
Decoded,decoded,MLP,KIP,3,40,Electricity,GaussianNB,centroid,0.1991116286617695
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Electricity,GaussianNB,centroid,0.17208238775391183
Encoded,encoded,MLP,KIP,4,40,Electricity,GaussianNB,centroid,0.20411037352394518
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Electricity,GaussianNB,centroid,0.16817652562636445
Original,original,,KIP,1,40,Electricity,GaussianNB,centroid,0.17085918621427607
Decoded,decoded,GNN,KIP,4,40,Electricity,GaussianNB,centroid,0.17126377165112738
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,Electricity,GaussianNB,centroid,0.1570505782508703
Encoded,encoded,GNN,KIP,2,40,Electricity,GaussianNB,centroid,0.1614072250297302
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Electricity,GaussianNB,centroid,0.1433701591616186
Original,original,,KIP,3,40,Electricity,GaussianNB,centroid,0.17085918621427607
Decoded,decoded,MLP,KMeans,3,40,Electricity,GaussianNB,centroid,0.1504970092220934
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Electricity,GaussianNB,centroid,0.17141325983381464
Encoded,encoded,MLP,KMeans,2,40,Electricity,GaussianNB,centroid,0.11613138630606597
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,GaussianNB,centroid,0.06731978629693769
Original,original,,KMeans,1,40,Electricity,GaussianNB,centroid,0.09895572533020264
Decoded,decoded,GNN,KMeans,1,40,Electricity,GaussianNB,centroid,0.09389153580692679
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Electricity,GaussianNB,centroid,0.1310038566962236
Encoded,encoded,GNN,KMeans,2,40,Electricity,GaussianNB,centroid,0.09429111337064092
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Electricity,GaussianNB,centroid,0.08504302967450085
Original,original,,KMeans,3,40,Electricity,GaussianNB,centroid,0.09895572533020264
Decoded,decoded,MLP,KMeans,2,40,Electricity,GaussianNB,closest,0.1090975812606654
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Electricity,GaussianNB,closest,0.11908959401996551
Encoded,encoded,MLP,KMeans,4,40,Electricity,GaussianNB,closest,0.1326192317542262
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,GaussianNB,closest,0.08173828981766267
Original,original,,KMeans,1,40,Electricity,GaussianNB,closest,0.10413178693591693
Decoded,decoded,GNN,KMeans,4,40,Electricity,GaussianNB,closest,0.13125045958329418
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Electricity,GaussianNB,closest,0.1132155490023555
Encoded,encoded,GNN,KMeans,2,40,Electricity,GaussianNB,closest,0.11028798440079202
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Electricity,GaussianNB,closest,0.07994667565970802
Original,original,,KMeans,1,40,Electricity,GaussianNB,closest,0.10413178693591693
Decoded,decoded,MLP,Agglo,4,40,Electricity,KNeighborsClassifier,centroid,0.2917209924162433
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Electricity,KNeighborsClassifier,centroid,0.250295455675533
Encoded,encoded,MLP,Agglo,2,40,Electricity,KNeighborsClassifier,centroid,0.2486923929237414
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Electricity,KNeighborsClassifier,centroid,0.21572026810246
Original,original,,Agglo,0,40,Electricity,KNeighborsClassifier,centroid,0.210405017441763
Decoded,decoded,GNN,Agglo,4,40,Electricity,KNeighborsClassifier,centroid,0.2625482177865832
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Electricity,KNeighborsClassifier,centroid,0.2571704272573849
Encoded,encoded,GNN,Agglo,2,40,Electricity,KNeighborsClassifier,centroid,0.2369933958217944
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Electricity,KNeighborsClassifier,centroid,0.2178327967898327
Original,original,,Agglo,0,40,Electricity,KNeighborsClassifier,centroid,0.210405017441763
Decoded,decoded,MLP,Agglo,2,40,Electricity,KNeighborsClassifier,closest,0.2575051963664124
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Electricity,KNeighborsClassifier,closest,0.2545767776598656
Encoded,encoded,MLP,Agglo,4,40,Electricity,KNeighborsClassifier,closest,0.2710419934476724
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,KNeighborsClassifier,closest,0.2303123191043609
Original,original,,Agglo,3,40,Electricity,KNeighborsClassifier,closest,0.2610060463183243
Decoded,decoded,GNN,Agglo,2,40,Electricity,KNeighborsClassifier,closest,0.2593104500876276
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Electricity,KNeighborsClassifier,closest,0.2650367833873688
Encoded,encoded,GNN,Agglo,1,40,Electricity,KNeighborsClassifier,closest,0.2541357014104176
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,KNeighborsClassifier,closest,0.2399343118660094
Original,original,,Agglo,3,40,Electricity,KNeighborsClassifier,closest,0.2610060463183243
Decoded,decoded,MLP,KIP,2,40,Electricity,KNeighborsClassifier,centroid,0.3492986733411313
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Electricity,KNeighborsClassifier,centroid,0.34788876093151433
Encoded,encoded,MLP,KIP,3,40,Electricity,KNeighborsClassifier,centroid,0.35062806035203664
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Electricity,KNeighborsClassifier,centroid,0.3333097177968204
Original,original,,KIP,4,40,Electricity,KNeighborsClassifier,centroid,0.3537068831879166
Decoded,decoded,GNN,KIP,3,40,Electricity,KNeighborsClassifier,centroid,0.33437353372326795
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Electricity,KNeighborsClassifier,centroid,0.33418485051455793
Encoded,encoded,GNN,KIP,1,40,Electricity,KNeighborsClassifier,centroid,0.32450981586103594
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Electricity,KNeighborsClassifier,centroid,0.2983196930653869
Original,original,,KIP,4,40,Electricity,KNeighborsClassifier,centroid,0.3537068831879166
Decoded,decoded,MLP,KMeans,4,40,Electricity,KNeighborsClassifier,centroid,0.2747402056104537
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Electricity,KNeighborsClassifier,centroid,0.25823635975421194
Encoded,encoded,MLP,KMeans,3,40,Electricity,KNeighborsClassifier,centroid,0.26195464210948677
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,KNeighborsClassifier,centroid,0.2201297330010282
Original,original,,KMeans,1,40,Electricity,KNeighborsClassifier,centroid,0.22222572265855067
Decoded,decoded,GNN,KMeans,4,40,Electricity,KNeighborsClassifier,centroid,0.26200655658196215
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Electricity,KNeighborsClassifier,centroid,0.2572002825993718
Encoded,encoded,GNN,KMeans,2,40,Electricity,KNeighborsClassifier,centroid,0.24207892946210124
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Electricity,KNeighborsClassifier,centroid,0.2326117016029298
Original,original,,KMeans,0,40,Electricity,KNeighborsClassifier,centroid,0.22222572265855067
Decoded,decoded,MLP,KMeans,4,40,Electricity,KNeighborsClassifier,closest,0.2689751039738609
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Electricity,KNeighborsClassifier,closest,0.2520899563683375
Encoded,encoded,MLP,KMeans,3,40,Electricity,KNeighborsClassifier,closest,0.2680093522629886
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,KNeighborsClassifier,closest,0.2287893988541271
Original,original,,KMeans,1,40,Electricity,KNeighborsClassifier,closest,0.2390359287821929
Decoded,decoded,GNN,KMeans,4,40,Electricity,KNeighborsClassifier,closest,0.25495360163965064
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Electricity,KNeighborsClassifier,closest,0.254207579715066
Encoded,encoded,GNN,KMeans,2,40,Electricity,KNeighborsClassifier,closest,0.24768059783008992
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Electricity,KNeighborsClassifier,closest,0.23356068029124644
Original,original,,KMeans,1,40,Electricity,KNeighborsClassifier,closest,0.2390359287821929
Decoded,decoded,MLP,Agglo,4,40,Electricity,LogisticRegression,centroid,0.1846069095737055
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Electricity,LogisticRegression,centroid,0.1661237658919891
Encoded,encoded,MLP,Agglo,3,40,Electricity,LogisticRegression,centroid,0.1680707244393798
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Electricity,LogisticRegression,centroid,0.1337565331679762
Original,original,,Agglo,0,40,Electricity,LogisticRegression,centroid,0.1284335717263657
Decoded,decoded,GNN,Agglo,4,40,Electricity,LogisticRegression,centroid,0.2414285493076608
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Electricity,LogisticRegression,centroid,0.1798368200748472
Encoded,encoded,GNN,Agglo,2,40,Electricity,LogisticRegression,centroid,0.1402484087775371
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Electricity,LogisticRegression,centroid,0.138848222164194
Original,original,,Agglo,0,40,Electricity,LogisticRegression,centroid,0.1284335717263657
Decoded,decoded,MLP,Agglo,3,40,Electricity,LogisticRegression,closest,0.1712233145148063
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Electricity,LogisticRegression,closest,0.1699426646104945
Encoded,encoded,MLP,Agglo,1,40,Electricity,LogisticRegression,closest,0.1502749461615578
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,LogisticRegression,closest,0.1401757365584549
Original,original,,Agglo,4,40,Electricity,LogisticRegression,closest,0.1810521295013078
Decoded,decoded,GNN,Agglo,4,40,Electricity,LogisticRegression,closest,0.2074601229527138
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Electricity,LogisticRegression,closest,0.1832317681884077
Encoded,encoded,GNN,Agglo,1,40,Electricity,LogisticRegression,closest,0.1583380432439002
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,LogisticRegression,closest,0.1469365990903009
Original,original,,Agglo,2,40,Electricity,LogisticRegression,closest,0.1810521295013078
Decoded,decoded,MLP,KIP,3,40,Electricity,LogisticRegression,centroid,0.25688756675110486
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Electricity,LogisticRegression,centroid,0.26202513485125
Encoded,encoded,MLP,KIP,2,40,Electricity,LogisticRegression,centroid,0.24298597537614172
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Electricity,LogisticRegression,centroid,0.19195969583479672
Original,original,,KIP,1,40,Electricity,LogisticRegression,centroid,0.20141872125517532
Decoded,decoded,GNN,KIP,4,40,Electricity,LogisticRegression,centroid,0.2332597930360892
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Electricity,LogisticRegression,centroid,0.2323866706363646
Encoded,encoded,GNN,KIP,1,40,Electricity,LogisticRegression,centroid,0.18943193434326017
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Electricity,LogisticRegression,centroid,0.18870017964525626
Original,original,,KIP,2,40,Electricity,LogisticRegression,centroid,0.20141872125517532
Decoded,decoded,MLP,KMeans,4,40,Electricity,LogisticRegression,centroid,0.2159685675936099
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Electricity,LogisticRegression,centroid,0.18586596310104736
Encoded,encoded,MLP,KMeans,2,40,Electricity,LogisticRegression,centroid,0.15784662888884343
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Electricity,LogisticRegression,centroid,0.14713484937318885
Original,original,,KMeans,0,40,Electricity,LogisticRegression,centroid,0.11659576579626577
Decoded,decoded,GNN,KMeans,3,40,Electricity,LogisticRegression,centroid,0.16530325606733845
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Electricity,LogisticRegression,centroid,0.19660864150694607
Encoded,encoded,GNN,KMeans,2,40,Electricity,LogisticRegression,centroid,0.14551168398013367
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Electricity,LogisticRegression,centroid,0.13737318140557803
Original,original,,KMeans,0,40,Electricity,LogisticRegression,centroid,0.11659576579626577
Decoded,decoded,MLP,KMeans,3,40,Electricity,LogisticRegression,closest,0.18583268286125126
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Electricity,LogisticRegression,closest,0.1761592538657045
Encoded,encoded,MLP,KMeans,4,40,Electricity,LogisticRegression,closest,0.19498099495365045
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,LogisticRegression,closest,0.139046014946429
Original,original,,KMeans,1,40,Electricity,LogisticRegression,closest,0.14333454395044537
Decoded,decoded,GNN,KMeans,3,40,Electricity,LogisticRegression,closest,0.17318284846475682
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Electricity,LogisticRegression,closest,0.17794504314465764
Encoded,encoded,GNN,KMeans,2,40,Electricity,LogisticRegression,closest,0.15247594660990835
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Electricity,LogisticRegression,closest,0.14551600090937047
Original,original,,KMeans,0,40,Electricity,LogisticRegression,closest,0.14333454395044537
Decoded,decoded,MLP,Agglo,4,40,Electricity,MLPClassifier,centroid,0.2499000299515544
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Electricity,MLPClassifier,centroid,0.2382961021668585
Encoded,encoded,MLP,Agglo,1,40,Electricity,MLPClassifier,centroid,0.2066063451902771
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,MLPClassifier,centroid,0.1825812579467819
Original,original,,Agglo,2,40,Electricity,MLPClassifier,centroid,0.2200809524714059
Decoded,decoded,GNN,Agglo,4,40,Electricity,MLPClassifier,centroid,0.2810613485449275
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Electricity,MLPClassifier,centroid,0.2300165628884945
Encoded,encoded,GNN,Agglo,1,40,Electricity,MLPClassifier,centroid,0.1984231973401407
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,MLPClassifier,centroid,0.1889164226446813
Original,original,,Agglo,2,40,Electricity,MLPClassifier,centroid,0.2200809524714059
Decoded,decoded,MLP,Agglo,3,40,Electricity,MLPClassifier,closest,0.2200621749204526
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Electricity,MLPClassifier,closest,0.213907927843913
Encoded,encoded,MLP,Agglo,1,40,Electricity,MLPClassifier,closest,0.2091089300970559
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,MLPClassifier,closest,0.1892321576391185
Original,original,,Agglo,4,40,Electricity,MLPClassifier,closest,0.2242190348523864
Decoded,decoded,GNN,Agglo,4,40,Electricity,MLPClassifier,closest,0.265682806452489
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Electricity,MLPClassifier,closest,0.2221022333692536
Encoded,encoded,GNN,Agglo,3,40,Electricity,MLPClassifier,closest,0.2280422530818722
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,MLPClassifier,closest,0.2045791316748818
Original,original,,Agglo,2,40,Electricity,MLPClassifier,closest,0.2242190348523864
Decoded,decoded,MLP,KIP,3,40,Electricity,MLPClassifier,centroid,0.3142407585738705
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Electricity,MLPClassifier,centroid,0.32236769351205125
Encoded,encoded,MLP,KIP,2,40,Electricity,MLPClassifier,centroid,0.2916462268035334
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Electricity,MLPClassifier,centroid,0.24700192995124418
Original,original,,KIP,0,40,Electricity,MLPClassifier,centroid,0.23649413217861004
Decoded,decoded,GNN,KIP,4,40,Electricity,MLPClassifier,centroid,0.2901146426634774
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Electricity,MLPClassifier,centroid,0.28504882952449295
Encoded,encoded,GNN,KIP,2,40,Electricity,MLPClassifier,centroid,0.25629074354366554
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,Electricity,MLPClassifier,centroid,0.24700996347739115
Original,original,,KIP,0,40,Electricity,MLPClassifier,centroid,0.23649413217861004
Decoded,decoded,MLP,KMeans,4,40,Electricity,MLPClassifier,centroid,0.2519073447057075
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Electricity,MLPClassifier,centroid,0.2406675381264564
Encoded,encoded,MLP,KMeans,2,40,Electricity,MLPClassifier,centroid,0.1911067123866468
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Electricity,MLPClassifier,centroid,0.18862171850731194
Original,original,,KMeans,0,40,Electricity,MLPClassifier,centroid,0.18536458084723542
Decoded,decoded,GNN,KMeans,3,40,Electricity,MLPClassifier,centroid,0.22123562490029522
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Electricity,MLPClassifier,centroid,0.2482922361684695
Encoded,encoded,GNN,KMeans,2,40,Electricity,MLPClassifier,centroid,0.19922734459902927
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Electricity,MLPClassifier,centroid,0.18443141820637587
Original,original,,KMeans,1,40,Electricity,MLPClassifier,centroid,0.18536458084723542
Decoded,decoded,MLP,KMeans,3,40,Electricity,MLPClassifier,closest,0.22962544555182393
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Electricity,MLPClassifier,closest,0.22300020306968862
Encoded,encoded,MLP,KMeans,4,40,Electricity,MLPClassifier,closest,0.23922851370567993
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,MLPClassifier,closest,0.18115650446473003
Original,original,,KMeans,1,40,Electricity,MLPClassifier,closest,0.19492287678829623
Decoded,decoded,GNN,KMeans,4,40,Electricity,MLPClassifier,closest,0.2314668211832327
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Electricity,MLPClassifier,closest,0.22161727181996316
Encoded,encoded,GNN,KMeans,2,40,Electricity,MLPClassifier,closest,0.20650649216135206
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Electricity,MLPClassifier,closest,0.19776206426352827
Original,original,,KMeans,0,40,Electricity,MLPClassifier,closest,0.19492287678829623
Decoded,decoded,MLP,Agglo,3,40,Electricity,XGBClassifier,centroid,0.3477990788255862
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Electricity,XGBClassifier,centroid,0.3350600559735421
Encoded,encoded,MLP,Agglo,0,40,Electricity,XGBClassifier,centroid,0.3054097605737389
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Electricity,XGBClassifier,centroid,0.3094023252794302
Original,original,,Agglo,4,40,Electricity,XGBClassifier,centroid,0.4050171220410591
Decoded,decoded,GNN,Agglo,3,40,Electricity,XGBClassifier,centroid,0.372294295492232
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Electricity,XGBClassifier,centroid,0.3463992568573003
Encoded,encoded,GNN,Agglo,1,40,Electricity,XGBClassifier,centroid,0.3403283502694211
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,XGBClassifier,centroid,0.2985703223820399
Original,original,,Agglo,4,40,Electricity,XGBClassifier,centroid,0.4050171220410591
Decoded,decoded,MLP,Agglo,3,40,Electricity,XGBClassifier,closest,0.3542740711900618
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Electricity,XGBClassifier,closest,0.3731552558560532
Encoded,encoded,MLP,Agglo,1,40,Electricity,XGBClassifier,closest,0.3439930635889564
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Electricity,XGBClassifier,closest,0.2992710309993105
Original,original,,Agglo,2,40,Electricity,XGBClassifier,closest,0.3444133437351138
Decoded,decoded,GNN,Agglo,4,40,Electricity,XGBClassifier,closest,0.3877415486902815
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Electricity,XGBClassifier,closest,0.3737139374352043
Encoded,encoded,GNN,Agglo,1,40,Electricity,XGBClassifier,closest,0.3318338475085953
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Electricity,XGBClassifier,closest,0.3031468995613596
Original,original,,Agglo,2,40,Electricity,XGBClassifier,closest,0.3444133437351138
Decoded,decoded,MLP,KIP,2,40,Electricity,XGBClassifier,centroid,0.4147135564082764
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Electricity,XGBClassifier,centroid,0.4155825511130559
Encoded,encoded,MLP,KIP,1,40,Electricity,XGBClassifier,centroid,0.39736867115577806
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Electricity,XGBClassifier,centroid,0.38312032339237523
Original,original,,KIP,4,40,Electricity,XGBClassifier,centroid,0.415847181614102
Decoded,decoded,GNN,KIP,3,40,Electricity,XGBClassifier,centroid,0.40275814767737445
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Electricity,XGBClassifier,centroid,0.39224620353219014
Encoded,encoded,GNN,KIP,1,40,Electricity,XGBClassifier,centroid,0.3791496766782031
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Electricity,XGBClassifier,centroid,0.3534935025772251
Original,original,,KIP,4,40,Electricity,XGBClassifier,centroid,0.415847181614102
Decoded,decoded,MLP,KMeans,3,40,Electricity,XGBClassifier,centroid,0.38242034956441007
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Electricity,XGBClassifier,centroid,0.3467938967240095
Encoded,encoded,MLP,KMeans,1,40,Electricity,XGBClassifier,centroid,0.317626599604896
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,XGBClassifier,centroid,0.30875047048269166
Original,original,,KMeans,4,40,Electricity,XGBClassifier,centroid,0.435263418582106
Decoded,decoded,GNN,KMeans,2,40,Electricity,XGBClassifier,centroid,0.3579435509718023
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Electricity,XGBClassifier,centroid,0.3742960065844856
Encoded,encoded,GNN,KMeans,1,40,Electricity,XGBClassifier,centroid,0.3202679544558252
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Electricity,XGBClassifier,centroid,0.3055270271459206
Original,original,,KMeans,4,40,Electricity,XGBClassifier,centroid,0.435263418582106
Decoded,decoded,MLP,KMeans,4,40,Electricity,XGBClassifier,closest,0.354086158493473
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Electricity,XGBClassifier,closest,0.35381985537992905
Encoded,encoded,MLP,KMeans,2,40,Electricity,XGBClassifier,closest,0.3439406228364201
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Electricity,XGBClassifier,closest,0.2995139562110048
Original,original,,KMeans,1,40,Electricity,XGBClassifier,closest,0.3318003952586366
Decoded,decoded,GNN,KMeans,4,40,Electricity,XGBClassifier,closest,0.3691851118924585
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Electricity,XGBClassifier,closest,0.34943678883151186
Encoded,encoded,GNN,KMeans,2,40,Electricity,XGBClassifier,closest,0.3428209392908374
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Electricity,XGBClassifier,closest,0.3059611135963963
Original,original,,KMeans,1,40,Electricity,XGBClassifier,closest,0.3318003952586366
Decoded,decoded,MLP,Agglo,4,40,Elevators,GaussianNB,centroid,0.0116801269601439
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Elevators,GaussianNB,centroid,-0.06222246000749
Encoded,encoded,MLP,Agglo,1,40,Elevators,GaussianNB,centroid,-0.1365092277515173
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,GaussianNB,centroid,-0.2925543058220791
Original,original,,Agglo,2,40,Elevators,GaussianNB,centroid,-0.0925907901038641
Decoded,decoded,GNN,Agglo,4,40,Elevators,GaussianNB,centroid,-0.0197924005690516
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Elevators,GaussianNB,centroid,-0.0676216180327751
Encoded,encoded,GNN,Agglo,1,40,Elevators,GaussianNB,centroid,-0.1584352497465114
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,GaussianNB,centroid,-0.3223624797193158
Original,original,,Agglo,2,40,Elevators,GaussianNB,centroid,-0.0925907901038641
Decoded,decoded,MLP,Agglo,2,40,Elevators,GaussianNB,closest,-0.1282242017129563
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Elevators,GaussianNB,closest,-0.0498526125259691
Encoded,encoded,MLP,Agglo,1,40,Elevators,GaussianNB,closest,-0.1392236325323763
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,GaussianNB,closest,-0.2833958486559796
Original,original,,Agglo,3,40,Elevators,GaussianNB,closest,-0.0518998577370849
Decoded,decoded,GNN,Agglo,2,40,Elevators,GaussianNB,closest,-0.0623255957863877
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Elevators,GaussianNB,closest,-0.0091868195052962
Encoded,encoded,GNN,Agglo,1,40,Elevators,GaussianNB,closest,-0.1665069136424784
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,GaussianNB,closest,-0.3413684699742738
Original,original,,Agglo,3,40,Elevators,GaussianNB,closest,-0.0518998577370849
Decoded,decoded,MLP,KIP,4,40,Elevators,GaussianNB,centroid,-0.017160504411310562
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Elevators,GaussianNB,centroid,-0.03691255310686864
Encoded,encoded,MLP,KIP,3,40,Elevators,GaussianNB,centroid,-0.02388250772067992
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Elevators,GaussianNB,centroid,-0.212795669328644
Original,original,,KIP,1,40,Elevators,GaussianNB,centroid,-0.047378127350770606
Decoded,decoded,GNN,KIP,3,40,Elevators,GaussianNB,centroid,-0.012662624173866299
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Elevators,GaussianNB,centroid,-0.006312683186869698
Encoded,encoded,GNN,KIP,1,40,Elevators,GaussianNB,centroid,-0.0704586254707986
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Elevators,GaussianNB,centroid,-0.32388914708644634
Original,original,,KIP,2,40,Elevators,GaussianNB,centroid,-0.047378127350770606
Decoded,decoded,MLP,KMeans,4,40,Elevators,GaussianNB,centroid,-0.040185438130457656
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Elevators,GaussianNB,centroid,-0.045465345411392445
Encoded,encoded,MLP,KMeans,1,40,Elevators,GaussianNB,centroid,-0.18793285602954315
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,GaussianNB,centroid,-0.2998344026150076
Original,original,,KMeans,2,40,Elevators,GaussianNB,centroid,-0.06649357045108356
Decoded,decoded,GNN,KMeans,4,40,Elevators,GaussianNB,centroid,-0.04023816629741906
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Elevators,GaussianNB,centroid,-0.06839204230113963
Encoded,encoded,GNN,KMeans,1,40,Elevators,GaussianNB,centroid,-0.15970871877644857
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,GaussianNB,centroid,-0.31966238502777883
Original,original,,KMeans,3,40,Elevators,GaussianNB,centroid,-0.06649357045108356
Decoded,decoded,MLP,KMeans,1,40,Elevators,GaussianNB,closest,-0.14843004783566333
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Elevators,GaussianNB,closest,-0.07538658190624567
Encoded,encoded,MLP,KMeans,2,40,Elevators,GaussianNB,closest,-0.13800727494000395
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,GaussianNB,closest,-0.26903921931372154
Original,original,,KMeans,4,40,Elevators,GaussianNB,closest,-0.046193612930132584
Decoded,decoded,GNN,KMeans,3,40,Elevators,GaussianNB,closest,-0.05675639264564536
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Elevators,GaussianNB,closest,-0.09005029803017103
Encoded,encoded,GNN,KMeans,1,40,Elevators,GaussianNB,closest,-0.14972775377364128
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,GaussianNB,closest,-0.3410838152245168
Original,original,,KMeans,4,40,Elevators,GaussianNB,closest,-0.046193612930132584
Decoded,decoded,MLP,Agglo,4,40,Elevators,KNeighborsClassifier,centroid,0.0970339827279833
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Elevators,KNeighborsClassifier,centroid,0.0462970548167567
Encoded,encoded,MLP,Agglo,3,40,Elevators,KNeighborsClassifier,centroid,0.0841285156159135
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,KNeighborsClassifier,centroid,-0.0231606637357435
Original,original,,Agglo,1,40,Elevators,KNeighborsClassifier,centroid,0.0219470309992142
Decoded,decoded,GNN,Agglo,4,40,Elevators,KNeighborsClassifier,centroid,0.0686455959796393
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Elevators,KNeighborsClassifier,centroid,0.0614452140898716
Encoded,encoded,GNN,Agglo,2,40,Elevators,KNeighborsClassifier,centroid,0.0587585346193793
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,KNeighborsClassifier,centroid,-0.043178018683876
Original,original,,Agglo,1,40,Elevators,KNeighborsClassifier,centroid,0.0219470309992142
Decoded,decoded,MLP,Agglo,3,40,Elevators,KNeighborsClassifier,closest,0.0613339644223562
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Elevators,KNeighborsClassifier,closest,0.0432993819575288
Encoded,encoded,MLP,Agglo,4,40,Elevators,KNeighborsClassifier,closest,0.1186078216607147
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,KNeighborsClassifier,closest,0.0160578781452051
Original,original,,Agglo,2,40,Elevators,KNeighborsClassifier,closest,0.0579630994966457
Decoded,decoded,GNN,Agglo,1,40,Elevators,KNeighborsClassifier,closest,0.0528142626119196
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Elevators,KNeighborsClassifier,closest,0.0662208589081147
Encoded,encoded,GNN,Agglo,4,40,Elevators,KNeighborsClassifier,closest,0.0875898973165569
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,KNeighborsClassifier,closest,-0.0166070469584846
Original,original,,Agglo,2,40,Elevators,KNeighborsClassifier,closest,0.0579630994966457
Decoded,decoded,MLP,KIP,1,40,Elevators,KNeighborsClassifier,centroid,0.1830403927315535
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Elevators,KNeighborsClassifier,centroid,0.20604813874249445
Encoded,encoded,MLP,KIP,3,40,Elevators,KNeighborsClassifier,centroid,0.21936765688984355
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Elevators,KNeighborsClassifier,centroid,0.1370750641961149
Original,original,,KIP,4,40,Elevators,KNeighborsClassifier,centroid,0.3104197449955347
Decoded,decoded,GNN,KIP,3,40,Elevators,KNeighborsClassifier,centroid,0.22001674813176408
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Elevators,KNeighborsClassifier,centroid,0.20284212559682907
Encoded,encoded,GNN,KIP,1,40,Elevators,KNeighborsClassifier,centroid,0.2010051913140305
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Elevators,KNeighborsClassifier,centroid,0.030880783844930038
Original,original,,KIP,4,40,Elevators,KNeighborsClassifier,centroid,0.3104197449955347
Decoded,decoded,MLP,KMeans,3,40,Elevators,KNeighborsClassifier,centroid,0.07116631117341085
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Elevators,KNeighborsClassifier,centroid,0.0550220628317894
Encoded,encoded,MLP,KMeans,4,40,Elevators,KNeighborsClassifier,centroid,0.0753249248811904
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,KNeighborsClassifier,centroid,-0.01988294512256172
Original,original,,KMeans,1,40,Elevators,KNeighborsClassifier,centroid,0.036161299881569645
Decoded,decoded,GNN,KMeans,3,40,Elevators,KNeighborsClassifier,centroid,0.05993596064593574
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Elevators,KNeighborsClassifier,centroid,0.06363663026779812
Encoded,encoded,GNN,KMeans,2,40,Elevators,KNeighborsClassifier,centroid,0.05984028593187264
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,KNeighborsClassifier,centroid,-0.046506912144114745
Original,original,,KMeans,1,40,Elevators,KNeighborsClassifier,centroid,0.036161299881569645
Decoded,decoded,MLP,KMeans,3,40,Elevators,KNeighborsClassifier,closest,0.05273375830706324
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Elevators,KNeighborsClassifier,closest,0.04942731705245016
Encoded,encoded,MLP,KMeans,4,40,Elevators,KNeighborsClassifier,closest,0.1033641899456595
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,KNeighborsClassifier,closest,0.017973294011632637
Original,original,,KMeans,2,40,Elevators,KNeighborsClassifier,closest,0.049715352555253126
Decoded,decoded,GNN,KMeans,3,40,Elevators,KNeighborsClassifier,closest,0.06393589187341395
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Elevators,KNeighborsClassifier,closest,0.06068082773798071
Encoded,encoded,GNN,KMeans,4,40,Elevators,KNeighborsClassifier,closest,0.08102677374952842
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,KNeighborsClassifier,closest,-0.03911882172443048
Original,original,,KMeans,1,40,Elevators,KNeighborsClassifier,closest,0.049715352555253126
Decoded,decoded,MLP,Agglo,3,40,Elevators,LogisticRegression,centroid,0.2114815538588239
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Elevators,LogisticRegression,centroid,0.2348070588071076
Encoded,encoded,MLP,Agglo,2,40,Elevators,LogisticRegression,centroid,0.1954449965801705
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,LogisticRegression,centroid,0.1049739325246717
Original,original,,Agglo,1,40,Elevators,LogisticRegression,centroid,0.1862768875364665
Decoded,decoded,GNN,Agglo,3,40,Elevators,LogisticRegression,centroid,0.2677547598442233
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Elevators,LogisticRegression,centroid,0.2712849485629738
Encoded,encoded,GNN,Agglo,2,40,Elevators,LogisticRegression,centroid,0.2110824283580632
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,LogisticRegression,centroid,0.1155959052777041
Original,original,,Agglo,1,40,Elevators,LogisticRegression,centroid,0.1862768875364665
Decoded,decoded,MLP,Agglo,3,40,Elevators,LogisticRegression,closest,0.2237510643346687
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Elevators,LogisticRegression,closest,0.2389274298237043
Encoded,encoded,MLP,Agglo,2,40,Elevators,LogisticRegression,closest,0.2120555966555465
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,LogisticRegression,closest,0.1089992113454586
Original,original,,Agglo,1,40,Elevators,LogisticRegression,closest,0.1988120454767522
Decoded,decoded,GNN,Agglo,4,40,Elevators,LogisticRegression,closest,0.2569417302941054
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Elevators,LogisticRegression,closest,0.2244372112337908
Encoded,encoded,GNN,Agglo,3,40,Elevators,LogisticRegression,closest,0.2359992008765931
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,LogisticRegression,closest,0.1163932838737594
Original,original,,Agglo,1,40,Elevators,LogisticRegression,closest,0.1988120454767522
Decoded,decoded,MLP,KIP,4,40,Elevators,LogisticRegression,centroid,0.2973532962968133
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Elevators,LogisticRegression,centroid,0.28203804385756764
Encoded,encoded,MLP,KIP,2,40,Elevators,LogisticRegression,centroid,0.2596952164263481
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Elevators,LogisticRegression,centroid,0.12542861280551637
Original,original,,KIP,1,40,Elevators,LogisticRegression,centroid,0.23877345025892996
Decoded,decoded,GNN,KIP,4,40,Elevators,LogisticRegression,centroid,0.3123214186010803
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Elevators,LogisticRegression,centroid,0.30717632012395135
Encoded,encoded,GNN,KIP,2,40,Elevators,LogisticRegression,centroid,0.2832804364819028
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Elevators,LogisticRegression,centroid,0.12224084323222735
Original,original,,KIP,1,40,Elevators,LogisticRegression,centroid,0.23877345025892996
Decoded,decoded,MLP,KMeans,4,40,Elevators,LogisticRegression,centroid,0.2397070113482503
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Elevators,LogisticRegression,centroid,0.2060513532753591
Encoded,encoded,MLP,KMeans,2,40,Elevators,LogisticRegression,centroid,0.2019684956938066
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,LogisticRegression,centroid,0.10339880445554916
Original,original,,KMeans,1,40,Elevators,LogisticRegression,centroid,0.18893781144875138
Decoded,decoded,GNN,KMeans,4,40,Elevators,LogisticRegression,centroid,0.2452984324618584
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Elevators,LogisticRegression,centroid,0.24213360715232896
Encoded,encoded,GNN,KMeans,2,40,Elevators,LogisticRegression,centroid,0.22127997585181663
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,LogisticRegression,centroid,0.11561867506037045
Original,original,,KMeans,1,40,Elevators,LogisticRegression,centroid,0.18893781144875138
Decoded,decoded,MLP,KMeans,1,40,Elevators,LogisticRegression,closest,0.19747246688348855
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Elevators,LogisticRegression,closest,0.21908500369899914
Encoded,encoded,MLP,KMeans,3,40,Elevators,LogisticRegression,closest,0.215207248642537
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,LogisticRegression,closest,0.1112190470540612
Original,original,,KMeans,2,40,Elevators,LogisticRegression,closest,0.21207103823229714
Decoded,decoded,GNN,KMeans,3,40,Elevators,LogisticRegression,closest,0.23404571055680404
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Elevators,LogisticRegression,closest,0.21305057508968325
Encoded,encoded,GNN,KMeans,4,40,Elevators,LogisticRegression,closest,0.24102844390781814
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,LogisticRegression,closest,0.10972749542859532
Original,original,,KMeans,1,40,Elevators,LogisticRegression,closest,0.21207103823229714
Decoded,decoded,MLP,Agglo,2,40,Elevators,MLPClassifier,centroid,0.2026354558775979
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Elevators,MLPClassifier,centroid,0.2150076418244293
Encoded,encoded,MLP,Agglo,1,40,Elevators,MLPClassifier,centroid,0.1937439864114228
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,MLPClassifier,centroid,0.1029609499052484
Original,original,,Agglo,4,40,Elevators,MLPClassifier,centroid,0.2224722581864658
Decoded,decoded,GNN,Agglo,3,40,Elevators,MLPClassifier,centroid,0.2348076898675054
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Elevators,MLPClassifier,centroid,0.2443883018172797
Encoded,encoded,GNN,Agglo,1,40,Elevators,MLPClassifier,centroid,0.1948803057954914
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,MLPClassifier,centroid,0.1110363871606848
Original,original,,Agglo,2,40,Elevators,MLPClassifier,centroid,0.2224722581864658
Decoded,decoded,MLP,Agglo,2,40,Elevators,MLPClassifier,closest,0.2040154910479298
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Elevators,MLPClassifier,closest,0.237858293928239
Encoded,encoded,MLP,Agglo,3,40,Elevators,MLPClassifier,closest,0.2126173018956013
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,MLPClassifier,closest,0.111069641020211
Original,original,,Agglo,1,40,Elevators,MLPClassifier,closest,0.1838557762610323
Decoded,decoded,GNN,Agglo,4,40,Elevators,MLPClassifier,closest,0.2366664055946994
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Elevators,MLPClassifier,closest,0.2145092714823214
Encoded,encoded,GNN,Agglo,3,40,Elevators,MLPClassifier,closest,0.2320996880700466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,MLPClassifier,closest,0.1002844517641829
Original,original,,Agglo,1,40,Elevators,MLPClassifier,closest,0.1838557762610323
Decoded,decoded,MLP,KIP,4,40,Elevators,MLPClassifier,centroid,0.29504128072864455
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Elevators,MLPClassifier,centroid,0.2847571746295804
Encoded,encoded,MLP,KIP,2,40,Elevators,MLPClassifier,centroid,0.27404838174030577
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Elevators,MLPClassifier,centroid,0.13072512228450517
Original,original,,KIP,1,40,Elevators,MLPClassifier,centroid,0.20426690772797818
Decoded,decoded,GNN,KIP,4,40,Elevators,MLPClassifier,centroid,0.30749485112115826
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Elevators,MLPClassifier,centroid,0.2943257101777375
Encoded,encoded,GNN,KIP,2,40,Elevators,MLPClassifier,centroid,0.2774961068919062
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Elevators,MLPClassifier,centroid,0.11546186329250843
Original,original,,KIP,1,40,Elevators,MLPClassifier,centroid,0.20426690772797818
Decoded,decoded,MLP,KMeans,3,40,Elevators,MLPClassifier,centroid,0.22035022439791918
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Elevators,MLPClassifier,centroid,0.2026993382919505
Encoded,encoded,MLP,KMeans,1,40,Elevators,MLPClassifier,centroid,0.19384672333532715
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,MLPClassifier,centroid,0.09785674499846643
Original,original,,KMeans,4,40,Elevators,MLPClassifier,centroid,0.2225364906414451
Decoded,decoded,GNN,KMeans,4,40,Elevators,MLPClassifier,centroid,0.22593626022720265
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Elevators,MLPClassifier,centroid,0.2243787544591894
Encoded,encoded,GNN,KMeans,1,40,Elevators,MLPClassifier,centroid,0.2021420736144189
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,MLPClassifier,centroid,0.11421221825558128
Original,original,,KMeans,2,40,Elevators,MLPClassifier,centroid,0.2225364906414451
Decoded,decoded,MLP,KMeans,1,40,Elevators,MLPClassifier,closest,0.18357119323161447
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Elevators,MLPClassifier,closest,0.2117360746181604
Encoded,encoded,MLP,KMeans,2,40,Elevators,MLPClassifier,closest,0.20703389137101724
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,MLPClassifier,closest,0.10800538537504012
Original,original,,KMeans,3,40,Elevators,MLPClassifier,closest,0.2091298471328829
Decoded,decoded,GNN,KMeans,3,40,Elevators,MLPClassifier,closest,0.22199725305618284
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Elevators,MLPClassifier,closest,0.19740024826631444
Encoded,encoded,GNN,KMeans,4,40,Elevators,MLPClassifier,closest,0.22520511286841227
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,MLPClassifier,closest,0.09819287151014963
Original,original,,KMeans,2,40,Elevators,MLPClassifier,closest,0.2091298471328829
Decoded,decoded,MLP,Agglo,1,40,Elevators,XGBClassifier,centroid,0.2209381955901077
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Elevators,XGBClassifier,centroid,0.3101858029147739
Encoded,encoded,MLP,Agglo,2,40,Elevators,XGBClassifier,centroid,0.2279741765140944
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,XGBClassifier,centroid,0.1729994176814531
Original,original,,Agglo,4,40,Elevators,XGBClassifier,centroid,0.318277291432318
Decoded,decoded,GNN,Agglo,2,40,Elevators,XGBClassifier,centroid,0.242956287228844
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Elevators,XGBClassifier,centroid,0.2866434328341064
Encoded,encoded,GNN,Agglo,1,40,Elevators,XGBClassifier,centroid,0.2246728986827584
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,XGBClassifier,centroid,0.1322945559843171
Original,original,,Agglo,4,40,Elevators,XGBClassifier,centroid,0.318277291432318
Decoded,decoded,MLP,Agglo,2,40,Elevators,XGBClassifier,closest,0.2534914812716989
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Elevators,XGBClassifier,closest,0.3406815336096769
Encoded,encoded,MLP,Agglo,1,40,Elevators,XGBClassifier,closest,0.2461241354690314
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Elevators,XGBClassifier,closest,0.1824000183797053
Original,original,,Agglo,3,40,Elevators,XGBClassifier,closest,0.2654215005438802
Decoded,decoded,GNN,Agglo,3,40,Elevators,XGBClassifier,closest,0.2631328737817922
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Elevators,XGBClassifier,closest,0.243460403664277
Encoded,encoded,GNN,Agglo,2,40,Elevators,XGBClassifier,closest,0.2467409159632159
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Elevators,XGBClassifier,closest,0.1160651878662135
Original,original,,Agglo,4,40,Elevators,XGBClassifier,closest,0.2654215005438802
Decoded,decoded,MLP,KIP,3,40,Elevators,XGBClassifier,centroid,0.31664653440937085
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Elevators,XGBClassifier,centroid,0.29678240284602664
Encoded,encoded,MLP,KIP,2,40,Elevators,XGBClassifier,centroid,0.30457469096911416
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Elevators,XGBClassifier,centroid,0.20596209362515827
Original,original,,KIP,4,40,Elevators,XGBClassifier,centroid,0.3546678707729991
Decoded,decoded,GNN,KIP,3,40,Elevators,XGBClassifier,centroid,0.3167834985592255
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Elevators,XGBClassifier,centroid,0.306299467253639
Encoded,encoded,GNN,KIP,1,40,Elevators,XGBClassifier,centroid,0.2951868146822034
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Elevators,XGBClassifier,centroid,0.1267897458917382
Original,original,,KIP,4,40,Elevators,XGBClassifier,centroid,0.3546678707729991
Decoded,decoded,MLP,KMeans,3,40,Elevators,XGBClassifier,centroid,0.275328515140724
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Elevators,XGBClassifier,centroid,0.24002048276770088
Encoded,encoded,MLP,KMeans,1,40,Elevators,XGBClassifier,centroid,0.2168087706539729
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,XGBClassifier,centroid,0.15332606392426143
Original,original,,KMeans,4,40,Elevators,XGBClassifier,centroid,0.3734212672630055
Decoded,decoded,GNN,KMeans,2,40,Elevators,XGBClassifier,centroid,0.2612920756077453
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Elevators,XGBClassifier,centroid,0.29660205198805667
Encoded,encoded,GNN,KMeans,1,40,Elevators,XGBClassifier,centroid,0.23660901506870738
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,XGBClassifier,centroid,0.1337896743169244
Original,original,,KMeans,4,40,Elevators,XGBClassifier,centroid,0.3734212672630055
Decoded,decoded,MLP,KMeans,1,40,Elevators,XGBClassifier,closest,0.22785382479015767
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Elevators,XGBClassifier,closest,0.2657333369857106
Encoded,encoded,MLP,KMeans,3,40,Elevators,XGBClassifier,closest,0.25371557229365466
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Elevators,XGBClassifier,closest,0.15576561634309255
Original,original,,KMeans,2,40,Elevators,XGBClassifier,closest,0.24652548461008955
Decoded,decoded,GNN,KMeans,3,40,Elevators,XGBClassifier,closest,0.25376496775157
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Elevators,XGBClassifier,closest,0.24309616738963116
Encoded,encoded,GNN,KMeans,4,40,Elevators,XGBClassifier,closest,0.25767516168396976
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Elevators,XGBClassifier,closest,0.13013847517370147
Original,original,,KMeans,2,40,Elevators,XGBClassifier,closest,0.24652548461008955
Decoded,decoded,MLP,Agglo,4,40,Higgs,GaussianNB,centroid,0.1602081695861873
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Higgs,GaussianNB,centroid,0.1490728344895428
Encoded,encoded,MLP,Agglo,1,40,Higgs,GaussianNB,centroid,0.0777203486330054
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,GaussianNB,centroid,0.022155772783787
Original,original,,Agglo,2,40,Higgs,GaussianNB,centroid,0.1188083852915347
Decoded,decoded,GNN,Agglo,3,40,Higgs,GaussianNB,centroid,0.1373370464739116
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Higgs,GaussianNB,centroid,0.1581094607344311
Encoded,encoded,GNN,Agglo,1,40,Higgs,GaussianNB,centroid,0.0743694937852761
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,GaussianNB,centroid,-0.0231873031792443
Original,original,,Agglo,2,40,Higgs,GaussianNB,centroid,0.1188083852915347
Decoded,decoded,MLP,Agglo,2,40,Higgs,GaussianNB,closest,0.0936258280826055
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Higgs,GaussianNB,closest,0.1253516591610315
Encoded,encoded,MLP,Agglo,1,40,Higgs,GaussianNB,closest,0.0802031700556791
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,GaussianNB,closest,0.0342119532474738
Original,original,,Agglo,3,40,Higgs,GaussianNB,closest,0.1103810768273239
Decoded,decoded,GNN,Agglo,3,40,Higgs,GaussianNB,closest,0.1265903192503898
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Higgs,GaussianNB,closest,0.1362935390844677
Encoded,encoded,GNN,Agglo,1,40,Higgs,GaussianNB,closest,0.0938443689282573
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,GaussianNB,closest,-0.0144098641139301
Original,original,,Agglo,2,40,Higgs,GaussianNB,closest,0.1103810768273239
Decoded,decoded,MLP,KIP,3,40,Higgs,GaussianNB,centroid,0.1508491955939625
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Higgs,GaussianNB,centroid,0.14905293570425837
Encoded,encoded,MLP,KIP,1,40,Higgs,GaussianNB,centroid,0.13798452716981083
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Higgs,GaussianNB,centroid,0.09716068225107258
Original,original,,KIP,4,40,Higgs,GaussianNB,centroid,0.16199785313168685
Decoded,decoded,GNN,KIP,2,40,Higgs,GaussianNB,centroid,0.1490981150632012
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Higgs,GaussianNB,centroid,0.1515168391348561
Encoded,encoded,GNN,KIP,1,40,Higgs,GaussianNB,centroid,0.1171315369749452
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Higgs,GaussianNB,centroid,0.08223326110566762
Original,original,,KIP,4,40,Higgs,GaussianNB,centroid,0.16199785313168685
Decoded,decoded,MLP,KMeans,3,40,Higgs,GaussianNB,centroid,0.143990263489781
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Higgs,GaussianNB,centroid,0.14536471314140606
Encoded,encoded,MLP,KMeans,1,40,Higgs,GaussianNB,centroid,0.06196931896517388
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,GaussianNB,centroid,0.009709626425611979
Original,original,,KMeans,2,40,Higgs,GaussianNB,centroid,0.14195072287445848
Decoded,decoded,GNN,KMeans,4,40,Higgs,GaussianNB,centroid,0.14231131526978394
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Higgs,GaussianNB,centroid,0.13667377249250393
Encoded,encoded,GNN,KMeans,1,40,Higgs,GaussianNB,centroid,0.04394713059359024
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,GaussianNB,centroid,-0.02850232845651716
Original,original,,KMeans,3,40,Higgs,GaussianNB,centroid,0.14195072287445848
Decoded,decoded,MLP,KMeans,3,40,Higgs,GaussianNB,closest,0.1269986875918059
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Higgs,GaussianNB,closest,0.1380476563018934
Encoded,encoded,MLP,KMeans,1,40,Higgs,GaussianNB,closest,0.0917570586539801
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,GaussianNB,closest,0.02229843418564788
Original,original,,KMeans,2,40,Higgs,GaussianNB,closest,0.11408972629488046
Decoded,decoded,GNN,KMeans,4,40,Higgs,GaussianNB,closest,0.13452725625897738
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Higgs,GaussianNB,closest,0.11836224383732574
Encoded,encoded,GNN,KMeans,1,40,Higgs,GaussianNB,closest,0.06970905366752686
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,GaussianNB,closest,-0.01933094373965824
Original,original,,KMeans,2,40,Higgs,GaussianNB,closest,0.11408972629488046
Decoded,decoded,MLP,Agglo,4,40,Higgs,KNeighborsClassifier,centroid,0.1276168221462094
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Higgs,KNeighborsClassifier,centroid,0.0970685224838752
Encoded,encoded,MLP,Agglo,3,40,Higgs,KNeighborsClassifier,centroid,0.1236266472100896
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,KNeighborsClassifier,centroid,0.0442335380025311
Original,original,,Agglo,1,40,Higgs,KNeighborsClassifier,centroid,0.0659927603870424
Decoded,decoded,GNN,Agglo,4,40,Higgs,KNeighborsClassifier,centroid,0.1409549495491529
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Higgs,KNeighborsClassifier,centroid,0.1362441237383436
Encoded,encoded,GNN,Agglo,2,40,Higgs,KNeighborsClassifier,centroid,0.1179944309414906
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,KNeighborsClassifier,centroid,0.0303720559868315
Original,original,,Agglo,1,40,Higgs,KNeighborsClassifier,centroid,0.0659927603870424
Decoded,decoded,MLP,Agglo,1,40,Higgs,KNeighborsClassifier,closest,0.0985825870463284
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Higgs,KNeighborsClassifier,closest,0.1152750529478588
Encoded,encoded,MLP,Agglo,4,40,Higgs,KNeighborsClassifier,closest,0.1224324792658452
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,KNeighborsClassifier,closest,0.0815635191116857
Original,original,,Agglo,3,40,Higgs,KNeighborsClassifier,closest,0.1216728644937438
Decoded,decoded,GNN,Agglo,3,40,Higgs,KNeighborsClassifier,closest,0.1268979835458177
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Higgs,KNeighborsClassifier,closest,0.1227080959820339
Encoded,encoded,GNN,Agglo,4,40,Higgs,KNeighborsClassifier,closest,0.1320502491711034
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,KNeighborsClassifier,closest,0.0725769039353565
Original,original,,Agglo,1,40,Higgs,KNeighborsClassifier,closest,0.1216728644937438
Decoded,decoded,MLP,KIP,3,40,Higgs,KNeighborsClassifier,centroid,0.16964145753851878
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Higgs,KNeighborsClassifier,centroid,0.17256083812370276
Encoded,encoded,MLP,KIP,2,40,Higgs,KNeighborsClassifier,centroid,0.16879084243298897
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Higgs,KNeighborsClassifier,centroid,0.15777466127007614
Original,original,,KIP,0,40,Higgs,KNeighborsClassifier,centroid,0.15615025336651836
Decoded,decoded,GNN,KIP,3,40,Higgs,KNeighborsClassifier,centroid,0.16994176951247783
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Higgs,KNeighborsClassifier,centroid,0.1807122244032942
Encoded,encoded,GNN,KIP,1,40,Higgs,KNeighborsClassifier,centroid,0.15509029641588612
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Higgs,KNeighborsClassifier,centroid,0.13833259468053377
Original,original,,KIP,2,40,Higgs,KNeighborsClassifier,centroid,0.15615025336651836
Decoded,decoded,MLP,KMeans,4,40,Higgs,KNeighborsClassifier,centroid,0.1390611349893351
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Higgs,KNeighborsClassifier,centroid,0.10469735759231609
Encoded,encoded,MLP,KMeans,3,40,Higgs,KNeighborsClassifier,centroid,0.11132436746869759
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,KNeighborsClassifier,centroid,0.03722285757538646
Original,original,,KMeans,1,40,Higgs,KNeighborsClassifier,centroid,0.050573622571103004
Decoded,decoded,GNN,KMeans,4,40,Higgs,KNeighborsClassifier,centroid,0.1552673435329942
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Higgs,KNeighborsClassifier,centroid,0.12899750332031293
Encoded,encoded,GNN,KMeans,2,40,Higgs,KNeighborsClassifier,centroid,0.09350405682132326
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,KNeighborsClassifier,centroid,0.0307046808115278
Original,original,,KMeans,1,40,Higgs,KNeighborsClassifier,centroid,0.050573622571103004
Decoded,decoded,MLP,KMeans,1,40,Higgs,KNeighborsClassifier,closest,0.11930872850805023
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Higgs,KNeighborsClassifier,closest,0.1223867918307869
Encoded,encoded,MLP,KMeans,3,40,Higgs,KNeighborsClassifier,closest,0.12425855705330957
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,KNeighborsClassifier,closest,0.07157166558670205
Original,original,,KMeans,4,40,Higgs,KNeighborsClassifier,closest,0.12446730084789356
Decoded,decoded,GNN,KMeans,2,40,Higgs,KNeighborsClassifier,closest,0.11833324166245832
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Higgs,KNeighborsClassifier,closest,0.1311693328393073
Encoded,encoded,GNN,KMeans,1,40,Higgs,KNeighborsClassifier,closest,0.11001406898742275
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,KNeighborsClassifier,closest,0.04950800528374604
Original,original,,KMeans,3,40,Higgs,KNeighborsClassifier,closest,0.12446730084789356
Decoded,decoded,MLP,Agglo,4,40,Higgs,LogisticRegression,centroid,0.1459435531976117
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Higgs,LogisticRegression,centroid,0.1164532796568069
Encoded,encoded,MLP,Agglo,2,40,Higgs,LogisticRegression,centroid,0.1053280386043797
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,LogisticRegression,centroid,0.0530255060535172
Original,original,,Agglo,1,40,Higgs,LogisticRegression,centroid,0.0562187982990671
Decoded,decoded,GNN,Agglo,4,40,Higgs,LogisticRegression,centroid,0.1681742459354315
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Higgs,LogisticRegression,centroid,0.1527346582270455
Encoded,encoded,GNN,Agglo,2,40,Higgs,LogisticRegression,centroid,0.1055132882512144
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,LogisticRegression,centroid,0.0379020777423959
Original,original,,Agglo,1,40,Higgs,LogisticRegression,centroid,0.0562187982990671
Decoded,decoded,MLP,Agglo,1,40,Higgs,LogisticRegression,closest,0.1049714771412815
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Higgs,LogisticRegression,closest,0.1271464185568158
Encoded,encoded,MLP,Agglo,2,40,Higgs,LogisticRegression,closest,0.120772566303348
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,LogisticRegression,closest,0.057678771349066
Original,original,,Agglo,4,40,Higgs,LogisticRegression,closest,0.1348356315169281
Decoded,decoded,GNN,Agglo,1,40,Higgs,LogisticRegression,closest,0.1299523626122458
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Higgs,LogisticRegression,closest,0.1549684749208146
Encoded,encoded,GNN,Agglo,3,40,Higgs,LogisticRegression,closest,0.1391744722928571
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,LogisticRegression,closest,0.0461815901723828
Original,original,,Agglo,2,40,Higgs,LogisticRegression,closest,0.1348356315169281
Decoded,decoded,MLP,KIP,3,40,Higgs,LogisticRegression,centroid,0.19331641033702432
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Higgs,LogisticRegression,centroid,0.19574199864138495
Encoded,encoded,MLP,KIP,2,40,Higgs,LogisticRegression,centroid,0.17430908497789438
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Higgs,LogisticRegression,centroid,0.12640764884617978
Original,original,,KIP,1,40,Higgs,LogisticRegression,centroid,0.16678544991640526
Decoded,decoded,GNN,KIP,4,40,Higgs,LogisticRegression,centroid,0.2005459630543985
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Higgs,LogisticRegression,centroid,0.19143747315717907
Encoded,encoded,GNN,KIP,1,40,Higgs,LogisticRegression,centroid,0.16352238618482226
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Higgs,LogisticRegression,centroid,0.12012655667777627
Original,original,,KIP,2,40,Higgs,LogisticRegression,centroid,0.16678544991640526
Decoded,decoded,MLP,KMeans,4,40,Higgs,LogisticRegression,centroid,0.1463152992508092
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Higgs,LogisticRegression,centroid,0.13413158876389725
Encoded,encoded,MLP,KMeans,2,40,Higgs,LogisticRegression,centroid,0.11503319703075976
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Higgs,LogisticRegression,centroid,0.05627389095594162
Original,original,,KMeans,0,40,Higgs,LogisticRegression,centroid,0.04898222961887784
Decoded,decoded,GNN,KMeans,4,40,Higgs,LogisticRegression,centroid,0.17802403434798966
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Higgs,LogisticRegression,centroid,0.15824381805755916
Encoded,encoded,GNN,KMeans,2,40,Higgs,LogisticRegression,centroid,0.08681139545265626
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,LogisticRegression,centroid,0.03240822600174626
Original,original,,KMeans,1,40,Higgs,LogisticRegression,centroid,0.04898222961887784
Decoded,decoded,MLP,KMeans,4,40,Higgs,LogisticRegression,closest,0.14642587270667545
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Higgs,LogisticRegression,closest,0.13687188975399486
Encoded,encoded,MLP,KMeans,1,40,Higgs,LogisticRegression,closest,0.13622058140042964
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,LogisticRegression,closest,0.05315587475735965
Original,original,,KMeans,2,40,Higgs,LogisticRegression,closest,0.1364388878175775
Decoded,decoded,GNN,KMeans,3,40,Higgs,LogisticRegression,closest,0.13866055448689046
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Higgs,LogisticRegression,closest,0.14078389770079308
Encoded,encoded,GNN,KMeans,1,40,Higgs,LogisticRegression,closest,0.11392292238551434
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,LogisticRegression,closest,0.041452531307043204
Original,original,,KMeans,2,40,Higgs,LogisticRegression,closest,0.1364388878175775
Decoded,decoded,MLP,Agglo,4,40,Higgs,MLPClassifier,centroid,0.2537691282767913
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Higgs,MLPClassifier,centroid,0.2197162549098125
Encoded,encoded,MLP,Agglo,1,40,Higgs,MLPClassifier,centroid,0.2041437479509586
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,MLPClassifier,centroid,0.156141722153855
Original,original,,Agglo,2,40,Higgs,MLPClassifier,centroid,0.2161839120067327
Decoded,decoded,GNN,Agglo,4,40,Higgs,MLPClassifier,centroid,0.2616886297496503
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Higgs,MLPClassifier,centroid,0.2455986705497921
Encoded,encoded,GNN,Agglo,1,40,Higgs,MLPClassifier,centroid,0.1908271617215291
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,MLPClassifier,centroid,0.1522759529050149
Original,original,,Agglo,2,40,Higgs,MLPClassifier,centroid,0.2161839120067327
Decoded,decoded,MLP,Agglo,1,40,Higgs,MLPClassifier,closest,0.2101683145996989
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Higgs,MLPClassifier,closest,0.2310786936758347
Encoded,encoded,MLP,Agglo,2,40,Higgs,MLPClassifier,closest,0.2194667848381645
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,MLPClassifier,closest,0.1683321992283428
Original,original,,Agglo,3,40,Higgs,MLPClassifier,closest,0.2283314201558364
Decoded,decoded,GNN,Agglo,2,40,Higgs,MLPClassifier,closest,0.2289741028268287
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Higgs,MLPClassifier,closest,0.2466686176505604
Encoded,encoded,GNN,Agglo,3,40,Higgs,MLPClassifier,closest,0.2334507452266556
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,MLPClassifier,closest,0.1741798580137752
Original,original,,Agglo,1,40,Higgs,MLPClassifier,closest,0.2283314201558364
Decoded,decoded,MLP,KIP,4,40,Higgs,MLPClassifier,centroid,0.2840434791292264
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Higgs,MLPClassifier,centroid,0.2818509010620156
Encoded,encoded,MLP,KIP,2,40,Higgs,MLPClassifier,centroid,0.27094710342771566
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Higgs,MLPClassifier,centroid,0.22962849765879328
Original,original,,KIP,1,40,Higgs,MLPClassifier,centroid,0.2544655481778908
Decoded,decoded,GNN,KIP,4,40,Higgs,MLPClassifier,centroid,0.2775837582468137
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Higgs,MLPClassifier,centroid,0.27728853982778745
Encoded,encoded,GNN,KIP,2,40,Higgs,MLPClassifier,centroid,0.25456616012526495
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Higgs,MLPClassifier,centroid,0.23460533172401501
Original,original,,KIP,1,40,Higgs,MLPClassifier,centroid,0.2544655481778908
Decoded,decoded,MLP,KMeans,4,40,Higgs,MLPClassifier,centroid,0.2404303848915418
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Higgs,MLPClassifier,centroid,0.23103688762306707
Encoded,encoded,MLP,KMeans,1,40,Higgs,MLPClassifier,centroid,0.2042764092934068
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,MLPClassifier,centroid,0.16011732289619532
Original,original,,KMeans,2,40,Higgs,MLPClassifier,centroid,0.21922858368007883
Decoded,decoded,GNN,KMeans,4,40,Higgs,MLPClassifier,centroid,0.26988032163492176
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Higgs,MLPClassifier,centroid,0.2444150643837722
Encoded,encoded,GNN,KMeans,1,40,Higgs,MLPClassifier,centroid,0.1867501564011523
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,MLPClassifier,centroid,0.14828379556824556
Original,original,,KMeans,2,40,Higgs,MLPClassifier,centroid,0.21922858368007883
Decoded,decoded,MLP,KMeans,4,40,Higgs,MLPClassifier,closest,0.24173415282305055
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Higgs,MLPClassifier,closest,0.23518871310623662
Encoded,encoded,MLP,KMeans,1,40,Higgs,MLPClassifier,closest,0.2317862990556901
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,MLPClassifier,closest,0.1638402100387821
Original,original,,KMeans,3,40,Higgs,MLPClassifier,closest,0.23968309583181097
Decoded,decoded,GNN,KMeans,3,40,Higgs,MLPClassifier,closest,0.23764003293797584
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Higgs,MLPClassifier,closest,0.2325951004265657
Encoded,encoded,GNN,KMeans,1,40,Higgs,MLPClassifier,closest,0.21078862109850377
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,MLPClassifier,closest,0.15190458979564161
Original,original,,KMeans,4,40,Higgs,MLPClassifier,closest,0.23968309583181097
Decoded,decoded,MLP,Agglo,4,40,Higgs,XGBClassifier,centroid,0.2715770551485025
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Higgs,XGBClassifier,centroid,0.2346581987205187
Encoded,encoded,MLP,Agglo,2,40,Higgs,XGBClassifier,centroid,0.2458027735710738
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Higgs,XGBClassifier,centroid,0.2148089800588891
Original,original,,Agglo,3,40,Higgs,XGBClassifier,centroid,0.2581142340285018
Decoded,decoded,GNN,Agglo,4,40,Higgs,XGBClassifier,centroid,0.2785324611445285
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Higgs,XGBClassifier,centroid,0.2415371090819025
Encoded,encoded,GNN,Agglo,1,40,Higgs,XGBClassifier,centroid,0.2350761404855031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,XGBClassifier,centroid,0.2015095942616109
Original,original,,Agglo,3,40,Higgs,XGBClassifier,centroid,0.2581142340285018
Decoded,decoded,MLP,Agglo,0,40,Higgs,XGBClassifier,closest,0.2131206102899227
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Higgs,XGBClassifier,closest,0.2507208193146935
Encoded,encoded,MLP,Agglo,2,40,Higgs,XGBClassifier,closest,0.2486238997305176
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Higgs,XGBClassifier,closest,0.2190384111243385
Original,original,,Agglo,4,40,Higgs,XGBClassifier,closest,0.2525980801828217
Decoded,decoded,GNN,Agglo,1,40,Higgs,XGBClassifier,closest,0.2441878457700198
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Higgs,XGBClassifier,closest,0.2563246056972079
Encoded,encoded,GNN,Agglo,4,40,Higgs,XGBClassifier,closest,0.2687719414935929
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Higgs,XGBClassifier,closest,0.2047554367071885
Original,original,,Agglo,2,40,Higgs,XGBClassifier,closest,0.2525980801828217
Decoded,decoded,MLP,KIP,1,40,Higgs,XGBClassifier,centroid,0.28487251993505486
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Higgs,XGBClassifier,centroid,0.3035123890595178
Encoded,encoded,MLP,KIP,3,40,Higgs,XGBClassifier,centroid,0.30272960853737463
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Higgs,XGBClassifier,centroid,0.27096284729428693
Original,original,,KIP,2,40,Higgs,XGBClassifier,centroid,0.2906983001905282
Decoded,decoded,GNN,KIP,3,40,Higgs,XGBClassifier,centroid,0.2948660779813076
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Higgs,XGBClassifier,centroid,0.29675962336125866
Encoded,encoded,GNN,KIP,1,40,Higgs,XGBClassifier,centroid,0.28508601999551236
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Higgs,XGBClassifier,centroid,0.2672830351825517
Original,original,,KIP,2,40,Higgs,XGBClassifier,centroid,0.2906983001905282
Decoded,decoded,MLP,KMeans,3,40,Higgs,XGBClassifier,centroid,0.27835675470054244
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Higgs,XGBClassifier,centroid,0.2367506070894747
Encoded,encoded,MLP,KMeans,2,40,Higgs,XGBClassifier,centroid,0.2551156205471636
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,XGBClassifier,centroid,0.20084649181422284
Original,original,,KMeans,4,40,Higgs,XGBClassifier,centroid,0.3085402385000964
Decoded,decoded,GNN,KMeans,3,40,Higgs,XGBClassifier,centroid,0.28554252007670394
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Higgs,XGBClassifier,centroid,0.2633750294845636
Encoded,encoded,GNN,KMeans,1,40,Higgs,XGBClassifier,centroid,0.23147131513779065
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,XGBClassifier,centroid,0.20254232382087914
Original,original,,KMeans,4,40,Higgs,XGBClassifier,centroid,0.3085402385000964
Decoded,decoded,MLP,KMeans,3,40,Higgs,XGBClassifier,closest,0.2576529353281628
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Higgs,XGBClassifier,closest,0.25397728030895095
Encoded,encoded,MLP,KMeans,4,40,Higgs,XGBClassifier,closest,0.265315118904137
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Higgs,XGBClassifier,closest,0.21165318742246503
Original,original,,KMeans,1,40,Higgs,XGBClassifier,closest,0.24159826966412537
Decoded,decoded,GNN,KMeans,2,40,Higgs,XGBClassifier,closest,0.25088480378420636
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Higgs,XGBClassifier,closest,0.2521422883470229
Encoded,encoded,GNN,KMeans,4,40,Higgs,XGBClassifier,closest,0.25380648539279793
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Higgs,XGBClassifier,closest,0.21125121710431097
Original,original,,KMeans,1,40,Higgs,XGBClassifier,closest,0.24159826966412537
Decoded,decoded,MLP,Agglo,4,40,HomeEquityCredit,GaussianNB,centroid,0.151252408477842
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,GaussianNB,centroid,0.1252408477842004
Encoded,encoded,MLP,Agglo,1,40,HomeEquityCredit,GaussianNB,centroid,0.0240847784200384
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,GaussianNB,centroid,0.0183044315992291
Original,original,,Agglo,2,40,HomeEquityCredit,GaussianNB,centroid,0.0847784200385356
Decoded,decoded,GNN,Agglo,3,40,HomeEquityCredit,GaussianNB,centroid,0.1483622350674374
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,HomeEquityCredit,GaussianNB,centroid,0.1801541425818881
Encoded,encoded,GNN,Agglo,1,40,HomeEquityCredit,GaussianNB,centroid,0.0211946050096338
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,GaussianNB,centroid,0.0115606936416185
Original,original,,Agglo,2,40,HomeEquityCredit,GaussianNB,centroid,0.0847784200385356
Decoded,decoded,MLP,Agglo,2,40,HomeEquityCredit,GaussianNB,closest,0.0578034682080925
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,GaussianNB,closest,0.0944123314065509
Encoded,encoded,MLP,Agglo,1,40,HomeEquityCredit,GaussianNB,closest,0.0443159922928708
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,GaussianNB,closest,0.0144508670520231
Original,original,,Agglo,4,40,HomeEquityCredit,GaussianNB,closest,0.1396917148362233
Decoded,decoded,GNN,Agglo,3,40,HomeEquityCredit,GaussianNB,closest,0.1387283236994217
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,HomeEquityCredit,GaussianNB,closest,0.1319845857418111
Encoded,encoded,GNN,Agglo,1,40,HomeEquityCredit,GaussianNB,closest,0.0549132947976879
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,GaussianNB,closest,0.0134874759152213
Original,original,,Agglo,4,40,HomeEquityCredit,GaussianNB,closest,0.1396917148362233
Decoded,decoded,MLP,KIP,4,40,HomeEquityCredit,GaussianNB,centroid,0.2196531791907514
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,HomeEquityCredit,GaussianNB,centroid,0.20231213872832363
Encoded,encoded,MLP,KIP,1,40,HomeEquityCredit,GaussianNB,centroid,0.13660886319845847
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,HomeEquityCredit,GaussianNB,centroid,0.0884393063583814
Original,original,,KIP,3,40,HomeEquityCredit,GaussianNB,centroid,0.21657032755298639
Decoded,decoded,GNN,KIP,4,40,HomeEquityCredit,GaussianNB,centroid,0.24373795761078987
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,HomeEquityCredit,GaussianNB,centroid,0.2028901734104045
Encoded,encoded,GNN,KIP,1,40,HomeEquityCredit,GaussianNB,centroid,0.12601156069364153
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,HomeEquityCredit,GaussianNB,centroid,0.04161849710982653
Original,original,,KIP,3,40,HomeEquityCredit,GaussianNB,centroid,0.21657032755298639
Decoded,decoded,MLP,KMeans,3,40,HomeEquityCredit,GaussianNB,centroid,0.11078998073217713
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,HomeEquityCredit,GaussianNB,centroid,0.12157996146435443
Encoded,encoded,MLP,KMeans,1,40,HomeEquityCredit,GaussianNB,centroid,0.01599229287090548
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,GaussianNB,centroid,0.00385356454720612
Original,original,,KMeans,2,40,HomeEquityCredit,GaussianNB,centroid,0.061464354527938234
Decoded,decoded,GNN,KMeans,3,40,HomeEquityCredit,GaussianNB,centroid,0.10443159922928694
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,HomeEquityCredit,GaussianNB,centroid,0.15684007707129088
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,GaussianNB,centroid,0.03603082851637754
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,GaussianNB,centroid,0.015414258188824581
Original,original,,KMeans,2,40,HomeEquityCredit,GaussianNB,centroid,0.061464354527938234
Decoded,decoded,MLP,KMeans,3,40,HomeEquityCredit,GaussianNB,closest,0.08998073217726384
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,HomeEquityCredit,GaussianNB,closest,0.0824662813102118
Encoded,encoded,MLP,KMeans,1,40,HomeEquityCredit,GaussianNB,closest,0.02504816955683998
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,GaussianNB,closest,0.00886319845857412
Original,original,,KMeans,4,40,HomeEquityCredit,GaussianNB,closest,0.12909441233140645
Decoded,decoded,GNN,KMeans,2,40,HomeEquityCredit,GaussianNB,closest,0.12003853564547202
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,HomeEquityCredit,GaussianNB,closest,0.14258188824662804
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,GaussianNB,closest,0.04181117533718682
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,GaussianNB,closest,0.011560693641618401
Original,original,,KMeans,3,40,HomeEquityCredit,GaussianNB,closest,0.12909441233140645
Decoded,decoded,MLP,Agglo,4,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0604878048780487
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0341463414634147
Encoded,encoded,MLP,Agglo,2,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0282926829268294
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0234146341463414
Original,original,,Agglo,0,40,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0048780487804877
Decoded,decoded,GNN,Agglo,3,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0663414634146341
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0751219512195123
Encoded,encoded,GNN,Agglo,2,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0292682926829268
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0204878048780488
Original,original,,Agglo,0,40,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0048780487804877
Decoded,decoded,MLP,Agglo,4,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0409756097560976
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0263414634146341
Encoded,encoded,MLP,Agglo,0,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0175609756097561
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0234146341463414
Original,original,,Agglo,1,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0185365853658535
Decoded,decoded,GNN,Agglo,1,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0331707317073171
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0673170731707317
Encoded,encoded,GNN,Agglo,4,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0751219512195122
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,HomeEquityCredit,KNeighborsClassifier,closest,0.055609756097561
Original,original,,Agglo,0,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0185365853658535
Decoded,decoded,MLP,KIP,3,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.1933658536585366
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.18907317073170732
Encoded,encoded,MLP,KIP,1,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.15746341463414637
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.12741463414634147
Original,original,,KIP,4,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.20117073170731709
Decoded,decoded,GNN,KIP,3,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.19024390243902434
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.16000000000000003
Encoded,encoded,GNN,KIP,2,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.16878048780487803
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.11180487804878048
Original,original,,KIP,4,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.20117073170731709
Decoded,decoded,MLP,KMeans,3,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.03199999999999994
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0210731707317073
Encoded,encoded,MLP,KMeans,4,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.03375609756097562
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,KNeighborsClassifier,centroid,-0.00604878048780482
Original,original,,KMeans,1,40,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0009756097560975399
Decoded,decoded,GNN,KMeans,3,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.06458536585365844
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.07336585365853657
Encoded,encoded,GNN,KMeans,2,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.02282926829268292
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,HomeEquityCredit,KNeighborsClassifier,centroid,0.0054634146341464
Original,original,,KMeans,0,40,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0009756097560975399
Decoded,decoded,MLP,KMeans,4,40,HomeEquityCredit,KNeighborsClassifier,closest,0.04858536585365852
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,HomeEquityCredit,KNeighborsClassifier,closest,0.03921951219512188
Encoded,encoded,MLP,KMeans,2,40,HomeEquityCredit,KNeighborsClassifier,closest,0.043317073170731676
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,KNeighborsClassifier,closest,0.016585365853658482
Original,original,,KMeans,3,40,HomeEquityCredit,KNeighborsClassifier,closest,0.04546341463414632
Decoded,decoded,GNN,KMeans,2,40,HomeEquityCredit,KNeighborsClassifier,closest,0.041756097560975626
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,HomeEquityCredit,KNeighborsClassifier,closest,0.036292682926829224
Encoded,encoded,GNN,KMeans,4,40,HomeEquityCredit,KNeighborsClassifier,closest,0.07082926829268288
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,KNeighborsClassifier,closest,0.0212682926829268
Original,original,,KMeans,3,40,HomeEquityCredit,KNeighborsClassifier,closest,0.04546341463414632
Decoded,decoded,MLP,Agglo,4,40,HomeEquityCredit,LogisticRegression,centroid,0.1549815498154981
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,LogisticRegression,centroid,0.1503690036900369
Encoded,encoded,MLP,Agglo,0,40,HomeEquityCredit,LogisticRegression,centroid,0.0867158671586717
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,HomeEquityCredit,LogisticRegression,centroid,0.0940959409594095
Original,original,,Agglo,2,40,HomeEquityCredit,LogisticRegression,centroid,0.099630996309963
Decoded,decoded,GNN,Agglo,3,40,HomeEquityCredit,LogisticRegression,centroid,0.1614391143911439
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,HomeEquityCredit,LogisticRegression,centroid,0.1891143911439115
Encoded,encoded,GNN,Agglo,1,40,HomeEquityCredit,LogisticRegression,centroid,0.0802583025830257
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,LogisticRegression,centroid,0.0793357933579336
Original,original,,Agglo,2,40,HomeEquityCredit,LogisticRegression,centroid,0.099630996309963
Decoded,decoded,MLP,Agglo,2,40,HomeEquityCredit,LogisticRegression,closest,0.1199261992619926
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,HomeEquityCredit,LogisticRegression,closest,0.1595940959409595
Encoded,encoded,MLP,Agglo,1,40,HomeEquityCredit,LogisticRegression,closest,0.0950184501845019
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,LogisticRegression,closest,0.0894833948339483
Original,original,,Agglo,3,40,HomeEquityCredit,LogisticRegression,closest,0.1365313653136531
Decoded,decoded,GNN,Agglo,2,40,HomeEquityCredit,LogisticRegression,closest,0.1162361623616235
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,HomeEquityCredit,LogisticRegression,closest,0.1042435424354244
Encoded,encoded,GNN,Agglo,3,40,HomeEquityCredit,LogisticRegression,closest,0.121771217712177
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,LogisticRegression,closest,0.0894833948339483
Original,original,,Agglo,4,40,HomeEquityCredit,LogisticRegression,closest,0.1365313653136531
Decoded,decoded,MLP,KIP,4,40,HomeEquityCredit,LogisticRegression,centroid,0.2284132841328413
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,HomeEquityCredit,LogisticRegression,centroid,0.20590405904059042
Encoded,encoded,MLP,KIP,1,40,HomeEquityCredit,LogisticRegression,centroid,0.16309963099630997
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,HomeEquityCredit,LogisticRegression,centroid,0.09778597785977858
Original,original,,KIP,2,40,HomeEquityCredit,LogisticRegression,centroid,0.17952029520295198
Decoded,decoded,GNN,KIP,4,40,HomeEquityCredit,LogisticRegression,centroid,0.22398523985239854
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,HomeEquityCredit,LogisticRegression,centroid,0.19889298892988924
Encoded,encoded,GNN,KIP,1,40,HomeEquityCredit,LogisticRegression,centroid,0.15793357933579336
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,HomeEquityCredit,LogisticRegression,centroid,0.0990774907749077
Original,original,,KIP,2,40,HomeEquityCredit,LogisticRegression,centroid,0.17952029520295198
Decoded,decoded,MLP,KMeans,4,40,HomeEquityCredit,LogisticRegression,centroid,0.13025830258302581
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,HomeEquityCredit,LogisticRegression,centroid,0.12656826568265683
Encoded,encoded,MLP,KMeans,2,40,HomeEquityCredit,LogisticRegression,centroid,0.1042435424354243
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,LogisticRegression,centroid,0.09243542435424348
Original,original,,KMeans,1,40,HomeEquityCredit,LogisticRegression,centroid,0.09298892988929888
Decoded,decoded,GNN,KMeans,3,40,HomeEquityCredit,LogisticRegression,centroid,0.11771217712177118
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,HomeEquityCredit,LogisticRegression,centroid,0.1459409594095941
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,LogisticRegression,centroid,0.07232472324723246
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,LogisticRegression,centroid,0.05055350553505532
Original,original,,KMeans,2,40,HomeEquityCredit,LogisticRegression,centroid,0.09298892988929888
Decoded,decoded,MLP,KMeans,2,40,HomeEquityCredit,LogisticRegression,closest,0.10332103321033206
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,HomeEquityCredit,LogisticRegression,closest,0.10498154981549812
Encoded,encoded,MLP,KMeans,0,40,HomeEquityCredit,LogisticRegression,closest,0.07435424354243543
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,HomeEquityCredit,LogisticRegression,closest,0.0846863468634686
Original,original,,KMeans,4,40,HomeEquityCredit,LogisticRegression,closest,0.1243542435424354
Decoded,decoded,GNN,KMeans,2,40,HomeEquityCredit,LogisticRegression,closest,0.10129151291512914
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,HomeEquityCredit,LogisticRegression,closest,0.11107011070110702
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,LogisticRegression,closest,0.08394833948339483
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,LogisticRegression,closest,0.06420664206642063
Original,original,,KMeans,4,40,HomeEquityCredit,LogisticRegression,closest,0.1243542435424354
Decoded,decoded,MLP,Agglo,2,40,HomeEquityCredit,MLPClassifier,centroid,0.1272217025257249
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,MLPClassifier,centroid,0.1290926099158091
Encoded,encoded,MLP,Agglo,1,40,HomeEquityCredit,MLPClassifier,centroid,0.089803554724041
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,MLPClassifier,centroid,0.0860617399438728
Original,original,,Agglo,4,40,HomeEquityCredit,MLPClassifier,centroid,0.1318989710009354
Decoded,decoded,GNN,Agglo,2,40,HomeEquityCredit,MLPClassifier,centroid,0.1188026192703461
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,HomeEquityCredit,MLPClassifier,centroid,0.1627689429373245
Encoded,encoded,GNN,Agglo,1,40,HomeEquityCredit,MLPClassifier,centroid,0.0795135640785782
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,MLPClassifier,centroid,0.070159027128157
Original,original,,Agglo,3,40,HomeEquityCredit,MLPClassifier,centroid,0.1318989710009354
Decoded,decoded,MLP,Agglo,2,40,HomeEquityCredit,MLPClassifier,closest,0.1038353601496725
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,MLPClassifier,closest,0.1085126286248831
Encoded,encoded,MLP,Agglo,1,40,HomeEquityCredit,MLPClassifier,closest,0.0954162768942936
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,MLPClassifier,closest,0.0832553788587465
Original,original,,Agglo,4,40,HomeEquityCredit,MLPClassifier,closest,0.1131898971000935
Decoded,decoded,GNN,Agglo,1,40,HomeEquityCredit,MLPClassifier,closest,0.0823199251637045
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,HomeEquityCredit,MLPClassifier,closest,0.1075771749298409
Encoded,encoded,GNN,Agglo,2,40,HomeEquityCredit,MLPClassifier,closest,0.1019644527595883
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,MLPClassifier,closest,0.0654817586529468
Original,original,,Agglo,4,40,HomeEquityCredit,MLPClassifier,closest,0.1131898971000935
Decoded,decoded,MLP,KIP,4,40,HomeEquityCredit,MLPClassifier,centroid,0.2159027128157156
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,HomeEquityCredit,MLPClassifier,centroid,0.1960710944808232
Encoded,encoded,MLP,KIP,1,40,HomeEquityCredit,MLPClassifier,centroid,0.13470533208606175
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,HomeEquityCredit,MLPClassifier,centroid,0.10346117867165572
Original,original,,KIP,2,40,HomeEquityCredit,MLPClassifier,centroid,0.1401309635173059
Decoded,decoded,GNN,KIP,4,40,HomeEquityCredit,MLPClassifier,centroid,0.18821328344246954
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,HomeEquityCredit,MLPClassifier,centroid,0.17212347988774548
Encoded,encoded,GNN,KIP,2,40,HomeEquityCredit,MLPClassifier,centroid,0.15266604303086992
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,HomeEquityCredit,MLPClassifier,centroid,0.0890551917680075
Original,original,,KIP,1,40,HomeEquityCredit,MLPClassifier,centroid,0.1401309635173059
Decoded,decoded,MLP,KMeans,3,40,HomeEquityCredit,MLPClassifier,centroid,0.12366697848456501
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,HomeEquityCredit,MLPClassifier,centroid,0.11618334892422821
Encoded,encoded,MLP,KMeans,1,40,HomeEquityCredit,MLPClassifier,centroid,0.1019644527595884
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,MLPClassifier,centroid,0.09373246024321792
Original,original,,KMeans,4,40,HomeEquityCredit,MLPClassifier,centroid,0.12591206735266605
Decoded,decoded,GNN,KMeans,2,40,HomeEquityCredit,MLPClassifier,centroid,0.10346117867165568
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,HomeEquityCredit,MLPClassifier,centroid,0.13283442469597753
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,MLPClassifier,centroid,0.07333956969130018
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,MLPClassifier,centroid,0.04695977549111316
Original,original,,KMeans,3,40,HomeEquityCredit,MLPClassifier,centroid,0.12591206735266605
Decoded,decoded,MLP,KMeans,2,40,HomeEquityCredit,MLPClassifier,closest,0.08662301216089796
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,HomeEquityCredit,MLPClassifier,closest,0.08793264733395692
Encoded,encoded,MLP,KMeans,1,40,HomeEquityCredit,MLPClassifier,closest,0.08250701590271278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,MLPClassifier,closest,0.0699719363891487
Original,original,,KMeans,4,40,HomeEquityCredit,MLPClassifier,closest,0.11674462114125353
Decoded,decoded,GNN,KMeans,2,40,HomeEquityCredit,MLPClassifier,closest,0.08606173994387271
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,HomeEquityCredit,MLPClassifier,closest,0.09204864359214218
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,MLPClassifier,closest,0.08456501403180543
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,MLPClassifier,closest,0.0555659494855005
Original,original,,KMeans,4,40,HomeEquityCredit,MLPClassifier,closest,0.11674462114125353
Decoded,decoded,MLP,Agglo,3,40,HomeEquityCredit,XGBClassifier,centroid,0.1296829971181556
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,HomeEquityCredit,XGBClassifier,centroid,0.0960614793467819
Encoded,encoded,MLP,Agglo,2,40,HomeEquityCredit,XGBClassifier,centroid,0.1027857829010565
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,XGBClassifier,centroid,0.031700288184438
Original,original,,Agglo,4,40,HomeEquityCredit,XGBClassifier,centroid,0.1354466858789625
Decoded,decoded,GNN,Agglo,4,40,HomeEquityCredit,XGBClassifier,centroid,0.1882804995196925
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,HomeEquityCredit,XGBClassifier,centroid,0.1527377521613831
Encoded,encoded,GNN,Agglo,1,40,HomeEquityCredit,XGBClassifier,centroid,0.0970220941402496
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,HomeEquityCredit,XGBClassifier,centroid,0.0605187319884726
Original,original,,Agglo,2,40,HomeEquityCredit,XGBClassifier,centroid,0.1354466858789625
Decoded,decoded,MLP,Agglo,2,40,HomeEquityCredit,XGBClassifier,closest,0.0701248799231507
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,HomeEquityCredit,XGBClassifier,closest,0.0730067243035542
Encoded,encoded,MLP,Agglo,4,40,HomeEquityCredit,XGBClassifier,closest,0.1152737752161382
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,HomeEquityCredit,XGBClassifier,closest,0.0585975024015369
Original,original,,Agglo,1,40,HomeEquityCredit,XGBClassifier,closest,0.0605187319884725
Decoded,decoded,GNN,Agglo,2,40,HomeEquityCredit,XGBClassifier,closest,0.1143131604226704
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,HomeEquityCredit,XGBClassifier,closest,0.0979827089337175
Encoded,encoded,GNN,Agglo,4,40,HomeEquityCredit,XGBClassifier,closest,0.1258405379442842
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,HomeEquityCredit,XGBClassifier,closest,0.1171950048030738
Original,original,,Agglo,0,40,HomeEquityCredit,XGBClassifier,closest,0.0605187319884725
Decoded,decoded,MLP,KIP,3,40,HomeEquityCredit,XGBClassifier,centroid,0.20345821325648408
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,HomeEquityCredit,XGBClassifier,centroid,0.1552353506243995
Encoded,encoded,MLP,KIP,2,40,HomeEquityCredit,XGBClassifier,centroid,0.1690682036503361
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,HomeEquityCredit,XGBClassifier,centroid,0.1488952929875119
Original,original,,KIP,4,40,HomeEquityCredit,XGBClassifier,centroid,0.2243996157540825
Decoded,decoded,GNN,KIP,3,40,HomeEquityCredit,XGBClassifier,centroid,0.20249759846301624
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,HomeEquityCredit,XGBClassifier,centroid,0.15600384245917376
Encoded,encoded,GNN,KIP,2,40,HomeEquityCredit,XGBClassifier,centroid,0.19404418828049944
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,HomeEquityCredit,XGBClassifier,centroid,0.11834774255523521
Original,original,,KIP,4,40,HomeEquityCredit,XGBClassifier,centroid,0.2243996157540825
Decoded,decoded,MLP,KMeans,3,40,HomeEquityCredit,XGBClassifier,centroid,0.10970220941402489
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,HomeEquityCredit,XGBClassifier,centroid,0.08280499519692593
Encoded,encoded,MLP,KMeans,1,40,HomeEquityCredit,XGBClassifier,centroid,0.06263208453410171
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,XGBClassifier,centroid,0.04591738712776172
Original,original,,KMeans,4,40,HomeEquityCredit,XGBClassifier,centroid,0.22305475504322753
Decoded,decoded,GNN,KMeans,2,40,HomeEquityCredit,XGBClassifier,centroid,0.12065321805955806
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,HomeEquityCredit,XGBClassifier,centroid,0.12737752161383276
Encoded,encoded,GNN,KMeans,1,40,HomeEquityCredit,XGBClassifier,centroid,0.0939481268011526
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,HomeEquityCredit,XGBClassifier,centroid,0.07396733909702195
Original,original,,KMeans,4,40,HomeEquityCredit,XGBClassifier,centroid,0.22305475504322753
Decoded,decoded,MLP,KMeans,2,40,HomeEquityCredit,XGBClassifier,closest,0.06897214217098932
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,HomeEquityCredit,XGBClassifier,closest,0.0764649375600383
Encoded,encoded,MLP,KMeans,3,40,HomeEquityCredit,XGBClassifier,closest,0.07473583093179623
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,HomeEquityCredit,XGBClassifier,closest,0.06032660902977895
Original,original,,KMeans,1,40,HomeEquityCredit,XGBClassifier,closest,0.06897214217098933
Decoded,decoded,GNN,KMeans,3,40,HomeEquityCredit,XGBClassifier,closest,0.09682997118155606
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,HomeEquityCredit,XGBClassifier,closest,0.07512007684918336
Encoded,encoded,GNN,KMeans,4,40,HomeEquityCredit,XGBClassifier,closest,0.1075888568683957
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,HomeEquityCredit,XGBClassifier,closest,0.0866474543707972
Original,original,,KMeans,0,40,HomeEquityCredit,XGBClassifier,closest,0.06897214217098933
Decoded,decoded,MLP,Agglo,3,40,House,GaussianNB,centroid,0.0751205402794751
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,House,GaussianNB,centroid,0.1023633179808053
Encoded,encoded,MLP,Agglo,2,40,House,GaussianNB,centroid,0.064599876424291
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,GaussianNB,centroid,-0.0624548395539403
Original,original,,Agglo,1,40,House,GaussianNB,centroid,0.0610917293314229
Decoded,decoded,GNN,Agglo,4,40,House,GaussianNB,centroid,0.2563526818357198
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,House,GaussianNB,centroid,0.2407648742792541
Encoded,encoded,GNN,Agglo,2,40,House,GaussianNB,centroid,0.0793647453072258
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,GaussianNB,centroid,-0.0544547963833869
Original,original,,Agglo,1,40,House,GaussianNB,centroid,0.0610917293314229
Decoded,decoded,MLP,Agglo,4,40,House,GaussianNB,closest,0.1371139945443211
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,House,GaussianNB,closest,0.0947167337159323
Encoded,encoded,MLP,Agglo,2,40,House,GaussianNB,closest,0.0729906131028026
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,GaussianNB,closest,-0.0614295389115086
Original,original,,Agglo,1,40,House,GaussianNB,closest,0.0619583781902363
Decoded,decoded,GNN,Agglo,4,40,House,GaussianNB,closest,0.1783958362001278
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,House,GaussianNB,closest,0.0635627038796836
Encoded,encoded,GNN,Agglo,3,40,House,GaussianNB,closest,0.0911222455163332
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,GaussianNB,closest,-0.0537494974677773
Original,original,,Agglo,1,40,House,GaussianNB,closest,0.0619583781902363
Decoded,decoded,MLP,KIP,2,40,House,GaussianNB,centroid,0.24570898190344362
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,House,GaussianNB,centroid,0.2604836720872692
Encoded,encoded,MLP,KIP,1,40,House,GaussianNB,centroid,0.133706434840795
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,House,GaussianNB,centroid,-0.057887610860631974
Original,original,,KIP,3,40,House,GaussianNB,centroid,0.25479444071199026
Decoded,decoded,GNN,KIP,4,40,House,GaussianNB,centroid,0.306084727607299
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,House,GaussianNB,centroid,0.24617446839510762
Encoded,encoded,GNN,KIP,1,40,House,GaussianNB,centroid,0.16705860132803402
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,House,GaussianNB,centroid,-0.03715506053321028
Original,original,,KIP,3,40,House,GaussianNB,centroid,0.25479444071199026
Decoded,decoded,MLP,KMeans,3,40,House,GaussianNB,centroid,0.10694889415929384
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,House,GaussianNB,centroid,0.11885824678986454
Encoded,encoded,MLP,KMeans,2,40,House,GaussianNB,centroid,0.0667408120920719
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,GaussianNB,centroid,-0.06242515979850144
Original,original,,KMeans,1,40,House,GaussianNB,centroid,0.05673441745385458
Decoded,decoded,GNN,KMeans,4,40,House,GaussianNB,centroid,0.19474862596223105
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,House,GaussianNB,centroid,0.18268515445614533
Encoded,encoded,GNN,KMeans,2,40,House,GaussianNB,centroid,0.07053830981887248
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,GaussianNB,centroid,-0.05118721719914848
Original,original,,KMeans,1,40,House,GaussianNB,centroid,0.05673441745385458
Decoded,decoded,MLP,KMeans,3,40,House,GaussianNB,closest,0.11746113975657195
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,House,GaussianNB,closest,0.16659807945000707
Encoded,encoded,MLP,KMeans,1,40,House,GaussianNB,closest,0.07592027478057203
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,GaussianNB,closest,-0.06263745099467657
Original,original,,KMeans,2,40,House,GaussianNB,closest,0.08744368266405475
Decoded,decoded,GNN,KMeans,3,40,House,GaussianNB,closest,0.11980432946687061
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,House,GaussianNB,closest,0.1541442382151134
Encoded,encoded,GNN,KMeans,1,40,House,GaussianNB,closest,0.06634774420367862
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,GaussianNB,closest,-0.04904617360498404
Original,original,,KMeans,2,40,House,GaussianNB,closest,0.08744368266405475
Decoded,decoded,MLP,Agglo,4,40,House,KNeighborsClassifier,centroid,0.149986538754257
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,House,KNeighborsClassifier,centroid,0.14300999404532
Encoded,encoded,MLP,Agglo,2,40,House,KNeighborsClassifier,centroid,0.0948975681007643
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,KNeighborsClassifier,centroid,0.0299464376288176
Original,original,,Agglo,1,40,House,KNeighborsClassifier,centroid,0.0836377194517727
Decoded,decoded,GNN,Agglo,4,40,House,KNeighborsClassifier,centroid,0.1471668663955245
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,House,KNeighborsClassifier,centroid,0.1096994845061804
Encoded,encoded,GNN,Agglo,3,40,House,KNeighborsClassifier,centroid,0.1176046816378196
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,KNeighborsClassifier,centroid,0.0325995177750419
Original,original,,Agglo,1,40,House,KNeighborsClassifier,centroid,0.0836377194517727
Decoded,decoded,MLP,Agglo,3,40,House,KNeighborsClassifier,closest,0.1270915131679739
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,House,KNeighborsClassifier,closest,0.1413217604632056
Encoded,encoded,MLP,Agglo,1,40,House,KNeighborsClassifier,closest,0.1229063796388617
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,KNeighborsClassifier,closest,0.0359392949877063
Original,original,,Agglo,2,40,House,KNeighborsClassifier,closest,0.1270845718257861
Decoded,decoded,GNN,Agglo,3,40,House,KNeighborsClassifier,closest,0.1277444951437874
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,House,KNeighborsClassifier,closest,0.1099801130546317
Encoded,encoded,GNN,Agglo,4,40,House,KNeighborsClassifier,closest,0.1409280871991238
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,KNeighborsClassifier,closest,0.0392071797277108
Original,original,,Agglo,2,40,House,KNeighborsClassifier,closest,0.1270845718257861
Decoded,decoded,MLP,KIP,3,40,House,KNeighborsClassifier,centroid,0.27309243240000375
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,House,KNeighborsClassifier,centroid,0.23957606248397906
Encoded,encoded,MLP,KIP,2,40,House,KNeighborsClassifier,centroid,0.2670555470992378
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,House,KNeighborsClassifier,centroid,0.08236933790999153
Original,original,,KIP,4,40,House,KNeighborsClassifier,centroid,0.3460860002548463
Decoded,decoded,GNN,KIP,3,40,House,KNeighborsClassifier,centroid,0.29891283707033706
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,House,KNeighborsClassifier,centroid,0.2620717625703987
Encoded,encoded,GNN,KIP,1,40,House,KNeighborsClassifier,centroid,0.24766936998890868
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,House,KNeighborsClassifier,centroid,0.07595464527014455
Original,original,,KIP,4,40,House,KNeighborsClassifier,centroid,0.3460860002548463
Decoded,decoded,MLP,KMeans,4,40,House,KNeighborsClassifier,centroid,0.14781379948743137
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,House,KNeighborsClassifier,centroid,0.12645519041341138
Encoded,encoded,MLP,KMeans,2,40,House,KNeighborsClassifier,centroid,0.10865193680800381
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,KNeighborsClassifier,centroid,0.029740775575994936
Original,original,,KMeans,1,40,House,KNeighborsClassifier,centroid,0.08483529930323788
Decoded,decoded,GNN,KMeans,4,40,House,KNeighborsClassifier,centroid,0.1354987676638565
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,House,KNeighborsClassifier,centroid,0.13145513835334496
Encoded,encoded,GNN,KMeans,2,40,House,KNeighborsClassifier,centroid,0.12803979967286439
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,KNeighborsClassifier,centroid,0.03260259179801084
Original,original,,KMeans,1,40,House,KNeighborsClassifier,centroid,0.08483529930323788
Decoded,decoded,MLP,KMeans,2,40,House,KNeighborsClassifier,closest,0.12368936303765028
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,House,KNeighborsClassifier,closest,0.12890112107634424
Encoded,encoded,MLP,KMeans,3,40,House,KNeighborsClassifier,closest,0.12803513905739541
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,KNeighborsClassifier,closest,0.037817423859673696
Original,original,,KMeans,1,40,House,KNeighborsClassifier,closest,0.11459322991063998
Decoded,decoded,GNN,KMeans,2,40,House,KNeighborsClassifier,closest,0.12192596463584467
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,House,KNeighborsClassifier,closest,0.1281467955045884
Encoded,encoded,GNN,KMeans,4,40,House,KNeighborsClassifier,closest,0.13294544452107457
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,KNeighborsClassifier,closest,0.0377059657365432
Original,original,,KMeans,1,40,House,KNeighborsClassifier,closest,0.11459322991063998
Decoded,decoded,MLP,Agglo,4,40,House,LogisticRegression,centroid,0.1285674302500031
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,House,LogisticRegression,centroid,0.1009821102131897
Encoded,encoded,MLP,Agglo,2,40,House,LogisticRegression,centroid,0.0865487462020448
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,LogisticRegression,centroid,0.011175128279479
Original,original,,Agglo,1,40,House,LogisticRegression,centroid,0.0429092651193283
Decoded,decoded,GNN,Agglo,4,40,House,LogisticRegression,centroid,0.1843492731880129
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,House,LogisticRegression,centroid,0.0922401946570178
Encoded,encoded,GNN,Agglo,3,40,House,LogisticRegression,centroid,0.116246548746202
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,LogisticRegression,centroid,0.0069385645305664
Original,original,,Agglo,1,40,House,LogisticRegression,centroid,0.0429092651193283
Decoded,decoded,MLP,Agglo,3,40,House,LogisticRegression,closest,0.0994727618855506
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,House,LogisticRegression,closest,0.0671304479380728
Encoded,encoded,MLP,Agglo,4,40,House,LogisticRegression,closest,0.1194609110049293
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,LogisticRegression,closest,0.0093990090646629
Original,original,,Agglo,2,40,House,LogisticRegression,closest,0.0842738814155498
Decoded,decoded,GNN,Agglo,3,40,House,LogisticRegression,closest,0.1054551872817356
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,House,LogisticRegression,closest,0.066756766978908
Encoded,encoded,GNN,Agglo,4,40,House,LogisticRegression,closest,0.1481970271939888
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,LogisticRegression,closest,0.0188928251742962
Original,original,,Agglo,2,40,House,LogisticRegression,closest,0.0842738814155498
Decoded,decoded,MLP,KIP,4,40,House,LogisticRegression,centroid,0.1717868354366545
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,House,LogisticRegression,centroid,0.13904068382102644
Encoded,encoded,MLP,KIP,2,40,House,LogisticRegression,centroid,0.14204677315649467
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,House,LogisticRegression,centroid,0.01878934429329662
Original,original,,KIP,3,40,House,LogisticRegression,centroid,0.1495546842496753
Decoded,decoded,GNN,KIP,4,40,House,LogisticRegression,centroid,0.20701864622599872
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,House,LogisticRegression,centroid,0.18729968859920063
Encoded,encoded,GNN,KIP,2,40,House,LogisticRegression,centroid,0.16818134368814525
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,House,LogisticRegression,centroid,0.03066856616951788
Original,original,,KIP,1,40,House,LogisticRegression,centroid,0.1495546842496753
Decoded,decoded,MLP,KMeans,4,40,House,LogisticRegression,centroid,0.10168176603335885
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,House,LogisticRegression,centroid,0.10053782826308948
Encoded,encoded,MLP,KMeans,2,40,House,LogisticRegression,centroid,0.09083120059506548
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,LogisticRegression,centroid,0.00662297810108548
Original,original,,KMeans,1,40,House,LogisticRegression,centroid,0.04215454052622948
Decoded,decoded,GNN,KMeans,3,40,House,LogisticRegression,centroid,0.1403933988073475
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,House,LogisticRegression,centroid,0.15671211185214123
Encoded,encoded,GNN,KMeans,2,40,House,LogisticRegression,centroid,0.12126133713233893
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,LogisticRegression,centroid,0.01062857575108102
Original,original,,KMeans,1,40,House,LogisticRegression,centroid,0.04215454052622948
Decoded,decoded,MLP,KMeans,1,40,House,LogisticRegression,closest,0.07423583252436358
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,House,LogisticRegression,closest,0.08366671289350587
Encoded,encoded,MLP,KMeans,4,40,House,LogisticRegression,closest,0.10369823119303061
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,LogisticRegression,closest,0.013533503952394698
Original,original,,KMeans,3,40,House,LogisticRegression,closest,0.08708743176288151
Decoded,decoded,GNN,KMeans,2,40,House,LogisticRegression,closest,0.09085439806351561
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,House,LogisticRegression,closest,0.10251808520026721
Encoded,encoded,GNN,KMeans,4,40,House,LogisticRegression,closest,0.13503347243409516
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,LogisticRegression,closest,0.02151887946141518
Original,original,,KMeans,1,40,House,LogisticRegression,closest,0.08708743176288151
Decoded,decoded,MLP,Agglo,3,40,House,MLPClassifier,centroid,0.1477704918659408
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,House,MLPClassifier,centroid,0.1596060638493057
Encoded,encoded,MLP,Agglo,1,40,House,MLPClassifier,centroid,0.1165281366583082
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,MLPClassifier,centroid,0.0608836042138094
Original,original,,Agglo,2,40,House,MLPClassifier,centroid,0.1179835140052596
Decoded,decoded,GNN,Agglo,4,40,House,MLPClassifier,centroid,0.2348738227019753
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,House,MLPClassifier,centroid,0.1626109450492324
Encoded,encoded,GNN,Agglo,2,40,House,MLPClassifier,centroid,0.1512608173811998
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,MLPClassifier,centroid,0.0633748509265487
Original,original,,Agglo,1,40,House,MLPClassifier,centroid,0.1179835140052596
Decoded,decoded,MLP,Agglo,3,40,House,MLPClassifier,closest,0.1415356858907712
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,House,MLPClassifier,closest,0.126635985566632
Encoded,encoded,MLP,Agglo,4,40,House,MLPClassifier,closest,0.1623452885144639
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,MLPClassifier,closest,0.0605008867959145
Original,original,,Agglo,2,40,House,MLPClassifier,closest,0.1313781458320591
Decoded,decoded,GNN,Agglo,3,40,House,MLPClassifier,closest,0.1670525694147146
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,House,MLPClassifier,closest,0.1152280441563206
Encoded,encoded,GNN,Agglo,4,40,House,MLPClassifier,closest,0.1696814223900677
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,MLPClassifier,closest,0.0673472761604794
Original,original,,Agglo,2,40,House,MLPClassifier,closest,0.1313781458320591
Decoded,decoded,MLP,KIP,4,40,House,MLPClassifier,centroid,0.22677502522781473
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,House,MLPClassifier,centroid,0.2033628486025318
Encoded,encoded,MLP,KIP,2,40,House,MLPClassifier,centroid,0.1908432588220903
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,House,MLPClassifier,centroid,0.06986766864411952
Original,original,,KIP,1,40,House,MLPClassifier,centroid,0.16220137529814685
Decoded,decoded,GNN,KIP,4,40,House,MLPClassifier,centroid,0.2554989947098036
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,House,MLPClassifier,centroid,0.22664229252033508
Encoded,encoded,GNN,KIP,2,40,House,MLPClassifier,centroid,0.20716383936762264
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,House,MLPClassifier,centroid,0.08742603663384495
Original,original,,KIP,1,40,House,MLPClassifier,centroid,0.16220137529814685
Decoded,decoded,MLP,KMeans,3,40,House,MLPClassifier,centroid,0.14202820163904337
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,House,MLPClassifier,centroid,0.1582608670723502
Encoded,encoded,MLP,KMeans,2,40,House,MLPClassifier,centroid,0.12146495244939137
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,MLPClassifier,centroid,0.0596825117729801
Original,original,,KMeans,1,40,House,MLPClassifier,centroid,0.1154950385297534
Decoded,decoded,GNN,KMeans,3,40,House,MLPClassifier,centroid,0.18375519845880975
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,House,MLPClassifier,centroid,0.20501765947036868
Encoded,encoded,GNN,KMeans,2,40,House,MLPClassifier,centroid,0.16121252140541856
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,MLPClassifier,centroid,0.06013202556418561
Original,original,,KMeans,1,40,House,MLPClassifier,centroid,0.1154950385297534
Decoded,decoded,MLP,KMeans,1,40,House,MLPClassifier,closest,0.12174838312641416
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,House,MLPClassifier,closest,0.14375191119809178
Encoded,encoded,MLP,KMeans,2,40,House,MLPClassifier,closest,0.131927806403278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,MLPClassifier,closest,0.06520788101645149
Original,original,,KMeans,3,40,House,MLPClassifier,closest,0.13892212250015282
Decoded,decoded,GNN,KMeans,2,40,House,MLPClassifier,closest,0.14042289080178572
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,House,MLPClassifier,closest,0.1596614885939697
Encoded,encoded,GNN,KMeans,4,40,House,MLPClassifier,closest,0.1674356690722279
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,MLPClassifier,closest,0.07489067946914554
Original,original,,KMeans,1,40,House,MLPClassifier,closest,0.13892212250015282
Decoded,decoded,MLP,Agglo,3,40,House,XGBClassifier,centroid,0.2457402302761645
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,House,XGBClassifier,centroid,0.1903786582414614
Encoded,encoded,MLP,Agglo,2,40,House,XGBClassifier,centroid,0.1948176316646455
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,XGBClassifier,centroid,0.0797158378367933
Original,original,,Agglo,4,40,House,XGBClassifier,centroid,0.4174157247770497
Decoded,decoded,GNN,Agglo,3,40,House,XGBClassifier,centroid,0.318685208024744
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,House,XGBClassifier,centroid,0.1842666456790582
Encoded,encoded,GNN,Agglo,2,40,House,XGBClassifier,centroid,0.1985699521228038
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,XGBClassifier,centroid,0.1001306855643114
Original,original,,Agglo,4,40,House,XGBClassifier,centroid,0.4174157247770497
Decoded,decoded,MLP,Agglo,4,40,House,XGBClassifier,closest,0.2071024517328206
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,House,XGBClassifier,closest,0.1737981334538549
Encoded,encoded,MLP,Agglo,3,40,House,XGBClassifier,closest,0.1960589795780829
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,House,XGBClassifier,closest,0.0940064197575081
Original,original,,Agglo,1,40,House,XGBClassifier,closest,0.1640016645561237
Decoded,decoded,GNN,Agglo,2,40,House,XGBClassifier,closest,0.1703884325602635
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,House,XGBClassifier,closest,0.176163480901669
Encoded,encoded,GNN,Agglo,4,40,House,XGBClassifier,closest,0.2054049061048019
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,House,XGBClassifier,closest,0.0932137291005599
Original,original,,Agglo,1,40,House,XGBClassifier,closest,0.1640016645561237
Decoded,decoded,MLP,KIP,3,40,House,XGBClassifier,centroid,0.2677555402337635
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,House,XGBClassifier,centroid,0.22451666841825216
Encoded,encoded,MLP,KIP,2,40,House,XGBClassifier,centroid,0.2652599313724058
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,House,XGBClassifier,centroid,0.10324376368769858
Original,original,,KIP,4,40,House,XGBClassifier,centroid,0.27082997350942806
Decoded,decoded,GNN,KIP,3,40,House,XGBClassifier,centroid,0.2739045010408188
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,House,XGBClassifier,centroid,0.26401066597797135
Encoded,encoded,GNN,KIP,4,40,House,XGBClassifier,centroid,0.29798156075229254
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,House,XGBClassifier,centroid,0.10746133041014896
Original,original,,KIP,2,40,House,XGBClassifier,centroid,0.27082997350942806
Decoded,decoded,MLP,KMeans,2,40,House,XGBClassifier,centroid,0.1915563835397454
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,House,XGBClassifier,centroid,0.1885121120964499
Encoded,encoded,MLP,KMeans,3,40,House,XGBClassifier,centroid,0.19196639594851178
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,XGBClassifier,centroid,0.09167613543982298
Original,original,,KMeans,4,40,House,XGBClassifier,centroid,0.32484001268682067
Decoded,decoded,GNN,KMeans,3,40,House,XGBClassifier,centroid,0.21592026342590334
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,House,XGBClassifier,centroid,0.2063902554660073
Encoded,encoded,GNN,KMeans,2,40,House,XGBClassifier,centroid,0.214235348065189
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,XGBClassifier,centroid,0.11287264590432937
Original,original,,KMeans,4,40,House,XGBClassifier,centroid,0.32484001268682067
Decoded,decoded,MLP,KMeans,3,40,House,XGBClassifier,closest,0.17363384572316984
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,House,XGBClassifier,closest,0.1679843460090004
Encoded,encoded,MLP,KMeans,4,40,House,XGBClassifier,closest,0.19391362499511042
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,House,XGBClassifier,closest,0.0940543959221201
Original,original,,KMeans,2,40,House,XGBClassifier,closest,0.16825580250032154
Decoded,decoded,GNN,KMeans,2,40,House,XGBClassifier,closest,0.1833857316624305
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,House,XGBClassifier,closest,0.18826949785733155
Encoded,encoded,GNN,KMeans,4,40,House,XGBClassifier,closest,0.21048943699640915
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,House,XGBClassifier,closest,0.10923739105805338
Original,original,,KMeans,1,40,House,XGBClassifier,closest,0.16825580250032154
Decoded,decoded,MLP,Agglo,1,40,Jannis,GaussianNB,centroid,0.2197926893323903
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Jannis,GaussianNB,centroid,0.3006394348240448
Encoded,encoded,MLP,Agglo,3,40,Jannis,GaussianNB,centroid,0.2470038720748436
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Jannis,GaussianNB,centroid,0.2449178227120403
Original,original,,Agglo,0,40,Jannis,GaussianNB,centroid,0.1466538605337372
Decoded,decoded,GNN,Agglo,3,40,Jannis,GaussianNB,centroid,0.1748152617125906
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Jannis,GaussianNB,centroid,0.1994913589408932
Encoded,encoded,GNN,Agglo,1,40,Jannis,GaussianNB,centroid,0.0363274122717805
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Jannis,GaussianNB,centroid,-0.0452421161717117
Original,original,,Agglo,2,40,Jannis,GaussianNB,centroid,0.1466538605337372
Decoded,decoded,MLP,Agglo,2,40,Jannis,GaussianNB,closest,0.2149901038634286
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Jannis,GaussianNB,closest,0.253603622222234
Encoded,encoded,MLP,Agglo,1,40,Jannis,GaussianNB,closest,0.1776182592094538
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,Jannis,GaussianNB,closest,0.2588433293894588
Original,original,,Agglo,0,40,Jannis,GaussianNB,closest,0.1011808814320551
Decoded,decoded,GNN,Agglo,4,40,Jannis,GaussianNB,closest,0.234028339016296
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,GaussianNB,closest,0.1238884417115372
Encoded,encoded,GNN,Agglo,1,40,Jannis,GaussianNB,closest,0.0603096558196044
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Jannis,GaussianNB,closest,-0.0369601431758197
Original,original,,Agglo,2,40,Jannis,GaussianNB,closest,0.1011808814320551
Decoded,decoded,MLP,KIP,4,40,Jannis,GaussianNB,centroid,0.19994840062544342
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Jannis,GaussianNB,centroid,0.1950158007273446
Encoded,encoded,MLP,KIP,2,40,Jannis,GaussianNB,centroid,0.1594222453203026
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Jannis,GaussianNB,centroid,0.14041633424186467
Original,original,,KIP,0,40,Jannis,GaussianNB,centroid,0.13575936623923007
Decoded,decoded,GNN,KIP,3,40,Jannis,GaussianNB,centroid,0.15991233737128557
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Jannis,GaussianNB,centroid,0.1846277441341821
Encoded,encoded,GNN,KIP,1,40,Jannis,GaussianNB,centroid,0.0835719562989285
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Jannis,GaussianNB,centroid,-0.04768425263063578
Original,original,,KIP,2,40,Jannis,GaussianNB,centroid,0.13575936623923007
Decoded,decoded,MLP,KMeans,3,40,Jannis,GaussianNB,centroid,0.27067237379850184
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Jannis,GaussianNB,centroid,0.2850397271524958
Encoded,encoded,MLP,KMeans,1,40,Jannis,GaussianNB,centroid,0.26210607788486134
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,Jannis,GaussianNB,centroid,0.2630726174898702
Original,original,,KMeans,0,40,Jannis,GaussianNB,centroid,0.15557898549982488
Decoded,decoded,GNN,KMeans,4,40,Jannis,GaussianNB,centroid,0.22641962238609845
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Jannis,GaussianNB,centroid,0.19756183774563194
Encoded,encoded,GNN,KMeans,1,40,Jannis,GaussianNB,centroid,0.05708487852297006
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,GaussianNB,centroid,-0.044958054392661026
Original,original,,KMeans,2,40,Jannis,GaussianNB,centroid,0.15557898549982488
Decoded,decoded,MLP,KMeans,4,40,Jannis,GaussianNB,closest,0.2776264809981406
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Jannis,GaussianNB,closest,0.27113655599431835
Encoded,encoded,MLP,KMeans,3,40,Jannis,GaussianNB,closest,0.27522007157730094
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Jannis,GaussianNB,closest,0.2502333661892058
Original,original,,KMeans,0,40,Jannis,GaussianNB,closest,0.09010299432647603
Decoded,decoded,GNN,KMeans,4,40,Jannis,GaussianNB,closest,0.2277445258902492
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Jannis,GaussianNB,closest,0.15928620021936452
Encoded,encoded,GNN,KMeans,1,40,Jannis,GaussianNB,closest,0.08451230042832039
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,GaussianNB,closest,-0.040232651730050084
Original,original,,KMeans,2,40,Jannis,GaussianNB,closest,0.09010299432647603
Decoded,decoded,MLP,Agglo,1,40,Jannis,KNeighborsClassifier,centroid,0.261312197031435
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Jannis,KNeighborsClassifier,centroid,0.3118561529522364
Encoded,encoded,MLP,Agglo,2,40,Jannis,KNeighborsClassifier,centroid,0.2918649992690543
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,Jannis,KNeighborsClassifier,centroid,0.3156347327940323
Original,original,,Agglo,0,40,Jannis,KNeighborsClassifier,centroid,-0.0014924525939086
Decoded,decoded,GNN,Agglo,3,40,Jannis,KNeighborsClassifier,centroid,0.203816301381254
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Jannis,KNeighborsClassifier,centroid,0.2015150656279054
Encoded,encoded,GNN,Agglo,4,40,Jannis,KNeighborsClassifier,centroid,0.2333984873287834
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Jannis,KNeighborsClassifier,centroid,0.1773965359983666
Original,original,,Agglo,0,40,Jannis,KNeighborsClassifier,centroid,-0.0014924525939086
Decoded,decoded,MLP,Agglo,1,40,Jannis,KNeighborsClassifier,closest,0.2147400568248101
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Jannis,KNeighborsClassifier,closest,0.3211061154869677
Encoded,encoded,MLP,Agglo,2,40,Jannis,KNeighborsClassifier,closest,0.2281200345131814
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,Jannis,KNeighborsClassifier,closest,0.3457075435505538
Original,original,,Agglo,0,40,Jannis,KNeighborsClassifier,closest,0.0761492007371115
Decoded,decoded,GNN,Agglo,2,40,Jannis,KNeighborsClassifier,closest,0.2038286941806704
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,KNeighborsClassifier,closest,0.2290931752624117
Encoded,encoded,GNN,Agglo,4,40,Jannis,KNeighborsClassifier,closest,0.2709185672975291
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Jannis,KNeighborsClassifier,closest,0.1755877610242939
Original,original,,Agglo,0,40,Jannis,KNeighborsClassifier,closest,0.0761492007371115
Decoded,decoded,MLP,KIP,2,40,Jannis,KNeighborsClassifier,centroid,0.21588964196819999
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Jannis,KNeighborsClassifier,centroid,0.19887702112597455
Encoded,encoded,MLP,KIP,3,40,Jannis,KNeighborsClassifier,centroid,0.21900817519318044
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Jannis,KNeighborsClassifier,centroid,0.16783014398520452
Original,original,,KIP,4,40,Jannis,KNeighborsClassifier,centroid,0.25739223982790227
Decoded,decoded,GNN,KIP,3,40,Jannis,KNeighborsClassifier,centroid,0.18222675196890598
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Jannis,KNeighborsClassifier,centroid,0.17251609859068628
Encoded,encoded,GNN,KIP,1,40,Jannis,KNeighborsClassifier,centroid,0.1666064238917261
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Jannis,KNeighborsClassifier,centroid,0.07491311844372145
Original,original,,KIP,4,40,Jannis,KNeighborsClassifier,centroid,0.25739223982790227
Decoded,decoded,MLP,KMeans,2,40,Jannis,KNeighborsClassifier,centroid,0.3022775211371816
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Jannis,KNeighborsClassifier,centroid,0.2961320466547589
Encoded,encoded,MLP,KMeans,3,40,Jannis,KNeighborsClassifier,centroid,0.30462076236065083
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,40,Jannis,KNeighborsClassifier,centroid,0.3068872447265004
Original,original,,KMeans,0,40,Jannis,KNeighborsClassifier,centroid,0.00855536142719758
Decoded,decoded,GNN,KMeans,3,40,Jannis,KNeighborsClassifier,centroid,0.22979031612883832
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Jannis,KNeighborsClassifier,centroid,0.19909872218763205
Encoded,encoded,GNN,KMeans,4,40,Jannis,KNeighborsClassifier,centroid,0.25842918054449826
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Jannis,KNeighborsClassifier,centroid,0.1850204255519022
Original,original,,KMeans,0,40,Jannis,KNeighborsClassifier,centroid,0.00855536142719758
Decoded,decoded,MLP,KMeans,4,40,Jannis,KNeighborsClassifier,closest,0.3163236194440575
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Jannis,KNeighborsClassifier,closest,0.3036331174461776
Encoded,encoded,MLP,KMeans,3,40,Jannis,KNeighborsClassifier,closest,0.3076661474695702
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Jannis,KNeighborsClassifier,closest,0.29010768501206424
Original,original,,KMeans,0,40,Jannis,KNeighborsClassifier,closest,0.07291273702089496
Decoded,decoded,GNN,KMeans,3,40,Jannis,KNeighborsClassifier,closest,0.2268626320148695
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Jannis,KNeighborsClassifier,closest,0.18952562123305752
Encoded,encoded,GNN,KMeans,4,40,Jannis,KNeighborsClassifier,closest,0.2621714540739301
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Jannis,KNeighborsClassifier,closest,0.1197258559771581
Original,original,,KMeans,0,40,Jannis,KNeighborsClassifier,closest,0.07291273702089496
Decoded,decoded,MLP,Agglo,3,40,Jannis,LogisticRegression,centroid,0.2902368015134619
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Jannis,LogisticRegression,centroid,0.363527367876508
Encoded,encoded,MLP,Agglo,2,40,Jannis,LogisticRegression,centroid,0.0735919589795516
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Jannis,LogisticRegression,centroid,0.0228282819171748
Original,original,,Agglo,1,40,Jannis,LogisticRegression,centroid,0.0545964240854731
Decoded,decoded,GNN,Agglo,4,40,Jannis,LogisticRegression,centroid,0.2659679124252794
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,LogisticRegression,centroid,0.2540069913623455
Encoded,encoded,GNN,Agglo,2,40,Jannis,LogisticRegression,centroid,0.0576328632032404
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Jannis,LogisticRegression,centroid,0.0341620934073868
Original,original,,Agglo,1,40,Jannis,LogisticRegression,centroid,0.0545964240854731
Decoded,decoded,MLP,Agglo,3,40,Jannis,LogisticRegression,closest,0.2628989053085986
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Jannis,LogisticRegression,closest,0.3649531512477831
Encoded,encoded,MLP,Agglo,1,40,Jannis,LogisticRegression,closest,0.1139884028350202
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Jannis,LogisticRegression,closest,0.0316058197128736
Original,original,,Agglo,2,40,Jannis,LogisticRegression,closest,0.1288451402372117
Decoded,decoded,GNN,Agglo,4,40,Jannis,LogisticRegression,closest,0.2832128342018256
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,LogisticRegression,closest,0.2377138610364519
Encoded,encoded,GNN,Agglo,1,40,Jannis,LogisticRegression,closest,0.0748760844940319
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Jannis,LogisticRegression,closest,0.0442224998367902
Original,original,,Agglo,2,40,Jannis,LogisticRegression,closest,0.1288451402372117
Decoded,decoded,MLP,KIP,4,40,Jannis,LogisticRegression,centroid,0.24432372309970152
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Jannis,LogisticRegression,centroid,0.23064760338343424
Encoded,encoded,MLP,KIP,2,40,Jannis,LogisticRegression,centroid,0.15836010920667382
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Jannis,LogisticRegression,centroid,0.11707639624482458
Original,original,,KIP,1,40,Jannis,LogisticRegression,centroid,0.15757292477709026
Decoded,decoded,GNN,KIP,3,40,Jannis,LogisticRegression,centroid,0.20296050873210514
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Jannis,LogisticRegression,centroid,0.20450764763894572
Encoded,encoded,GNN,KIP,1,40,Jannis,LogisticRegression,centroid,0.15360360656763078
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Jannis,LogisticRegression,centroid,0.04521024547103336
Original,original,,KIP,2,40,Jannis,LogisticRegression,centroid,0.15757292477709026
Decoded,decoded,MLP,KMeans,3,40,Jannis,LogisticRegression,centroid,0.29757126273710033
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Jannis,LogisticRegression,centroid,0.30266670176074945
Encoded,encoded,MLP,KMeans,1,40,Jannis,LogisticRegression,centroid,0.0578227852818077
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Jannis,LogisticRegression,centroid,0.02062692177994714
Original,original,,KMeans,2,40,Jannis,LogisticRegression,centroid,0.05846104412634841
Decoded,decoded,GNN,KMeans,4,40,Jannis,LogisticRegression,centroid,0.276244798084691
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Jannis,LogisticRegression,centroid,0.23920233318475023
Encoded,encoded,GNN,KMeans,1,40,Jannis,LogisticRegression,centroid,0.058237097545851456
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,LogisticRegression,centroid,0.03036336349280356
Original,original,,KMeans,2,40,Jannis,LogisticRegression,centroid,0.05846104412634841
Decoded,decoded,MLP,KMeans,3,40,Jannis,LogisticRegression,closest,0.3182185459856078
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Jannis,LogisticRegression,closest,0.3284536884164463
Encoded,encoded,MLP,KMeans,1,40,Jannis,LogisticRegression,closest,0.09463581029292192
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Jannis,LogisticRegression,closest,0.030971316723826303
Original,original,,KMeans,2,40,Jannis,LogisticRegression,closest,0.11756625443688144
Decoded,decoded,GNN,KMeans,4,40,Jannis,LogisticRegression,closest,0.2883445675062161
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Jannis,LogisticRegression,closest,0.24336969144390236
Encoded,encoded,GNN,KMeans,1,40,Jannis,LogisticRegression,closest,0.06334764871246974
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,LogisticRegression,closest,0.03735756491031368
Original,original,,KMeans,2,40,Jannis,LogisticRegression,closest,0.11756625443688144
Decoded,decoded,MLP,Agglo,3,40,Jannis,MLPClassifier,centroid,0.308705637196286
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Jannis,MLPClassifier,centroid,0.3704192896307426
Encoded,encoded,MLP,Agglo,1,40,Jannis,MLPClassifier,centroid,0.2578097307213171
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Jannis,MLPClassifier,centroid,0.2853395279585033
Original,original,,Agglo,0,40,Jannis,MLPClassifier,centroid,0.1628589146327391
Decoded,decoded,GNN,Agglo,2,40,Jannis,MLPClassifier,centroid,0.2738984374557945
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,MLPClassifier,centroid,0.2773098575317861
Encoded,encoded,GNN,Agglo,4,40,Jannis,MLPClassifier,centroid,0.3073044907379653
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Jannis,MLPClassifier,centroid,0.1868255919499096
Original,original,,Agglo,0,40,Jannis,MLPClassifier,centroid,0.1628589146327391
Decoded,decoded,MLP,Agglo,1,40,Jannis,MLPClassifier,closest,0.2635133368729963
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Jannis,MLPClassifier,closest,0.3650002460287839
Encoded,encoded,MLP,Agglo,2,40,Jannis,MLPClassifier,closest,0.2677110821320002
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,Jannis,MLPClassifier,closest,0.3674482503342518
Original,original,,Agglo,0,40,Jannis,MLPClassifier,closest,0.1520371577236457
Decoded,decoded,GNN,Agglo,4,40,Jannis,MLPClassifier,closest,0.3060755644283491
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,MLPClassifier,closest,0.2425111452471572
Encoded,encoded,GNN,Agglo,2,40,Jannis,MLPClassifier,closest,0.1749330189321835
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Jannis,MLPClassifier,closest,0.1654885576560755
Original,original,,Agglo,0,40,Jannis,MLPClassifier,closest,0.1520371577236457
Decoded,decoded,MLP,KIP,4,40,Jannis,MLPClassifier,centroid,0.26245852158832744
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Jannis,MLPClassifier,centroid,0.25032764802713925
Encoded,encoded,MLP,KIP,2,40,Jannis,MLPClassifier,centroid,0.22796212030542523
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Jannis,MLPClassifier,centroid,0.20058604987429612
Original,original,,KIP,0,40,Jannis,MLPClassifier,centroid,0.17817383040172308
Decoded,decoded,GNN,KIP,3,40,Jannis,MLPClassifier,centroid,0.2159290064784715
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,Jannis,MLPClassifier,centroid,0.22290053109986477
Encoded,encoded,GNN,KIP,2,40,Jannis,MLPClassifier,centroid,0.21330016564505624
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Jannis,MLPClassifier,centroid,0.08114075131245792
Original,original,,KIP,1,40,Jannis,MLPClassifier,centroid,0.17817383040172308
Decoded,decoded,MLP,KMeans,3,40,Jannis,MLPClassifier,centroid,0.32850011040855037
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Jannis,MLPClassifier,centroid,0.3371674143864597
Encoded,encoded,MLP,KMeans,2,40,Jannis,MLPClassifier,centroid,0.3171088774419252
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Jannis,MLPClassifier,centroid,0.27407963210424235
Original,original,,KMeans,0,40,Jannis,MLPClassifier,centroid,0.1627369173030289
Decoded,decoded,GNN,KMeans,3,40,Jannis,MLPClassifier,centroid,0.28952255446493536
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Jannis,MLPClassifier,centroid,0.25549350043522384
Encoded,encoded,GNN,KMeans,4,40,Jannis,MLPClassifier,centroid,0.31308642500552036
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,MLPClassifier,centroid,0.12908434819311376
Original,original,,KMeans,1,40,Jannis,MLPClassifier,centroid,0.1627369173030289
Decoded,decoded,MLP,KMeans,2,40,Jannis,MLPClassifier,closest,0.35103322419969196
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Jannis,MLPClassifier,closest,0.3601946341945916
Encoded,encoded,MLP,KMeans,4,40,Jannis,MLPClassifier,closest,0.39443361129930343
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Jannis,MLPClassifier,closest,0.29981837560695157
Original,original,,KMeans,0,40,Jannis,MLPClassifier,closest,0.14324615176244343
Decoded,decoded,GNN,KMeans,4,40,Jannis,MLPClassifier,closest,0.30659718842460004
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Jannis,MLPClassifier,closest,0.24783329576649282
Encoded,encoded,GNN,KMeans,3,40,Jannis,MLPClassifier,closest,0.27170844464613786
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,MLPClassifier,closest,0.12064179347892642
Original,original,,KMeans,1,40,Jannis,MLPClassifier,closest,0.14324615176244343
Decoded,decoded,MLP,Agglo,3,40,Jannis,XGBClassifier,centroid,0.3699722941126176
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Jannis,XGBClassifier,centroid,0.4427706498092548
Encoded,encoded,MLP,Agglo,1,40,Jannis,XGBClassifier,centroid,0.1900369751115225
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Jannis,XGBClassifier,centroid,0.1324577897446824
Original,original,,Agglo,2,40,Jannis,XGBClassifier,centroid,0.2499913822001039
Decoded,decoded,GNN,Agglo,4,40,Jannis,XGBClassifier,centroid,0.3329400472554003
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Jannis,XGBClassifier,centroid,0.320751119296136
Encoded,encoded,GNN,Agglo,1,40,Jannis,XGBClassifier,centroid,0.2017665471936507
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Jannis,XGBClassifier,centroid,0.1747957852851405
Original,original,,Agglo,2,40,Jannis,XGBClassifier,centroid,0.2499913822001039
Decoded,decoded,MLP,Agglo,3,40,Jannis,XGBClassifier,closest,0.3269905760626018
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Jannis,XGBClassifier,closest,0.4101118346142415
Encoded,encoded,MLP,Agglo,2,40,Jannis,XGBClassifier,closest,0.2167150371786816
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Jannis,XGBClassifier,closest,0.1582398041927292
Original,original,,Agglo,1,40,Jannis,XGBClassifier,closest,0.2051353266010447
Decoded,decoded,GNN,Agglo,3,40,Jannis,XGBClassifier,closest,0.3024471158870159
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Jannis,XGBClassifier,closest,0.3249861911631586
Encoded,encoded,GNN,Agglo,2,40,Jannis,XGBClassifier,closest,0.2353189671668608
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Jannis,XGBClassifier,closest,0.1942884004413398
Original,original,,Agglo,1,40,Jannis,XGBClassifier,closest,0.2051353266010447
Decoded,decoded,MLP,KIP,3,40,Jannis,XGBClassifier,centroid,0.30942517238992623
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Jannis,XGBClassifier,centroid,0.29479821455471755
Encoded,encoded,MLP,KIP,1,40,Jannis,XGBClassifier,centroid,0.27449680869977067
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Jannis,XGBClassifier,centroid,0.21066971840829907
Original,original,,KIP,4,40,Jannis,XGBClassifier,centroid,0.3236918722611343
Decoded,decoded,GNN,KIP,3,40,Jannis,XGBClassifier,centroid,0.3003571772701795
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Jannis,XGBClassifier,centroid,0.29088622875576603
Encoded,encoded,GNN,KIP,1,40,Jannis,XGBClassifier,centroid,0.222183675851296
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Jannis,XGBClassifier,centroid,0.15496005955103298
Original,original,,KIP,4,40,Jannis,XGBClassifier,centroid,0.3236918722611343
Decoded,decoded,MLP,KMeans,4,40,Jannis,XGBClassifier,centroid,0.36111638508401334
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Jannis,XGBClassifier,centroid,0.35842026906535546
Encoded,encoded,MLP,KMeans,1,40,Jannis,XGBClassifier,centroid,0.1922623353287724
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Jannis,XGBClassifier,centroid,0.1434994713963685
Original,original,,KMeans,2,40,Jannis,XGBClassifier,centroid,0.33982488902038
Decoded,decoded,GNN,KMeans,3,40,Jannis,XGBClassifier,centroid,0.33508125838878355
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Jannis,XGBClassifier,centroid,0.3021575510248396
Encoded,encoded,GNN,KMeans,1,40,Jannis,XGBClassifier,centroid,0.19660827824500873
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,XGBClassifier,centroid,0.16454660872609903
Original,original,,KMeans,4,40,Jannis,XGBClassifier,centroid,0.33982488902038
Decoded,decoded,MLP,KMeans,4,40,Jannis,XGBClassifier,closest,0.37550113524245865
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Jannis,XGBClassifier,closest,0.36231660711110986
Encoded,encoded,MLP,KMeans,2,40,Jannis,XGBClassifier,closest,0.20797382631672517
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Jannis,XGBClassifier,closest,0.15566726199604525
Original,original,,KMeans,1,40,Jannis,XGBClassifier,closest,0.2044123678321279
Decoded,decoded,GNN,KMeans,3,40,Jannis,XGBClassifier,closest,0.3344320666298431
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Jannis,XGBClassifier,closest,0.33554377638777105
Encoded,encoded,GNN,KMeans,2,40,Jannis,XGBClassifier,closest,0.21157969700629847
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Jannis,XGBClassifier,closest,0.16829529060985515
Original,original,,KMeans,1,40,Jannis,XGBClassifier,closest,0.2044123678321279
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,GaussianNB,centroid,0.0386521424337071
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,LawSchoolAdmissions,GaussianNB,centroid,-0.0934085631740869
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,GaussianNB,centroid,0.0983490361567174
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,GaussianNB,centroid,-0.1391966840135808
Original,original,,Agglo,0,40,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,40,LawSchoolAdmissions,GaussianNB,centroid,-0.0089706430230024
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,LawSchoolAdmissions,GaussianNB,centroid,-0.1640068325440918
Encoded,encoded,GNN,Agglo,3,40,LawSchoolAdmissions,GaussianNB,centroid,0.0943118367499959
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,LawSchoolAdmissions,GaussianNB,centroid,0.1800490181146771
Original,original,,Agglo,0,40,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,GaussianNB,closest,-0.0437085999611042
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,LawSchoolAdmissions,GaussianNB,closest,-0.1080073855209112
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,GaussianNB,closest,0.1135687858644129
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,GaussianNB,closest,-0.1349755495207144
Original,original,,Agglo,0,40,LawSchoolAdmissions,GaussianNB,closest,-0.2160686628505017
Decoded,decoded,GNN,Agglo,1,40,LawSchoolAdmissions,GaussianNB,closest,-0.1794175467042815
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,LawSchoolAdmissions,GaussianNB,closest,-0.1585051818145607
Encoded,encoded,GNN,Agglo,3,40,LawSchoolAdmissions,GaussianNB,closest,0.065363734561754
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,LawSchoolAdmissions,GaussianNB,closest,0.172801741408357
Original,original,,Agglo,0,40,LawSchoolAdmissions,GaussianNB,closest,-0.2160686628505017
Decoded,decoded,MLP,KIP,4,40,LawSchoolAdmissions,GaussianNB,centroid,0.245752505383323
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,LawSchoolAdmissions,GaussianNB,centroid,-0.03212725027590264
Encoded,encoded,MLP,KIP,3,40,LawSchoolAdmissions,GaussianNB,centroid,0.2226837652097915
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,LawSchoolAdmissions,GaussianNB,centroid,-0.05607677005302484
Original,original,,KIP,0,40,LawSchoolAdmissions,GaussianNB,centroid,-0.24335408558487842
Decoded,decoded,GNN,KIP,3,40,LawSchoolAdmissions,GaussianNB,centroid,0.1381312663872103
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,LawSchoolAdmissions,GaussianNB,centroid,-0.14910691900529777
Encoded,encoded,GNN,KIP,2,40,LawSchoolAdmissions,GaussianNB,centroid,0.10361075118151926
Encoded-FT,encoded,GNN-MultiHead,KIP,4,40,LawSchoolAdmissions,GaussianNB,centroid,0.177035763072864
Original,original,,KIP,0,40,LawSchoolAdmissions,GaussianNB,centroid,-0.24335408558487842
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,GaussianNB,centroid,0.034454204849794015
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,GaussianNB,centroid,-0.08746734273550127
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,GaussianNB,centroid,0.09367731928084888
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,LawSchoolAdmissions,GaussianNB,centroid,-0.14463858512914116
Original,original,,KMeans,0,40,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,40,LawSchoolAdmissions,GaussianNB,centroid,-0.02493925455912992
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,LawSchoolAdmissions,GaussianNB,centroid,-0.06334747798050992
Encoded,encoded,GNN,KMeans,3,40,LawSchoolAdmissions,GaussianNB,centroid,0.0827267380694079
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,40,LawSchoolAdmissions,GaussianNB,centroid,0.15609762383986162
Original,original,,KMeans,0,40,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,GaussianNB,closest,-0.043655645401271426
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,GaussianNB,closest,-0.11615793580314024
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,GaussianNB,closest,0.09981020710856381
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,LawSchoolAdmissions,GaussianNB,closest,-0.1304420768497192
Original,original,,KMeans,0,40,LawSchoolAdmissions,GaussianNB,closest,-0.16101115091815235
Decoded,decoded,GNN,KMeans,2,40,LawSchoolAdmissions,GaussianNB,closest,-0.1442749325766611
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,LawSchoolAdmissions,GaussianNB,closest,-0.14514305932082258
Encoded,encoded,GNN,KMeans,3,40,LawSchoolAdmissions,GaussianNB,closest,0.0685855274719352
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,40,LawSchoolAdmissions,GaussianNB,closest,0.13962102342887803
Original,original,,KMeans,0,40,LawSchoolAdmissions,GaussianNB,closest,-0.16101115091815235
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1705877185096801
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0807770731348529
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2117735753454883
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0697003996306073
Original,original,,Agglo,1,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0152364276783015
Decoded,decoded,GNN,Agglo,3,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1638444627869534
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0864783472128011
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1644614793687633
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0701692913707575
Original,original,,Agglo,1,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0152364276783015
Decoded,decoded,MLP,Agglo,1,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.075080906810065
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.087253704142592
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2428133913029265
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.041591412436766
Original,original,,Agglo,3,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0931153616697857
Decoded,decoded,GNN,Agglo,3,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0994316092282797
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0739173606400627
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2025213912702369
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0464192607242385
Original,original,,Agglo,2,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0931153616697857
Decoded,decoded,MLP,KIP,3,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2799667791734429
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.19462031006104777
Encoded,encoded,MLP,KIP,4,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3733794120771801
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16421589859679803
Original,original,,KIP,2,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.19989784493678636
Decoded,decoded,GNN,KIP,3,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.21633193857620353
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18305410949388293
Encoded,encoded,GNN,KIP,4,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.28094665053978735
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.026228721100332558
Original,original,,KIP,2,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.19989784493678636
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17609653244853424
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.10114188929660102
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20538970113514704
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07247901735001591
Original,original,,KMeans,1,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0127385320726036
Decoded,decoded,GNN,KMeans,3,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.10409641803486344
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0844607847143335
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17498508536077076
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.04721239263502856
Original,original,,KMeans,1,40,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0127385320726036
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.10263662218154171
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08772382174350082
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2387051232807303
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.04623497299020128
Original,original,,KMeans,1,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.07934016001569097
Decoded,decoded,GNN,KMeans,3,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08788359226236682
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08390853444260107
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1886317759453429
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.01653645301275716
Original,original,,KMeans,1,40,LawSchoolAdmissions,KNeighborsClassifier,closest,0.07934016001569097
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,LogisticRegression,centroid,0.1953622184230941
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,LogisticRegression,centroid,0.0537104888574246
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,LogisticRegression,centroid,0.249694981887196
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,LawSchoolAdmissions,LogisticRegression,centroid,0.1116592232205393
Original,original,,Agglo,0,40,LawSchoolAdmissions,LogisticRegression,centroid,0.0121884861310899
Decoded,decoded,GNN,Agglo,2,40,LawSchoolAdmissions,LogisticRegression,centroid,0.1389837624925628
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,LawSchoolAdmissions,LogisticRegression,centroid,0.0418778571912726
Encoded,encoded,GNN,Agglo,3,40,LawSchoolAdmissions,LogisticRegression,centroid,0.2765619939900134
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,LawSchoolAdmissions,LogisticRegression,centroid,0.2860467393187176
Original,original,,Agglo,0,40,LawSchoolAdmissions,LogisticRegression,centroid,0.0121884861310899
Decoded,decoded,MLP,Agglo,2,40,LawSchoolAdmissions,LogisticRegression,closest,0.0413035946949442
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,LawSchoolAdmissions,LogisticRegression,closest,0.0199024318604599
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,LogisticRegression,closest,0.2799492013044231
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,LawSchoolAdmissions,LogisticRegression,closest,0.1082701330782729
Original,original,,Agglo,1,40,LawSchoolAdmissions,LogisticRegression,closest,0.0291791247109858
Decoded,decoded,GNN,Agglo,0,40,LawSchoolAdmissions,LogisticRegression,closest,0.013031993010943
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,LawSchoolAdmissions,LogisticRegression,closest,0.0303530678797099
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,LogisticRegression,closest,0.2438290316992898
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,LawSchoolAdmissions,LogisticRegression,closest,0.2226076789251312
Original,original,,Agglo,1,40,LawSchoolAdmissions,LogisticRegression,closest,0.0291791247109858
Decoded,decoded,MLP,KIP,3,40,LawSchoolAdmissions,LogisticRegression,centroid,0.20209012720384995
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,LawSchoolAdmissions,LogisticRegression,centroid,0.11336450041045645
Encoded,encoded,MLP,KIP,4,40,LawSchoolAdmissions,LogisticRegression,centroid,0.33140952259016865
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,LawSchoolAdmissions,LogisticRegression,centroid,0.1717383773036399
Original,original,,KIP,0,40,LawSchoolAdmissions,LogisticRegression,centroid,0.0009960159362549198
Decoded,decoded,GNN,KIP,2,40,LawSchoolAdmissions,LogisticRegression,centroid,0.15129350273763167
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,LawSchoolAdmissions,LogisticRegression,centroid,0.07091897062035406
Encoded,encoded,GNN,KIP,4,40,LawSchoolAdmissions,LogisticRegression,centroid,0.26773379073498066
Encoded-FT,encoded,GNN-MultiHead,KIP,3,40,LawSchoolAdmissions,LogisticRegression,centroid,0.2573029244082271
Original,original,,KIP,0,40,LawSchoolAdmissions,LogisticRegression,centroid,0.0009960159362549198
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,LogisticRegression,centroid,0.16339424909059413
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,LawSchoolAdmissions,LogisticRegression,centroid,0.06783282748024909
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,LogisticRegression,centroid,0.2511020191445936
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,LogisticRegression,centroid,0.11499879499017165
Original,original,,KMeans,0,40,LawSchoolAdmissions,LogisticRegression,centroid,0.012838438307262343
Decoded,decoded,GNN,KMeans,2,40,LawSchoolAdmissions,LogisticRegression,centroid,0.1099682555223341
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,LawSchoolAdmissions,LogisticRegression,centroid,0.06071253737413286
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,LogisticRegression,centroid,0.25620937798898924
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,LawSchoolAdmissions,LogisticRegression,centroid,0.24987102629180816
Original,original,,KMeans,0,40,LawSchoolAdmissions,LogisticRegression,centroid,0.012838438307262343
Decoded,decoded,MLP,KMeans,2,40,LawSchoolAdmissions,LogisticRegression,closest,0.05968413679874072
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,LawSchoolAdmissions,LogisticRegression,closest,0.0409658153774316
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,LogisticRegression,closest,0.2654423892332371
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,LawSchoolAdmissions,LogisticRegression,closest,0.10932451667808911
Original,original,,KMeans,0,40,LawSchoolAdmissions,LogisticRegression,closest,0.03376079801775876
Decoded,decoded,GNN,KMeans,0,40,LawSchoolAdmissions,LogisticRegression,closest,0.029144480678420515
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,LawSchoolAdmissions,LogisticRegression,closest,0.02951859857356956
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,LogisticRegression,closest,0.23323379450063636
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,LawSchoolAdmissions,LogisticRegression,closest,0.21614976765904242
Original,original,,KMeans,2,40,LawSchoolAdmissions,LogisticRegression,closest,0.03376079801775876
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,MLPClassifier,centroid,0.2190246575136128
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,LawSchoolAdmissions,MLPClassifier,centroid,0.1213774392034885
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,MLPClassifier,centroid,0.2408833475173032
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,MLPClassifier,centroid,0.0566072195151341
Original,original,,Agglo,0,40,LawSchoolAdmissions,MLPClassifier,centroid,0.0526231557701142
Decoded,decoded,GNN,Agglo,3,40,LawSchoolAdmissions,MLPClassifier,centroid,0.1735571890133229
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,LawSchoolAdmissions,MLPClassifier,centroid,0.0886849577116863
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,MLPClassifier,centroid,0.2410311495040631
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,LawSchoolAdmissions,MLPClassifier,centroid,0.1254867110009865
Original,original,,Agglo,0,40,LawSchoolAdmissions,MLPClassifier,centroid,0.0526231557701142
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,MLPClassifier,closest,0.1133537682916726
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,LawSchoolAdmissions,MLPClassifier,closest,0.0509257864571957
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,MLPClassifier,closest,0.2688405169492163
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,MLPClassifier,closest,0.0689152652151319
Original,original,,Agglo,2,40,LawSchoolAdmissions,MLPClassifier,closest,0.0788547134712567
Decoded,decoded,GNN,Agglo,0,40,LawSchoolAdmissions,MLPClassifier,closest,0.0484715203458377
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,LawSchoolAdmissions,MLPClassifier,closest,0.0540766988755752
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,MLPClassifier,closest,0.2310258022729497
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,LawSchoolAdmissions,MLPClassifier,closest,0.1534843612318213
Original,original,,Agglo,2,40,LawSchoolAdmissions,MLPClassifier,closest,0.0788547134712567
Decoded,decoded,MLP,KIP,3,40,LawSchoolAdmissions,MLPClassifier,centroid,0.22063315735168962
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,LawSchoolAdmissions,MLPClassifier,centroid,0.18032143637171533
Encoded,encoded,MLP,KIP,4,40,LawSchoolAdmissions,MLPClassifier,centroid,0.3122920416632148
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,LawSchoolAdmissions,MLPClassifier,centroid,0.021471015747972142
Original,original,,KIP,0,40,LawSchoolAdmissions,MLPClassifier,centroid,0.0023802709765851
Decoded,decoded,GNN,KIP,3,40,LawSchoolAdmissions,MLPClassifier,centroid,0.1915728390784687
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,LawSchoolAdmissions,MLPClassifier,centroid,0.1408594356035216
Encoded,encoded,GNN,KIP,4,40,LawSchoolAdmissions,MLPClassifier,centroid,0.24969215764541075
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,LawSchoolAdmissions,MLPClassifier,centroid,0.1663436989282944
Original,original,,KIP,0,40,LawSchoolAdmissions,MLPClassifier,centroid,0.0023802709765851
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,MLPClassifier,centroid,0.20508853056582743
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,MLPClassifier,centroid,0.13204591840577198
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,MLPClassifier,centroid,0.228158820295378
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,LawSchoolAdmissions,MLPClassifier,centroid,0.05464211208097658
Original,original,,KMeans,1,40,LawSchoolAdmissions,MLPClassifier,centroid,0.058490423937520186
Decoded,decoded,GNN,KMeans,3,40,LawSchoolAdmissions,MLPClassifier,centroid,0.2001837639988251
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,LawSchoolAdmissions,MLPClassifier,centroid,0.15331189420013702
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,MLPClassifier,centroid,0.22250638278643456
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,LawSchoolAdmissions,MLPClassifier,centroid,0.12606398602188598
Original,original,,KMeans,0,40,LawSchoolAdmissions,MLPClassifier,centroid,0.058490423937520186
Decoded,decoded,MLP,KMeans,3,40,LawSchoolAdmissions,MLPClassifier,closest,0.14864568192259314
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,LawSchoolAdmissions,MLPClassifier,closest,0.10920232115018183
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,MLPClassifier,closest,0.24293826584023073
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,LawSchoolAdmissions,MLPClassifier,closest,0.06046795803553273
Original,original,,KMeans,1,40,LawSchoolAdmissions,MLPClassifier,closest,0.08965254294730338
Decoded,decoded,GNN,KMeans,2,40,LawSchoolAdmissions,MLPClassifier,closest,0.09883132874927501
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,LawSchoolAdmissions,MLPClassifier,closest,0.0940602429601066
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,MLPClassifier,closest,0.2189416248051273
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,LawSchoolAdmissions,MLPClassifier,closest,0.1392031119378817
Original,original,,KMeans,0,40,LawSchoolAdmissions,MLPClassifier,closest,0.08965254294730338
Decoded,decoded,MLP,Agglo,3,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2394533397600524
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,LawSchoolAdmissions,XGBClassifier,centroid,0.0665090112141226
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2680318423847144
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,XGBClassifier,centroid,0.128459696186897
Original,original,,Agglo,2,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2121513944223108
Decoded,decoded,GNN,Agglo,1,40,LawSchoolAdmissions,XGBClassifier,centroid,0.155610073882165
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,LawSchoolAdmissions,XGBClassifier,centroid,0.0687222753598084
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2500103555532125
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,LawSchoolAdmissions,XGBClassifier,centroid,0.1674050489911808
Original,original,,Agglo,3,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2121513944223108
Decoded,decoded,MLP,Agglo,2,40,LawSchoolAdmissions,XGBClassifier,closest,0.0660816092906257
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,LawSchoolAdmissions,XGBClassifier,closest,0.0635746239992769
Encoded,encoded,MLP,Agglo,4,40,LawSchoolAdmissions,XGBClassifier,closest,0.2805262880425369
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,LawSchoolAdmissions,XGBClassifier,closest,0.1142358731425903
Original,original,,Agglo,0,40,LawSchoolAdmissions,XGBClassifier,closest,0.0631961756000571
Decoded,decoded,GNN,Agglo,0,40,LawSchoolAdmissions,XGBClassifier,closest,0.0610384548761475
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,LawSchoolAdmissions,XGBClassifier,closest,0.0698557377296108
Encoded,encoded,GNN,Agglo,4,40,LawSchoolAdmissions,XGBClassifier,closest,0.2594979251237017
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,LawSchoolAdmissions,XGBClassifier,closest,0.1478029281738828
Original,original,,Agglo,1,40,LawSchoolAdmissions,XGBClassifier,closest,0.0631961756000571
Decoded,decoded,MLP,KIP,2,40,LawSchoolAdmissions,XGBClassifier,centroid,0.22704625731478623
Decoded-FT,decoded,MLP-MultiHead,KIP,0,40,LawSchoolAdmissions,XGBClassifier,centroid,0.09276579880854656
Encoded,encoded,MLP,KIP,4,40,LawSchoolAdmissions,XGBClassifier,centroid,0.3787955926765527
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,LawSchoolAdmissions,XGBClassifier,centroid,0.12081183771530128
Original,original,,KIP,3,40,LawSchoolAdmissions,XGBClassifier,centroid,0.31681685356871186
Decoded,decoded,GNN,KIP,1,40,LawSchoolAdmissions,XGBClassifier,centroid,0.16539513025403113
Decoded-FT,decoded,GNN-MultiHead,KIP,0,40,LawSchoolAdmissions,XGBClassifier,centroid,0.08353523524051241
Encoded,encoded,GNN,KIP,3,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2959754554560586
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,LawSchoolAdmissions,XGBClassifier,centroid,0.23345841586395438
Original,original,,KIP,4,40,LawSchoolAdmissions,XGBClassifier,centroid,0.31681685356871186
Decoded,decoded,MLP,KMeans,2,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2284380436665437
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,LawSchoolAdmissions,XGBClassifier,centroid,0.08415826297833237
Encoded,encoded,MLP,KMeans,3,40,LawSchoolAdmissions,XGBClassifier,centroid,0.2544265282913714
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,LawSchoolAdmissions,XGBClassifier,centroid,0.11747546675302564
Original,original,,KMeans,4,40,LawSchoolAdmissions,XGBClassifier,centroid,0.40274064422837946
Decoded,decoded,GNN,KMeans,1,40,LawSchoolAdmissions,XGBClassifier,centroid,0.12719500071547457
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,KMeans,3,40,LawSchoolAdmissions,XGBClassifier,centroid,0.24479680521769254
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,LawSchoolAdmissions,XGBClassifier,centroid,0.15012181896233587
Original,original,,KMeans,4,40,LawSchoolAdmissions,XGBClassifier,centroid,0.40274064422837946
Decoded,decoded,MLP,KMeans,2,40,LawSchoolAdmissions,XGBClassifier,closest,0.0798004579037347
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,LawSchoolAdmissions,XGBClassifier,closest,0.06920616211900972
Encoded,encoded,MLP,KMeans,4,40,LawSchoolAdmissions,XGBClassifier,closest,0.2915656843326128
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,LawSchoolAdmissions,XGBClassifier,closest,0.10775499137664837
Original,original,,KMeans,0,40,LawSchoolAdmissions,XGBClassifier,closest,0.06895631086241033
Decoded,decoded,GNN,KMeans,0,40,LawSchoolAdmissions,XGBClassifier,closest,0.05817053148464735
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,LawSchoolAdmissions,XGBClassifier,closest,0.07435682600411206
Encoded,encoded,GNN,KMeans,4,40,LawSchoolAdmissions,XGBClassifier,closest,0.24685548919633377
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,LawSchoolAdmissions,XGBClassifier,closest,0.17355116396418105
Original,original,,KMeans,1,40,LawSchoolAdmissions,XGBClassifier,closest,0.06895631086241033
Decoded,decoded,MLP,Agglo,3,40,MagicTelescope,GaussianNB,centroid,0.0409056314277412
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MagicTelescope,GaussianNB,centroid,0.0752736444221277
Encoded,encoded,MLP,Agglo,2,40,MagicTelescope,GaussianNB,centroid,-0.0267538105966014
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,MagicTelescope,GaussianNB,centroid,-0.0839933058483251
Original,original,,Agglo,0,40,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,GaussianNB,centroid,0.1412194273862048
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MagicTelescope,GaussianNB,centroid,0.0961335985381315
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,GaussianNB,centroid,0.1994406748132847
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,MagicTelescope,GaussianNB,centroid,-0.0859376614723972
Original,original,,Agglo,0,40,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,Agglo,2,40,MagicTelescope,GaussianNB,closest,-0.0301005824860274
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MagicTelescope,GaussianNB,closest,0.027268394631548
Encoded,encoded,MLP,Agglo,4,40,MagicTelescope,GaussianNB,closest,0.0561145835486298
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,GaussianNB,closest,-0.0825164223127041
Original,original,,Agglo,1,40,MagicTelescope,GaussianNB,closest,-0.079298524393046
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,GaussianNB,closest,-0.0209344213862705
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MagicTelescope,GaussianNB,closest,-0.0225125196198461
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,GaussianNB,closest,0.209222634645943
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,GaussianNB,closest,-0.0853753575948713
Original,original,,Agglo,1,40,MagicTelescope,GaussianNB,closest,-0.079298524393046
Decoded,decoded,MLP,KIP,4,40,MagicTelescope,GaussianNB,centroid,0.26521035028188134
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,MagicTelescope,GaussianNB,centroid,0.15108612793294657
Encoded,encoded,MLP,KIP,2,40,MagicTelescope,GaussianNB,centroid,0.06924647633035012
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MagicTelescope,GaussianNB,centroid,-0.09290755481095031
Original,original,,KIP,1,40,MagicTelescope,GaussianNB,centroid,-0.03697375955764618
Decoded,decoded,GNN,KIP,4,40,MagicTelescope,GaussianNB,centroid,0.28624495294276414
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,MagicTelescope,GaussianNB,centroid,0.029880584893295998
Encoded,encoded,GNN,KIP,3,40,MagicTelescope,GaussianNB,centroid,0.2625720204885296
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MagicTelescope,GaussianNB,centroid,-0.07561443096671278
Original,original,,KIP,1,40,MagicTelescope,GaussianNB,centroid,-0.03697375955764618
Decoded,decoded,MLP,KMeans,4,40,MagicTelescope,GaussianNB,centroid,0.05898190779675359
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,MagicTelescope,GaussianNB,centroid,-0.01613903312912074
Encoded,encoded,MLP,KMeans,3,40,MagicTelescope,GaussianNB,centroid,-0.0009950043099832598
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,GaussianNB,centroid,-0.08698372905342058
Original,original,,KMeans,1,40,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,40,MagicTelescope,GaussianNB,centroid,0.13538636051398828
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,MagicTelescope,GaussianNB,centroid,0.05904038740001627
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,GaussianNB,centroid,0.18009067377986132
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,GaussianNB,centroid,-0.08704190470864151
Original,original,,KMeans,1,40,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,2,40,MagicTelescope,GaussianNB,closest,-0.05236252734012632
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MagicTelescope,GaussianNB,closest,-0.0448720925850051
Encoded,encoded,MLP,KMeans,4,40,MagicTelescope,GaussianNB,closest,0.01569253345556096
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,GaussianNB,closest,-0.08867738833252883
Original,original,,KMeans,1,40,MagicTelescope,GaussianNB,closest,-0.06694717018294016
Decoded,decoded,GNN,KMeans,2,40,MagicTelescope,GaussianNB,closest,-0.0292560932463961
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MagicTelescope,GaussianNB,closest,0.004324815898670981
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,GaussianNB,closest,0.1902264899229066
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,GaussianNB,closest,-0.08416941334380527
Original,original,,KMeans,1,40,MagicTelescope,GaussianNB,closest,-0.06694717018294016
Decoded,decoded,MLP,Agglo,4,40,MagicTelescope,KNeighborsClassifier,centroid,0.2268138204849459
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MagicTelescope,KNeighborsClassifier,centroid,0.2095176398299548
Encoded,encoded,MLP,Agglo,1,40,MagicTelescope,KNeighborsClassifier,centroid,0.0793660282092702
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,KNeighborsClassifier,centroid,-0.0026710670088331
Original,original,,Agglo,2,40,MagicTelescope,KNeighborsClassifier,centroid,0.1252679547027962
Decoded,decoded,GNN,Agglo,4,40,MagicTelescope,KNeighborsClassifier,centroid,0.3070236801058751
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,MagicTelescope,KNeighborsClassifier,centroid,0.2260089137512545
Encoded,encoded,GNN,Agglo,2,40,MagicTelescope,KNeighborsClassifier,centroid,0.2238702807303382
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,KNeighborsClassifier,centroid,-0.0047966324592889
Original,original,,Agglo,1,40,MagicTelescope,KNeighborsClassifier,centroid,0.1252679547027962
Decoded,decoded,MLP,Agglo,4,40,MagicTelescope,KNeighborsClassifier,closest,0.2343432433709883
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MagicTelescope,KNeighborsClassifier,closest,0.1999744209259068
Encoded,encoded,MLP,Agglo,1,40,MagicTelescope,KNeighborsClassifier,closest,0.1561352243312601
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,KNeighborsClassifier,closest,0.0034206450931273
Original,original,,Agglo,2,40,MagicTelescope,KNeighborsClassifier,closest,0.191149640363779
Decoded,decoded,GNN,Agglo,2,40,MagicTelescope,KNeighborsClassifier,closest,0.2342075630649291
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,MagicTelescope,KNeighborsClassifier,closest,0.2655894725428102
Encoded,encoded,GNN,Agglo,3,40,MagicTelescope,KNeighborsClassifier,closest,0.2591315904345385
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,KNeighborsClassifier,closest,-0.0010226068968969
Original,original,,Agglo,1,40,MagicTelescope,KNeighborsClassifier,closest,0.191149640363779
Decoded,decoded,MLP,KIP,3,40,MagicTelescope,KNeighborsClassifier,centroid,0.32499220116273575
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,MagicTelescope,KNeighborsClassifier,centroid,0.30626581662584207
Encoded,encoded,MLP,KIP,1,40,MagicTelescope,KNeighborsClassifier,centroid,0.26798011505022673
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MagicTelescope,KNeighborsClassifier,centroid,0.04530159674589684
Original,original,,KIP,4,40,MagicTelescope,KNeighborsClassifier,centroid,0.42210738206517656
Decoded,decoded,GNN,KIP,2,40,MagicTelescope,KNeighborsClassifier,centroid,0.346663348801259
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,MagicTelescope,KNeighborsClassifier,centroid,0.31430215003239087
Encoded,encoded,GNN,KIP,3,40,MagicTelescope,KNeighborsClassifier,centroid,0.37657874323336177
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MagicTelescope,KNeighborsClassifier,centroid,0.045844484790182036
Original,original,,KIP,4,40,MagicTelescope,KNeighborsClassifier,centroid,0.42210738206517656
Decoded,decoded,MLP,KMeans,3,40,MagicTelescope,KNeighborsClassifier,centroid,0.20012806219051402
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MagicTelescope,KNeighborsClassifier,centroid,0.20653456372386833
Encoded,encoded,MLP,KMeans,1,40,MagicTelescope,KNeighborsClassifier,centroid,0.07526853857296568
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,KNeighborsClassifier,centroid,-0.00419680317180508
Original,original,,KMeans,2,40,MagicTelescope,KNeighborsClassifier,centroid,0.13021088834456124
Decoded,decoded,GNN,KMeans,4,40,MagicTelescope,KNeighborsClassifier,centroid,0.2916569957377477
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MagicTelescope,KNeighborsClassifier,centroid,0.2062817201371261
Encoded,encoded,GNN,KMeans,2,40,MagicTelescope,KNeighborsClassifier,centroid,0.19463078552780472
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,KNeighborsClassifier,centroid,-0.00576463359366524
Original,original,,KMeans,1,40,MagicTelescope,KNeighborsClassifier,centroid,0.13021088834456124
Decoded,decoded,MLP,KMeans,3,40,MagicTelescope,KNeighborsClassifier,closest,0.19952945625005208
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MagicTelescope,KNeighborsClassifier,closest,0.208739646730744
Encoded,encoded,MLP,KMeans,1,40,MagicTelescope,KNeighborsClassifier,closest,0.16224317358460136
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,KNeighborsClassifier,closest,0.0035383644406384203
Original,original,,KMeans,2,40,MagicTelescope,KNeighborsClassifier,closest,0.18546569206687258
Decoded,decoded,GNN,KMeans,2,40,MagicTelescope,KNeighborsClassifier,closest,0.21253986304074024
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MagicTelescope,KNeighborsClassifier,closest,0.23315136973161432
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,KNeighborsClassifier,closest,0.24692403293027754
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,KNeighborsClassifier,closest,-0.0037716344750312
Original,original,,KMeans,1,40,MagicTelescope,KNeighborsClassifier,closest,0.18546569206687258
Decoded,decoded,MLP,Agglo,3,40,MagicTelescope,LogisticRegression,centroid,0.1057673220201646
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MagicTelescope,LogisticRegression,centroid,0.1197716134088699
Encoded,encoded,MLP,Agglo,2,40,MagicTelescope,LogisticRegression,centroid,0.0387227011646004
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,LogisticRegression,centroid,0.0219901849987718
Original,original,,Agglo,1,40,MagicTelescope,LogisticRegression,centroid,0.0334531163211159
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,LogisticRegression,centroid,0.2107267926893108
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MagicTelescope,LogisticRegression,centroid,0.0874540387286592
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,LogisticRegression,centroid,0.2455440213989883
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,LogisticRegression,centroid,0.020463039920531
Original,original,,Agglo,1,40,MagicTelescope,LogisticRegression,centroid,0.0334531163211159
Decoded,decoded,MLP,Agglo,2,40,MagicTelescope,LogisticRegression,closest,0.052914128082489
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MagicTelescope,LogisticRegression,closest,0.070039330959339
Encoded,encoded,MLP,Agglo,1,40,MagicTelescope,LogisticRegression,closest,0.0395194489603416
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,LogisticRegression,closest,0.0198171379855063
Original,original,,Agglo,4,40,MagicTelescope,LogisticRegression,closest,0.0832038144233016
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,LogisticRegression,closest,0.1371865919966115
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MagicTelescope,LogisticRegression,closest,0.055238020956471
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,LogisticRegression,closest,0.2776690441815881
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,LogisticRegression,closest,0.0252619423476328
Original,original,,Agglo,2,40,MagicTelescope,LogisticRegression,closest,0.0832038144233016
Decoded,decoded,MLP,KIP,4,40,MagicTelescope,LogisticRegression,centroid,0.19547538247008606
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,MagicTelescope,LogisticRegression,centroid,0.11435139935940608
Encoded,encoded,MLP,KIP,1,40,MagicTelescope,LogisticRegression,centroid,0.08758543982671949
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MagicTelescope,LogisticRegression,centroid,0.0226855925412273
Original,original,,KIP,2,40,MagicTelescope,LogisticRegression,centroid,0.09865102636119427
Decoded,decoded,GNN,KIP,3,40,MagicTelescope,LogisticRegression,centroid,0.2431814556544313
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,MagicTelescope,LogisticRegression,centroid,0.12029602620005737
Encoded,encoded,GNN,KIP,4,40,MagicTelescope,LogisticRegression,centroid,0.30358750454636424
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MagicTelescope,LogisticRegression,centroid,0.0234920356364544
Original,original,,KIP,1,40,MagicTelescope,LogisticRegression,centroid,0.09865102636119427
Decoded,decoded,MLP,KMeans,4,40,MagicTelescope,LogisticRegression,centroid,0.10127671928397768
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MagicTelescope,LogisticRegression,centroid,0.06790224863243462
Encoded,encoded,MLP,KMeans,1,40,MagicTelescope,LogisticRegression,centroid,0.03430294452745018
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,LogisticRegression,centroid,0.01988830906664868
Original,original,,KMeans,2,40,MagicTelescope,LogisticRegression,centroid,0.037004899917698245
Decoded,decoded,GNN,KMeans,3,40,MagicTelescope,LogisticRegression,centroid,0.19107517892296053
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,MagicTelescope,LogisticRegression,centroid,0.0657543877323588
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,LogisticRegression,centroid,0.24743682550979532
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,LogisticRegression,centroid,0.01947309026296734
Original,original,,KMeans,1,40,MagicTelescope,LogisticRegression,centroid,0.037004899917698245
Decoded,decoded,MLP,KMeans,3,40,MagicTelescope,LogisticRegression,closest,0.056257056512492395
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,MagicTelescope,LogisticRegression,closest,0.04593622063685114
Encoded,encoded,MLP,KMeans,1,40,MagicTelescope,LogisticRegression,closest,0.04120247712193676
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,LogisticRegression,closest,0.02243801034038892
Original,original,,KMeans,4,40,MagicTelescope,LogisticRegression,closest,0.10539792569338316
Decoded,decoded,GNN,KMeans,2,40,MagicTelescope,LogisticRegression,closest,0.09750188963553527
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,MagicTelescope,LogisticRegression,closest,0.07253091459984817
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,LogisticRegression,closest,0.2608422832051143
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,LogisticRegression,closest,0.02243210649880254
Original,original,,KMeans,3,40,MagicTelescope,LogisticRegression,closest,0.10539792569338316
Decoded,decoded,MLP,Agglo,4,40,MagicTelescope,MLPClassifier,centroid,0.132938089714616
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MagicTelescope,MLPClassifier,centroid,0.1320836596594047
Encoded,encoded,MLP,Agglo,1,40,MagicTelescope,MLPClassifier,centroid,0.0515389186682982
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,MLPClassifier,centroid,0.0269123877244903
Original,original,,Agglo,2,40,MagicTelescope,MLPClassifier,centroid,0.064357528511138
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,MLPClassifier,centroid,0.2108183367274843
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MagicTelescope,MLPClassifier,centroid,0.1172566264208341
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,MLPClassifier,centroid,0.2358056929978297
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,MLPClassifier,centroid,0.0254928355796981
Original,original,,Agglo,1,40,MagicTelescope,MLPClassifier,centroid,0.064357528511138
Decoded,decoded,MLP,Agglo,2,40,MagicTelescope,MLPClassifier,closest,0.0958297552163144
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MagicTelescope,MLPClassifier,closest,0.1070425978991707
Encoded,encoded,MLP,Agglo,1,40,MagicTelescope,MLPClassifier,closest,0.0539149143114065
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,MLPClassifier,closest,0.0222926360867427
Original,original,,Agglo,3,40,MagicTelescope,MLPClassifier,closest,0.0968879422809018
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,MLPClassifier,closest,0.1405955749914854
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MagicTelescope,MLPClassifier,closest,0.1031984722812203
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,MLPClassifier,closest,0.2669648625760176
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,MLPClassifier,closest,0.0299201650350813
Original,original,,Agglo,1,40,MagicTelescope,MLPClassifier,closest,0.0968879422809018
Decoded,decoded,MLP,KIP,4,40,MagicTelescope,MLPClassifier,centroid,0.21994816205780002
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,MagicTelescope,MLPClassifier,centroid,0.1578570591953244
Encoded,encoded,MLP,KIP,1,40,MagicTelescope,MLPClassifier,centroid,0.08383292033181895
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MagicTelescope,MLPClassifier,centroid,0.026497371129763757
Original,original,,KIP,2,40,MagicTelescope,MLPClassifier,centroid,0.11522661287841449
Decoded,decoded,GNN,KIP,3,40,MagicTelescope,MLPClassifier,centroid,0.2557922315413691
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,MagicTelescope,MLPClassifier,centroid,0.15571207812178675
Encoded,encoded,GNN,KIP,4,40,MagicTelescope,MLPClassifier,centroid,0.28264292542169606
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MagicTelescope,MLPClassifier,centroid,0.026208656893167058
Original,original,,KIP,1,40,MagicTelescope,MLPClassifier,centroid,0.11522661287841449
Decoded,decoded,MLP,KMeans,4,40,MagicTelescope,MLPClassifier,centroid,0.1252301374698615
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MagicTelescope,MLPClassifier,centroid,0.07745778181753407
Encoded,encoded,MLP,KMeans,1,40,MagicTelescope,MLPClassifier,centroid,0.04284321721252852
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,MLPClassifier,centroid,0.025659943315069822
Original,original,,KMeans,2,40,MagicTelescope,MLPClassifier,centroid,0.06427451439711943
Decoded,decoded,GNN,KMeans,3,40,MagicTelescope,MLPClassifier,centroid,0.19981049248743857
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,MagicTelescope,MLPClassifier,centroid,0.11252703491180689
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,MLPClassifier,centroid,0.23976246520612926
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,MLPClassifier,centroid,0.025658863807735438
Original,original,,KMeans,1,40,MagicTelescope,MLPClassifier,centroid,0.06427451439711943
Decoded,decoded,MLP,KMeans,3,40,MagicTelescope,MLPClassifier,closest,0.08181289223224301
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,MagicTelescope,MLPClassifier,closest,0.07339025215672065
Encoded,encoded,MLP,KMeans,1,40,MagicTelescope,MLPClassifier,closest,0.04641876140566962
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,MLPClassifier,closest,0.02883477438566584
Original,original,,KMeans,4,40,MagicTelescope,MLPClassifier,closest,0.10422778252461143
Decoded,decoded,GNN,KMeans,2,40,MagicTelescope,MLPClassifier,closest,0.10861959618869133
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MagicTelescope,MLPClassifier,closest,0.13124439668224216
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,MLPClassifier,closest,0.23672721443387665
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,MLPClassifier,closest,0.02877604918667222
Original,original,,KMeans,1,40,MagicTelescope,MLPClassifier,closest,0.10422778252461143
Decoded,decoded,MLP,Agglo,3,40,MagicTelescope,XGBClassifier,centroid,0.3475675675675675
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,MagicTelescope,XGBClassifier,centroid,0.220240898924847
Encoded,encoded,MLP,Agglo,1,40,MagicTelescope,XGBClassifier,centroid,0.188709547034572
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,XGBClassifier,centroid,0.099676106814691
Original,original,,Agglo,4,40,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,40,MagicTelescope,XGBClassifier,centroid,0.2748309126674032
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MagicTelescope,XGBClassifier,centroid,0.267516639271375
Encoded,encoded,GNN,Agglo,1,40,MagicTelescope,XGBClassifier,centroid,0.2616534181240063
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,XGBClassifier,centroid,0.1040966290318234
Original,original,,Agglo,4,40,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,1,40,MagicTelescope,XGBClassifier,closest,0.0766252593570639
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,MagicTelescope,XGBClassifier,closest,0.1241154913637465
Encoded,encoded,MLP,Agglo,3,40,MagicTelescope,XGBClassifier,closest,0.1835205195225135
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MagicTelescope,XGBClassifier,closest,0.0674118185982592
Original,original,,Agglo,4,40,MagicTelescope,XGBClassifier,closest,0.1927032416264719
Decoded,decoded,GNN,Agglo,2,40,MagicTelescope,XGBClassifier,closest,0.1906615289267332
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,MagicTelescope,XGBClassifier,closest,0.0544808816792865
Encoded,encoded,GNN,Agglo,4,40,MagicTelescope,XGBClassifier,closest,0.3170890032604887
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,MagicTelescope,XGBClassifier,closest,0.0980544851930693
Original,original,,Agglo,3,40,MagicTelescope,XGBClassifier,closest,0.1927032416264719
Decoded,decoded,MLP,KIP,3,40,MagicTelescope,XGBClassifier,centroid,0.23645334267467866
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,MagicTelescope,XGBClassifier,centroid,0.14901614076688846
Encoded,encoded,MLP,KIP,4,40,MagicTelescope,XGBClassifier,centroid,0.24377208913799137
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MagicTelescope,XGBClassifier,centroid,0.06226590498773943
Original,original,,KIP,2,40,MagicTelescope,XGBClassifier,centroid,0.17626671337339325
Decoded,decoded,GNN,KIP,3,40,MagicTelescope,XGBClassifier,centroid,0.31394939505806896
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,MagicTelescope,XGBClassifier,centroid,0.2241445932472851
Encoded,encoded,GNN,KIP,4,40,MagicTelescope,XGBClassifier,centroid,0.36936072862493596
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MagicTelescope,XGBClassifier,centroid,0.04733362075934352
Original,original,,KIP,1,40,MagicTelescope,XGBClassifier,centroid,0.17626671337339325
Decoded,decoded,MLP,KMeans,2,40,MagicTelescope,XGBClassifier,centroid,0.1815635795316752
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,MagicTelescope,XGBClassifier,centroid,0.15510026676726577
Encoded,encoded,MLP,KMeans,3,40,MagicTelescope,XGBClassifier,centroid,0.18227124033305483
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,XGBClassifier,centroid,0.09051693567944812
Original,original,,KMeans,4,40,MagicTelescope,XGBClassifier,centroid,0.4223243243243243
Decoded,decoded,GNN,KMeans,3,40,MagicTelescope,XGBClassifier,centroid,0.2612677103823664
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,MagicTelescope,XGBClassifier,centroid,0.14681646951038768
Encoded,encoded,GNN,KMeans,2,40,MagicTelescope,XGBClassifier,centroid,0.2575452561235213
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,XGBClassifier,centroid,0.0773205249117512
Original,original,,KMeans,4,40,MagicTelescope,XGBClassifier,centroid,0.4223243243243243
Decoded,decoded,MLP,KMeans,1,40,MagicTelescope,XGBClassifier,closest,0.1278760475330764
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,MagicTelescope,XGBClassifier,closest,0.14180900541618385
Encoded,encoded,MLP,KMeans,3,40,MagicTelescope,XGBClassifier,closest,0.18141386650858235
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MagicTelescope,XGBClassifier,closest,0.10892323030907276
Original,original,,KMeans,4,40,MagicTelescope,XGBClassifier,closest,0.23210627576729265
Decoded,decoded,GNN,KMeans,2,40,MagicTelescope,XGBClassifier,closest,0.15789420926409956
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,MagicTelescope,XGBClassifier,closest,0.08989970628654571
Encoded,encoded,GNN,KMeans,4,40,MagicTelescope,XGBClassifier,closest,0.27628277330171647
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MagicTelescope,XGBClassifier,closest,0.07356444180970596
Original,original,,KMeans,3,40,MagicTelescope,XGBClassifier,closest,0.23210627576729265
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,GaussianNB,centroid,0.0149776226769291
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,MedicalAppointments,GaussianNB,centroid,-0.0007038341934599
Encoded,encoded,MLP,Agglo,1,40,MedicalAppointments,GaussianNB,centroid,-0.0976644741436854
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MedicalAppointments,GaussianNB,centroid,-0.1128095408980003
Original,original,,Agglo,4,40,MedicalAppointments,GaussianNB,centroid,0.02713180366587
Decoded,decoded,GNN,Agglo,3,40,MedicalAppointments,GaussianNB,centroid,0.0197069263044298
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,GaussianNB,centroid,-0.0361565393465126
Encoded,encoded,GNN,Agglo,1,40,MedicalAppointments,GaussianNB,centroid,-0.1359834735627185
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MedicalAppointments,GaussianNB,centroid,-0.1483695068297694
Original,original,,Agglo,4,40,MedicalAppointments,GaussianNB,centroid,0.02713180366587
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,GaussianNB,closest,0.0091084577193358
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MedicalAppointments,GaussianNB,closest,0.0204005862439603
Encoded,encoded,MLP,Agglo,0,40,MedicalAppointments,GaussianNB,closest,-0.0679822091961115
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,MedicalAppointments,GaussianNB,closest,-0.0481109428239692
Original,original,,Agglo,2,40,MedicalAppointments,GaussianNB,closest,-0.0102081393686547
Decoded,decoded,GNN,Agglo,3,40,MedicalAppointments,GaussianNB,closest,0.0119057739925722
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,MedicalAppointments,GaussianNB,closest,0.0362847521905255
Encoded,encoded,GNN,Agglo,0,40,MedicalAppointments,GaussianNB,closest,-0.1103753937565604
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,MedicalAppointments,GaussianNB,closest,-0.0996955311400285
Original,original,,Agglo,2,40,MedicalAppointments,GaussianNB,closest,-0.0102081393686547
Decoded,decoded,MLP,KIP,2,40,MedicalAppointments,GaussianNB,centroid,0.028865806936461503
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,MedicalAppointments,GaussianNB,centroid,0.0394739151960415
Encoded,encoded,MLP,KIP,1,40,MedicalAppointments,GaussianNB,centroid,0.00805519825913344
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MedicalAppointments,GaussianNB,centroid,-0.005938022238849659
Original,original,,KIP,3,40,MedicalAppointments,GaussianNB,centroid,0.03251769156180146
Decoded,decoded,GNN,KIP,2,40,MedicalAppointments,GaussianNB,centroid,0.02867037503851998
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,MedicalAppointments,GaussianNB,centroid,0.029156238774909443
Encoded,encoded,GNN,KIP,1,40,MedicalAppointments,GaussianNB,centroid,-0.02629820462356024
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MedicalAppointments,GaussianNB,centroid,-0.05891996673191402
Original,original,,KIP,4,40,MedicalAppointments,GaussianNB,centroid,0.03251769156180146
Decoded,decoded,MLP,KMeans,4,40,MedicalAppointments,GaussianNB,centroid,0.03854828226691346
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,MedicalAppointments,GaussianNB,centroid,-0.02520209258536582
Encoded,encoded,MLP,KMeans,1,40,MedicalAppointments,GaussianNB,centroid,-0.08942896741151969
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,GaussianNB,centroid,-0.13118519194247352
Original,original,,KMeans,3,40,MedicalAppointments,GaussianNB,centroid,0.03804639839170919
Decoded,decoded,GNN,KMeans,2,40,MedicalAppointments,GaussianNB,centroid,-0.02683438780565648
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,GaussianNB,centroid,-0.0029248048483251
Encoded,encoded,GNN,KMeans,1,40,MedicalAppointments,GaussianNB,centroid,-0.11662935244667519
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,GaussianNB,centroid,-0.15381081854287082
Original,original,,KMeans,4,40,MedicalAppointments,GaussianNB,centroid,0.03804639839170919
Decoded,decoded,MLP,KMeans,2,40,MedicalAppointments,GaussianNB,closest,-0.0067173011118734
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MedicalAppointments,GaussianNB,closest,0.0070342032550369995
Encoded,encoded,MLP,KMeans,1,40,MedicalAppointments,GaussianNB,closest,-0.062464314666566254
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,GaussianNB,closest,-0.09856786167015366
Original,original,,KMeans,3,40,MedicalAppointments,GaussianNB,closest,-0.0019941537702249197
Decoded,decoded,GNN,KMeans,3,40,MedicalAppointments,GaussianNB,closest,0.0036699741039371804
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MedicalAppointments,GaussianNB,closest,0.015354277006306937
Encoded,encoded,GNN,KMeans,1,40,MedicalAppointments,GaussianNB,closest,-0.09278648845282525
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,GaussianNB,closest,-0.12467027226131058
Original,original,,KMeans,2,40,MedicalAppointments,GaussianNB,closest,-0.0019941537702249197
Decoded,decoded,MLP,Agglo,1,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.0217828870760991
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MedicalAppointments,KNeighborsClassifier,centroid,0.0282044737709035
Encoded,encoded,MLP,Agglo,3,40,MedicalAppointments,KNeighborsClassifier,centroid,0.00487683756976
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.0655579003675954
Original,original,,Agglo,2,40,MedicalAppointments,KNeighborsClassifier,centroid,0.0014398849266278
Decoded,decoded,GNN,Agglo,0,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.0608543415082831
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.0389097548167403
Encoded,encoded,GNN,Agglo,3,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.0103543203071232
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.034379556210798
Original,original,,Agglo,4,40,MedicalAppointments,KNeighborsClassifier,centroid,0.0014398849266278
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,KNeighborsClassifier,closest,0.0022563742102568
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0179048687648204
Encoded,encoded,MLP,Agglo,4,40,MedicalAppointments,KNeighborsClassifier,closest,0.0456737402433893
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0380354516010136
Original,original,,Agglo,1,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0371311405897835
Decoded,decoded,GNN,Agglo,1,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0335187075772944
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0252376160763501
Encoded,encoded,GNN,Agglo,4,40,MedicalAppointments,KNeighborsClassifier,closest,-0.004657487108064
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0121003989079771
Original,original,,Agglo,0,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0371311405897835
Decoded,decoded,MLP,KIP,2,40,MedicalAppointments,KNeighborsClassifier,centroid,0.04105570360126168
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,MedicalAppointments,KNeighborsClassifier,centroid,0.037710388894506314
Encoded,encoded,MLP,KIP,3,40,MedicalAppointments,KNeighborsClassifier,centroid,0.0522780483190742
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MedicalAppointments,KNeighborsClassifier,centroid,0.02625316794254164
Original,original,,KIP,4,40,MedicalAppointments,KNeighborsClassifier,centroid,0.060833009879740496
Decoded,decoded,GNN,KIP,3,40,MedicalAppointments,KNeighborsClassifier,centroid,0.06012109124000696
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,MedicalAppointments,KNeighborsClassifier,centroid,0.04440993910374554
Encoded,encoded,GNN,KIP,2,40,MedicalAppointments,KNeighborsClassifier,centroid,0.05775096465277392
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MedicalAppointments,KNeighborsClassifier,centroid,0.04211325007257324
Original,original,,KIP,4,40,MedicalAppointments,KNeighborsClassifier,centroid,0.060833009879740496
Decoded,decoded,MLP,KMeans,2,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.02198408608323234
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.01261053143153478
Encoded,encoded,MLP,KMeans,4,40,MedicalAppointments,KNeighborsClassifier,centroid,0.008255095617231
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.0852638076630775
Original,original,,KMeans,1,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.06245090300632424
Decoded,decoded,GNN,KMeans,1,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.06577025444653548
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.06985997449337372
Encoded,encoded,GNN,KMeans,4,40,MedicalAppointments,KNeighborsClassifier,centroid,0.00010481527266336024
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.04572017078349686
Original,original,,KMeans,2,40,MedicalAppointments,KNeighborsClassifier,centroid,-0.06245090300632424
Decoded,decoded,MLP,KMeans,3,40,MedicalAppointments,KNeighborsClassifier,closest,-0.035153838877708336
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,KNeighborsClassifier,closest,-0.05831375759572308
Encoded,encoded,MLP,KMeans,4,40,MedicalAppointments,KNeighborsClassifier,closest,0.019937211949626082
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,MedicalAppointments,KNeighborsClassifier,closest,-0.05010608734225508
Original,original,,KMeans,2,40,MedicalAppointments,KNeighborsClassifier,closest,-0.03815761920759838
Decoded,decoded,GNN,KMeans,1,40,MedicalAppointments,KNeighborsClassifier,closest,-0.03944112111733364
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0550714316001656
Encoded,encoded,GNN,KMeans,4,40,MedicalAppointments,KNeighborsClassifier,closest,0.005298463405167213
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,KNeighborsClassifier,closest,-0.0203556902282222
Original,original,,KMeans,2,40,MedicalAppointments,KNeighborsClassifier,closest,-0.03815761920759838
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,LogisticRegression,centroid,0.1793176185454194
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MedicalAppointments,LogisticRegression,centroid,0.2095424330755882
Encoded,encoded,MLP,Agglo,1,40,MedicalAppointments,LogisticRegression,centroid,0.1101043659794967
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,MedicalAppointments,LogisticRegression,centroid,0.1304542139638954
Original,original,,Agglo,0,40,MedicalAppointments,LogisticRegression,centroid,0.0835431972028091
Decoded,decoded,GNN,Agglo,4,40,MedicalAppointments,LogisticRegression,centroid,0.1131835224217489
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MedicalAppointments,LogisticRegression,centroid,0.0770607367552275
Encoded,encoded,GNN,Agglo,0,40,MedicalAppointments,LogisticRegression,centroid,0.0708882603821351
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,MedicalAppointments,LogisticRegression,centroid,0.0939657718964553
Original,original,,Agglo,2,40,MedicalAppointments,LogisticRegression,centroid,0.0835431972028091
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,LogisticRegression,closest,0.1498807707714395
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MedicalAppointments,LogisticRegression,closest,0.1399984420162553
Encoded,encoded,MLP,Agglo,0,40,MedicalAppointments,LogisticRegression,closest,0.1195028222854499
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,MedicalAppointments,LogisticRegression,closest,0.1526758160465733
Original,original,,Agglo,2,40,MedicalAppointments,LogisticRegression,closest,0.1474093121291417
Decoded,decoded,GNN,Agglo,3,40,MedicalAppointments,LogisticRegression,closest,0.1440542481245472
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,MedicalAppointments,LogisticRegression,closest,0.1135308083572716
Encoded,encoded,GNN,Agglo,1,40,MedicalAppointments,LogisticRegression,closest,0.1217809002271275
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,LogisticRegression,closest,0.1295197742984989
Original,original,,Agglo,4,40,MedicalAppointments,LogisticRegression,closest,0.1474093121291417
Decoded,decoded,MLP,KIP,2,40,MedicalAppointments,LogisticRegression,centroid,0.16972799721329843
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,MedicalAppointments,LogisticRegression,centroid,0.1806126802628209
Encoded,encoded,MLP,KIP,3,40,MedicalAppointments,LogisticRegression,centroid,0.17147840807717096
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MedicalAppointments,LogisticRegression,centroid,0.15588387425823108
Original,original,,KIP,1,40,MedicalAppointments,LogisticRegression,centroid,0.1590846123302423
Decoded,decoded,GNN,KIP,3,40,MedicalAppointments,LogisticRegression,centroid,0.17232050460162623
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,MedicalAppointments,LogisticRegression,centroid,0.17478519001126275
Encoded,encoded,GNN,KIP,1,40,MedicalAppointments,LogisticRegression,centroid,0.14290298087445227
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MedicalAppointments,LogisticRegression,centroid,0.13915246104988044
Original,original,,KIP,2,40,MedicalAppointments,LogisticRegression,centroid,0.1590846123302423
Decoded,decoded,MLP,KMeans,4,40,MedicalAppointments,LogisticRegression,centroid,0.1451430698155513
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MedicalAppointments,LogisticRegression,centroid,0.11360839903287201
Encoded,encoded,MLP,KMeans,2,40,MedicalAppointments,LogisticRegression,centroid,0.1071534662368725
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,MedicalAppointments,LogisticRegression,centroid,0.07555365742994516
Original,original,,KMeans,0,40,MedicalAppointments,LogisticRegression,centroid,0.0524539190548212
Decoded,decoded,GNN,KMeans,4,40,MedicalAppointments,LogisticRegression,centroid,0.0933561108406569
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,LogisticRegression,centroid,0.09331597628190605
Encoded,encoded,GNN,KMeans,1,40,MedicalAppointments,LogisticRegression,centroid,0.06893173570116938
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,MedicalAppointments,LogisticRegression,centroid,0.08163425342954495
Original,original,,KMeans,0,40,MedicalAppointments,LogisticRegression,centroid,0.0524539190548212
Decoded,decoded,MLP,KMeans,4,40,MedicalAppointments,LogisticRegression,closest,0.12902182250021602
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,MedicalAppointments,LogisticRegression,closest,0.11245494415483684
Encoded,encoded,MLP,KMeans,3,40,MedicalAppointments,LogisticRegression,closest,0.12758230722247452
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,LogisticRegression,closest,0.0962712933501789
Original,original,,KMeans,2,40,MedicalAppointments,LogisticRegression,closest,0.12526387034994954
Decoded,decoded,GNN,KMeans,4,40,MedicalAppointments,LogisticRegression,closest,0.15005635596016062
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,LogisticRegression,closest,0.12225676539716698
Encoded,encoded,GNN,KMeans,2,40,MedicalAppointments,LogisticRegression,closest,0.12626281699307307
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,LogisticRegression,closest,0.13246171318052138
Original,original,,KMeans,1,40,MedicalAppointments,LogisticRegression,closest,0.12526387034994954
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,MLPClassifier,centroid,0.0820571917295134
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MedicalAppointments,MLPClassifier,centroid,0.0823694443833654
Encoded,encoded,MLP,Agglo,2,40,MedicalAppointments,MLPClassifier,centroid,0.0223054948507079
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MedicalAppointments,MLPClassifier,centroid,-0.0038704512444906
Original,original,,Agglo,1,40,MedicalAppointments,MLPClassifier,centroid,0.0104974266740214
Decoded,decoded,GNN,Agglo,3,40,MedicalAppointments,MLPClassifier,centroid,-0.0037629518452342
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MedicalAppointments,MLPClassifier,centroid,-0.0164935130338685
Encoded,encoded,GNN,Agglo,0,40,MedicalAppointments,MLPClassifier,centroid,-0.0494643038550907
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,MLPClassifier,centroid,-0.0102962987657349
Original,original,,Agglo,4,40,MedicalAppointments,MLPClassifier,centroid,0.0104974266740214
Decoded,decoded,MLP,Agglo,4,40,MedicalAppointments,MLPClassifier,closest,0.0590701317726692
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MedicalAppointments,MLPClassifier,closest,0.0466245543286912
Encoded,encoded,MLP,Agglo,1,40,MedicalAppointments,MLPClassifier,closest,0.018656583790462
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MedicalAppointments,MLPClassifier,closest,0.013718625681654
Original,original,,Agglo,2,40,MedicalAppointments,MLPClassifier,closest,0.0392146617201182
Decoded,decoded,GNN,Agglo,3,40,MedicalAppointments,MLPClassifier,closest,0.0318351904957922
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MedicalAppointments,MLPClassifier,closest,0.0264020573682683
Encoded,encoded,GNN,Agglo,0,40,MedicalAppointments,MLPClassifier,closest,0.0201916027049183
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,MLPClassifier,closest,0.0289636797832486
Original,original,,Agglo,4,40,MedicalAppointments,MLPClassifier,closest,0.0392146617201182
Decoded,decoded,MLP,KIP,3,40,MedicalAppointments,MLPClassifier,centroid,0.07615676722510406
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,MedicalAppointments,MLPClassifier,centroid,0.08450783126030519
Encoded,encoded,MLP,KIP,2,40,MedicalAppointments,MLPClassifier,centroid,0.06600732650964361
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MedicalAppointments,MLPClassifier,centroid,0.03923951898589921
Original,original,,KIP,1,40,MedicalAppointments,MLPClassifier,centroid,0.041587119869632705
Decoded,decoded,GNN,KIP,3,40,MedicalAppointments,MLPClassifier,centroid,0.07930602675206093
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,MedicalAppointments,MLPClassifier,centroid,0.08469459964473194
Encoded,encoded,GNN,KIP,0,40,MedicalAppointments,MLPClassifier,centroid,0.037243292971407216
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,MedicalAppointments,MLPClassifier,centroid,0.0424071732047818
Original,original,,KIP,1,40,MedicalAppointments,MLPClassifier,centroid,0.041587119869632705
Decoded,decoded,MLP,KMeans,4,40,MedicalAppointments,MLPClassifier,centroid,0.04630683213062484
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MedicalAppointments,MLPClassifier,centroid,0.014645374534921398
Encoded,encoded,MLP,KMeans,2,40,MedicalAppointments,MLPClassifier,centroid,0.011416814498043739
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,MLPClassifier,centroid,-0.0649756948114121
Original,original,,KMeans,1,40,MedicalAppointments,MLPClassifier,centroid,-0.0042396375977729
Decoded,decoded,GNN,KMeans,2,40,MedicalAppointments,MLPClassifier,centroid,-0.005882218960986638
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,MLPClassifier,centroid,-0.00506659485328482
Encoded,encoded,GNN,KMeans,0,40,MedicalAppointments,MLPClassifier,centroid,-0.0386313434989618
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,MedicalAppointments,MLPClassifier,centroid,-0.029193763174882658
Original,original,,KMeans,4,40,MedicalAppointments,MLPClassifier,centroid,-0.0042396375977729
Decoded,decoded,MLP,KMeans,3,40,MedicalAppointments,MLPClassifier,closest,0.022256678774535278
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,MedicalAppointments,MLPClassifier,closest,0.0174062491355323
Encoded,encoded,MLP,KMeans,4,40,MedicalAppointments,MLPClassifier,closest,0.027660084062323557
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,MLPClassifier,closest,-0.03148854433912794
Original,original,,KMeans,2,40,MedicalAppointments,MLPClassifier,closest,0.02157454622288968
Decoded,decoded,GNN,KMeans,4,40,MedicalAppointments,MLPClassifier,closest,0.05521205399275554
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,MLPClassifier,closest,0.019682399172223242
Encoded,encoded,GNN,KMeans,3,40,MedicalAppointments,MLPClassifier,closest,0.027309386975218404
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,MedicalAppointments,MLPClassifier,closest,0.02716736797414792
Original,original,,KMeans,1,40,MedicalAppointments,MLPClassifier,closest,0.02157454622288968
Decoded,decoded,MLP,Agglo,3,40,MedicalAppointments,XGBClassifier,centroid,0.2286379074307106
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,MedicalAppointments,XGBClassifier,centroid,0.198710669968058
Encoded,encoded,MLP,Agglo,1,40,MedicalAppointments,XGBClassifier,centroid,0.1869167473262639
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MedicalAppointments,XGBClassifier,centroid,0.1597034759033276
Original,original,,Agglo,4,40,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,1,40,MedicalAppointments,XGBClassifier,centroid,0.1598322120784855
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,MedicalAppointments,XGBClassifier,centroid,0.1432655420338241
Encoded,encoded,GNN,Agglo,3,40,MedicalAppointments,XGBClassifier,centroid,0.1786695196092591
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,XGBClassifier,centroid,0.1695482690171126
Original,original,,Agglo,4,40,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,0,40,MedicalAppointments,XGBClassifier,closest,0.1673812987299006
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MedicalAppointments,XGBClassifier,closest,0.1674606949040423
Encoded,encoded,MLP,Agglo,3,40,MedicalAppointments,XGBClassifier,closest,0.1865617919011645
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,MedicalAppointments,XGBClassifier,closest,0.1806459789761059
Original,original,,Agglo,4,40,MedicalAppointments,XGBClassifier,closest,0.225357462322725
Decoded,decoded,GNN,Agglo,3,40,MedicalAppointments,XGBClassifier,closest,0.2075650057838183
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,MedicalAppointments,XGBClassifier,closest,0.1552445894233657
Encoded,encoded,GNN,Agglo,1,40,MedicalAppointments,XGBClassifier,closest,0.1806116005656945
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MedicalAppointments,XGBClassifier,closest,0.1927382689825347
Original,original,,Agglo,4,40,MedicalAppointments,XGBClassifier,closest,0.225357462322725
Decoded,decoded,MLP,KIP,1,40,MedicalAppointments,XGBClassifier,centroid,0.22657991071986663
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,MedicalAppointments,XGBClassifier,centroid,0.23377043786524573
Encoded,encoded,MLP,KIP,3,40,MedicalAppointments,XGBClassifier,centroid,0.23384438137081154
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MedicalAppointments,XGBClassifier,centroid,0.21154526765554138
Original,original,,KIP,4,40,MedicalAppointments,XGBClassifier,centroid,0.23606978830612713
Decoded,decoded,GNN,KIP,2,40,MedicalAppointments,XGBClassifier,centroid,0.22598510437338595
Decoded-FT,decoded,GNN-MultiHead,KIP,0,40,MedicalAppointments,XGBClassifier,centroid,0.21394371037339605
Encoded,encoded,GNN,KIP,3,40,MedicalAppointments,XGBClassifier,centroid,0.22716411761060332
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,MedicalAppointments,XGBClassifier,centroid,0.21879949792891687
Original,original,,KIP,4,40,MedicalAppointments,XGBClassifier,centroid,0.23606978830612713
Decoded,decoded,MLP,KMeans,2,40,MedicalAppointments,XGBClassifier,centroid,0.19817379490039838
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,MedicalAppointments,XGBClassifier,centroid,0.18069227346223438
Encoded,encoded,MLP,KMeans,3,40,MedicalAppointments,XGBClassifier,centroid,0.1990219641469752
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,XGBClassifier,centroid,0.15546354731466713
Original,original,,KMeans,4,40,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,1,40,MedicalAppointments,XGBClassifier,centroid,0.1563407885941877
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,XGBClassifier,centroid,0.1420300870272503
Encoded,encoded,GNN,KMeans,2,40,MedicalAppointments,XGBClassifier,centroid,0.17127687134920558
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,XGBClassifier,centroid,0.1730296516117157
Original,original,,KMeans,4,40,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,2,40,MedicalAppointments,XGBClassifier,closest,0.18305033983424415
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,MedicalAppointments,XGBClassifier,closest,0.16106710851901
Encoded,encoded,MLP,KMeans,4,40,MedicalAppointments,XGBClassifier,closest,0.20245887424470563
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,MedicalAppointments,XGBClassifier,closest,0.17625748511753953
Original,original,,KMeans,3,40,MedicalAppointments,XGBClassifier,closest,0.19474248376235198
Decoded,decoded,GNN,KMeans,1,40,MedicalAppointments,XGBClassifier,closest,0.1771107080569429
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,MedicalAppointments,XGBClassifier,closest,0.16138213977078036
Encoded,encoded,GNN,KMeans,2,40,MedicalAppointments,XGBClassifier,closest,0.1885592506916245
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,MedicalAppointments,XGBClassifier,closest,0.19007716722962145
Original,original,,KMeans,4,40,MedicalAppointments,XGBClassifier,closest,0.19474248376235198
Decoded,decoded,MLP,Agglo,4,40,MiniBooNE,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MiniBooNE,GaussianNB,centroid,-0.055464629932715
Encoded,encoded,MLP,Agglo,1,40,MiniBooNE,GaussianNB,centroid,-0.4193489725404618
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,GaussianNB,centroid,-0.4362611383887978
Original,original,,Agglo,2,40,MiniBooNE,GaussianNB,centroid,-0.2615020912893254
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,GaussianNB,centroid,-0.034006182942353
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,MiniBooNE,GaussianNB,centroid,-0.0425531914893616
Encoded,encoded,GNN,Agglo,1,40,MiniBooNE,GaussianNB,centroid,-0.4044371703946172
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,GaussianNB,centroid,-0.4342607746863065
Original,original,,Agglo,2,40,MiniBooNE,GaussianNB,centroid,-0.2615020912893254
Decoded,decoded,MLP,Agglo,4,40,MiniBooNE,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MiniBooNE,GaussianNB,closest,-0.0432805964720856
Encoded,encoded,MLP,Agglo,1,40,MiniBooNE,GaussianNB,closest,-0.4033460629205309
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,GaussianNB,closest,-0.4369885433715219
Original,original,,Agglo,2,40,MiniBooNE,GaussianNB,closest,-0.260410983815239
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,GaussianNB,closest,-0.034006182942353
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,MiniBooNE,GaussianNB,closest,-0.0423713402436807
Encoded,encoded,GNN,Agglo,1,40,MiniBooNE,GaussianNB,closest,-0.4238952536824877
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,GaussianNB,closest,-0.4349881796690306
Original,original,,Agglo,2,40,MiniBooNE,GaussianNB,closest,-0.260410983815239
Decoded,decoded,MLP,KIP,3,40,MiniBooNE,GaussianNB,centroid,-0.21651209310783764
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,MiniBooNE,GaussianNB,centroid,-0.28245135479178013
Encoded,encoded,MLP,KIP,1,40,MiniBooNE,GaussianNB,centroid,-0.29401709401709375
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MiniBooNE,GaussianNB,centroid,-0.4168394253500636
Original,original,,KIP,4,40,MiniBooNE,GaussianNB,centroid,-0.027095835606473818
Decoded,decoded,GNN,KIP,3,40,MiniBooNE,GaussianNB,centroid,-0.23302418621567544
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,MiniBooNE,GaussianNB,centroid,-0.23455173667939616
Encoded,encoded,GNN,KIP,1,40,MiniBooNE,GaussianNB,centroid,-0.31900345517366785
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MiniBooNE,GaussianNB,centroid,-0.41880341880341865
Original,original,,KIP,4,40,MiniBooNE,GaussianNB,centroid,-0.027095835606473818
Decoded,decoded,MLP,KMeans,4,40,MiniBooNE,GaussianNB,centroid,-0.040625568285142556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MiniBooNE,GaussianNB,centroid,-0.04306237497726846
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,GaussianNB,centroid,-0.4144026186579377
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,GaussianNB,centroid,-0.4380432805964721
Original,original,,KMeans,2,40,MiniBooNE,GaussianNB,centroid,-0.2679396253864338
Decoded,decoded,GNN,KMeans,3,40,MiniBooNE,GaussianNB,centroid,-0.06728496090198202
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MiniBooNE,GaussianNB,centroid,-0.038843426077468476
Encoded,encoded,GNN,KMeans,1,40,MiniBooNE,GaussianNB,centroid,-0.4138570649208946
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,GaussianNB,centroid,-0.43567921440261853
Original,original,,KMeans,2,40,MiniBooNE,GaussianNB,centroid,-0.2679396253864338
Decoded,decoded,MLP,KMeans,4,40,MiniBooNE,GaussianNB,closest,-0.040625568285142556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MiniBooNE,GaussianNB,closest,-0.04306237497726846
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,GaussianNB,closest,-0.39789052555009996
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,GaussianNB,closest,-0.43778868885251854
Original,original,,KMeans,2,40,MiniBooNE,GaussianNB,closest,-0.25699218039643557
Decoded,decoded,GNN,KMeans,4,40,MiniBooNE,GaussianNB,closest,-0.03727950536461154
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MiniBooNE,GaussianNB,closest,-0.03778868885251854
Encoded,encoded,GNN,KMeans,1,40,MiniBooNE,GaussianNB,closest,-0.3978541553009637
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,GaussianNB,closest,-0.4347335879250772
Original,original,,KMeans,2,40,MiniBooNE,GaussianNB,closest,-0.25699218039643557
Decoded,decoded,MLP,Agglo,3,40,MiniBooNE,KNeighborsClassifier,centroid,0.2609904252033357
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,MiniBooNE,KNeighborsClassifier,centroid,0.2365901369298877
Encoded,encoded,MLP,Agglo,0,40,MiniBooNE,KNeighborsClassifier,centroid,0.2260887470400494
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,MiniBooNE,KNeighborsClassifier,centroid,0.228250797899722
Original,original,,Agglo,4,40,MiniBooNE,KNeighborsClassifier,centroid,0.2631524760630083
Decoded,decoded,GNN,Agglo,2,40,MiniBooNE,KNeighborsClassifier,centroid,0.2570781426953566
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MiniBooNE,KNeighborsClassifier,centroid,0.2497683516936065
Encoded,encoded,GNN,Agglo,4,40,MiniBooNE,KNeighborsClassifier,centroid,0.2809636569545969
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,KNeighborsClassifier,centroid,0.196746628230207
Original,original,,Agglo,3,40,MiniBooNE,KNeighborsClassifier,centroid,0.2631524760630083
Decoded,decoded,MLP,Agglo,2,40,MiniBooNE,KNeighborsClassifier,closest,0.2361783177185216
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MiniBooNE,KNeighborsClassifier,closest,0.2337074024503243
Encoded,encoded,MLP,Agglo,3,40,MiniBooNE,KNeighborsClassifier,closest,0.2363842273242047
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,KNeighborsClassifier,closest,0.1869659219602595
Original,original,,Agglo,4,40,MiniBooNE,KNeighborsClassifier,closest,0.2445176567486873
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,KNeighborsClassifier,closest,0.2616081540203851
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MiniBooNE,KNeighborsClassifier,closest,0.2348399052815814
Encoded,encoded,GNN,Agglo,3,40,MiniBooNE,KNeighborsClassifier,closest,0.2558426850612582
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,KNeighborsClassifier,closest,0.2031298260063832
Original,original,,Agglo,2,40,MiniBooNE,KNeighborsClassifier,closest,0.2445176567486873
Decoded,decoded,MLP,KIP,2,40,MiniBooNE,KNeighborsClassifier,centroid,0.30056625141562854
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,MiniBooNE,KNeighborsClassifier,centroid,0.3028312570781427
Encoded,encoded,MLP,KIP,1,40,MiniBooNE,KNeighborsClassifier,centroid,0.29873365592504886
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MiniBooNE,KNeighborsClassifier,centroid,0.2376196849583033
Original,original,,KIP,4,40,MiniBooNE,KNeighborsClassifier,centroid,0.37296406877380833
Decoded,decoded,GNN,KIP,3,40,MiniBooNE,KNeighborsClassifier,centroid,0.33169978379491405
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,MiniBooNE,KNeighborsClassifier,centroid,0.30155461752290746
Encoded,encoded,GNN,KIP,2,40,MiniBooNE,KNeighborsClassifier,centroid,0.3088026356429527
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MiniBooNE,KNeighborsClassifier,centroid,0.261875836507773
Original,original,,KIP,4,40,MiniBooNE,KNeighborsClassifier,centroid,0.37296406877380833
Decoded,decoded,MLP,KMeans,2,40,MiniBooNE,KNeighborsClassifier,centroid,0.2600638319777618
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MiniBooNE,KNeighborsClassifier,centroid,0.2631112941418717
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,KNeighborsClassifier,centroid,0.2219911458869556
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,KNeighborsClassifier,centroid,0.19929990734067743
Original,original,,KMeans,4,40,MiniBooNE,KNeighborsClassifier,centroid,0.29066199938227116
Decoded,decoded,GNN,KMeans,2,40,MiniBooNE,KNeighborsClassifier,centroid,0.26274065685164216
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MiniBooNE,KNeighborsClassifier,centroid,0.26288479357562033
Encoded,encoded,GNN,KMeans,1,40,MiniBooNE,KNeighborsClassifier,centroid,0.2475239369916607
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,KNeighborsClassifier,centroid,0.2097807062699475
Original,original,,KMeans,4,40,MiniBooNE,KNeighborsClassifier,centroid,0.29066199938227116
Decoded,decoded,MLP,KMeans,2,40,MiniBooNE,KNeighborsClassifier,closest,0.25454545454545446
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MiniBooNE,KNeighborsClassifier,closest,0.2644908884999485
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,KNeighborsClassifier,closest,0.2284155255842685
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,KNeighborsClassifier,closest,0.1954288067538351
Original,original,,KMeans,4,40,MiniBooNE,KNeighborsClassifier,closest,0.26932976423350147
Decoded,decoded,GNN,KMeans,1,40,MiniBooNE,KNeighborsClassifier,closest,0.2467414804900648
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MiniBooNE,KNeighborsClassifier,closest,0.2827138886029033
Encoded,encoded,GNN,KMeans,2,40,MiniBooNE,KNeighborsClassifier,closest,0.24849171213837126
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,KNeighborsClassifier,closest,0.20129723051580348
Original,original,,KMeans,3,40,MiniBooNE,KNeighborsClassifier,closest,0.26932976423350147
Decoded,decoded,MLP,Agglo,4,40,MiniBooNE,LogisticRegression,centroid,0.1900688504068432
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,MiniBooNE,LogisticRegression,centroid,0.1816190277488003
Encoded,encoded,MLP,Agglo,2,40,MiniBooNE,LogisticRegression,centroid,0.180158564573336
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,LogisticRegression,centroid,0.1684748591696223
Original,original,,Agglo,1,40,MiniBooNE,LogisticRegression,centroid,0.1800542457750887
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,LogisticRegression,centroid,0.1993532234508658
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,MiniBooNE,LogisticRegression,centroid,0.1936156895472564
Encoded,encoded,GNN,Agglo,2,40,MiniBooNE,LogisticRegression,centroid,0.1832881285207593
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,LogisticRegression,centroid,0.1779678698101397
Original,original,,Agglo,1,40,MiniBooNE,LogisticRegression,centroid,0.1800542457750887
Decoded,decoded,MLP,Agglo,2,40,MiniBooNE,LogisticRegression,closest,0.1858960984769455
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MiniBooNE,LogisticRegression,closest,0.1812017525558105
Encoded,encoded,MLP,Agglo,3,40,MiniBooNE,LogisticRegression,closest,0.1900688504068432
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,LogisticRegression,closest,0.1679532651783851
Original,original,,Agglo,4,40,MiniBooNE,LogisticRegression,closest,0.1920509075735447
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,LogisticRegression,closest,0.2100980596703526
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MiniBooNE,LogisticRegression,closest,0.1927811391612768
Encoded,encoded,GNN,Agglo,3,40,MiniBooNE,LogisticRegression,closest,0.1940329647402461
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,LogisticRegression,closest,0.1788024201961193
Original,original,,Agglo,1,40,MiniBooNE,LogisticRegression,closest,0.1920509075735447
Decoded,decoded,MLP,KIP,3,40,MiniBooNE,LogisticRegression,centroid,0.2209263509284372
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,MiniBooNE,LogisticRegression,centroid,0.2133110786563738
Encoded,encoded,MLP,KIP,2,40,MiniBooNE,LogisticRegression,centroid,0.2172751929897767
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MiniBooNE,LogisticRegression,centroid,0.17529730857500514
Original,original,,KIP,4,40,MiniBooNE,LogisticRegression,centroid,0.22562069684957226
Decoded,decoded,GNN,KIP,2,40,MiniBooNE,LogisticRegression,centroid,0.2166701439599415
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,MiniBooNE,LogisticRegression,centroid,0.20838723137909448
Encoded,encoded,GNN,KIP,4,40,MiniBooNE,LogisticRegression,centroid,0.23984978093052362
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MiniBooNE,LogisticRegression,centroid,0.18247444189442927
Original,original,,KIP,3,40,MiniBooNE,LogisticRegression,centroid,0.22562069684957226
Decoded,decoded,MLP,KMeans,3,40,MiniBooNE,LogisticRegression,centroid,0.18871270602962642
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MiniBooNE,LogisticRegression,centroid,0.19526392655956598
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,LogisticRegression,centroid,0.18295430836636756
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,LogisticRegression,centroid,0.17414980179428324
Original,original,,KMeans,2,40,MiniBooNE,LogisticRegression,centroid,0.18714792405591485
Decoded,decoded,GNN,KMeans,1,40,MiniBooNE,LogisticRegression,centroid,0.17988733569789267
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MiniBooNE,LogisticRegression,centroid,0.19286459419987473
Encoded,encoded,GNN,KMeans,2,40,MiniBooNE,LogisticRegression,centroid,0.18009597329438753
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,LogisticRegression,centroid,0.17730022950135607
Original,original,,KMeans,3,40,MiniBooNE,LogisticRegression,centroid,0.18714792405591485
Decoded,decoded,MLP,KMeans,2,40,MiniBooNE,LogisticRegression,closest,0.18881702482787394
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MiniBooNE,LogisticRegression,closest,0.19620279574379293
Encoded,encoded,MLP,KMeans,3,40,MiniBooNE,LogisticRegression,closest,0.19426246609639047
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,LogisticRegression,closest,0.175589401210098
Original,original,,KMeans,1,40,MiniBooNE,LogisticRegression,closest,0.18823283955768821
Decoded,decoded,GNN,KMeans,1,40,MiniBooNE,LogisticRegression,closest,0.18255789693302726
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MiniBooNE,LogisticRegression,closest,0.1905904443980805
Encoded,encoded,GNN,KMeans,2,40,MiniBooNE,LogisticRegression,closest,0.18422699770498635
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,LogisticRegression,closest,0.1776340496557479
Original,original,,KMeans,3,40,MiniBooNE,LogisticRegression,closest,0.18823283955768821
Decoded,decoded,MLP,Agglo,3,40,MiniBooNE,MLPClassifier,centroid,0.2458888018794048
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,MiniBooNE,MLPClassifier,centroid,0.2461824588880189
Encoded,encoded,MLP,Agglo,1,40,MiniBooNE,MLPClassifier,centroid,0.2294440093970242
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,MLPClassifier,centroid,0.225920125293657
Original,original,,Agglo,2,40,MiniBooNE,MLPClassifier,centroid,0.2296397807361003
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,MLPClassifier,centroid,0.2729052466718873
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,MiniBooNE,MLPClassifier,centroid,0.2527407987470634
Encoded,encoded,GNN,Agglo,1,40,MiniBooNE,MLPClassifier,centroid,0.2299334377447141
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,MiniBooNE,MLPClassifier,centroid,0.2312059514487078
Original,original,,Agglo,0,40,MiniBooNE,MLPClassifier,centroid,0.2296397807361003
Decoded,decoded,MLP,Agglo,3,40,MiniBooNE,MLPClassifier,closest,0.2380579483163665
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MiniBooNE,MLPClassifier,closest,0.2320869224745497
Encoded,encoded,MLP,Agglo,2,40,MiniBooNE,MLPClassifier,closest,0.2335552075176194
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,MLPClassifier,closest,0.2267032106499609
Original,original,,Agglo,4,40,MiniBooNE,MLPClassifier,closest,0.2411902897415818
Decoded,decoded,GNN,Agglo,4,40,MiniBooNE,MLPClassifier,closest,0.2731010180109631
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,MiniBooNE,MLPClassifier,closest,0.2627251370399373
Encoded,encoded,GNN,Agglo,1,40,MiniBooNE,MLPClassifier,closest,0.2339467501957712
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,MLPClassifier,closest,0.230716523101018
Original,original,,Agglo,2,40,MiniBooNE,MLPClassifier,closest,0.2411902897415818
Decoded,decoded,MLP,KIP,2,40,MiniBooNE,MLPClassifier,centroid,0.2678739232576351
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,MiniBooNE,MLPClassifier,centroid,0.26143304620203606
Encoded,encoded,MLP,KIP,3,40,MiniBooNE,MLPClassifier,centroid,0.2690289741581832
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MiniBooNE,MLPClassifier,centroid,0.23073610023492558
Original,original,,KIP,4,40,MiniBooNE,MLPClassifier,centroid,0.30045027407987474
Decoded,decoded,GNN,KIP,3,40,MiniBooNE,MLPClassifier,centroid,0.2665035238841033
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,MiniBooNE,MLPClassifier,centroid,0.2581440877055599
Encoded,encoded,GNN,KIP,2,40,MiniBooNE,MLPClassifier,centroid,0.26368441660140957
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MiniBooNE,MLPClassifier,centroid,0.23803837118245888
Original,original,,KIP,4,40,MiniBooNE,MLPClassifier,centroid,0.30045027407987474
Decoded,decoded,MLP,KMeans,3,40,MiniBooNE,MLPClassifier,centroid,0.24373531714956936
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MiniBooNE,MLPClassifier,centroid,0.25599060297572435
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,MLPClassifier,centroid,0.23212607674236496
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,MLPClassifier,centroid,0.22909162098668756
Original,original,,KMeans,2,40,MiniBooNE,MLPClassifier,centroid,0.23954581049334375
Decoded,decoded,GNN,KMeans,2,40,MiniBooNE,MLPClassifier,centroid,0.2324784651527017
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MiniBooNE,MLPClassifier,centroid,0.2526820673453407
Encoded,encoded,GNN,KMeans,1,40,MiniBooNE,MLPClassifier,centroid,0.2294244322631167
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,MLPClassifier,centroid,0.22799530148786212
Original,original,,KMeans,3,40,MiniBooNE,MLPClassifier,centroid,0.23954581049334375
Decoded,decoded,MLP,KMeans,3,40,MiniBooNE,MLPClassifier,closest,0.24312842599843387
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,MiniBooNE,MLPClassifier,closest,0.25375880971025844
Encoded,encoded,MLP,KMeans,1,40,MiniBooNE,MLPClassifier,closest,0.23790133124510576
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,MLPClassifier,closest,0.22889584964761162
Original,original,,KMeans,2,40,MiniBooNE,MLPClassifier,closest,0.2418559122944401
Decoded,decoded,GNN,KMeans,2,40,MiniBooNE,MLPClassifier,closest,0.23263508222396237
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,MiniBooNE,MLPClassifier,closest,0.25035238841033675
Encoded,encoded,GNN,KMeans,1,40,MiniBooNE,MLPClassifier,closest,0.2317736883320282
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,MLPClassifier,closest,0.22873923257635087
Original,original,,KMeans,3,40,MiniBooNE,MLPClassifier,closest,0.2418559122944401
Decoded,decoded,MLP,Agglo,3,40,MiniBooNE,XGBClassifier,centroid,0.2583755356447215
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MiniBooNE,XGBClassifier,centroid,0.2401636151149201
Encoded,encoded,MLP,Agglo,2,40,MiniBooNE,XGBClassifier,centroid,0.2511686793922868
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,MiniBooNE,XGBClassifier,centroid,0.2717179587066616
Original,original,,Agglo,0,40,MiniBooNE,XGBClassifier,centroid,0.234028048305415
Decoded,decoded,GNN,Agglo,1,40,MiniBooNE,XGBClassifier,centroid,0.240066225165563
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,MiniBooNE,XGBClassifier,centroid,0.2523373587845735
Encoded,encoded,GNN,Agglo,3,40,MiniBooNE,XGBClassifier,centroid,0.2926567978184652
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,MiniBooNE,XGBClassifier,centroid,0.305512271133619
Original,original,,Agglo,0,40,MiniBooNE,XGBClassifier,centroid,0.234028048305415
Decoded,decoded,MLP,Agglo,2,40,MiniBooNE,XGBClassifier,closest,0.2532138683287884
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,MiniBooNE,XGBClassifier,closest,0.2367549668874173
Encoded,encoded,MLP,Agglo,4,40,MiniBooNE,XGBClassifier,closest,0.2911959485781069
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,MiniBooNE,XGBClassifier,closest,0.2363654070899883
Original,original,,Agglo,3,40,MiniBooNE,XGBClassifier,closest,0.2801908843007402
Decoded,decoded,GNN,Agglo,2,40,MiniBooNE,XGBClassifier,closest,0.2549668874172185
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,MiniBooNE,XGBClassifier,closest,0.2548694974678614
Encoded,encoded,GNN,Agglo,3,40,MiniBooNE,XGBClassifier,closest,0.2574990261005065
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,MiniBooNE,XGBClassifier,closest,0.2414296844565641
Original,original,,Agglo,4,40,MiniBooNE,XGBClassifier,closest,0.2801908843007402
Decoded,decoded,MLP,KIP,3,40,MiniBooNE,XGBClassifier,centroid,0.3050837553564473
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,MiniBooNE,XGBClassifier,centroid,0.29555901830931053
Encoded,encoded,MLP,KIP,2,40,MiniBooNE,XGBClassifier,centroid,0.3041682898324893
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,MiniBooNE,XGBClassifier,centroid,0.27160109076743283
Original,original,,KIP,4,40,MiniBooNE,XGBClassifier,centroid,0.34020257109466306
Decoded,decoded,GNN,KIP,2,40,MiniBooNE,XGBClassifier,centroid,0.29522789248149595
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,MiniBooNE,XGBClassifier,centroid,0.2880210362290613
Encoded,encoded,GNN,KIP,3,40,MiniBooNE,XGBClassifier,centroid,0.3082002337358785
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,MiniBooNE,XGBClassifier,centroid,0.2712699649396183
Original,original,,KIP,4,40,MiniBooNE,XGBClassifier,centroid,0.34020257109466306
Decoded,decoded,MLP,KMeans,1,40,MiniBooNE,XGBClassifier,centroid,0.25220101285547336
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MiniBooNE,XGBClassifier,centroid,0.25638878067783405
Encoded,encoded,MLP,KMeans,0,40,MiniBooNE,XGBClassifier,centroid,0.2508375535644722
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,MiniBooNE,XGBClassifier,centroid,0.25311647837943135
Original,original,,KMeans,4,40,MiniBooNE,XGBClassifier,centroid,0.4656797818465135
Decoded,decoded,GNN,KMeans,0,40,MiniBooNE,XGBClassifier,centroid,0.25373977405531756
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,MiniBooNE,XGBClassifier,centroid,0.2605765485001948
Encoded,encoded,GNN,KMeans,3,40,MiniBooNE,XGBClassifier,centroid,0.28846902999610446
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,MiniBooNE,XGBClassifier,centroid,0.2580249318270355
Original,original,,KMeans,4,40,MiniBooNE,XGBClassifier,centroid,0.4656797818465135
Decoded,decoded,MLP,KMeans,2,40,MiniBooNE,XGBClassifier,closest,0.24879236462797047
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,MiniBooNE,XGBClassifier,closest,0.2502337358784574
Encoded,encoded,MLP,KMeans,4,40,MiniBooNE,XGBClassifier,closest,0.27425009738994943
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,MiniBooNE,XGBClassifier,closest,0.24057265290222046
Original,original,,KMeans,1,40,MiniBooNE,XGBClassifier,closest,0.24616283599532526
Decoded,decoded,GNN,KMeans,2,40,MiniBooNE,XGBClassifier,closest,0.25144137125048693
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,MiniBooNE,XGBClassifier,closest,0.25866770549279317
Encoded,encoded,GNN,KMeans,4,40,MiniBooNE,XGBClassifier,closest,0.26320607713283994
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,MiniBooNE,XGBClassifier,closest,0.24331904947409436
Original,original,,KMeans,1,40,MiniBooNE,XGBClassifier,closest,0.24616283599532526
Decoded,decoded,MLP,Agglo,3,40,NumerAI,GaussianNB,centroid,0.0306299376007009
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,NumerAI,GaussianNB,centroid,0.0285929410563371
Encoded,encoded,MLP,Agglo,0,40,NumerAI,GaussianNB,centroid,0.0043741734603964
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,NumerAI,GaussianNB,centroid,0.0359555603924132
Original,original,,Agglo,2,40,NumerAI,GaussianNB,centroid,0.0291233957650374
Decoded,decoded,GNN,Agglo,2,40,NumerAI,GaussianNB,centroid,0.0278949196531428
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,NumerAI,GaussianNB,centroid,0.0424115162696833
Encoded,encoded,GNN,Agglo,0,40,NumerAI,GaussianNB,centroid,0.0167774483132256
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,NumerAI,GaussianNB,centroid,0.0184823911930566
Original,original,,Agglo,3,40,NumerAI,GaussianNB,centroid,0.0291233957650374
Decoded,decoded,MLP,Agglo,1,40,NumerAI,GaussianNB,closest,0.026294501879244
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,NumerAI,GaussianNB,closest,0.0289265902407688
Encoded,encoded,MLP,Agglo,0,40,NumerAI,GaussianNB,closest,0.0120334852874326
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,NumerAI,GaussianNB,closest,0.0345838214356466
Original,original,,Agglo,4,40,NumerAI,GaussianNB,closest,0.037209935873829
Decoded,decoded,GNN,Agglo,2,40,NumerAI,GaussianNB,closest,0.0332687419878464
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,NumerAI,GaussianNB,closest,0.0322914303921235
Encoded,encoded,GNN,Agglo,0,40,NumerAI,GaussianNB,closest,0.0295857625896815
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,NumerAI,GaussianNB,closest,0.0361692487435187
Original,original,,Agglo,4,40,NumerAI,GaussianNB,closest,0.037209935873829
Decoded,decoded,MLP,KIP,4,40,NumerAI,GaussianNB,centroid,0.03425990863310948
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,NumerAI,GaussianNB,centroid,0.0336293962741938
Encoded,encoded,MLP,KIP,1,40,NumerAI,GaussianNB,centroid,0.02874199972000476
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,NumerAI,GaussianNB,centroid,0.02685513788761244
Original,original,,KIP,2,40,NumerAI,GaussianNB,centroid,0.03075720814147038
Decoded,decoded,GNN,KIP,2,40,NumerAI,GaussianNB,centroid,0.029192151541144136
Decoded-FT,decoded,GNN-MultiHead,KIP,0,40,NumerAI,GaussianNB,centroid,0.022833425904408323
Encoded,encoded,GNN,KIP,1,40,NumerAI,GaussianNB,centroid,0.02433406802695738
Encoded-FT,encoded,GNN-MultiHead,KIP,4,40,NumerAI,GaussianNB,centroid,0.03280262754669548
Original,original,,KIP,3,40,NumerAI,GaussianNB,centroid,0.03075720814147038
Decoded,decoded,MLP,KMeans,4,40,NumerAI,GaussianNB,centroid,0.030725587163381918
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,NumerAI,GaussianNB,centroid,0.026080924843480357
Encoded,encoded,MLP,KMeans,1,40,NumerAI,GaussianNB,centroid,0.01205850155524216
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,NumerAI,GaussianNB,centroid,0.0097672014020686
Original,original,,KMeans,2,40,NumerAI,GaussianNB,centroid,0.0237300487193856
Decoded,decoded,GNN,KMeans,4,40,NumerAI,GaussianNB,centroid,0.03086142898546852
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,NumerAI,GaussianNB,centroid,0.029602905152315877
Encoded,encoded,GNN,KMeans,1,40,NumerAI,GaussianNB,centroid,0.01745201928441814
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,NumerAI,GaussianNB,centroid,0.015134344816265199
Original,original,,KMeans,2,40,NumerAI,GaussianNB,centroid,0.0237300487193856
Decoded,decoded,MLP,KMeans,3,40,NumerAI,GaussianNB,closest,0.026966527439621264
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,NumerAI,GaussianNB,closest,0.03038628315958798
Encoded,encoded,MLP,KMeans,2,40,NumerAI,GaussianNB,closest,0.02687532306958874
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,NumerAI,GaussianNB,closest,0.02295312700193678
Original,original,,KMeans,1,40,NumerAI,GaussianNB,closest,0.026669938842980086
Decoded,decoded,GNN,KMeans,0,40,NumerAI,GaussianNB,closest,0.024980201638836342
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,NumerAI,GaussianNB,closest,0.031708256737555764
Encoded,encoded,GNN,KMeans,3,40,NumerAI,GaussianNB,closest,0.032180315417957676
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,40,NumerAI,GaussianNB,closest,0.036432316580238266
Original,original,,KMeans,1,40,NumerAI,GaussianNB,closest,0.026669938842980086
Decoded,decoded,MLP,Agglo,1,40,NumerAI,KNeighborsClassifier,centroid,0.0057076278041654
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,NumerAI,KNeighborsClassifier,centroid,0.0120077134948989
Encoded,encoded,MLP,Agglo,3,40,NumerAI,KNeighborsClassifier,centroid,0.0125487242886509
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,NumerAI,KNeighborsClassifier,centroid,0.0187727594060187
Original,original,,Agglo,0,40,NumerAI,KNeighborsClassifier,centroid,0.0035769208265691
Decoded,decoded,GNN,Agglo,4,40,NumerAI,KNeighborsClassifier,centroid,0.0109043916719193
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,NumerAI,KNeighborsClassifier,centroid,0.0083968869459057
Encoded,encoded,GNN,Agglo,0,40,NumerAI,KNeighborsClassifier,centroid,-0.0018583601165126
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,NumerAI,KNeighborsClassifier,centroid,0.0070358360705022
Original,original,,Agglo,1,40,NumerAI,KNeighborsClassifier,centroid,0.0035769208265691
Decoded,decoded,MLP,Agglo,1,40,NumerAI,KNeighborsClassifier,closest,0.0115149604538916
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,NumerAI,KNeighborsClassifier,closest,0.0183618660935068
Encoded,encoded,MLP,Agglo,0,40,NumerAI,KNeighborsClassifier,closest,0.0016123632793509
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,NumerAI,KNeighborsClassifier,closest,0.0253940192355934
Original,original,,Agglo,2,40,NumerAI,KNeighborsClassifier,closest,0.0180493107665248
Decoded,decoded,GNN,Agglo,2,40,NumerAI,KNeighborsClassifier,closest,0.0127625619467609
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,NumerAI,KNeighborsClassifier,closest,5.600329291780744e-05
Encoded,encoded,GNN,Agglo,3,40,NumerAI,KNeighborsClassifier,closest,0.0132259654654459
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,NumerAI,KNeighborsClassifier,closest,0.0067978885201867
Original,original,,Agglo,4,40,NumerAI,KNeighborsClassifier,closest,0.0180493107665248
Decoded,decoded,MLP,KIP,4,40,NumerAI,KNeighborsClassifier,centroid,0.01080881778111758
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,NumerAI,KNeighborsClassifier,centroid,0.008896451506065139
Encoded,encoded,MLP,KIP,0,40,NumerAI,KNeighborsClassifier,centroid,0.0037606344083395806
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,NumerAI,KNeighborsClassifier,centroid,0.008412248933915541
Original,original,,KIP,3,40,NumerAI,KNeighborsClassifier,centroid,0.010801884763296061
Decoded,decoded,GNN,KIP,3,40,NumerAI,KNeighborsClassifier,centroid,0.0038941842269895597
Decoded-FT,decoded,GNN-MultiHead,KIP,0,40,NumerAI,KNeighborsClassifier,centroid,1.5270864007839793e-05
Encoded,encoded,GNN,KIP,1,40,NumerAI,KNeighborsClassifier,centroid,0.0017329355213775003
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,NumerAI,KNeighborsClassifier,centroid,0.00327255906610344
Original,original,,KIP,4,40,NumerAI,KNeighborsClassifier,centroid,0.010801884763296061
Decoded,decoded,MLP,KMeans,4,40,NumerAI,KNeighborsClassifier,centroid,0.008033955233131839
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,NumerAI,KNeighborsClassifier,centroid,0.007340000395630003
Encoded,encoded,MLP,KMeans,0,40,NumerAI,KNeighborsClassifier,centroid,0.00045577188351452
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,NumerAI,KNeighborsClassifier,centroid,0.0016162284557704799
Original,original,,KMeans,2,40,NumerAI,KNeighborsClassifier,centroid,0.00494215581239944
Decoded,decoded,GNN,KMeans,4,40,NumerAI,KNeighborsClassifier,centroid,0.01019149822932776
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,NumerAI,KNeighborsClassifier,centroid,0.00851214362114716
Encoded,encoded,GNN,KMeans,2,40,NumerAI,KNeighborsClassifier,centroid,0.00776350678875702
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,NumerAI,KNeighborsClassifier,centroid,0.005338613564255701
Original,original,,KMeans,0,40,NumerAI,KNeighborsClassifier,centroid,0.00494215581239944
Decoded,decoded,MLP,KMeans,1,40,NumerAI,KNeighborsClassifier,closest,0.0084954223667735
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,NumerAI,KNeighborsClassifier,closest,0.010483011505506259
Encoded,encoded,MLP,KMeans,3,40,NumerAI,KNeighborsClassifier,closest,0.0105822227627225
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,40,NumerAI,KNeighborsClassifier,closest,0.0107655035054833
Original,original,,KMeans,0,40,NumerAI,KNeighborsClassifier,closest,0.0033539707682554002
Decoded,decoded,GNN,KMeans,1,40,NumerAI,KNeighborsClassifier,closest,0.0030550992289125204
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,NumerAI,KNeighborsClassifier,closest,-0.0035530083697016207
Encoded,encoded,GNN,KMeans,4,40,NumerAI,KNeighborsClassifier,closest,0.01114906721105154
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,NumerAI,KNeighborsClassifier,closest,0.007223650232364277
Original,original,,KMeans,2,40,NumerAI,KNeighborsClassifier,closest,0.0033539707682554002
Decoded,decoded,MLP,Agglo,4,40,NumerAI,LogisticRegression,centroid,0.0518955279146502
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,NumerAI,LogisticRegression,centroid,0.0486334577211721
Encoded,encoded,MLP,Agglo,2,40,NumerAI,LogisticRegression,centroid,0.0383446362786087
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,NumerAI,LogisticRegression,centroid,0.0371767355040122
Original,original,,Agglo,0,40,NumerAI,LogisticRegression,centroid,0.031239223423772
Decoded,decoded,GNN,Agglo,4,40,NumerAI,LogisticRegression,centroid,0.0631019466433847
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,NumerAI,LogisticRegression,centroid,0.0597729102473263
Encoded,encoded,GNN,Agglo,0,40,NumerAI,LogisticRegression,centroid,0.0286776750893851
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,NumerAI,LogisticRegression,centroid,0.0429866911777055
Original,original,,Agglo,1,40,NumerAI,LogisticRegression,centroid,0.031239223423772
Decoded,decoded,MLP,Agglo,3,40,NumerAI,LogisticRegression,closest,0.0494646693347002
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,NumerAI,LogisticRegression,closest,0.0716749686419279
Encoded,encoded,MLP,Agglo,1,40,NumerAI,LogisticRegression,closest,0.0390602419287052
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,NumerAI,LogisticRegression,closest,0.0434083086403052
Original,original,,Agglo,0,40,NumerAI,LogisticRegression,closest,0.0331946875471027
Decoded,decoded,GNN,Agglo,4,40,NumerAI,LogisticRegression,closest,0.0614088093201506
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,NumerAI,LogisticRegression,closest,0.046357408387557
Encoded,encoded,GNN,Agglo,2,40,NumerAI,LogisticRegression,closest,0.0503797526557036
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,NumerAI,LogisticRegression,closest,0.0555246734568744
Original,original,,Agglo,0,40,NumerAI,LogisticRegression,closest,0.0331946875471027
Decoded,decoded,MLP,KIP,3,40,NumerAI,LogisticRegression,centroid,0.052065799868479534
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,NumerAI,LogisticRegression,centroid,0.052705185009436994
Encoded,encoded,MLP,KIP,1,40,NumerAI,LogisticRegression,centroid,0.04709259381853854
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,NumerAI,LogisticRegression,centroid,0.04780719388256817
Original,original,,KIP,0,40,NumerAI,LogisticRegression,centroid,0.04438251750730804
Decoded,decoded,GNN,KIP,3,40,NumerAI,LogisticRegression,centroid,0.04525369023671746
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,NumerAI,LogisticRegression,centroid,0.047403815419430825
Encoded,encoded,GNN,KIP,0,40,NumerAI,LogisticRegression,centroid,0.04363837653084536
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,NumerAI,LogisticRegression,centroid,0.0441621994295047
Original,original,,KIP,2,40,NumerAI,LogisticRegression,centroid,0.04438251750730804
Decoded,decoded,MLP,KMeans,3,40,NumerAI,LogisticRegression,centroid,0.04216521480320328
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,NumerAI,LogisticRegression,centroid,0.04543893667871901
Encoded,encoded,MLP,KMeans,1,40,NumerAI,LogisticRegression,centroid,0.03689274488234112
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,NumerAI,LogisticRegression,centroid,0.037067920889961144
Original,original,,KMeans,0,40,NumerAI,LogisticRegression,centroid,0.024684893594238137
Decoded,decoded,GNN,KMeans,4,40,NumerAI,LogisticRegression,centroid,0.05260633152693395
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,NumerAI,LogisticRegression,centroid,0.04282750981803584
Encoded,encoded,GNN,KMeans,2,40,NumerAI,LogisticRegression,centroid,0.036291630306775444
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,NumerAI,LogisticRegression,centroid,0.03180019471206728
Original,original,,KMeans,0,40,NumerAI,LogisticRegression,centroid,0.024684893594238137
Decoded,decoded,MLP,KMeans,2,40,NumerAI,LogisticRegression,closest,0.047509700717547496
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,NumerAI,LogisticRegression,closest,0.0492862069552235
Encoded,encoded,MLP,KMeans,3,40,NumerAI,LogisticRegression,closest,0.04852376868445402
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,NumerAI,LogisticRegression,closest,0.0441531200074791
Original,original,,KMeans,1,40,NumerAI,LogisticRegression,closest,0.04652594606976333
Decoded,decoded,GNN,KMeans,4,40,NumerAI,LogisticRegression,closest,0.049465820657878426
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,NumerAI,LogisticRegression,closest,0.04802617117894868
Encoded,encoded,GNN,KMeans,2,40,NumerAI,LogisticRegression,closest,0.04701663563619952
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,NumerAI,LogisticRegression,closest,0.045077144300252496
Original,original,,KMeans,1,40,NumerAI,LogisticRegression,closest,0.04652594606976333
Decoded,decoded,MLP,Agglo,3,40,NumerAI,MLPClassifier,centroid,0.0269120083095412
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,NumerAI,MLPClassifier,centroid,0.0372396169995789
Encoded,encoded,MLP,Agglo,1,40,NumerAI,MLPClassifier,centroid,0.0111767376908854
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,NumerAI,MLPClassifier,centroid,0.026599232025374
Original,original,,Agglo,0,40,NumerAI,MLPClassifier,centroid,0.0103582723019538
Decoded,decoded,GNN,Agglo,3,40,NumerAI,MLPClassifier,centroid,0.0332792849960193
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,NumerAI,MLPClassifier,centroid,0.0395289682193246
Encoded,encoded,GNN,Agglo,1,40,NumerAI,MLPClassifier,centroid,0.0209036149644678
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,NumerAI,MLPClassifier,centroid,0.0223520240700422
Original,original,,Agglo,0,40,NumerAI,MLPClassifier,centroid,0.0103582723019538
Decoded,decoded,MLP,Agglo,2,40,NumerAI,MLPClassifier,closest,0.0253897683713923
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,NumerAI,MLPClassifier,closest,0.0435383099035801
Encoded,encoded,MLP,Agglo,1,40,NumerAI,MLPClassifier,closest,0.0213880181638734
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,NumerAI,MLPClassifier,closest,0.0342356994254517
Original,original,,Agglo,0,40,NumerAI,MLPClassifier,closest,0.0131721796789415
Decoded,decoded,GNN,Agglo,2,40,NumerAI,MLPClassifier,closest,0.0316615561887244
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,NumerAI,MLPClassifier,closest,0.0263331209952635
Encoded,encoded,GNN,Agglo,3,40,NumerAI,MLPClassifier,closest,0.0373392365251846
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,NumerAI,MLPClassifier,closest,0.0395368574010311
Original,original,,Agglo,0,40,NumerAI,MLPClassifier,closest,0.0131721796789415
Decoded,decoded,MLP,KIP,2,40,NumerAI,MLPClassifier,centroid,0.02889494668885458
Decoded-FT,decoded,MLP-MultiHead,KIP,0,40,NumerAI,MLPClassifier,centroid,0.02427818266894138
Encoded,encoded,MLP,KIP,3,40,NumerAI,MLPClassifier,centroid,0.030290029391667462
Encoded-FT,encoded,MLP-MultiHead,KIP,4,40,NumerAI,MLPClassifier,centroid,0.030309454640963695
Original,original,,KIP,1,40,NumerAI,MLPClassifier,centroid,0.0245631681941536
Decoded,decoded,GNN,KIP,3,40,NumerAI,MLPClassifier,centroid,0.024795452497041362
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,NumerAI,MLPClassifier,centroid,0.02700702085073512
Encoded,encoded,GNN,KIP,0,40,NumerAI,MLPClassifier,centroid,0.02013162876398628
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,NumerAI,MLPClassifier,centroid,0.021098425654249398
Original,original,,KIP,2,40,NumerAI,MLPClassifier,centroid,0.0245631681941536
Decoded,decoded,MLP,KMeans,4,40,NumerAI,MLPClassifier,centroid,0.023182501854515838
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,NumerAI,MLPClassifier,centroid,0.0229716150963511
Encoded,encoded,MLP,KMeans,2,40,NumerAI,MLPClassifier,centroid,0.01697931270490938
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,NumerAI,MLPClassifier,centroid,0.01689768200211948
Original,original,,KMeans,0,40,NumerAI,MLPClassifier,centroid,0.0121427084498569
Decoded,decoded,GNN,KMeans,4,40,NumerAI,MLPClassifier,centroid,0.028773140700355422
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,NumerAI,MLPClassifier,centroid,0.023755293659531617
Encoded,encoded,GNN,KMeans,2,40,NumerAI,MLPClassifier,centroid,0.01673826843327772
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,NumerAI,MLPClassifier,centroid,0.00907011778176146
Original,original,,KMeans,1,40,NumerAI,MLPClassifier,centroid,0.0121427084498569
Decoded,decoded,MLP,KMeans,1,40,NumerAI,MLPClassifier,closest,0.024163752321075337
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,NumerAI,MLPClassifier,closest,0.030090224701013024
Encoded,encoded,MLP,KMeans,3,40,NumerAI,MLPClassifier,closest,0.0276855053627457
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,NumerAI,MLPClassifier,closest,0.022395898340004543
Original,original,,KMeans,2,40,NumerAI,MLPClassifier,closest,0.026164865588810936
Decoded,decoded,GNN,KMeans,1,40,NumerAI,MLPClassifier,closest,0.027425564268139618
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,NumerAI,MLPClassifier,closest,0.027871637952650137
Encoded,encoded,GNN,KMeans,3,40,NumerAI,MLPClassifier,closest,0.03036447796205468
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,40,NumerAI,MLPClassifier,closest,0.03495708322364764
Original,original,,KMeans,0,40,NumerAI,MLPClassifier,closest,0.026164865588810936
Decoded,decoded,MLP,Agglo,4,40,NumerAI,XGBClassifier,centroid,0.0384414605069239
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,NumerAI,XGBClassifier,centroid,0.0315144916641845
Encoded,encoded,MLP,Agglo,2,40,NumerAI,XGBClassifier,centroid,0.0226643229721154
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,NumerAI,XGBClassifier,centroid,0.0203465298514857
Original,original,,Agglo,0,40,NumerAI,XGBClassifier,centroid,0.0129295695152428
Decoded,decoded,GNN,Agglo,4,40,NumerAI,XGBClassifier,centroid,0.0423142707247329
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,NumerAI,XGBClassifier,centroid,0.0261576263223698
Encoded,encoded,GNN,Agglo,1,40,NumerAI,XGBClassifier,centroid,0.0137631957607279
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,NumerAI,XGBClassifier,centroid,0.0245295239803787
Original,original,,Agglo,0,40,NumerAI,XGBClassifier,centroid,0.0129295695152428
Decoded,decoded,MLP,Agglo,3,40,NumerAI,XGBClassifier,closest,0.0355421889604475
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,NumerAI,XGBClassifier,closest,0.0412834037191673
Encoded,encoded,MLP,Agglo,1,40,NumerAI,XGBClassifier,closest,0.0204084027320321
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,NumerAI,XGBClassifier,closest,0.0295806009559042
Original,original,,Agglo,0,40,NumerAI,XGBClassifier,closest,0.0118917739390681
Decoded,decoded,GNN,Agglo,1,40,NumerAI,XGBClassifier,closest,0.0212114836662299
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,NumerAI,XGBClassifier,closest,0.0283142370503898
Encoded,encoded,GNN,Agglo,3,40,NumerAI,XGBClassifier,closest,0.038658965473517
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,40,NumerAI,XGBClassifier,closest,0.0413535461839891
Original,original,,Agglo,0,40,NumerAI,XGBClassifier,closest,0.0118917739390681
Decoded,decoded,MLP,KIP,3,40,NumerAI,XGBClassifier,centroid,0.02806322909236758
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,NumerAI,XGBClassifier,centroid,0.02812126518381332
Encoded,encoded,MLP,KIP,1,40,NumerAI,XGBClassifier,centroid,0.02687971748120068
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,NumerAI,XGBClassifier,centroid,0.028052858586681738
Original,original,,KIP,0,40,NumerAI,XGBClassifier,centroid,0.025677446578857937
Decoded,decoded,GNN,KIP,1,40,NumerAI,XGBClassifier,centroid,0.024671522427484903
Decoded-FT,decoded,GNN-MultiHead,KIP,0,40,NumerAI,XGBClassifier,centroid,0.022900527629276902
Encoded,encoded,GNN,KIP,3,40,NumerAI,XGBClassifier,centroid,0.02647630332000698
Encoded-FT,encoded,GNN-MultiHead,KIP,4,40,NumerAI,XGBClassifier,centroid,0.026912535065644762
Original,original,,KIP,2,40,NumerAI,XGBClassifier,centroid,0.025677446578857937
Decoded,decoded,MLP,KMeans,1,40,NumerAI,XGBClassifier,centroid,0.02217726680852594
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,NumerAI,XGBClassifier,centroid,0.025422251678166703
Encoded,encoded,MLP,KMeans,0,40,NumerAI,XGBClassifier,centroid,0.021237611082494418
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,NumerAI,XGBClassifier,centroid,0.023001714560473
Original,original,,KMeans,4,40,NumerAI,XGBClassifier,centroid,0.029381199673805758
Decoded,decoded,GNN,KMeans,4,40,NumerAI,XGBClassifier,centroid,0.033471403107068996
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,NumerAI,XGBClassifier,centroid,0.0252169946363922
Encoded,encoded,GNN,KMeans,3,40,NumerAI,XGBClassifier,centroid,0.030719210959478806
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,NumerAI,XGBClassifier,centroid,0.026734165347878935
Original,original,,KMeans,2,40,NumerAI,XGBClassifier,centroid,0.029381199673805758
Decoded,decoded,MLP,KMeans,4,40,NumerAI,XGBClassifier,closest,0.03385547687116466
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,NumerAI,XGBClassifier,closest,0.02752792623709614
Encoded,encoded,MLP,KMeans,1,40,NumerAI,XGBClassifier,closest,0.025942363828629623
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,NumerAI,XGBClassifier,closest,0.030083846134475824
Original,original,,KMeans,0,40,NumerAI,XGBClassifier,closest,0.01805436499203348
Decoded,decoded,GNN,KMeans,3,40,NumerAI,XGBClassifier,closest,0.03541655088006992
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,NumerAI,XGBClassifier,closest,0.027558575849446338
Encoded,encoded,GNN,KMeans,1,40,NumerAI,XGBClassifier,closest,0.027282498385940917
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,40,NumerAI,XGBClassifier,closest,0.03546198144305278
Original,original,,KMeans,0,40,NumerAI,XGBClassifier,closest,0.01805436499203348
Decoded,decoded,MLP,Agglo,2,40,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,40,Nursery,GaussianNB,centroid,0.1180555555555555
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,Nursery,GaussianNB,centroid,0.0069444444444444
Original,original,,Agglo,0,40,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,40,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,40,Nursery,GaussianNB,centroid,0.0555555555555555
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,40,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,40,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,40,Nursery,GaussianNB,closest,0.1184413580246913
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,Nursery,GaussianNB,closest,0.0038580246913579
Original,original,,Agglo,0,40,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,40,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,40,Nursery,GaussianNB,closest,0.0771604938271605
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,40,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,40,Nursery,GaussianNB,centroid,0.07978395061728397
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,40,Nursery,GaussianNB,centroid,0.15586419753086414
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,Nursery,GaussianNB,centroid,0.00671296296296296
Original,original,,KIP,0,40,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,40,Nursery,GaussianNB,centroid,0.061111111111111095
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,40,Nursery,GaussianNB,centroid,0.12052469135802464
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,40,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,40,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,40,Nursery,GaussianNB,centroid,0.0925154320987654
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,Nursery,GaussianNB,centroid,0.00555555555555554
Original,original,,KMeans,0,40,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,40,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,40,Nursery,GaussianNB,centroid,0.035570987654320915
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,40,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,40,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,40,Nursery,GaussianNB,closest,0.11628086419753085
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,Nursery,GaussianNB,closest,0.0041666666666666
Original,original,,KMeans,0,40,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,40,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,40,Nursery,GaussianNB,closest,0.04498456790123454
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,40,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,40,Nursery,KNeighborsClassifier,centroid,0.0964506172839505
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Nursery,KNeighborsClassifier,centroid,0.064429012345679
Encoded,encoded,MLP,Agglo,2,40,Nursery,KNeighborsClassifier,centroid,0.0378086419753086
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,40,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,40,Nursery,KNeighborsClassifier,centroid,0.0752314814814814
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Nursery,KNeighborsClassifier,centroid,0.095679012345679
Encoded,encoded,GNN,Agglo,2,40,Nursery,KNeighborsClassifier,centroid,0.0258487654320986
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,40,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,3,40,Nursery,KNeighborsClassifier,closest,0.0744598765432098
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Nursery,KNeighborsClassifier,closest,0.058641975308642
Encoded,encoded,MLP,Agglo,4,40,Nursery,KNeighborsClassifier,closest,0.1323302469135803
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Nursery,KNeighborsClassifier,closest,0.0007716049382715
Original,original,,Agglo,2,40,Nursery,KNeighborsClassifier,closest,0.0617283950617284
Decoded,decoded,GNN,Agglo,1,40,Nursery,KNeighborsClassifier,closest,0.0601851851851851
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Nursery,KNeighborsClassifier,closest,0.0902777777777777
Encoded,encoded,GNN,Agglo,4,40,Nursery,KNeighborsClassifier,closest,0.09375
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,40,Nursery,KNeighborsClassifier,closest,0.0617283950617284
Decoded,decoded,MLP,KIP,3,40,Nursery,KNeighborsClassifier,centroid,0.1408179012345679
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Nursery,KNeighborsClassifier,centroid,0.09398148148148144
Encoded,encoded,MLP,KIP,4,40,Nursery,KNeighborsClassifier,centroid,0.2524691358024691
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Nursery,KNeighborsClassifier,centroid,0.01481481481481478
Original,original,,KIP,1,40,Nursery,KNeighborsClassifier,centroid,0.0665895061728395
Decoded,decoded,GNN,KIP,3,40,Nursery,KNeighborsClassifier,centroid,0.17415123456790121
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Nursery,KNeighborsClassifier,centroid,0.08611111111111107
Encoded,encoded,GNN,KIP,4,40,Nursery,KNeighborsClassifier,centroid,0.3066358024691357
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,40,Nursery,KNeighborsClassifier,centroid,0.0665895061728395
Decoded,decoded,MLP,KMeans,4,40,Nursery,KNeighborsClassifier,centroid,0.10239197530864193
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Nursery,KNeighborsClassifier,centroid,0.06898148148148145
Encoded,encoded,MLP,KMeans,2,40,Nursery,KNeighborsClassifier,centroid,0.04598765432098762
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Nursery,KNeighborsClassifier,centroid,0.0013888888888888402
Original,original,,KMeans,0,40,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,40,Nursery,KNeighborsClassifier,centroid,0.07685185185185184
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Nursery,KNeighborsClassifier,centroid,0.0714506172839506
Encoded,encoded,GNN,KMeans,2,40,Nursery,KNeighborsClassifier,centroid,0.02469135802469126
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,40,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,40,Nursery,KNeighborsClassifier,closest,0.0815586419753086
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Nursery,KNeighborsClassifier,closest,0.0765432098765432
Encoded,encoded,MLP,KMeans,4,40,Nursery,KNeighborsClassifier,closest,0.13287037037037036
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Nursery,KNeighborsClassifier,closest,0.00200617283950612
Original,original,,KMeans,1,40,Nursery,KNeighborsClassifier,closest,0.06936728395061724
Decoded,decoded,GNN,KMeans,2,40,Nursery,KNeighborsClassifier,closest,0.06944444444444445
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Nursery,KNeighborsClassifier,closest,0.08341049382716045
Encoded,encoded,GNN,KMeans,4,40,Nursery,KNeighborsClassifier,closest,0.09189814814814812
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,1,40,Nursery,KNeighborsClassifier,closest,0.06936728395061724
Decoded,decoded,MLP,Agglo,2,40,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,40,Nursery,LogisticRegression,centroid,0.0034722222222222
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,Nursery,LogisticRegression,centroid,0.0007716049382715
Original,original,,Agglo,0,40,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,40,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,40,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,40,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,40,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,40,Nursery,LogisticRegression,closest,0.0057870370370369
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,40,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,40,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,40,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,40,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,4,40,Nursery,LogisticRegression,centroid,0.0516975308641975
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Nursery,LogisticRegression,centroid,0.00216049382716048
Encoded,encoded,MLP,KIP,3,40,Nursery,LogisticRegression,centroid,0.035493827160493804
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,Nursery,LogisticRegression,centroid,0.0030092592592592003
Original,original,,KIP,0,40,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,40,Nursery,LogisticRegression,centroid,0.07816358024691354
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,3,40,Nursery,LogisticRegression,centroid,0.0007716049382715401
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,40,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,40,Nursery,LogisticRegression,centroid,0.00061728395061728
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,40,Nursery,LogisticRegression,centroid,0.0030092592592591803
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,Nursery,LogisticRegression,centroid,0.0001543209876543
Original,original,,KMeans,0,40,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,40,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,40,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,40,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,40,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,40,Nursery,LogisticRegression,closest,0.008101851851851818
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,Nursery,LogisticRegression,closest,0.0001543209876543
Original,original,,KMeans,0,40,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,40,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,40,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,40,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,3,40,Nursery,MLPClassifier,centroid,0.0069444444444444
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Nursery,MLPClassifier,centroid,0.0142746913580247
Encoded,encoded,MLP,Agglo,2,40,Nursery,MLPClassifier,centroid,0.0054012345679013
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,40,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,40,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Nursery,MLPClassifier,centroid,0.0138888888888888
Encoded,encoded,GNN,Agglo,3,40,Nursery,MLPClassifier,centroid,0.0011574074074074
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,40,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,1,40,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Nursery,MLPClassifier,closest,0.0015432098765432
Encoded,encoded,MLP,Agglo,4,40,Nursery,MLPClassifier,closest,0.0069444444444444
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,40,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,3,40,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,40,Nursery,MLPClassifier,closest,0.0011574074074074
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,40,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,4,40,Nursery,MLPClassifier,centroid,0.09197530864197528
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Nursery,MLPClassifier,centroid,0.01242283950617282
Encoded,encoded,MLP,KIP,3,40,Nursery,MLPClassifier,centroid,0.041358024691358006
Encoded-FT,encoded,MLP-MultiHead,KIP,1,40,Nursery,MLPClassifier,centroid,0.0016975308641974998
Original,original,,KIP,0,40,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,40,Nursery,MLPClassifier,centroid,0.1124228395061728
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Nursery,MLPClassifier,centroid,0.00038580246913578
Encoded,encoded,GNN,KIP,3,40,Nursery,MLPClassifier,centroid,0.03040123456790116
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,40,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,40,Nursery,MLPClassifier,centroid,0.00416666666666662
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,MLPClassifier,centroid,0.0001543209876543
Encoded,encoded,MLP,KMeans,4,40,Nursery,MLPClassifier,centroid,0.00462962962962958
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,KMeans,0,40,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,40,Nursery,MLPClassifier,centroid,0.001929012345679
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Nursery,MLPClassifier,centroid,0.0020833333333333402
Encoded,encoded,GNN,KMeans,2,40,Nursery,MLPClassifier,centroid,0.00030864197530856
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,40,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,1,40,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Nursery,MLPClassifier,closest,0.00030864197530864
Encoded,encoded,MLP,KMeans,4,40,Nursery,MLPClassifier,closest,0.010648148148148118
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,Nursery,MLPClassifier,closest,0.00092592592592584
Original,original,,KMeans,0,40,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,3,40,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Nursery,MLPClassifier,closest,0.0016203703703703601
Encoded,encoded,GNN,KMeans,2,40,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,40,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,40,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,40,Nursery,XGBClassifier,centroid,0.1975308641975308
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,Nursery,XGBClassifier,centroid,0.0914351851851851
Original,original,,Agglo,0,40,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,40,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,40,Nursery,XGBClassifier,centroid,0.0972222222222222
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Nursery,XGBClassifier,centroid,0.0057870370370369
Original,original,,Agglo,0,40,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,40,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,40,Nursery,XGBClassifier,closest,0.1334876543209877
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,Nursery,XGBClassifier,closest,0.0709876543209876
Original,original,,Agglo,0,40,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,40,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,40,Nursery,XGBClassifier,closest,0.1431327160493827
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Nursery,XGBClassifier,closest,0.0050154320987654
Original,original,,Agglo,0,40,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,40,Nursery,XGBClassifier,centroid,0.0653549382716049
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,Nursery,XGBClassifier,centroid,0.0015432098765431799
Encoded,encoded,MLP,KIP,4,40,Nursery,XGBClassifier,centroid,0.1423611111111111
Encoded-FT,encoded,MLP-MultiHead,KIP,2,40,Nursery,XGBClassifier,centroid,0.028009259259259223
Original,original,,KIP,0,40,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,40,Nursery,XGBClassifier,centroid,0.10455246913580245
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,40,Nursery,XGBClassifier,centroid,0.18240740740740738
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,Nursery,XGBClassifier,centroid,0.0051697530864196995
Original,original,,KIP,0,40,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,40,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,40,Nursery,XGBClassifier,centroid,0.17870370370370367
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,Nursery,XGBClassifier,centroid,0.09112654320987648
Original,original,,KMeans,0,40,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,40,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,40,Nursery,XGBClassifier,centroid,0.0807098765432098
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,Nursery,XGBClassifier,centroid,0.00416666666666664
Original,original,,KMeans,0,40,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,40,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,40,Nursery,XGBClassifier,closest,0.11705246913580243
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,Nursery,XGBClassifier,closest,0.05679012345679006
Original,original,,KMeans,0,40,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,40,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,40,Nursery,XGBClassifier,closest,0.08973765432098763
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,Nursery,XGBClassifier,closest,0.00563271604938268
Original,original,,KMeans,0,40,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,40,OnlineShoppers,GaussianNB,centroid,-0.12141774286386
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,OnlineShoppers,GaussianNB,centroid,-0.1147822068730693
Encoded,encoded,MLP,Agglo,1,40,OnlineShoppers,GaussianNB,centroid,-0.1519809324610259
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,GaussianNB,centroid,-0.2079391330431045
Original,original,,Agglo,4,40,OnlineShoppers,GaussianNB,centroid,-0.084774343134632
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,GaussianNB,centroid,0.0408711725077218
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,OnlineShoppers,GaussianNB,centroid,-0.0858525670647176
Encoded,encoded,GNN,Agglo,1,40,OnlineShoppers,GaussianNB,centroid,-0.1411378910588482
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,GaussianNB,centroid,-0.1751546400110253
Original,original,,Agglo,3,40,OnlineShoppers,GaussianNB,centroid,-0.084774343134632
Decoded,decoded,MLP,Agglo,2,40,OnlineShoppers,GaussianNB,closest,-0.1396137850524114
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,OnlineShoppers,GaussianNB,closest,-0.0299511151105382
Encoded,encoded,MLP,Agglo,1,40,OnlineShoppers,GaussianNB,closest,-0.1730873685661242
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,GaussianNB,closest,-0.2293536331282274
Original,original,,Agglo,3,40,OnlineShoppers,GaussianNB,closest,-0.1272263702766901
Decoded,decoded,GNN,Agglo,1,40,OnlineShoppers,GaussianNB,closest,-0.1495447949347796
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,OnlineShoppers,GaussianNB,closest,-0.1423377191915752
Encoded,encoded,GNN,Agglo,3,40,OnlineShoppers,GaussianNB,closest,-0.1274817391022366
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,GaussianNB,closest,-0.1690501090384349
Original,original,,Agglo,4,40,OnlineShoppers,GaussianNB,closest,-0.1272263702766901
Decoded,decoded,MLP,KIP,3,40,OnlineShoppers,GaussianNB,centroid,-0.07124222746471445
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,OnlineShoppers,GaussianNB,centroid,-0.12998111081385633
Encoded,encoded,MLP,KIP,2,40,OnlineShoppers,GaussianNB,centroid,-0.0944378237711895
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,OnlineShoppers,GaussianNB,centroid,-0.19309044920592452
Original,original,,KIP,4,40,OnlineShoppers,GaussianNB,centroid,-0.014649252944848461
Decoded,decoded,GNN,KIP,4,40,OnlineShoppers,GaussianNB,centroid,-0.014051770962537735
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,OnlineShoppers,GaussianNB,centroid,-0.06561681705053057
Encoded,encoded,GNN,KIP,1,40,OnlineShoppers,GaussianNB,centroid,-0.1021677975857512
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,OnlineShoppers,GaussianNB,centroid,-0.14225016416567354
Original,original,,KIP,3,40,OnlineShoppers,GaussianNB,centroid,-0.014649252944848461
Decoded,decoded,MLP,KMeans,2,40,OnlineShoppers,GaussianNB,centroid,-0.1415772875777253
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,OnlineShoppers,GaussianNB,centroid,-0.0826584300086744
Encoded,encoded,MLP,KMeans,1,40,OnlineShoppers,GaussianNB,centroid,-0.17198644518487882
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,GaussianNB,centroid,-0.21135621113732359
Original,original,,KMeans,3,40,OnlineShoppers,GaussianNB,centroid,-0.09240784428176504
Decoded,decoded,GNN,KMeans,4,40,OnlineShoppers,GaussianNB,centroid,0.05634814472521501
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,OnlineShoppers,GaussianNB,centroid,-0.05928448087165884
Encoded,encoded,GNN,KMeans,1,40,OnlineShoppers,GaussianNB,centroid,-0.12792275701048222
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,GaussianNB,centroid,-0.1512359040461771
Original,original,,KMeans,2,40,OnlineShoppers,GaussianNB,centroid,-0.09240784428176504
Decoded,decoded,MLP,KMeans,3,40,OnlineShoppers,GaussianNB,closest,-0.1260703196569139
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,OnlineShoppers,GaussianNB,closest,-0.07048503862960168
Encoded,encoded,MLP,KMeans,1,40,OnlineShoppers,GaussianNB,closest,-0.1555333965675187
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,GaussianNB,closest,-0.195070165624924
Original,original,,KMeans,2,40,OnlineShoppers,GaussianNB,closest,-0.143610509845887
Decoded,decoded,GNN,KMeans,3,40,OnlineShoppers,GaussianNB,closest,-0.09986380329304168
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,OnlineShoppers,GaussianNB,closest,-0.1280289580141223
Encoded,encoded,GNN,KMeans,4,40,OnlineShoppers,GaussianNB,closest,-0.07735486538414764
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,GaussianNB,closest,-0.16475748068519913
Original,original,,KMeans,1,40,OnlineShoppers,GaussianNB,closest,-0.143610509845887
Decoded,decoded,MLP,Agglo,3,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0128552643113878
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0687788200227931
Encoded,encoded,MLP,Agglo,4,40,OnlineShoppers,KNeighborsClassifier,centroid,0.0153800298062591
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0229648461471026
Original,original,,Agglo,1,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0237012360831069
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,KNeighborsClassifier,centroid,0.0588200227930218
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.014766371526256
Encoded,encoded,GNN,Agglo,3,40,OnlineShoppers,KNeighborsClassifier,centroid,0.0276356623126149
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0205031997896029
Original,original,,Agglo,0,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0237012360831069
Decoded,decoded,MLP,Agglo,3,40,OnlineShoppers,KNeighborsClassifier,closest,0.0456842289822039
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,OnlineShoppers,KNeighborsClassifier,closest,0.008503550451477
Encoded,encoded,MLP,Agglo,2,40,OnlineShoppers,KNeighborsClassifier,closest,0.0298904181642849
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,KNeighborsClassifier,closest,-0.0153975628999737
Original,original,,Agglo,4,40,OnlineShoppers,KNeighborsClassifier,closest,0.0776680985359866
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,KNeighborsClassifier,closest,0.0915052160953798
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,OnlineShoppers,KNeighborsClassifier,closest,0.0236240904707635
Encoded,encoded,GNN,Agglo,2,40,OnlineShoppers,KNeighborsClassifier,closest,0.0598509687034277
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,KNeighborsClassifier,closest,0.0041448233540806
Original,original,,Agglo,3,40,OnlineShoppers,KNeighborsClassifier,closest,0.0776680985359866
Decoded,decoded,MLP,KIP,2,40,OnlineShoppers,KNeighborsClassifier,centroid,0.10242482686069942
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,OnlineShoppers,KNeighborsClassifier,centroid,0.0727328833172612
Encoded,encoded,MLP,KIP,3,40,OnlineShoppers,KNeighborsClassifier,centroid,0.11362146050670625
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,OnlineShoppers,KNeighborsClassifier,centroid,0.010511440343648499
Original,original,,KIP,4,40,OnlineShoppers,KNeighborsClassifier,centroid,0.16645638642938537
Decoded,decoded,GNN,KIP,3,40,OnlineShoppers,KNeighborsClassifier,centroid,0.08591356184798792
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,OnlineShoppers,KNeighborsClassifier,centroid,0.0687402472166212
Encoded,encoded,GNN,KIP,2,40,OnlineShoppers,KNeighborsClassifier,centroid,0.07463347067590066
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,OnlineShoppers,KNeighborsClassifier,centroid,0.039408784079950736
Original,original,,KIP,4,40,OnlineShoppers,KNeighborsClassifier,centroid,0.16645638642938537
Decoded,decoded,MLP,KMeans,4,40,OnlineShoppers,KNeighborsClassifier,centroid,0.01198632418690268
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.0029483650390111998
Encoded,encoded,MLP,KMeans,3,40,OnlineShoppers,KNeighborsClassifier,centroid,0.01008713947576044
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.034553519768563176
Original,original,,KMeans,0,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.04888436924695368
Decoded,decoded,GNN,KMeans,3,40,OnlineShoppers,KNeighborsClassifier,centroid,0.03198597352502842
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,OnlineShoppers,KNeighborsClassifier,centroid,0.00779521346541584
Encoded,encoded,GNN,KMeans,4,40,OnlineShoppers,KNeighborsClassifier,centroid,0.05006539843955452
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.01582677303410196
Original,original,,KMeans,0,40,OnlineShoppers,KNeighborsClassifier,centroid,-0.04888436924695368
Decoded,decoded,MLP,KMeans,2,40,OnlineShoppers,KNeighborsClassifier,closest,0.027738756903655563
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,OnlineShoppers,KNeighborsClassifier,closest,-0.0025731568335233797
Encoded,encoded,MLP,KMeans,4,40,OnlineShoppers,KNeighborsClassifier,closest,0.05040413781011642
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,KNeighborsClassifier,closest,-0.016770053475935943
Original,original,,KMeans,3,40,OnlineShoppers,KNeighborsClassifier,closest,0.04241325501884792
Decoded,decoded,GNN,KMeans,3,40,OnlineShoppers,KNeighborsClassifier,closest,0.0494222845621109
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,KNeighborsClassifier,closest,0.002507933724905661
Encoded,encoded,GNN,KMeans,4,40,OnlineShoppers,KNeighborsClassifier,closest,0.08095870956430248
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,OnlineShoppers,KNeighborsClassifier,closest,0.01443394406943094
Original,original,,KMeans,2,40,OnlineShoppers,KNeighborsClassifier,closest,0.04241325501884792
Decoded,decoded,MLP,Agglo,2,40,OnlineShoppers,LogisticRegression,centroid,0.2408225917326715
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,OnlineShoppers,LogisticRegression,centroid,0.209794572926473
Encoded,encoded,MLP,Agglo,4,40,OnlineShoppers,LogisticRegression,centroid,0.2678696155109726
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,OnlineShoppers,LogisticRegression,centroid,0.2586542469928579
Original,original,,Agglo,0,40,OnlineShoppers,LogisticRegression,centroid,0.1720855499819172
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,LogisticRegression,centroid,0.2470370298795488
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,OnlineShoppers,LogisticRegression,centroid,0.1810110402213014
Encoded,encoded,GNN,Agglo,3,40,OnlineShoppers,LogisticRegression,centroid,0.2351906708887669
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,OnlineShoppers,LogisticRegression,centroid,0.1776263662239351
Original,original,,Agglo,0,40,OnlineShoppers,LogisticRegression,centroid,0.1720855499819172
Decoded,decoded,MLP,Agglo,1,40,OnlineShoppers,LogisticRegression,closest,0.2144547113502531
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,OnlineShoppers,LogisticRegression,closest,0.2355136781136377
Encoded,encoded,MLP,Agglo,2,40,OnlineShoppers,LogisticRegression,closest,0.2339207279533765
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,LogisticRegression,closest,0.183139575010836
Original,original,,Agglo,4,40,OnlineShoppers,LogisticRegression,closest,0.2506149560627353
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,LogisticRegression,closest,0.255128774974394
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,LogisticRegression,closest,0.1967500503836056
Encoded,encoded,GNN,Agglo,2,40,OnlineShoppers,LogisticRegression,closest,0.2244679353212541
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,OnlineShoppers,LogisticRegression,closest,0.2028430157279672
Original,original,,Agglo,3,40,OnlineShoppers,LogisticRegression,closest,0.2506149560627353
Decoded,decoded,MLP,KIP,4,40,OnlineShoppers,LogisticRegression,centroid,0.270745208035978
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,OnlineShoppers,LogisticRegression,centroid,0.2271591100460768
Encoded,encoded,MLP,KIP,3,40,OnlineShoppers,LogisticRegression,centroid,0.2521361268396918
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,OnlineShoppers,LogisticRegression,centroid,0.16601963994357033
Original,original,,KIP,1,40,OnlineShoppers,LogisticRegression,centroid,0.21687588516402964
Decoded,decoded,GNN,KIP,4,40,OnlineShoppers,LogisticRegression,centroid,0.2569641185905842
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,OnlineShoppers,LogisticRegression,centroid,0.24307094287741463
Encoded,encoded,GNN,KIP,2,40,OnlineShoppers,LogisticRegression,centroid,0.2307397969747751
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,OnlineShoppers,LogisticRegression,centroid,0.20451216246435183
Original,original,,KIP,1,40,OnlineShoppers,LogisticRegression,centroid,0.21687588516402964
Decoded,decoded,MLP,KMeans,3,40,OnlineShoppers,LogisticRegression,centroid,0.24890163739816296
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,OnlineShoppers,LogisticRegression,centroid,0.20965322275627307
Encoded,encoded,MLP,KMeans,4,40,OnlineShoppers,LogisticRegression,centroid,0.28106542690788217
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,OnlineShoppers,LogisticRegression,centroid,0.21971945304109922
Original,original,,KMeans,0,40,OnlineShoppers,LogisticRegression,centroid,0.15811783413993113
Decoded,decoded,GNN,KMeans,4,40,OnlineShoppers,LogisticRegression,centroid,0.2596657841483514
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,OnlineShoppers,LogisticRegression,centroid,0.23535631561946985
Encoded,encoded,GNN,KMeans,3,40,OnlineShoppers,LogisticRegression,centroid,0.24219578655019997
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,OnlineShoppers,LogisticRegression,centroid,0.18209214816369013
Original,original,,KMeans,0,40,OnlineShoppers,LogisticRegression,centroid,0.15811783413993113
Decoded,decoded,MLP,KMeans,2,40,OnlineShoppers,LogisticRegression,closest,0.22630107034103492
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,OnlineShoppers,LogisticRegression,closest,0.21527575706543792
Encoded,encoded,MLP,KMeans,4,40,OnlineShoppers,LogisticRegression,closest,0.2583163317422237
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,LogisticRegression,closest,0.19737673961476554
Original,original,,KMeans,3,40,OnlineShoppers,LogisticRegression,closest,0.2285218140306608
Decoded,decoded,GNN,KMeans,3,40,OnlineShoppers,LogisticRegression,closest,0.24520555130707491
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,LogisticRegression,closest,0.20315332352348428
Encoded,encoded,GNN,KMeans,4,40,OnlineShoppers,LogisticRegression,closest,0.2634822387437504
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,OnlineShoppers,LogisticRegression,closest,0.20360553363830372
Original,original,,KMeans,2,40,OnlineShoppers,LogisticRegression,closest,0.2285218140306608
Decoded,decoded,MLP,Agglo,4,40,OnlineShoppers,MLPClassifier,centroid,0.1568685918043428
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,OnlineShoppers,MLPClassifier,centroid,0.121030840096785
Encoded,encoded,MLP,Agglo,2,40,OnlineShoppers,MLPClassifier,centroid,0.1101285599361394
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,MLPClassifier,centroid,0.057316175442847
Original,original,,Agglo,1,40,OnlineShoppers,MLPClassifier,centroid,0.1073113610456249
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,MLPClassifier,centroid,0.2264195483163587
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,OnlineShoppers,MLPClassifier,centroid,0.0956977925212222
Encoded,encoded,GNN,Agglo,3,40,OnlineShoppers,MLPClassifier,centroid,0.1305881950980118
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,MLPClassifier,centroid,0.0719736854366038
Original,original,,Agglo,2,40,OnlineShoppers,MLPClassifier,centroid,0.1073113610456249
Decoded,decoded,MLP,Agglo,1,40,OnlineShoppers,MLPClassifier,closest,0.1089668924774266
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,OnlineShoppers,MLPClassifier,closest,0.1784774701740328
Encoded,encoded,MLP,Agglo,2,40,OnlineShoppers,MLPClassifier,closest,0.1389994129541452
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,MLPClassifier,closest,0.0709176241105013
Original,original,,Agglo,3,40,OnlineShoppers,MLPClassifier,closest,0.1391143372749269
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,MLPClassifier,closest,0.1863606573671149
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,OnlineShoppers,MLPClassifier,closest,0.1232889476970099
Encoded,encoded,GNN,Agglo,2,40,OnlineShoppers,MLPClassifier,closest,0.1358747138539716
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,MLPClassifier,closest,0.1043543893325383
Original,original,,Agglo,3,40,OnlineShoppers,MLPClassifier,closest,0.1391143372749269
Decoded,decoded,MLP,KIP,3,40,OnlineShoppers,MLPClassifier,centroid,0.18002925911085857
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,OnlineShoppers,MLPClassifier,centroid,0.151016769632646
Encoded,encoded,MLP,KIP,4,40,OnlineShoppers,MLPClassifier,centroid,0.181318896353793
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,OnlineShoppers,MLPClassifier,centroid,0.07322170143903883
Original,original,,KIP,1,40,OnlineShoppers,MLPClassifier,centroid,0.11468266910181986
Decoded,decoded,GNN,KIP,4,40,OnlineShoppers,MLPClassifier,centroid,0.163949793602132
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,OnlineShoppers,MLPClassifier,centroid,0.14507922012977134
Encoded,encoded,GNN,KIP,3,40,OnlineShoppers,MLPClassifier,centroid,0.1508925271236928
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,OnlineShoppers,MLPClassifier,centroid,0.11915539942413608
Original,original,,KIP,0,40,OnlineShoppers,MLPClassifier,centroid,0.11468266910181986
Decoded,decoded,MLP,KMeans,4,40,OnlineShoppers,MLPClassifier,centroid,0.14961655655674316
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,OnlineShoppers,MLPClassifier,centroid,0.13710098741733995
Encoded,encoded,MLP,KMeans,2,40,OnlineShoppers,MLPClassifier,centroid,0.13187224142804344
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,MLPClassifier,centroid,0.06037688965090966
Original,original,,KMeans,1,40,OnlineShoppers,MLPClassifier,centroid,0.0938751549148784
Decoded,decoded,GNN,KMeans,4,40,OnlineShoppers,MLPClassifier,centroid,0.19723871023851455
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,OnlineShoppers,MLPClassifier,centroid,0.15895835080493623
Encoded,encoded,GNN,KMeans,2,40,OnlineShoppers,MLPClassifier,centroid,0.12220990150675104
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,MLPClassifier,centroid,0.0643688014635768
Original,original,,KMeans,1,40,OnlineShoppers,MLPClassifier,centroid,0.0938751549148784
Decoded,decoded,MLP,KMeans,1,40,OnlineShoppers,MLPClassifier,closest,0.13149454420082568
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,OnlineShoppers,MLPClassifier,closest,0.14116495988519992
Encoded,encoded,MLP,KMeans,4,40,OnlineShoppers,MLPClassifier,closest,0.16067041257831166
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,MLPClassifier,closest,0.0885780755456576
Original,original,,KMeans,2,40,OnlineShoppers,MLPClassifier,closest,0.1369040630406491
Decoded,decoded,GNN,KMeans,4,40,OnlineShoppers,MLPClassifier,closest,0.17120990461281382
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,OnlineShoppers,MLPClassifier,closest,0.11418197179073841
Encoded,encoded,GNN,KMeans,3,40,OnlineShoppers,MLPClassifier,closest,0.15338110457802584
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,MLPClassifier,closest,0.091780426213927
Original,original,,KMeans,2,40,OnlineShoppers,MLPClassifier,closest,0.1369040630406491
Decoded,decoded,MLP,Agglo,3,40,OnlineShoppers,XGBClassifier,centroid,0.251228979431272
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,OnlineShoppers,XGBClassifier,centroid,0.2219067818757512
Encoded,encoded,MLP,Agglo,1,40,OnlineShoppers,XGBClassifier,centroid,0.2132138327927748
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,XGBClassifier,centroid,0.2016324037929866
Original,original,,Agglo,4,40,OnlineShoppers,XGBClassifier,centroid,0.2813296910977048
Decoded,decoded,GNN,Agglo,1,40,OnlineShoppers,XGBClassifier,centroid,0.2118878829642956
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,OnlineShoppers,XGBClassifier,centroid,0.230968356014778
Encoded,encoded,GNN,Agglo,3,40,OnlineShoppers,XGBClassifier,centroid,0.2488109091009124
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,XGBClassifier,centroid,0.2046199173069463
Original,original,,Agglo,4,40,OnlineShoppers,XGBClassifier,centroid,0.2813296910977048
Decoded,decoded,MLP,Agglo,3,40,OnlineShoppers,XGBClassifier,closest,0.238181303007045
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,OnlineShoppers,XGBClassifier,closest,0.2362859099949658
Encoded,encoded,MLP,Agglo,1,40,OnlineShoppers,XGBClassifier,closest,0.2307427794879413
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,OnlineShoppers,XGBClassifier,closest,0.1930880051057321
Original,original,,Agglo,4,40,OnlineShoppers,XGBClassifier,closest,0.2918905238602196
Decoded,decoded,GNN,Agglo,4,40,OnlineShoppers,XGBClassifier,closest,0.2982176703446643
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,OnlineShoppers,XGBClassifier,closest,0.2265861193409864
Encoded,encoded,GNN,Agglo,1,40,OnlineShoppers,XGBClassifier,closest,0.2517984226148719
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,OnlineShoppers,XGBClassifier,closest,0.2641666185253347
Original,original,,Agglo,3,40,OnlineShoppers,XGBClassifier,closest,0.2918905238602196
Decoded,decoded,MLP,KIP,3,40,OnlineShoppers,XGBClassifier,centroid,0.2836756869768068
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,OnlineShoppers,XGBClassifier,centroid,0.2323674806678165
Encoded,encoded,MLP,KIP,4,40,OnlineShoppers,XGBClassifier,centroid,0.29730105938439605
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,OnlineShoppers,XGBClassifier,centroid,0.2058451829783253
Original,original,,KIP,2,40,OnlineShoppers,XGBClassifier,centroid,0.2580837549138545
Decoded,decoded,GNN,KIP,3,40,OnlineShoppers,XGBClassifier,centroid,0.269932024439291
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,OnlineShoppers,XGBClassifier,centroid,0.26336994825494536
Encoded,encoded,GNN,KIP,4,40,OnlineShoppers,XGBClassifier,centroid,0.3044953000305353
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,OnlineShoppers,XGBClassifier,centroid,0.24328428419341258
Original,original,,KIP,1,40,OnlineShoppers,XGBClassifier,centroid,0.2580837549138545
Decoded,decoded,MLP,KMeans,3,40,OnlineShoppers,XGBClassifier,centroid,0.24783652854230792
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,OnlineShoppers,XGBClassifier,centroid,0.22232052223716883
Encoded,encoded,MLP,KMeans,2,40,OnlineShoppers,XGBClassifier,centroid,0.24515216787295085
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,XGBClassifier,centroid,0.19025344348070075
Original,original,,KMeans,4,40,OnlineShoppers,XGBClassifier,centroid,0.3800276743885363
Decoded,decoded,GNN,KMeans,1,40,OnlineShoppers,XGBClassifier,centroid,0.22894972119291465
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,OnlineShoppers,XGBClassifier,centroid,0.2518105267211901
Encoded,encoded,GNN,KMeans,2,40,OnlineShoppers,XGBClassifier,centroid,0.24693312206165935
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,XGBClassifier,centroid,0.20748473919777277
Original,original,,KMeans,4,40,OnlineShoppers,XGBClassifier,centroid,0.3800276743885363
Decoded,decoded,MLP,KMeans,2,40,OnlineShoppers,XGBClassifier,closest,0.23038900947146312
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,OnlineShoppers,XGBClassifier,closest,0.21360941699471542
Encoded,encoded,MLP,KMeans,3,40,OnlineShoppers,XGBClassifier,closest,0.25190075733192485
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,OnlineShoppers,XGBClassifier,closest,0.1745346108667365
Original,original,,KMeans,4,40,OnlineShoppers,XGBClassifier,closest,0.2530952125508578
Decoded,decoded,GNN,KMeans,3,40,OnlineShoppers,XGBClassifier,closest,0.26061021201442586
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,OnlineShoppers,XGBClassifier,closest,0.21496012522248162
Encoded,encoded,GNN,KMeans,4,40,OnlineShoppers,XGBClassifier,closest,0.269291607177735
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,OnlineShoppers,XGBClassifier,closest,0.23942032334469462
Original,original,,KMeans,2,40,OnlineShoppers,XGBClassifier,closest,0.2530952125508578
Decoded,decoded,MLP,Agglo,2,40,PhishingWebsites,GaussianNB,centroid,-0.2340425531914894
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,PhishingWebsites,GaussianNB,centroid,-0.2470181322712504
Encoded,encoded,MLP,Agglo,3,40,PhishingWebsites,GaussianNB,centroid,-0.225280368934074
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,GaussianNB,centroid,-0.3075778220312336
Original,original,,Agglo,4,40,PhishingWebsites,GaussianNB,centroid,-0.1223771093176815
Decoded,decoded,GNN,Agglo,3,40,PhishingWebsites,GaussianNB,centroid,-0.1657059008489676
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,PhishingWebsites,GaussianNB,centroid,-0.1944450267267582
Encoded,encoded,GNN,Agglo,2,40,PhishingWebsites,GaussianNB,centroid,-0.1817419557698355
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,PhishingWebsites,GaussianNB,centroid,-0.265108479195053
Original,original,,Agglo,4,40,PhishingWebsites,GaussianNB,centroid,-0.1223771093176815
Decoded,decoded,MLP,Agglo,2,40,PhishingWebsites,GaussianNB,closest,-0.2424274185095902
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,PhishingWebsites,GaussianNB,closest,-0.2475002620270412
Encoded,encoded,MLP,Agglo,3,40,PhishingWebsites,GaussianNB,closest,-0.2351745100094331
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,GaussianNB,closest,-0.2933864374803479
Original,original,,Agglo,4,40,PhishingWebsites,GaussianNB,closest,-0.2312545854732208
Decoded,decoded,GNN,Agglo,4,40,PhishingWebsites,GaussianNB,closest,-0.1509066135625197
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,PhishingWebsites,GaussianNB,closest,-0.1596268734933444
Encoded,encoded,GNN,Agglo,2,40,PhishingWebsites,GaussianNB,closest,-0.1883450372078398
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,PhishingWebsites,GaussianNB,closest,-0.2702232470390944
Original,original,,Agglo,1,40,PhishingWebsites,GaussianNB,closest,-0.2312545854732208
Decoded,decoded,MLP,KIP,3,40,PhishingWebsites,GaussianNB,centroid,0.04612933654753162
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,PhishingWebsites,GaussianNB,centroid,0.07476784404150502
Encoded,encoded,MLP,KIP,1,40,PhishingWebsites,GaussianNB,centroid,-0.17944450267267584
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,PhishingWebsites,GaussianNB,centroid,-0.2803060475841107
Original,original,,KIP,2,40,PhishingWebsites,GaussianNB,centroid,-0.03224399958075679
Decoded,decoded,GNN,KIP,4,40,PhishingWebsites,GaussianNB,centroid,-0.0026160779792475607
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,PhishingWebsites,GaussianNB,centroid,-0.03865003668378582
Encoded,encoded,GNN,KIP,1,40,PhishingWebsites,GaussianNB,centroid,-0.12415050833245993
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,PhishingWebsites,GaussianNB,centroid,-0.25684519442406456
Original,original,,KIP,3,40,PhishingWebsites,GaussianNB,centroid,-0.03224399958075679
Decoded,decoded,MLP,KMeans,1,40,PhishingWebsites,GaussianNB,centroid,-0.2441253537365057
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,PhishingWebsites,GaussianNB,centroid,-0.20298501205324393
Encoded,encoded,MLP,KMeans,2,40,PhishingWebsites,GaussianNB,centroid,-0.22294099151032384
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,GaussianNB,centroid,-0.3041022953568809
Original,original,,KMeans,4,40,PhishingWebsites,GaussianNB,centroid,-0.17946127240331203
Decoded,decoded,GNN,KMeans,4,40,PhishingWebsites,GaussianNB,centroid,-0.13339062991300704
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,PhishingWebsites,GaussianNB,centroid,-0.1519966460538728
Encoded,encoded,GNN,KMeans,1,40,PhishingWebsites,GaussianNB,centroid,-0.201744051986165
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,GaussianNB,centroid,-0.2675065506760298
Original,original,,KMeans,2,40,PhishingWebsites,GaussianNB,centroid,-0.17946127240331203
Decoded,decoded,MLP,KMeans,1,40,PhishingWebsites,GaussianNB,closest,-0.2426789644691333
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,PhishingWebsites,GaussianNB,closest,-0.1247290640394089
Encoded,encoded,MLP,KMeans,2,40,PhishingWebsites,GaussianNB,closest,-0.2047248716067498
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,GaussianNB,closest,-0.295293994340216
Original,original,,KMeans,3,40,PhishingWebsites,GaussianNB,closest,-0.17942773294203967
Decoded,decoded,GNN,KMeans,3,40,PhishingWebsites,GaussianNB,closest,-0.18421129860601615
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,PhishingWebsites,GaussianNB,closest,-0.19880096425951158
Encoded,encoded,GNN,KMeans,1,40,PhishingWebsites,GaussianNB,closest,-0.20498060999895196
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,GaussianNB,closest,-0.2620102714600147
Original,original,,KMeans,4,40,PhishingWebsites,GaussianNB,closest,-0.17942773294203967
Decoded,decoded,MLP,Agglo,4,40,PhishingWebsites,KNeighborsClassifier,centroid,0.063593904035425
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,PhishingWebsites,KNeighborsClassifier,centroid,0.052749810107148
Encoded,encoded,MLP,Agglo,2,40,PhishingWebsites,KNeighborsClassifier,centroid,0.0481438983790422
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,KNeighborsClassifier,centroid,0.0005171550010504
Original,original,,Agglo,1,40,PhishingWebsites,KNeighborsClassifier,centroid,0.0314656495951645
Decoded,decoded,GNN,Agglo,4,40,PhishingWebsites,KNeighborsClassifier,centroid,0.0926030673755999
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,PhishingWebsites,KNeighborsClassifier,centroid,0.071916867333581
Encoded,encoded,GNN,Agglo,2,40,PhishingWebsites,KNeighborsClassifier,centroid,0.0491943694749261
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,PhishingWebsites,KNeighborsClassifier,centroid,0.028330397401296
Original,original,,Agglo,1,40,PhishingWebsites,KNeighborsClassifier,centroid,0.0314656495951645
Decoded,decoded,MLP,Agglo,4,40,PhishingWebsites,KNeighborsClassifier,closest,0.0654201076328846
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,PhishingWebsites,KNeighborsClassifier,closest,0.0567416002715063
Encoded,encoded,MLP,Agglo,2,40,PhishingWebsites,KNeighborsClassifier,closest,0.0580506488679153
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,KNeighborsClassifier,closest,0.0011635987523636
Original,original,,Agglo,3,40,PhishingWebsites,KNeighborsClassifier,closest,0.0583253874622234
Decoded,decoded,GNN,Agglo,4,40,PhishingWebsites,KNeighborsClassifier,closest,0.078090405158621
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,PhishingWebsites,KNeighborsClassifier,closest,0.0688947427961924
Encoded,encoded,GNN,Agglo,3,40,PhishingWebsites,KNeighborsClassifier,closest,0.0773308337508281
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,PhishingWebsites,KNeighborsClassifier,closest,0.0454288346235274
Original,original,,Agglo,1,40,PhishingWebsites,KNeighborsClassifier,closest,0.0583253874622234
Decoded,decoded,MLP,KIP,3,40,PhishingWebsites,KNeighborsClassifier,centroid,0.18597863503401907
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,PhishingWebsites,KNeighborsClassifier,centroid,0.16647542705690319
Encoded,encoded,MLP,KIP,1,40,PhishingWebsites,KNeighborsClassifier,centroid,0.16558979911760424
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,PhishingWebsites,KNeighborsClassifier,centroid,0.047946733034891754
Original,original,,KIP,4,40,PhishingWebsites,KNeighborsClassifier,centroid,0.2766876222182717
Decoded,decoded,GNN,KIP,2,40,PhishingWebsites,KNeighborsClassifier,centroid,0.18231653118283042
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,PhishingWebsites,KNeighborsClassifier,centroid,0.14580215588991058
Encoded,encoded,GNN,KIP,3,40,PhishingWebsites,KNeighborsClassifier,centroid,0.19302810414208835
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,PhishingWebsites,KNeighborsClassifier,centroid,0.09476218950498563
Original,original,,KIP,4,40,PhishingWebsites,KNeighborsClassifier,centroid,0.2766876222182717
Decoded,decoded,MLP,KMeans,4,40,PhishingWebsites,KNeighborsClassifier,centroid,0.06044249074777378
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,PhishingWebsites,KNeighborsClassifier,centroid,0.05857750052523551
Encoded,encoded,MLP,KMeans,2,40,PhishingWebsites,KNeighborsClassifier,centroid,0.05435299061040444
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,KNeighborsClassifier,centroid,-0.00245325403623314
Original,original,,KMeans,1,40,PhishingWebsites,KNeighborsClassifier,centroid,0.040454449957173046
Decoded,decoded,GNN,KMeans,3,40,PhishingWebsites,KNeighborsClassifier,centroid,0.07216574817783662
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,PhishingWebsites,KNeighborsClassifier,centroid,0.07720477721932217
Encoded,encoded,GNN,KMeans,2,40,PhishingWebsites,KNeighborsClassifier,centroid,0.05635050180196188
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,KNeighborsClassifier,centroid,0.020802559917255162
Original,original,,KMeans,1,40,PhishingWebsites,KNeighborsClassifier,centroid,0.040454449957173046
Decoded,decoded,MLP,KMeans,3,40,PhishingWebsites,KNeighborsClassifier,closest,0.0673594388868238
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,PhishingWebsites,KNeighborsClassifier,closest,0.05676099358404572
Encoded,encoded,MLP,KMeans,4,40,PhishingWebsites,KNeighborsClassifier,closest,0.06819981576353082
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,KNeighborsClassifier,closest,0.00133490634646148
Original,original,,KMeans,2,40,PhishingWebsites,KNeighborsClassifier,closest,0.06134104756209896
Decoded,decoded,GNN,KMeans,2,40,PhishingWebsites,KNeighborsClassifier,closest,0.06584999272750777
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,PhishingWebsites,KNeighborsClassifier,closest,0.07019409473633173
Encoded,encoded,GNN,KMeans,4,40,PhishingWebsites,KNeighborsClassifier,closest,0.07433133474473541
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,KNeighborsClassifier,closest,0.03390597475637146
Original,original,,KMeans,1,40,PhishingWebsites,KNeighborsClassifier,closest,0.06134104756209896
Decoded,decoded,MLP,Agglo,4,40,PhishingWebsites,LogisticRegression,centroid,0.0231124299373558
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,PhishingWebsites,LogisticRegression,centroid,0.0182327728321794
Encoded,encoded,MLP,Agglo,1,40,PhishingWebsites,LogisticRegression,centroid,0.0049291130893506
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,LogisticRegression,centroid,-0.0145070886910648
Original,original,,Agglo,2,40,PhishingWebsites,LogisticRegression,centroid,0.0093636663369602
Decoded,decoded,GNN,Agglo,2,40,PhishingWebsites,LogisticRegression,centroid,0.0332014507088692
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,PhishingWebsites,LogisticRegression,centroid,0.0431091328717442
Encoded,encoded,GNN,Agglo,4,40,PhishingWebsites,LogisticRegression,centroid,0.0700296735905045
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,PhishingWebsites,LogisticRegression,centroid,0.0316683151994725
Original,original,,Agglo,0,40,PhishingWebsites,LogisticRegression,centroid,0.0093636663369602
Decoded,decoded,MLP,Agglo,1,40,PhishingWebsites,LogisticRegression,closest,0.0193208044840093
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,PhishingWebsites,LogisticRegression,closest,0.0259314210352786
Encoded,encoded,MLP,Agglo,4,40,PhishingWebsites,LogisticRegression,closest,0.0495548961424333
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,LogisticRegression,closest,-0.0119848334981865
Original,original,,Agglo,2,40,PhishingWebsites,LogisticRegression,closest,0.02441477085394
Decoded,decoded,GNN,Agglo,3,40,PhishingWebsites,LogisticRegression,closest,0.0533959775799539
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,PhishingWebsites,LogisticRegression,closest,0.0367952522255193
Encoded,encoded,GNN,Agglo,4,40,PhishingWebsites,LogisticRegression,closest,0.0551269370260469
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,PhishingWebsites,LogisticRegression,closest,0.0526046818331686
Original,original,,Agglo,0,40,PhishingWebsites,LogisticRegression,closest,0.02441477085394
Decoded,decoded,MLP,KIP,4,40,PhishingWebsites,LogisticRegression,centroid,0.059818661391361716
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,PhishingWebsites,LogisticRegression,centroid,0.05729310913287182
Encoded,encoded,MLP,KIP,2,40,PhishingWebsites,LogisticRegression,centroid,0.0490438509726344
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,PhishingWebsites,LogisticRegression,centroid,0.01148367952522258
Original,original,,KIP,1,40,PhishingWebsites,LogisticRegression,centroid,0.0408407517309595
Decoded,decoded,GNN,KIP,4,40,PhishingWebsites,LogisticRegression,centroid,0.06232113419057046
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,PhishingWebsites,LogisticRegression,centroid,0.04906033630069244
Encoded,encoded,GNN,KIP,2,40,PhishingWebsites,LogisticRegression,centroid,0.045192878338278966
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,PhishingWebsites,LogisticRegression,centroid,0.024978569073524602
Original,original,,KIP,1,40,PhishingWebsites,LogisticRegression,centroid,0.0408407517309595
Decoded,decoded,MLP,KMeans,4,40,PhishingWebsites,LogisticRegression,centroid,0.02158259149357078
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,PhishingWebsites,LogisticRegression,centroid,0.01689746125947908
Encoded,encoded,MLP,KMeans,2,40,PhishingWebsites,LogisticRegression,centroid,0.01415430267062318
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,LogisticRegression,centroid,-0.01589515331355078
Original,original,,KMeans,1,40,PhishingWebsites,LogisticRegression,centroid,0.0131091328717442
Decoded,decoded,GNN,KMeans,1,40,PhishingWebsites,LogisticRegression,centroid,0.01584899439498856
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,PhishingWebsites,LogisticRegression,centroid,0.028519617540389057
Encoded,encoded,GNN,KMeans,4,40,PhishingWebsites,LogisticRegression,centroid,0.05123639960435218
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,PhishingWebsites,LogisticRegression,centroid,0.03851961754038908
Original,original,,KMeans,0,40,PhishingWebsites,LogisticRegression,centroid,0.0131091328717442
Decoded,decoded,MLP,KMeans,2,40,PhishingWebsites,LogisticRegression,closest,0.020438509726343597
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,PhishingWebsites,LogisticRegression,closest,0.01767556874381806
Encoded,encoded,MLP,KMeans,3,40,PhishingWebsites,LogisticRegression,closest,0.02051763930102214
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,LogisticRegression,closest,-0.0108341575997361
Original,original,,KMeans,4,40,PhishingWebsites,LogisticRegression,closest,0.027738212990438542
Decoded,decoded,GNN,KMeans,0,40,PhishingWebsites,LogisticRegression,closest,0.024734586218265776
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,PhishingWebsites,LogisticRegression,closest,0.030230794592812436
Encoded,encoded,GNN,KMeans,4,40,PhishingWebsites,LogisticRegression,closest,0.05380151665018136
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,PhishingWebsites,LogisticRegression,closest,0.04454335641279266
Original,original,,KMeans,1,40,PhishingWebsites,LogisticRegression,closest,0.027738212990438542
Decoded,decoded,MLP,Agglo,4,40,PhishingWebsites,MLPClassifier,centroid,0.0598705501618124
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,PhishingWebsites,MLPClassifier,centroid,0.0520042295491686
Encoded,encoded,MLP,Agglo,1,40,PhishingWebsites,MLPClassifier,centroid,0.0415264827453619
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,MLPClassifier,centroid,0.0226537216828479
Original,original,,Agglo,2,40,PhishingWebsites,MLPClassifier,centroid,0.0455637796789387
Decoded,decoded,GNN,Agglo,4,40,PhishingWebsites,MLPClassifier,centroid,0.0727834919414273
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,PhishingWebsites,MLPClassifier,centroid,0.071774167708033
Encoded,encoded,GNN,Agglo,2,40,PhishingWebsites,MLPClassifier,centroid,0.0673043032458587
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,PhishingWebsites,MLPClassifier,centroid,0.0440417828190587
Original,original,,Agglo,1,40,PhishingWebsites,MLPClassifier,centroid,0.0455637796789387
Decoded,decoded,MLP,Agglo,4,40,PhishingWebsites,MLPClassifier,closest,0.0656060751706239
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,PhishingWebsites,MLPClassifier,closest,0.042087218430581
Encoded,encoded,MLP,Agglo,2,40,PhishingWebsites,MLPClassifier,closest,0.0454195905027397
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,MLPClassifier,closest,0.021788586625653
Original,original,,Agglo,3,40,PhishingWebsites,MLPClassifier,closest,0.0570508507161397
Decoded,decoded,GNN,Agglo,4,40,PhishingWebsites,MLPClassifier,closest,0.0807138966323816
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,PhishingWebsites,MLPClassifier,closest,0.0657662853664008
Encoded,encoded,GNN,Agglo,3,40,PhishingWebsites,MLPClassifier,closest,0.0711974110032363
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,PhishingWebsites,MLPClassifier,closest,0.0572270819314941
Original,original,,Agglo,0,40,PhishingWebsites,MLPClassifier,closest,0.0570508507161397
Decoded,decoded,MLP,KIP,4,40,PhishingWebsites,MLPClassifier,centroid,0.09693037264891542
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,PhishingWebsites,MLPClassifier,centroid,0.09601397032907182
Encoded,encoded,MLP,KIP,2,40,PhishingWebsites,MLPClassifier,centroid,0.07363901438687567
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,PhishingWebsites,MLPClassifier,centroid,0.023948220064724978
Original,original,,KIP,1,40,PhishingWebsites,MLPClassifier,centroid,0.05260341568137401
Decoded,decoded,GNN,KIP,4,40,PhishingWebsites,MLPClassifier,centroid,0.09986862763946308
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,PhishingWebsites,MLPClassifier,centroid,0.0828126501970586
Encoded,encoded,GNN,KIP,2,40,PhishingWebsites,MLPClassifier,centroid,0.07846774968759017
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,PhishingWebsites,MLPClassifier,centroid,0.040411419782755
Original,original,,KIP,1,40,PhishingWebsites,MLPClassifier,centroid,0.05260341568137401
Decoded,decoded,MLP,KMeans,4,40,PhishingWebsites,MLPClassifier,centroid,0.05966227690730239
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,PhishingWebsites,MLPClassifier,centroid,0.05685859848120743
Encoded,encoded,MLP,KMeans,1,40,PhishingWebsites,MLPClassifier,centroid,0.04741580954211928
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,MLPClassifier,centroid,0.02430709090326512
Original,original,,KMeans,2,40,PhishingWebsites,MLPClassifier,centroid,0.054772661732192696
Decoded,decoded,GNN,KMeans,1,40,PhishingWebsites,MLPClassifier,centroid,0.05352302220513314
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,PhishingWebsites,MLPClassifier,centroid,0.07016245313851778
Encoded,encoded,GNN,KMeans,3,40,PhishingWebsites,MLPClassifier,centroid,0.05567945144028972
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,MLPClassifier,centroid,0.04429171072447054
Original,original,,KMeans,2,40,PhishingWebsites,MLPClassifier,centroid,0.054772661732192696
Decoded,decoded,MLP,KMeans,3,40,PhishingWebsites,MLPClassifier,closest,0.06482424941523285
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,PhishingWebsites,MLPClassifier,closest,0.056140856804127115
Encoded,encoded,MLP,KMeans,1,40,PhishingWebsites,MLPClassifier,closest,0.04984139190618096
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,MLPClassifier,closest,0.021327181261815535
Original,original,,KMeans,4,40,PhishingWebsites,MLPClassifier,closest,0.067121663622673
Decoded,decoded,GNN,KMeans,1,40,PhishingWebsites,MLPClassifier,closest,0.06153353199397611
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,PhishingWebsites,MLPClassifier,closest,0.0620333878047999
Encoded,encoded,GNN,KMeans,3,40,PhishingWebsites,MLPClassifier,closest,0.06358422249991996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,MLPClassifier,closest,0.051888878208209234
Original,original,,KMeans,4,40,PhishingWebsites,MLPClassifier,closest,0.067121663622673
Decoded,decoded,MLP,Agglo,3,40,PhishingWebsites,XGBClassifier,centroid,0.0734923621519915
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,PhishingWebsites,XGBClassifier,centroid,0.0681984883758011
Encoded,encoded,MLP,Agglo,4,40,PhishingWebsites,XGBClassifier,centroid,0.087380808113021
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,PhishingWebsites,XGBClassifier,centroid,0.050626654335555
Original,original,,Agglo,0,40,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,GNN,Agglo,1,40,PhishingWebsites,XGBClassifier,centroid,0.0799343049398858
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,PhishingWebsites,XGBClassifier,centroid,0.0871256816659755
Encoded,encoded,GNN,Agglo,4,40,PhishingWebsites,XGBClassifier,centroid,0.1387568963867716
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,PhishingWebsites,XGBClassifier,centroid,0.1106929872117867
Original,original,,Agglo,0,40,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,MLP,Agglo,3,40,PhishingWebsites,XGBClassifier,closest,0.0706062442197913
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,PhishingWebsites,XGBClassifier,closest,0.0674968906464266
Encoded,encoded,MLP,Agglo,4,40,PhishingWebsites,XGBClassifier,closest,0.0893739834805625
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,PhishingWebsites,XGBClassifier,closest,0.0408202315272507
Original,original,,Agglo,1,40,PhishingWebsites,XGBClassifier,closest,0.0664285486494244
Decoded,decoded,GNN,Agglo,3,40,PhishingWebsites,XGBClassifier,closest,0.0981280096948049
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,PhishingWebsites,XGBClassifier,closest,0.0867429919954076
Encoded,encoded,GNN,Agglo,4,40,PhishingWebsites,XGBClassifier,closest,0.1043786076474152
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,PhishingWebsites,XGBClassifier,closest,0.081433172816277
Original,original,,Agglo,0,40,PhishingWebsites,XGBClassifier,closest,0.0664285486494244
Decoded,decoded,MLP,KIP,3,40,PhishingWebsites,XGBClassifier,centroid,0.10550435309500268
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,PhishingWebsites,XGBClassifier,centroid,0.09834805625538152
Encoded,encoded,MLP,KIP,4,40,PhishingWebsites,XGBClassifier,centroid,0.11616863858149688
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,PhishingWebsites,XGBClassifier,centroid,0.044098606371782985
Original,original,,KIP,1,40,PhishingWebsites,XGBClassifier,centroid,0.0935995152597505
Decoded,decoded,GNN,KIP,3,40,PhishingWebsites,XGBClassifier,centroid,0.11497273336097195
Decoded-FT,decoded,GNN-MultiHead,KIP,0,40,PhishingWebsites,XGBClassifier,centroid,0.0832668941544152
Encoded,encoded,GNN,KIP,4,40,PhishingWebsites,XGBClassifier,centroid,0.15908090697451924
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,PhishingWebsites,XGBClassifier,centroid,0.08740632075772543
Original,original,,KIP,2,40,PhishingWebsites,XGBClassifier,centroid,0.0935995152597505
Decoded,decoded,MLP,KMeans,0,40,PhishingWebsites,XGBClassifier,centroid,0.06576840896769456
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,PhishingWebsites,XGBClassifier,centroid,0.07038619765921476
Encoded,encoded,MLP,KMeans,3,40,PhishingWebsites,XGBClassifier,centroid,0.09295213190037303
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,PhishingWebsites,XGBClassifier,centroid,0.07520808750837128
Original,original,,KMeans,4,40,PhishingWebsites,XGBClassifier,centroid,0.18481359823962745
Decoded,decoded,GNN,KMeans,1,40,PhishingWebsites,XGBClassifier,centroid,0.0704754919156807
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,PhishingWebsites,XGBClassifier,centroid,0.06649551934177368
Encoded,encoded,GNN,KMeans,3,40,PhishingWebsites,XGBClassifier,centroid,0.14297923908537163
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,PhishingWebsites,XGBClassifier,centroid,0.09709155850368334
Original,original,,KMeans,4,40,PhishingWebsites,XGBClassifier,centroid,0.18481359823962745
Decoded,decoded,MLP,KMeans,1,40,PhishingWebsites,XGBClassifier,closest,0.06662627164588446
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,PhishingWebsites,XGBClassifier,closest,0.07288643684025892
Encoded,encoded,MLP,KMeans,4,40,PhishingWebsites,XGBClassifier,closest,0.09010428293522972
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,PhishingWebsites,XGBClassifier,closest,0.03982204930318582
Original,original,,KMeans,3,40,PhishingWebsites,XGBClassifier,closest,0.0818955895015466
Decoded,decoded,GNN,KMeans,0,40,PhishingWebsites,XGBClassifier,closest,0.06439072615364988
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,PhishingWebsites,XGBClassifier,closest,0.07587779443186524
Encoded,encoded,GNN,KMeans,4,40,PhishingWebsites,XGBClassifier,closest,0.11324744076282793
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,PhishingWebsites,XGBClassifier,closest,0.08338170105558562
Original,original,,KMeans,2,40,PhishingWebsites,XGBClassifier,closest,0.0818955895015466
Decoded,decoded,MLP,Agglo,4,40,Pol,GaussianNB,centroid,0.1119672444629417
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Pol,GaussianNB,centroid,0.0374348994949437
Encoded,encoded,MLP,Agglo,2,40,Pol,GaussianNB,centroid,-0.1014274305125926
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,GaussianNB,centroid,-0.2394348769980092
Original,original,,Agglo,1,40,Pol,GaussianNB,centroid,-0.2186027153800295
Decoded,decoded,GNN,Agglo,3,40,Pol,GaussianNB,centroid,-0.0089425315800722
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Pol,GaussianNB,centroid,0.0569397419601578
Encoded,encoded,GNN,Agglo,2,40,Pol,GaussianNB,centroid,-0.0173901305947066
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Pol,GaussianNB,centroid,-0.0922261841824051
Original,original,,Agglo,0,40,Pol,GaussianNB,centroid,-0.2186027153800295
Decoded,decoded,MLP,Agglo,4,40,Pol,GaussianNB,closest,-0.0522941249254789
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Pol,GaussianNB,closest,-0.0796054037637372
Encoded,encoded,MLP,Agglo,1,40,Pol,GaussianNB,closest,-0.087963015039201
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,GaussianNB,closest,-0.2379613277690916
Original,original,,Agglo,2,40,Pol,GaussianNB,closest,-0.0804377903510648
Decoded,decoded,GNN,Agglo,4,40,Pol,GaussianNB,closest,0.0691555775525584
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Pol,GaussianNB,closest,0.0456800260964443
Encoded,encoded,GNN,Agglo,2,40,Pol,GaussianNB,closest,0.0099098997761555
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Pol,GaussianNB,closest,-0.0968043104127063
Original,original,,Agglo,1,40,Pol,GaussianNB,closest,-0.0804377903510648
Decoded,decoded,MLP,KIP,2,40,Pol,GaussianNB,centroid,-0.03697821171865332
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Pol,GaussianNB,centroid,-0.014991957345811718
Encoded,encoded,MLP,KIP,1,40,Pol,GaussianNB,centroid,-0.04129987289231848
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Pol,GaussianNB,centroid,-0.19025657754131003
Original,original,,KIP,4,40,Pol,GaussianNB,centroid,0.29597867290581653
Decoded,decoded,GNN,KIP,2,40,Pol,GaussianNB,centroid,0.02830564335609264
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Pol,GaussianNB,centroid,0.08832971507632073
Encoded,encoded,GNN,KIP,1,40,Pol,GaussianNB,centroid,0.026917582479387043
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Pol,GaussianNB,centroid,-0.04502986468093726
Original,original,,KIP,4,40,Pol,GaussianNB,centroid,0.29597867290581653
Decoded,decoded,MLP,KMeans,4,40,Pol,GaussianNB,centroid,0.046017480118333745
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Pol,GaussianNB,centroid,0.0438555246847616
Encoded,encoded,MLP,KMeans,2,40,Pol,GaussianNB,centroid,-0.09627338275160016
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,GaussianNB,centroid,-0.24087468082473765
Original,original,,KMeans,1,40,Pol,GaussianNB,centroid,-0.22909078638035574
Decoded,decoded,GNN,KMeans,2,40,Pol,GaussianNB,centroid,-0.06618148277297224
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Pol,GaussianNB,centroid,0.019763557215329304
Encoded,encoded,GNN,KMeans,3,40,Pol,GaussianNB,centroid,0.004627619486844789
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Pol,GaussianNB,centroid,-0.0773894556866627
Original,original,,KMeans,0,40,Pol,GaussianNB,centroid,-0.22909078638035574
Decoded,decoded,MLP,KMeans,3,40,Pol,GaussianNB,closest,-0.06809372223034617
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Pol,GaussianNB,closest,-0.04756301953858794
Encoded,encoded,MLP,KMeans,2,40,Pol,GaussianNB,closest,-0.07938043441581091
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,GaussianNB,closest,-0.24359905962812575
Original,original,,KMeans,1,40,Pol,GaussianNB,closest,-0.10947008470095951
Decoded,decoded,GNN,KMeans,2,40,Pol,GaussianNB,closest,-0.00821588058627018
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Pol,GaussianNB,closest,-0.0031158254687799606
Encoded,encoded,GNN,KMeans,4,40,Pol,GaussianNB,closest,0.017275396227263862
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Pol,GaussianNB,closest,-0.07007345249209802
Original,original,,KMeans,0,40,Pol,GaussianNB,closest,-0.10947008470095951
Decoded,decoded,MLP,Agglo,3,40,Pol,KNeighborsClassifier,centroid,0.2630813589068572
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Pol,KNeighborsClassifier,centroid,0.2883874472441604
Encoded,encoded,MLP,Agglo,2,40,Pol,KNeighborsClassifier,centroid,0.1357235385065397
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,KNeighborsClassifier,centroid,0.0400401153315783
Original,original,,Agglo,1,40,Pol,KNeighborsClassifier,centroid,0.1104341648907274
Decoded,decoded,GNN,Agglo,3,40,Pol,KNeighborsClassifier,centroid,0.2894655467803267
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Pol,KNeighborsClassifier,centroid,0.2910283732397309
Encoded,encoded,GNN,Agglo,2,40,Pol,KNeighborsClassifier,centroid,0.1933308261251097
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Pol,KNeighborsClassifier,centroid,0.1464293176214952
Original,original,,Agglo,0,40,Pol,KNeighborsClassifier,centroid,0.1104341648907274
Decoded,decoded,MLP,Agglo,2,40,Pol,KNeighborsClassifier,closest,0.2940203083866115
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Pol,KNeighborsClassifier,closest,0.3012661401529397
Encoded,encoded,MLP,Agglo,1,40,Pol,KNeighborsClassifier,closest,0.1569010906355773
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,KNeighborsClassifier,closest,0.0552170824453638
Original,original,,Agglo,4,40,Pol,KNeighborsClassifier,closest,0.3065229200618445
Decoded,decoded,GNN,Agglo,2,40,Pol,KNeighborsClassifier,closest,0.2689398687894364
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Pol,KNeighborsClassifier,closest,0.2879361497639046
Encoded,encoded,GNN,Agglo,1,40,Pol,KNeighborsClassifier,closest,0.2233337512013706
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Pol,KNeighborsClassifier,closest,0.1410388199406628
Original,original,,Agglo,4,40,Pol,KNeighborsClassifier,closest,0.3065229200618445
Decoded,decoded,MLP,KIP,2,40,Pol,KNeighborsClassifier,centroid,0.3213956792444946
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,Pol,KNeighborsClassifier,centroid,0.34594960511470474
Encoded,encoded,MLP,KIP,1,40,Pol,KNeighborsClassifier,centroid,0.25255609878400404
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Pol,KNeighborsClassifier,centroid,0.16840416196565128
Original,original,,KIP,4,40,Pol,KNeighborsClassifier,centroid,0.39299151727884335
Decoded,decoded,GNN,KIP,3,40,Pol,KNeighborsClassifier,centroid,0.3576933684342484
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,Pol,KNeighborsClassifier,centroid,0.3479537002214701
Encoded,encoded,GNN,KIP,1,40,Pol,KNeighborsClassifier,centroid,0.31199364840583343
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Pol,KNeighborsClassifier,centroid,0.2175019848731771
Original,original,,KIP,4,40,Pol,KNeighborsClassifier,centroid,0.39299151727884335
Decoded,decoded,MLP,KMeans,3,40,Pol,KNeighborsClassifier,centroid,0.26482637583051266
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Pol,KNeighborsClassifier,centroid,0.2745677155154403
Encoded,encoded,MLP,KMeans,2,40,Pol,KNeighborsClassifier,centroid,0.13789143788391628
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,KNeighborsClassifier,centroid,0.040498098700430404
Original,original,,KMeans,1,40,Pol,KNeighborsClassifier,centroid,0.10451882495507922
Decoded,decoded,GNN,KMeans,3,40,Pol,KNeighborsClassifier,centroid,0.2760569972002841
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Pol,KNeighborsClassifier,centroid,0.27620408674940455
Encoded,encoded,GNN,KMeans,2,40,Pol,KNeighborsClassifier,centroid,0.1951326731018345
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Pol,KNeighborsClassifier,centroid,0.14680205591074347
Original,original,,KMeans,0,40,Pol,KNeighborsClassifier,centroid,0.10451882495507922
Decoded,decoded,MLP,KMeans,3,40,Pol,KNeighborsClassifier,closest,0.29343195019012996
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,Pol,KNeighborsClassifier,closest,0.3075558898499854
Encoded,encoded,MLP,KMeans,1,40,Pol,KNeighborsClassifier,closest,0.1574877773599098
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,KNeighborsClassifier,closest,0.04995863106430988
Original,original,,KMeans,2,40,Pol,KNeighborsClassifier,closest,0.27931135347457275
Decoded,decoded,GNN,KMeans,2,40,Pol,KNeighborsClassifier,closest,0.27026868914796703
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Pol,KNeighborsClassifier,closest,0.28932681459195186
Encoded,encoded,GNN,KMeans,1,40,Pol,KNeighborsClassifier,closest,0.21051021687351135
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Pol,KNeighborsClassifier,closest,0.1537152647194017
Original,original,,KMeans,3,40,Pol,KNeighborsClassifier,closest,0.27931135347457275
Decoded,decoded,MLP,Agglo,3,40,Pol,LogisticRegression,centroid,0.085530858667861
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,Pol,LogisticRegression,centroid,0.0724483511561503
Encoded,encoded,MLP,Agglo,4,40,Pol,LogisticRegression,centroid,0.1324487244088609
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Pol,LogisticRegression,centroid,0.0027714013773025
Original,original,,Agglo,0,40,Pol,LogisticRegression,centroid,-0.0113748763600395
Decoded,decoded,GNN,Agglo,1,40,Pol,LogisticRegression,centroid,0.0721217550342459
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Pol,LogisticRegression,centroid,0.1837056529123043
Encoded,encoded,GNN,Agglo,3,40,Pol,LogisticRegression,centroid,0.1754847619580836
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,Pol,LogisticRegression,centroid,0.1238172554728178
Original,original,,Agglo,0,40,Pol,LogisticRegression,centroid,-0.0113748763600395
Decoded,decoded,MLP,Agglo,1,40,Pol,LogisticRegression,closest,0.0256144672750685
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Pol,LogisticRegression,closest,0.0648339958568949
Encoded,encoded,MLP,Agglo,4,40,Pol,LogisticRegression,closest,0.1521471362185767
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,LogisticRegression,closest,-0.0053935016703058
Original,original,,Agglo,2,40,Pol,LogisticRegression,closest,0.0620999197506672
Decoded,decoded,GNN,Agglo,1,40,Pol,LogisticRegression,closest,0.0640221712110183
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,Pol,LogisticRegression,closest,0.1284829143571655
Encoded,encoded,GNN,Agglo,4,40,Pol,LogisticRegression,closest,0.1771643991564489
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,Pol,LogisticRegression,closest,0.1238172554728178
Original,original,,Agglo,0,40,Pol,LogisticRegression,closest,0.0620999197506672
Decoded,decoded,MLP,KIP,1,40,Pol,LogisticRegression,centroid,0.07606330365974281
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Pol,LogisticRegression,centroid,0.10490267435567247
Encoded,encoded,MLP,KIP,3,40,Pol,LogisticRegression,centroid,0.21006289308176096
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Pol,LogisticRegression,centroid,0.02755538137095722
Original,original,,KIP,4,40,Pol,LogisticRegression,centroid,0.3502864714554989
Decoded,decoded,GNN,KIP,2,40,Pol,LogisticRegression,centroid,0.1694753933150439
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,Pol,LogisticRegression,centroid,0.16394378814176133
Encoded,encoded,GNN,KIP,3,40,Pol,LogisticRegression,centroid,0.20305320717391706
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Pol,LogisticRegression,centroid,0.11136741130582457
Original,original,,KIP,4,40,Pol,LogisticRegression,centroid,0.3502864714554989
Decoded,decoded,MLP,KMeans,4,40,Pol,LogisticRegression,centroid,0.11640445663736632
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Pol,LogisticRegression,centroid,0.09444599966407247
Encoded,encoded,MLP,KMeans,3,40,Pol,LogisticRegression,centroid,0.10960752477464861
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,Pol,LogisticRegression,centroid,-0.0053151186010488
Original,original,,KMeans,0,40,Pol,LogisticRegression,centroid,-0.0246440102271243
Decoded,decoded,GNN,KMeans,1,40,Pol,LogisticRegression,centroid,0.0936155123826586
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,Pol,LogisticRegression,centroid,0.15004385719351285
Encoded,encoded,GNN,KMeans,4,40,Pol,LogisticRegression,centroid,0.16882406733478894
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,Pol,LogisticRegression,centroid,0.13202135005505472
Original,original,,KMeans,0,40,Pol,LogisticRegression,centroid,-0.0246440102271243
Decoded,decoded,MLP,KMeans,3,40,Pol,LogisticRegression,closest,0.047115689677696214
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,Pol,LogisticRegression,closest,0.03886680477016956
Encoded,encoded,MLP,KMeans,4,40,Pol,LogisticRegression,closest,0.13737192766362466
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,LogisticRegression,closest,-0.01730772819737604
Original,original,,KMeans,1,40,Pol,LogisticRegression,closest,0.03723569042420166
Decoded,decoded,GNN,KMeans,1,40,Pol,LogisticRegression,closest,0.07460388556071881
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Pol,LogisticRegression,closest,0.08841610212194159
Encoded,encoded,GNN,KMeans,4,40,Pol,LogisticRegression,closest,0.16758300207155247
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,Pol,LogisticRegression,closest,0.12760950301401555
Original,original,,KMeans,0,40,Pol,LogisticRegression,closest,0.03723569042420166
Decoded,decoded,MLP,Agglo,3,40,Pol,MLPClassifier,centroid,0.2472101824298098
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Pol,MLPClassifier,centroid,0.2765558286971148
Encoded,encoded,MLP,Agglo,2,40,Pol,MLPClassifier,centroid,0.1682785612627765
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,MLPClassifier,centroid,0.0917809548453875
Original,original,,Agglo,1,40,Pol,MLPClassifier,centroid,0.1086007245439255
Decoded,decoded,GNN,Agglo,2,40,Pol,MLPClassifier,centroid,0.2185357096648985
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Pol,MLPClassifier,centroid,0.2908445465131324
Encoded,encoded,GNN,Agglo,3,40,Pol,MLPClassifier,centroid,0.2283526329408721
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,Pol,MLPClassifier,centroid,0.1745131970500711
Original,original,,Agglo,0,40,Pol,MLPClassifier,centroid,0.1086007245439255
Decoded,decoded,MLP,Agglo,2,40,Pol,MLPClassifier,closest,0.1876051235606159
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,Pol,MLPClassifier,closest,0.2220290464484409
Encoded,encoded,MLP,Agglo,1,40,Pol,MLPClassifier,closest,0.1712381938155001
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,MLPClassifier,closest,0.0887242851597878
Original,original,,Agglo,3,40,Pol,MLPClassifier,closest,0.214508668650537
Decoded,decoded,GNN,Agglo,2,40,Pol,MLPClassifier,closest,0.2275035580282055
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,Pol,MLPClassifier,closest,0.2689303273385949
Encoded,encoded,GNN,Agglo,3,40,Pol,MLPClassifier,closest,0.2425766593349722
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,Pol,MLPClassifier,closest,0.1598444171302885
Original,original,,Agglo,1,40,Pol,MLPClassifier,closest,0.214508668650537
Decoded,decoded,MLP,KIP,3,40,Pol,MLPClassifier,centroid,0.23411502134816922
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,Pol,MLPClassifier,centroid,0.2660240652089533
Encoded,encoded,MLP,KIP,2,40,Pol,MLPClassifier,centroid,0.22266463966877997
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Pol,MLPClassifier,centroid,0.08563688704877737
Original,original,,KIP,1,40,Pol,MLPClassifier,centroid,0.14057769439772289
Decoded,decoded,GNN,KIP,4,40,Pol,MLPClassifier,centroid,0.31655130029758055
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,Pol,MLPClassifier,centroid,0.29516108164057453
Encoded,encoded,GNN,KIP,2,40,Pol,MLPClassifier,centroid,0.2775828050200544
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,Pol,MLPClassifier,centroid,0.18601048001035064
Original,original,,KIP,0,40,Pol,MLPClassifier,centroid,0.14057769439772289
Decoded,decoded,MLP,KMeans,4,40,Pol,MLPClassifier,centroid,0.28943103894423594
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Pol,MLPClassifier,centroid,0.26987482209858976
Encoded,encoded,MLP,KMeans,2,40,Pol,MLPClassifier,centroid,0.15297742269375086
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,MLPClassifier,centroid,0.091234312330185
Original,original,,KMeans,1,40,Pol,MLPClassifier,centroid,0.09733956527364472
Decoded,decoded,GNN,KMeans,3,40,Pol,MLPClassifier,centroid,0.22545122266787426
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Pol,MLPClassifier,centroid,0.27572777849657143
Encoded,encoded,GNN,KMeans,2,40,Pol,MLPClassifier,centroid,0.22507277784965715
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,Pol,MLPClassifier,centroid,0.17536388924828572
Original,original,,KMeans,0,40,Pol,MLPClassifier,centroid,0.09733956527364472
Decoded,decoded,MLP,KMeans,4,40,Pol,MLPClassifier,closest,0.21749417777202745
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,Pol,MLPClassifier,closest,0.20463675766593353
Encoded,encoded,MLP,KMeans,1,40,Pol,MLPClassifier,closest,0.16858422823133656
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,MLPClassifier,closest,0.08220985897270021
Original,original,,KMeans,2,40,Pol,MLPClassifier,closest,0.1884493466166386
Decoded,decoded,GNN,KMeans,2,40,Pol,MLPClassifier,closest,0.2255886919394488
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,Pol,MLPClassifier,closest,0.2570756242722215
Encoded,encoded,GNN,KMeans,3,40,Pol,MLPClassifier,closest,0.2282652995212835
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,Pol,MLPClassifier,closest,0.17421076465260713
Original,original,,KMeans,1,40,Pol,MLPClassifier,closest,0.1884493466166386
Decoded,decoded,MLP,Agglo,2,40,Pol,XGBClassifier,centroid,0.1577450219808637
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,Pol,XGBClassifier,centroid,0.1547873028187225
Encoded,encoded,MLP,Agglo,3,40,Pol,XGBClassifier,centroid,0.2173842772174812
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,Pol,XGBClassifier,centroid,0.1155126713214377
Original,original,,Agglo,4,40,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,GNN,Agglo,1,40,Pol,XGBClassifier,centroid,0.1824007628652701
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,Pol,XGBClassifier,centroid,0.1691475950349108
Encoded,encoded,GNN,Agglo,3,40,Pol,XGBClassifier,centroid,0.2565780967158003
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,Pol,XGBClassifier,centroid,0.1922921515386603
Original,original,,Agglo,4,40,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,MLP,Agglo,0,40,Pol,XGBClassifier,closest,0.1227776700284457
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,Pol,XGBClassifier,closest,0.1668606154641841
Encoded,encoded,MLP,Agglo,4,40,Pol,XGBClassifier,closest,0.2536122963537625
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,Pol,XGBClassifier,closest,0.136200543056633
Original,original,,Agglo,2,40,Pol,XGBClassifier,closest,0.1603067623480734
Decoded,decoded,GNN,Agglo,2,40,Pol,XGBClassifier,closest,0.2024502198086371
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,Pol,XGBClassifier,closest,0.1509810576674423
Encoded,encoded,GNN,Agglo,4,40,Pol,XGBClassifier,closest,0.2956749418153607
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,Pol,XGBClassifier,closest,0.2306293638479441
Original,original,,Agglo,1,40,Pol,XGBClassifier,closest,0.1603067623480734
Decoded,decoded,MLP,KIP,1,40,Pol,XGBClassifier,centroid,0.19999030256012407
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,Pol,XGBClassifier,centroid,0.20717933798810445
Encoded,encoded,MLP,KIP,3,40,Pol,XGBClassifier,centroid,0.27789953452288585
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,Pol,XGBClassifier,centroid,0.16475142229118173
Original,original,,KIP,4,40,Pol,XGBClassifier,centroid,0.383254137574347
Decoded,decoded,GNN,KIP,2,40,Pol,XGBClassifier,centroid,0.315979764675459
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,Pol,XGBClassifier,centroid,0.2825252133436772
Encoded,encoded,GNN,KIP,3,40,Pol,XGBClassifier,centroid,0.32342254978019136
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,Pol,XGBClassifier,centroid,0.2170254719420739
Original,original,,KIP,4,40,Pol,XGBClassifier,centroid,0.383254137574347
Decoded,decoded,MLP,KMeans,2,40,Pol,XGBClassifier,centroid,0.16806148176881297
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,Pol,XGBClassifier,centroid,0.1520106025342642
Encoded,encoded,MLP,KMeans,3,40,Pol,XGBClassifier,centroid,0.20091640806826988
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,Pol,XGBClassifier,centroid,0.12606025342642865
Original,original,,KMeans,4,40,Pol,XGBClassifier,centroid,0.4832816136539953
Decoded,decoded,GNN,KMeans,0,40,Pol,XGBClassifier,centroid,0.18865399534522875
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,Pol,XGBClassifier,centroid,0.18883501422291174
Encoded,encoded,GNN,KMeans,3,40,Pol,XGBClassifier,centroid,0.26509729764675455
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,Pol,XGBClassifier,centroid,0.19372252392035166
Original,original,,KMeans,4,40,Pol,XGBClassifier,centroid,0.4832816136539953
Decoded,decoded,MLP,KMeans,1,40,Pol,XGBClassifier,closest,0.1330488750969743
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,Pol,XGBClassifier,closest,0.13187871735195236
Encoded,encoded,MLP,KMeans,4,40,Pol,XGBClassifier,closest,0.21710790018101878
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,Pol,XGBClassifier,closest,0.1379606283941039
Original,original,,KMeans,3,40,Pol,XGBClassifier,closest,0.1536575510731833
Decoded,decoded,GNN,KMeans,1,40,Pol,XGBClassifier,closest,0.17661623997931203
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,Pol,XGBClassifier,closest,0.18036753297129549
Encoded,encoded,GNN,KMeans,4,40,Pol,XGBClassifier,closest,0.2752553659167313
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,Pol,XGBClassifier,closest,0.20107803206620117
Original,original,,KMeans,0,40,Pol,XGBClassifier,closest,0.1536575510731833
Decoded,decoded,MLP,Agglo,2,40,RoadSafety,GaussianNB,centroid,0.007843045864901
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,GaussianNB,centroid,0.1222297401890472
Encoded,encoded,MLP,Agglo,1,40,RoadSafety,GaussianNB,centroid,-0.0566045635700871
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,GaussianNB,centroid,-0.1858977727846188
Original,original,,Agglo,3,40,RoadSafety,GaussianNB,centroid,0.0246738135079995
Decoded,decoded,GNN,Agglo,3,40,RoadSafety,GaussianNB,centroid,0.0612929843838933
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,RoadSafety,GaussianNB,centroid,0.1708657696379451
Encoded,encoded,GNN,Agglo,1,40,RoadSafety,GaussianNB,centroid,-0.1109504817920491
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,GaussianNB,centroid,-0.1306724100356889
Original,original,,Agglo,2,40,RoadSafety,GaussianNB,centroid,0.0246738135079995
Decoded,decoded,MLP,Agglo,3,40,RoadSafety,GaussianNB,closest,0.0054390700492855
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,GaussianNB,closest,0.1512257890102469
Encoded,encoded,MLP,Agglo,2,40,RoadSafety,GaussianNB,closest,-0.077721260771712
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,GaussianNB,closest,-0.1908078724056519
Original,original,,Agglo,1,40,RoadSafety,GaussianNB,closest,-0.0928518302816163
Decoded,decoded,GNN,Agglo,4,40,RoadSafety,GaussianNB,closest,0.14715689408316
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,RoadSafety,GaussianNB,closest,0.121349412194192
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,GaussianNB,closest,-0.0565001114005251
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,GaussianNB,closest,-0.1223717039275616
Original,original,,Agglo,1,40,RoadSafety,GaussianNB,closest,-0.0928518302816163
Decoded,decoded,MLP,KIP,4,40,RoadSafety,GaussianNB,centroid,0.13565025731718547
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,RoadSafety,GaussianNB,centroid,0.11864245226043975
Encoded,encoded,MLP,KIP,1,40,RoadSafety,GaussianNB,centroid,0.01712663387536318
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,RoadSafety,GaussianNB,centroid,-0.14237990441975817
Original,original,,KIP,3,40,RoadSafety,GaussianNB,centroid,0.12221914334989965
Decoded,decoded,GNN,KIP,4,40,RoadSafety,GaussianNB,centroid,0.14382279850010068
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,RoadSafety,GaussianNB,centroid,0.10741708779232913
Encoded,encoded,GNN,KIP,1,40,RoadSafety,GaussianNB,centroid,0.0197083634299403
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,RoadSafety,GaussianNB,centroid,-0.1063180656790561
Original,original,,KIP,3,40,RoadSafety,GaussianNB,centroid,0.12221914334989965
Decoded,decoded,MLP,KMeans,2,40,RoadSafety,GaussianNB,centroid,0.023819889264224778
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,GaussianNB,centroid,0.09873398335398456
Encoded,encoded,MLP,KMeans,1,40,RoadSafety,GaussianNB,centroid,-0.10081613092019881
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,GaussianNB,centroid,-0.18631951647659245
Original,original,,KMeans,3,40,RoadSafety,GaussianNB,centroid,0.026359381890527177
Decoded,decoded,GNN,KMeans,3,40,RoadSafety,GaussianNB,centroid,0.03109752523214132
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,RoadSafety,GaussianNB,centroid,0.12758433876953407
Encoded,encoded,GNN,KMeans,1,40,RoadSafety,GaussianNB,centroid,-0.08437032127644009
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,GaussianNB,centroid,-0.13431316448574648
Original,original,,KMeans,2,40,RoadSafety,GaussianNB,centroid,0.026359381890527177
Decoded,decoded,MLP,KMeans,3,40,RoadSafety,GaussianNB,closest,0.05593748562126166
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,GaussianNB,closest,0.10055993000833116
Encoded,encoded,MLP,KMeans,1,40,RoadSafety,GaussianNB,closest,-0.08663027749988987
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,GaussianNB,closest,-0.19469135130066642
Original,original,,KMeans,2,40,RoadSafety,GaussianNB,closest,-0.058132077159793016
Decoded,decoded,GNN,KMeans,3,40,RoadSafety,GaussianNB,closest,0.10343078517396667
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,RoadSafety,GaussianNB,closest,0.11653104758064352
Encoded,encoded,GNN,KMeans,1,40,RoadSafety,GaussianNB,closest,-0.059611532484171025
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,GaussianNB,closest,-0.12200823568764703
Original,original,,KMeans,2,40,RoadSafety,GaussianNB,closest,-0.058132077159793016
Decoded,decoded,MLP,Agglo,2,40,RoadSafety,KNeighborsClassifier,centroid,0.1172437767228589
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,KNeighborsClassifier,centroid,0.1217296454863835
Encoded,encoded,MLP,Agglo,3,40,RoadSafety,KNeighborsClassifier,centroid,0.1174961273953761
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,KNeighborsClassifier,centroid,-0.0011650329713613
Original,original,,Agglo,1,40,RoadSafety,KNeighborsClassifier,centroid,0.0958232709637708
Decoded,decoded,GNN,Agglo,4,40,RoadSafety,KNeighborsClassifier,centroid,0.1659961733236938
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,RoadSafety,KNeighborsClassifier,centroid,0.1473016491767756
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,KNeighborsClassifier,centroid,0.13725981602264
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,KNeighborsClassifier,centroid,-0.0207585099556081
Original,original,,Agglo,1,40,RoadSafety,KNeighborsClassifier,centroid,0.0958232709637708
Decoded,decoded,MLP,Agglo,2,40,RoadSafety,KNeighborsClassifier,closest,0.1189843970613365
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,KNeighborsClassifier,closest,0.1848394134920646
Encoded,encoded,MLP,Agglo,3,40,RoadSafety,KNeighborsClassifier,closest,0.1324395368036293
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,KNeighborsClassifier,closest,0.0239956316934653
Original,original,,Agglo,1,40,RoadSafety,KNeighborsClassifier,closest,0.086859359031669
Decoded,decoded,GNN,Agglo,2,40,RoadSafety,KNeighborsClassifier,closest,0.1581065075557455
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,RoadSafety,KNeighborsClassifier,closest,0.178525891887266
Encoded,encoded,GNN,Agglo,3,40,RoadSafety,KNeighborsClassifier,closest,0.1615928101048757
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,KNeighborsClassifier,closest,-0.0160254811673541
Original,original,,Agglo,1,40,RoadSafety,KNeighborsClassifier,closest,0.086859359031669
Decoded,decoded,MLP,KIP,2,40,RoadSafety,KNeighborsClassifier,centroid,0.2393261940859878
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,RoadSafety,KNeighborsClassifier,centroid,0.25111595212760635
Encoded,encoded,MLP,KIP,1,40,RoadSafety,KNeighborsClassifier,centroid,0.2275973092672448
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,RoadSafety,KNeighborsClassifier,centroid,0.06331861233261647
Original,original,,KIP,4,40,RoadSafety,KNeighborsClassifier,centroid,0.2743803344740508
Decoded,decoded,GNN,KIP,3,40,RoadSafety,KNeighborsClassifier,centroid,0.2376913143751394
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,RoadSafety,KNeighborsClassifier,centroid,0.2288126439742309
Encoded,encoded,GNN,KIP,1,40,RoadSafety,KNeighborsClassifier,centroid,0.20168358661003447
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,RoadSafety,KNeighborsClassifier,centroid,0.029395504191740196
Original,original,,KIP,4,40,RoadSafety,KNeighborsClassifier,centroid,0.2743803344740508
Decoded,decoded,MLP,KMeans,3,40,RoadSafety,KNeighborsClassifier,centroid,0.11013954313641769
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,KNeighborsClassifier,centroid,0.14872691190701018
Encoded,encoded,MLP,KMeans,2,40,RoadSafety,KNeighborsClassifier,centroid,0.10897794748334355
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,KNeighborsClassifier,centroid,-0.012872267637803862
Original,original,,KMeans,1,40,RoadSafety,KNeighborsClassifier,centroid,0.10407930731320363
Decoded,decoded,GNN,KMeans,4,40,RoadSafety,KNeighborsClassifier,centroid,0.19114189209275229
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,RoadSafety,KNeighborsClassifier,centroid,0.16957472874085747
Encoded,encoded,GNN,KMeans,2,40,RoadSafety,KNeighborsClassifier,centroid,0.15482993095120962
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,KNeighborsClassifier,centroid,-0.01854915034791556
Original,original,,KMeans,1,40,RoadSafety,KNeighborsClassifier,centroid,0.10407930731320363
Decoded,decoded,MLP,KMeans,3,40,RoadSafety,KNeighborsClassifier,closest,0.12348786647942156
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,KNeighborsClassifier,closest,0.16080807133051578
Encoded,encoded,MLP,KMeans,2,40,RoadSafety,KNeighborsClassifier,closest,0.1065369997942858
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,KNeighborsClassifier,closest,0.00780440838744882
Original,original,,KMeans,1,40,RoadSafety,KNeighborsClassifier,closest,0.09429817147247506
Decoded,decoded,GNN,KMeans,2,40,RoadSafety,KNeighborsClassifier,closest,0.16162408871070646
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,RoadSafety,KNeighborsClassifier,closest,0.1859705586655581
Encoded,encoded,GNN,KMeans,3,40,RoadSafety,KNeighborsClassifier,closest,0.16835005086785296
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,KNeighborsClassifier,closest,-0.0020086301255430802
Original,original,,KMeans,1,40,RoadSafety,KNeighborsClassifier,closest,0.09429817147247506
Decoded,decoded,MLP,Agglo,3,40,RoadSafety,LogisticRegression,centroid,0.0233632470271186
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,LogisticRegression,centroid,0.0951047078394963
Encoded,encoded,MLP,Agglo,2,40,RoadSafety,LogisticRegression,centroid,0.0204221359331113
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,RoadSafety,LogisticRegression,centroid,0.0136709038179188
Original,original,,Agglo,0,40,RoadSafety,LogisticRegression,centroid,0.0049331169914473
Decoded,decoded,GNN,Agglo,3,40,RoadSafety,LogisticRegression,centroid,0.123774333571069
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,RoadSafety,LogisticRegression,centroid,0.1282422413799066
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,LogisticRegression,centroid,0.024231369071702
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,RoadSafety,LogisticRegression,centroid,0.0091688951229257
Original,original,,Agglo,0,40,RoadSafety,LogisticRegression,centroid,0.0049331169914473
Decoded,decoded,MLP,Agglo,1,40,RoadSafety,LogisticRegression,closest,0.008484141482522
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,LogisticRegression,closest,0.0951149184893321
Encoded,encoded,MLP,Agglo,3,40,RoadSafety,LogisticRegression,closest,0.0372111905046778
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,LogisticRegression,closest,-0.0008675542126916
Original,original,,Agglo,2,40,RoadSafety,LogisticRegression,closest,0.0153172859291575
Decoded,decoded,GNN,Agglo,4,40,RoadSafety,LogisticRegression,closest,0.1022152226789414
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,RoadSafety,LogisticRegression,closest,0.0804780603539844
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,LogisticRegression,closest,0.0582449846273969
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,LogisticRegression,closest,0.0123650763027202
Original,original,,Agglo,1,40,RoadSafety,LogisticRegression,closest,0.0153172859291575
Decoded,decoded,MLP,KIP,4,40,RoadSafety,LogisticRegression,centroid,0.1674282355729686
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,RoadSafety,LogisticRegression,centroid,0.16352980533597403
Encoded,encoded,MLP,KIP,2,40,RoadSafety,LogisticRegression,centroid,0.11682998699159071
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,RoadSafety,LogisticRegression,centroid,0.028279017270483042
Original,original,,KIP,1,40,RoadSafety,LogisticRegression,centroid,0.1128241188309852
Decoded,decoded,GNN,KIP,4,40,RoadSafety,LogisticRegression,centroid,0.1885518834142426
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,RoadSafety,LogisticRegression,centroid,0.1379287576014752
Encoded,encoded,GNN,KIP,2,40,RoadSafety,LogisticRegression,centroid,0.11371448543182358
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,RoadSafety,LogisticRegression,centroid,0.017893006492600137
Original,original,,KIP,1,40,RoadSafety,LogisticRegression,centroid,0.1128241188309852
Decoded,decoded,MLP,KMeans,2,40,RoadSafety,LogisticRegression,centroid,0.01209909352039478
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,LogisticRegression,centroid,0.06976586835387476
Encoded,encoded,MLP,KMeans,3,40,RoadSafety,LogisticRegression,centroid,0.02063008216641032
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,LogisticRegression,centroid,-0.0013532920668217403
Original,original,,KMeans,1,40,RoadSafety,LogisticRegression,centroid,-0.00107345212149378
Decoded,decoded,GNN,KMeans,4,40,RoadSafety,LogisticRegression,centroid,0.2241592853940948
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,RoadSafety,LogisticRegression,centroid,0.11713627757885929
Encoded,encoded,GNN,KMeans,2,40,RoadSafety,LogisticRegression,centroid,0.02964924518158238
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,LogisticRegression,centroid,-0.015131955923897438
Original,original,,KMeans,1,40,RoadSafety,LogisticRegression,centroid,-0.00107345212149378
Decoded,decoded,MLP,KMeans,2,40,RoadSafety,LogisticRegression,closest,0.026418347792346402
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,LogisticRegression,closest,0.10797403538086173
Encoded,encoded,MLP,KMeans,3,40,RoadSafety,LogisticRegression,closest,0.04269671500887984
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,LogisticRegression,closest,-0.0024603660308384805
Original,original,,KMeans,1,40,RoadSafety,LogisticRegression,closest,0.013707992532246499
Decoded,decoded,GNN,KMeans,3,40,RoadSafety,LogisticRegression,closest,0.10319975852071231
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,RoadSafety,LogisticRegression,closest,0.10560088832860046
Encoded,encoded,GNN,KMeans,2,40,RoadSafety,LogisticRegression,closest,0.06224271317593912
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,LogisticRegression,closest,-0.00123358690950508
Original,original,,KMeans,1,40,RoadSafety,LogisticRegression,closest,0.013707992532246499
Decoded,decoded,MLP,Agglo,3,40,RoadSafety,MLPClassifier,centroid,0.1775125941158694
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,MLPClassifier,centroid,0.2194167823395104
Encoded,encoded,MLP,Agglo,2,40,RoadSafety,MLPClassifier,centroid,0.1297352900750624
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,MLPClassifier,centroid,0.1002014936789564
Original,original,,Agglo,1,40,RoadSafety,MLPClassifier,centroid,0.1281108096620671
Decoded,decoded,GNN,Agglo,3,40,RoadSafety,MLPClassifier,centroid,0.2162631458858028
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,RoadSafety,MLPClassifier,centroid,0.2435281115401593
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,MLPClassifier,centroid,0.1427240405447436
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,MLPClassifier,centroid,0.1186780963924846
Original,original,,Agglo,1,40,RoadSafety,MLPClassifier,centroid,0.1281108096620671
Decoded,decoded,MLP,Agglo,3,40,RoadSafety,MLPClassifier,closest,0.1537026135258854
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,MLPClassifier,closest,0.2179588497920507
Encoded,encoded,MLP,Agglo,2,40,RoadSafety,MLPClassifier,closest,0.1356903101424337
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,RoadSafety,MLPClassifier,closest,0.1014386536889257
Original,original,,Agglo,1,40,RoadSafety,MLPClassifier,closest,0.1353002595977346
Decoded,decoded,GNN,Agglo,4,40,RoadSafety,MLPClassifier,closest,0.2219029544947549
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,RoadSafety,MLPClassifier,closest,0.1979990330502279
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,MLPClassifier,closest,0.1823138249522809
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,MLPClassifier,closest,0.1070758889548815
Original,original,,Agglo,1,40,RoadSafety,MLPClassifier,closest,0.1353002595977346
Decoded,decoded,MLP,KIP,3,40,RoadSafety,MLPClassifier,centroid,0.26385083236393314
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,RoadSafety,MLPClassifier,centroid,0.2662139987239539
Encoded,encoded,MLP,KIP,2,40,RoadSafety,MLPClassifier,centroid,0.21468945533138636
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,RoadSafety,MLPClassifier,centroid,0.12614909034354232
Original,original,,KIP,1,40,RoadSafety,MLPClassifier,centroid,0.21403090642123962
Decoded,decoded,GNN,KIP,4,40,RoadSafety,MLPClassifier,centroid,0.27124758490837436
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,RoadSafety,MLPClassifier,centroid,0.2436502411074811
Encoded,encoded,GNN,KIP,1,40,RoadSafety,MLPClassifier,centroid,0.2040211611067484
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,RoadSafety,MLPClassifier,centroid,0.10879685773975138
Original,original,,KIP,2,40,RoadSafety,MLPClassifier,centroid,0.21403090642123962
Decoded,decoded,MLP,KMeans,3,40,RoadSafety,MLPClassifier,centroid,0.1645608536680771
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,MLPClassifier,centroid,0.20956997667628885
Encoded,encoded,MLP,KMeans,1,40,RoadSafety,MLPClassifier,centroid,0.12472679905775419
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,MLPClassifier,centroid,0.08421175856892299
Original,original,,KMeans,2,40,RoadSafety,MLPClassifier,centroid,0.1319148248924946
Decoded,decoded,GNN,KMeans,4,40,RoadSafety,MLPClassifier,centroid,0.2673183188946039
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,RoadSafety,MLPClassifier,centroid,0.2248903548355909
Encoded,encoded,GNN,KMeans,2,40,RoadSafety,MLPClassifier,centroid,0.14798174369020436
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,MLPClassifier,centroid,0.08326902589153824
Original,original,,KMeans,1,40,RoadSafety,MLPClassifier,centroid,0.1319148248924946
Decoded,decoded,MLP,KMeans,3,40,RoadSafety,MLPClassifier,closest,0.16937049260296694
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,RoadSafety,MLPClassifier,closest,0.2198568498175443
Encoded,encoded,MLP,KMeans,1,40,RoadSafety,MLPClassifier,closest,0.14171945724562157
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,RoadSafety,MLPClassifier,closest,0.09087721130637991
Original,original,,KMeans,2,40,RoadSafety,MLPClassifier,closest,0.15172338256215334
Decoded,decoded,GNN,KMeans,4,40,RoadSafety,MLPClassifier,closest,0.22245590964160775
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,RoadSafety,MLPClassifier,closest,0.2198862689387667
Encoded,encoded,GNN,KMeans,2,40,RoadSafety,MLPClassifier,closest,0.16641792370475192
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,MLPClassifier,closest,0.0865608573205639
Original,original,,KMeans,1,40,RoadSafety,MLPClassifier,closest,0.15172338256215334
Decoded,decoded,MLP,Agglo,1,40,RoadSafety,XGBClassifier,centroid,0.143337128364641
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,RoadSafety,XGBClassifier,centroid,0.1451665311765359
Encoded,encoded,MLP,Agglo,4,40,RoadSafety,XGBClassifier,centroid,0.1783513911065719
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,RoadSafety,XGBClassifier,centroid,0.1539991279788478
Original,original,,Agglo,0,40,RoadSafety,XGBClassifier,centroid,0.1340516214219349
Decoded,decoded,GNN,Agglo,4,40,RoadSafety,XGBClassifier,centroid,0.2909421186561546
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,RoadSafety,XGBClassifier,centroid,0.2250084820193812
Encoded,encoded,GNN,Agglo,2,40,RoadSafety,XGBClassifier,centroid,0.2021782603096286
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,RoadSafety,XGBClassifier,centroid,0.1408242149089899
Original,original,,Agglo,0,40,RoadSafety,XGBClassifier,centroid,0.1340516214219349
Decoded,decoded,MLP,Agglo,1,40,RoadSafety,XGBClassifier,closest,0.1374074789716659
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,RoadSafety,XGBClassifier,closest,0.2162660495235149
Encoded,encoded,MLP,Agglo,3,40,RoadSafety,XGBClassifier,closest,0.2072016898619921
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,40,RoadSafety,XGBClassifier,closest,0.178275456578372
Original,original,,Agglo,0,40,RoadSafety,XGBClassifier,closest,0.1339754598711082
Decoded,decoded,GNN,Agglo,2,40,RoadSafety,XGBClassifier,closest,0.1491264868551811
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,RoadSafety,XGBClassifier,closest,0.1942602831851188
Encoded,encoded,GNN,Agglo,4,40,RoadSafety,XGBClassifier,closest,0.2264604914974486
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,RoadSafety,XGBClassifier,closest,0.1239202100100958
Original,original,,Agglo,1,40,RoadSafety,XGBClassifier,closest,0.1339754598711082
Decoded,decoded,MLP,KIP,1,40,RoadSafety,XGBClassifier,centroid,0.2529102021443975
Decoded-FT,decoded,MLP-MultiHead,KIP,2,40,RoadSafety,XGBClassifier,centroid,0.26675842436925523
Encoded,encoded,MLP,KIP,3,40,RoadSafety,XGBClassifier,centroid,0.26857202640632744
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,RoadSafety,XGBClassifier,centroid,0.18229654854231395
Original,original,,KIP,4,40,RoadSafety,XGBClassifier,centroid,0.2759309757499696
Decoded,decoded,GNN,KIP,3,40,RoadSafety,XGBClassifier,centroid,0.26832064697598323
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,RoadSafety,XGBClassifier,centroid,0.23681489361420033
Encoded,encoded,GNN,KIP,2,40,RoadSafety,XGBClassifier,centroid,0.2669285660228383
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,RoadSafety,XGBClassifier,centroid,0.14277240322393198
Original,original,,KIP,4,40,RoadSafety,XGBClassifier,centroid,0.2759309757499696
Decoded,decoded,MLP,KMeans,0,40,RoadSafety,XGBClassifier,centroid,0.13875522513007527
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,RoadSafety,XGBClassifier,centroid,0.15217651950012656
Encoded,encoded,MLP,KMeans,3,40,RoadSafety,XGBClassifier,centroid,0.18149012603224687
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,RoadSafety,XGBClassifier,centroid,0.1414493444140473
Original,original,,KMeans,4,40,RoadSafety,XGBClassifier,centroid,0.28908034968240715
Decoded,decoded,GNN,KMeans,4,40,RoadSafety,XGBClassifier,centroid,0.3689537894716749
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,RoadSafety,XGBClassifier,centroid,0.1837535325401792
Encoded,encoded,GNN,KMeans,2,40,RoadSafety,XGBClassifier,centroid,0.2307557886547203
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,XGBClassifier,centroid,0.1297728242691764
Original,original,,KMeans,3,40,RoadSafety,XGBClassifier,centroid,0.28908034968240715
Decoded,decoded,MLP,KMeans,1,40,RoadSafety,XGBClassifier,closest,0.14171924707455455
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,RoadSafety,XGBClassifier,closest,0.19499574568678338
Encoded,encoded,MLP,KMeans,4,40,RoadSafety,XGBClassifier,closest,0.19761122614902546
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,40,RoadSafety,XGBClassifier,closest,0.14639685578383993
Original,original,,KMeans,0,40,RoadSafety,XGBClassifier,closest,0.1341886177720104
Decoded,decoded,GNN,KMeans,2,40,RoadSafety,XGBClassifier,closest,0.19629642006566905
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,RoadSafety,XGBClassifier,closest,0.20916831423040844
Encoded,encoded,GNN,KMeans,4,40,RoadSafety,XGBClassifier,closest,0.23296204721086267
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,RoadSafety,XGBClassifier,closest,0.12262858202884153
Original,original,,KMeans,1,40,RoadSafety,XGBClassifier,closest,0.1341886177720104
Decoded,decoded,MLP,Agglo,3,40,TencentCTRSmall,GaussianNB,centroid,0.0222814850999765
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,TencentCTRSmall,GaussianNB,centroid,-0.0064420521582458
Encoded,encoded,MLP,Agglo,1,40,TencentCTRSmall,GaussianNB,centroid,-0.1070240938315872
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TencentCTRSmall,GaussianNB,centroid,-0.1172384701314515
Original,original,,Agglo,4,40,TencentCTRSmall,GaussianNB,centroid,0.0225744286200407
Decoded,decoded,GNN,Agglo,2,40,TencentCTRSmall,GaussianNB,centroid,-0.0767430864073239
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,GaussianNB,centroid,-0.0711877874242593
Encoded,encoded,GNN,Agglo,1,40,TencentCTRSmall,GaussianNB,centroid,-0.1157975203760962
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TencentCTRSmall,GaussianNB,centroid,-0.1170543176415959
Original,original,,Agglo,4,40,TencentCTRSmall,GaussianNB,centroid,0.0225744286200407
Decoded,decoded,MLP,Agglo,2,40,TencentCTRSmall,GaussianNB,closest,0.0241046527199013
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TencentCTRSmall,GaussianNB,closest,0.0387091238959788
Encoded,encoded,MLP,Agglo,0,40,TencentCTRSmall,GaussianNB,closest,-0.0479959745386477
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,TencentCTRSmall,GaussianNB,closest,0.0077887034717865
Original,original,,Agglo,3,40,TencentCTRSmall,GaussianNB,closest,0.0383207225270282
Decoded,decoded,GNN,Agglo,0,40,TencentCTRSmall,GaussianNB,closest,-0.1032359244599916
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,GaussianNB,closest,-0.0266020155518999
Encoded,encoded,GNN,Agglo,2,40,TencentCTRSmall,GaussianNB,closest,-0.0696028779575266
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,TencentCTRSmall,GaussianNB,closest,-0.1015953634538274
Original,original,,Agglo,4,40,TencentCTRSmall,GaussianNB,closest,0.0383207225270282
Decoded,decoded,MLP,KIP,4,40,TencentCTRSmall,GaussianNB,centroid,0.0028261320305719775
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,TencentCTRSmall,GaussianNB,centroid,0.0008203577968870196
Encoded,encoded,MLP,KIP,1,40,TencentCTRSmall,GaussianNB,centroid,-0.053579988170183154
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TencentCTRSmall,GaussianNB,centroid,-0.08000453714633977
Original,original,,KIP,2,40,TencentCTRSmall,GaussianNB,centroid,-0.01529895601190252
Decoded,decoded,GNN,KIP,4,40,TencentCTRSmall,GaussianNB,centroid,0.012122335223617742
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,TencentCTRSmall,GaussianNB,centroid,0.005336209693454702
Encoded,encoded,GNN,KIP,0,40,TencentCTRSmall,GaussianNB,centroid,-0.054343689608176426
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,TencentCTRSmall,GaussianNB,centroid,-0.054059325700441266
Original,original,,KIP,2,40,TencentCTRSmall,GaussianNB,centroid,-0.01529895601190252
Decoded,decoded,MLP,KMeans,3,40,TencentCTRSmall,GaussianNB,centroid,0.01122769808035044
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,TencentCTRSmall,GaussianNB,centroid,0.01815925190418122
Encoded,encoded,MLP,KMeans,1,40,TencentCTRSmall,GaussianNB,centroid,-0.10963129116015861
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,GaussianNB,centroid,-0.15917468767022752
Original,original,,KMeans,2,40,TencentCTRSmall,GaussianNB,centroid,-0.05473011998510545
Decoded,decoded,GNN,KMeans,2,40,TencentCTRSmall,GaussianNB,centroid,-0.0691677138366924
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,TencentCTRSmall,GaussianNB,centroid,-0.01002566347552748
Encoded,encoded,GNN,KMeans,1,40,TencentCTRSmall,GaussianNB,centroid,-0.10299434267319449
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TencentCTRSmall,GaussianNB,centroid,-0.1361253272668002
Original,original,,KMeans,3,40,TencentCTRSmall,GaussianNB,centroid,-0.05473011998510545
Decoded,decoded,MLP,KMeans,4,40,TencentCTRSmall,GaussianNB,closest,0.013332485677941019
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TencentCTRSmall,GaussianNB,closest,0.011632060619985219
Encoded,encoded,MLP,KMeans,1,40,TencentCTRSmall,GaussianNB,closest,-0.0880024749476285
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,GaussianNB,closest,-0.12111888965903568
Original,original,,KMeans,2,40,TencentCTRSmall,GaussianNB,closest,-0.030371673057254002
Decoded,decoded,GNN,KMeans,2,40,TencentCTRSmall,GaussianNB,closest,-0.04877996560039214
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,TencentCTRSmall,GaussianNB,closest,-0.022780609844254878
Encoded,encoded,GNN,KMeans,1,40,TencentCTRSmall,GaussianNB,closest,-0.07108746006567268
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TencentCTRSmall,GaussianNB,closest,-0.11754621541512855
Original,original,,KMeans,3,40,TencentCTRSmall,GaussianNB,closest,-0.030371673057254002
Decoded,decoded,MLP,Agglo,2,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0449064126080933
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.0077130984913711
Encoded,encoded,MLP,Agglo,3,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0158318047392656
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0969471792760079
Original,original,,Agglo,1,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.050345524650919
Decoded,decoded,GNN,Agglo,4,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0225807659192154
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0237726949425372
Encoded,encoded,GNN,Agglo,1,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0482205293302887
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0480835173885373
Original,original,,Agglo,0,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.050345524650919
Decoded,decoded,MLP,Agglo,4,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0244536368060493
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0323155392505522
Encoded,encoded,MLP,Agglo,2,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0307028413132182
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0577248905027514
Original,original,,Agglo,3,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0289531314341329
Decoded,decoded,GNN,Agglo,3,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0093888743308501
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0640057275483846
Encoded,encoded,GNN,Agglo,4,40,TencentCTRSmall,KNeighborsClassifier,closest,0.0096198480140755
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0711481301239095
Original,original,,Agglo,2,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.0289531314341329
Decoded,decoded,MLP,KIP,3,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.016127653202560585
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.00046179762662373924
Encoded,encoded,MLP,KIP,2,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.0047279227342492776
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.026285254370531218
Original,original,,KIP,4,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.0525796054355557
Decoded,decoded,GNN,KIP,2,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.010285965634709699
Decoded-FT,decoded,GNN-MultiHead,KIP,3,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.044487740051660195
Encoded,encoded,GNN,KIP,1,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0010353385991840394
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0029077228315801213
Original,original,,KIP,4,40,TencentCTRSmall,KNeighborsClassifier,centroid,0.0525796054355557
Decoded,decoded,MLP,KMeans,4,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.037630853891363766
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06513633811252946
Encoded,encoded,MLP,KMeans,3,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.039475161906187994
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.08928536667540135
Original,original,,KMeans,1,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0809548534421443
Decoded,decoded,GNN,KMeans,4,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01989735334855692
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.058789503238123694
Encoded,encoded,GNN,KMeans,3,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02353254969490508
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.042836371803990476
Original,original,,KMeans,0,40,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0809548534421443
Decoded,decoded,MLP,KMeans,2,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.030679706509938877
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.06274023883502412
Encoded,encoded,MLP,KMeans,4,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.01832998914386254
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.08907318534047089
Original,original,,KMeans,3,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.02427488488750796
Decoded,decoded,GNN,KMeans,3,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.01557204357428966
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.04921019728222205
Encoded,encoded,GNN,KMeans,4,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.00975648560625906
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.06378441208400394
Original,original,,KMeans,2,40,TencentCTRSmall,KNeighborsClassifier,closest,-0.02427488488750796
Decoded,decoded,MLP,Agglo,2,40,TencentCTRSmall,LogisticRegression,centroid,0.078829350849968
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TencentCTRSmall,LogisticRegression,centroid,0.115917584841117
Encoded,encoded,MLP,Agglo,3,40,TencentCTRSmall,LogisticRegression,centroid,0.0876142595097749
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,TencentCTRSmall,LogisticRegression,centroid,0.0649865909398797
Original,original,,Agglo,0,40,TencentCTRSmall,LogisticRegression,centroid,0.0452590288848556
Decoded,decoded,GNN,Agglo,4,40,TencentCTRSmall,LogisticRegression,centroid,0.1431124235889027
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,LogisticRegression,centroid,0.1078023266340466
Encoded,encoded,GNN,Agglo,1,40,TencentCTRSmall,LogisticRegression,centroid,0.069575590566853
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,TencentCTRSmall,LogisticRegression,centroid,0.0714034859062013
Original,original,,Agglo,0,40,TencentCTRSmall,LogisticRegression,centroid,0.0452590288848556
Decoded,decoded,MLP,Agglo,2,40,TencentCTRSmall,LogisticRegression,closest,0.1071477641828819
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TencentCTRSmall,LogisticRegression,closest,0.1240556355611999
Encoded,encoded,MLP,Agglo,0,40,TencentCTRSmall,LogisticRegression,closest,0.0958582472621697
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,TencentCTRSmall,LogisticRegression,closest,0.09586145747527
Original,original,,Agglo,3,40,TencentCTRSmall,LogisticRegression,closest,0.1163971906783115
Decoded,decoded,GNN,Agglo,0,40,TencentCTRSmall,LogisticRegression,closest,0.0739021552728712
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,LogisticRegression,closest,0.1002856126595396
Encoded,encoded,GNN,Agglo,1,40,TencentCTRSmall,LogisticRegression,closest,0.0809053956619748
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,TencentCTRSmall,LogisticRegression,closest,0.0816482389733996
Original,original,,Agglo,4,40,TencentCTRSmall,LogisticRegression,closest,0.1163971906783115
Decoded,decoded,MLP,KIP,4,40,TencentCTRSmall,LogisticRegression,centroid,0.15160857358033136
Decoded-FT,decoded,MLP-MultiHead,KIP,3,40,TencentCTRSmall,LogisticRegression,centroid,0.12906796598971826
Encoded,encoded,MLP,KIP,1,40,TencentCTRSmall,LogisticRegression,centroid,0.1041919925728509
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TencentCTRSmall,LogisticRegression,centroid,0.0926496713704849
Original,original,,KIP,2,40,TencentCTRSmall,LogisticRegression,centroid,0.11873425791750906
Decoded,decoded,GNN,KIP,2,40,TencentCTRSmall,LogisticRegression,centroid,0.12040854456000502
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,TencentCTRSmall,LogisticRegression,centroid,0.15445882548575332
Encoded,encoded,GNN,KIP,0,40,TencentCTRSmall,LogisticRegression,centroid,0.1167763810497268
Encoded-FT,encoded,GNN-MultiHead,KIP,3,40,TencentCTRSmall,LogisticRegression,centroid,0.12059849286915356
Original,original,,KIP,1,40,TencentCTRSmall,LogisticRegression,centroid,0.11873425791750906
Decoded,decoded,MLP,KMeans,3,40,TencentCTRSmall,LogisticRegression,centroid,0.08707121986171683
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,40,TencentCTRSmall,LogisticRegression,centroid,0.07736266868867284
Encoded,encoded,MLP,KMeans,4,40,TencentCTRSmall,LogisticRegression,centroid,0.09164972209185185
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,TencentCTRSmall,LogisticRegression,centroid,0.05375566040824914
Original,original,,KMeans,0,40,TencentCTRSmall,LogisticRegression,centroid,0.03678724441085842
Decoded,decoded,GNN,KMeans,4,40,TencentCTRSmall,LogisticRegression,centroid,0.11190851021072476
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,TencentCTRSmall,LogisticRegression,centroid,0.1058820734638006
Encoded,encoded,GNN,KMeans,2,40,TencentCTRSmall,LogisticRegression,centroid,0.07588600276463542
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,TencentCTRSmall,LogisticRegression,centroid,0.07136477073621098
Original,original,,KMeans,0,40,TencentCTRSmall,LogisticRegression,centroid,0.03678724441085842
Decoded,decoded,MLP,KMeans,3,40,TencentCTRSmall,LogisticRegression,closest,0.09536339291274833
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,TencentCTRSmall,LogisticRegression,closest,0.07429001321965753
Encoded,encoded,MLP,KMeans,4,40,TencentCTRSmall,LogisticRegression,closest,0.10900278582292848
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,LogisticRegression,closest,0.07146107712922199
Original,original,,KMeans,2,40,TencentCTRSmall,LogisticRegression,closest,0.090002176524482
Decoded,decoded,GNN,KMeans,2,40,TencentCTRSmall,LogisticRegression,closest,0.10039614029658517
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,TencentCTRSmall,LogisticRegression,closest,0.1075998263916755
Encoded,encoded,GNN,KMeans,3,40,TencentCTRSmall,LogisticRegression,closest,0.10087853901917716
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TencentCTRSmall,LogisticRegression,closest,0.07950895296331555
Original,original,,KMeans,1,40,TencentCTRSmall,LogisticRegression,closest,0.090002176524482
Decoded,decoded,MLP,Agglo,3,40,TencentCTRSmall,MLPClassifier,centroid,-0.0937664695655931
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TencentCTRSmall,MLPClassifier,centroid,-0.0262085526381784
Encoded,encoded,MLP,Agglo,0,40,TencentCTRSmall,MLPClassifier,centroid,-0.1234334862969358
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,TencentCTRSmall,MLPClassifier,centroid,-0.1148131758068014
Original,original,,Agglo,2,40,TencentCTRSmall,MLPClassifier,centroid,-0.1008562437931682
Decoded,decoded,GNN,Agglo,4,40,TencentCTRSmall,MLPClassifier,centroid,-0.0134378151643079
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,MLPClassifier,centroid,-0.062308490058652
Encoded,encoded,GNN,Agglo,0,40,TencentCTRSmall,MLPClassifier,centroid,-0.1309268251654575
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,40,TencentCTRSmall,MLPClassifier,centroid,-0.0905508773094046
Original,original,,Agglo,1,40,TencentCTRSmall,MLPClassifier,centroid,-0.1008562437931682
Decoded,decoded,MLP,Agglo,2,40,TencentCTRSmall,MLPClassifier,closest,-0.072676165997017
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,TencentCTRSmall,MLPClassifier,closest,-0.0383540735722262
Encoded,encoded,MLP,Agglo,1,40,TencentCTRSmall,MLPClassifier,closest,-0.077209130592129
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TencentCTRSmall,MLPClassifier,closest,-0.0835922808809902
Original,original,,Agglo,4,40,TencentCTRSmall,MLPClassifier,closest,-0.0242214018894232
Decoded,decoded,GNN,Agglo,2,40,TencentCTRSmall,MLPClassifier,closest,-0.0737201869515131
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,MLPClassifier,closest,-0.0647667234332161
Encoded,encoded,GNN,Agglo,0,40,TencentCTRSmall,MLPClassifier,closest,-0.0887695599602146
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,TencentCTRSmall,MLPClassifier,closest,-0.0794868015843193
Original,original,,Agglo,4,40,TencentCTRSmall,MLPClassifier,closest,-0.0242214018894232
Decoded,decoded,MLP,KIP,3,40,TencentCTRSmall,MLPClassifier,centroid,-0.01997228290267146
Decoded-FT,decoded,MLP-MultiHead,KIP,4,40,TencentCTRSmall,MLPClassifier,centroid,-0.019213882314994997
Encoded,encoded,MLP,KIP,2,40,TencentCTRSmall,MLPClassifier,centroid,-0.060892194226479304
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TencentCTRSmall,MLPClassifier,centroid,-0.08421047555038738
Original,original,,KIP,1,40,TencentCTRSmall,MLPClassifier,centroid,-0.06605728148672287
Decoded,decoded,GNN,KIP,3,40,TencentCTRSmall,MLPClassifier,centroid,-0.031499802075850195
Decoded-FT,decoded,GNN-MultiHead,KIP,4,40,TencentCTRSmall,MLPClassifier,centroid,0.004709051499632242
Encoded,encoded,GNN,KIP,1,40,TencentCTRSmall,MLPClassifier,centroid,-0.05500026621376899
Encoded-FT,encoded,GNN-MultiHead,KIP,2,40,TencentCTRSmall,MLPClassifier,centroid,-0.05414363660354451
Original,original,,KIP,0,40,TencentCTRSmall,MLPClassifier,centroid,-0.06605728148672287
Decoded,decoded,MLP,KMeans,4,40,TencentCTRSmall,MLPClassifier,centroid,-0.07966774978374955
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TencentCTRSmall,MLPClassifier,centroid,-0.08047017209755625
Encoded,encoded,MLP,KMeans,1,40,TencentCTRSmall,MLPClassifier,centroid,-0.10678706216515899
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,MLPClassifier,centroid,-0.11749236660954006
Original,original,,KMeans,2,40,TencentCTRSmall,MLPClassifier,centroid,-0.09932539887696379
Decoded,decoded,GNN,KMeans,4,40,TencentCTRSmall,MLPClassifier,centroid,-0.05393371354318184
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,TencentCTRSmall,MLPClassifier,centroid,-0.054004973953490555
Encoded,encoded,GNN,KMeans,0,40,TencentCTRSmall,MLPClassifier,centroid,-0.13316290507897297
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,TencentCTRSmall,MLPClassifier,centroid,-0.11439498869941848
Original,original,,KMeans,2,40,TencentCTRSmall,MLPClassifier,centroid,-0.09932539887696379
Decoded,decoded,MLP,KMeans,3,40,TencentCTRSmall,MLPClassifier,closest,-0.05952327672882696
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,TencentCTRSmall,MLPClassifier,closest,-0.08658780308823413
Encoded,encoded,MLP,KMeans,2,40,TencentCTRSmall,MLPClassifier,closest,-0.06116469681338268
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,MLPClassifier,closest,-0.10846293571284724
Original,original,,KMeans,4,40,TencentCTRSmall,MLPClassifier,closest,-0.0569601396966398
Decoded,decoded,GNN,KMeans,2,40,TencentCTRSmall,MLPClassifier,closest,-0.06441281344742203
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,TencentCTRSmall,MLPClassifier,closest,-0.06147798026314264
Encoded,encoded,GNN,KMeans,1,40,TencentCTRSmall,MLPClassifier,closest,-0.07830558408458346
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TencentCTRSmall,MLPClassifier,closest,-0.09982765552092641
Original,original,,KMeans,4,40,TencentCTRSmall,MLPClassifier,closest,-0.0569601396966398
Decoded,decoded,MLP,Agglo,0,40,TencentCTRSmall,XGBClassifier,centroid,0.1166670873575288
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,TencentCTRSmall,XGBClassifier,centroid,0.1541486050491996
Encoded,encoded,MLP,Agglo,3,40,TencentCTRSmall,XGBClassifier,centroid,0.1795573401906466
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,40,TencentCTRSmall,XGBClassifier,centroid,0.1263737581715281
Original,original,,Agglo,4,40,TencentCTRSmall,XGBClassifier,centroid,0.1916635167111736
Decoded,decoded,GNN,Agglo,3,40,TencentCTRSmall,XGBClassifier,centroid,0.1701747319898714
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,TencentCTRSmall,XGBClassifier,centroid,0.1284595486922498
Encoded,encoded,GNN,Agglo,0,40,TencentCTRSmall,XGBClassifier,centroid,0.1267293334046154
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,TencentCTRSmall,XGBClassifier,centroid,0.1275565004812338
Original,original,,Agglo,4,40,TencentCTRSmall,XGBClassifier,centroid,0.1916635167111736
Decoded,decoded,MLP,Agglo,1,40,TencentCTRSmall,XGBClassifier,closest,0.1440120456597481
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,TencentCTRSmall,XGBClassifier,closest,0.1477427635815081
Encoded,encoded,MLP,Agglo,3,40,TencentCTRSmall,XGBClassifier,closest,0.149104077403774
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,40,TencentCTRSmall,XGBClassifier,closest,0.1606712470233507
Original,original,,Agglo,0,40,TencentCTRSmall,XGBClassifier,closest,0.1390481025248193
Decoded,decoded,GNN,Agglo,1,40,TencentCTRSmall,XGBClassifier,closest,0.1110409088678551
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,TencentCTRSmall,XGBClassifier,closest,0.0873242916676399
Encoded,encoded,GNN,Agglo,4,40,TencentCTRSmall,XGBClassifier,closest,0.1733670701274945
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,TencentCTRSmall,XGBClassifier,closest,0.1424605586638775
Original,original,,Agglo,2,40,TencentCTRSmall,XGBClassifier,closest,0.1390481025248193
Decoded,decoded,MLP,KIP,2,40,TencentCTRSmall,XGBClassifier,centroid,0.1614421930776651
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TencentCTRSmall,XGBClassifier,centroid,0.15427293095741762
Encoded,encoded,MLP,KIP,3,40,TencentCTRSmall,XGBClassifier,centroid,0.16368131365921557
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TencentCTRSmall,XGBClassifier,centroid,0.14846366571412842
Original,original,,KIP,4,40,TencentCTRSmall,XGBClassifier,centroid,0.18697650836095653
Decoded,decoded,GNN,KIP,0,40,TencentCTRSmall,XGBClassifier,centroid,0.15285928423708964
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,TencentCTRSmall,XGBClassifier,centroid,0.17101384564178113
Encoded,encoded,GNN,KIP,3,40,TencentCTRSmall,XGBClassifier,centroid,0.17147681462913017
Encoded-FT,encoded,GNN-MultiHead,KIP,1,40,TencentCTRSmall,XGBClassifier,centroid,0.16471947418763672
Original,original,,KIP,4,40,TencentCTRSmall,XGBClassifier,centroid,0.18697650836095653
Decoded,decoded,MLP,KMeans,2,40,TencentCTRSmall,XGBClassifier,centroid,0.12559534942713663
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,XGBClassifier,centroid,0.10081950057357672
Encoded,encoded,MLP,KMeans,3,40,TencentCTRSmall,XGBClassifier,centroid,0.14703992241310782
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,TencentCTRSmall,XGBClassifier,centroid,0.11616134900351927
Original,original,,KMeans,4,40,TencentCTRSmall,XGBClassifier,centroid,0.21161599066348485
Decoded,decoded,GNN,KMeans,2,40,TencentCTRSmall,XGBClassifier,centroid,0.12855311452078005
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,TencentCTRSmall,XGBClassifier,centroid,0.13716618768007066
Encoded,encoded,GNN,KMeans,0,40,TencentCTRSmall,XGBClassifier,centroid,0.12741129158313594
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,TencentCTRSmall,XGBClassifier,centroid,0.1274431804730875
Original,original,,KMeans,4,40,TencentCTRSmall,XGBClassifier,centroid,0.21161599066348485
Decoded,decoded,MLP,KMeans,3,40,TencentCTRSmall,XGBClassifier,closest,0.14262558445327247
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,TencentCTRSmall,XGBClassifier,closest,0.11209512358669424
Encoded,encoded,MLP,KMeans,4,40,TencentCTRSmall,XGBClassifier,closest,0.17688362765754465
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,TencentCTRSmall,XGBClassifier,closest,0.1319099767543475
Original,original,,KMeans,2,40,TencentCTRSmall,XGBClassifier,closest,0.13252818850880552
Decoded,decoded,GNN,KMeans,0,40,TencentCTRSmall,XGBClassifier,closest,0.11537362757445171
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,TencentCTRSmall,XGBClassifier,closest,0.11861876894774656
Encoded,encoded,GNN,KMeans,4,40,TencentCTRSmall,XGBClassifier,closest,0.16125763259953868
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,TencentCTRSmall,XGBClassifier,closest,0.141855485006656
Original,original,,KMeans,2,40,TencentCTRSmall,XGBClassifier,closest,0.13252818850880552
Decoded,decoded,MLP,Agglo,2,40,TwoDPlanes,GaussianNB,centroid,0.0168789794558169
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TwoDPlanes,GaussianNB,centroid,0.1279976787971969
Encoded,encoded,MLP,Agglo,3,40,TwoDPlanes,GaussianNB,centroid,0.0263661532985773
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,GaussianNB,centroid,-0.1198801657835292
Original,original,,Agglo,1,40,TwoDPlanes,GaussianNB,centroid,-0.0185410450027435
Decoded,decoded,GNN,Agglo,2,40,TwoDPlanes,GaussianNB,centroid,0.0507347381313522
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,TwoDPlanes,GaussianNB,centroid,0.2547319172546367
Encoded,encoded,GNN,Agglo,3,40,TwoDPlanes,GaussianNB,centroid,0.1672889825880617
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,GaussianNB,centroid,-0.0616683539059832
Original,original,,Agglo,1,40,TwoDPlanes,GaussianNB,centroid,-0.0185410450027435
Decoded,decoded,MLP,Agglo,3,40,TwoDPlanes,GaussianNB,closest,-0.0115225361156292
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,TwoDPlanes,GaussianNB,closest,-0.0131857288462756
Encoded,encoded,MLP,Agglo,4,40,TwoDPlanes,GaussianNB,closest,0.0158769794340689
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,GaussianNB,closest,-0.1259609904258339
Original,original,,Agglo,1,40,TwoDPlanes,GaussianNB,closest,-0.0326129391673533
Decoded,decoded,GNN,Agglo,3,40,TwoDPlanes,GaussianNB,closest,0.1263642569777315
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,TwoDPlanes,GaussianNB,closest,0.0142926895637906
Encoded,encoded,GNN,Agglo,4,40,TwoDPlanes,GaussianNB,closest,0.161731237496549
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,GaussianNB,closest,-0.064735951246254
Original,original,,Agglo,1,40,TwoDPlanes,GaussianNB,closest,-0.0326129391673533
Decoded,decoded,MLP,KIP,3,40,TwoDPlanes,GaussianNB,centroid,0.08364851600295882
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TwoDPlanes,GaussianNB,centroid,0.01507393396931252
Encoded,encoded,MLP,KIP,4,40,TwoDPlanes,GaussianNB,centroid,0.17114424265056333
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TwoDPlanes,GaussianNB,centroid,-0.09361300573749756
Original,original,,KIP,2,40,TwoDPlanes,GaussianNB,centroid,0.06839272088623698
Decoded,decoded,GNN,KIP,3,40,TwoDPlanes,GaussianNB,centroid,0.12436520328161645
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,TwoDPlanes,GaussianNB,centroid,0.0315866980651428
Encoded,encoded,GNN,KIP,4,40,TwoDPlanes,GaussianNB,centroid,0.23694448076480876
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,TwoDPlanes,GaussianNB,centroid,-0.04474802669913646
Original,original,,KIP,2,40,TwoDPlanes,GaussianNB,centroid,0.06839272088623698
Decoded,decoded,MLP,KMeans,1,40,TwoDPlanes,GaussianNB,centroid,0.01521386388235498
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TwoDPlanes,GaussianNB,centroid,0.145868089269768
Encoded,encoded,MLP,KMeans,2,40,TwoDPlanes,GaussianNB,centroid,0.02642113334212102
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,GaussianNB,centroid,-0.12539794226644538
Original,original,,KMeans,4,40,TwoDPlanes,GaussianNB,centroid,0.22272243246777118
Decoded,decoded,GNN,KMeans,1,40,TwoDPlanes,GaussianNB,centroid,0.0209915689309976
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,TwoDPlanes,GaussianNB,centroid,0.2392721947115723
Encoded,encoded,GNN,KMeans,2,40,TwoDPlanes,GaussianNB,centroid,0.11793609213095815
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,GaussianNB,centroid,-0.0641108018944111
Original,original,,KMeans,3,40,TwoDPlanes,GaussianNB,centroid,0.22272243246777118
Decoded,decoded,MLP,KMeans,3,40,TwoDPlanes,GaussianNB,closest,-0.00748019007765358
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,TwoDPlanes,GaussianNB,closest,-0.019806129704632656
Encoded,encoded,MLP,KMeans,4,40,TwoDPlanes,GaussianNB,closest,0.0443888794441208
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,GaussianNB,closest,-0.1260397871983224
Original,original,,KMeans,2,40,TwoDPlanes,GaussianNB,closest,-0.0105180430287133
Decoded,decoded,GNN,KMeans,3,40,TwoDPlanes,GaussianNB,closest,0.03689077377581892
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,TwoDPlanes,GaussianNB,closest,-0.000493030158927501
Encoded,encoded,GNN,KMeans,4,40,TwoDPlanes,GaussianNB,closest,0.14818484964297457
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,GaussianNB,closest,-0.06220050397047133
Original,original,,KMeans,1,40,TwoDPlanes,GaussianNB,closest,-0.0105180430287133
Decoded,decoded,MLP,Agglo,3,40,TwoDPlanes,KNeighborsClassifier,centroid,0.1031888774861716
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TwoDPlanes,KNeighborsClassifier,centroid,0.1351853482918451
Encoded,encoded,MLP,Agglo,2,40,TwoDPlanes,KNeighborsClassifier,centroid,0.0842107322082668
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,KNeighborsClassifier,centroid,-0.0144990129921483
Original,original,,Agglo,1,40,TwoDPlanes,KNeighborsClassifier,centroid,0.0179171147653423
Decoded,decoded,GNN,Agglo,3,40,TwoDPlanes,KNeighborsClassifier,centroid,0.1133149315184975
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,40,TwoDPlanes,KNeighborsClassifier,centroid,0.0782555974366609
Encoded,encoded,GNN,Agglo,4,40,TwoDPlanes,KNeighborsClassifier,centroid,0.160619276859509
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,TwoDPlanes,KNeighborsClassifier,centroid,0.0200327339449885
Original,original,,Agglo,0,40,TwoDPlanes,KNeighborsClassifier,centroid,0.0179171147653423
Decoded,decoded,MLP,Agglo,2,40,TwoDPlanes,KNeighborsClassifier,closest,0.1040640900377913
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,TwoDPlanes,KNeighborsClassifier,closest,0.1348424078634553
Encoded,encoded,MLP,Agglo,4,40,TwoDPlanes,KNeighborsClassifier,closest,0.2059949922264493
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,KNeighborsClassifier,closest,-0.0077137585872728
Original,original,,Agglo,1,40,TwoDPlanes,KNeighborsClassifier,closest,0.098346307990957
Decoded,decoded,GNN,Agglo,2,40,TwoDPlanes,KNeighborsClassifier,closest,0.1188914029004233
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,40,TwoDPlanes,KNeighborsClassifier,closest,0.131453001583757
Encoded,encoded,GNN,Agglo,4,40,TwoDPlanes,KNeighborsClassifier,closest,0.2386672126228314
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,KNeighborsClassifier,closest,0.0230745148177672
Original,original,,Agglo,1,40,TwoDPlanes,KNeighborsClassifier,closest,0.098346307990957
Decoded,decoded,MLP,KIP,2,40,TwoDPlanes,KNeighborsClassifier,centroid,0.26452073958008054
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TwoDPlanes,KNeighborsClassifier,centroid,0.2025357446293162
Encoded,encoded,MLP,KIP,4,40,TwoDPlanes,KNeighborsClassifier,centroid,0.32086271302890185
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TwoDPlanes,KNeighborsClassifier,centroid,0.07505244247841918
Original,original,,KIP,3,40,TwoDPlanes,KNeighborsClassifier,centroid,0.27137844717792114
Decoded,decoded,GNN,KIP,2,40,TwoDPlanes,KNeighborsClassifier,centroid,0.2701560777172348
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,TwoDPlanes,KNeighborsClassifier,centroid,0.21316421575919015
Encoded,encoded,GNN,KIP,4,40,TwoDPlanes,KNeighborsClassifier,centroid,0.3782933466511656
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,TwoDPlanes,KNeighborsClassifier,centroid,0.07701218070992884
Original,original,,KIP,3,40,TwoDPlanes,KNeighborsClassifier,centroid,0.27137844717792114
Decoded,decoded,MLP,KMeans,4,40,TwoDPlanes,KNeighborsClassifier,centroid,0.11132884028275718
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TwoDPlanes,KNeighborsClassifier,centroid,0.10961600041977404
Encoded,encoded,MLP,KMeans,2,40,TwoDPlanes,KNeighborsClassifier,centroid,0.08915050329553098
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,KNeighborsClassifier,centroid,-0.00709454497497396
Original,original,,KMeans,1,40,TwoDPlanes,KNeighborsClassifier,centroid,0.018076813970980682
Decoded,decoded,GNN,KMeans,3,40,TwoDPlanes,KNeighborsClassifier,centroid,0.11276329872149274
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,40,TwoDPlanes,KNeighborsClassifier,centroid,0.08237386925115064
Encoded,encoded,GNN,KMeans,4,40,TwoDPlanes,KNeighborsClassifier,centroid,0.16850815994423
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,KNeighborsClassifier,centroid,0.012108725233739358
Original,original,,KMeans,1,40,TwoDPlanes,KNeighborsClassifier,centroid,0.018076813970980682
Decoded,decoded,MLP,KMeans,1,40,TwoDPlanes,KNeighborsClassifier,closest,0.1166271293520229
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TwoDPlanes,KNeighborsClassifier,closest,0.1287220338990991
Encoded,encoded,MLP,KMeans,4,40,TwoDPlanes,KNeighborsClassifier,closest,0.20433691976248092
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,KNeighborsClassifier,closest,0.0033172693227839405
Original,original,,KMeans,2,40,TwoDPlanes,KNeighborsClassifier,closest,0.12697480629370644
Decoded,decoded,GNN,KMeans,1,40,TwoDPlanes,KNeighborsClassifier,closest,0.12271291646238203
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,40,TwoDPlanes,KNeighborsClassifier,closest,0.12829867581424334
Encoded,encoded,GNN,KMeans,4,40,TwoDPlanes,KNeighborsClassifier,closest,0.21800877637028004
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,KNeighborsClassifier,closest,0.021850540751934298
Original,original,,KMeans,2,40,TwoDPlanes,KNeighborsClassifier,closest,0.12697480629370644
Decoded,decoded,MLP,Agglo,3,40,TwoDPlanes,LogisticRegression,centroid,0.0286625223644758
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TwoDPlanes,LogisticRegression,centroid,0.0582924428053505
Encoded,encoded,MLP,Agglo,1,40,TwoDPlanes,LogisticRegression,centroid,0.0068537639950893
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,LogisticRegression,centroid,-0.1000908284642138
Original,original,,Agglo,2,40,TwoDPlanes,LogisticRegression,centroid,0.0101758365287463
Decoded,decoded,GNN,Agglo,3,40,TwoDPlanes,LogisticRegression,centroid,0.0273164268484379
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,TwoDPlanes,LogisticRegression,centroid,0.0516495786358539
Encoded,encoded,GNN,Agglo,2,40,TwoDPlanes,LogisticRegression,centroid,0.0199734239320897
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,LogisticRegression,centroid,-0.0135324933034662
Original,original,,Agglo,1,40,TwoDPlanes,LogisticRegression,centroid,0.0101758365287463
Decoded,decoded,MLP,Agglo,2,40,TwoDPlanes,LogisticRegression,closest,0.0258591494018718
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TwoDPlanes,LogisticRegression,closest,0.058723400875929
Encoded,encoded,MLP,Agglo,3,40,TwoDPlanes,LogisticRegression,closest,0.0454767399203588
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,LogisticRegression,closest,-0.0956109523936394
Original,original,,Agglo,1,40,TwoDPlanes,LogisticRegression,closest,0.0162711809263042
Decoded,decoded,GNN,Agglo,3,40,TwoDPlanes,LogisticRegression,closest,0.035887042232738
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,TwoDPlanes,LogisticRegression,closest,0.0544966942589135
Encoded,encoded,GNN,Agglo,2,40,TwoDPlanes,LogisticRegression,closest,0.035192027077155
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,LogisticRegression,closest,-0.0125638143292502
Original,original,,Agglo,1,40,TwoDPlanes,LogisticRegression,closest,0.0162711809263042
Decoded,decoded,MLP,KIP,4,40,TwoDPlanes,LogisticRegression,centroid,0.09430035055611445
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TwoDPlanes,LogisticRegression,centroid,0.04191196286830922
Encoded,encoded,MLP,KIP,3,40,TwoDPlanes,LogisticRegression,centroid,0.07165642119199311
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TwoDPlanes,LogisticRegression,centroid,-0.08083556551126275
Original,original,,KIP,2,40,TwoDPlanes,LogisticRegression,centroid,0.060465793367613443
Decoded,decoded,GNN,KIP,3,40,TwoDPlanes,LogisticRegression,centroid,0.09978976624127184
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,TwoDPlanes,LogisticRegression,centroid,0.06202900106365744
Encoded,encoded,GNN,KIP,4,40,TwoDPlanes,LogisticRegression,centroid,0.12551397305810758
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,TwoDPlanes,LogisticRegression,centroid,-0.0038342907617550997
Original,original,,KIP,1,40,TwoDPlanes,LogisticRegression,centroid,0.060465793367613443
Decoded,decoded,MLP,KMeans,2,40,TwoDPlanes,LogisticRegression,centroid,0.026935500646597083
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,40,TwoDPlanes,LogisticRegression,centroid,0.04448454366221994
Encoded,encoded,MLP,KMeans,3,40,TwoDPlanes,LogisticRegression,centroid,0.03340977304540102
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,LogisticRegression,centroid,-0.09906216504522086
Original,original,,KMeans,1,40,TwoDPlanes,LogisticRegression,centroid,0.01567229715189794
Decoded,decoded,GNN,KMeans,1,40,TwoDPlanes,LogisticRegression,centroid,0.0082865378664135
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,TwoDPlanes,LogisticRegression,centroid,0.05835035219566376
Encoded,encoded,GNN,KMeans,2,40,TwoDPlanes,LogisticRegression,centroid,0.0148750663505068
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,LogisticRegression,centroid,-0.01205893564564422
Original,original,,KMeans,3,40,TwoDPlanes,LogisticRegression,centroid,0.01567229715189794
Decoded,decoded,MLP,KMeans,1,40,TwoDPlanes,LogisticRegression,closest,0.01687800626717672
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TwoDPlanes,LogisticRegression,closest,0.042070819815591576
Encoded,encoded,MLP,KMeans,4,40,TwoDPlanes,LogisticRegression,closest,0.04669939531375834
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,LogisticRegression,closest,-0.09698741799692182
Original,original,,KMeans,2,40,TwoDPlanes,LogisticRegression,closest,0.03313334248748294
Decoded,decoded,GNN,KMeans,1,40,TwoDPlanes,LogisticRegression,closest,0.01132377715247182
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,40,TwoDPlanes,LogisticRegression,closest,0.03347790400029504
Encoded,encoded,GNN,KMeans,2,40,TwoDPlanes,LogisticRegression,closest,0.018954495336507123
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,LogisticRegression,closest,-0.015109022336808539
Original,original,,KMeans,3,40,TwoDPlanes,LogisticRegression,closest,0.03313334248748294
Decoded,decoded,MLP,Agglo,2,40,TwoDPlanes,MLPClassifier,centroid,0.1190480276856516
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,40,TwoDPlanes,MLPClassifier,centroid,0.1332515583247919
Encoded,encoded,MLP,Agglo,1,40,TwoDPlanes,MLPClassifier,centroid,0.1179239788764866
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,MLPClassifier,centroid,0.0299195041919559
Original,original,,Agglo,4,40,TwoDPlanes,MLPClassifier,centroid,0.1441596030313618
Decoded,decoded,GNN,Agglo,2,40,TwoDPlanes,MLPClassifier,centroid,0.1328955446979884
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,TwoDPlanes,MLPClassifier,centroid,0.152895867358579
Encoded,encoded,GNN,Agglo,1,40,TwoDPlanes,MLPClassifier,centroid,0.1312399068449124
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,MLPClassifier,centroid,0.0829296071298378
Original,original,,Agglo,3,40,TwoDPlanes,MLPClassifier,centroid,0.1441596030313618
Decoded,decoded,MLP,Agglo,1,40,TwoDPlanes,MLPClassifier,closest,0.1128588369069709
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,40,TwoDPlanes,MLPClassifier,closest,0.1518303436884498
Encoded,encoded,MLP,Agglo,3,40,TwoDPlanes,MLPClassifier,closest,0.1237312402043333
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,MLPClassifier,closest,0.0222144379401255
Original,original,,Agglo,2,40,TwoDPlanes,MLPClassifier,closest,0.1149553298151886
Decoded,decoded,GNN,Agglo,3,40,TwoDPlanes,MLPClassifier,closest,0.155020163998538
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,40,TwoDPlanes,MLPClassifier,closest,0.159267327045342
Encoded,encoded,GNN,Agglo,2,40,TwoDPlanes,MLPClassifier,closest,0.1280205093140212
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,MLPClassifier,closest,0.0853822852928326
Original,original,,Agglo,1,40,TwoDPlanes,MLPClassifier,closest,0.1149553298151886
Decoded,decoded,MLP,KIP,4,40,TwoDPlanes,MLPClassifier,centroid,0.1974599975239803
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TwoDPlanes,MLPClassifier,centroid,0.1351167539337703
Encoded,encoded,MLP,KIP,3,40,TwoDPlanes,MLPClassifier,centroid,0.1883897222761896
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TwoDPlanes,MLPClassifier,centroid,0.028156507320390663
Original,original,,KIP,2,40,TwoDPlanes,MLPClassifier,centroid,0.14333241340739417
Decoded,decoded,GNN,KIP,4,40,TwoDPlanes,MLPClassifier,centroid,0.21313299543217862
Decoded-FT,decoded,GNN-MultiHead,KIP,2,40,TwoDPlanes,MLPClassifier,centroid,0.16539202003150164
Encoded,encoded,GNN,KIP,3,40,TwoDPlanes,MLPClassifier,centroid,0.211011032932662
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,TwoDPlanes,MLPClassifier,centroid,0.09402292995496239
Original,original,,KIP,1,40,TwoDPlanes,MLPClassifier,centroid,0.14333241340739417
Decoded,decoded,MLP,KMeans,3,40,TwoDPlanes,MLPClassifier,centroid,0.12574516861533053
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,40,TwoDPlanes,MLPClassifier,centroid,0.12567363407588739
Encoded,encoded,MLP,KMeans,2,40,TwoDPlanes,MLPClassifier,centroid,0.1257272048874154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,MLPClassifier,centroid,0.02597687782170676
Original,original,,KMeans,4,40,TwoDPlanes,MLPClassifier,centroid,0.13192985129923512
Decoded,decoded,GNN,KMeans,3,40,TwoDPlanes,MLPClassifier,centroid,0.1299826861700118
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,TwoDPlanes,MLPClassifier,centroid,0.11988600698823329
Encoded,encoded,GNN,KMeans,2,40,TwoDPlanes,MLPClassifier,centroid,0.12549766963537284
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,MLPClassifier,centroid,0.08719070636810708
Original,original,,KMeans,4,40,TwoDPlanes,MLPClassifier,centroid,0.13192985129923512
Decoded,decoded,MLP,KMeans,1,40,TwoDPlanes,MLPClassifier,closest,0.11771000456072725
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,40,TwoDPlanes,MLPClassifier,closest,0.12933935587334947
Encoded,encoded,MLP,KMeans,4,40,TwoDPlanes,MLPClassifier,closest,0.1310329120667508
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,MLPClassifier,closest,0.02321034930411706
Original,original,,KMeans,2,40,TwoDPlanes,MLPClassifier,closest,0.1275549970399894
Decoded,decoded,GNN,KMeans,2,40,TwoDPlanes,MLPClassifier,closest,0.11921626886734908
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,TwoDPlanes,MLPClassifier,closest,0.11571059587630599
Encoded,encoded,GNN,KMeans,4,40,TwoDPlanes,MLPClassifier,closest,0.1321006211330786
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,MLPClassifier,closest,0.0808671308860098
Original,original,,KMeans,3,40,TwoDPlanes,MLPClassifier,closest,0.1275549970399894
Decoded,decoded,MLP,Agglo,2,40,TwoDPlanes,XGBClassifier,centroid,0.1122550724398263
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,40,TwoDPlanes,XGBClassifier,centroid,0.0352264564469946
Encoded,encoded,MLP,Agglo,4,40,TwoDPlanes,XGBClassifier,centroid,0.1609119943456227
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,TwoDPlanes,XGBClassifier,centroid,0.1123775946560122
Original,original,,Agglo,1,40,TwoDPlanes,XGBClassifier,centroid,0.1055839786829699
Decoded,decoded,GNN,Agglo,3,40,TwoDPlanes,XGBClassifier,centroid,0.1494982698039008
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,40,TwoDPlanes,XGBClassifier,centroid,0.0861303646705124
Encoded,encoded,GNN,Agglo,4,40,TwoDPlanes,XGBClassifier,centroid,0.1946709375066144
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,40,TwoDPlanes,XGBClassifier,centroid,0.0913555127224923
Original,original,,Agglo,2,40,TwoDPlanes,XGBClassifier,centroid,0.1055839786829699
Decoded,decoded,MLP,Agglo,1,40,TwoDPlanes,XGBClassifier,closest,0.0496111152888739
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,40,TwoDPlanes,XGBClassifier,closest,0.049613983318279
Encoded,encoded,MLP,Agglo,4,40,TwoDPlanes,XGBClassifier,closest,0.2026449196616207
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,40,TwoDPlanes,XGBClassifier,closest,0.0574531680912454
Original,original,,Agglo,0,40,TwoDPlanes,XGBClassifier,closest,0.031766465772679
Decoded,decoded,GNN,Agglo,2,40,TwoDPlanes,XGBClassifier,closest,0.1054904809243635
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,40,TwoDPlanes,XGBClassifier,closest,0.079513763472353
Encoded,encoded,GNN,Agglo,4,40,TwoDPlanes,XGBClassifier,closest,0.2611826617526998
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,40,TwoDPlanes,XGBClassifier,closest,0.1060846792565127
Original,original,,Agglo,0,40,TwoDPlanes,XGBClassifier,closest,0.031766465772679
Decoded,decoded,MLP,KIP,2,40,TwoDPlanes,XGBClassifier,centroid,0.19662810371689157
Decoded-FT,decoded,MLP-MultiHead,KIP,1,40,TwoDPlanes,XGBClassifier,centroid,0.10960620636974419
Encoded,encoded,MLP,KIP,3,40,TwoDPlanes,XGBClassifier,centroid,0.2565651458826025
Encoded-FT,encoded,MLP-MultiHead,KIP,0,40,TwoDPlanes,XGBClassifier,centroid,0.06992082460663684
Original,original,,KIP,4,40,TwoDPlanes,XGBClassifier,centroid,0.26317969357170795
Decoded,decoded,GNN,KIP,2,40,TwoDPlanes,XGBClassifier,centroid,0.20232285143154533
Decoded-FT,decoded,GNN-MultiHead,KIP,1,40,TwoDPlanes,XGBClassifier,centroid,0.15977667916955401
Encoded,encoded,GNN,KIP,4,40,TwoDPlanes,XGBClassifier,centroid,0.3360369902371705
Encoded-FT,encoded,GNN-MultiHead,KIP,0,40,TwoDPlanes,XGBClassifier,centroid,0.09346382408241845
Original,original,,KIP,3,40,TwoDPlanes,XGBClassifier,centroid,0.26317969357170795
Decoded,decoded,MLP,KMeans,2,40,TwoDPlanes,XGBClassifier,centroid,0.0661781150656839
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,XGBClassifier,centroid,0.037665130378035525
Encoded,encoded,MLP,KMeans,4,40,TwoDPlanes,XGBClassifier,centroid,0.16077766732040527
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,40,TwoDPlanes,XGBClassifier,centroid,0.06144461608644425
Original,original,,KMeans,3,40,TwoDPlanes,XGBClassifier,centroid,0.11869637968074584
Decoded,decoded,GNN,KMeans,2,40,TwoDPlanes,XGBClassifier,centroid,0.10990332274399517
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,40,TwoDPlanes,XGBClassifier,centroid,0.08443944336596979
Encoded,encoded,GNN,KMeans,4,40,TwoDPlanes,XGBClassifier,centroid,0.18485229619883428
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,40,TwoDPlanes,XGBClassifier,centroid,0.09191743998777532
Original,original,,KMeans,3,40,TwoDPlanes,XGBClassifier,centroid,0.11869637968074584
Decoded,decoded,MLP,KMeans,2,40,TwoDPlanes,XGBClassifier,closest,0.049750031161139484
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,40,TwoDPlanes,XGBClassifier,closest,0.037829353741771723
Encoded,encoded,MLP,KMeans,4,40,TwoDPlanes,XGBClassifier,closest,0.19296759189868876
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,40,TwoDPlanes,XGBClassifier,closest,0.05940846434635053
Original,original,,KMeans,1,40,TwoDPlanes,XGBClassifier,closest,0.04441267432671432
Decoded,decoded,GNN,KMeans,2,40,TwoDPlanes,XGBClassifier,closest,0.06872165562389301
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,40,TwoDPlanes,XGBClassifier,closest,0.05658904230360575
Encoded,encoded,GNN,KMeans,4,40,TwoDPlanes,XGBClassifier,closest,0.21374943621711967
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,40,TwoDPlanes,XGBClassifier,closest,0.08787249750811268
Original,original,,KMeans,0,40,TwoDPlanes,XGBClassifier,closest,0.04441267432671432
Decoded,decoded,MLP,Agglo,4,50,Adult,GaussianNB,centroid,0.0394111981415983
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Adult,GaussianNB,centroid,0.015781408249771
Encoded,encoded,MLP,Agglo,1,50,Adult,GaussianNB,centroid,-0.0764457378067672
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,GaussianNB,centroid,-0.122567775331602
Original,original,,Agglo,2,50,Adult,GaussianNB,centroid,-0.0457564860460262
Decoded,decoded,GNN,Agglo,4,50,Adult,GaussianNB,centroid,0.0242126206934991
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Adult,GaussianNB,centroid,0.0193457503672193
Encoded,encoded,GNN,Agglo,1,50,Adult,GaussianNB,centroid,-0.075681565926126
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,GaussianNB,centroid,-0.1359629846130515
Original,original,,Agglo,2,50,Adult,GaussianNB,centroid,-0.0457564860460262
Decoded,decoded,MLP,Agglo,3,50,Adult,GaussianNB,closest,-0.019989984635504
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Adult,GaussianNB,closest,-0.07151810961107
Encoded,encoded,MLP,Agglo,2,50,Adult,GaussianNB,closest,-0.071022864828948
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,GaussianNB,closest,-0.1241435346202571
Original,original,,Agglo,4,50,Adult,GaussianNB,closest,0.0058031297260854
Decoded,decoded,GNN,Agglo,4,50,Adult,GaussianNB,closest,0.0514713124223446
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Adult,GaussianNB,closest,-0.0084809951608186
Encoded,encoded,GNN,Agglo,1,50,Adult,GaussianNB,closest,-0.0594354711614961
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,GaussianNB,closest,-0.142604027766131
Original,original,,Agglo,3,50,Adult,GaussianNB,closest,0.0058031297260854
Decoded,decoded,MLP,KIP,3,50,Adult,GaussianNB,centroid,0.18236095037932779
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Adult,GaussianNB,centroid,0.11276276074863736
Encoded,encoded,MLP,KIP,1,50,Adult,GaussianNB,centroid,-0.07323551292446125
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Adult,GaussianNB,centroid,-0.12348439423005389
Original,original,,KIP,4,50,Adult,GaussianNB,centroid,0.1923527147111014
Decoded,decoded,GNN,KIP,4,50,Adult,GaussianNB,centroid,0.19709307668023307
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Adult,GaussianNB,centroid,0.11316732064467036
Encoded,encoded,GNN,KIP,1,50,Adult,GaussianNB,centroid,-0.02789176433894678
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Adult,GaussianNB,centroid,-0.12719639159946047
Original,original,,KIP,3,50,Adult,GaussianNB,centroid,0.1923527147111014
Decoded,decoded,MLP,KMeans,4,50,Adult,GaussianNB,centroid,-0.0004028383035111407
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Adult,GaussianNB,centroid,-0.00993297194715194
Encoded,encoded,MLP,KMeans,1,50,Adult,GaussianNB,centroid,-0.08390793755296128
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,GaussianNB,centroid,-0.11989346785474712
Original,original,,KMeans,2,50,Adult,GaussianNB,centroid,-0.045030633945600904
Decoded,decoded,GNN,KMeans,4,50,Adult,GaussianNB,centroid,0.009011747788704158
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Adult,GaussianNB,centroid,-0.0072543317957838
Encoded,encoded,GNN,KMeans,1,50,Adult,GaussianNB,centroid,-0.07349706586834502
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,GaussianNB,centroid,-0.13615296234783889
Original,original,,KMeans,2,50,Adult,GaussianNB,centroid,-0.045030633945600904
Decoded,decoded,MLP,KMeans,4,50,Adult,GaussianNB,closest,-0.00260971906407628
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Adult,GaussianNB,closest,-0.03675150985457486
Encoded,encoded,MLP,KMeans,1,50,Adult,GaussianNB,closest,-0.0861790767544049
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,GaussianNB,closest,-0.11647054021636531
Original,original,,KMeans,3,50,Adult,GaussianNB,closest,-0.007024240955237021
Decoded,decoded,GNN,KMeans,4,50,Adult,GaussianNB,closest,-0.0005635920052399184
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Adult,GaussianNB,closest,-0.054217697239447825
Encoded,encoded,GNN,KMeans,1,50,Adult,GaussianNB,closest,-0.05685052868313005
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,GaussianNB,closest,-0.13742358370859858
Original,original,,KMeans,3,50,Adult,GaussianNB,closest,-0.007024240955237021
Decoded,decoded,MLP,Agglo,3,50,Adult,KNeighborsClassifier,centroid,0.0059114808722636
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Adult,KNeighborsClassifier,centroid,0.0170813553029563
Encoded,encoded,MLP,Agglo,2,50,Adult,KNeighborsClassifier,centroid,-0.0285849937579415
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,KNeighborsClassifier,centroid,-0.0763377239042703
Original,original,,Agglo,1,50,Adult,KNeighborsClassifier,centroid,-0.0293593696843011
Decoded,decoded,GNN,Agglo,3,50,Adult,KNeighborsClassifier,centroid,0.0069672138371797
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Adult,KNeighborsClassifier,centroid,0.0123386247891686
Encoded,encoded,GNN,Agglo,2,50,Adult,KNeighborsClassifier,centroid,-0.0161755890294349
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,KNeighborsClassifier,centroid,-0.0637249963423584
Original,original,,Agglo,1,50,Adult,KNeighborsClassifier,centroid,-0.0293593696843011
Decoded,decoded,MLP,Agglo,3,50,Adult,KNeighborsClassifier,closest,0.0027741126032901
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Adult,KNeighborsClassifier,closest,0.0038911339447978
Encoded,encoded,MLP,Agglo,1,50,Adult,KNeighborsClassifier,closest,-0.0227122249023081
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,KNeighborsClassifier,closest,-0.0566758160811752
Original,original,,Agglo,2,50,Adult,KNeighborsClassifier,closest,-0.0012063098282013
Decoded,decoded,GNN,Agglo,2,50,Adult,KNeighborsClassifier,closest,-0.0064634830428487
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Adult,KNeighborsClassifier,closest,-0.0152164666139027
Encoded,encoded,GNN,Agglo,4,50,Adult,KNeighborsClassifier,closest,0.0223590031743853
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,KNeighborsClassifier,closest,-0.0630425529808864
Original,original,,Agglo,3,50,Adult,KNeighborsClassifier,closest,-0.0012063098282013
Decoded,decoded,MLP,KIP,3,50,Adult,KNeighborsClassifier,centroid,0.0959777333361717
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Adult,KNeighborsClassifier,centroid,0.059867204901551375
Encoded,encoded,MLP,KIP,1,50,Adult,KNeighborsClassifier,centroid,0.047348823473339685
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Adult,KNeighborsClassifier,centroid,-0.020575809721828098
Original,original,,KIP,4,50,Adult,KNeighborsClassifier,centroid,0.2820664108374121
Decoded,decoded,GNN,KIP,2,50,Adult,KNeighborsClassifier,centroid,0.12585016266504628
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Adult,KNeighborsClassifier,centroid,0.14126077241524063
Encoded,encoded,GNN,KIP,1,50,Adult,KNeighborsClassifier,centroid,0.08238652057072479
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Adult,KNeighborsClassifier,centroid,-0.00368508567694716
Original,original,,KIP,4,50,Adult,KNeighborsClassifier,centroid,0.2820664108374121
Decoded,decoded,MLP,KMeans,4,50,Adult,KNeighborsClassifier,centroid,0.0029601879112472603
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Adult,KNeighborsClassifier,centroid,-0.00306930020470596
Encoded,encoded,MLP,KMeans,2,50,Adult,KNeighborsClassifier,centroid,-0.03555970592969114
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,KNeighborsClassifier,centroid,-0.07179811283325724
Original,original,,KMeans,1,50,Adult,KNeighborsClassifier,centroid,-0.037855498008059964
Decoded,decoded,GNN,KMeans,3,50,Adult,KNeighborsClassifier,centroid,0.00122297430050904
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Adult,KNeighborsClassifier,centroid,0.0089540691075259
Encoded,encoded,GNN,KMeans,2,50,Adult,KNeighborsClassifier,centroid,-0.004987558595145681
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,KNeighborsClassifier,centroid,-0.06506946264602258
Original,original,,KMeans,1,50,Adult,KNeighborsClassifier,centroid,-0.037855498008059964
Decoded,decoded,MLP,KMeans,4,50,Adult,KNeighborsClassifier,closest,0.01292044402615262
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Adult,KNeighborsClassifier,closest,-0.00465886577723506
Encoded,encoded,MLP,KMeans,1,50,Adult,KNeighborsClassifier,closest,-0.01993192922385734
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,KNeighborsClassifier,closest,-0.05701097672112874
Original,original,,KMeans,3,50,Adult,KNeighborsClassifier,closest,-0.0029162419757312
Decoded,decoded,GNN,KMeans,1,50,Adult,KNeighborsClassifier,closest,-0.00713404839151234
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Adult,KNeighborsClassifier,closest,0.0053670990706268405
Encoded,encoded,GNN,KMeans,4,50,Adult,KNeighborsClassifier,closest,0.00934811811463384
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,KNeighborsClassifier,closest,-0.04981902979686298
Original,original,,KMeans,2,50,Adult,KNeighborsClassifier,closest,-0.0029162419757312
Decoded,decoded,MLP,Agglo,4,50,Adult,LogisticRegression,centroid,0.1705652204302852
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Adult,LogisticRegression,centroid,0.07136874456131
Encoded,encoded,MLP,Agglo,3,50,Adult,LogisticRegression,centroid,0.1274463251370125
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Adult,LogisticRegression,centroid,0.0634653295324044
Original,original,,Agglo,0,50,Adult,LogisticRegression,centroid,0.0546744211391594
Decoded,decoded,GNN,Agglo,4,50,Adult,LogisticRegression,centroid,0.0837338381321397
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Adult,LogisticRegression,centroid,0.0717583727582918
Encoded,encoded,GNN,Agglo,2,50,Adult,LogisticRegression,centroid,0.0565053624603439
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,LogisticRegression,centroid,0.0263411690302347
Original,original,,Agglo,1,50,Adult,LogisticRegression,centroid,0.0546744211391594
Decoded,decoded,MLP,Agglo,3,50,Adult,LogisticRegression,closest,0.0976297472788111
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Adult,LogisticRegression,closest,0.0390940235702652
Encoded,encoded,MLP,Agglo,2,50,Adult,LogisticRegression,closest,0.0737760368575825
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Adult,LogisticRegression,closest,0.0575308439577038
Original,original,,Agglo,4,50,Adult,LogisticRegression,closest,0.0983969911740499
Decoded,decoded,GNN,Agglo,2,50,Adult,LogisticRegression,closest,0.0596473466475387
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Adult,LogisticRegression,closest,0.0464332868455856
Encoded,encoded,GNN,Agglo,3,50,Adult,LogisticRegression,closest,0.0744758738299249
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,LogisticRegression,closest,0.026030898013948
Original,original,,Agglo,4,50,Adult,LogisticRegression,closest,0.0983969911740499
Decoded,decoded,MLP,KIP,4,50,Adult,LogisticRegression,centroid,0.11640335331702736
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Adult,LogisticRegression,centroid,0.08315253277933929
Encoded,encoded,MLP,KIP,2,50,Adult,LogisticRegression,centroid,0.079436886425061
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Adult,LogisticRegression,centroid,0.022602655359731
Original,original,,KIP,1,50,Adult,LogisticRegression,centroid,0.07903523328116914
Decoded,decoded,GNN,KIP,4,50,Adult,LogisticRegression,centroid,0.12987992044862762
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Adult,LogisticRegression,centroid,0.1277390193157867
Encoded,encoded,GNN,KIP,1,50,Adult,LogisticRegression,centroid,0.0782015783178505
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Adult,LogisticRegression,centroid,0.025582850483789298
Original,original,,KIP,2,50,Adult,LogisticRegression,centroid,0.07903523328116914
Decoded,decoded,MLP,KMeans,3,50,Adult,LogisticRegression,centroid,0.11549283081005501
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Adult,LogisticRegression,centroid,0.10402162897076099
Encoded,encoded,MLP,KMeans,4,50,Adult,LogisticRegression,centroid,0.11757217566704684
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Adult,LogisticRegression,centroid,0.052871936369358476
Original,original,,KMeans,0,50,Adult,LogisticRegression,centroid,0.04037832773445073
Decoded,decoded,GNN,KMeans,4,50,Adult,LogisticRegression,centroid,0.10057498789880788
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Adult,LogisticRegression,centroid,0.07154206064394827
Encoded,encoded,GNN,KMeans,2,50,Adult,LogisticRegression,centroid,0.046444365730419976
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,LogisticRegression,centroid,0.03184210921054288
Original,original,,KMeans,1,50,Adult,LogisticRegression,centroid,0.04037832773445073
Decoded,decoded,MLP,KMeans,1,50,Adult,LogisticRegression,closest,0.07571983342585445
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Adult,LogisticRegression,closest,0.07918981484507079
Encoded,encoded,MLP,KMeans,4,50,Adult,LogisticRegression,closest,0.09107195617442117
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,LogisticRegression,closest,0.05834831628025313
Original,original,,KMeans,3,50,Adult,LogisticRegression,closest,0.08043081177292091
Decoded,decoded,GNN,KMeans,2,50,Adult,LogisticRegression,closest,0.06871358400119397
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Adult,LogisticRegression,closest,0.05853922164858903
Encoded,encoded,GNN,KMeans,3,50,Adult,LogisticRegression,closest,0.0769205978191152
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,LogisticRegression,closest,0.02211374043753746
Original,original,,KMeans,4,50,Adult,LogisticRegression,closest,0.08043081177292091
Decoded,decoded,MLP,Agglo,4,50,Adult,MLPClassifier,centroid,0.1488240720625043
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Adult,MLPClassifier,centroid,0.0379197933628002
Encoded,encoded,MLP,Agglo,1,50,Adult,MLPClassifier,centroid,0.0181906600032972
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,MLPClassifier,centroid,-0.0110597017345756
Original,original,,Agglo,3,50,Adult,MLPClassifier,centroid,0.0538017256926888
Decoded,decoded,GNN,Agglo,4,50,Adult,MLPClassifier,centroid,0.0784744184898327
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Adult,MLPClassifier,centroid,0.0443775997806626
Encoded,encoded,GNN,Agglo,1,50,Adult,MLPClassifier,centroid,-0.0002285420455321
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,MLPClassifier,centroid,-0.0397400542683952
Original,original,,Agglo,3,50,Adult,MLPClassifier,centroid,0.0538017256926888
Decoded,decoded,MLP,Agglo,4,50,Adult,MLPClassifier,closest,0.0767587446220236
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Adult,MLPClassifier,closest,-0.0046703725799966
Encoded,encoded,MLP,Agglo,2,50,Adult,MLPClassifier,closest,0.0040154725787952
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,MLPClassifier,closest,-0.0079468422100677
Original,original,,Agglo,3,50,Adult,MLPClassifier,closest,0.0653701813229347
Decoded,decoded,GNN,Agglo,2,50,Adult,MLPClassifier,closest,0.0170496567831587
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Adult,MLPClassifier,closest,-0.0022597496883562
Encoded,encoded,GNN,Agglo,3,50,Adult,MLPClassifier,closest,0.0197632735099416
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,MLPClassifier,closest,-0.0332679352490028
Original,original,,Agglo,4,50,Adult,MLPClassifier,closest,0.0653701813229347
Decoded,decoded,MLP,KIP,4,50,Adult,MLPClassifier,centroid,0.06788388120724556
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Adult,MLPClassifier,centroid,0.03421825259811467
Encoded,encoded,MLP,KIP,3,50,Adult,MLPClassifier,centroid,0.03606891136842718
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Adult,MLPClassifier,centroid,-0.03370152829039978
Original,original,,KIP,1,50,Adult,MLPClassifier,centroid,0.004675651172487661
Decoded,decoded,GNN,KIP,4,50,Adult,MLPClassifier,centroid,0.08700851067992535
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Adult,MLPClassifier,centroid,0.0832243113586972
Encoded,encoded,GNN,KIP,2,50,Adult,MLPClassifier,centroid,0.03626348396427286
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Adult,MLPClassifier,centroid,-0.025208299234216656
Original,original,,KIP,1,50,Adult,MLPClassifier,centroid,0.004675651172487661
Decoded,decoded,MLP,KMeans,4,50,Adult,MLPClassifier,centroid,0.045221859439354375
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Adult,MLPClassifier,centroid,0.043088191952733154
Encoded,encoded,MLP,KMeans,1,50,Adult,MLPClassifier,centroid,0.005004919792640611
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,MLPClassifier,centroid,-0.019007857027352658
Original,original,,KMeans,2,50,Adult,MLPClassifier,centroid,0.03377915774016624
Decoded,decoded,GNN,KMeans,4,50,Adult,MLPClassifier,centroid,0.03736453007757096
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Adult,MLPClassifier,centroid,0.0257185237825212
Encoded,encoded,GNN,KMeans,1,50,Adult,MLPClassifier,centroid,-0.00884657961322218
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,MLPClassifier,centroid,-0.040670320844537984
Original,original,,KMeans,3,50,Adult,MLPClassifier,centroid,0.03377915774016624
Decoded,decoded,MLP,KMeans,2,50,Adult,MLPClassifier,closest,0.0266723733241207
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Adult,MLPClassifier,closest,0.028455894175513002
Encoded,encoded,MLP,KMeans,1,50,Adult,MLPClassifier,closest,0.012120830133514879
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,MLPClassifier,closest,-0.01342016486672572
Original,original,,KMeans,4,50,Adult,MLPClassifier,closest,0.0473703910222434
Decoded,decoded,GNN,KMeans,2,50,Adult,MLPClassifier,closest,0.01349831954957586
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Adult,MLPClassifier,closest,0.0092471354936564
Encoded,encoded,GNN,KMeans,3,50,Adult,MLPClassifier,closest,0.01940938458899164
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,MLPClassifier,closest,-0.0397814032429072
Original,original,,KMeans,4,50,Adult,MLPClassifier,closest,0.0473703910222434
Decoded,decoded,MLP,Agglo,3,50,Adult,XGBClassifier,centroid,0.1507441997643561
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Adult,XGBClassifier,centroid,0.110288213535606
Encoded,encoded,MLP,Agglo,2,50,Adult,XGBClassifier,centroid,0.1413922869240723
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,XGBClassifier,centroid,0.0797148994846088
Original,original,,Agglo,4,50,Adult,XGBClassifier,centroid,0.312999784483216
Decoded,decoded,GNN,Agglo,2,50,Adult,XGBClassifier,centroid,0.1223586084102469
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Adult,XGBClassifier,centroid,0.1107191864802169
Encoded,encoded,GNN,Agglo,3,50,Adult,XGBClassifier,centroid,0.1325068724392226
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,XGBClassifier,centroid,0.0601572514729254
Original,original,,Agglo,4,50,Adult,XGBClassifier,centroid,0.312999784483216
Decoded,decoded,MLP,Agglo,1,50,Adult,XGBClassifier,closest,0.0980883873433753
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Adult,XGBClassifier,closest,0.1076347805896674
Encoded,encoded,MLP,Agglo,3,50,Adult,XGBClassifier,closest,0.1121605118084102
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Adult,XGBClassifier,closest,0.0674444468357074
Original,original,,Agglo,4,50,Adult,XGBClassifier,closest,0.1237094227514795
Decoded,decoded,GNN,Agglo,1,50,Adult,XGBClassifier,closest,0.114249478713095
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Adult,XGBClassifier,closest,0.1345285471834745
Encoded,encoded,GNN,Agglo,4,50,Adult,XGBClassifier,closest,0.1534592868789077
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Adult,XGBClassifier,closest,0.0781980371907402
Original,original,,Agglo,2,50,Adult,XGBClassifier,closest,0.1237094227514795
Decoded,decoded,MLP,KIP,3,50,Adult,XGBClassifier,centroid,0.15462053132313663
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Adult,XGBClassifier,centroid,0.13732237218808954
Encoded,encoded,MLP,KIP,1,50,Adult,XGBClassifier,centroid,0.129233502887349
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Adult,XGBClassifier,centroid,0.07343974184059823
Original,original,,KIP,4,50,Adult,XGBClassifier,centroid,0.2529192945720386
Decoded,decoded,GNN,KIP,3,50,Adult,XGBClassifier,centroid,0.19396899771358217
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Adult,XGBClassifier,centroid,0.1899659386483429
Encoded,encoded,GNN,KIP,1,50,Adult,XGBClassifier,centroid,0.15747146372876772
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Adult,XGBClassifier,centroid,0.06865296553822968
Original,original,,KIP,4,50,Adult,XGBClassifier,centroid,0.2529192945720386
Decoded,decoded,MLP,KMeans,2,50,Adult,XGBClassifier,centroid,0.11032457555166693
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Adult,XGBClassifier,centroid,0.10779631814884724
Encoded,encoded,MLP,KMeans,3,50,Adult,XGBClassifier,centroid,0.11932550218290314
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,XGBClassifier,centroid,0.0856934138858889
Original,original,,KMeans,4,50,Adult,XGBClassifier,centroid,0.3212217225156234
Decoded,decoded,GNN,KMeans,3,50,Adult,XGBClassifier,centroid,0.11918066035433865
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Adult,XGBClassifier,centroid,0.10811301566785803
Encoded,encoded,GNN,KMeans,2,50,Adult,XGBClassifier,centroid,0.11528279530421966
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,XGBClassifier,centroid,0.06097557264264501
Original,original,,KMeans,4,50,Adult,XGBClassifier,centroid,0.3212217225156234
Decoded,decoded,MLP,KMeans,1,50,Adult,XGBClassifier,closest,0.11216184552690522
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Adult,XGBClassifier,closest,0.1432884345085111
Encoded,encoded,MLP,KMeans,2,50,Adult,XGBClassifier,closest,0.12218475214205801
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Adult,XGBClassifier,closest,0.07813287897989935
Original,original,,KMeans,3,50,Adult,XGBClassifier,closest,0.12593056115902562
Decoded,decoded,GNN,KMeans,1,50,Adult,XGBClassifier,closest,0.1151913264648852
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Adult,XGBClassifier,closest,0.12857861073212967
Encoded,encoded,GNN,KMeans,4,50,Adult,XGBClassifier,closest,0.13812427649560616
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Adult,XGBClassifier,closest,0.06717213789315525
Original,original,,KMeans,2,50,Adult,XGBClassifier,closest,0.12593056115902562
Decoded,decoded,MLP,Agglo,3,50,AmazonEmployeeAccess,GaussianNB,centroid,0.0182865691363574
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0500406740098172
Encoded,encoded,MLP,Agglo,4,50,AmazonEmployeeAccess,GaussianNB,centroid,0.0321361058601132
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,AmazonEmployeeAccess,GaussianNB,centroid,0.0084986124268921
Original,original,,Agglo,1,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0383652686158176
Decoded,decoded,GNN,Agglo,3,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0197636396180863
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0106923895216766
Encoded,encoded,GNN,Agglo,1,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0400358862641176
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0573998320650901
Original,original,,Agglo,2,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0383652686158176
Decoded,decoded,MLP,Agglo,1,50,AmazonEmployeeAccess,GaussianNB,closest,-0.0365738658936425
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,AmazonEmployeeAccess,GaussianNB,closest,-0.096812147194803
Encoded,encoded,MLP,Agglo,3,50,AmazonEmployeeAccess,GaussianNB,closest,-0.0020424319419766
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,AmazonEmployeeAccess,GaussianNB,closest,-0.035944473791822
Original,original,,Agglo,4,50,AmazonEmployeeAccess,GaussianNB,closest,0.007535969940524
Decoded,decoded,GNN,Agglo,3,50,AmazonEmployeeAccess,GaussianNB,closest,-0.0438289741563601
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,AmazonEmployeeAccess,GaussianNB,closest,-0.0851942238540335
Encoded,encoded,GNN,Agglo,1,50,AmazonEmployeeAccess,GaussianNB,closest,-0.0726493114523169
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,AmazonEmployeeAccess,GaussianNB,closest,-0.0604682095140802
Original,original,,Agglo,4,50,AmazonEmployeeAccess,GaussianNB,closest,0.007535969940524
Decoded,decoded,MLP,KIP,0,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0038600290175226995
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,AmazonEmployeeAccess,GaussianNB,centroid,0.046232306078108444
Encoded,encoded,MLP,KIP,2,50,AmazonEmployeeAccess,GaussianNB,centroid,0.02117958994195024
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.00037836288201927997
Original,original,,KIP,3,50,AmazonEmployeeAccess,GaussianNB,centroid,0.03893441370488552
Decoded,decoded,GNN,KIP,3,50,AmazonEmployeeAccess,GaussianNB,centroid,0.03451382552523302
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.009111560295763522
Encoded,encoded,GNN,KIP,0,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.021362950415544403
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0122695806429551
Original,original,,KIP,4,50,AmazonEmployeeAccess,GaussianNB,centroid,0.03893441370488552
Decoded,decoded,MLP,KMeans,1,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.052973131869651115
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.07533845287417547
Encoded,encoded,MLP,KMeans,4,50,AmazonEmployeeAccess,GaussianNB,centroid,0.037065737640266924
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.01475193219737162
Original,original,,KMeans,3,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.013220581194491701
Decoded,decoded,GNN,KMeans,3,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.01750248482546576
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.04063690114978666
Encoded,encoded,GNN,KMeans,0,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.0934672737935683
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.08006871652034217
Original,original,,KMeans,4,50,AmazonEmployeeAccess,GaussianNB,centroid,-0.013220581194491701
Decoded,decoded,MLP,KMeans,2,50,AmazonEmployeeAccess,GaussianNB,closest,0.0012663514612810006
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,GaussianNB,closest,-0.011962961184334158
Encoded,encoded,MLP,KMeans,3,50,AmazonEmployeeAccess,GaussianNB,closest,0.009371175442502499
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,GaussianNB,closest,-0.03109429821689224
Original,original,,KMeans,4,50,AmazonEmployeeAccess,GaussianNB,closest,0.035086899767306653
Decoded,decoded,GNN,KMeans,2,50,AmazonEmployeeAccess,GaussianNB,closest,-0.059439935620100526
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,AmazonEmployeeAccess,GaussianNB,closest,-0.05061651321141327
Encoded,encoded,GNN,KMeans,0,50,AmazonEmployeeAccess,GaussianNB,closest,-0.08516759292810676
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,GaussianNB,closest,-0.08002185773264606
Original,original,,KMeans,4,50,AmazonEmployeeAccess,GaussianNB,closest,0.035086899767306653
Decoded,decoded,MLP,Agglo,3,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0933806728523639
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.048947169096762
Encoded,encoded,MLP,Agglo,4,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.114193018998927
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0352666792905384
Original,original,,Agglo,2,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0790664646847189
Decoded,decoded,GNN,Agglo,2,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0868604430978982
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0870889351764187
Encoded,encoded,GNN,Agglo,0,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0261888531212524
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1411778072334785
Original,original,,Agglo,1,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0790664646847189
Decoded,decoded,MLP,Agglo,4,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0770977718866377
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0343785899135265
Encoded,encoded,MLP,Agglo,2,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0698497759262766
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0313993561825412
Original,original,,Agglo,3,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0717471438490186
Decoded,decoded,GNN,Agglo,0,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0377952408003535
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1023322603042354
Encoded,encoded,GNN,Agglo,2,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0842889604241622
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0919781607018873
Original,original,,Agglo,1,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0717471438490186
Decoded,decoded,MLP,KIP,3,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1506385154326832
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1586686864861453
Encoded,encoded,MLP,KIP,1,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10460948052767789
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0991458688379726
Original,original,,KIP,2,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12535593006375056
Decoded,decoded,GNN,KIP,4,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13219731111531918
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12247478381619648
Encoded,encoded,GNN,KIP,1,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10885223758126619
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10275314018809567
Original,original,,KIP,3,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12535593006375056
Decoded,decoded,MLP,KMeans,4,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11932765259104974
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08137322476803635
Encoded,encoded,MLP,KMeans,3,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11090109196490565
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.027649813797891838
Original,original,,KMeans,2,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0992344884175977
Decoded,decoded,GNN,KMeans,3,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07967001199267822
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.04522615666224842
Encoded,encoded,GNN,KMeans,2,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06598636621851924
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06336817521933978
Original,original,,KMeans,4,50,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0992344884175977
Decoded,decoded,MLP,KMeans,2,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07823152180773849
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05934393738559616
Encoded,encoded,MLP,KMeans,4,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09264154516190118
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05151044625386607
Original,original,,KMeans,3,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.089732373919081
Decoded,decoded,GNN,KMeans,0,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.04235586694439186
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.057169854194281444
Encoded,encoded,GNN,KMeans,2,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06395253424225217
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06620791516758193
Original,original,,KMeans,4,50,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.089732373919081
Decoded,decoded,MLP,Agglo,4,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.1362637376674754
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.1034983588569034
Encoded,encoded,MLP,Agglo,2,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0806373217464394
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0399546011086577
Original,original,,Agglo,0,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0139690370363746
Decoded,decoded,GNN,Agglo,4,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.1630195755574106
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.1277555970995294
Encoded,encoded,GNN,Agglo,1,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0716725097194376
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0734487381496949
Original,original,,Agglo,0,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0139690370363746
Decoded,decoded,MLP,Agglo,3,50,AmazonEmployeeAccess,LogisticRegression,closest,0.1034958040515381
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0849715490487502
Encoded,encoded,MLP,Agglo,4,50,AmazonEmployeeAccess,LogisticRegression,closest,0.1207713979320128
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0608873988696263
Original,original,,Agglo,0,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0076037394686132
Decoded,decoded,GNN,Agglo,3,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0858389054702853
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0653148765677722
Encoded,encoded,GNN,Agglo,2,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0749081707146492
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0968398973734684
Original,original,,Agglo,0,50,AmazonEmployeeAccess,LogisticRegression,closest,0.0076037394686132
Decoded,decoded,MLP,KIP,2,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.10627108911991419
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.09381794584706804
Encoded,encoded,MLP,KIP,4,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.1566779099392786
Encoded-FT,encoded,MLP-MultiHead,KIP,3,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.12177415903791138
Original,original,,KIP,0,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0659852574956392
Decoded,decoded,GNN,KIP,4,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.1120363906476239
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.09961518244184456
Encoded,encoded,GNN,KIP,3,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.11152568505509115
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.08622544752206227
Original,original,,KIP,0,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0659852574956392
Decoded,decoded,MLP,KMeans,4,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.11863979607543566
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.0956129520967606
Encoded,encoded,MLP,KMeans,3,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.11141531746330813
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.04815399344820158
Original,original,,KMeans,0,50,AmazonEmployeeAccess,LogisticRegression,centroid,-0.01644655953941964
Decoded,decoded,GNN,KMeans,4,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.10490758949642862
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.09174778705952755
Encoded,encoded,GNN,KMeans,2,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.06489103435766118
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,LogisticRegression,centroid,0.058029082626876304
Original,original,,KMeans,0,50,AmazonEmployeeAccess,LogisticRegression,centroid,-0.01644655953941964
Decoded,decoded,MLP,KMeans,3,50,AmazonEmployeeAccess,LogisticRegression,closest,0.09866990445666632
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,LogisticRegression,closest,0.07614967838193949
Encoded,encoded,MLP,KMeans,4,50,AmazonEmployeeAccess,LogisticRegression,closest,0.12992002820505122
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,LogisticRegression,closest,0.08404159989576385
Original,original,,KMeans,2,50,AmazonEmployeeAccess,LogisticRegression,closest,0.09805151381798412
Decoded,decoded,GNN,KMeans,1,50,AmazonEmployeeAccess,LogisticRegression,closest,0.04756741013631796
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,AmazonEmployeeAccess,LogisticRegression,closest,0.043990682624832564
Encoded,encoded,GNN,KMeans,3,50,AmazonEmployeeAccess,LogisticRegression,closest,0.08551674451371513
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,AmazonEmployeeAccess,LogisticRegression,closest,0.07872760473584273
Original,original,,KMeans,4,50,AmazonEmployeeAccess,LogisticRegression,closest,0.09805151381798412
Decoded,decoded,MLP,Agglo,4,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.0402837395466267
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.0055425359717762
Encoded,encoded,MLP,Agglo,2,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0135639976557911
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0871364612702904
Original,original,,Agglo,0,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1270447717918086
Decoded,decoded,GNN,Agglo,4,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.0634242546297782
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.0422340557207792
Encoded,encoded,GNN,Agglo,2,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0015830932479534
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0085958886076782
Original,original,,Agglo,0,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1270447717918086
Decoded,decoded,MLP,Agglo,4,50,AmazonEmployeeAccess,MLPClassifier,closest,0.0376967668654136
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0201384505654345
Encoded,encoded,MLP,Agglo,3,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0076248335700566
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0734021870621276
Original,original,,Agglo,0,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0806584300228335
Decoded,decoded,GNN,Agglo,3,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0014743624374029
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0166276079153294
Encoded,encoded,GNN,Agglo,1,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0220915021058901
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,AmazonEmployeeAccess,MLPClassifier,closest,0.0089425962866034
Original,original,,Agglo,0,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0806584300228335
Decoded,decoded,MLP,KIP,2,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.03685974477664704
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.061518798462997584
Encoded,encoded,MLP,KIP,3,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.04297670767208682
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.014949870993286641
Original,original,,KIP,0,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.06147503260214714
Decoded,decoded,GNN,KIP,4,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.051092129188615
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.045617840606102356
Encoded,encoded,GNN,KIP,1,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.013623355104569562
Encoded-FT,encoded,GNN-MultiHead,KIP,2,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.033688087548133745
Original,original,,KIP,0,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.06147503260214714
Decoded,decoded,MLP,KMeans,3,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.00114447726124176
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.00722341856506778
Encoded,encoded,MLP,KMeans,2,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.04171939655083991
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1158468659882503
Original,original,,KMeans,0,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11827464035061927
Decoded,decoded,GNN,KMeans,3,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.013909747956510399
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,AmazonEmployeeAccess,MLPClassifier,centroid,0.009334300741215778
Encoded,encoded,GNN,KMeans,2,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.04327130662293728
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0447514133295768
Original,original,,KMeans,0,50,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11827464035061927
Decoded,decoded,MLP,KMeans,3,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0056776630671526215
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.038490023093330036
Encoded,encoded,MLP,KMeans,2,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.00602737964901154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.06346309683128334
Original,original,,KMeans,4,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.004944174592960359
Decoded,decoded,GNN,KMeans,3,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.027756719256363322
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.04297657090377188
Encoded,encoded,GNN,KMeans,0,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0561432566040291
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.0331451173369568
Original,original,,KMeans,4,50,AmazonEmployeeAccess,MLPClassifier,closest,-0.004944174592960359
Decoded,decoded,MLP,Agglo,2,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3600936708475634
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3614499585459911
Encoded,encoded,MLP,Agglo,1,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.359645853458177
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.296988974754889
Original,original,,Agglo,4,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,3,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3710690000076062
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3564707235816264
Encoded,encoded,GNN,Agglo,1,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3156133291752554
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3111090088308449
Original,original,,Agglo,4,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,4,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3386859079188568
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3362813852484579
Encoded,encoded,MLP,Agglo,2,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3313615740353386
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3001669569714993
Original,original,,Agglo,0,50,AmazonEmployeeAccess,XGBClassifier,closest,0.271244228765279
Decoded,decoded,GNN,Agglo,2,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3059339131823749
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3163653961710188
Encoded,encoded,GNN,Agglo,3,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3162570072487469
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,AmazonEmployeeAccess,XGBClassifier,closest,0.2919717085897271
Original,original,,Agglo,0,50,AmazonEmployeeAccess,XGBClassifier,closest,0.271244228765279
Decoded,decoded,MLP,KIP,1,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3483378463691613
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.35985293334651747
Encoded,encoded,MLP,KIP,2,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.34880334826691817
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3256490024416031
Original,original,,KIP,3,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.35554865711829986
Decoded,decoded,GNN,KIP,0,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.331223996166455
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.33439655893695186
Encoded,encoded,GNN,KIP,2,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3349569486806977
Encoded-FT,encoded,GNN-MultiHead,KIP,3,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.33499165215142507
Original,original,,KIP,4,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.35554865711829986
Decoded,decoded,MLP,KMeans,3,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3698264255995619
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3399268660008671
Encoded,encoded,MLP,KMeans,1,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3282528086041788
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.2914509663728123
Original,original,,KMeans,4,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3724823345072298
Decoded,decoded,GNN,KMeans,2,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.34355152467084
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.34759680842162916
Encoded,encoded,GNN,KMeans,0,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.2932644841828237
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.29521586509572456
Original,original,,KMeans,4,50,AmazonEmployeeAccess,XGBClassifier,centroid,0.3724823345072298
Decoded,decoded,MLP,KMeans,3,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3333616348852599
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3213759117980391
Encoded,encoded,MLP,KMeans,4,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3468799202866032
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,AmazonEmployeeAccess,XGBClassifier,closest,0.29595243437716307
Original,original,,KMeans,1,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3096941530831895
Decoded,decoded,GNN,KMeans,3,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3044353887929658
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,AmazonEmployeeAccess,XGBClassifier,closest,0.2965094963908391
Encoded,encoded,GNN,KMeans,2,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3032892234789421
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,AmazonEmployeeAccess,XGBClassifier,closest,0.30242192194476347
Original,original,,KMeans,4,50,AmazonEmployeeAccess,XGBClassifier,closest,0.3096941530831895
Decoded,decoded,MLP,Agglo,1,50,BankMarketing,GaussianNB,centroid,0.0456041189334826
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,BankMarketing,GaussianNB,centroid,0.1026266463207995
Encoded,encoded,MLP,Agglo,2,50,BankMarketing,GaussianNB,centroid,0.0636631132092561
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,BankMarketing,GaussianNB,centroid,-0.0622585296748279
Original,original,,Agglo,4,50,BankMarketing,GaussianNB,centroid,0.1351282409656795
Decoded,decoded,GNN,Agglo,4,50,BankMarketing,GaussianNB,centroid,0.1861225615114655
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,BankMarketing,GaussianNB,centroid,0.1213573723256836
Encoded,encoded,GNN,Agglo,1,50,BankMarketing,GaussianNB,centroid,-0.0292894769049324
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,GaussianNB,centroid,-0.1172473049360131
Original,original,,Agglo,3,50,BankMarketing,GaussianNB,centroid,0.1351282409656795
Decoded,decoded,MLP,Agglo,4,50,BankMarketing,GaussianNB,closest,0.1754112313368374
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,BankMarketing,GaussianNB,closest,0.1292882545034082
Encoded,encoded,MLP,Agglo,2,50,BankMarketing,GaussianNB,closest,0.0748893247969451
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,BankMarketing,GaussianNB,closest,-0.038894901893441
Original,original,,Agglo,1,50,BankMarketing,GaussianNB,closest,0.0644924316408766
Decoded,decoded,GNN,Agglo,2,50,BankMarketing,GaussianNB,closest,0.0457351957234207
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,BankMarketing,GaussianNB,closest,0.2004180318657985
Encoded,encoded,GNN,Agglo,1,50,BankMarketing,GaussianNB,closest,-0.0284916758138138
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,GaussianNB,closest,-0.1259753990956879
Original,original,,Agglo,3,50,BankMarketing,GaussianNB,closest,0.0644924316408766
Decoded,decoded,MLP,KIP,3,50,BankMarketing,GaussianNB,centroid,0.16464367069209862
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,BankMarketing,GaussianNB,centroid,0.14196393974414684
Encoded,encoded,MLP,KIP,1,50,BankMarketing,GaussianNB,centroid,0.1273154751761915
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,BankMarketing,GaussianNB,centroid,0.02155070322697794
Original,original,,KIP,4,50,BankMarketing,GaussianNB,centroid,0.19600095023308833
Decoded,decoded,GNN,KIP,3,50,BankMarketing,GaussianNB,centroid,0.14948167966216935
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,BankMarketing,GaussianNB,centroid,0.09360482232982952
Encoded,encoded,GNN,KIP,1,50,BankMarketing,GaussianNB,centroid,0.04854188853377058
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,BankMarketing,GaussianNB,centroid,-0.08441059554076756
Original,original,,KIP,4,50,BankMarketing,GaussianNB,centroid,0.19600095023308833
Decoded,decoded,MLP,KMeans,1,50,BankMarketing,GaussianNB,centroid,-0.00518354211607716
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,BankMarketing,GaussianNB,centroid,0.0292899481922669
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,GaussianNB,centroid,0.05708550315740415
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,BankMarketing,GaussianNB,centroid,-0.04635405490467988
Original,original,,KMeans,3,50,BankMarketing,GaussianNB,centroid,0.030858274620013414
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,GaussianNB,centroid,0.13216030897597655
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,GaussianNB,centroid,0.1348408735134014
Encoded,encoded,GNN,KMeans,1,50,BankMarketing,GaussianNB,centroid,-0.043202821597272276
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,GaussianNB,centroid,-0.11796380896191158
Original,original,,KMeans,2,50,BankMarketing,GaussianNB,centroid,0.030858274620013414
Decoded,decoded,MLP,KMeans,2,50,BankMarketing,GaussianNB,closest,-0.00997568010076126
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,BankMarketing,GaussianNB,closest,0.07007262095994457
Encoded,encoded,MLP,KMeans,3,50,BankMarketing,GaussianNB,closest,0.06756884808391503
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,BankMarketing,GaussianNB,closest,-0.04259677554042294
Original,original,,KMeans,1,50,BankMarketing,GaussianNB,closest,-0.02758503680385884
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,GaussianNB,closest,0.10291192243553042
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,GaussianNB,closest,0.12555995931022967
Encoded,encoded,GNN,KMeans,1,50,BankMarketing,GaussianNB,closest,-0.036994317894794744
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,GaussianNB,closest,-0.10777054138985287
Original,original,,KMeans,2,50,BankMarketing,GaussianNB,closest,-0.02758503680385884
Decoded,decoded,MLP,Agglo,3,50,BankMarketing,KNeighborsClassifier,centroid,-0.0437495886422678
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,BankMarketing,KNeighborsClassifier,centroid,-0.0502788844107357
Encoded,encoded,MLP,Agglo,4,50,BankMarketing,KNeighborsClassifier,centroid,-0.017708063127764
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,BankMarketing,KNeighborsClassifier,centroid,-0.1441983073355246
Original,original,,Agglo,0,50,BankMarketing,KNeighborsClassifier,centroid,-0.1602811041293217
Decoded,decoded,GNN,Agglo,3,50,BankMarketing,KNeighborsClassifier,centroid,-0.0724767155391915
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,BankMarketing,KNeighborsClassifier,centroid,-0.0444701905989755
Encoded,encoded,GNN,Agglo,2,50,BankMarketing,KNeighborsClassifier,centroid,-0.0882002599135599
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,KNeighborsClassifier,centroid,-0.2081708873583155
Original,original,,Agglo,1,50,BankMarketing,KNeighborsClassifier,centroid,-0.1602811041293217
Decoded,decoded,MLP,Agglo,3,50,BankMarketing,KNeighborsClassifier,closest,0.0018970850707148
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,BankMarketing,KNeighborsClassifier,closest,-0.0611464717444019
Encoded,encoded,MLP,Agglo,4,50,BankMarketing,KNeighborsClassifier,closest,0.0235378894347849
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,BankMarketing,KNeighborsClassifier,closest,-0.0872957568530584
Original,original,,Agglo,1,50,BankMarketing,KNeighborsClassifier,closest,-0.0665267082476741
Decoded,decoded,GNN,Agglo,2,50,BankMarketing,KNeighborsClassifier,closest,-0.0710085717272377
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,BankMarketing,KNeighborsClassifier,closest,-0.0619504744648477
Encoded,encoded,GNN,Agglo,1,50,BankMarketing,KNeighborsClassifier,closest,-0.076780001367966
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,KNeighborsClassifier,closest,-0.1980076089888276
Original,original,,Agglo,3,50,BankMarketing,KNeighborsClassifier,closest,-0.0665267082476741
Decoded,decoded,MLP,KIP,2,50,BankMarketing,KNeighborsClassifier,centroid,0.0586203158453063
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,BankMarketing,KNeighborsClassifier,centroid,0.03409248999513468
Encoded,encoded,MLP,KIP,3,50,BankMarketing,KNeighborsClassifier,centroid,0.09238565545579727
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,BankMarketing,KNeighborsClassifier,centroid,-0.02655322226997182
Original,original,,KIP,4,50,BankMarketing,KNeighborsClassifier,centroid,0.1066832887453815
Decoded,decoded,GNN,KIP,4,50,BankMarketing,KNeighborsClassifier,centroid,0.1304337936668332
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,BankMarketing,KNeighborsClassifier,centroid,0.10074654169134814
Encoded,encoded,GNN,KIP,1,50,BankMarketing,KNeighborsClassifier,centroid,0.00554613465690506
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,BankMarketing,KNeighborsClassifier,centroid,-0.10204856150620796
Original,original,,KIP,3,50,BankMarketing,KNeighborsClassifier,centroid,0.1066832887453815
Decoded,decoded,MLP,KMeans,3,50,BankMarketing,KNeighborsClassifier,centroid,-0.05583298811547168
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,BankMarketing,KNeighborsClassifier,centroid,-0.07786795384533973
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,KNeighborsClassifier,centroid,-0.04941345226895238
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,BankMarketing,KNeighborsClassifier,centroid,-0.16551570386372985
Original,original,,KMeans,1,50,BankMarketing,KNeighborsClassifier,centroid,-0.16457625959350747
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,KNeighborsClassifier,centroid,-0.08739399875850612
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,KNeighborsClassifier,centroid,-0.047601348866201196
Encoded,encoded,GNN,KMeans,2,50,BankMarketing,KNeighborsClassifier,centroid,-0.12163148025547402
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,KNeighborsClassifier,centroid,-0.23612472624546207
Original,original,,KMeans,1,50,BankMarketing,KNeighborsClassifier,centroid,-0.16457625959350747
Decoded,decoded,MLP,KMeans,3,50,BankMarketing,KNeighborsClassifier,closest,-0.06961369798663775
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,BankMarketing,KNeighborsClassifier,closest,-0.08757309262292005
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,KNeighborsClassifier,closest,-0.02106674255006942
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,BankMarketing,KNeighborsClassifier,closest,-0.12563513633847087
Original,original,,KMeans,2,50,BankMarketing,KNeighborsClassifier,closest,-0.08570568983562454
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,KNeighborsClassifier,closest,-0.084852066080506
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,KNeighborsClassifier,closest,-0.07249249231809592
Encoded,encoded,GNN,KMeans,1,50,BankMarketing,KNeighborsClassifier,closest,-0.10268853734741042
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,KNeighborsClassifier,closest,-0.20364385518659178
Original,original,,KMeans,2,50,BankMarketing,KNeighborsClassifier,closest,-0.08570568983562454
Decoded,decoded,MLP,Agglo,3,50,BankMarketing,LogisticRegression,centroid,0.1303139017876237
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,BankMarketing,LogisticRegression,centroid,0.127206866057029
Encoded,encoded,MLP,Agglo,4,50,BankMarketing,LogisticRegression,centroid,0.2603929643326361
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,BankMarketing,LogisticRegression,centroid,0.1062306758729045
Original,original,,Agglo,0,50,BankMarketing,LogisticRegression,centroid,0.0427560440121875
Decoded,decoded,GNN,Agglo,4,50,BankMarketing,LogisticRegression,centroid,0.1387511686635169
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,BankMarketing,LogisticRegression,centroid,0.1107929055532715
Encoded,encoded,GNN,Agglo,2,50,BankMarketing,LogisticRegression,centroid,0.1028786839694838
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,BankMarketing,LogisticRegression,centroid,0.0897519670157724
Original,original,,Agglo,0,50,BankMarketing,LogisticRegression,centroid,0.0427560440121875
Decoded,decoded,MLP,Agglo,3,50,BankMarketing,LogisticRegression,closest,0.1897631335774971
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,BankMarketing,LogisticRegression,closest,0.1106926214825172
Encoded,encoded,MLP,Agglo,4,50,BankMarketing,LogisticRegression,closest,0.2439073000859813
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,BankMarketing,LogisticRegression,closest,0.1024122934865814
Original,original,,Agglo,1,50,BankMarketing,LogisticRegression,closest,0.1081318999835221
Decoded,decoded,GNN,Agglo,4,50,BankMarketing,LogisticRegression,closest,0.1262605536970615
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,BankMarketing,LogisticRegression,closest,0.1159138427047512
Encoded,encoded,GNN,Agglo,1,50,BankMarketing,LogisticRegression,closest,0.0888371436010986
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,LogisticRegression,closest,0.0462537197107013
Original,original,,Agglo,2,50,BankMarketing,LogisticRegression,closest,0.1081318999835221
Decoded,decoded,MLP,KIP,2,50,BankMarketing,LogisticRegression,centroid,0.19800805231768132
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,BankMarketing,LogisticRegression,centroid,0.19984430044399415
Encoded,encoded,MLP,KIP,4,50,BankMarketing,LogisticRegression,centroid,0.2387652691350038
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,BankMarketing,LogisticRegression,centroid,0.12659423534787131
Original,original,,KIP,1,50,BankMarketing,LogisticRegression,centroid,0.19179415790277057
Decoded,decoded,GNN,KIP,4,50,BankMarketing,LogisticRegression,centroid,0.22686687397099758
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,BankMarketing,LogisticRegression,centroid,0.19619408673016644
Encoded,encoded,GNN,KIP,1,50,BankMarketing,LogisticRegression,centroid,0.1517407000435155
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,BankMarketing,LogisticRegression,centroid,0.06872481279569112
Original,original,,KIP,2,50,BankMarketing,LogisticRegression,centroid,0.19179415790277057
Decoded,decoded,MLP,KMeans,3,50,BankMarketing,LogisticRegression,centroid,0.11424642085139794
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,BankMarketing,LogisticRegression,centroid,0.08849036052566059
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,LogisticRegression,centroid,0.2397303484005197
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,BankMarketing,LogisticRegression,centroid,0.09178438241895046
Original,original,,KMeans,0,50,BankMarketing,LogisticRegression,centroid,0.04099314362993188
Decoded,decoded,GNN,KMeans,2,50,BankMarketing,LogisticRegression,centroid,0.08698432900155892
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,LogisticRegression,centroid,0.13157287787587973
Encoded,encoded,GNN,KMeans,3,50,BankMarketing,LogisticRegression,centroid,0.08703592534565442
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,BankMarketing,LogisticRegression,centroid,0.07097423635197664
Original,original,,KMeans,0,50,BankMarketing,LogisticRegression,centroid,0.04099314362993188
Decoded,decoded,MLP,KMeans,1,50,BankMarketing,LogisticRegression,closest,0.08106369910124994
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,BankMarketing,LogisticRegression,closest,0.0830563296763582
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,LogisticRegression,closest,0.22554772744028898
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,BankMarketing,LogisticRegression,closest,0.09930710409575073
Original,original,,KMeans,0,50,BankMarketing,LogisticRegression,closest,0.07250047644418231
Decoded,decoded,GNN,KMeans,2,50,BankMarketing,LogisticRegression,closest,0.08883162987413154
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,LogisticRegression,closest,0.1307820374409883
Encoded,encoded,GNN,KMeans,3,50,BankMarketing,LogisticRegression,closest,0.09102963413260041
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,BankMarketing,LogisticRegression,closest,0.07933595505149084
Original,original,,KMeans,0,50,BankMarketing,LogisticRegression,closest,0.07250047644418231
Decoded,decoded,MLP,Agglo,2,50,BankMarketing,MLPClassifier,centroid,0.0039377514999503
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,BankMarketing,MLPClassifier,centroid,0.0134708788119922
Encoded,encoded,MLP,Agglo,3,50,BankMarketing,MLPClassifier,centroid,0.0043773317789878
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,BankMarketing,MLPClassifier,centroid,-0.086194378794564
Original,original,,Agglo,1,50,BankMarketing,MLPClassifier,centroid,-0.0695744904607653
Decoded,decoded,GNN,Agglo,4,50,BankMarketing,MLPClassifier,centroid,0.0314938192122949
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,BankMarketing,MLPClassifier,centroid,-0.0265103701322552
Encoded,encoded,GNN,Agglo,1,50,BankMarketing,MLPClassifier,centroid,-0.088578926780613
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,MLPClassifier,centroid,-0.1182564795265224
Original,original,,Agglo,2,50,BankMarketing,MLPClassifier,centroid,-0.0695744904607653
Decoded,decoded,MLP,Agglo,4,50,BankMarketing,MLPClassifier,closest,0.0537583890418044
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,BankMarketing,MLPClassifier,closest,-0.0069655077695925
Encoded,encoded,MLP,Agglo,3,50,BankMarketing,MLPClassifier,closest,0.0460754910235353
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,BankMarketing,MLPClassifier,closest,-0.0757622792751378
Original,original,,Agglo,1,50,BankMarketing,MLPClassifier,closest,-0.0318349370838622
Decoded,decoded,GNN,Agglo,3,50,BankMarketing,MLPClassifier,closest,-0.0172636924564686
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,BankMarketing,MLPClassifier,closest,0.0144508851338447
Encoded,encoded,GNN,Agglo,1,50,BankMarketing,MLPClassifier,closest,-0.0729706242397466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,MLPClassifier,closest,-0.1153843862157396
Original,original,,Agglo,2,50,BankMarketing,MLPClassifier,closest,-0.0318349370838622
Decoded,decoded,MLP,KIP,3,50,BankMarketing,MLPClassifier,centroid,0.08499403118204642
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,BankMarketing,MLPClassifier,centroid,0.05970644200355648
Encoded,encoded,MLP,KIP,4,50,BankMarketing,MLPClassifier,centroid,0.11718340314084648
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,BankMarketing,MLPClassifier,centroid,-0.03326393794216838
Original,original,,KIP,1,50,BankMarketing,MLPClassifier,centroid,-0.010042182427454218
Decoded,decoded,GNN,KIP,4,50,BankMarketing,MLPClassifier,centroid,0.10620182082463525
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,BankMarketing,MLPClassifier,centroid,0.06810515129694797
Encoded,encoded,GNN,KIP,2,50,BankMarketing,MLPClassifier,centroid,0.007662430945974979
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,BankMarketing,MLPClassifier,centroid,-0.09193904208739108
Original,original,,KIP,1,50,BankMarketing,MLPClassifier,centroid,-0.010042182427454218
Decoded,decoded,MLP,KMeans,4,50,BankMarketing,MLPClassifier,centroid,-0.00753614285361028
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,BankMarketing,MLPClassifier,centroid,-0.04336567448536626
Encoded,encoded,MLP,KMeans,3,50,BankMarketing,MLPClassifier,centroid,-0.031799186739243715
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,BankMarketing,MLPClassifier,centroid,-0.12440062312850664
Original,original,,KMeans,1,50,BankMarketing,MLPClassifier,centroid,-0.0890044452574337
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,MLPClassifier,centroid,-0.0407440123386356
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,MLPClassifier,centroid,0.01484792250278626
Encoded,encoded,GNN,KMeans,1,50,BankMarketing,MLPClassifier,centroid,-0.09527809448279823
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,MLPClassifier,centroid,-0.1336075285459053
Original,original,,KMeans,2,50,BankMarketing,MLPClassifier,centroid,-0.0890044452574337
Decoded,decoded,MLP,KMeans,2,50,BankMarketing,MLPClassifier,closest,-0.054810968563232275
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,BankMarketing,MLPClassifier,closest,-0.043483024991576205
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,MLPClassifier,closest,-0.019419676572590562
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,BankMarketing,MLPClassifier,closest,-0.10720515424635142
Original,original,,KMeans,1,50,BankMarketing,MLPClassifier,closest,-0.058878315062424524
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,MLPClassifier,closest,-0.030618680567989498
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,BankMarketing,MLPClassifier,closest,0.002390089289464861
Encoded,encoded,GNN,KMeans,1,50,BankMarketing,MLPClassifier,closest,-0.08840792096552137
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,MLPClassifier,closest,-0.09805720710561927
Original,original,,KMeans,2,50,BankMarketing,MLPClassifier,closest,-0.058878315062424524
Decoded,decoded,MLP,Agglo,2,50,BankMarketing,XGBClassifier,centroid,0.1951113463528716
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,BankMarketing,XGBClassifier,centroid,0.1078558162697879
Encoded,encoded,MLP,Agglo,3,50,BankMarketing,XGBClassifier,centroid,0.1961241263802288
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,BankMarketing,XGBClassifier,centroid,0.1258236503661064
Original,original,,Agglo,4,50,BankMarketing,XGBClassifier,centroid,0.3062779720719524
Decoded,decoded,GNN,Agglo,1,50,BankMarketing,XGBClassifier,centroid,0.1298651332953436
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,BankMarketing,XGBClassifier,centroid,0.1474295825636627
Encoded,encoded,GNN,Agglo,3,50,BankMarketing,XGBClassifier,centroid,0.1618515601405727
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,XGBClassifier,centroid,0.1224416259099469
Original,original,,Agglo,4,50,BankMarketing,XGBClassifier,centroid,0.3062779720719524
Decoded,decoded,MLP,Agglo,3,50,BankMarketing,XGBClassifier,closest,0.1787303928752953
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,BankMarketing,XGBClassifier,closest,0.1446344248336867
Encoded,encoded,MLP,Agglo,4,50,BankMarketing,XGBClassifier,closest,0.2215039533089884
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,BankMarketing,XGBClassifier,closest,0.1364169139270896
Original,original,,Agglo,0,50,BankMarketing,XGBClassifier,closest,0.1256227714803047
Decoded,decoded,GNN,Agglo,4,50,BankMarketing,XGBClassifier,closest,0.149685809152042
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,BankMarketing,XGBClassifier,closest,0.1231213600088811
Encoded,encoded,GNN,Agglo,3,50,BankMarketing,XGBClassifier,closest,0.1391300930463489
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,BankMarketing,XGBClassifier,closest,0.09125158059142
Original,original,,Agglo,2,50,BankMarketing,XGBClassifier,closest,0.1256227714803047
Decoded,decoded,MLP,KIP,2,50,BankMarketing,XGBClassifier,centroid,0.24682853541519784
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,BankMarketing,XGBClassifier,centroid,0.21510276300459244
Encoded,encoded,MLP,KIP,4,50,BankMarketing,XGBClassifier,centroid,0.3052546537254773
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,BankMarketing,XGBClassifier,centroid,0.20069300086647007
Original,original,,KIP,3,50,BankMarketing,XGBClassifier,centroid,0.27504907765301867
Decoded,decoded,GNN,KIP,3,50,BankMarketing,XGBClassifier,centroid,0.2678734085041731
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,BankMarketing,XGBClassifier,centroid,0.24387284979803842
Encoded,encoded,GNN,KIP,1,50,BankMarketing,XGBClassifier,centroid,0.22540681103329466
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,BankMarketing,XGBClassifier,centroid,0.1431508998435397
Original,original,,KIP,4,50,BankMarketing,XGBClassifier,centroid,0.27504907765301867
Decoded,decoded,MLP,KMeans,2,50,BankMarketing,XGBClassifier,centroid,0.19439664305724388
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,BankMarketing,XGBClassifier,centroid,0.09955502510735754
Encoded,encoded,MLP,KMeans,3,50,BankMarketing,XGBClassifier,centroid,0.19900481721335553
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,BankMarketing,XGBClassifier,centroid,0.11789768293401817
Original,original,,KMeans,4,50,BankMarketing,XGBClassifier,centroid,0.4009095745885832
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,XGBClassifier,centroid,0.14033927129650986
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,BankMarketing,XGBClassifier,centroid,0.10369075214937266
Encoded,encoded,GNN,KMeans,2,50,BankMarketing,XGBClassifier,centroid,0.13807818857057952
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,XGBClassifier,centroid,0.09864908010611906
Original,original,,KMeans,4,50,BankMarketing,XGBClassifier,centroid,0.4009095745885832
Decoded,decoded,MLP,KMeans,2,50,BankMarketing,XGBClassifier,closest,0.11788459138794039
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,BankMarketing,XGBClassifier,closest,0.10722957477882351
Encoded,encoded,MLP,KMeans,4,50,BankMarketing,XGBClassifier,closest,0.2245338827610746
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,BankMarketing,XGBClassifier,closest,0.12075782279328282
Original,original,,KMeans,0,50,BankMarketing,XGBClassifier,closest,0.10183796045226652
Decoded,decoded,GNN,KMeans,3,50,BankMarketing,XGBClassifier,closest,0.12444963878722218
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,BankMarketing,XGBClassifier,closest,0.10750752607451734
Encoded,encoded,GNN,KMeans,4,50,BankMarketing,XGBClassifier,closest,0.1438895083523688
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,BankMarketing,XGBClassifier,closest,0.0888812347705956
Original,original,,KMeans,1,50,BankMarketing,XGBClassifier,closest,0.10183796045226652
Decoded,decoded,MLP,Agglo,2,50,Credit,GaussianNB,centroid,0.0274888558692421
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,50,Credit,GaussianNB,centroid,-0.0304606240713226
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Credit,GaussianNB,centroid,-0.0460624071322437
Original,original,,Agglo,3,50,Credit,GaussianNB,centroid,0.0438335809806835
Decoded,decoded,GNN,Agglo,3,50,Credit,GaussianNB,centroid,0.0579494799405646
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,GaussianNB,centroid,0.0646359583952449
Encoded,encoded,GNN,Agglo,0,50,Credit,GaussianNB,centroid,-0.0297176820208026
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Credit,GaussianNB,centroid,-0.0014858841010403
Original,original,,Agglo,2,50,Credit,GaussianNB,centroid,0.0438335809806835
Decoded,decoded,MLP,Agglo,2,50,Credit,GaussianNB,closest,0.0304606240713222
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,50,Credit,GaussianNB,closest,-0.0512630014858843
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Credit,GaussianNB,closest,-0.0512630014858843
Original,original,,Agglo,3,50,Credit,GaussianNB,closest,0.050520059435364
Decoded,decoded,GNN,Agglo,4,50,Credit,GaussianNB,closest,0.0512630014858839
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,Credit,GaussianNB,closest,-0.0312035661218425
Encoded,encoded,GNN,Agglo,1,50,Credit,GaussianNB,closest,-0.0282317979197624
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,Credit,GaussianNB,closest,0.0037147102526001
Original,original,,Agglo,3,50,Credit,GaussianNB,closest,0.050520059435364
Decoded,decoded,MLP,KIP,4,50,Credit,GaussianNB,centroid,0.060624071322436676
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Credit,GaussianNB,centroid,0.050817236255571864
Encoded,encoded,MLP,KIP,1,50,Credit,GaussianNB,centroid,-0.0164933135215454
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Credit,GaussianNB,centroid,-0.02511144130757812
Original,original,,KIP,2,50,Credit,GaussianNB,centroid,0.026894502228826
Decoded,decoded,GNN,KIP,4,50,Credit,GaussianNB,centroid,0.06760772659732524
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Credit,GaussianNB,centroid,0.0551263001485882
Encoded,encoded,GNN,KIP,1,50,Credit,GaussianNB,centroid,-0.0046062407132244805
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Credit,GaussianNB,centroid,-0.04130757800891534
Original,original,,KIP,2,50,Credit,GaussianNB,centroid,0.026894502228826
Decoded,decoded,MLP,KMeans,2,50,Credit,GaussianNB,centroid,0.027488855869242036
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Credit,GaussianNB,centroid,0.057800891530460405
Encoded,encoded,MLP,KMeans,1,50,Credit,GaussianNB,centroid,-0.0069836552748887585
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,GaussianNB,centroid,-0.060772659732541
Original,original,,KMeans,3,50,Credit,GaussianNB,centroid,0.047845468053491644
Decoded,decoded,GNN,KMeans,3,50,Credit,GaussianNB,centroid,0.05438335809806816
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Credit,GaussianNB,centroid,0.05482912332838021
Encoded,encoded,GNN,KMeans,0,50,Credit,GaussianNB,centroid,-0.02065378900445772
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Credit,GaussianNB,centroid,0.00178306092124796
Original,original,,KMeans,2,50,Credit,GaussianNB,centroid,0.047845468053491644
Decoded,decoded,MLP,KMeans,2,50,Credit,GaussianNB,closest,0.02095096582466552
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Credit,GaussianNB,closest,0.057800891530460405
Encoded,encoded,MLP,KMeans,1,50,Credit,GaussianNB,closest,-0.018127786032689518
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,GaussianNB,closest,-0.057206537890044595
Original,original,,KMeans,4,50,Credit,GaussianNB,closest,0.058989598811292496
Decoded,decoded,GNN,KMeans,2,50,Credit,GaussianNB,closest,0.04739970282317962
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Credit,GaussianNB,closest,0.05542347696879628
Encoded,encoded,GNN,KMeans,0,50,Credit,GaussianNB,closest,-0.022288261515601798
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Credit,GaussianNB,closest,0.002377414561664
Original,original,,KMeans,4,50,Credit,GaussianNB,closest,0.058989598811292496
Decoded,decoded,MLP,Agglo,4,50,Credit,KNeighborsClassifier,centroid,0.2083333333333333
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Credit,KNeighborsClassifier,centroid,0.1840796019900497
Encoded,encoded,MLP,Agglo,1,50,Credit,KNeighborsClassifier,centroid,0.1473880597014925
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Credit,KNeighborsClassifier,centroid,0.1337064676616915
Original,original,,Agglo,2,50,Credit,KNeighborsClassifier,centroid,0.1778606965174129
Decoded,decoded,GNN,Agglo,1,50,Credit,KNeighborsClassifier,centroid,0.1554726368159203
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,KNeighborsClassifier,centroid,0.2077114427860696
Encoded,encoded,GNN,Agglo,2,50,Credit,KNeighborsClassifier,centroid,0.1672885572139304
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Credit,KNeighborsClassifier,centroid,0.1343283582089552
Original,original,,Agglo,3,50,Credit,KNeighborsClassifier,centroid,0.1778606965174129
Decoded,decoded,MLP,Agglo,4,50,Credit,KNeighborsClassifier,closest,0.2052238805970148
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Credit,KNeighborsClassifier,closest,0.1517412935323382
Encoded,encoded,MLP,Agglo,1,50,Credit,KNeighborsClassifier,closest,0.1455223880597014
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Credit,KNeighborsClassifier,closest,0.1318407960199004
Original,original,,Agglo,3,50,Credit,KNeighborsClassifier,closest,0.1859452736318408
Decoded,decoded,GNN,Agglo,0,50,Credit,KNeighborsClassifier,closest,0.1374378109452737
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,KNeighborsClassifier,closest,0.1983830845771145
Encoded,encoded,GNN,Agglo,2,50,Credit,KNeighborsClassifier,closest,0.1579601990049751
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Credit,KNeighborsClassifier,closest,0.1473880597014925
Original,original,,Agglo,3,50,Credit,KNeighborsClassifier,closest,0.1859452736318408
Decoded,decoded,MLP,KIP,3,50,Credit,KNeighborsClassifier,centroid,0.1827114427860697
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Credit,KNeighborsClassifier,centroid,0.177363184079602
Encoded,encoded,MLP,KIP,4,50,Credit,KNeighborsClassifier,centroid,0.18606965174129356
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Credit,KNeighborsClassifier,centroid,0.1694029850746268
Original,original,,KIP,2,50,Credit,KNeighborsClassifier,centroid,0.17748756218905468
Decoded,decoded,GNN,KIP,3,50,Credit,KNeighborsClassifier,centroid,0.1878109452736318
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Credit,KNeighborsClassifier,centroid,0.19962686567164173
Encoded,encoded,GNN,KIP,2,50,Credit,KNeighborsClassifier,centroid,0.17873134328358203
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Credit,KNeighborsClassifier,centroid,0.15273631840796026
Original,original,,KIP,1,50,Credit,KNeighborsClassifier,centroid,0.17748756218905468
Decoded,decoded,MLP,KMeans,4,50,Credit,KNeighborsClassifier,centroid,0.19315920398009948
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Credit,KNeighborsClassifier,centroid,0.16952736318407952
Encoded,encoded,MLP,KMeans,2,50,Credit,KNeighborsClassifier,centroid,0.17263681592039792
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,KNeighborsClassifier,centroid,0.1337064676616915
Original,original,,KMeans,3,50,Credit,KNeighborsClassifier,centroid,0.18917910447761194
Decoded,decoded,GNN,KMeans,4,50,Credit,KNeighborsClassifier,centroid,0.19776119402985076
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Credit,KNeighborsClassifier,centroid,0.1809701492537314
Encoded,encoded,GNN,KMeans,0,50,Credit,KNeighborsClassifier,centroid,0.1437810945273632
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Credit,KNeighborsClassifier,centroid,0.16044776119402981
Original,original,,KMeans,3,50,Credit,KNeighborsClassifier,centroid,0.18917910447761194
Decoded,decoded,MLP,KMeans,3,50,Credit,KNeighborsClassifier,closest,0.18519900497512432
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Credit,KNeighborsClassifier,closest,0.157089552238806
Encoded,encoded,MLP,KMeans,2,50,Credit,KNeighborsClassifier,closest,0.17375621890547255
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,KNeighborsClassifier,closest,0.14987562189054723
Original,original,,KMeans,4,50,Credit,KNeighborsClassifier,closest,0.1931592039800995
Decoded,decoded,GNN,KMeans,3,50,Credit,KNeighborsClassifier,closest,0.1956467661691542
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Credit,KNeighborsClassifier,closest,0.20920398009950253
Encoded,encoded,GNN,KMeans,1,50,Credit,KNeighborsClassifier,closest,0.16766169154228855
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Credit,KNeighborsClassifier,closest,0.15572139303482588
Original,original,,KMeans,2,50,Credit,KNeighborsClassifier,closest,0.1931592039800995
Decoded,decoded,MLP,Agglo,3,50,Credit,LogisticRegression,centroid,0.2120044052863436
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Credit,LogisticRegression,centroid,0.1932819383259913
Encoded,encoded,MLP,Agglo,4,50,Credit,LogisticRegression,centroid,0.2329295154185022
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,Credit,LogisticRegression,centroid,0.2009911894273128
Original,original,,Agglo,0,50,Credit,LogisticRegression,centroid,0.1877753303964757
Decoded,decoded,GNN,Agglo,3,50,Credit,LogisticRegression,centroid,0.2241189427312776
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,LogisticRegression,centroid,0.2725770925110133
Encoded,encoded,GNN,Agglo,2,50,Credit,LogisticRegression,centroid,0.2147577092511014
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Credit,LogisticRegression,centroid,0.2037444933920706
Original,original,,Agglo,0,50,Credit,LogisticRegression,centroid,0.1877753303964757
Decoded,decoded,MLP,Agglo,2,50,Credit,LogisticRegression,closest,0.2059471365638766
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Credit,LogisticRegression,closest,0.2103524229074889
Encoded,encoded,MLP,Agglo,4,50,Credit,LogisticRegression,closest,0.2329295154185022
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Credit,LogisticRegression,closest,0.1927312775330397
Original,original,,Agglo,1,50,Credit,LogisticRegression,closest,0.198237885462555
Decoded,decoded,GNN,Agglo,3,50,Credit,LogisticRegression,closest,0.2389867841409692
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,LogisticRegression,closest,0.2615638766519824
Encoded,encoded,GNN,Agglo,2,50,Credit,LogisticRegression,closest,0.2307268722466961
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Credit,LogisticRegression,closest,0.2109030837004405
Original,original,,Agglo,0,50,Credit,LogisticRegression,closest,0.198237885462555
Decoded,decoded,MLP,KIP,3,50,Credit,LogisticRegression,centroid,0.25077092511013216
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Credit,LogisticRegression,centroid,0.24526431718061675
Encoded,encoded,MLP,KIP,4,50,Credit,LogisticRegression,centroid,0.2573788546255507
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Credit,LogisticRegression,centroid,0.23942731277533041
Original,original,,KIP,1,50,Credit,LogisticRegression,centroid,0.24262114537444934
Decoded,decoded,GNN,KIP,4,50,Credit,LogisticRegression,centroid,0.2598017621145375
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Credit,LogisticRegression,centroid,0.2536343612334802
Encoded,encoded,GNN,KIP,2,50,Credit,LogisticRegression,centroid,0.24449339207048465
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,Credit,LogisticRegression,centroid,0.24328193832599113
Original,original,,KIP,0,50,Credit,LogisticRegression,centroid,0.24262114537444934
Decoded,decoded,MLP,KMeans,3,50,Credit,LogisticRegression,centroid,0.2187224669603524
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Credit,LogisticRegression,centroid,0.2158590308370044
Encoded,encoded,MLP,KMeans,4,50,Credit,LogisticRegression,centroid,0.22940528634361237
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,LogisticRegression,centroid,0.20605726872246696
Original,original,,KMeans,1,50,Credit,LogisticRegression,centroid,0.21574889867841404
Decoded,decoded,GNN,KMeans,2,50,Credit,LogisticRegression,centroid,0.22764317180616742
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Credit,LogisticRegression,centroid,0.23447136563876655
Encoded,encoded,GNN,KMeans,4,50,Credit,LogisticRegression,centroid,0.23491189427312778
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Credit,LogisticRegression,centroid,0.21894273127753308
Original,original,,KMeans,0,50,Credit,LogisticRegression,centroid,0.21574889867841404
Decoded,decoded,MLP,KMeans,3,50,Credit,LogisticRegression,closest,0.22411894273127753
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Credit,LogisticRegression,closest,0.21894273127753303
Encoded,encoded,MLP,KMeans,4,50,Credit,LogisticRegression,closest,0.23887665198237878
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Credit,LogisticRegression,closest,0.21718061674008812
Original,original,,KMeans,0,50,Credit,LogisticRegression,closest,0.20936123348017627
Decoded,decoded,GNN,KMeans,1,50,Credit,LogisticRegression,closest,0.22962555066079293
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Credit,LogisticRegression,closest,0.2448237885462555
Encoded,encoded,GNN,KMeans,2,50,Credit,LogisticRegression,closest,0.22973568281938334
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,Credit,LogisticRegression,closest,0.23777533039647575
Original,original,,KMeans,0,50,Credit,LogisticRegression,closest,0.20936123348017627
Decoded,decoded,MLP,Agglo,3,50,Credit,MLPClassifier,centroid,0.2618666666666667
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Credit,MLPClassifier,centroid,0.2730666666666665
Encoded,encoded,MLP,Agglo,2,50,Credit,MLPClassifier,centroid,0.2602666666666666
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Credit,MLPClassifier,centroid,0.2282666666666666
Original,original,,Agglo,0,50,Credit,MLPClassifier,centroid,0.2277333333333333
Decoded,decoded,GNN,Agglo,2,50,Credit,MLPClassifier,centroid,0.2533333333333333
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,MLPClassifier,centroid,0.3429333333333332
Encoded,encoded,GNN,Agglo,1,50,Credit,MLPClassifier,centroid,0.2426666666666666
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Credit,MLPClassifier,centroid,0.2623999999999999
Original,original,,Agglo,0,50,Credit,MLPClassifier,centroid,0.2277333333333333
Decoded,decoded,MLP,Agglo,3,50,Credit,MLPClassifier,closest,0.2645333333333333
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Credit,MLPClassifier,closest,0.2602666666666666
Encoded,encoded,MLP,Agglo,1,50,Credit,MLPClassifier,closest,0.2565333333333332
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,Credit,MLPClassifier,closest,0.2831999999999999
Original,original,,Agglo,0,50,Credit,MLPClassifier,closest,0.2341333333333333
Decoded,decoded,GNN,Agglo,1,50,Credit,MLPClassifier,closest,0.2682666666666666
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,MLPClassifier,closest,0.3055999999999998
Encoded,encoded,GNN,Agglo,2,50,Credit,MLPClassifier,closest,0.2757333333333331
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Credit,MLPClassifier,closest,0.2895999999999999
Original,original,,Agglo,0,50,Credit,MLPClassifier,closest,0.2341333333333333
Decoded,decoded,MLP,KIP,4,50,Credit,MLPClassifier,centroid,0.28426666666666656
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Credit,MLPClassifier,centroid,0.27839999999999987
Encoded,encoded,MLP,KIP,1,50,Credit,MLPClassifier,centroid,0.2681599999999999
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Credit,MLPClassifier,centroid,0.2630399999999999
Original,original,,KIP,2,50,Credit,MLPClassifier,centroid,0.2697599999999999
Decoded,decoded,GNN,KIP,4,50,Credit,MLPClassifier,centroid,0.2848
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Credit,MLPClassifier,centroid,0.28394666666666657
Encoded,encoded,GNN,KIP,0,50,Credit,MLPClassifier,centroid,0.2671999999999999
Encoded-FT,encoded,GNN-MultiHead,KIP,3,50,Credit,MLPClassifier,centroid,0.28426666666666656
Original,original,,KIP,1,50,Credit,MLPClassifier,centroid,0.2697599999999999
Decoded,decoded,MLP,KMeans,3,50,Credit,MLPClassifier,centroid,0.27061333333333326
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Credit,MLPClassifier,centroid,0.23903999999999986
Encoded,encoded,MLP,KMeans,2,50,Credit,MLPClassifier,centroid,0.26677333333333325
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,MLPClassifier,centroid,0.23498666666666654
Original,original,,KMeans,4,50,Credit,MLPClassifier,centroid,0.27637333333333325
Decoded,decoded,GNN,KMeans,3,50,Credit,MLPClassifier,centroid,0.2771199999999999
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Credit,MLPClassifier,centroid,0.2804266666666665
Encoded,encoded,GNN,KMeans,0,50,Credit,MLPClassifier,centroid,0.25183999999999995
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Credit,MLPClassifier,centroid,0.26879999999999993
Original,original,,KMeans,2,50,Credit,MLPClassifier,centroid,0.27637333333333325
Decoded,decoded,MLP,KMeans,2,50,Credit,MLPClassifier,closest,0.26047999999999993
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Credit,MLPClassifier,closest,0.24565333333333328
Encoded,encoded,MLP,KMeans,4,50,Credit,MLPClassifier,closest,0.2647466666666665
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,MLPClassifier,closest,0.2398933333333332
Original,original,,KMeans,3,50,Credit,MLPClassifier,closest,0.26090666666666656
Decoded,decoded,GNN,KMeans,3,50,Credit,MLPClassifier,closest,0.27754666666666655
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Credit,MLPClassifier,closest,0.3003733333333332
Encoded,encoded,GNN,KMeans,1,50,Credit,MLPClassifier,closest,0.2746666666666665
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,Credit,MLPClassifier,closest,0.27669333333333324
Original,original,,KMeans,0,50,Credit,MLPClassifier,closest,0.26090666666666656
Decoded,decoded,MLP,Agglo,3,50,Credit,XGBClassifier,centroid,0.2802110817941952
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Credit,XGBClassifier,centroid,0.3113456464379948
Encoded,encoded,MLP,Agglo,2,50,Credit,XGBClassifier,centroid,0.2786279683377309
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Credit,XGBClassifier,centroid,0.267018469656992
Original,original,,Agglo,1,50,Credit,XGBClassifier,centroid,0.2717678100263851
Decoded,decoded,GNN,Agglo,0,50,Credit,XGBClassifier,centroid,0.2627968337730869
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,XGBClassifier,centroid,0.3430079155672823
Encoded,encoded,GNN,Agglo,1,50,Credit,XGBClassifier,centroid,0.271240105540897
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Credit,XGBClassifier,centroid,0.2791556728232188
Original,original,,Agglo,2,50,Credit,XGBClassifier,centroid,0.2717678100263851
Decoded,decoded,MLP,Agglo,1,50,Credit,XGBClassifier,closest,0.2817941952506596
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Credit,XGBClassifier,closest,0.2970976253298152
Encoded,encoded,MLP,Agglo,2,50,Credit,XGBClassifier,closest,0.2875989445910289
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,Credit,XGBClassifier,closest,0.3092348284960422
Original,original,,Agglo,0,50,Credit,XGBClassifier,closest,0.2580474934036939
Decoded,decoded,GNN,Agglo,1,50,Credit,XGBClassifier,closest,0.2680738786279683
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Credit,XGBClassifier,closest,0.3118733509234828
Encoded,encoded,GNN,Agglo,2,50,Credit,XGBClassifier,closest,0.2955145118733508
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Credit,XGBClassifier,closest,0.3013192612137202
Original,original,,Agglo,0,50,Credit,XGBClassifier,closest,0.2580474934036939
Decoded,decoded,MLP,KIP,1,50,Credit,XGBClassifier,centroid,0.2905540897097624
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Credit,XGBClassifier,centroid,0.2938258575197888
Encoded,encoded,MLP,KIP,3,50,Credit,XGBClassifier,centroid,0.29646437994722946
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Credit,XGBClassifier,centroid,0.28548812664907647
Original,original,,KIP,4,50,Credit,XGBClassifier,centroid,0.31261213720316616
Decoded,decoded,GNN,KIP,1,50,Credit,XGBClassifier,centroid,0.29625329815303425
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Credit,XGBClassifier,centroid,0.3035356200527703
Encoded,encoded,GNN,KIP,3,50,Credit,XGBClassifier,centroid,0.3122955145118732
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Credit,XGBClassifier,centroid,0.2932981530343006
Original,original,,KIP,4,50,Credit,XGBClassifier,centroid,0.31261213720316616
Decoded,decoded,MLP,KMeans,2,50,Credit,XGBClassifier,centroid,0.2844327176781002
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Credit,XGBClassifier,centroid,0.261108179419525
Encoded,encoded,MLP,KMeans,3,50,Credit,XGBClassifier,centroid,0.298575197889182
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,XGBClassifier,centroid,0.2544591029023746
Original,original,,KMeans,4,50,Credit,XGBClassifier,centroid,0.3331926121372031
Decoded,decoded,GNN,KMeans,1,50,Credit,XGBClassifier,centroid,0.28369393139841687
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Credit,XGBClassifier,centroid,0.29403693931398406
Encoded,encoded,GNN,KMeans,3,50,Credit,XGBClassifier,centroid,0.296042216358839
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Credit,XGBClassifier,centroid,0.28221635883905005
Original,original,,KMeans,4,50,Credit,XGBClassifier,centroid,0.3331926121372031
Decoded,decoded,MLP,KMeans,3,50,Credit,XGBClassifier,closest,0.2835883905013192
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Credit,XGBClassifier,closest,0.2718733509234828
Encoded,encoded,MLP,KMeans,4,50,Credit,XGBClassifier,closest,0.29118733509234823
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Credit,XGBClassifier,closest,0.26670184696569915
Original,original,,KMeans,2,50,Credit,XGBClassifier,closest,0.27261213720316607
Decoded,decoded,GNN,KMeans,1,50,Credit,XGBClassifier,closest,0.29002638522427426
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Credit,XGBClassifier,closest,0.30722955145118724
Encoded,encoded,GNN,KMeans,2,50,Credit,XGBClassifier,closest,0.29414248021108175
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,Credit,XGBClassifier,closest,0.30279683377308697
Original,original,,KMeans,0,50,Credit,XGBClassifier,closest,0.27261213720316607
Decoded,decoded,MLP,Agglo,3,50,CreditDefault,GaussianNB,centroid,0.0938242951847648
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,CreditDefault,GaussianNB,centroid,0.0803740447385189
Encoded,encoded,MLP,Agglo,1,50,CreditDefault,GaussianNB,centroid,-0.0795418964709655
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,GaussianNB,centroid,-0.1593623009827958
Original,original,,Agglo,4,50,CreditDefault,GaussianNB,centroid,0.1007642091848574
Decoded,decoded,GNN,Agglo,2,50,CreditDefault,GaussianNB,centroid,-0.0280930216856487
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,CreditDefault,GaussianNB,centroid,0.0793967347042117
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,GaussianNB,centroid,-0.110641117070433
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,GaussianNB,centroid,-0.179466361714428
Original,original,,Agglo,4,50,CreditDefault,GaussianNB,centroid,0.1007642091848574
Decoded,decoded,MLP,Agglo,3,50,CreditDefault,GaussianNB,closest,0.0483700949881212
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,CreditDefault,GaussianNB,closest,-0.0491634209227057
Encoded,encoded,MLP,Agglo,1,50,CreditDefault,GaussianNB,closest,-0.069418551167413
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,GaussianNB,closest,-0.1567941192605189
Original,original,,Agglo,4,50,CreditDefault,GaussianNB,closest,0.1427463424720542
Decoded,decoded,GNN,Agglo,2,50,CreditDefault,GaussianNB,closest,0.1055604552340521
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,CreditDefault,GaussianNB,closest,0.1198892719546621
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,GaussianNB,closest,-0.1173345936525485
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,GaussianNB,closest,-0.1752524506597688
Original,original,,Agglo,4,50,CreditDefault,GaussianNB,closest,0.1427463424720542
Decoded,decoded,MLP,KIP,3,50,CreditDefault,GaussianNB,centroid,0.07418559607050468
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,CreditDefault,GaussianNB,centroid,0.03991526603847624
Encoded,encoded,MLP,KIP,1,50,CreditDefault,GaussianNB,centroid,-0.0634130738426092
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,CreditDefault,GaussianNB,centroid,-0.1457307671208598
Original,original,,KIP,4,50,CreditDefault,GaussianNB,centroid,0.10459040328808282
Decoded,decoded,GNN,KIP,4,50,CreditDefault,GaussianNB,centroid,0.11780333112496147
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,CreditDefault,GaussianNB,centroid,0.07598222612321022
Encoded,encoded,GNN,KIP,1,50,CreditDefault,GaussianNB,centroid,-0.07166855855209572
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,CreditDefault,GaussianNB,centroid,-0.1732546196466324
Original,original,,KIP,3,50,CreditDefault,GaussianNB,centroid,0.10459040328808282
Decoded,decoded,MLP,KMeans,3,50,CreditDefault,GaussianNB,centroid,0.025213248543107514
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,CreditDefault,GaussianNB,centroid,0.04204002920114608
Encoded,encoded,MLP,KMeans,1,50,CreditDefault,GaussianNB,centroid,-0.08560493212421458
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,GaussianNB,centroid,-0.14021208809293723
Original,original,,KMeans,2,50,CreditDefault,GaussianNB,centroid,0.00550399405849516
Decoded,decoded,GNN,KMeans,2,50,CreditDefault,GaussianNB,centroid,-0.010536718753296741
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,CreditDefault,GaussianNB,centroid,0.09401553737282517
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,GaussianNB,centroid,-0.13984850850504488
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,GaussianNB,centroid,-0.1686904636314917
Original,original,,KMeans,3,50,CreditDefault,GaussianNB,centroid,0.00550399405849516
Decoded,decoded,MLP,KMeans,4,50,CreditDefault,GaussianNB,closest,0.05916557303029404
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,CreditDefault,GaussianNB,closest,0.02636779096705586
Encoded,encoded,MLP,KMeans,1,50,CreditDefault,GaussianNB,closest,-0.08085628563109502
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,GaussianNB,closest,-0.12706735252788248
Original,original,,KMeans,3,50,CreditDefault,GaussianNB,closest,0.05692147339193249
Decoded,decoded,GNN,KMeans,3,50,CreditDefault,GaussianNB,closest,0.08085594804559082
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,CreditDefault,GaussianNB,closest,0.1235836389185448
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,GaussianNB,closest,-0.1324341180789697
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,GaussianNB,closest,-0.16279925899981854
Original,original,,KMeans,2,50,CreditDefault,GaussianNB,closest,0.05692147339193249
Decoded,decoded,MLP,Agglo,4,50,CreditDefault,KNeighborsClassifier,centroid,0.0394967723853883
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,CreditDefault,KNeighborsClassifier,centroid,0.012260061353618
Encoded,encoded,MLP,Agglo,2,50,CreditDefault,KNeighborsClassifier,centroid,0.0091817182059397
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,KNeighborsClassifier,centroid,-0.0317765436649495
Original,original,,Agglo,1,50,CreditDefault,KNeighborsClassifier,centroid,0.0038544024419592
Decoded,decoded,GNN,Agglo,4,50,CreditDefault,KNeighborsClassifier,centroid,0.0099585390893221
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,CreditDefault,KNeighborsClassifier,centroid,0.0038361243035268
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,KNeighborsClassifier,centroid,-0.0279724061036798
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,KNeighborsClassifier,centroid,-0.0461865710516936
Original,original,,Agglo,3,50,CreditDefault,KNeighborsClassifier,centroid,0.0038544024419592
Decoded,decoded,MLP,Agglo,1,50,CreditDefault,KNeighborsClassifier,closest,0.0190283036973628
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,CreditDefault,KNeighborsClassifier,closest,0.0197921775660221
Encoded,encoded,MLP,Agglo,4,50,CreditDefault,KNeighborsClassifier,closest,0.0501567350370588
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,KNeighborsClassifier,closest,-0.0347848206153031
Original,original,,Agglo,3,50,CreditDefault,KNeighborsClassifier,closest,0.0432613073133878
Decoded,decoded,GNN,Agglo,2,50,CreditDefault,KNeighborsClassifier,closest,0.0334307151930932
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,CreditDefault,KNeighborsClassifier,closest,0.0501255098839033
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,KNeighborsClassifier,closest,0.0137245971955241
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,KNeighborsClassifier,closest,-0.0469306436037178
Original,original,,Agglo,3,50,CreditDefault,KNeighborsClassifier,closest,0.0432613073133878
Decoded,decoded,MLP,KIP,2,50,CreditDefault,KNeighborsClassifier,centroid,0.10841784433728027
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,CreditDefault,KNeighborsClassifier,centroid,0.09068942091811077
Encoded,encoded,MLP,KIP,3,50,CreditDefault,KNeighborsClassifier,centroid,0.11207849851185483
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,CreditDefault,KNeighborsClassifier,centroid,0.02402082489238732
Original,original,,KIP,4,50,CreditDefault,KNeighborsClassifier,centroid,0.16629633127298077
Decoded,decoded,GNN,KIP,3,50,CreditDefault,KNeighborsClassifier,centroid,0.11585506654765561
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,CreditDefault,KNeighborsClassifier,centroid,0.09829876226539237
Encoded,encoded,GNN,KIP,1,50,CreditDefault,KNeighborsClassifier,centroid,0.07781765119828418
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,CreditDefault,KNeighborsClassifier,centroid,0.04097791086970418
Original,original,,KIP,4,50,CreditDefault,KNeighborsClassifier,centroid,0.16629633127298077
Decoded,decoded,MLP,KMeans,4,50,CreditDefault,KNeighborsClassifier,centroid,0.040994056558652923
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,CreditDefault,KNeighborsClassifier,centroid,0.019964144385108122
Encoded,encoded,MLP,KMeans,2,50,CreditDefault,KNeighborsClassifier,centroid,0.011111889624414659
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,KNeighborsClassifier,centroid,-0.03495419803144452
Original,original,,KMeans,1,50,CreditDefault,KNeighborsClassifier,centroid,-0.008118539820447721
Decoded,decoded,GNN,KMeans,4,50,CreditDefault,KNeighborsClassifier,centroid,0.0501322118679952
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,CreditDefault,KNeighborsClassifier,centroid,0.04207185745489096
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,KNeighborsClassifier,centroid,-0.010241393281565581
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,KNeighborsClassifier,centroid,-0.023291984122390464
Original,original,,KMeans,2,50,CreditDefault,KNeighborsClassifier,centroid,-0.008118539820447721
Decoded,decoded,MLP,KMeans,3,50,CreditDefault,KNeighborsClassifier,closest,0.04006080527385212
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,CreditDefault,KNeighborsClassifier,closest,0.02070075336393892
Encoded,encoded,MLP,KMeans,2,50,CreditDefault,KNeighborsClassifier,closest,0.03674484632655104
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,KNeighborsClassifier,closest,-0.02188593832346824
Original,original,,KMeans,4,50,CreditDefault,KNeighborsClassifier,closest,0.0593590161487352
Decoded,decoded,GNN,KMeans,2,50,CreditDefault,KNeighborsClassifier,closest,0.03708070712024879
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,CreditDefault,KNeighborsClassifier,closest,0.0625433724993221
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,KNeighborsClassifier,closest,0.02206887202561362
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,KNeighborsClassifier,closest,-0.015389126335446479
Original,original,,KMeans,3,50,CreditDefault,KNeighborsClassifier,closest,0.0593590161487352
Decoded,decoded,MLP,Agglo,3,50,CreditDefault,LogisticRegression,centroid,0.0218572393903926
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,CreditDefault,LogisticRegression,centroid,0.0233731130766353
Encoded,encoded,MLP,Agglo,1,50,CreditDefault,LogisticRegression,centroid,-0.0119474979788349
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,LogisticRegression,centroid,-0.0300052489954507
Original,original,,Agglo,2,50,CreditDefault,LogisticRegression,centroid,-0.0119263813304693
Decoded,decoded,GNN,Agglo,3,50,CreditDefault,LogisticRegression,centroid,0.0406457772736597
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,CreditDefault,LogisticRegression,centroid,0.05631583869294
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,LogisticRegression,centroid,-0.0172070517538883
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,LogisticRegression,centroid,-0.0502297189675768
Original,original,,Agglo,2,50,CreditDefault,LogisticRegression,centroid,-0.0119263813304693
Decoded,decoded,MLP,Agglo,4,50,CreditDefault,LogisticRegression,closest,0.0675725206038156
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,CreditDefault,LogisticRegression,closest,0.003776109227372
Encoded,encoded,MLP,Agglo,2,50,CreditDefault,LogisticRegression,closest,0.0503209730551567
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,LogisticRegression,closest,-0.035264048604491
Original,original,,Agglo,3,50,CreditDefault,LogisticRegression,closest,0.0608506389294463
Decoded,decoded,GNN,Agglo,2,50,CreditDefault,LogisticRegression,closest,0.018057751016616
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,CreditDefault,LogisticRegression,closest,0.0345928408528714
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,LogisticRegression,closest,0.0015279403424517
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,LogisticRegression,closest,-0.0472326632316916
Original,original,,Agglo,4,50,CreditDefault,LogisticRegression,closest,0.0608506389294463
Decoded,decoded,MLP,KIP,4,50,CreditDefault,LogisticRegression,centroid,0.10192372666610361
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,CreditDefault,LogisticRegression,centroid,0.07731589299289275
Encoded,encoded,MLP,KIP,1,50,CreditDefault,LogisticRegression,centroid,0.030499378567205304
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,CreditDefault,LogisticRegression,centroid,-0.01800284773086514
Original,original,,KIP,2,50,CreditDefault,LogisticRegression,centroid,0.0464162031059574
Decoded,decoded,GNN,KIP,3,50,CreditDefault,LogisticRegression,centroid,0.0722138090813655
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,CreditDefault,LogisticRegression,centroid,0.07941383200801233
Encoded,encoded,GNN,KIP,2,50,CreditDefault,LogisticRegression,centroid,0.05210336901041359
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,CreditDefault,LogisticRegression,centroid,-0.01468919310269918
Original,original,,KIP,1,50,CreditDefault,LogisticRegression,centroid,0.0464162031059574
Decoded,decoded,MLP,KMeans,4,50,CreditDefault,LogisticRegression,centroid,0.03907077697199332
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,CreditDefault,LogisticRegression,centroid,0.01869381463202738
Encoded,encoded,MLP,KMeans,1,50,CreditDefault,LogisticRegression,centroid,-0.02157005297262058
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,LogisticRegression,centroid,-0.0478631460186066
Original,original,,KMeans,2,50,CreditDefault,LogisticRegression,centroid,-0.0092243553388919
Decoded,decoded,GNN,KMeans,3,50,CreditDefault,LogisticRegression,centroid,0.05487628660721834
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,CreditDefault,LogisticRegression,centroid,0.07272121197494964
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,LogisticRegression,centroid,-0.025585836158941843
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,LogisticRegression,centroid,-0.03879822137487464
Original,original,,KMeans,2,50,CreditDefault,LogisticRegression,centroid,-0.0092243553388919
Decoded,decoded,MLP,KMeans,3,50,CreditDefault,LogisticRegression,closest,0.04461962882965508
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,CreditDefault,LogisticRegression,closest,0.031570294305745004
Encoded,encoded,MLP,KMeans,1,50,CreditDefault,LogisticRegression,closest,0.012796839742738958
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,LogisticRegression,closest,-0.03719788109516951
Original,original,,KMeans,4,50,CreditDefault,LogisticRegression,closest,0.07540815464626603
Decoded,decoded,GNN,KMeans,2,50,CreditDefault,LogisticRegression,closest,0.03414245290987418
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,CreditDefault,LogisticRegression,closest,0.0752636564381644
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,LogisticRegression,closest,0.0012706188987970202
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,LogisticRegression,closest,-0.016585468125927517
Original,original,,KMeans,4,50,CreditDefault,LogisticRegression,closest,0.07540815464626603
Decoded,decoded,MLP,Agglo,2,50,CreditDefault,MLPClassifier,centroid,0.0903228524163417
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,CreditDefault,MLPClassifier,centroid,0.1102299071332542
Encoded,encoded,MLP,Agglo,1,50,CreditDefault,MLPClassifier,centroid,0.0334211760741221
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,MLPClassifier,centroid,0.031264257190979
Original,original,,Agglo,3,50,CreditDefault,MLPClassifier,centroid,0.106608625248017
Decoded,decoded,GNN,Agglo,4,50,CreditDefault,MLPClassifier,centroid,0.1237076157585736
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,CreditDefault,MLPClassifier,centroid,0.1194130553209354
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,MLPClassifier,centroid,0.0497740625684969
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,MLPClassifier,centroid,-0.0042353005014247
Original,original,,Agglo,2,50,CreditDefault,MLPClassifier,centroid,0.106608625248017
Decoded,decoded,MLP,Agglo,4,50,CreditDefault,MLPClassifier,closest,0.1179565460453274
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,CreditDefault,MLPClassifier,closest,0.0852629106338742
Encoded,encoded,MLP,Agglo,2,50,CreditDefault,MLPClassifier,closest,0.105165681499976
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,MLPClassifier,closest,0.031264257190979
Original,original,,Agglo,3,50,CreditDefault,MLPClassifier,closest,0.1108567773018738
Decoded,decoded,GNN,Agglo,2,50,CreditDefault,MLPClassifier,closest,0.0831616818112693
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,CreditDefault,MLPClassifier,closest,0.1052392209388916
Encoded,encoded,GNN,Agglo,1,50,CreditDefault,MLPClassifier,closest,0.0774591624072099
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,MLPClassifier,closest,2.5703104863714237e-05
Original,original,,Agglo,4,50,CreditDefault,MLPClassifier,closest,0.1108567773018738
Decoded,decoded,MLP,KIP,4,50,CreditDefault,MLPClassifier,centroid,0.1456547830265263
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,CreditDefault,MLPClassifier,centroid,0.13827956267595015
Encoded,encoded,MLP,KIP,2,50,CreditDefault,MLPClassifier,centroid,0.09905790980923299
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,CreditDefault,MLPClassifier,centroid,0.04846805925136842
Original,original,,KIP,1,50,CreditDefault,MLPClassifier,centroid,0.0783239290908454
Decoded,decoded,GNN,KIP,4,50,CreditDefault,MLPClassifier,centroid,0.12960876304521815
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,CreditDefault,MLPClassifier,centroid,0.1249078079606799
Encoded,encoded,GNN,KIP,2,50,CreditDefault,MLPClassifier,centroid,0.0918137752934616
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,CreditDefault,MLPClassifier,centroid,0.05428467188201699
Original,original,,KIP,1,50,CreditDefault,MLPClassifier,centroid,0.0783239290908454
Decoded,decoded,MLP,KMeans,4,50,CreditDefault,MLPClassifier,centroid,0.09808847437079152
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,CreditDefault,MLPClassifier,centroid,0.08519422622587738
Encoded,encoded,MLP,KMeans,1,50,CreditDefault,MLPClassifier,centroid,0.03966274670518316
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,MLPClassifier,centroid,0.018605335250594518
Original,original,,KMeans,2,50,CreditDefault,MLPClassifier,centroid,0.08386851719502011
Decoded,decoded,GNN,KMeans,3,50,CreditDefault,MLPClassifier,centroid,0.10920877989503135
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,CreditDefault,MLPClassifier,centroid,0.1350671029530725
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,MLPClassifier,centroid,0.0411219690863045
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,MLPClassifier,centroid,0.01482612206547298
Original,original,,KMeans,2,50,CreditDefault,MLPClassifier,centroid,0.08386851719502011
Decoded,decoded,MLP,KMeans,3,50,CreditDefault,MLPClassifier,closest,0.1108703428294405
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,CreditDefault,MLPClassifier,closest,0.10306530944753316
Encoded,encoded,MLP,KMeans,1,50,CreditDefault,MLPClassifier,closest,0.07689269453502007
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,MLPClassifier,closest,0.02374210075759902
Original,original,,KMeans,4,50,CreditDefault,MLPClassifier,closest,0.13674751483104838
Decoded,decoded,GNN,KMeans,2,50,CreditDefault,MLPClassifier,closest,0.11174496236994044
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,CreditDefault,MLPClassifier,closest,0.13718832307946038
Encoded,encoded,GNN,KMeans,1,50,CreditDefault,MLPClassifier,closest,0.06981820051134896
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,MLPClassifier,closest,0.031882845248031345
Original,original,,KMeans,3,50,CreditDefault,MLPClassifier,closest,0.13674751483104838
Decoded,decoded,MLP,Agglo,1,50,CreditDefault,XGBClassifier,centroid,0.0521507732811149
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,CreditDefault,XGBClassifier,centroid,0.0934050318332906
Encoded,encoded,MLP,Agglo,0,50,CreditDefault,XGBClassifier,centroid,0.0340429769414889
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,CreditDefault,XGBClassifier,centroid,0.0897328823829138
Original,original,,Agglo,4,50,CreditDefault,XGBClassifier,centroid,0.0993522857531212
Decoded,decoded,GNN,Agglo,1,50,CreditDefault,XGBClassifier,centroid,0.0456634546262031
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,CreditDefault,XGBClassifier,centroid,0.0767546107209026
Encoded,encoded,GNN,Agglo,3,50,CreditDefault,XGBClassifier,centroid,0.0810823973059273
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,XGBClassifier,centroid,0.0369562736550896
Original,original,,Agglo,4,50,CreditDefault,XGBClassifier,centroid,0.0993522857531212
Decoded,decoded,MLP,Agglo,2,50,CreditDefault,XGBClassifier,closest,0.0984211647226515
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,CreditDefault,XGBClassifier,closest,0.0506701381998762
Encoded,encoded,MLP,Agglo,3,50,CreditDefault,XGBClassifier,closest,0.1193775663069383
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,CreditDefault,XGBClassifier,closest,0.0101616487166012
Original,original,,Agglo,4,50,CreditDefault,XGBClassifier,closest,0.1208909105578656
Decoded,decoded,GNN,Agglo,2,50,CreditDefault,XGBClassifier,closest,0.053584888654352
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,CreditDefault,XGBClassifier,closest,0.0507093892035025
Encoded,encoded,GNN,Agglo,3,50,CreditDefault,XGBClassifier,closest,0.093386133201915
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,CreditDefault,XGBClassifier,closest,0.0340298932736136
Original,original,,Agglo,4,50,CreditDefault,XGBClassifier,closest,0.1208909105578656
Decoded,decoded,MLP,KIP,3,50,CreditDefault,XGBClassifier,centroid,0.13760020817569316
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,CreditDefault,XGBClassifier,centroid,0.12342216416950313
Encoded,encoded,MLP,KIP,2,50,CreditDefault,XGBClassifier,centroid,0.12601825462416785
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,CreditDefault,XGBClassifier,centroid,0.06167146764590634
Original,original,,KIP,4,50,CreditDefault,XGBClassifier,centroid,0.17959732831501976
Decoded,decoded,GNN,KIP,2,50,CreditDefault,XGBClassifier,centroid,0.12530548547313078
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,CreditDefault,XGBClassifier,centroid,0.10896005919632827
Encoded,encoded,GNN,KIP,3,50,CreditDefault,XGBClassifier,centroid,0.13934818620385353
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,CreditDefault,XGBClassifier,centroid,0.08105550309973887
Original,original,,KIP,4,50,CreditDefault,XGBClassifier,centroid,0.17959732831501976
Decoded,decoded,MLP,KMeans,3,50,CreditDefault,XGBClassifier,centroid,0.08556835089815729
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,CreditDefault,XGBClassifier,centroid,0.04811271725248778
Encoded,encoded,MLP,KMeans,2,50,CreditDefault,XGBClassifier,centroid,0.05110727808100376
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,XGBClassifier,centroid,0.040074402457984895
Original,original,,KMeans,4,50,CreditDefault,XGBClassifier,centroid,0.27820995071091553
Decoded,decoded,GNN,KMeans,1,50,CreditDefault,XGBClassifier,centroid,0.0674980610731077
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,CreditDefault,XGBClassifier,centroid,0.07967764749836623
Encoded,encoded,GNN,KMeans,3,50,CreditDefault,XGBClassifier,centroid,0.08802357386202969
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,XGBClassifier,centroid,0.05834894287597905
Original,original,,KMeans,4,50,CreditDefault,XGBClassifier,centroid,0.27820995071091553
Decoded,decoded,MLP,KMeans,2,50,CreditDefault,XGBClassifier,closest,0.09176710198937157
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,CreditDefault,XGBClassifier,closest,0.06298637626738929
Encoded,encoded,MLP,KMeans,3,50,CreditDefault,XGBClassifier,closest,0.10449256811321135
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,CreditDefault,XGBClassifier,closest,0.0415482049571108
Original,original,,KMeans,4,50,CreditDefault,XGBClassifier,closest,0.13865213507287952
Decoded,decoded,GNN,KMeans,1,50,CreditDefault,XGBClassifier,closest,0.08397185266917719
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,CreditDefault,XGBClassifier,closest,0.12044911870593789
Encoded,encoded,GNN,KMeans,2,50,CreditDefault,XGBClassifier,closest,0.11161226404876992
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,CreditDefault,XGBClassifier,closest,0.07671594121362632
Original,original,,KMeans,4,50,CreditDefault,XGBClassifier,closest,0.13865213507287952
Decoded,decoded,MLP,Agglo,4,50,Diabetes,GaussianNB,centroid,0.1175504843211295
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Diabetes,GaussianNB,centroid,0.0919389262846823
Encoded,encoded,MLP,Agglo,0,50,Diabetes,GaussianNB,centroid,0.0244623214578888
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Diabetes,GaussianNB,centroid,0.0303726810047612
Original,original,,Agglo,3,50,Diabetes,GaussianNB,centroid,0.1081924150385815
Decoded,decoded,GNN,Agglo,3,50,Diabetes,GaussianNB,centroid,0.1003119356427516
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Diabetes,GaussianNB,centroid,0.0980134624856345
Encoded,encoded,GNN,Agglo,1,50,Diabetes,GaussianNB,centroid,0.0177310786406173
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Diabetes,GaussianNB,centroid,0.0172385486783779
Original,original,,Agglo,4,50,Diabetes,GaussianNB,centroid,0.1081924150385815
Decoded,decoded,MLP,Agglo,4,50,Diabetes,GaussianNB,closest,0.1746839599408964
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Diabetes,GaussianNB,closest,0.039894926941389
Encoded,encoded,MLP,Agglo,2,50,Diabetes,GaussianNB,closest,0.0907896897061238
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Diabetes,GaussianNB,closest,0.0545066491544901
Original,original,,Agglo,3,50,Diabetes,GaussianNB,closest,0.1275652602199967
Decoded,decoded,GNN,Agglo,2,50,Diabetes,GaussianNB,closest,0.1075357084222623
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Diabetes,GaussianNB,closest,0.1275652602199967
Encoded,encoded,GNN,Agglo,0,50,Diabetes,GaussianNB,closest,0.0218354949926122
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Diabetes,GaussianNB,closest,0.0233130848793302
Original,original,,Agglo,3,50,Diabetes,GaussianNB,closest,0.1275652602199967
Decoded,decoded,MLP,KIP,4,50,Diabetes,GaussianNB,centroid,0.12319816122147435
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Diabetes,GaussianNB,centroid,0.10527007059596125
Encoded,encoded,MLP,KIP,1,50,Diabetes,GaussianNB,centroid,0.08139878509275981
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Diabetes,GaussianNB,centroid,0.06704974552618623
Original,original,,KIP,2,50,Diabetes,GaussianNB,centroid,0.08573304876046632
Decoded,decoded,GNN,KIP,2,50,Diabetes,GaussianNB,centroid,0.08172713840091941
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Diabetes,GaussianNB,centroid,0.09016581842062057
Encoded,encoded,GNN,KIP,1,50,Diabetes,GaussianNB,centroid,0.055590215071416905
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Diabetes,GaussianNB,centroid,0.0118535544245608
Original,original,,KIP,3,50,Diabetes,GaussianNB,centroid,0.08573304876046632
Decoded,decoded,MLP,KMeans,1,50,Diabetes,GaussianNB,centroid,0.02833689049417174
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,Diabetes,GaussianNB,centroid,0.02249220160893122
Encoded,encoded,MLP,KMeans,3,50,Diabetes,GaussianNB,centroid,0.04984403217862418
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,Diabetes,GaussianNB,centroid,0.033098013462485656
Original,original,,KMeans,4,50,Diabetes,GaussianNB,centroid,0.061894598588080794
Decoded,decoded,GNN,KMeans,3,50,Diabetes,GaussianNB,centroid,0.09407322278771955
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Diabetes,GaussianNB,centroid,0.11531768182564446
Encoded,encoded,GNN,KMeans,1,50,Diabetes,GaussianNB,centroid,0.028304055163355733
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,GaussianNB,centroid,0.01671318338532262
Original,original,,KMeans,2,50,Diabetes,GaussianNB,centroid,0.061894598588080794
Decoded,decoded,MLP,KMeans,1,50,Diabetes,GaussianNB,closest,0.0313905762600558
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,Diabetes,GaussianNB,closest,0.0193071745197833
Encoded,encoded,MLP,KMeans,4,50,Diabetes,GaussianNB,closest,0.09499261205056642
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,Diabetes,GaussianNB,closest,0.06425874240682972
Original,original,,KMeans,3,50,Diabetes,GaussianNB,closest,0.07023477261533409
Decoded,decoded,GNN,KMeans,4,50,Diabetes,GaussianNB,closest,0.10993268757182739
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Diabetes,GaussianNB,closest,0.0966343785913643
Encoded,encoded,GNN,KMeans,1,50,Diabetes,GaussianNB,closest,0.02846823181743554
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,GaussianNB,closest,0.01802659661796096
Original,original,,KMeans,2,50,Diabetes,GaussianNB,closest,0.07023477261533409
Decoded,decoded,MLP,Agglo,4,50,Diabetes,KNeighborsClassifier,centroid,0.0967043941411453
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Diabetes,KNeighborsClassifier,centroid,0.0530958721704394
Encoded,encoded,MLP,Agglo,3,50,Diabetes,KNeighborsClassifier,centroid,0.0805592543275632
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Diabetes,KNeighborsClassifier,centroid,0.0294607190412784
Original,original,,Agglo,2,50,Diabetes,KNeighborsClassifier,centroid,0.0692410119840213
Decoded,decoded,GNN,Agglo,4,50,Diabetes,KNeighborsClassifier,centroid,0.0785619174434089
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Diabetes,KNeighborsClassifier,centroid,0.0602529960053264
Encoded,encoded,GNN,Agglo,0,50,Diabetes,KNeighborsClassifier,centroid,0.0101531291611185
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Diabetes,KNeighborsClassifier,centroid,0.0324567243675101
Original,original,,Agglo,3,50,Diabetes,KNeighborsClassifier,centroid,0.0692410119840213
Decoded,decoded,MLP,Agglo,4,50,Diabetes,KNeighborsClassifier,closest,0.1093541944074567
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Diabetes,KNeighborsClassifier,closest,0.0664114513981359
Encoded,encoded,MLP,Agglo,3,50,Diabetes,KNeighborsClassifier,closest,0.1041944074567244
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Diabetes,KNeighborsClassifier,closest,0.0500998668442078
Original,original,,Agglo,2,50,Diabetes,KNeighborsClassifier,closest,0.0912117177097204
Decoded,decoded,GNN,Agglo,2,50,Diabetes,KNeighborsClassifier,closest,0.0709054593874834
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Diabetes,KNeighborsClassifier,closest,0.0770639147802931
Encoded,encoded,GNN,Agglo,1,50,Diabetes,KNeighborsClassifier,closest,0.0514314247669775
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Diabetes,KNeighborsClassifier,closest,0.028462050599201
Original,original,,Agglo,4,50,Diabetes,KNeighborsClassifier,closest,0.0912117177097204
Decoded,decoded,MLP,KIP,3,50,Diabetes,KNeighborsClassifier,centroid,0.09394141145139821
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Diabetes,KNeighborsClassifier,centroid,0.08625166444740351
Encoded,encoded,MLP,KIP,1,50,Diabetes,KNeighborsClassifier,centroid,0.08595206391478039
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Diabetes,KNeighborsClassifier,centroid,0.07859520639147806
Original,original,,KIP,4,50,Diabetes,KNeighborsClassifier,centroid,0.10828894806924105
Decoded,decoded,GNN,KIP,2,50,Diabetes,KNeighborsClassifier,centroid,0.0869507323568576
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Diabetes,KNeighborsClassifier,centroid,0.08715046604527302
Encoded,encoded,GNN,KIP,1,50,Diabetes,KNeighborsClassifier,centroid,0.0709387483355526
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Diabetes,KNeighborsClassifier,centroid,0.05672436750998683
Original,original,,KIP,4,50,Diabetes,KNeighborsClassifier,centroid,0.10828894806924105
Decoded,decoded,MLP,KMeans,3,50,Diabetes,KNeighborsClassifier,centroid,0.07879494007989349
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Diabetes,KNeighborsClassifier,centroid,0.07909454061251672
Encoded,encoded,MLP,KMeans,2,50,Diabetes,KNeighborsClassifier,centroid,0.05652463382157132
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,KNeighborsClassifier,centroid,0.0343209054593875
Original,original,,KMeans,1,50,Diabetes,KNeighborsClassifier,centroid,0.04976697736351534
Decoded,decoded,GNN,KMeans,4,50,Diabetes,KNeighborsClassifier,centroid,0.08185752330226367
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Diabetes,KNeighborsClassifier,centroid,0.060286284953395566
Encoded,encoded,GNN,KMeans,2,50,Diabetes,KNeighborsClassifier,centroid,0.05006657789613852
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,KNeighborsClassifier,centroid,0.0273302263648469
Original,original,,KMeans,1,50,Diabetes,KNeighborsClassifier,centroid,0.04976697736351534
Decoded,decoded,MLP,KMeans,3,50,Diabetes,KNeighborsClassifier,closest,0.08458721704394152
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Diabetes,KNeighborsClassifier,closest,0.07000665778961387
Encoded,encoded,MLP,KMeans,4,50,Diabetes,KNeighborsClassifier,closest,0.08711717709720383
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,KNeighborsClassifier,closest,0.06541278295605864
Original,original,,KMeans,2,50,Diabetes,KNeighborsClassifier,closest,0.07150466045272977
Decoded,decoded,GNN,KMeans,4,50,Diabetes,KNeighborsClassifier,closest,0.08725033288948073
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Diabetes,KNeighborsClassifier,closest,0.0703728362183756
Encoded,encoded,GNN,KMeans,1,50,Diabetes,KNeighborsClassifier,closest,0.06334886817576568
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,KNeighborsClassifier,closest,0.02526631158455392
Original,original,,KMeans,3,50,Diabetes,KNeighborsClassifier,closest,0.07150466045272977
Decoded,decoded,MLP,Agglo,4,50,Diabetes,LogisticRegression,centroid,0.1479918737302703
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Diabetes,LogisticRegression,centroid,0.0884513205188312
Encoded,encoded,MLP,Agglo,1,50,Diabetes,LogisticRegression,centroid,0.0576652601969058
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Diabetes,LogisticRegression,centroid,0.0532895764963276
Original,original,,Agglo,2,50,Diabetes,LogisticRegression,centroid,0.0757930926707299
Decoded,decoded,GNN,Agglo,3,50,Diabetes,LogisticRegression,centroid,0.1048601343959993
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Diabetes,LogisticRegression,centroid,0.1065791529926552
Encoded,encoded,GNN,Agglo,0,50,Diabetes,LogisticRegression,centroid,0.0745428973277075
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,Diabetes,LogisticRegression,centroid,0.0856383809970308
Original,original,,Agglo,1,50,Diabetes,LogisticRegression,centroid,0.0757930926707299
Decoded,decoded,MLP,Agglo,4,50,Diabetes,LogisticRegression,closest,0.1481481481481481
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Diabetes,LogisticRegression,closest,0.0781372089388966
Encoded,encoded,MLP,Agglo,2,50,Diabetes,LogisticRegression,closest,0.0865760275042975
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Diabetes,LogisticRegression,closest,0.086263478668542
Original,original,,Agglo,3,50,Diabetes,LogisticRegression,closest,0.112673855289889
Decoded,decoded,GNN,Agglo,3,50,Diabetes,LogisticRegression,closest,0.1011095483669323
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Diabetes,LogisticRegression,closest,0.0875136740115643
Encoded,encoded,GNN,Agglo,2,50,Diabetes,LogisticRegression,closest,0.0884513205188312
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Diabetes,LogisticRegression,closest,0.0770432880137522
Original,original,,Agglo,4,50,Diabetes,LogisticRegression,closest,0.112673855289889
Decoded,decoded,MLP,KIP,3,50,Diabetes,LogisticRegression,centroid,0.12301922175339897
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,Diabetes,LogisticRegression,centroid,0.13489607751211125
Encoded,encoded,MLP,KIP,1,50,Diabetes,LogisticRegression,centroid,0.10807938740428188
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Diabetes,LogisticRegression,centroid,0.10514142834817937
Original,original,,KIP,2,50,Diabetes,LogisticRegression,centroid,0.11886232223784962
Decoded,decoded,GNN,KIP,4,50,Diabetes,LogisticRegression,centroid,0.11939365525863418
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Diabetes,LogisticRegression,centroid,0.1072042506641663
Encoded,encoded,GNN,KIP,1,50,Diabetes,LogisticRegression,centroid,0.09360837630879829
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Diabetes,LogisticRegression,centroid,0.0760743866229098
Original,original,,KIP,3,50,Diabetes,LogisticRegression,centroid,0.11886232223784962
Decoded,decoded,MLP,KMeans,3,50,Diabetes,LogisticRegression,centroid,0.08132520706360372
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Diabetes,LogisticRegression,centroid,0.08385685263322397
Encoded,encoded,MLP,KMeans,2,50,Diabetes,LogisticRegression,centroid,0.06641662759806223
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,LogisticRegression,centroid,0.06110329739021718
Original,original,,KMeans,1,50,Diabetes,LogisticRegression,centroid,0.06144710110954834
Decoded,decoded,GNN,KMeans,4,50,Diabetes,LogisticRegression,centroid,0.11223628691983115
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Diabetes,LogisticRegression,centroid,0.10789185810282856
Encoded,encoded,GNN,KMeans,2,50,Diabetes,LogisticRegression,centroid,0.08376308798249726
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,LogisticRegression,centroid,0.056633849038912276
Original,original,,KMeans,1,50,Diabetes,LogisticRegression,centroid,0.06144710110954834
Decoded,decoded,MLP,KMeans,3,50,Diabetes,LogisticRegression,closest,0.09276449445225812
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Diabetes,LogisticRegression,closest,0.08316924519456163
Encoded,encoded,MLP,KMeans,4,50,Diabetes,LogisticRegression,closest,0.1006094702297234
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,LogisticRegression,closest,0.07535552430067194
Original,original,,KMeans,2,50,Diabetes,LogisticRegression,closest,0.0898265353961557
Decoded,decoded,GNN,KMeans,4,50,Diabetes,LogisticRegression,closest,0.12439443663072355
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Diabetes,LogisticRegression,closest,0.08648226285357087
Encoded,encoded,GNN,KMeans,3,50,Diabetes,LogisticRegression,closest,0.11186122831692451
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,LogisticRegression,closest,0.06422878574777303
Original,original,,KMeans,2,50,Diabetes,LogisticRegression,closest,0.0898265353961557
Decoded,decoded,MLP,Agglo,4,50,Diabetes,MLPClassifier,centroid,0.1492931489824453
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Diabetes,MLPClassifier,centroid,0.1200869970483143
Encoded,encoded,MLP,Agglo,1,50,Diabetes,MLPClassifier,centroid,0.0840453627466211
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Diabetes,MLPClassifier,centroid,0.0629175081559732
Original,original,,Agglo,2,50,Diabetes,MLPClassifier,centroid,0.0891719745222931
Decoded,decoded,GNN,Agglo,4,50,Diabetes,MLPClassifier,centroid,0.1227279788721454
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Diabetes,MLPClassifier,centroid,0.1115426440888612
Encoded,encoded,GNN,Agglo,1,50,Diabetes,MLPClassifier,centroid,0.1002019574335871
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,Diabetes,MLPClassifier,centroid,0.1106105328569209
Original,original,,Agglo,0,50,Diabetes,MLPClassifier,centroid,0.0891719745222931
Decoded,decoded,MLP,Agglo,4,50,Diabetes,MLPClassifier,closest,0.1721298741649838
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Diabetes,MLPClassifier,closest,0.0933664750660245
Encoded,encoded,MLP,Agglo,2,50,Diabetes,MLPClassifier,closest,0.1107658847289111
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Diabetes,MLPClassifier,closest,0.0860649370824918
Original,original,,Agglo,3,50,Diabetes,MLPClassifier,closest,0.1290974056237379
Decoded,decoded,GNN,Agglo,3,50,Diabetes,MLPClassifier,closest,0.116203200248563
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,Diabetes,MLPClassifier,closest,0.1071927916731398
Encoded,encoded,GNN,Agglo,2,50,Diabetes,MLPClassifier,closest,0.1140282740407023
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Diabetes,MLPClassifier,closest,0.1130961628087618
Original,original,,Agglo,4,50,Diabetes,MLPClassifier,closest,0.1290974056237379
Decoded,decoded,MLP,KIP,4,50,Diabetes,MLPClassifier,centroid,0.14615504116824612
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Diabetes,MLPClassifier,centroid,0.14596861892185803
Encoded,encoded,MLP,KIP,1,50,Diabetes,MLPClassifier,centroid,0.12282118999533949
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Diabetes,MLPClassifier,centroid,0.12160944539381709
Original,original,,KIP,2,50,Diabetes,MLPClassifier,centroid,0.12838278701258352
Decoded,decoded,GNN,KIP,4,50,Diabetes,MLPClassifier,centroid,0.13552897312412618
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,Diabetes,MLPClassifier,centroid,0.12067733416187672
Encoded,encoded,GNN,KIP,2,50,Diabetes,MLPClassifier,centroid,0.1251203977007923
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Diabetes,MLPClassifier,centroid,0.10964735125058259
Original,original,,KIP,3,50,Diabetes,MLPClassifier,centroid,0.12838278701258352
Decoded,decoded,MLP,KMeans,4,50,Diabetes,MLPClassifier,centroid,0.10635389156439341
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Diabetes,MLPClassifier,centroid,0.10417896535653257
Encoded,encoded,MLP,KMeans,2,50,Diabetes,MLPClassifier,centroid,0.07711666925586455
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Diabetes,MLPClassifier,centroid,0.07646419139350633
Original,original,,KMeans,0,50,Diabetes,MLPClassifier,centroid,0.07643312101910828
Decoded,decoded,GNN,KMeans,4,50,Diabetes,MLPClassifier,centroid,0.12254155662575739
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Diabetes,MLPClassifier,centroid,0.11418362591269231
Encoded,encoded,GNN,KMeans,2,50,Diabetes,MLPClassifier,centroid,0.11057946248252297
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Diabetes,MLPClassifier,centroid,0.09606959763865154
Original,original,,KMeans,0,50,Diabetes,MLPClassifier,centroid,0.07643312101910828
Decoded,decoded,MLP,KMeans,3,50,Diabetes,MLPClassifier,closest,0.10862202889544825
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Diabetes,MLPClassifier,closest,0.09818238309771636
Encoded,encoded,MLP,KMeans,4,50,Diabetes,MLPClassifier,closest,0.11026875873854278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,MLPClassifier,closest,0.08845735591113883
Original,original,,KMeans,2,50,Diabetes,MLPClassifier,closest,0.10470716172129872
Decoded,decoded,GNN,KMeans,3,50,Diabetes,MLPClassifier,closest,0.132359794935529
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Diabetes,MLPClassifier,closest,0.1068510175547616
Encoded,encoded,GNN,KMeans,4,50,Diabetes,MLPClassifier,closest,0.14805033400652484
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,MLPClassifier,closest,0.0939257418051888
Original,original,,KMeans,1,50,Diabetes,MLPClassifier,closest,0.10470716172129872
Decoded,decoded,MLP,Agglo,4,50,Diabetes,XGBClassifier,centroid,0.1313226515865534
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Diabetes,XGBClassifier,centroid,0.0802701853597235
Encoded,encoded,MLP,Agglo,1,50,Diabetes,XGBClassifier,centroid,0.1079170593779453
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,Diabetes,XGBClassifier,centroid,0.1080741438894126
Original,original,,Agglo,3,50,Diabetes,XGBClassifier,centroid,0.1176562990889098
Decoded,decoded,GNN,Agglo,1,50,Diabetes,XGBClassifier,centroid,0.0981778196669807
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Diabetes,XGBClassifier,centroid,0.0991203267357838
Encoded,encoded,GNN,Agglo,3,50,Diabetes,XGBClassifier,centroid,0.1041470311027332
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Diabetes,XGBClassifier,centroid,0.0890669180018849
Original,original,,Agglo,4,50,Diabetes,XGBClassifier,centroid,0.1176562990889098
Decoded,decoded,MLP,Agglo,4,50,Diabetes,XGBClassifier,closest,0.1539428212378258
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Diabetes,XGBClassifier,closest,0.0903235940936222
Encoded,encoded,MLP,Agglo,3,50,Diabetes,XGBClassifier,closest,0.1349355953502984
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Diabetes,XGBClassifier,closest,0.1203267357838516
Original,original,,Agglo,2,50,Diabetes,XGBClassifier,closest,0.1251963556393338
Decoded,decoded,GNN,Agglo,3,50,Diabetes,XGBClassifier,closest,0.1115300031416902
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,Diabetes,XGBClassifier,closest,0.0922086082312284
Encoded,encoded,GNN,Agglo,2,50,Diabetes,XGBClassifier,closest,0.1109016650958215
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Diabetes,XGBClassifier,closest,0.0986490732013823
Original,original,,Agglo,4,50,Diabetes,XGBClassifier,closest,0.1251963556393338
Decoded,decoded,MLP,KIP,3,50,Diabetes,XGBClassifier,centroid,0.14228715048696186
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Diabetes,XGBClassifier,centroid,0.1272384542884071
Encoded,encoded,MLP,KIP,1,50,Diabetes,XGBClassifier,centroid,0.11721646245680162
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Diabetes,XGBClassifier,centroid,0.11687087653157388
Original,original,,KIP,4,50,Diabetes,XGBClassifier,centroid,0.14624568017593456
Decoded,decoded,GNN,KIP,3,50,Diabetes,XGBClassifier,centroid,0.12981464027646866
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,Diabetes,XGBClassifier,centroid,0.11470311027332689
Encoded,encoded,GNN,KIP,2,50,Diabetes,XGBClassifier,centroid,0.11793905120955066
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Diabetes,XGBClassifier,centroid,0.09930882814954432
Original,original,,KIP,4,50,Diabetes,XGBClassifier,centroid,0.14624568017593456
Decoded,decoded,MLP,KMeans,2,50,Diabetes,XGBClassifier,centroid,0.13012880929940301
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Diabetes,XGBClassifier,centroid,0.13047439522463078
Encoded,encoded,MLP,KMeans,1,50,Diabetes,XGBClassifier,centroid,0.0917059377945334
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,XGBClassifier,centroid,0.07719132893496687
Original,original,,KMeans,4,50,Diabetes,XGBClassifier,centroid,0.1544140747722273
Decoded,decoded,GNN,KMeans,3,50,Diabetes,XGBClassifier,centroid,0.11517436380772843
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Diabetes,XGBClassifier,centroid,0.09899465912661004
Encoded,encoded,GNN,KMeans,2,50,Diabetes,XGBClassifier,centroid,0.10816839459629275
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,XGBClassifier,centroid,0.08667923342758393
Original,original,,KMeans,4,50,Diabetes,XGBClassifier,centroid,0.1544140747722273
Decoded,decoded,MLP,KMeans,4,50,Diabetes,XGBClassifier,closest,0.1349355953502984
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Diabetes,XGBClassifier,closest,0.1220546654099905
Encoded,encoded,MLP,KMeans,3,50,Diabetes,XGBClassifier,closest,0.12368834432924905
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Diabetes,XGBClassifier,closest,0.10706880301602258
Original,original,,KMeans,1,50,Diabetes,XGBClassifier,closest,0.10926798617656289
Decoded,decoded,GNN,KMeans,3,50,Diabetes,XGBClassifier,closest,0.1287150486961984
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Diabetes,XGBClassifier,closest,0.0967012252591893
Encoded,encoded,GNN,KMeans,4,50,Diabetes,XGBClassifier,closest,0.1336475023562676
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Diabetes,XGBClassifier,closest,0.0879673264216147
Original,original,,KMeans,2,50,Diabetes,XGBClassifier,closest,0.10926798617656289
Decoded,decoded,MLP,Agglo,4,50,Electricity,GaussianNB,centroid,0.2066754948919694
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Electricity,GaussianNB,centroid,0.1686678296765294
Encoded,encoded,MLP,Agglo,1,50,Electricity,GaussianNB,centroid,0.1046852139693037
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,GaussianNB,centroid,0.060681032712188
Original,original,,Agglo,2,50,Electricity,GaussianNB,centroid,0.127612778570867
Decoded,decoded,GNN,Agglo,3,50,Electricity,GaussianNB,centroid,0.1700613496154712
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Electricity,GaussianNB,centroid,0.1750066560339166
Encoded,encoded,GNN,Agglo,1,50,Electricity,GaussianNB,centroid,0.0925607727591985
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Electricity,GaussianNB,centroid,0.0747655174337374
Original,original,,Agglo,2,50,Electricity,GaussianNB,centroid,0.127612778570867
Decoded,decoded,MLP,Agglo,2,50,Electricity,GaussianNB,closest,0.1234019813428199
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Electricity,GaussianNB,closest,0.1391184621899239
Encoded,encoded,MLP,Agglo,1,50,Electricity,GaussianNB,closest,0.1019722779356913
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,GaussianNB,closest,0.0562650394671116
Original,original,,Agglo,3,50,Electricity,GaussianNB,closest,0.1284734988424841
Decoded,decoded,GNN,Agglo,4,50,Electricity,GaussianNB,closest,0.1558316999637403
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Electricity,GaussianNB,closest,0.128312422821702
Encoded,encoded,GNN,Agglo,1,50,Electricity,GaussianNB,closest,0.118811853572325
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Electricity,GaussianNB,closest,0.0784892831514862
Original,original,,Agglo,3,50,Electricity,GaussianNB,closest,0.1284734988424841
Decoded,decoded,MLP,KIP,4,50,Electricity,GaussianNB,centroid,0.20399994675172856
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Electricity,GaussianNB,centroid,0.19301160812315055
Encoded,encoded,MLP,KIP,1,50,Electricity,GaussianNB,centroid,0.17821987225486144
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Electricity,GaussianNB,centroid,0.13867669171025837
Original,original,,KIP,2,50,Electricity,GaussianNB,centroid,0.18377649418452807
Decoded,decoded,GNN,KIP,1,50,Electricity,GaussianNB,centroid,0.1622374796832488
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Electricity,GaussianNB,centroid,0.1698243567735604
Encoded,encoded,GNN,KIP,2,50,Electricity,GaussianNB,centroid,0.16298986507902297
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Electricity,GaussianNB,centroid,0.1331670043283237
Original,original,,KIP,4,50,Electricity,GaussianNB,centroid,0.18377649418452807
Decoded,decoded,MLP,KMeans,3,50,Electricity,GaussianNB,centroid,0.16501099196458227
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Electricity,GaussianNB,centroid,0.17499358485112032
Encoded,encoded,MLP,KMeans,1,50,Electricity,GaussianNB,centroid,0.10225445573927616
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,GaussianNB,centroid,0.06379421825198602
Original,original,,KMeans,2,50,Electricity,GaussianNB,centroid,0.1261692686476713
Decoded,decoded,GNN,KMeans,2,50,Electricity,GaussianNB,centroid,0.12450495589268189
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,GaussianNB,centroid,0.14783865266659735
Encoded,encoded,GNN,KMeans,1,50,Electricity,GaussianNB,centroid,0.09469694126715666
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Electricity,GaussianNB,centroid,0.0780808689103629
Original,original,,KMeans,3,50,Electricity,GaussianNB,centroid,0.1261692686476713
Decoded,decoded,MLP,KMeans,1,50,Electricity,GaussianNB,closest,0.10545679409907724
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Electricity,GaussianNB,closest,0.1267680961714493
Encoded,encoded,MLP,KMeans,2,50,Electricity,GaussianNB,closest,0.11252588246331571
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,GaussianNB,closest,0.07779676402648206
Original,original,,KMeans,3,50,Electricity,GaussianNB,closest,0.11585912282347684
Decoded,decoded,GNN,KMeans,3,50,Electricity,GaussianNB,closest,0.13013303193121334
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,GaussianNB,closest,0.14407538180278356
Encoded,encoded,GNN,KMeans,1,50,Electricity,GaussianNB,closest,0.10143885703853399
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Electricity,GaussianNB,closest,0.07749049771919898
Original,original,,KMeans,2,50,Electricity,GaussianNB,closest,0.11585912282347684
Decoded,decoded,MLP,Agglo,4,50,Electricity,KNeighborsClassifier,centroid,0.2606645233289398
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Electricity,KNeighborsClassifier,centroid,0.2428918733003953
Encoded,encoded,MLP,Agglo,3,50,Electricity,KNeighborsClassifier,centroid,0.2452345125413442
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Electricity,KNeighborsClassifier,centroid,0.2154034207074503
Original,original,,Agglo,0,50,Electricity,KNeighborsClassifier,centroid,0.2070038271102352
Decoded,decoded,GNN,Agglo,4,50,Electricity,KNeighborsClassifier,centroid,0.2715202426291633
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,KNeighborsClassifier,centroid,0.263324116325219
Encoded,encoded,GNN,Agglo,2,50,Electricity,KNeighborsClassifier,centroid,0.2345039793384441
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Electricity,KNeighborsClassifier,centroid,0.2297198921187268
Original,original,,Agglo,0,50,Electricity,KNeighborsClassifier,centroid,0.2070038271102352
Decoded,decoded,MLP,Agglo,2,50,Electricity,KNeighborsClassifier,closest,0.2336405462559704
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Electricity,KNeighborsClassifier,closest,0.2309797832961648
Encoded,encoded,MLP,Agglo,4,50,Electricity,KNeighborsClassifier,closest,0.2596235216912568
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,KNeighborsClassifier,closest,0.2128965079513647
Original,original,,Agglo,3,50,Electricity,KNeighborsClassifier,closest,0.258808057113365
Decoded,decoded,GNN,Agglo,4,50,Electricity,KNeighborsClassifier,closest,0.275898671586186
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,KNeighborsClassifier,closest,0.2734009589978304
Encoded,encoded,GNN,Agglo,0,50,Electricity,KNeighborsClassifier,closest,0.235474995885185
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Electricity,KNeighborsClassifier,closest,0.2361299627393207
Original,original,,Agglo,2,50,Electricity,KNeighborsClassifier,closest,0.258808057113365
Decoded,decoded,MLP,KIP,3,50,Electricity,KNeighborsClassifier,centroid,0.3531985021276053
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Electricity,KNeighborsClassifier,centroid,0.3330329044264772
Encoded,encoded,MLP,KIP,2,50,Electricity,KNeighborsClassifier,centroid,0.3410859548271764
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Electricity,KNeighborsClassifier,centroid,0.31212626246376773
Original,original,,KIP,4,50,Electricity,KNeighborsClassifier,centroid,0.36424894590274776
Decoded,decoded,GNN,KIP,2,50,Electricity,KNeighborsClassifier,centroid,0.3276287684458709
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Electricity,KNeighborsClassifier,centroid,0.333057590656884
Encoded,encoded,GNN,KIP,1,50,Electricity,KNeighborsClassifier,centroid,0.3180673797948894
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Electricity,KNeighborsClassifier,centroid,0.3051901230615499
Original,original,,KIP,4,50,Electricity,KNeighborsClassifier,centroid,0.36424894590274776
Decoded,decoded,MLP,KMeans,4,50,Electricity,KNeighborsClassifier,centroid,0.27371759367219906
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Electricity,KNeighborsClassifier,centroid,0.2589436027059129
Encoded,encoded,MLP,KMeans,2,50,Electricity,KNeighborsClassifier,centroid,0.24900550707149885
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Electricity,KNeighborsClassifier,centroid,0.21455291040392727
Original,original,,KMeans,0,50,Electricity,KNeighborsClassifier,centroid,0.2120810965536331
Decoded,decoded,GNN,KMeans,3,50,Electricity,KNeighborsClassifier,centroid,0.2543425722339469
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,KNeighborsClassifier,centroid,0.25485680311189024
Encoded,encoded,GNN,KMeans,2,50,Electricity,KNeighborsClassifier,centroid,0.23983333337765012
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Electricity,KNeighborsClassifier,centroid,0.22202613751698105
Original,original,,KMeans,0,50,Electricity,KNeighborsClassifier,centroid,0.2120810965536331
Decoded,decoded,MLP,KMeans,3,50,Electricity,KNeighborsClassifier,closest,0.2588248833160808
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Electricity,KNeighborsClassifier,closest,0.24740932583244896
Encoded,encoded,MLP,KMeans,4,50,Electricity,KNeighborsClassifier,closest,0.2680436215582797
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,KNeighborsClassifier,closest,0.22183775211716866
Original,original,,KMeans,1,50,Electricity,KNeighborsClassifier,closest,0.23441834864434458
Decoded,decoded,GNN,KMeans,3,50,Electricity,KNeighborsClassifier,closest,0.25343585050099693
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,KNeighborsClassifier,closest,0.26270406756433
Encoded,encoded,GNN,KMeans,2,50,Electricity,KNeighborsClassifier,closest,0.25323924344840365
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Electricity,KNeighborsClassifier,closest,0.239176622214257
Original,original,,KMeans,0,50,Electricity,KNeighborsClassifier,closest,0.23441834864434458
Decoded,decoded,MLP,Agglo,4,50,Electricity,LogisticRegression,centroid,0.1956984263619852
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Electricity,LogisticRegression,centroid,0.1728905524707499
Encoded,encoded,MLP,Agglo,3,50,Electricity,LogisticRegression,centroid,0.1930775341606352
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Electricity,LogisticRegression,centroid,0.1482401826811837
Original,original,,Agglo,0,50,Electricity,LogisticRegression,centroid,0.1329049367605059
Decoded,decoded,GNN,Agglo,4,50,Electricity,LogisticRegression,centroid,0.2231521607286601
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,LogisticRegression,centroid,0.1986989854512446
Encoded,encoded,GNN,Agglo,2,50,Electricity,LogisticRegression,centroid,0.1475270095481559
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Electricity,LogisticRegression,centroid,0.1350192349697544
Original,original,,Agglo,0,50,Electricity,LogisticRegression,centroid,0.1329049367605059
Decoded,decoded,MLP,Agglo,4,50,Electricity,LogisticRegression,closest,0.1524765800723508
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Electricity,LogisticRegression,closest,0.1444626936371513
Encoded,encoded,MLP,Agglo,1,50,Electricity,LogisticRegression,closest,0.140424957106381
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,LogisticRegression,closest,0.1273603221179979
Original,original,,Agglo,2,50,Electricity,LogisticRegression,closest,0.1412770227452902
Decoded,decoded,GNN,Agglo,4,50,Electricity,LogisticRegression,closest,0.2216025239020629
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,LogisticRegression,closest,0.1688354543767445
Encoded,encoded,GNN,Agglo,2,50,Electricity,LogisticRegression,closest,0.1552677446320508
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Electricity,LogisticRegression,closest,0.1466179322894343
Original,original,,Agglo,0,50,Electricity,LogisticRegression,closest,0.1412770227452902
Decoded,decoded,MLP,KIP,4,50,Electricity,LogisticRegression,centroid,0.2560029364503439
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Electricity,LogisticRegression,centroid,0.24564119185723915
Encoded,encoded,MLP,KIP,1,50,Electricity,LogisticRegression,centroid,0.20613950626060315
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Electricity,LogisticRegression,centroid,0.17666333746960844
Original,original,,KIP,2,50,Electricity,LogisticRegression,centroid,0.21626933321508696
Decoded,decoded,GNN,KIP,2,50,Electricity,LogisticRegression,centroid,0.216018446895553
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Electricity,LogisticRegression,centroid,0.2275953601456869
Encoded,encoded,GNN,KIP,1,50,Electricity,LogisticRegression,centroid,0.1950878272214765
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Electricity,LogisticRegression,centroid,0.17851488953470768
Original,original,,KIP,3,50,Electricity,LogisticRegression,centroid,0.21626933321508696
Decoded,decoded,MLP,KMeans,4,50,Electricity,LogisticRegression,centroid,0.22043295281009806
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Electricity,LogisticRegression,centroid,0.19681976046204272
Encoded,encoded,MLP,KMeans,2,50,Electricity,LogisticRegression,centroid,0.16305794844038024
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Electricity,LogisticRegression,centroid,0.1427057855532555
Original,original,,KMeans,0,50,Electricity,LogisticRegression,centroid,0.11548280747739062
Decoded,decoded,GNN,KMeans,3,50,Electricity,LogisticRegression,centroid,0.16329259935213208
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,LogisticRegression,centroid,0.17579469623012428
Encoded,encoded,GNN,KMeans,2,50,Electricity,LogisticRegression,centroid,0.143945964245972
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Electricity,LogisticRegression,centroid,0.13396254923117598
Original,original,,KMeans,0,50,Electricity,LogisticRegression,centroid,0.11548280747739062
Decoded,decoded,MLP,KMeans,3,50,Electricity,LogisticRegression,closest,0.1711049391535862
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Electricity,LogisticRegression,closest,0.1577717512819989
Encoded,encoded,MLP,KMeans,4,50,Electricity,LogisticRegression,closest,0.17135189565982029
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,LogisticRegression,closest,0.13339500207517593
Original,original,,KMeans,1,50,Electricity,LogisticRegression,closest,0.1459028118459353
Decoded,decoded,GNN,KMeans,3,50,Electricity,LogisticRegression,closest,0.17174586237582667
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,LogisticRegression,closest,0.17870316864952135
Encoded,encoded,GNN,KMeans,2,50,Electricity,LogisticRegression,closest,0.1529345851489657
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Electricity,LogisticRegression,closest,0.14318385027387864
Original,original,,KMeans,1,50,Electricity,LogisticRegression,closest,0.1459028118459353
Decoded,decoded,MLP,Agglo,4,50,Electricity,MLPClassifier,centroid,0.2547750087451679
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Electricity,MLPClassifier,centroid,0.2296990317804879
Encoded,encoded,MLP,Agglo,1,50,Electricity,MLPClassifier,centroid,0.2100045376360086
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,MLPClassifier,centroid,0.1839406982081262
Original,original,,Agglo,2,50,Electricity,MLPClassifier,centroid,0.2286161385811562
Decoded,decoded,GNN,Agglo,4,50,Electricity,MLPClassifier,centroid,0.2730215087865604
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,MLPClassifier,centroid,0.2599966374576872
Encoded,encoded,GNN,Agglo,0,50,Electricity,MLPClassifier,centroid,0.1905365715120168
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Electricity,MLPClassifier,centroid,0.1925091940604373
Original,original,,Agglo,2,50,Electricity,MLPClassifier,centroid,0.2286161385811562
Decoded,decoded,MLP,Agglo,4,50,Electricity,MLPClassifier,closest,0.2106104266134391
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Electricity,MLPClassifier,closest,0.2004013170846376
Encoded,encoded,MLP,Agglo,3,50,Electricity,MLPClassifier,closest,0.2012193107463162
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,MLPClassifier,closest,0.1790678420941856
Original,original,,Agglo,1,50,Electricity,MLPClassifier,closest,0.1977989118055441
Decoded,decoded,GNN,Agglo,4,50,Electricity,MLPClassifier,closest,0.2678119630198721
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,MLPClassifier,closest,0.2267740880464668
Encoded,encoded,GNN,Agglo,2,50,Electricity,MLPClassifier,closest,0.2202823349019209
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Electricity,MLPClassifier,closest,0.1832387987962555
Original,original,,Agglo,1,50,Electricity,MLPClassifier,closest,0.1977989118055441
Decoded,decoded,MLP,KIP,3,50,Electricity,MLPClassifier,centroid,0.3010972457795821
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,Electricity,MLPClassifier,centroid,0.301908490408454
Encoded,encoded,MLP,KIP,2,50,Electricity,MLPClassifier,centroid,0.27027902842012264
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Electricity,MLPClassifier,centroid,0.23682183037797352
Original,original,,KIP,1,50,Electricity,MLPClassifier,centroid,0.24634567359511114
Decoded,decoded,GNN,KIP,3,50,Electricity,MLPClassifier,centroid,0.26865100930969193
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Electricity,MLPClassifier,centroid,0.2825617129654852
Encoded,encoded,GNN,KIP,2,50,Electricity,MLPClassifier,centroid,0.25859696425238693
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Electricity,MLPClassifier,centroid,0.2395799968029178
Original,original,,KIP,1,50,Electricity,MLPClassifier,centroid,0.24634567359511114
Decoded,decoded,MLP,KMeans,4,50,Electricity,MLPClassifier,centroid,0.2657573832650002
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Electricity,MLPClassifier,centroid,0.25748605168137184
Encoded,encoded,MLP,KMeans,2,50,Electricity,MLPClassifier,centroid,0.19504297691564074
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Electricity,MLPClassifier,centroid,0.17945075173612057
Original,original,,KMeans,0,50,Electricity,MLPClassifier,centroid,0.1768522652502696
Decoded,decoded,GNN,KMeans,3,50,Electricity,MLPClassifier,centroid,0.21904112245559407
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,MLPClassifier,centroid,0.22859714331946707
Encoded,encoded,GNN,KMeans,2,50,Electricity,MLPClassifier,centroid,0.1960273777781454
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Electricity,MLPClassifier,centroid,0.1778608211188992
Original,original,,KMeans,0,50,Electricity,MLPClassifier,centroid,0.1768522652502696
Decoded,decoded,MLP,KMeans,4,50,Electricity,MLPClassifier,closest,0.22445849489057385
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Electricity,MLPClassifier,closest,0.21291167263185
Encoded,encoded,MLP,KMeans,2,50,Electricity,MLPClassifier,closest,0.21076150697847257
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,MLPClassifier,closest,0.1761064753540833
Original,original,,KMeans,1,50,Electricity,MLPClassifier,closest,0.19154962310733842
Decoded,decoded,GNN,KMeans,3,50,Electricity,MLPClassifier,closest,0.21846880447360723
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,MLPClassifier,closest,0.23608468359799417
Encoded,encoded,GNN,KMeans,2,50,Electricity,MLPClassifier,closest,0.20838881918214452
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Electricity,MLPClassifier,closest,0.19525250172767067
Original,original,,KMeans,0,50,Electricity,MLPClassifier,closest,0.19154962310733842
Decoded,decoded,MLP,Agglo,3,50,Electricity,XGBClassifier,centroid,0.3437560940379485
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Electricity,XGBClassifier,centroid,0.331022775471302
Encoded,encoded,MLP,Agglo,1,50,Electricity,XGBClassifier,centroid,0.3193448947274129
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Electricity,XGBClassifier,centroid,0.3023460759012213
Original,original,,Agglo,4,50,Electricity,XGBClassifier,centroid,0.3689805407488528
Decoded,decoded,GNN,Agglo,3,50,Electricity,XGBClassifier,centroid,0.3410264484510013
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Electricity,XGBClassifier,centroid,0.327494916659907
Encoded,encoded,GNN,Agglo,1,50,Electricity,XGBClassifier,centroid,0.3211496242761236
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Electricity,XGBClassifier,centroid,0.3163456491433274
Original,original,,Agglo,4,50,Electricity,XGBClassifier,centroid,0.3689805407488528
Decoded,decoded,MLP,Agglo,3,50,Electricity,XGBClassifier,closest,0.3416793474220159
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Electricity,XGBClassifier,closest,0.3456256977477064
Encoded,encoded,MLP,Agglo,2,50,Electricity,XGBClassifier,closest,0.3279424613566086
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Electricity,XGBClassifier,closest,0.3119707039503916
Original,original,,Agglo,0,50,Electricity,XGBClassifier,closest,0.3065440432226273
Decoded,decoded,GNN,Agglo,4,50,Electricity,XGBClassifier,closest,0.3581495046794959
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Electricity,XGBClassifier,closest,0.3558229780411117
Encoded,encoded,GNN,Agglo,2,50,Electricity,XGBClassifier,closest,0.3551274902952218
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Electricity,XGBClassifier,closest,0.3083366390795177
Original,original,,Agglo,0,50,Electricity,XGBClassifier,closest,0.3065440432226273
Decoded,decoded,MLP,KIP,3,50,Electricity,XGBClassifier,centroid,0.41134676147897997
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Electricity,XGBClassifier,centroid,0.4005310883070754
Encoded,encoded,MLP,KIP,1,50,Electricity,XGBClassifier,centroid,0.38843685273884493
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Electricity,XGBClassifier,centroid,0.3565929502187013
Original,original,,KIP,4,50,Electricity,XGBClassifier,centroid,0.41293725160375006
Decoded,decoded,GNN,KIP,2,50,Electricity,XGBClassifier,centroid,0.37684608320077306
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Electricity,XGBClassifier,centroid,0.37950486996114596
Encoded,encoded,GNN,KIP,1,50,Electricity,XGBClassifier,centroid,0.3708701577989038
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Electricity,XGBClassifier,centroid,0.3440079140675508
Original,original,,KIP,4,50,Electricity,XGBClassifier,centroid,0.41293725160375006
Decoded,decoded,MLP,KMeans,3,50,Electricity,XGBClassifier,centroid,0.35357560561382895
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Electricity,XGBClassifier,centroid,0.35080704519853373
Encoded,encoded,MLP,KMeans,1,50,Electricity,XGBClassifier,centroid,0.30560653908339475
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,XGBClassifier,centroid,0.3045387838714907
Original,original,,KMeans,4,50,Electricity,XGBClassifier,centroid,0.429418604729858
Decoded,decoded,GNN,KMeans,2,50,Electricity,XGBClassifier,centroid,0.3298902137763133
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Electricity,XGBClassifier,centroid,0.34417387976777947
Encoded,encoded,GNN,KMeans,1,50,Electricity,XGBClassifier,centroid,0.31266203433573736
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Electricity,XGBClassifier,centroid,0.2985136952641185
Original,original,,KMeans,4,50,Electricity,XGBClassifier,centroid,0.429418604729858
Decoded,decoded,MLP,KMeans,4,50,Electricity,XGBClassifier,closest,0.34196776189268574
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Electricity,XGBClassifier,closest,0.3336930191438718
Encoded,encoded,MLP,KMeans,2,50,Electricity,XGBClassifier,closest,0.33075957587574556
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Electricity,XGBClassifier,closest,0.30336879626332564
Original,original,,KMeans,1,50,Electricity,XGBClassifier,closest,0.3205657568267002
Decoded,decoded,GNN,KMeans,3,50,Electricity,XGBClassifier,closest,0.33287846652565806
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Electricity,XGBClassifier,closest,0.34809183435412644
Encoded,encoded,GNN,KMeans,2,50,Electricity,XGBClassifier,closest,0.3304140992145392
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Electricity,XGBClassifier,closest,0.30791757713668266
Original,original,,KMeans,1,50,Electricity,XGBClassifier,closest,0.3205657568267002
Decoded,decoded,MLP,Agglo,4,50,Elevators,GaussianNB,centroid,-0.0033061463122835
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Elevators,GaussianNB,centroid,-0.0173951383083024
Encoded,encoded,MLP,Agglo,1,50,Elevators,GaussianNB,centroid,-0.1734253906106475
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,GaussianNB,centroid,-0.2967093885144127
Original,original,,Agglo,2,50,Elevators,GaussianNB,centroid,-0.0982078224620702
Decoded,decoded,GNN,Agglo,4,50,Elevators,GaussianNB,centroid,-0.0564939120883513
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Elevators,GaussianNB,centroid,-0.0657980485421434
Encoded,encoded,GNN,Agglo,1,50,Elevators,GaussianNB,centroid,-0.1654929600161922
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,GaussianNB,centroid,-0.3262816393174216
Original,original,,Agglo,2,50,Elevators,GaussianNB,centroid,-0.0982078224620702
Decoded,decoded,MLP,Agglo,3,50,Elevators,GaussianNB,closest,-0.1130007161490646
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Elevators,GaussianNB,closest,-0.1244281604509096
Encoded,encoded,MLP,Agglo,1,50,Elevators,GaussianNB,closest,-0.1561224299047346
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,GaussianNB,closest,-0.2790525431671579
Original,original,,Agglo,4,50,Elevators,GaussianNB,closest,-0.0763269223703438
Decoded,decoded,GNN,Agglo,2,50,Elevators,GaussianNB,closest,-0.0936021653356778
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Elevators,GaussianNB,closest,-0.0408752875715583
Encoded,encoded,GNN,Agglo,1,50,Elevators,GaussianNB,closest,-0.137873198427437
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,GaussianNB,closest,-0.3509987733288296
Original,original,,Agglo,3,50,Elevators,GaussianNB,closest,-0.0763269223703438
Decoded,decoded,MLP,KIP,4,50,Elevators,GaussianNB,centroid,0.00492035017175336
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Elevators,GaussianNB,centroid,-0.0456747110425544
Encoded,encoded,MLP,KIP,3,50,Elevators,GaussianNB,centroid,-0.026544442174024817
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Elevators,GaussianNB,centroid,-0.2380061791223531
Original,original,,KIP,1,50,Elevators,GaussianNB,centroid,-0.046790124491331075
Decoded,decoded,GNN,KIP,3,50,Elevators,GaussianNB,centroid,-0.038513478234805235
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Elevators,GaussianNB,centroid,0.02181141236069432
Encoded,encoded,GNN,KIP,1,50,Elevators,GaussianNB,centroid,-0.11078793801281836
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Elevators,GaussianNB,centroid,-0.32514508303397094
Original,original,,KIP,2,50,Elevators,GaussianNB,centroid,-0.046790124491331075
Decoded,decoded,MLP,KMeans,4,50,Elevators,GaussianNB,centroid,-0.04857463130570534
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Elevators,GaussianNB,centroid,-0.07981755280713011
Encoded,encoded,MLP,KMeans,1,50,Elevators,GaussianNB,centroid,-0.18952759301074604
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,GaussianNB,centroid,-0.3051168882904148
Original,original,,KMeans,3,50,Elevators,GaussianNB,centroid,-0.064393081394112
Decoded,decoded,GNN,KMeans,4,50,Elevators,GaussianNB,centroid,-0.02107334694295874
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Elevators,GaussianNB,centroid,-0.04202073931593892
Encoded,encoded,GNN,KMeans,1,50,Elevators,GaussianNB,centroid,-0.15508707560432727
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,GaussianNB,centroid,-0.32596062920560304
Original,original,,KMeans,2,50,Elevators,GaussianNB,centroid,-0.064393081394112
Decoded,decoded,MLP,KMeans,2,50,Elevators,GaussianNB,closest,-0.1380224874673913
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Elevators,GaussianNB,closest,-0.1019651878070303
Encoded,encoded,MLP,KMeans,1,50,Elevators,GaussianNB,closest,-0.16028344290435503
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,GaussianNB,closest,-0.28191301399488056
Original,original,,KMeans,4,50,Elevators,GaussianNB,closest,-0.0010109884726428992
Decoded,decoded,GNN,KMeans,3,50,Elevators,GaussianNB,closest,-0.0359609966268154
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Elevators,GaussianNB,closest,-0.08974308232877999
Encoded,encoded,GNN,KMeans,1,50,Elevators,GaussianNB,closest,-0.16035396199317614
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,GaussianNB,closest,-0.34105596856421444
Original,original,,KMeans,4,50,Elevators,GaussianNB,closest,-0.0010109884726428992
Decoded,decoded,MLP,Agglo,3,50,Elevators,KNeighborsClassifier,centroid,0.0841077827233311
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Elevators,KNeighborsClassifier,centroid,0.0623342000693794
Encoded,encoded,MLP,Agglo,4,50,Elevators,KNeighborsClassifier,centroid,0.0976079298763005
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,KNeighborsClassifier,centroid,-0.0094400399689714
Original,original,,Agglo,1,50,Elevators,KNeighborsClassifier,centroid,0.0199849914084916
Decoded,decoded,GNN,Agglo,3,50,Elevators,KNeighborsClassifier,centroid,0.0548324327167067
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Elevators,KNeighborsClassifier,centroid,0.0410389909857428
Encoded,encoded,GNN,Agglo,4,50,Elevators,KNeighborsClassifier,centroid,0.0690541856676042
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,KNeighborsClassifier,centroid,-0.0482145945404731
Original,original,,Agglo,1,50,Elevators,KNeighborsClassifier,centroid,0.0199849914084916
Decoded,decoded,MLP,Agglo,2,50,Elevators,KNeighborsClassifier,closest,0.0588333753047987
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Elevators,KNeighborsClassifier,closest,0.0604439670822347
Encoded,encoded,MLP,Agglo,4,50,Elevators,KNeighborsClassifier,closest,0.1303643831155367
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,KNeighborsClassifier,closest,0.0305759597559385
Original,original,,Agglo,1,50,Elevators,KNeighborsClassifier,closest,0.0535191809597205
Decoded,decoded,GNN,Agglo,3,50,Elevators,KNeighborsClassifier,closest,0.0935518681347576
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Elevators,KNeighborsClassifier,closest,0.0531105912717557
Encoded,encoded,GNN,Agglo,4,50,Elevators,KNeighborsClassifier,closest,0.1077726097250414
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,KNeighborsClassifier,closest,-0.0478454479164455
Original,original,,Agglo,2,50,Elevators,KNeighborsClassifier,closest,0.0535191809597205
Decoded,decoded,MLP,KIP,1,50,Elevators,KNeighborsClassifier,centroid,0.17312531668229214
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Elevators,KNeighborsClassifier,centroid,0.18402262615965131
Encoded,encoded,MLP,KIP,3,50,Elevators,KNeighborsClassifier,centroid,0.23695056570455927
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Elevators,KNeighborsClassifier,centroid,0.123934051197097
Original,original,,KIP,4,50,Elevators,KNeighborsClassifier,centroid,0.2537100247075397
Decoded,decoded,GNN,KIP,2,50,Elevators,KNeighborsClassifier,centroid,0.16306379561615625
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Elevators,KNeighborsClassifier,centroid,0.19115777528983063
Encoded,encoded,GNN,KIP,1,50,Elevators,KNeighborsClassifier,centroid,0.16165143051902015
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Elevators,KNeighborsClassifier,centroid,0.01068644078938716
Original,original,,KIP,4,50,Elevators,KNeighborsClassifier,centroid,0.2537100247075397
Decoded,decoded,MLP,KMeans,3,50,Elevators,KNeighborsClassifier,centroid,0.061704526951243246
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Elevators,KNeighborsClassifier,centroid,0.05561118038931305
Encoded,encoded,MLP,KMeans,4,50,Elevators,KNeighborsClassifier,centroid,0.07929866186877188
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,KNeighborsClassifier,centroid,-0.01615375513139084
Original,original,,KMeans,1,50,Elevators,KNeighborsClassifier,centroid,0.030776411429588518
Decoded,decoded,GNN,KMeans,2,50,Elevators,KNeighborsClassifier,centroid,0.05855100342143286
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Elevators,KNeighborsClassifier,centroid,0.06815751334743167
Encoded,encoded,GNN,KMeans,3,50,Elevators,KNeighborsClassifier,centroid,0.06479180636085133
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,KNeighborsClassifier,centroid,-0.04165561755196108
Original,original,,KMeans,1,50,Elevators,KNeighborsClassifier,centroid,0.030776411429588518
Decoded,decoded,MLP,KMeans,3,50,Elevators,KNeighborsClassifier,closest,0.060867727179406195
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Elevators,KNeighborsClassifier,closest,0.04281655840051296
Encoded,encoded,MLP,KMeans,4,50,Elevators,KNeighborsClassifier,closest,0.11419576098312331
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,KNeighborsClassifier,closest,0.019214536892918098
Original,original,,KMeans,2,50,Elevators,KNeighborsClassifier,closest,0.05470307969420496
Decoded,decoded,GNN,KMeans,3,50,Elevators,KNeighborsClassifier,closest,0.07877983387390548
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Elevators,KNeighborsClassifier,closest,0.06434033498286237
Encoded,encoded,GNN,KMeans,4,50,Elevators,KNeighborsClassifier,closest,0.09427327166056304
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,KNeighborsClassifier,closest,-0.020694359742993003
Original,original,,KMeans,1,50,Elevators,KNeighborsClassifier,closest,0.05470307969420496
Decoded,decoded,MLP,Agglo,2,50,Elevators,LogisticRegression,centroid,0.2011958934129897
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Elevators,LogisticRegression,centroid,0.2982885149565193
Encoded,encoded,MLP,Agglo,3,50,Elevators,LogisticRegression,centroid,0.2048050348264261
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,LogisticRegression,centroid,0.1099893915495317
Original,original,,Agglo,1,50,Elevators,LogisticRegression,centroid,0.1960844697868539
Decoded,decoded,GNN,Agglo,3,50,Elevators,LogisticRegression,centroid,0.2438443070308901
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Elevators,LogisticRegression,centroid,0.2509147171312516
Encoded,encoded,GNN,Agglo,2,50,Elevators,LogisticRegression,centroid,0.2189894753004564
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,LogisticRegression,centroid,0.121617684007761
Original,original,,Agglo,1,50,Elevators,LogisticRegression,centroid,0.1960844697868539
Decoded,decoded,MLP,Agglo,3,50,Elevators,LogisticRegression,closest,0.2163713864965592
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Elevators,LogisticRegression,closest,0.2112124167725184
Encoded,encoded,MLP,Agglo,4,50,Elevators,LogisticRegression,closest,0.2293549608464428
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,LogisticRegression,closest,0.1121302745634482
Original,original,,Agglo,1,50,Elevators,LogisticRegression,closest,0.2041171431163718
Decoded,decoded,GNN,Agglo,4,50,Elevators,LogisticRegression,closest,0.2791776008151757
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Elevators,LogisticRegression,closest,0.1977634141064475
Encoded,encoded,GNN,Agglo,3,50,Elevators,LogisticRegression,closest,0.244067642830223
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,LogisticRegression,closest,0.099414964894404
Original,original,,Agglo,2,50,Elevators,LogisticRegression,closest,0.2041171431163718
Decoded,decoded,MLP,KIP,4,50,Elevators,LogisticRegression,centroid,0.3059060977652461
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Elevators,LogisticRegression,centroid,0.25823690344914224
Encoded,encoded,MLP,KIP,3,50,Elevators,LogisticRegression,centroid,0.2720038979076228
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Elevators,LogisticRegression,centroid,0.12043182325763176
Original,original,,KIP,1,50,Elevators,LogisticRegression,centroid,0.257554420652978
Decoded,decoded,GNN,KIP,4,50,Elevators,LogisticRegression,centroid,0.29661855641322704
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Elevators,LogisticRegression,centroid,0.2883721437445038
Encoded,encoded,GNN,KIP,2,50,Elevators,LogisticRegression,centroid,0.2683420632040312
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Elevators,LogisticRegression,centroid,0.11826703633394282
Original,original,,KIP,1,50,Elevators,LogisticRegression,centroid,0.257554420652978
Decoded,decoded,MLP,KMeans,4,50,Elevators,LogisticRegression,centroid,0.24428818693206403
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Elevators,LogisticRegression,centroid,0.2095424582292263
Encoded,encoded,MLP,KMeans,2,50,Elevators,LogisticRegression,centroid,0.20756227230217333
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,LogisticRegression,centroid,0.10074416186262058
Original,original,,KMeans,1,50,Elevators,LogisticRegression,centroid,0.18829886168534776
Decoded,decoded,GNN,KMeans,4,50,Elevators,LogisticRegression,centroid,0.25421066498234246
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Elevators,LogisticRegression,centroid,0.243544810234363
Encoded,encoded,GNN,KMeans,2,50,Elevators,LogisticRegression,centroid,0.2234648281012269
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,LogisticRegression,centroid,0.11622874820284472
Original,original,,KMeans,1,50,Elevators,LogisticRegression,centroid,0.18829886168534776
Decoded,decoded,MLP,KMeans,2,50,Elevators,LogisticRegression,closest,0.21511425021984615
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Elevators,LogisticRegression,closest,0.22061563908934828
Encoded,encoded,MLP,KMeans,3,50,Elevators,LogisticRegression,closest,0.21883645538169477
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,LogisticRegression,closest,0.11049774221465355
Original,original,,KMeans,1,50,Elevators,LogisticRegression,closest,0.2030119798718611
Decoded,decoded,GNN,KMeans,3,50,Elevators,LogisticRegression,closest,0.2304137993607013
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Elevators,LogisticRegression,closest,0.22020386370932848
Encoded,encoded,GNN,KMeans,4,50,Elevators,LogisticRegression,closest,0.24205107759523176
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,LogisticRegression,closest,0.11595036361859826
Original,original,,KMeans,1,50,Elevators,LogisticRegression,closest,0.2030119798718611
Decoded,decoded,MLP,Agglo,1,50,Elevators,MLPClassifier,centroid,0.1831692590821323
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Elevators,MLPClassifier,centroid,0.2794229930311287
Encoded,encoded,MLP,Agglo,2,50,Elevators,MLPClassifier,centroid,0.2043664067760864
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,MLPClassifier,centroid,0.0973694884462529
Original,original,,Agglo,3,50,Elevators,MLPClassifier,centroid,0.2233215442567303
Decoded,decoded,GNN,Agglo,2,50,Elevators,MLPClassifier,centroid,0.216094517969992
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Elevators,MLPClassifier,centroid,0.2210086508165354
Encoded,encoded,GNN,Agglo,1,50,Elevators,MLPClassifier,centroid,0.1993192584914387
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,MLPClassifier,centroid,0.1126225087499219
Original,original,,Agglo,4,50,Elevators,MLPClassifier,centroid,0.2233215442567303
Decoded,decoded,MLP,Agglo,2,50,Elevators,MLPClassifier,closest,0.2030060613910002
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Elevators,MLPClassifier,closest,0.2193980263834371
Encoded,encoded,MLP,Agglo,4,50,Elevators,MLPClassifier,closest,0.2336713704834367
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,MLPClassifier,closest,0.1113098564002084
Original,original,,Agglo,1,50,Elevators,MLPClassifier,closest,0.1905546787524027
Decoded,decoded,GNN,Agglo,4,50,Elevators,MLPClassifier,closest,0.2515055028574254
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Elevators,MLPClassifier,closest,0.1778989598980332
Encoded,encoded,GNN,Agglo,3,50,Elevators,MLPClassifier,closest,0.2265738592285367
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,MLPClassifier,closest,0.090174840917474
Original,original,,Agglo,2,50,Elevators,MLPClassifier,closest,0.1905546787524027
Decoded,decoded,MLP,KIP,4,50,Elevators,MLPClassifier,centroid,0.2903311340572466
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Elevators,MLPClassifier,centroid,0.2518749707387914
Encoded,encoded,MLP,KIP,3,50,Elevators,MLPClassifier,centroid,0.2725961506907395
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Elevators,MLPClassifier,centroid,0.11685528751680745
Original,original,,KIP,1,50,Elevators,MLPClassifier,centroid,0.20898440525253464
Decoded,decoded,GNN,KIP,3,50,Elevators,MLPClassifier,centroid,0.2809538957115211
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Elevators,MLPClassifier,centroid,0.28628518947480347
Encoded,encoded,GNN,KIP,2,50,Elevators,MLPClassifier,centroid,0.2568459851871558
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Elevators,MLPClassifier,centroid,0.11411306924809965
Original,original,,KIP,1,50,Elevators,MLPClassifier,centroid,0.20898440525253464
Decoded,decoded,MLP,KMeans,4,50,Elevators,MLPClassifier,centroid,0.22356167212657124
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Elevators,MLPClassifier,centroid,0.20523135716439095
Encoded,encoded,MLP,KMeans,1,50,Elevators,MLPClassifier,centroid,0.20022358845023452
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,MLPClassifier,centroid,0.09715517607262295
Original,original,,KMeans,3,50,Elevators,MLPClassifier,centroid,0.21895058695249822
Decoded,decoded,GNN,KMeans,4,50,Elevators,MLPClassifier,centroid,0.24315029563118676
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Elevators,MLPClassifier,centroid,0.22962420075880058
Encoded,encoded,GNN,KMeans,1,50,Elevators,MLPClassifier,centroid,0.19846979740086085
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,MLPClassifier,centroid,0.1123790554941283
Original,original,,KMeans,2,50,Elevators,MLPClassifier,centroid,0.21895058695249822
Decoded,decoded,MLP,KMeans,2,50,Elevators,MLPClassifier,closest,0.20448813340398325
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Elevators,MLPClassifier,closest,0.20991962629662705
Encoded,encoded,MLP,KMeans,4,50,Elevators,MLPClassifier,closest,0.2141986979363793
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,MLPClassifier,closest,0.11439878990955395
Original,original,,KMeans,1,50,Elevators,MLPClassifier,closest,0.20299100964405686
Decoded,decoded,GNN,KMeans,3,50,Elevators,MLPClassifier,closest,0.21904973595997984
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Elevators,MLPClassifier,closest,0.20854624189820034
Encoded,encoded,GNN,KMeans,4,50,Elevators,MLPClassifier,closest,0.22462894599704483
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,MLPClassifier,closest,0.10514642855736449
Original,original,,KMeans,1,50,Elevators,MLPClassifier,closest,0.20299100964405686
Decoded,decoded,MLP,Agglo,2,50,Elevators,XGBClassifier,centroid,0.2234799851195079
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Elevators,XGBClassifier,centroid,0.3353143062147262
Encoded,encoded,MLP,Agglo,1,50,Elevators,XGBClassifier,centroid,0.2076858095420714
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,XGBClassifier,centroid,0.1786626643680253
Original,original,,Agglo,3,50,Elevators,XGBClassifier,centroid,0.2843914771185925
Decoded,decoded,GNN,Agglo,2,50,Elevators,XGBClassifier,centroid,0.2617256775969949
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Elevators,XGBClassifier,centroid,0.2740670311385786
Encoded,encoded,GNN,Agglo,1,50,Elevators,XGBClassifier,centroid,0.2352054418065836
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,XGBClassifier,centroid,0.1329413802275018
Original,original,,Agglo,4,50,Elevators,XGBClassifier,centroid,0.2843914771185925
Decoded,decoded,MLP,Agglo,2,50,Elevators,XGBClassifier,closest,0.2551584675213819
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Elevators,XGBClassifier,closest,0.2734082777597614
Encoded,encoded,MLP,Agglo,1,50,Elevators,XGBClassifier,closest,0.2503474913027765
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Elevators,XGBClassifier,closest,0.1581162746104695
Original,original,,Agglo,3,50,Elevators,XGBClassifier,closest,0.2681912691098126
Decoded,decoded,GNN,Agglo,4,50,Elevators,XGBClassifier,closest,0.2981298649886938
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Elevators,XGBClassifier,closest,0.2281204188805522
Encoded,encoded,GNN,Agglo,2,50,Elevators,XGBClassifier,closest,0.2586815389115149
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Elevators,XGBClassifier,closest,0.1153375105926305
Original,original,,Agglo,3,50,Elevators,XGBClassifier,closest,0.2681912691098126
Decoded,decoded,MLP,KIP,2,50,Elevators,XGBClassifier,centroid,0.31750790636600534
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Elevators,XGBClassifier,centroid,0.28601366283667773
Encoded,encoded,MLP,KIP,3,50,Elevators,XGBClassifier,centroid,0.3229422903763686
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Elevators,XGBClassifier,centroid,0.18747555631744928
Original,original,,KIP,4,50,Elevators,XGBClassifier,centroid,0.3539863194905287
Decoded,decoded,GNN,KIP,3,50,Elevators,XGBClassifier,centroid,0.2979601178068417
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Elevators,XGBClassifier,centroid,0.29331031746522657
Encoded,encoded,GNN,KIP,1,50,Elevators,XGBClassifier,centroid,0.2898208243827997
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Elevators,XGBClassifier,centroid,0.13583697908336517
Original,original,,KIP,4,50,Elevators,XGBClassifier,centroid,0.3539863194905287
Decoded,decoded,MLP,KMeans,3,50,Elevators,XGBClassifier,centroid,0.270716888033133
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Elevators,XGBClassifier,centroid,0.24162773497525367
Encoded,encoded,MLP,KMeans,1,50,Elevators,XGBClassifier,centroid,0.21455946585748836
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,XGBClassifier,centroid,0.14326626802735393
Original,original,,KMeans,4,50,Elevators,XGBClassifier,centroid,0.37342453672980847
Decoded,decoded,GNN,KMeans,2,50,Elevators,XGBClassifier,centroid,0.2727438690870146
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Elevators,XGBClassifier,centroid,0.2895049231984575
Encoded,encoded,GNN,KMeans,1,50,Elevators,XGBClassifier,centroid,0.24026949242853343
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,XGBClassifier,centroid,0.12845381613048884
Original,original,,KMeans,4,50,Elevators,XGBClassifier,centroid,0.37342453672980847
Decoded,decoded,MLP,KMeans,3,50,Elevators,XGBClassifier,closest,0.2357829003351645
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Elevators,XGBClassifier,closest,0.2624818080681604
Encoded,encoded,MLP,KMeans,2,50,Elevators,XGBClassifier,closest,0.22864733321963832
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Elevators,XGBClassifier,closest,0.16428938139037166
Original,original,,KMeans,1,50,Elevators,XGBClassifier,closest,0.21938846832549394
Decoded,decoded,GNN,KMeans,4,50,Elevators,XGBClassifier,closest,0.2635229123349913
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Elevators,XGBClassifier,closest,0.24686930880820865
Encoded,encoded,GNN,KMeans,3,50,Elevators,XGBClassifier,closest,0.2502204239172984
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Elevators,XGBClassifier,closest,0.12446029497659676
Original,original,,KMeans,1,50,Elevators,XGBClassifier,closest,0.21938846832549394
Decoded,decoded,MLP,Agglo,3,50,Higgs,GaussianNB,centroid,0.1538749489288087
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Higgs,GaussianNB,centroid,0.1593710688700102
Encoded,encoded,MLP,Agglo,1,50,Higgs,GaussianNB,centroid,0.1095266236159224
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,GaussianNB,centroid,0.035299533459933
Original,original,,Agglo,2,50,Higgs,GaussianNB,centroid,0.1185650102588768
Decoded,decoded,GNN,Agglo,2,50,Higgs,GaussianNB,centroid,0.0873170643840758
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,GaussianNB,centroid,0.1402481790332378
Encoded,encoded,GNN,Agglo,1,50,Higgs,GaussianNB,centroid,0.0501162381412434
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,GaussianNB,centroid,-0.0342175802341498
Original,original,,Agglo,3,50,Higgs,GaussianNB,centroid,0.1185650102588768
Decoded,decoded,MLP,Agglo,3,50,Higgs,GaussianNB,closest,0.1353122114695781
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Higgs,GaussianNB,closest,0.1405796368405671
Encoded,encoded,MLP,Agglo,1,50,Higgs,GaussianNB,closest,0.1047232517494663
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,GaussianNB,closest,0.0549285691764296
Original,original,,Agglo,2,50,Higgs,GaussianNB,closest,0.1116099918559584
Decoded,decoded,GNN,Agglo,4,50,Higgs,GaussianNB,closest,0.1367433207903923
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Higgs,GaussianNB,closest,0.1329325933835377
Encoded,encoded,GNN,Agglo,1,50,Higgs,GaussianNB,closest,0.0840828987795947
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,GaussianNB,closest,-0.0393214143276975
Original,original,,Agglo,2,50,Higgs,GaussianNB,closest,0.1116099918559584
Decoded,decoded,MLP,KIP,3,50,Higgs,GaussianNB,centroid,0.15013419105795112
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,Higgs,GaussianNB,centroid,0.15248852857033324
Encoded,encoded,MLP,KIP,1,50,Higgs,GaussianNB,centroid,0.14189293780793408
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Higgs,GaussianNB,centroid,0.09156602402811329
Original,original,,KIP,2,50,Higgs,GaussianNB,centroid,0.14674994523118695
Decoded,decoded,GNN,KIP,4,50,Higgs,GaussianNB,centroid,0.14850142185151308
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Higgs,GaussianNB,centroid,0.14685241926004997
Encoded,encoded,GNN,KIP,1,50,Higgs,GaussianNB,centroid,0.12008921948885139
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Higgs,GaussianNB,centroid,0.034529610791391004
Original,original,,KIP,2,50,Higgs,GaussianNB,centroid,0.14674994523118695
Decoded,decoded,MLP,KMeans,3,50,Higgs,GaussianNB,centroid,0.14394834715439664
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Higgs,GaussianNB,centroid,0.14616313539721354
Encoded,encoded,MLP,KMeans,1,50,Higgs,GaussianNB,centroid,0.06280475359032396
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,GaussianNB,centroid,0.01008788567295944
Original,original,,KMeans,2,50,Higgs,GaussianNB,centroid,0.13746824642693417
Decoded,decoded,GNN,KMeans,4,50,Higgs,GaussianNB,centroid,0.14274085239794668
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Higgs,GaussianNB,centroid,0.1412283372408407
Encoded,encoded,GNN,KMeans,1,50,Higgs,GaussianNB,centroid,0.03387114646898564
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,GaussianNB,centroid,-0.0297297974438831
Original,original,,KMeans,2,50,Higgs,GaussianNB,centroid,0.13746824642693417
Decoded,decoded,MLP,KMeans,3,50,Higgs,GaussianNB,closest,0.12190640296699999
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Higgs,GaussianNB,closest,0.13536448271787352
Encoded,encoded,MLP,KMeans,1,50,Higgs,GaussianNB,closest,0.09212521447385459
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,GaussianNB,closest,0.020388276541058
Original,original,,KMeans,2,50,Higgs,GaussianNB,closest,0.10304369996441791
Decoded,decoded,GNN,KMeans,4,50,Higgs,GaussianNB,closest,0.1206801851196884
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Higgs,GaussianNB,closest,0.1107896400699544
Encoded,encoded,GNN,KMeans,1,50,Higgs,GaussianNB,closest,0.062379221367761986
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,GaussianNB,closest,-0.024149958000360024
Original,original,,KMeans,2,50,Higgs,GaussianNB,closest,0.10304369996441791
Decoded,decoded,MLP,Agglo,4,50,Higgs,KNeighborsClassifier,centroid,0.1374445138243455
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Higgs,KNeighborsClassifier,centroid,0.1107613723761249
Encoded,encoded,MLP,Agglo,3,50,Higgs,KNeighborsClassifier,centroid,0.121411141880508
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Higgs,KNeighborsClassifier,centroid,0.0526068795563407
Original,original,,Agglo,0,50,Higgs,KNeighborsClassifier,centroid,0.0525541121696906
Decoded,decoded,GNN,Agglo,3,50,Higgs,KNeighborsClassifier,centroid,0.1313266080438216
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,KNeighborsClassifier,centroid,0.1316799411228325
Encoded,encoded,GNN,Agglo,2,50,Higgs,KNeighborsClassifier,centroid,0.0846531447444452
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,KNeighborsClassifier,centroid,0.0204371380793837
Original,original,,Agglo,1,50,Higgs,KNeighborsClassifier,centroid,0.0525541121696906
Decoded,decoded,MLP,Agglo,2,50,Higgs,KNeighborsClassifier,closest,0.1165453364126289
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Higgs,KNeighborsClassifier,closest,0.1165627040413203
Encoded,encoded,MLP,Agglo,4,50,Higgs,KNeighborsClassifier,closest,0.1227653034407144
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,KNeighborsClassifier,closest,0.0771792953339886
Original,original,,Agglo,1,50,Higgs,KNeighborsClassifier,closest,0.1013110264114511
Decoded,decoded,GNN,Agglo,3,50,Higgs,KNeighborsClassifier,closest,0.1204223650233958
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,KNeighborsClassifier,closest,0.1327613856057274
Encoded,encoded,GNN,Agglo,2,50,Higgs,KNeighborsClassifier,closest,0.1120006357458236
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,KNeighborsClassifier,closest,0.0509738693907806
Original,original,,Agglo,1,50,Higgs,KNeighborsClassifier,closest,0.1013110264114511
Decoded,decoded,MLP,KIP,4,50,Higgs,KNeighborsClassifier,centroid,0.17264977850534532
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Higgs,KNeighborsClassifier,centroid,0.17194203706457334
Encoded,encoded,MLP,KIP,2,50,Higgs,KNeighborsClassifier,centroid,0.17141008623072942
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Higgs,KNeighborsClassifier,centroid,0.1542224103362943
Original,original,,KIP,1,50,Higgs,KNeighborsClassifier,centroid,0.15747209603507292
Decoded,decoded,GNN,KIP,3,50,Higgs,KNeighborsClassifier,centroid,0.17610553791457542
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Higgs,KNeighborsClassifier,centroid,0.17806184573311032
Encoded,encoded,GNN,KIP,2,50,Higgs,KNeighborsClassifier,centroid,0.16002027451666556
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Higgs,KNeighborsClassifier,centroid,0.12991213399497034
Original,original,,KIP,1,50,Higgs,KNeighborsClassifier,centroid,0.15747209603507292
Decoded,decoded,MLP,KMeans,4,50,Higgs,KNeighborsClassifier,centroid,0.1253807897897431
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Higgs,KNeighborsClassifier,centroid,0.11273211797990235
Encoded,encoded,MLP,KMeans,3,50,Higgs,KNeighborsClassifier,centroid,0.11816182467750339
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,KNeighborsClassifier,centroid,0.04076964148170204
Original,original,,KMeans,1,50,Higgs,KNeighborsClassifier,centroid,0.06332291789089559
Decoded,decoded,GNN,KMeans,4,50,Higgs,KNeighborsClassifier,centroid,0.14448405774014642
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Higgs,KNeighborsClassifier,centroid,0.13318574171448572
Encoded,encoded,GNN,KMeans,2,50,Higgs,KNeighborsClassifier,centroid,0.09100291289868397
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,KNeighborsClassifier,centroid,0.02902316210391866
Original,original,,KMeans,1,50,Higgs,KNeighborsClassifier,centroid,0.06332291789089559
Decoded,decoded,MLP,KMeans,2,50,Higgs,KNeighborsClassifier,closest,0.11439271096028143
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Higgs,KNeighborsClassifier,closest,0.1092753134924938
Encoded,encoded,MLP,KMeans,4,50,Higgs,KNeighborsClassifier,closest,0.1258978497697701
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,KNeighborsClassifier,closest,0.05862102659237663
Original,original,,KMeans,3,50,Higgs,KNeighborsClassifier,closest,0.12441725187269088
Decoded,decoded,GNN,KMeans,2,50,Higgs,KNeighborsClassifier,closest,0.11507197553091393
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Higgs,KNeighborsClassifier,closest,0.1335037656492528
Encoded,encoded,GNN,KMeans,1,50,Higgs,KNeighborsClassifier,closest,0.10636019175191062
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,KNeighborsClassifier,closest,0.0580996896450058
Original,original,,KMeans,3,50,Higgs,KNeighborsClassifier,closest,0.12441725187269088
Decoded,decoded,MLP,Agglo,4,50,Higgs,LogisticRegression,centroid,0.1585140943518205
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Higgs,LogisticRegression,centroid,0.1329956026438593
Encoded,encoded,MLP,Agglo,2,50,Higgs,LogisticRegression,centroid,0.1101814911373334
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Higgs,LogisticRegression,centroid,0.0554438960858866
Original,original,,Agglo,0,50,Higgs,LogisticRegression,centroid,0.0393669319735654
Decoded,decoded,GNN,Agglo,4,50,Higgs,LogisticRegression,centroid,0.1396289220217193
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Higgs,LogisticRegression,centroid,0.1237150070033187
Encoded,encoded,GNN,Agglo,2,50,Higgs,LogisticRegression,centroid,0.0920975382321455
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,LogisticRegression,centroid,0.0300452285542512
Original,original,,Agglo,1,50,Higgs,LogisticRegression,centroid,0.0393669319735654
Decoded,decoded,MLP,Agglo,1,50,Higgs,LogisticRegression,closest,0.1179776490126105
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Higgs,LogisticRegression,closest,0.1267759192631463
Encoded,encoded,MLP,Agglo,2,50,Higgs,LogisticRegression,closest,0.1267615991713988
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,LogisticRegression,closest,0.0814341862991596
Original,original,,Agglo,4,50,Higgs,LogisticRegression,closest,0.1284524285670011
Decoded,decoded,GNN,Agglo,3,50,Higgs,LogisticRegression,closest,0.1373587905162296
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,LogisticRegression,closest,0.1535019740261176
Encoded,encoded,GNN,Agglo,1,50,Higgs,LogisticRegression,closest,0.1098131971966023
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,LogisticRegression,closest,0.0504633270095574
Original,original,,Agglo,2,50,Higgs,LogisticRegression,closest,0.1284524285670011
Decoded,decoded,MLP,KIP,4,50,Higgs,LogisticRegression,centroid,0.1851168610641174
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Higgs,LogisticRegression,centroid,0.18487045551006254
Encoded,encoded,MLP,KIP,2,50,Higgs,LogisticRegression,centroid,0.1816335972523301
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Higgs,LogisticRegression,centroid,0.11949183845924982
Original,original,,KIP,1,50,Higgs,LogisticRegression,centroid,0.14909893101544264
Decoded,decoded,GNN,KIP,4,50,Higgs,LogisticRegression,centroid,0.19809302249265923
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Higgs,LogisticRegression,centroid,0.18380518182664501
Encoded,encoded,GNN,KIP,2,50,Higgs,LogisticRegression,centroid,0.16445677952251572
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Higgs,LogisticRegression,centroid,0.07554007182158207
Original,original,,KIP,1,50,Higgs,LogisticRegression,centroid,0.14909893101544264
Decoded,decoded,MLP,KMeans,3,50,Higgs,LogisticRegression,centroid,0.13680194183972655
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Higgs,LogisticRegression,centroid,0.150791818740454
Encoded,encoded,MLP,KMeans,2,50,Higgs,LogisticRegression,centroid,0.11977067152291263
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Higgs,LogisticRegression,centroid,0.059445753051870276
Original,original,,KMeans,0,50,Higgs,LogisticRegression,centroid,0.051141223098149134
Decoded,decoded,GNN,KMeans,4,50,Higgs,LogisticRegression,centroid,0.16947564528774
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Higgs,LogisticRegression,centroid,0.1670948638741488
Encoded,encoded,GNN,KMeans,2,50,Higgs,LogisticRegression,centroid,0.08408504405501238
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,LogisticRegression,centroid,0.032557496050506916
Original,original,,KMeans,1,50,Higgs,LogisticRegression,centroid,0.051141223098149134
Decoded,decoded,MLP,KMeans,1,50,Higgs,LogisticRegression,closest,0.1307148972061471
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Higgs,LogisticRegression,closest,0.13276723981731206
Encoded,encoded,MLP,KMeans,2,50,Higgs,LogisticRegression,closest,0.13207120102521266
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,LogisticRegression,closest,0.06120653624268182
Original,original,,KMeans,4,50,Higgs,LogisticRegression,closest,0.14277716625791181
Decoded,decoded,GNN,KMeans,3,50,Higgs,LogisticRegression,closest,0.1447332849096637
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Higgs,LogisticRegression,closest,0.1545779686652868
Encoded,encoded,GNN,KMeans,1,50,Higgs,LogisticRegression,closest,0.10763834869993856
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,LogisticRegression,closest,0.04805175298800322
Original,original,,KMeans,2,50,Higgs,LogisticRegression,closest,0.14277716625791181
Decoded,decoded,MLP,Agglo,4,50,Higgs,MLPClassifier,centroid,0.24899564047921
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Higgs,MLPClassifier,centroid,0.2357702589227139
Encoded,encoded,MLP,Agglo,1,50,Higgs,MLPClassifier,centroid,0.2055250111737456
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,MLPClassifier,centroid,0.1611049459162547
Original,original,,Agglo,2,50,Higgs,MLPClassifier,centroid,0.2156634352539904
Decoded,decoded,GNN,Agglo,3,50,Higgs,MLPClassifier,centroid,0.2358587519644335
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,MLPClassifier,centroid,0.2370893892879825
Encoded,encoded,GNN,Agglo,1,50,Higgs,MLPClassifier,centroid,0.1881431682876399
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,MLPClassifier,centroid,0.1444090935804269
Original,original,,Agglo,2,50,Higgs,MLPClassifier,centroid,0.2156634352539904
Decoded,decoded,MLP,Agglo,2,50,Higgs,MLPClassifier,closest,0.2245389170965168
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Higgs,MLPClassifier,closest,0.2277880770514181
Encoded,encoded,MLP,Agglo,1,50,Higgs,MLPClassifier,closest,0.2200970565816791
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,MLPClassifier,closest,0.1839798496598649
Original,original,,Agglo,3,50,Higgs,MLPClassifier,closest,0.2277097265533723
Decoded,decoded,GNN,Agglo,3,50,Higgs,MLPClassifier,closest,0.2325763484537888
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,MLPClassifier,closest,0.2527942968555142
Encoded,encoded,GNN,Agglo,1,50,Higgs,MLPClassifier,closest,0.2036922613538997
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,MLPClassifier,closest,0.1649117111128228
Original,original,,Agglo,2,50,Higgs,MLPClassifier,closest,0.2277097265533723
Decoded,decoded,MLP,KIP,2,50,Higgs,MLPClassifier,centroid,0.2725606908694006
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,Higgs,MLPClassifier,centroid,0.2820690830811995
Encoded,encoded,MLP,KIP,3,50,Higgs,MLPClassifier,centroid,0.27481683582986793
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Higgs,MLPClassifier,centroid,0.2212558200340425
Original,original,,KIP,1,50,Higgs,MLPClassifier,centroid,0.24472715749242746
Decoded,decoded,GNN,KIP,4,50,Higgs,MLPClassifier,centroid,0.2878546976585951
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Higgs,MLPClassifier,centroid,0.2778004019367514
Encoded,encoded,GNN,KIP,2,50,Higgs,MLPClassifier,centroid,0.25123627699500584
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Higgs,MLPClassifier,centroid,0.19567196020535182
Original,original,,KIP,1,50,Higgs,MLPClassifier,centroid,0.24472715749242746
Decoded,decoded,MLP,KMeans,3,50,Higgs,MLPClassifier,centroid,0.23811283191343807
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Higgs,MLPClassifier,centroid,0.24509734729983332
Encoded,encoded,MLP,KMeans,1,50,Higgs,MLPClassifier,centroid,0.2025579860172651
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,MLPClassifier,centroid,0.16046151233200343
Original,original,,KMeans,2,50,Higgs,MLPClassifier,centroid,0.22177776211057526
Decoded,decoded,GNN,KMeans,4,50,Higgs,MLPClassifier,centroid,0.25754502259492784
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Higgs,MLPClassifier,centroid,0.2541334359303339
Encoded,encoded,GNN,KMeans,1,50,Higgs,MLPClassifier,centroid,0.18701473338746516
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,MLPClassifier,centroid,0.14876674751673258
Original,original,,KMeans,2,50,Higgs,MLPClassifier,centroid,0.22177776211057526
Decoded,decoded,MLP,KMeans,3,50,Higgs,MLPClassifier,closest,0.2316472393065129
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Higgs,MLPClassifier,closest,0.23391301055778832
Encoded,encoded,MLP,KMeans,1,50,Higgs,MLPClassifier,closest,0.22184308634944516
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,MLPClassifier,closest,0.16303606015837285
Original,original,,KMeans,2,50,Higgs,MLPClassifier,closest,0.2283574100980834
Decoded,decoded,GNN,KMeans,3,50,Higgs,MLPClassifier,closest,0.2396250825678668
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Higgs,MLPClassifier,closest,0.24187034971542737
Encoded,encoded,GNN,KMeans,1,50,Higgs,MLPClassifier,closest,0.20447997979208993
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,MLPClassifier,closest,0.16602451241611613
Original,original,,KMeans,2,50,Higgs,MLPClassifier,closest,0.2283574100980834
Decoded,decoded,MLP,Agglo,4,50,Higgs,XGBClassifier,centroid,0.276161199114878
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Higgs,XGBClassifier,centroid,0.2376318799111428
Encoded,encoded,MLP,Agglo,3,50,Higgs,XGBClassifier,centroid,0.2726817639949802
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Higgs,XGBClassifier,centroid,0.1983203088032028
Original,original,,Agglo,2,50,Higgs,XGBClassifier,centroid,0.2471665565293758
Decoded,decoded,GNN,Agglo,3,50,Higgs,XGBClassifier,centroid,0.242600170019952
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Higgs,XGBClassifier,centroid,0.2391608688056498
Encoded,encoded,GNN,Agglo,1,50,Higgs,XGBClassifier,centroid,0.2254968905974367
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,XGBClassifier,centroid,0.1755225311335436
Original,original,,Agglo,4,50,Higgs,XGBClassifier,centroid,0.2471665565293758
Decoded,decoded,MLP,Agglo,2,50,Higgs,XGBClassifier,closest,0.2391368500488483
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Higgs,XGBClassifier,closest,0.2451223447726254
Encoded,encoded,MLP,Agglo,4,50,Higgs,XGBClassifier,closest,0.2561582193520149
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Higgs,XGBClassifier,closest,0.2240903049827833
Original,original,,Agglo,0,50,Higgs,XGBClassifier,closest,0.2158472010860583
Decoded,decoded,GNN,Agglo,2,50,Higgs,XGBClassifier,closest,0.2324565563302461
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Higgs,XGBClassifier,closest,0.2640596461688132
Encoded,encoded,GNN,Agglo,3,50,Higgs,XGBClassifier,closest,0.240549389030572
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Higgs,XGBClassifier,closest,0.2052159245178747
Original,original,,Agglo,1,50,Higgs,XGBClassifier,closest,0.2158472010860583
Decoded,decoded,MLP,KIP,2,50,Higgs,XGBClassifier,centroid,0.29428916591890314
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Higgs,XGBClassifier,centroid,0.2860566703064321
Encoded,encoded,MLP,KIP,4,50,Higgs,XGBClassifier,centroid,0.30636091610412475
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Higgs,XGBClassifier,centroid,0.27888614760285624
Original,original,,KIP,3,50,Higgs,XGBClassifier,centroid,0.2989854128136577
Decoded,decoded,GNN,KIP,4,50,Higgs,XGBClassifier,centroid,0.306024802343081
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Higgs,XGBClassifier,centroid,0.2954450583255476
Encoded,encoded,GNN,KIP,1,50,Higgs,XGBClassifier,centroid,0.28264089515648416
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Higgs,XGBClassifier,centroid,0.2549808845594908
Original,original,,KIP,3,50,Higgs,XGBClassifier,centroid,0.2989854128136577
Decoded,decoded,MLP,KMeans,3,50,Higgs,XGBClassifier,centroid,0.26212963128334266
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Higgs,XGBClassifier,centroid,0.24337063836312786
Encoded,encoded,MLP,KMeans,2,50,Higgs,XGBClassifier,centroid,0.25156389820727687
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,XGBClassifier,centroid,0.20254589584112134
Original,original,,KMeans,4,50,Higgs,XGBClassifier,centroid,0.3083620531972353
Decoded,decoded,GNN,KMeans,3,50,Higgs,XGBClassifier,centroid,0.2720877360022483
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Higgs,XGBClassifier,centroid,0.26332288620056726
Encoded,encoded,GNN,KMeans,1,50,Higgs,XGBClassifier,centroid,0.2336236472256385
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,XGBClassifier,centroid,0.19705249309563383
Original,original,,KMeans,4,50,Higgs,XGBClassifier,centroid,0.3083620531972353
Decoded,decoded,MLP,KMeans,1,50,Higgs,XGBClassifier,closest,0.23493162763208097
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Higgs,XGBClassifier,closest,0.24371353177753372
Encoded,encoded,MLP,KMeans,4,50,Higgs,XGBClassifier,closest,0.26270546044880577
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Higgs,XGBClassifier,closest,0.21851208215318083
Original,original,,KMeans,3,50,Higgs,XGBClassifier,closest,0.2540211504656046
Decoded,decoded,GNN,KMeans,1,50,Higgs,XGBClassifier,closest,0.2350265889690677
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Higgs,XGBClassifier,closest,0.26121514791140477
Encoded,encoded,GNN,KMeans,2,50,Higgs,XGBClassifier,closest,0.2470642715244499
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Higgs,XGBClassifier,closest,0.21538084202370955
Original,original,,KMeans,3,50,Higgs,XGBClassifier,closest,0.2540211504656046
Decoded,decoded,MLP,Agglo,4,50,HomeEquityCredit,GaussianNB,centroid,0.1156069364161849
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,HomeEquityCredit,GaussianNB,centroid,0.0934489402697495
Encoded,encoded,MLP,Agglo,1,50,HomeEquityCredit,GaussianNB,centroid,0.0346820809248555
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,GaussianNB,centroid,0.0211946050096338
Original,original,,Agglo,3,50,HomeEquityCredit,GaussianNB,centroid,0.0973025048169555
Decoded,decoded,GNN,Agglo,3,50,HomeEquityCredit,GaussianNB,centroid,0.1878612716763004
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,HomeEquityCredit,GaussianNB,centroid,0.2061657032755298
Encoded,encoded,GNN,Agglo,1,50,HomeEquityCredit,GaussianNB,centroid,0.0173410404624277
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,GaussianNB,centroid,0.0077071290944122
Original,original,,Agglo,2,50,HomeEquityCredit,GaussianNB,centroid,0.0973025048169555
Decoded,decoded,MLP,Agglo,1,50,HomeEquityCredit,GaussianNB,closest,0.0298651252408477
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,HomeEquityCredit,GaussianNB,closest,0.0423892100192678
Encoded,encoded,MLP,Agglo,2,50,HomeEquityCredit,GaussianNB,closest,0.0366088631984585
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,GaussianNB,closest,-0.0096339113680154
Original,original,,Agglo,4,50,HomeEquityCredit,GaussianNB,closest,0.1454720616570327
Decoded,decoded,GNN,Agglo,2,50,HomeEquityCredit,GaussianNB,closest,0.0529865125240847
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,HomeEquityCredit,GaussianNB,closest,0.1454720616570327
Encoded,encoded,GNN,Agglo,1,50,HomeEquityCredit,GaussianNB,closest,0.0510597302504815
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,GaussianNB,closest,0.023121387283237
Original,original,,Agglo,3,50,HomeEquityCredit,GaussianNB,closest,0.1454720616570327
Decoded,decoded,MLP,KIP,4,50,HomeEquityCredit,GaussianNB,centroid,0.22793834296724458
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,HomeEquityCredit,GaussianNB,centroid,0.16358381502890162
Encoded,encoded,MLP,KIP,1,50,HomeEquityCredit,GaussianNB,centroid,0.11618497109826578
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,HomeEquityCredit,GaussianNB,centroid,0.09826589595375715
Original,original,,KIP,3,50,HomeEquityCredit,GaussianNB,centroid,0.1761078998073217
Decoded,decoded,GNN,KIP,4,50,HomeEquityCredit,GaussianNB,centroid,0.2181117533718689
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,HomeEquityCredit,GaussianNB,centroid,0.2140655105973024
Encoded,encoded,GNN,KIP,1,50,HomeEquityCredit,GaussianNB,centroid,0.08998073217726388
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,HomeEquityCredit,GaussianNB,centroid,0.03776493256262035
Original,original,,KIP,2,50,HomeEquityCredit,GaussianNB,centroid,0.1761078998073217
Decoded,decoded,MLP,KMeans,3,50,HomeEquityCredit,GaussianNB,centroid,0.130057803468208
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,HomeEquityCredit,GaussianNB,centroid,0.13506743737957602
Encoded,encoded,MLP,KMeans,1,50,HomeEquityCredit,GaussianNB,centroid,0.01194605009633902
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,GaussianNB,centroid,0.0038535645472061
Original,original,,KMeans,2,50,HomeEquityCredit,GaussianNB,centroid,0.068208092485549
Decoded,decoded,GNN,KMeans,4,50,HomeEquityCredit,GaussianNB,centroid,0.14778420038535636
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,HomeEquityCredit,GaussianNB,centroid,0.13063583815028892
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,GaussianNB,centroid,0.026396917148362082
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,GaussianNB,centroid,0.0084778420038534
Original,original,,KMeans,2,50,HomeEquityCredit,GaussianNB,centroid,0.068208092485549
Decoded,decoded,MLP,KMeans,2,50,HomeEquityCredit,GaussianNB,closest,0.09479768786127155
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,HomeEquityCredit,GaussianNB,closest,0.0998073217726396
Encoded,encoded,MLP,KMeans,1,50,HomeEquityCredit,GaussianNB,closest,0.01714836223506732
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,GaussianNB,closest,0.00346820809248548
Original,original,,KMeans,3,50,HomeEquityCredit,GaussianNB,closest,0.09499036608863187
Decoded,decoded,GNN,KMeans,4,50,HomeEquityCredit,GaussianNB,closest,0.09922928709055866
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,HomeEquityCredit,GaussianNB,closest,0.0697495183044315
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,GaussianNB,closest,0.03526011560693626
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,GaussianNB,closest,0.00828516377649318
Original,original,,KMeans,3,50,HomeEquityCredit,GaussianNB,closest,0.09499036608863187
Decoded,decoded,MLP,Agglo,4,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0458536585365853
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0302439024390243
Encoded,encoded,MLP,Agglo,3,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0331707317073169
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0165853658536586
Original,original,,Agglo,0,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170732
Decoded,decoded,GNN,Agglo,2,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0351219512195122
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0985365853658536
Encoded,encoded,GNN,Agglo,3,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0409756097560976
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0263414634146341
Original,original,,Agglo,0,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170732
Decoded,decoded,MLP,Agglo,4,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0409756097560976
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0253658536585367
Encoded,encoded,MLP,Agglo,3,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0380487804878049
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0214634146341464
Original,original,,Agglo,2,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0312195121951219
Decoded,decoded,GNN,Agglo,2,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0536585365853657
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0380487804878049
Encoded,encoded,GNN,Agglo,4,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0878048780487805
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0595121951219511
Original,original,,Agglo,0,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0312195121951219
Decoded,decoded,MLP,KIP,2,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.15960975609756092
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.17814634146341465
Encoded,encoded,MLP,KIP,1,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.13814634146341462
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.1270243902439025
Original,original,,KIP,4,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.18985365853658534
Decoded,decoded,GNN,KIP,1,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.14497560975609752
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.160390243902439
Encoded,encoded,GNN,KIP,2,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.15980487804878046
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.1079024390243902
Original,original,,KIP,4,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.18985365853658534
Decoded,decoded,MLP,KMeans,4,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.026926829268292617
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.02068292682926828
Encoded,encoded,MLP,KMeans,3,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.024
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.01092682926829264
Original,original,,KMeans,0,50,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0007804878048780203
Decoded,decoded,GNN,KMeans,4,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.07785365853658534
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.07609756097560974
Encoded,encoded,GNN,KMeans,2,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.025365853658536518
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,HomeEquityCredit,KNeighborsClassifier,centroid,0.01756097560975612
Original,original,,KMeans,0,50,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0007804878048780203
Decoded,decoded,MLP,KMeans,3,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0384390243902439
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0341463414634146
Encoded,encoded,MLP,KMeans,4,50,HomeEquityCredit,KNeighborsClassifier,closest,0.04351219512195115
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0206829268292683
Original,original,,KMeans,1,50,HomeEquityCredit,KNeighborsClassifier,closest,0.03395121951219508
Decoded,decoded,GNN,KMeans,3,50,HomeEquityCredit,KNeighborsClassifier,closest,0.04019512195121952
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,HomeEquityCredit,KNeighborsClassifier,closest,0.0335609756097561
Encoded,encoded,GNN,KMeans,4,50,HomeEquityCredit,KNeighborsClassifier,closest,0.05346341463414624
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,KNeighborsClassifier,closest,0.028878048780487785
Original,original,,KMeans,2,50,HomeEquityCredit,KNeighborsClassifier,closest,0.03395121951219508
Decoded,decoded,MLP,Agglo,4,50,HomeEquityCredit,LogisticRegression,centroid,0.1678966789667897
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,HomeEquityCredit,LogisticRegression,centroid,0.1365313653136531
Encoded,encoded,MLP,Agglo,2,50,HomeEquityCredit,LogisticRegression,centroid,0.1088560885608856
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,LogisticRegression,centroid,0.0848708487084871
Original,original,,Agglo,1,50,HomeEquityCredit,LogisticRegression,centroid,0.099630996309963
Decoded,decoded,GNN,Agglo,3,50,HomeEquityCredit,LogisticRegression,centroid,0.1595940959409595
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,HomeEquityCredit,LogisticRegression,centroid,0.21309963099631
Encoded,encoded,GNN,Agglo,1,50,HomeEquityCredit,LogisticRegression,centroid,0.0959409594095941
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,LogisticRegression,centroid,0.0654981549815498
Original,original,,Agglo,2,50,HomeEquityCredit,LogisticRegression,centroid,0.099630996309963
Decoded,decoded,MLP,Agglo,3,50,HomeEquityCredit,LogisticRegression,closest,0.1245387453874538
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,HomeEquityCredit,LogisticRegression,closest,0.1033210332103322
Encoded,encoded,MLP,Agglo,2,50,HomeEquityCredit,LogisticRegression,closest,0.1079335793357933
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,LogisticRegression,closest,0.0645756457564576
Original,original,,Agglo,4,50,HomeEquityCredit,LogisticRegression,closest,0.1522140221402214
Decoded,decoded,GNN,Agglo,3,50,HomeEquityCredit,LogisticRegression,closest,0.1282287822878229
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,HomeEquityCredit,LogisticRegression,closest,0.099630996309963
Encoded,encoded,GNN,Agglo,2,50,HomeEquityCredit,LogisticRegression,closest,0.1282287822878229
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,LogisticRegression,closest,0.092250922509225
Original,original,,Agglo,4,50,HomeEquityCredit,LogisticRegression,closest,0.1522140221402214
Decoded,decoded,MLP,KIP,3,50,HomeEquityCredit,LogisticRegression,centroid,0.17121771217712176
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,HomeEquityCredit,LogisticRegression,centroid,0.19409594095940955
Encoded,encoded,MLP,KIP,1,50,HomeEquityCredit,LogisticRegression,centroid,0.12509225092250925
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,HomeEquityCredit,LogisticRegression,centroid,0.0972324723247232
Original,original,,KIP,2,50,HomeEquityCredit,LogisticRegression,centroid,0.14889298892988928
Decoded,decoded,GNN,KIP,4,50,HomeEquityCredit,LogisticRegression,centroid,0.20535055350553497
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,HomeEquityCredit,LogisticRegression,centroid,0.18247232472324715
Encoded,encoded,GNN,KIP,1,50,HomeEquityCredit,LogisticRegression,centroid,0.13653136531365312
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,HomeEquityCredit,LogisticRegression,centroid,0.10885608856088554
Original,original,,KIP,2,50,HomeEquityCredit,LogisticRegression,centroid,0.14889298892988928
Decoded,decoded,MLP,KMeans,4,50,HomeEquityCredit,LogisticRegression,centroid,0.12638376383763836
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,HomeEquityCredit,LogisticRegression,centroid,0.10590405904059041
Encoded,encoded,MLP,KMeans,2,50,HomeEquityCredit,LogisticRegression,centroid,0.10184501845018443
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,LogisticRegression,centroid,0.0931734317343173
Original,original,,KMeans,1,50,HomeEquityCredit,LogisticRegression,centroid,0.09464944649446497
Decoded,decoded,GNN,KMeans,3,50,HomeEquityCredit,LogisticRegression,centroid,0.1477859778597786
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,HomeEquityCredit,LogisticRegression,centroid,0.1726937269372693
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,LogisticRegression,centroid,0.07121771217712176
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,LogisticRegression,centroid,0.05073800738007378
Original,original,,KMeans,2,50,HomeEquityCredit,LogisticRegression,centroid,0.09464944649446497
Decoded,decoded,MLP,KMeans,3,50,HomeEquityCredit,LogisticRegression,closest,0.10682656826568264
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,HomeEquityCredit,LogisticRegression,closest,0.11199261992619922
Encoded,encoded,MLP,KMeans,1,50,HomeEquityCredit,LogisticRegression,closest,0.0787822878228782
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,LogisticRegression,closest,0.06881918819188193
Original,original,,KMeans,2,50,HomeEquityCredit,LogisticRegression,closest,0.09704797047970475
Decoded,decoded,GNN,KMeans,3,50,HomeEquityCredit,LogisticRegression,closest,0.10738007380073802
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,HomeEquityCredit,LogisticRegression,closest,0.11512915129151287
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,LogisticRegression,closest,0.07749077490774907
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,LogisticRegression,closest,0.06346863468634681
Original,original,,KMeans,2,50,HomeEquityCredit,LogisticRegression,closest,0.09704797047970475
Decoded,decoded,MLP,Agglo,4,50,HomeEquityCredit,MLPClassifier,centroid,0.157156220767072
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,HomeEquityCredit,MLPClassifier,centroid,0.1234798877455565
Encoded,encoded,MLP,Agglo,1,50,HomeEquityCredit,MLPClassifier,centroid,0.1075771749298409
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,MLPClassifier,centroid,0.0907390084190832
Original,original,,Agglo,3,50,HomeEquityCredit,MLPClassifier,centroid,0.1300280636108512
Decoded,decoded,GNN,Agglo,2,50,HomeEquityCredit,MLPClassifier,centroid,0.1057062675397568
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,HomeEquityCredit,MLPClassifier,centroid,0.1898971000935453
Encoded,encoded,GNN,Agglo,1,50,HomeEquityCredit,MLPClassifier,centroid,0.0926099158091673
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,MLPClassifier,centroid,0.068288119738073
Original,original,,Agglo,3,50,HomeEquityCredit,MLPClassifier,centroid,0.1300280636108512
Decoded,decoded,MLP,Agglo,3,50,HomeEquityCredit,MLPClassifier,closest,0.1075771749298409
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,HomeEquityCredit,MLPClassifier,closest,0.0757717492984096
Encoded,encoded,MLP,Agglo,2,50,HomeEquityCredit,MLPClassifier,closest,0.0926099158091673
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,MLPClassifier,closest,0.0720299345182413
Original,original,,Agglo,4,50,HomeEquityCredit,MLPClassifier,closest,0.136576239476146
Decoded,decoded,GNN,Agglo,2,50,HomeEquityCredit,MLPClassifier,closest,0.1066417212347988
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,HomeEquityCredit,MLPClassifier,closest,0.0944808231992516
Encoded,encoded,GNN,Agglo,3,50,HomeEquityCredit,MLPClassifier,closest,0.1178671655753039
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,MLPClassifier,closest,0.0869971936389148
Original,original,,Agglo,4,50,HomeEquityCredit,MLPClassifier,closest,0.136576239476146
Decoded,decoded,MLP,KIP,3,50,HomeEquityCredit,MLPClassifier,centroid,0.14256314312441534
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,HomeEquityCredit,MLPClassifier,centroid,0.17867165575304023
Encoded,encoded,MLP,KIP,2,50,HomeEquityCredit,MLPClassifier,centroid,0.11468662301216084
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,HomeEquityCredit,MLPClassifier,centroid,0.09859681945743683
Original,original,,KIP,1,50,HomeEquityCredit,MLPClassifier,centroid,0.1090739008419083
Decoded,decoded,GNN,KIP,4,50,HomeEquityCredit,MLPClassifier,centroid,0.1805425631431244
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,HomeEquityCredit,MLPClassifier,centroid,0.1640785781103835
Encoded,encoded,GNN,KIP,2,50,HomeEquityCredit,MLPClassifier,centroid,0.13171188026192698
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,HomeEquityCredit,MLPClassifier,centroid,0.0999064546304957
Original,original,,KIP,1,50,HomeEquityCredit,MLPClassifier,centroid,0.1090739008419083
Decoded,decoded,MLP,KMeans,3,50,HomeEquityCredit,MLPClassifier,centroid,0.11786716557530397
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,HomeEquityCredit,MLPClassifier,centroid,0.10533208606173991
Encoded,encoded,MLP,KMeans,1,50,HomeEquityCredit,MLPClassifier,centroid,0.09653882132834427
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,MLPClassifier,centroid,0.08512628624883063
Original,original,,KMeans,4,50,HomeEquityCredit,MLPClassifier,centroid,0.1262862488306828
Decoded,decoded,GNN,KMeans,3,50,HomeEquityCredit,MLPClassifier,centroid,0.13077642656688487
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,HomeEquityCredit,MLPClassifier,centroid,0.13451824134705326
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,MLPClassifier,centroid,0.06791393826005612
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,MLPClassifier,centroid,0.04340505144995316
Original,original,,KMeans,2,50,HomeEquityCredit,MLPClassifier,centroid,0.1262862488306828
Decoded,decoded,MLP,KMeans,3,50,HomeEquityCredit,MLPClassifier,closest,0.09017773620205796
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,HomeEquityCredit,MLPClassifier,closest,0.09167446211412532
Encoded,encoded,MLP,KMeans,1,50,HomeEquityCredit,MLPClassifier,closest,0.07708138447146853
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,MLPClassifier,closest,0.07109448082319922
Original,original,,KMeans,2,50,HomeEquityCredit,MLPClassifier,closest,0.08400374181478014
Decoded,decoded,GNN,KMeans,3,50,HomeEquityCredit,MLPClassifier,closest,0.09111318989710007
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,HomeEquityCredit,MLPClassifier,closest,0.09466791393826
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,MLPClassifier,closest,0.06753975678203923
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,MLPClassifier,closest,0.05163704396632365
Original,original,,KMeans,2,50,HomeEquityCredit,MLPClassifier,closest,0.08400374181478014
Decoded,decoded,MLP,Agglo,4,50,HomeEquityCredit,XGBClassifier,centroid,0.1565802113352544
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,HomeEquityCredit,XGBClassifier,centroid,0.069164265129683
Encoded,encoded,MLP,Agglo,2,50,HomeEquityCredit,XGBClassifier,centroid,0.0854947166186358
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,XGBClassifier,centroid,0.0297790585975023
Original,original,,Agglo,3,50,HomeEquityCredit,XGBClassifier,centroid,0.1296829971181556
Decoded,decoded,GNN,Agglo,3,50,HomeEquityCredit,XGBClassifier,centroid,0.1479346781940442
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,HomeEquityCredit,XGBClassifier,centroid,0.1719500480307396
Encoded,encoded,GNN,Agglo,0,50,HomeEquityCredit,XGBClassifier,centroid,0.0758885686839577
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,HomeEquityCredit,XGBClassifier,centroid,0.0931796349663784
Original,original,,Agglo,2,50,HomeEquityCredit,XGBClassifier,centroid,0.1296829971181556
Decoded,decoded,MLP,Agglo,1,50,HomeEquityCredit,XGBClassifier,closest,0.0624399615754081
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,HomeEquityCredit,XGBClassifier,closest,0.0211335254562919
Encoded,encoded,MLP,Agglo,2,50,HomeEquityCredit,XGBClassifier,closest,0.0710854947166184
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,HomeEquityCredit,XGBClassifier,closest,0.0797310278578288
Original,original,,Agglo,4,50,HomeEquityCredit,XGBClassifier,closest,0.0893371757925071
Decoded,decoded,GNN,Agglo,3,50,HomeEquityCredit,XGBClassifier,closest,0.1171950048030738
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,HomeEquityCredit,XGBClassifier,closest,0.0826128722382323
Encoded,encoded,GNN,Agglo,4,50,HomeEquityCredit,XGBClassifier,closest,0.1450528338136407
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,HomeEquityCredit,XGBClassifier,closest,0.0922190201729105
Original,original,,Agglo,1,50,HomeEquityCredit,XGBClassifier,closest,0.0893371757925071
Decoded,decoded,MLP,KIP,0,50,HomeEquityCredit,XGBClassifier,centroid,0.11200768491834767
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,HomeEquityCredit,XGBClassifier,centroid,0.15177713736791534
Encoded,encoded,MLP,KIP,1,50,HomeEquityCredit,XGBClassifier,centroid,0.1465898174831891
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,HomeEquityCredit,XGBClassifier,centroid,0.14927953890489906
Original,original,,KIP,4,50,HomeEquityCredit,XGBClassifier,centroid,0.1907780979827089
Decoded,decoded,GNN,KIP,2,50,HomeEquityCredit,XGBClassifier,centroid,0.15658021133525443
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,HomeEquityCredit,XGBClassifier,centroid,0.14543707973102768
Encoded,encoded,GNN,KIP,3,50,HomeEquityCredit,XGBClassifier,centroid,0.16484149855907773
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,HomeEquityCredit,XGBClassifier,centroid,0.11988472622478377
Original,original,,KIP,4,50,HomeEquityCredit,XGBClassifier,centroid,0.1907780979827089
Decoded,decoded,MLP,KMeans,3,50,HomeEquityCredit,XGBClassifier,centroid,0.09317963496637842
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,HomeEquityCredit,XGBClassifier,centroid,0.07243035542747348
Encoded,encoded,MLP,KMeans,1,50,HomeEquityCredit,XGBClassifier,centroid,0.058213256484149725
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,XGBClassifier,centroid,0.055715658021133416
Original,original,,KMeans,4,50,HomeEquityCredit,XGBClassifier,centroid,0.2368876080691642
Decoded,decoded,GNN,KMeans,3,50,HomeEquityCredit,XGBClassifier,centroid,0.12180595581171935
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,HomeEquityCredit,XGBClassifier,centroid,0.12142170989433229
Encoded,encoded,GNN,KMeans,1,50,HomeEquityCredit,XGBClassifier,centroid,0.0899135446685878
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,HomeEquityCredit,XGBClassifier,centroid,0.06801152737752152
Original,original,,KMeans,4,50,HomeEquityCredit,XGBClassifier,centroid,0.2368876080691642
Decoded,decoded,MLP,KMeans,4,50,HomeEquityCredit,XGBClassifier,closest,0.07243035542747354
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,HomeEquityCredit,XGBClassifier,closest,0.06032660902977895
Encoded,encoded,MLP,KMeans,3,50,HomeEquityCredit,XGBClassifier,closest,0.07108549471661851
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,HomeEquityCredit,XGBClassifier,closest,0.06512968299711808
Original,original,,KMeans,1,50,HomeEquityCredit,XGBClassifier,closest,0.06147934678194036
Decoded,decoded,GNN,KMeans,1,50,HomeEquityCredit,XGBClassifier,closest,0.06781940441882792
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,HomeEquityCredit,XGBClassifier,closest,0.07012487992315072
Encoded,encoded,GNN,KMeans,4,50,HomeEquityCredit,XGBClassifier,closest,0.10144092219020162
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,HomeEquityCredit,XGBClassifier,closest,0.07704130643611898
Original,original,,KMeans,0,50,HomeEquityCredit,XGBClassifier,closest,0.06147934678194036
Decoded,decoded,MLP,Agglo,4,50,House,GaussianNB,centroid,0.1991635705285424
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,House,GaussianNB,centroid,0.1190676239736875
Encoded,encoded,MLP,Agglo,2,50,House,GaussianNB,centroid,0.0537807961189672
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,GaussianNB,centroid,-0.0641293173926066
Original,original,,Agglo,1,50,House,GaussianNB,centroid,0.0507356532109448
Decoded,decoded,GNN,Agglo,4,50,House,GaussianNB,centroid,0.1789986050514943
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,House,GaussianNB,centroid,0.1706375481284215
Encoded,encoded,GNN,Agglo,2,50,House,GaussianNB,centroid,0.0713015652023753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,GaussianNB,centroid,-0.0496229321979479
Original,original,,Agglo,1,50,House,GaussianNB,centroid,0.0507356532109448
Decoded,decoded,MLP,Agglo,4,50,House,GaussianNB,closest,0.2598047072092126
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,House,GaussianNB,closest,0.1148881747759851
Encoded,encoded,MLP,Agglo,1,50,House,GaussianNB,closest,0.0672618806711942
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,GaussianNB,closest,-0.060919586749878
Original,original,,Agglo,3,50,House,GaussianNB,closest,0.1276558659338464
Decoded,decoded,GNN,Agglo,4,50,House,GaussianNB,closest,0.1985602620452588
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,House,GaussianNB,closest,0.0431894404826467
Encoded,encoded,GNN,Agglo,2,50,House,GaussianNB,closest,0.0900969448739014
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,GaussianNB,closest,-0.048566872536243
Original,original,,Agglo,3,50,House,GaussianNB,closest,0.1276558659338464
Decoded,decoded,MLP,KIP,4,50,House,GaussianNB,centroid,0.2940719815014178
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,House,GaussianNB,centroid,0.25740237384080317
Encoded,encoded,MLP,KIP,1,50,House,GaussianNB,centroid,0.13221532392754892
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,House,GaussianNB,centroid,-0.05634221297652876
Original,original,,KIP,3,50,House,GaussianNB,centroid,0.2665514012891806
Decoded,decoded,GNN,KIP,4,50,House,GaussianNB,centroid,0.313019429447174
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,House,GaussianNB,centroid,0.24613388807494402
Encoded,encoded,GNN,KIP,1,50,House,GaussianNB,centroid,0.1298843298985761
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,House,GaussianNB,centroid,-0.033921801938897544
Original,original,,KIP,3,50,House,GaussianNB,centroid,0.2665514012891806
Decoded,decoded,MLP,KMeans,3,50,House,GaussianNB,centroid,0.12375886008153829
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,House,GaussianNB,centroid,0.14491653243322716
Encoded,encoded,MLP,KMeans,1,50,House,GaussianNB,centroid,0.06049316960900954
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,GaussianNB,centroid,-0.06373797632634783
Original,original,,KMeans,2,50,House,GaussianNB,centroid,0.061707988980716125
Decoded,decoded,GNN,KMeans,3,50,House,GaussianNB,centroid,0.1771771314786183
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,House,GaussianNB,centroid,0.18024029809267086
Encoded,encoded,GNN,KMeans,2,50,House,GaussianNB,centroid,0.06879583835865544
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,GaussianNB,centroid,-0.05188701186920404
Original,original,,KMeans,1,50,House,GaussianNB,centroid,0.061707988980716125
Decoded,decoded,MLP,KMeans,3,50,House,GaussianNB,closest,0.11211673317630036
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,House,GaussianNB,closest,0.1273080192001035
Encoded,encoded,MLP,KMeans,1,50,House,GaussianNB,closest,0.0723459688146714
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,GaussianNB,closest,-0.06384320455017636
Original,original,,KMeans,2,50,House,GaussianNB,closest,0.09196309996951067
Decoded,decoded,GNN,KMeans,4,50,House,GaussianNB,closest,0.14154286161409294
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,House,GaussianNB,closest,0.12290537824150136
Encoded,encoded,GNN,KMeans,1,50,House,GaussianNB,closest,0.06969745536569494
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,GaussianNB,closest,-0.0496552021865886
Original,original,,KMeans,2,50,House,GaussianNB,closest,0.09196309996951067
Decoded,decoded,MLP,Agglo,3,50,House,KNeighborsClassifier,centroid,0.136855998385642
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,House,KNeighborsClassifier,centroid,0.1416375915327524
Encoded,encoded,MLP,Agglo,2,50,House,KNeighborsClassifier,centroid,0.1052748746715877
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,KNeighborsClassifier,centroid,0.0262397609005102
Original,original,,Agglo,1,50,House,KNeighborsClassifier,centroid,0.0812568390813431
Decoded,decoded,GNN,Agglo,3,50,House,KNeighborsClassifier,centroid,0.1338186653683051
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,House,KNeighborsClassifier,centroid,0.1059828915747476
Encoded,encoded,GNN,Agglo,4,50,House,KNeighborsClassifier,centroid,0.1354369897183847
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,KNeighborsClassifier,centroid,0.0284426454248373
Original,original,,Agglo,1,50,House,KNeighborsClassifier,centroid,0.0812568390813431
Decoded,decoded,MLP,Agglo,2,50,House,KNeighborsClassifier,closest,0.113648612400906
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,House,KNeighborsClassifier,closest,0.1401238831256465
Encoded,encoded,MLP,Agglo,3,50,House,KNeighborsClassifier,closest,0.1237636353990601
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,KNeighborsClassifier,closest,0.0359958173455215
Original,original,,Agglo,1,50,House,KNeighborsClassifier,closest,0.1002904951705611
Decoded,decoded,GNN,Agglo,3,50,House,KNeighborsClassifier,closest,0.1138380118806029
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,House,KNeighborsClassifier,closest,0.1085878781358132
Encoded,encoded,GNN,Agglo,4,50,House,KNeighborsClassifier,closest,0.1446679832079015
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,KNeighborsClassifier,closest,0.0283613325592083
Original,original,,Agglo,1,50,House,KNeighborsClassifier,closest,0.1002904951705611
Decoded,decoded,MLP,KIP,3,50,House,KNeighborsClassifier,centroid,0.2641195576778433
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,House,KNeighborsClassifier,centroid,0.24985083551448478
Encoded,encoded,MLP,KIP,1,50,House,KNeighborsClassifier,centroid,0.24234972366020938
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,House,KNeighborsClassifier,centroid,0.09432391574995488
Original,original,,KIP,4,50,House,KNeighborsClassifier,centroid,0.3514150669765149
Decoded,decoded,GNN,KIP,3,50,House,KNeighborsClassifier,centroid,0.2889457638228152
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,House,KNeighborsClassifier,centroid,0.25120707461595776
Encoded,encoded,GNN,KIP,1,50,House,KNeighborsClassifier,centroid,0.24771815770828595
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,House,KNeighborsClassifier,centroid,0.07633255177125686
Original,original,,KIP,4,50,House,KNeighborsClassifier,centroid,0.3514150669765149
Decoded,decoded,MLP,KMeans,4,50,House,KNeighborsClassifier,centroid,0.1370084104276808
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,House,KNeighborsClassifier,centroid,0.13250853661136558
Encoded,encoded,MLP,KMeans,2,50,House,KNeighborsClassifier,centroid,0.09869051579626358
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,KNeighborsClassifier,centroid,0.0304681290752495
Original,original,,KMeans,1,50,House,KNeighborsClassifier,centroid,0.0782326946141629
Decoded,decoded,GNN,KMeans,3,50,House,KNeighborsClassifier,centroid,0.1249445560292745
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,House,KNeighborsClassifier,centroid,0.12254642146540651
Encoded,encoded,GNN,KMeans,4,50,House,KNeighborsClassifier,centroid,0.12687613323608835
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,KNeighborsClassifier,centroid,0.03384836439666586
Original,original,,KMeans,1,50,House,KNeighborsClassifier,centroid,0.0782326946141629
Decoded,decoded,MLP,KMeans,2,50,House,KNeighborsClassifier,closest,0.11710837567138879
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,House,KNeighborsClassifier,closest,0.1268116779157727
Encoded,encoded,MLP,KMeans,3,50,House,KNeighborsClassifier,closest,0.12523430748460124
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,KNeighborsClassifier,closest,0.03361592859540442
Original,original,,KMeans,1,50,House,KNeighborsClassifier,closest,0.10500465813641809
Decoded,decoded,GNN,KMeans,2,50,House,KNeighborsClassifier,closest,0.11591912543054905
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,House,KNeighborsClassifier,closest,0.12552038994477166
Encoded,encoded,GNN,KMeans,4,50,House,KNeighborsClassifier,closest,0.13891004070105561
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,KNeighborsClassifier,closest,0.04037491180776833
Original,original,,KMeans,1,50,House,KNeighborsClassifier,closest,0.10500465813641809
Decoded,decoded,MLP,Agglo,4,50,House,LogisticRegression,centroid,0.1118022163668226
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,House,LogisticRegression,centroid,0.1101834365032337
Encoded,encoded,MLP,Agglo,2,50,House,LogisticRegression,centroid,0.0943103165698003
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,LogisticRegression,centroid,0.007852847363179
Original,original,,Agglo,1,50,House,LogisticRegression,centroid,0.0345849039952596
Decoded,decoded,GNN,Agglo,4,50,House,LogisticRegression,centroid,0.117933408136764
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,House,LogisticRegression,centroid,0.0781043633933861
Encoded,encoded,GNN,Agglo,3,50,House,LogisticRegression,centroid,0.112996885992007
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,LogisticRegression,centroid,0.0063606449904813
Original,original,,Agglo,1,50,House,LogisticRegression,centroid,0.0345849039952596
Decoded,decoded,MLP,Agglo,3,50,House,LogisticRegression,closest,0.098495946746681
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,House,LogisticRegression,closest,0.0808048512966628
Encoded,encoded,MLP,Agglo,4,50,House,LogisticRegression,closest,0.1184840958660599
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,LogisticRegression,closest,0.0119169429770924
Original,original,,Agglo,1,50,House,LogisticRegression,closest,0.0627804183108712
Decoded,decoded,GNN,Agglo,3,50,House,LogisticRegression,closest,0.1095666864181342
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,House,LogisticRegression,closest,0.0708208625928214
Encoded,encoded,GNN,Agglo,4,50,House,LogisticRegression,closest,0.1506574717280853
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,LogisticRegression,closest,0.0131201855797476
Original,original,,Agglo,1,50,House,LogisticRegression,closest,0.0627804183108712
Decoded,decoded,MLP,KIP,4,50,House,LogisticRegression,centroid,0.1775929600726181
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,House,LogisticRegression,centroid,0.1400215333022352
Encoded,encoded,MLP,KIP,2,50,House,LogisticRegression,centroid,0.15290177637136113
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,House,LogisticRegression,centroid,0.017324575448505318
Original,original,,KIP,3,50,House,LogisticRegression,centroid,0.1718348441104905
Decoded,decoded,GNN,KIP,4,50,House,LogisticRegression,centroid,0.20605706072945948
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,House,LogisticRegression,centroid,0.166918695394546
Encoded,encoded,GNN,KIP,3,50,House,LogisticRegression,centroid,0.17572052093445448
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,House,LogisticRegression,centroid,0.029475510281269258
Original,original,,KIP,2,50,House,LogisticRegression,centroid,0.1718348441104905
Decoded,decoded,MLP,KMeans,4,50,House,LogisticRegression,centroid,0.10205232037721097
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,House,LogisticRegression,centroid,0.0920455376391532
Encoded,encoded,MLP,KMeans,2,50,House,LogisticRegression,centroid,0.08923864395668117
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,LogisticRegression,centroid,0.0083304126375773
Original,original,,KMeans,1,50,House,LogisticRegression,centroid,0.043401354026147504
Decoded,decoded,GNN,KMeans,4,50,House,LogisticRegression,centroid,0.13441460431926772
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,House,LogisticRegression,centroid,0.12677426593880398
Encoded,encoded,GNN,KMeans,2,50,House,LogisticRegression,centroid,0.11866301894880164
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,LogisticRegression,centroid,0.01030108801169952
Original,original,,KMeans,1,50,House,LogisticRegression,centroid,0.043401354026147504
Decoded,decoded,MLP,KMeans,2,50,House,LogisticRegression,closest,0.0757922817988123
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,House,LogisticRegression,closest,0.06028154666599422
Encoded,encoded,MLP,KMeans,4,50,House,LogisticRegression,closest,0.09621785448631463
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,LogisticRegression,closest,0.007649012216492859
Original,original,,KMeans,3,50,House,LogisticRegression,closest,0.0854016818164626
Decoded,decoded,GNN,KMeans,3,50,House,LogisticRegression,closest,0.09537477779598831
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,House,LogisticRegression,closest,0.09236495669385637
Encoded,encoded,GNN,KMeans,4,50,House,LogisticRegression,closest,0.12805738851977452
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,LogisticRegression,closest,0.01912873334257862
Original,original,,KMeans,1,50,House,LogisticRegression,closest,0.0854016818164626
Decoded,decoded,MLP,Agglo,3,50,House,MLPClassifier,centroid,0.1557440103051799
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,House,MLPClassifier,centroid,0.1633974030640327
Encoded,encoded,MLP,Agglo,1,50,House,MLPClassifier,centroid,0.1188913330988929
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,MLPClassifier,centroid,0.0594234488716285
Original,original,,Agglo,2,50,House,MLPClassifier,centroid,0.1211952823986299
Decoded,decoded,GNN,Agglo,4,50,House,MLPClassifier,centroid,0.1751765947036877
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,House,MLPClassifier,centroid,0.1416173896091981
Encoded,encoded,GNN,Agglo,3,50,House,MLPClassifier,centroid,0.1630352310256253
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,MLPClassifier,centroid,0.0551404539477707
Original,original,,Agglo,1,50,House,MLPClassifier,centroid,0.1211952823986299
Decoded,decoded,MLP,Agglo,3,50,House,MLPClassifier,closest,0.133219585193566
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,House,MLPClassifier,closest,0.1351441616720688
Encoded,encoded,MLP,Agglo,2,50,House,MLPClassifier,closest,0.1325071861048252
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,MLPClassifier,closest,0.0592504854443152
Original,original,,Agglo,1,50,House,MLPClassifier,closest,0.1191842242064704
Decoded,decoded,GNN,Agglo,3,50,House,MLPClassifier,closest,0.1510544079872789
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,House,MLPClassifier,closest,0.1103702564063359
Encoded,encoded,GNN,Agglo,4,50,House,MLPClassifier,closest,0.1861311043667053
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,MLPClassifier,closest,0.0610565676411227
Original,original,,Agglo,2,50,House,MLPClassifier,closest,0.1191842242064704
Decoded,decoded,MLP,KIP,4,50,House,MLPClassifier,centroid,0.23859826998348713
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,House,MLPClassifier,centroid,0.2086076539661182
Encoded,encoded,MLP,KIP,2,50,House,MLPClassifier,centroid,0.18703739450186524
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,House,MLPClassifier,centroid,0.07228218075347063
Original,original,,KIP,1,50,House,MLPClassifier,centroid,0.15818699926609986
Decoded,decoded,GNN,KIP,4,50,House,MLPClassifier,centroid,0.266431238915051
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,House,MLPClassifier,centroid,0.22558482661610899
Encoded,encoded,GNN,KIP,2,50,House,MLPClassifier,centroid,0.20013789294232764
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,House,MLPClassifier,centroid,0.0828203359121765
Original,original,,KIP,1,50,House,MLPClassifier,centroid,0.15818699926609986
Decoded,decoded,MLP,KMeans,4,50,House,MLPClassifier,centroid,0.1508996965017429
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,House,MLPClassifier,centroid,0.1453288407436853
Encoded,encoded,MLP,KMeans,1,50,House,MLPClassifier,centroid,0.1172351843923918
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,MLPClassifier,centroid,0.05920824796648512
Original,original,,KMeans,2,50,House,MLPClassifier,centroid,0.11739362271420695
Decoded,decoded,GNN,KMeans,3,50,House,MLPClassifier,centroid,0.1680832785456546
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,House,MLPClassifier,centroid,0.1716633348113264
Encoded,encoded,GNN,KMeans,2,50,House,MLPClassifier,centroid,0.16168965200905133
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,MLPClassifier,centroid,0.06156150617699206
Original,original,,KMeans,1,50,House,MLPClassifier,centroid,0.11739362271420695
Decoded,decoded,MLP,KMeans,1,50,House,MLPClassifier,closest,0.12367649532138694
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,House,MLPClassifier,closest,0.12412218671640866
Encoded,encoded,MLP,KMeans,3,50,House,MLPClassifier,closest,0.12678735245550715
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,MLPClassifier,closest,0.061691849886856984
Original,original,,KMeans,4,50,House,MLPClassifier,closest,0.13941272705033322
Decoded,decoded,GNN,KMeans,2,50,House,MLPClassifier,closest,0.1480530625038223
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,House,MLPClassifier,closest,0.14996684071310612
Encoded,encoded,GNN,KMeans,4,50,House,MLPClassifier,closest,0.16586409088129156
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,MLPClassifier,closest,0.07071757843556958
Original,original,,KMeans,1,50,House,MLPClassifier,closest,0.13941272705033322
Decoded,decoded,MLP,Agglo,3,50,House,XGBClassifier,centroid,0.19735546709132
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,House,XGBClassifier,centroid,0.1786131872243902
Encoded,encoded,MLP,Agglo,2,50,House,XGBClassifier,centroid,0.184712003985132
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,XGBClassifier,centroid,0.0844045889342834
Original,original,,Agglo,4,50,House,XGBClassifier,centroid,0.311314410239565
Decoded,decoded,GNN,Agglo,3,50,House,XGBClassifier,centroid,0.231323816961035
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,House,XGBClassifier,centroid,0.1667638286110428
Encoded,encoded,GNN,Agglo,2,50,House,XGBClassifier,centroid,0.1933142528325023
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,XGBClassifier,centroid,0.0933810330144817
Original,original,,Agglo,4,50,House,XGBClassifier,centroid,0.311314410239565
Decoded,decoded,MLP,Agglo,2,50,House,XGBClassifier,closest,0.1705934387646467
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,House,XGBClassifier,closest,0.1741911798319136
Encoded,encoded,MLP,Agglo,4,50,House,XGBClassifier,closest,0.183694984699939
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,House,XGBClassifier,closest,0.1057323033695949
Original,original,,Agglo,1,50,House,XGBClassifier,closest,0.153161784769877
Decoded,decoded,GNN,Agglo,4,50,House,XGBClassifier,closest,0.2322475230773362
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,House,XGBClassifier,closest,0.1630968095850531
Encoded,encoded,GNN,Agglo,3,50,House,XGBClassifier,closest,0.2145821148817066
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,House,XGBClassifier,closest,0.0974208334374073
Original,original,,Agglo,1,50,House,XGBClassifier,closest,0.153161784769877
Decoded,decoded,MLP,KIP,2,50,House,XGBClassifier,centroid,0.24522634805717733
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,House,XGBClassifier,centroid,0.2293589620936458
Encoded,encoded,MLP,KIP,3,50,House,XGBClassifier,centroid,0.2731770353463685
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,House,XGBClassifier,centroid,0.10195038661342466
Original,original,,KIP,4,50,House,XGBClassifier,centroid,0.3336140897229682
Decoded,decoded,GNN,KIP,3,50,House,XGBClassifier,centroid,0.285740192573874
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,House,XGBClassifier,centroid,0.24174595536897092
Encoded,encoded,GNN,KIP,2,50,House,XGBClassifier,centroid,0.2842946867575888
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,House,XGBClassifier,centroid,0.10680559332330124
Original,original,,KIP,4,50,House,XGBClassifier,centroid,0.3336140897229682
Decoded,decoded,MLP,KMeans,3,50,House,XGBClassifier,centroid,0.18788540577325738
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,House,XGBClassifier,centroid,0.17784801923947874
Encoded,encoded,MLP,KMeans,1,50,House,XGBClassifier,centroid,0.17765941353144618
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,XGBClassifier,centroid,0.0914519010673046
Original,original,,KMeans,4,50,House,XGBClassifier,centroid,0.39022483289637944
Decoded,decoded,GNN,KMeans,3,50,House,XGBClassifier,centroid,0.24497421398971753
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,House,XGBClassifier,centroid,0.1791310281838758
Encoded,encoded,GNN,KMeans,2,50,House,XGBClassifier,centroid,0.20243717031114278
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,XGBClassifier,centroid,0.10426832343098373
Original,original,,KMeans,4,50,House,XGBClassifier,centroid,0.39022483289637944
Decoded,decoded,MLP,KMeans,2,50,House,XGBClassifier,closest,0.16781440293474617
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,House,XGBClassifier,closest,0.16110009628222416
Encoded,encoded,MLP,KMeans,3,50,House,XGBClassifier,closest,0.17381330862576555
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,House,XGBClassifier,closest,0.09083056732050285
Original,original,,KMeans,4,50,House,XGBClassifier,closest,0.17442974107480738
Decoded,decoded,GNN,KMeans,3,50,House,XGBClassifier,closest,0.18105563585619774
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,House,XGBClassifier,closest,0.16810433354839338
Encoded,encoded,GNN,KMeans,4,50,House,XGBClassifier,closest,0.22141659758507393
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,House,XGBClassifier,closest,0.10449868442570207
Original,original,,KMeans,2,50,House,XGBClassifier,closest,0.17442974107480738
Decoded,decoded,MLP,Agglo,4,50,Jannis,GaussianNB,centroid,0.3188014680401528
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Jannis,GaussianNB,centroid,0.2572669493193847
Encoded,encoded,MLP,Agglo,1,50,Jannis,GaussianNB,centroid,0.2514099755553777
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Jannis,GaussianNB,centroid,0.2725882831391434
Original,original,,Agglo,0,50,Jannis,GaussianNB,centroid,0.1362414445964261
Decoded,decoded,GNN,Agglo,4,50,Jannis,GaussianNB,centroid,0.2137698516923971
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,GaussianNB,centroid,0.1774546394941513
Encoded,encoded,GNN,Agglo,1,50,Jannis,GaussianNB,centroid,0.0511247957762772
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,GaussianNB,centroid,-0.0579310903124114
Original,original,,Agglo,2,50,Jannis,GaussianNB,centroid,0.1362414445964261
Decoded,decoded,MLP,Agglo,3,50,Jannis,GaussianNB,closest,0.2990577095712514
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Jannis,GaussianNB,closest,0.2627608178847691
Encoded,encoded,MLP,Agglo,2,50,Jannis,GaussianNB,closest,0.2641177190399774
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,Jannis,GaussianNB,closest,0.3300477324816838
Original,original,,Agglo,0,50,Jannis,GaussianNB,closest,0.0750761923154307
Decoded,decoded,GNN,Agglo,4,50,Jannis,GaussianNB,closest,0.1980695811404652
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,GaussianNB,closest,0.0824981621344073
Encoded,encoded,GNN,Agglo,1,50,Jannis,GaussianNB,closest,0.0636501093987529
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,GaussianNB,closest,-0.0510529826343991
Original,original,,Agglo,2,50,Jannis,GaussianNB,closest,0.0750761923154307
Decoded,decoded,MLP,KIP,3,50,Jannis,GaussianNB,centroid,0.19899318791144888
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,Jannis,GaussianNB,centroid,0.214422829006095
Encoded,encoded,MLP,KIP,2,50,Jannis,GaussianNB,centroid,0.15374509003144216
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,Jannis,GaussianNB,centroid,0.1384847157764373
Original,original,,KIP,0,50,Jannis,GaussianNB,centroid,0.13841142556879976
Decoded,decoded,GNN,KIP,3,50,Jannis,GaussianNB,centroid,0.19074170285851788
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,Jannis,GaussianNB,centroid,0.19720641165683966
Encoded,encoded,GNN,KIP,1,50,Jannis,GaussianNB,centroid,0.07974585002665847
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Jannis,GaussianNB,centroid,-0.05653493674669906
Original,original,,KIP,2,50,Jannis,GaussianNB,centroid,0.13841142556879976
Decoded,decoded,MLP,KMeans,4,50,Jannis,GaussianNB,centroid,0.29824567430887694
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,GaussianNB,centroid,0.26339806159192836
Encoded,encoded,MLP,KMeans,2,50,Jannis,GaussianNB,centroid,0.2625687911755031
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Jannis,GaussianNB,centroid,0.2607862502641478
Original,original,,KMeans,0,50,Jannis,GaussianNB,centroid,0.14279919221640194
Decoded,decoded,GNN,KMeans,4,50,Jannis,GaussianNB,centroid,0.2047790095409062
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Jannis,GaussianNB,centroid,0.20175649232625573
Encoded,encoded,GNN,KMeans,1,50,Jannis,GaussianNB,centroid,0.053984264516526694
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,GaussianNB,centroid,-0.04541688324517396
Original,original,,KMeans,2,50,Jannis,GaussianNB,centroid,0.14279919221640194
Decoded,decoded,MLP,KMeans,2,50,Jannis,GaussianNB,closest,0.26619371456291757
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,GaussianNB,closest,0.27645018173417224
Encoded,encoded,MLP,KMeans,1,50,Jannis,GaussianNB,closest,0.2603848392828005
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,50,Jannis,GaussianNB,closest,0.2910131606151105
Original,original,,KMeans,0,50,Jannis,GaussianNB,closest,0.07004480038374325
Decoded,decoded,GNN,KMeans,4,50,Jannis,GaussianNB,closest,0.2133288863589263
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Jannis,GaussianNB,closest,0.1607102140198919
Encoded,encoded,GNN,KMeans,1,50,Jannis,GaussianNB,closest,0.06716961435812362
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,GaussianNB,closest,-0.0333977380247608
Original,original,,KMeans,2,50,Jannis,GaussianNB,closest,0.07004480038374325
Decoded,decoded,MLP,Agglo,1,50,Jannis,KNeighborsClassifier,centroid,0.2819605515774924
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Jannis,KNeighborsClassifier,centroid,0.3054210771071565
Encoded,encoded,MLP,Agglo,2,50,Jannis,KNeighborsClassifier,centroid,0.2865832952560747
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,Jannis,KNeighborsClassifier,centroid,0.3194357650224253
Original,original,,Agglo,0,50,Jannis,KNeighborsClassifier,centroid,-0.0077693289995254
Decoded,decoded,GNN,Agglo,3,50,Jannis,KNeighborsClassifier,centroid,0.2133984215398482
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Jannis,KNeighborsClassifier,centroid,0.1595559537571104
Encoded,encoded,GNN,Agglo,4,50,Jannis,KNeighborsClassifier,centroid,0.2307521656608226
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Jannis,KNeighborsClassifier,centroid,0.1397377637744244
Original,original,,Agglo,0,50,Jannis,KNeighborsClassifier,centroid,-0.0077693289995254
Decoded,decoded,MLP,Agglo,1,50,Jannis,KNeighborsClassifier,closest,0.2342328593240554
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Jannis,KNeighborsClassifier,closest,0.304091260880897
Encoded,encoded,MLP,Agglo,2,50,Jannis,KNeighborsClassifier,closest,0.2926992182668028
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,Jannis,KNeighborsClassifier,closest,0.3399181172553132
Original,original,,Agglo,0,50,Jannis,KNeighborsClassifier,closest,0.0647513442171183
Decoded,decoded,GNN,Agglo,2,50,Jannis,KNeighborsClassifier,closest,0.2050030266735117
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,KNeighborsClassifier,closest,0.2150589036641147
Encoded,encoded,GNN,Agglo,4,50,Jannis,KNeighborsClassifier,closest,0.2717258204817326
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Jannis,KNeighborsClassifier,closest,0.1567560225753967
Original,original,,Agglo,0,50,Jannis,KNeighborsClassifier,closest,0.0647513442171183
Decoded,decoded,MLP,KIP,3,50,Jannis,KNeighborsClassifier,centroid,0.2250791398815814
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Jannis,KNeighborsClassifier,centroid,0.22031891262823966
Encoded,encoded,MLP,KIP,1,50,Jannis,KNeighborsClassifier,centroid,0.21443437542241664
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Jannis,KNeighborsClassifier,centroid,0.1978558621039439
Original,original,,KIP,4,50,Jannis,KNeighborsClassifier,centroid,0.25110170074342264
Decoded,decoded,GNN,KIP,2,50,Jannis,KNeighborsClassifier,centroid,0.19089181262056681
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,Jannis,KNeighborsClassifier,centroid,0.16534427847018085
Encoded,encoded,GNN,KIP,3,50,Jannis,KNeighborsClassifier,centroid,0.20350302365181072
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Jannis,KNeighborsClassifier,centroid,0.1273843153211644
Original,original,,KIP,4,50,Jannis,KNeighborsClassifier,centroid,0.25110170074342264
Decoded,decoded,MLP,KMeans,4,50,Jannis,KNeighborsClassifier,centroid,0.3139743960174132
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,KNeighborsClassifier,centroid,0.30330041668110586
Encoded,encoded,MLP,KMeans,2,50,Jannis,KNeighborsClassifier,centroid,0.3029676164676437
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Jannis,KNeighborsClassifier,centroid,0.29935337126600936
Original,original,,KMeans,0,50,Jannis,KNeighborsClassifier,centroid,0.00653924420906288
Decoded,decoded,GNN,KMeans,3,50,Jannis,KNeighborsClassifier,centroid,0.22975480540359716
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Jannis,KNeighborsClassifier,centroid,0.21459304915420288
Encoded,encoded,GNN,KMeans,4,50,Jannis,KNeighborsClassifier,centroid,0.25274834424167425
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Jannis,KNeighborsClassifier,centroid,0.15713485974372768
Original,original,,KMeans,0,50,Jannis,KNeighborsClassifier,centroid,0.00653924420906288
Decoded,decoded,MLP,KMeans,2,50,Jannis,KNeighborsClassifier,closest,0.28996140407969434
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Jannis,KNeighborsClassifier,closest,0.3127821016152943
Encoded,encoded,MLP,KMeans,1,50,Jannis,KNeighborsClassifier,closest,0.2898234997617447
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Jannis,KNeighborsClassifier,closest,0.29327949197478265
Original,original,,KMeans,0,50,Jannis,KNeighborsClassifier,closest,0.06517865865082034
Decoded,decoded,GNN,KMeans,3,50,Jannis,KNeighborsClassifier,closest,0.2312523834145483
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Jannis,KNeighborsClassifier,closest,0.19070271533120095
Encoded,encoded,GNN,KMeans,4,50,Jannis,KNeighborsClassifier,closest,0.24306721938552056
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Jannis,KNeighborsClassifier,closest,0.10201591832135401
Original,original,,KMeans,0,50,Jannis,KNeighborsClassifier,closest,0.06517865865082034
Decoded,decoded,MLP,Agglo,3,50,Jannis,LogisticRegression,centroid,0.2816161520121883
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Jannis,LogisticRegression,centroid,0.3225020769954811
Encoded,encoded,MLP,Agglo,2,50,Jannis,LogisticRegression,centroid,0.069922421621839
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Jannis,LogisticRegression,centroid,0.0367187737397976
Original,original,,Agglo,1,50,Jannis,LogisticRegression,centroid,0.0579498559281925
Decoded,decoded,GNN,Agglo,4,50,Jannis,LogisticRegression,centroid,0.2647003111962865
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,LogisticRegression,centroid,0.2276612176941901
Encoded,encoded,GNN,Agglo,1,50,Jannis,LogisticRegression,centroid,0.0504458340945469
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,LogisticRegression,centroid,0.0317684379049513
Original,original,,Agglo,2,50,Jannis,LogisticRegression,centroid,0.0579498559281925
Decoded,decoded,MLP,Agglo,3,50,Jannis,LogisticRegression,closest,0.2186809524228483
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Jannis,LogisticRegression,closest,0.3312544402085919
Encoded,encoded,MLP,Agglo,1,50,Jannis,LogisticRegression,closest,0.1056839697499849
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Jannis,LogisticRegression,closest,0.0269753230682647
Original,original,,Agglo,2,50,Jannis,LogisticRegression,closest,0.1254881965217378
Decoded,decoded,GNN,Agglo,4,50,Jannis,LogisticRegression,closest,0.2886498416662926
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,LogisticRegression,closest,0.2267059143707829
Encoded,encoded,GNN,Agglo,1,50,Jannis,LogisticRegression,closest,0.0600262599361045
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,LogisticRegression,closest,0.0379952470683811
Original,original,,Agglo,2,50,Jannis,LogisticRegression,closest,0.1254881965217378
Decoded,decoded,MLP,KIP,4,50,Jannis,LogisticRegression,centroid,0.27012194035479664
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Jannis,LogisticRegression,centroid,0.2545628431885232
Encoded,encoded,MLP,KIP,1,50,Jannis,LogisticRegression,centroid,0.166187060678581
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Jannis,LogisticRegression,centroid,0.12464462250584016
Original,original,,KIP,2,50,Jannis,LogisticRegression,centroid,0.16832763214678106
Decoded,decoded,GNN,KIP,4,50,Jannis,LogisticRegression,centroid,0.20766367526577661
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Jannis,LogisticRegression,centroid,0.1968419096100142
Encoded,encoded,GNN,KIP,1,50,Jannis,LogisticRegression,centroid,0.1489497541208499
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Jannis,LogisticRegression,centroid,0.051790556049230316
Original,original,,KIP,2,50,Jannis,LogisticRegression,centroid,0.16832763214678106
Decoded,decoded,MLP,KMeans,4,50,Jannis,LogisticRegression,centroid,0.33726377942422575
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,LogisticRegression,centroid,0.31000869687562355
Encoded,encoded,MLP,KMeans,1,50,Jannis,LogisticRegression,centroid,0.05922715731940438
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Jannis,LogisticRegression,centroid,0.02062643381446966
Original,original,,KMeans,2,50,Jannis,LogisticRegression,centroid,0.05996143446176322
Decoded,decoded,GNN,KMeans,4,50,Jannis,LogisticRegression,centroid,0.268456358918423
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Jannis,LogisticRegression,centroid,0.24916681743074784
Encoded,encoded,GNN,KMeans,1,50,Jannis,LogisticRegression,centroid,0.054821243089096396
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,LogisticRegression,centroid,0.03154427691538082
Original,original,,KMeans,2,50,Jannis,LogisticRegression,centroid,0.05996143446176322
Decoded,decoded,MLP,KMeans,3,50,Jannis,LogisticRegression,closest,0.30846421959866016
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Jannis,LogisticRegression,closest,0.35409809303830736
Encoded,encoded,MLP,KMeans,1,50,Jannis,LogisticRegression,closest,0.08263358221297809
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Jannis,LogisticRegression,closest,0.025766344237316087
Original,original,,KMeans,2,50,Jannis,LogisticRegression,closest,0.1140191520535176
Decoded,decoded,GNN,KMeans,4,50,Jannis,LogisticRegression,closest,0.30243380175308243
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Jannis,LogisticRegression,closest,0.22887349398881973
Encoded,encoded,GNN,KMeans,1,50,Jannis,LogisticRegression,closest,0.06334860985659202
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,LogisticRegression,closest,0.039080674519115496
Original,original,,KMeans,2,50,Jannis,LogisticRegression,closest,0.1140191520535176
Decoded,decoded,MLP,Agglo,2,50,Jannis,MLPClassifier,centroid,0.3042217536573594
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Jannis,MLPClassifier,centroid,0.3476811088785879
Encoded,encoded,MLP,Agglo,1,50,Jannis,MLPClassifier,centroid,0.2568830939261975
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Jannis,MLPClassifier,centroid,0.3199820280808014
Original,original,,Agglo,0,50,Jannis,MLPClassifier,centroid,0.1670350294135111
Decoded,decoded,GNN,Agglo,3,50,Jannis,MLPClassifier,centroid,0.2816408952410872
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Jannis,MLPClassifier,centroid,0.2271998823072788
Encoded,encoded,GNN,Agglo,4,50,Jannis,MLPClassifier,centroid,0.2950841658381549
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,MLPClassifier,centroid,0.1292948227736848
Original,original,,Agglo,1,50,Jannis,MLPClassifier,centroid,0.1670350294135111
Decoded,decoded,MLP,Agglo,1,50,Jannis,MLPClassifier,closest,0.2630568406709717
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Jannis,MLPClassifier,closest,0.3533880097388721
Encoded,encoded,MLP,Agglo,2,50,Jannis,MLPClassifier,closest,0.3235363740485544
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,Jannis,MLPClassifier,closest,0.4274528801160826
Original,original,,Agglo,0,50,Jannis,MLPClassifier,closest,0.1404336595739468
Decoded,decoded,GNN,Agglo,4,50,Jannis,MLPClassifier,closest,0.2921655553829415
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,MLPClassifier,closest,0.2367963657358613
Encoded,encoded,GNN,Agglo,2,50,Jannis,MLPClassifier,closest,0.2030779955651788
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,MLPClassifier,closest,0.114606546256527
Original,original,,Agglo,1,50,Jannis,MLPClassifier,closest,0.1404336595739468
Decoded,decoded,MLP,KIP,4,50,Jannis,MLPClassifier,centroid,0.2786962709127152
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Jannis,MLPClassifier,centroid,0.2754432690213376
Encoded,encoded,MLP,KIP,2,50,Jannis,MLPClassifier,centroid,0.2539471647635785
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,Jannis,MLPClassifier,centroid,0.22001229642550618
Original,original,,KIP,0,50,Jannis,MLPClassifier,centroid,0.17399114052856146
Decoded,decoded,GNN,KIP,4,50,Jannis,MLPClassifier,centroid,0.22595431055679788
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Jannis,MLPClassifier,centroid,0.21012081481581749
Encoded,encoded,GNN,KIP,2,50,Jannis,MLPClassifier,centroid,0.2091655856799358
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Jannis,MLPClassifier,centroid,0.07903872006014127
Original,original,,KIP,1,50,Jannis,MLPClassifier,centroid,0.17399114052856146
Decoded,decoded,MLP,KMeans,4,50,Jannis,MLPClassifier,centroid,0.34987264876880675
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,MLPClassifier,centroid,0.3366386279801983
Encoded,encoded,MLP,KMeans,2,50,Jannis,MLPClassifier,centroid,0.3175104164719386
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Jannis,MLPClassifier,centroid,0.2801424402803626
Original,original,,KMeans,0,50,Jannis,MLPClassifier,centroid,0.1675304819635833
Decoded,decoded,GNN,KMeans,3,50,Jannis,MLPClassifier,centroid,0.28651755818258423
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Jannis,MLPClassifier,centroid,0.2604754579662866
Encoded,encoded,GNN,KMeans,4,50,Jannis,MLPClassifier,centroid,0.29969548297598997
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,MLPClassifier,centroid,0.1292694391926073
Original,original,,KMeans,1,50,Jannis,MLPClassifier,centroid,0.1675304819635833
Decoded,decoded,MLP,KMeans,1,50,Jannis,MLPClassifier,closest,0.3371515782979263
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,MLPClassifier,closest,0.37424297086453373
Encoded,encoded,MLP,KMeans,2,50,Jannis,MLPClassifier,closest,0.342287721029287
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,50,Jannis,MLPClassifier,closest,0.38125830794796167
Original,original,,KMeans,0,50,Jannis,MLPClassifier,closest,0.13613074864875763
Decoded,decoded,GNN,KMeans,4,50,Jannis,MLPClassifier,closest,0.31350200235915454
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Jannis,MLPClassifier,closest,0.2402214731773833
Encoded,encoded,GNN,KMeans,2,50,Jannis,MLPClassifier,closest,0.23115649787086623
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,MLPClassifier,closest,0.1267679746588204
Original,original,,KMeans,1,50,Jannis,MLPClassifier,closest,0.13613074864875763
Decoded,decoded,MLP,Agglo,4,50,Jannis,XGBClassifier,centroid,0.3825714836322872
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Jannis,XGBClassifier,centroid,0.3557615081556958
Encoded,encoded,MLP,Agglo,1,50,Jannis,XGBClassifier,centroid,0.1805165115688874
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Jannis,XGBClassifier,centroid,0.1418342953150382
Original,original,,Agglo,2,50,Jannis,XGBClassifier,centroid,0.2133606094616656
Decoded,decoded,GNN,Agglo,4,50,Jannis,XGBClassifier,centroid,0.3165233759518596
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,XGBClassifier,centroid,0.314016274749032
Encoded,encoded,GNN,Agglo,1,50,Jannis,XGBClassifier,centroid,0.1809544247313214
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,XGBClassifier,centroid,0.1624901438154732
Original,original,,Agglo,2,50,Jannis,XGBClassifier,centroid,0.2133606094616656
Decoded,decoded,MLP,Agglo,3,50,Jannis,XGBClassifier,closest,0.2982869578080658
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Jannis,XGBClassifier,closest,0.3891692915897058
Encoded,encoded,MLP,Agglo,1,50,Jannis,XGBClassifier,closest,0.1951713856472238
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Jannis,XGBClassifier,closest,0.1479859794502794
Original,original,,Agglo,2,50,Jannis,XGBClassifier,closest,0.2299020013652766
Decoded,decoded,GNN,Agglo,4,50,Jannis,XGBClassifier,closest,0.3258863441121426
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Jannis,XGBClassifier,closest,0.3214664645441997
Encoded,encoded,GNN,Agglo,1,50,Jannis,XGBClassifier,closest,0.2189091154608758
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Jannis,XGBClassifier,closest,0.1655719912003441
Original,original,,Agglo,2,50,Jannis,XGBClassifier,closest,0.2299020013652766
Decoded,decoded,MLP,KIP,4,50,Jannis,XGBClassifier,centroid,0.31933556084234577
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Jannis,XGBClassifier,centroid,0.3139097397424431
Encoded,encoded,MLP,KIP,1,50,Jannis,XGBClassifier,centroid,0.246626687765574
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Jannis,XGBClassifier,centroid,0.21790624783706783
Original,original,,KIP,3,50,Jannis,XGBClassifier,centroid,0.31634781711807197
Decoded,decoded,GNN,KIP,3,50,Jannis,XGBClassifier,centroid,0.2868287989229785
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Jannis,XGBClassifier,centroid,0.2732888170814293
Encoded,encoded,GNN,KIP,1,50,Jannis,XGBClassifier,centroid,0.23162703383470373
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Jannis,XGBClassifier,centroid,0.16006103709453923
Original,original,,KIP,4,50,Jannis,XGBClassifier,centroid,0.31634781711807197
Decoded,decoded,MLP,KMeans,4,50,Jannis,XGBClassifier,centroid,0.4037811241682466
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Jannis,XGBClassifier,centroid,0.3677243647595769
Encoded,encoded,MLP,KMeans,1,50,Jannis,XGBClassifier,centroid,0.1879567942870093
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Jannis,XGBClassifier,centroid,0.1287884391196543
Original,original,,KMeans,2,50,Jannis,XGBClassifier,centroid,0.344883971842187
Decoded,decoded,GNN,KMeans,4,50,Jannis,XGBClassifier,centroid,0.34568117940359394
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Jannis,XGBClassifier,centroid,0.3186456211398023
Encoded,encoded,GNN,KMeans,1,50,Jannis,XGBClassifier,centroid,0.18877965846369726
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,XGBClassifier,centroid,0.1536414208105617
Original,original,,KMeans,3,50,Jannis,XGBClassifier,centroid,0.344883971842187
Decoded,decoded,MLP,KMeans,3,50,Jannis,XGBClassifier,closest,0.37368361410170625
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Jannis,XGBClassifier,closest,0.4198625291274851
Encoded,encoded,MLP,KMeans,2,50,Jannis,XGBClassifier,closest,0.1998892375214935
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Jannis,XGBClassifier,closest,0.159885430761067
Original,original,,KMeans,1,50,Jannis,XGBClassifier,closest,0.18883677344143346
Decoded,decoded,GNN,KMeans,4,50,Jannis,XGBClassifier,closest,0.35579848326721825
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Jannis,XGBClassifier,closest,0.30081577315236396
Encoded,encoded,GNN,KMeans,2,50,Jannis,XGBClassifier,closest,0.2111087444204834
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Jannis,XGBClassifier,closest,0.17055109133917892
Original,original,,KMeans,1,50,Jannis,XGBClassifier,closest,0.18883677344143346
Decoded,decoded,MLP,Agglo,3,50,LawSchoolAdmissions,GaussianNB,centroid,-0.0001675332313293
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,GaussianNB,centroid,-0.1084818677495016
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,GaussianNB,centroid,0.0680794130947722
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,GaussianNB,centroid,-0.1506053455987966
Original,original,,Agglo,0,50,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,50,LawSchoolAdmissions,GaussianNB,centroid,-0.0698929896129397
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,LawSchoolAdmissions,GaussianNB,centroid,-0.1872693489166574
Encoded,encoded,GNN,Agglo,3,50,LawSchoolAdmissions,GaussianNB,centroid,0.076867292592688
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,LawSchoolAdmissions,GaussianNB,centroid,0.1881058435122462
Original,original,,Agglo,0,50,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,2,50,LawSchoolAdmissions,GaussianNB,closest,-0.1002610238037775
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,LawSchoolAdmissions,GaussianNB,closest,-0.089814213847383
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,GaussianNB,closest,0.1108367054765793
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,GaussianNB,closest,-0.1492615650649865
Original,original,,Agglo,0,50,LawSchoolAdmissions,GaussianNB,closest,-0.22341083600254
Decoded,decoded,GNN,Agglo,1,50,LawSchoolAdmissions,GaussianNB,closest,-0.182465948577842
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,GaussianNB,closest,-0.1696256393794476
Encoded,encoded,GNN,Agglo,3,50,LawSchoolAdmissions,GaussianNB,closest,0.0628027020884247
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,LawSchoolAdmissions,GaussianNB,closest,0.1755748264332292
Original,original,,Agglo,0,50,LawSchoolAdmissions,GaussianNB,closest,-0.22341083600254
Decoded,decoded,MLP,KIP,4,50,LawSchoolAdmissions,GaussianNB,centroid,0.2150908779912882
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,LawSchoolAdmissions,GaussianNB,centroid,-0.15168013571363298
Encoded,encoded,MLP,KIP,3,50,LawSchoolAdmissions,GaussianNB,centroid,0.2028176043450856
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,LawSchoolAdmissions,GaussianNB,centroid,-0.0832677649661067
Original,original,,KIP,0,50,LawSchoolAdmissions,GaussianNB,centroid,-0.2436019879048036
Decoded,decoded,GNN,KIP,2,50,LawSchoolAdmissions,GaussianNB,centroid,0.012956059430949352
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,LawSchoolAdmissions,GaussianNB,centroid,-0.06433299514270786
Encoded,encoded,GNN,KIP,3,50,LawSchoolAdmissions,GaussianNB,centroid,0.08748561908800993
Encoded-FT,encoded,GNN-MultiHead,KIP,4,50,LawSchoolAdmissions,GaussianNB,centroid,0.18204676403120104
Original,original,,KIP,0,50,LawSchoolAdmissions,GaussianNB,centroid,-0.2436019879048036
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,GaussianNB,centroid,-0.026364575742593998
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,GaussianNB,centroid,-0.09620601666897065
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,GaussianNB,centroid,0.0915671035027332
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,LawSchoolAdmissions,GaussianNB,centroid,-0.14816545253889
Original,original,,KMeans,0,50,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,50,LawSchoolAdmissions,GaussianNB,centroid,-0.08786309606097736
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,LawSchoolAdmissions,GaussianNB,centroid,-0.09809363584601938
Encoded,encoded,GNN,KMeans,3,50,LawSchoolAdmissions,GaussianNB,centroid,0.0820842539850649
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,50,LawSchoolAdmissions,GaussianNB,centroid,0.16429597381326716
Original,original,,KMeans,0,50,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,GaussianNB,closest,-0.08684899280895819
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,LawSchoolAdmissions,GaussianNB,closest,-0.15153603370346844
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,GaussianNB,closest,0.09884882410416578
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,GaussianNB,closest,-0.13810291460960067
Original,original,,KMeans,0,50,LawSchoolAdmissions,GaussianNB,closest,-0.19401777492437572
Decoded,decoded,GNN,KMeans,1,50,LawSchoolAdmissions,GaussianNB,closest,-0.1923871962435066
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,LawSchoolAdmissions,GaussianNB,closest,-0.18009096000056235
Encoded,encoded,GNN,KMeans,3,50,LawSchoolAdmissions,GaussianNB,closest,0.06655310334808714
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,50,LawSchoolAdmissions,GaussianNB,closest,0.1550432188874387
Original,original,,KMeans,0,50,LawSchoolAdmissions,GaussianNB,closest,-0.19401777492437572
Decoded,decoded,MLP,Agglo,3,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.124088776836135
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1160736905763997
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2042794799081421
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0739408563046018
Original,original,,Agglo,1,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.023267858748151
Decoded,decoded,GNN,Agglo,3,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1390330410336458
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0835230012340331
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1822425896717144
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0670647989996976
Original,original,,Agglo,1,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.023267858748151
Decoded,decoded,MLP,Agglo,2,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.074989988803805
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0668676397276954
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2360885234915782
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0465459330026233
Original,original,,Agglo,3,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0751084886771327
Decoded,decoded,GNN,Agglo,3,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0867848124024418
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0735066972859443
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1988407443426527
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0435160138277094
Original,original,,Agglo,2,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0751084886771327
Decoded,decoded,MLP,KIP,3,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.26758865016385674
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1959317767625834
Encoded,encoded,MLP,KIP,4,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3506840303032779
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.11435830275491769
Original,original,,KIP,2,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20288812794717354
Decoded,decoded,GNN,KIP,2,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18836208657845913
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1439548719792747
Encoded,encoded,GNN,KIP,4,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2652791284947247
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0026926031561828197
Original,original,,KIP,3,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20288812794717354
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1579088449939932
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.08708228794651966
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1998500363672025
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07464225296862612
Original,original,,KMeans,1,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0156583280893734
Decoded,decoded,GNN,KMeans,3,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.07631882186608688
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0696760867255624
Encoded,encoded,GNN,KMeans,4,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17679322997965063
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.04820166226718862
Original,original,,KMeans,1,50,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0156583280893734
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.09018167256441895
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.07321432949502701
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.23755710468033628
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0505559278540082
Original,original,,KMeans,1,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0709536379461111
Decoded,decoded,GNN,KMeans,3,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.08063998104002017
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.07204138505920897
Encoded,encoded,GNN,KMeans,4,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.18980798934318371
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.03865751902127276
Original,original,,KMeans,1,50,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0709536379461111
Decoded,decoded,MLP,Agglo,3,50,LawSchoolAdmissions,LogisticRegression,centroid,0.1529807047801233
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,LogisticRegression,centroid,0.0562005286980622
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,LogisticRegression,centroid,0.2503021938710188
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,LogisticRegression,centroid,0.1093546419237981
Original,original,,Agglo,0,50,LawSchoolAdmissions,LogisticRegression,centroid,0.0096984462904525
Decoded,decoded,GNN,Agglo,2,50,LawSchoolAdmissions,LogisticRegression,centroid,0.1359326399505946
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,LawSchoolAdmissions,LogisticRegression,centroid,0.0288816379096091
Encoded,encoded,GNN,Agglo,3,50,LawSchoolAdmissions,LogisticRegression,centroid,0.2825635077836104
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,LawSchoolAdmissions,LogisticRegression,centroid,0.2915248269681199
Original,original,,Agglo,0,50,LawSchoolAdmissions,LogisticRegression,centroid,0.0096984462904525
Decoded,decoded,MLP,Agglo,2,50,LawSchoolAdmissions,LogisticRegression,closest,0.0346769820528849
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,LogisticRegression,closest,0.0201716762439843
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,LogisticRegression,closest,0.2626563688535084
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,LawSchoolAdmissions,LogisticRegression,closest,0.1056887760865799
Original,original,,Agglo,0,50,LawSchoolAdmissions,LogisticRegression,closest,0.0191097613327408
Decoded,decoded,GNN,Agglo,0,50,LawSchoolAdmissions,LogisticRegression,closest,0.0086261758259965
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,LogisticRegression,closest,0.0308764940239043
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,LogisticRegression,closest,0.2483544084531439
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,LawSchoolAdmissions,LogisticRegression,closest,0.2381880794402728
Original,original,,Agglo,1,50,LawSchoolAdmissions,LogisticRegression,closest,0.0191097613327408
Decoded,decoded,MLP,KIP,3,50,LawSchoolAdmissions,LogisticRegression,centroid,0.16405662793062153
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,LawSchoolAdmissions,LogisticRegression,centroid,0.07781614562543773
Encoded,encoded,MLP,KIP,4,50,LawSchoolAdmissions,LogisticRegression,centroid,0.32921979379269306
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,LawSchoolAdmissions,LogisticRegression,centroid,0.14387120704328246
Original,original,,KIP,0,50,LawSchoolAdmissions,LogisticRegression,centroid,0.0006972111553784201
Decoded,decoded,GNN,KIP,2,50,LawSchoolAdmissions,LogisticRegression,centroid,0.11111941647399057
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,LawSchoolAdmissions,LogisticRegression,centroid,0.07206090571551223
Encoded,encoded,GNN,KIP,4,50,LawSchoolAdmissions,LogisticRegression,centroid,0.2493366797460442
Encoded-FT,encoded,GNN-MultiHead,KIP,3,50,LawSchoolAdmissions,LogisticRegression,centroid,0.24247038311781224
Original,original,,KIP,0,50,LawSchoolAdmissions,LogisticRegression,centroid,0.0006972111553784201
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,LogisticRegression,centroid,0.14169164551623373
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,LawSchoolAdmissions,LogisticRegression,centroid,0.04313313852341102
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,LogisticRegression,centroid,0.2519084343156674
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,LogisticRegression,centroid,0.1135591848108511
Original,original,,KMeans,0,50,LawSchoolAdmissions,LogisticRegression,centroid,0.01055776892430274
Decoded,decoded,GNN,KMeans,2,50,LawSchoolAdmissions,LogisticRegression,centroid,0.07419979816085367
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,LawSchoolAdmissions,LogisticRegression,centroid,0.04906159859616346
Encoded,encoded,GNN,KMeans,3,50,LawSchoolAdmissions,LogisticRegression,centroid,0.24149037121834022
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,50,LawSchoolAdmissions,LogisticRegression,centroid,0.252021592269862
Original,original,,KMeans,0,50,LawSchoolAdmissions,LogisticRegression,centroid,0.01055776892430274
Decoded,decoded,MLP,KMeans,2,50,LawSchoolAdmissions,LogisticRegression,closest,0.05222117202268424
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,LawSchoolAdmissions,LogisticRegression,closest,0.02937512709088026
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,LogisticRegression,closest,0.25771921764736894
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,LawSchoolAdmissions,LogisticRegression,closest,0.10413826734649298
Original,original,,KMeans,1,50,LawSchoolAdmissions,LogisticRegression,closest,0.03182317987031076
Decoded,decoded,GNN,KMeans,0,50,LawSchoolAdmissions,LogisticRegression,closest,0.016401690026284218
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,LawSchoolAdmissions,LogisticRegression,closest,0.026716574157057898
Encoded,encoded,GNN,KMeans,4,50,LawSchoolAdmissions,LogisticRegression,closest,0.2286624767470759
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,LawSchoolAdmissions,LogisticRegression,closest,0.2182425308218919
Original,original,,KMeans,2,50,LawSchoolAdmissions,LogisticRegression,closest,0.03182317987031076
Decoded,decoded,MLP,Agglo,3,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1994931427409454
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1341580746955467
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,MLPClassifier,centroid,0.2269315930983062
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,MLPClassifier,centroid,0.0510199278500365
Original,original,,Agglo,0,50,LawSchoolAdmissions,MLPClassifier,centroid,0.0441749071765866
Decoded,decoded,GNN,Agglo,3,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1785071434488887
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,LawSchoolAdmissions,MLPClassifier,centroid,0.0702765497556089
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,MLPClassifier,centroid,0.245142304129418
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1285839628254468
Original,original,,Agglo,0,50,LawSchoolAdmissions,MLPClassifier,centroid,0.0441749071765866
Decoded,decoded,MLP,Agglo,3,50,LawSchoolAdmissions,MLPClassifier,closest,0.0919676680800427
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,MLPClassifier,closest,0.0777871500764427
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,MLPClassifier,closest,0.2400935012313694
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,MLPClassifier,closest,0.0639530723984966
Original,original,,Agglo,0,50,LawSchoolAdmissions,MLPClassifier,closest,0.03381088123875
Decoded,decoded,GNN,Agglo,1,50,LawSchoolAdmissions,MLPClassifier,closest,0.050420247177641
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,MLPClassifier,closest,0.0977818405018866
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,MLPClassifier,closest,0.2391210206433246
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,LawSchoolAdmissions,MLPClassifier,closest,0.1494419298232401
Original,original,,Agglo,0,50,LawSchoolAdmissions,MLPClassifier,closest,0.03381088123875
Decoded,decoded,MLP,KIP,3,50,LawSchoolAdmissions,MLPClassifier,centroid,0.19696601119152873
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,LawSchoolAdmissions,MLPClassifier,centroid,0.13176349422724973
Encoded,encoded,MLP,KIP,4,50,LawSchoolAdmissions,MLPClassifier,centroid,0.28992254046197063
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,LawSchoolAdmissions,MLPClassifier,centroid,0.010652663448286201
Original,original,,KIP,0,50,LawSchoolAdmissions,MLPClassifier,centroid,0.0009436733218354601
Decoded,decoded,GNN,KIP,2,50,LawSchoolAdmissions,MLPClassifier,centroid,0.16117853726869458
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1375192989855323
Encoded,encoded,GNN,KIP,4,50,LawSchoolAdmissions,MLPClassifier,centroid,0.24576796782623758
Encoded-FT,encoded,GNN-MultiHead,KIP,3,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1686343472988951
Original,original,,KIP,0,50,LawSchoolAdmissions,MLPClassifier,centroid,0.0009436733218354601
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,MLPClassifier,centroid,0.2029148058051348
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,MLPClassifier,centroid,0.10162751639943057
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,MLPClassifier,centroid,0.2280942392998893
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,LawSchoolAdmissions,MLPClassifier,centroid,0.053166916455162284
Original,original,,KMeans,0,50,LawSchoolAdmissions,MLPClassifier,centroid,0.043818111297720216
Decoded,decoded,GNN,KMeans,3,50,LawSchoolAdmissions,MLPClassifier,centroid,0.130431581801339
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,LawSchoolAdmissions,MLPClassifier,centroid,0.10825958924227477
Encoded,encoded,GNN,KMeans,4,50,LawSchoolAdmissions,MLPClassifier,centroid,0.21418616648717043
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,LawSchoolAdmissions,MLPClassifier,centroid,0.1150656353790885
Original,original,,KMeans,0,50,LawSchoolAdmissions,MLPClassifier,centroid,0.043818111297720216
Decoded,decoded,MLP,KMeans,3,50,LawSchoolAdmissions,MLPClassifier,closest,0.12213923135435571
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,MLPClassifier,closest,0.08829182325518337
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,MLPClassifier,closest,0.23834962607038762
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,LawSchoolAdmissions,MLPClassifier,closest,0.05875138387847476
Original,original,,KMeans,1,50,LawSchoolAdmissions,MLPClassifier,closest,0.06680292064257147
Decoded,decoded,GNN,KMeans,1,50,LawSchoolAdmissions,MLPClassifier,closest,0.06698254242011158
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,LawSchoolAdmissions,MLPClassifier,closest,0.07400793800224428
Encoded,encoded,GNN,KMeans,4,50,LawSchoolAdmissions,MLPClassifier,closest,0.22037012630009256
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,LawSchoolAdmissions,MLPClassifier,closest,0.13097289481017324
Original,original,,KMeans,0,50,LawSchoolAdmissions,MLPClassifier,closest,0.06680292064257147
Decoded,decoded,MLP,Agglo,3,50,LawSchoolAdmissions,XGBClassifier,centroid,0.1620964158488917
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,LawSchoolAdmissions,XGBClassifier,centroid,0.0697051115010657
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,XGBClassifier,centroid,0.2452637465261826
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,XGBClassifier,centroid,0.114050414598694
Original,original,,Agglo,0,50,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Decoded,decoded,GNN,Agglo,3,50,LawSchoolAdmissions,XGBClassifier,centroid,0.1414144932557106
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,LawSchoolAdmissions,XGBClassifier,centroid,0.068176255281332
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,XGBClassifier,centroid,0.2563291258406825
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,XGBClassifier,centroid,0.1248842060868058
Original,original,,Agglo,1,50,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Decoded,decoded,MLP,Agglo,0,50,LawSchoolAdmissions,XGBClassifier,closest,0.053590929288517
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,LawSchoolAdmissions,XGBClassifier,closest,0.0719663877571001
Encoded,encoded,MLP,Agglo,4,50,LawSchoolAdmissions,XGBClassifier,closest,0.2730025079267053
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,LawSchoolAdmissions,XGBClassifier,closest,0.1224553581515148
Original,original,,Agglo,1,50,LawSchoolAdmissions,XGBClassifier,closest,0.0673986473764676
Decoded,decoded,GNN,Agglo,0,50,LawSchoolAdmissions,XGBClassifier,closest,0.0144497623871244
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,LawSchoolAdmissions,XGBClassifier,closest,0.0688343036172889
Encoded,encoded,GNN,Agglo,4,50,LawSchoolAdmissions,XGBClassifier,closest,0.2478432206900187
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,LawSchoolAdmissions,XGBClassifier,closest,0.1264318905851076
Original,original,,Agglo,1,50,LawSchoolAdmissions,XGBClassifier,closest,0.0673986473764676
Decoded,decoded,MLP,KIP,2,50,LawSchoolAdmissions,XGBClassifier,centroid,0.188027850789658
Decoded-FT,decoded,MLP-MultiHead,KIP,0,50,LawSchoolAdmissions,XGBClassifier,centroid,0.07920209521083901
Encoded,encoded,MLP,KIP,4,50,LawSchoolAdmissions,XGBClassifier,centroid,0.36901110115304375
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,LawSchoolAdmissions,XGBClassifier,centroid,0.12275905828481906
Original,original,,KIP,3,50,LawSchoolAdmissions,XGBClassifier,centroid,0.3111211110190617
Decoded,decoded,GNN,KIP,1,50,LawSchoolAdmissions,XGBClassifier,centroid,0.10513635439339049
Decoded-FT,decoded,GNN-MultiHead,KIP,0,50,LawSchoolAdmissions,XGBClassifier,centroid,0.0640406238938386
Encoded,encoded,GNN,KIP,3,50,LawSchoolAdmissions,XGBClassifier,centroid,0.2797676966990262
Encoded-FT,encoded,GNN-MultiHead,KIP,2,50,LawSchoolAdmissions,XGBClassifier,centroid,0.20379295671755324
Original,original,,KIP,4,50,LawSchoolAdmissions,XGBClassifier,centroid,0.3111211110190617
Decoded,decoded,MLP,KMeans,2,50,LawSchoolAdmissions,XGBClassifier,centroid,0.17216483781320838
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,LawSchoolAdmissions,XGBClassifier,centroid,0.07112514027067528
Encoded,encoded,MLP,KMeans,3,50,LawSchoolAdmissions,XGBClassifier,centroid,0.2561191905346478
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,LawSchoolAdmissions,XGBClassifier,centroid,0.11127945684181981
Original,original,,KMeans,4,50,LawSchoolAdmissions,XGBClassifier,centroid,0.34175980388465044
Decoded,decoded,GNN,KMeans,1,50,LawSchoolAdmissions,XGBClassifier,centroid,0.0843034290060928
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,KMeans,3,50,LawSchoolAdmissions,XGBClassifier,centroid,0.23761588805458697
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,LawSchoolAdmissions,XGBClassifier,centroid,0.14142673163677988
Original,original,,KMeans,4,50,LawSchoolAdmissions,XGBClassifier,centroid,0.34175980388465044
Decoded,decoded,MLP,KMeans,1,50,LawSchoolAdmissions,XGBClassifier,closest,0.07069001875296543
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,LawSchoolAdmissions,XGBClassifier,closest,0.07085100053472307
Encoded,encoded,MLP,KMeans,4,50,LawSchoolAdmissions,XGBClassifier,closest,0.27627147365170696
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,LawSchoolAdmissions,XGBClassifier,closest,0.10277453512980213
Original,original,,KMeans,0,50,LawSchoolAdmissions,XGBClassifier,closest,0.07038575377130407
Decoded,decoded,GNN,KMeans,0,50,LawSchoolAdmissions,XGBClassifier,closest,0.035244089803357415
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,LawSchoolAdmissions,XGBClassifier,closest,0.06323571498505035
Encoded,encoded,GNN,KMeans,4,50,LawSchoolAdmissions,XGBClassifier,closest,0.24544694567665065
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,LawSchoolAdmissions,XGBClassifier,closest,0.15469238358475357
Original,original,,KMeans,2,50,LawSchoolAdmissions,XGBClassifier,closest,0.07038575377130407
Decoded,decoded,MLP,Agglo,3,50,MagicTelescope,GaussianNB,centroid,0.0363327331372666
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,MagicTelescope,GaussianNB,centroid,0.0512438161770874
Encoded,encoded,MLP,Agglo,2,50,MagicTelescope,GaussianNB,centroid,-0.0037874965501895
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,MagicTelescope,GaussianNB,centroid,-0.0844607779367763
Original,original,,Agglo,0,50,MagicTelescope,GaussianNB,centroid,-0.1065058254681711
Decoded,decoded,GNN,Agglo,3,50,MagicTelescope,GaussianNB,centroid,0.1447899050344737
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MagicTelescope,GaussianNB,centroid,0.0711280970785729
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,GaussianNB,centroid,0.1887502142833696
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,MagicTelescope,GaussianNB,centroid,-0.0865270167256528
Original,original,,Agglo,0,50,MagicTelescope,GaussianNB,centroid,-0.1065058254681711
Decoded,decoded,MLP,Agglo,2,50,MagicTelescope,GaussianNB,closest,-0.0253988102257846
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MagicTelescope,GaussianNB,closest,-0.0074996139859867
Encoded,encoded,MLP,Agglo,4,50,MagicTelescope,GaussianNB,closest,0.0204456729348857
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,GaussianNB,closest,-0.0839933058483251
Original,original,,Agglo,1,50,MagicTelescope,GaussianNB,closest,-0.0836343432108342
Decoded,decoded,GNN,Agglo,3,50,MagicTelescope,GaussianNB,closest,-0.0248839222427961
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MagicTelescope,GaussianNB,closest,-0.0543538125418689
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,GaussianNB,closest,0.1979361320058504
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,MagicTelescope,GaussianNB,closest,-0.0804365058619419
Original,original,,Agglo,0,50,MagicTelescope,GaussianNB,closest,-0.0836343432108342
Decoded,decoded,MLP,KIP,4,50,MagicTelescope,GaussianNB,centroid,0.26619046113781125
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,MagicTelescope,GaussianNB,centroid,0.16275779353174244
Encoded,encoded,MLP,KIP,2,50,MagicTelescope,GaussianNB,centroid,0.0695499988449974
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MagicTelescope,GaussianNB,centroid,-0.0900418718822529
Original,original,,KIP,1,50,MagicTelescope,GaussianNB,centroid,0.00818665813991098
Decoded,decoded,GNN,KIP,3,50,MagicTelescope,GaussianNB,centroid,0.2779147097478568
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MagicTelescope,GaussianNB,centroid,0.021329553840748257
Encoded,encoded,GNN,KIP,4,50,MagicTelescope,GaussianNB,centroid,0.2803666586019119
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MagicTelescope,GaussianNB,centroid,-0.0802062956150023
Original,original,,KIP,1,50,MagicTelescope,GaussianNB,centroid,0.00818665813991098
Decoded,decoded,MLP,KMeans,4,50,MagicTelescope,GaussianNB,centroid,0.0680072801634997
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MagicTelescope,GaussianNB,centroid,0.0005838233988929
Encoded,encoded,MLP,KMeans,2,50,MagicTelescope,GaussianNB,centroid,-0.0053809137650773
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,GaussianNB,centroid,-0.08877361828259625
Original,original,,KMeans,1,50,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,50,MagicTelescope,GaussianNB,centroid,0.12816042134493358
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,MagicTelescope,GaussianNB,centroid,0.036514311697501176
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,GaussianNB,centroid,0.17373736943911852
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,MagicTelescope,GaussianNB,centroid,-0.08533736408963304
Original,original,,KMeans,0,50,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,2,50,MagicTelescope,GaussianNB,closest,-0.032672286868593484
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MagicTelescope,GaussianNB,closest,-0.028424309034916294
Encoded,encoded,MLP,KMeans,4,50,MagicTelescope,GaussianNB,closest,-0.00419399666143468
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,GaussianNB,closest,-0.09166234047287018
Original,original,,KMeans,1,50,MagicTelescope,GaussianNB,closest,-0.06508409026527358
Decoded,decoded,GNN,KMeans,3,50,MagicTelescope,GaussianNB,closest,-0.029601682170043102
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,MagicTelescope,GaussianNB,closest,-0.030972791787080685
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,GaussianNB,closest,0.1905991910118916
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,GaussianNB,closest,-0.0841233348206524
Original,original,,KMeans,1,50,MagicTelescope,GaussianNB,closest,-0.06508409026527358
Decoded,decoded,MLP,Agglo,3,50,MagicTelescope,KNeighborsClassifier,centroid,0.2125543207782712
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,MagicTelescope,KNeighborsClassifier,centroid,0.2151261298582864
Encoded,encoded,MLP,Agglo,1,50,MagicTelescope,KNeighborsClassifier,centroid,0.0750156393795406
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,KNeighborsClassifier,centroid,-0.0040220313677298
Original,original,,Agglo,2,50,MagicTelescope,KNeighborsClassifier,centroid,0.1164495689091915
Decoded,decoded,GNN,Agglo,4,50,MagicTelescope,KNeighborsClassifier,centroid,0.29539799093055
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,MagicTelescope,KNeighborsClassifier,centroid,0.2112967756464972
Encoded,encoded,GNN,Agglo,2,50,MagicTelescope,KNeighborsClassifier,centroid,0.2103606371413716
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,KNeighborsClassifier,centroid,-0.0056332350021825
Original,original,,Agglo,1,50,MagicTelescope,KNeighborsClassifier,centroid,0.1164495689091915
Decoded,decoded,MLP,Agglo,4,50,MagicTelescope,KNeighborsClassifier,closest,0.2286110284734018
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MagicTelescope,KNeighborsClassifier,closest,0.1986234565670102
Encoded,encoded,MLP,Agglo,2,50,MagicTelescope,KNeighborsClassifier,closest,0.1624749422385582
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,KNeighborsClassifier,closest,0.0021998003720087
Original,original,,Agglo,1,50,MagicTelescope,KNeighborsClassifier,closest,0.1552127094634233
Decoded,decoded,GNN,Agglo,2,50,MagicTelescope,KNeighborsClassifier,closest,0.2130133539448771
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,MagicTelescope,KNeighborsClassifier,closest,0.2346223889187002
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,KNeighborsClassifier,closest,0.2441717245578573
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,KNeighborsClassifier,closest,0.001053468605857
Original,original,,Agglo,1,50,MagicTelescope,KNeighborsClassifier,closest,0.1552127094634233
Decoded,decoded,MLP,KIP,3,50,MagicTelescope,KNeighborsClassifier,centroid,0.3016861614428822
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MagicTelescope,KNeighborsClassifier,centroid,0.2978736560559848
Encoded,encoded,MLP,KIP,1,50,MagicTelescope,KNeighborsClassifier,centroid,0.24495833669290373
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MagicTelescope,KNeighborsClassifier,centroid,0.046114622055278554
Original,original,,KIP,4,50,MagicTelescope,KNeighborsClassifier,centroid,0.4051854899921873
Decoded,decoded,GNN,KIP,2,50,MagicTelescope,KNeighborsClassifier,centroid,0.34386722236278355
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,MagicTelescope,KNeighborsClassifier,centroid,0.3293857407783267
Encoded,encoded,GNN,KIP,3,50,MagicTelescope,KNeighborsClassifier,centroid,0.37858914724371573
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MagicTelescope,KNeighborsClassifier,centroid,0.0370310479913476
Original,original,,KIP,4,50,MagicTelescope,KNeighborsClassifier,centroid,0.4051854899921873
Decoded,decoded,MLP,KMeans,3,50,MagicTelescope,KNeighborsClassifier,centroid,0.1818255117900069
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,MagicTelescope,KNeighborsClassifier,centroid,0.2011368786300738
Encoded,encoded,MLP,KMeans,1,50,MagicTelescope,KNeighborsClassifier,centroid,0.0709529039199931
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,KNeighborsClassifier,centroid,-0.00490823507169086
Original,original,,KMeans,2,50,MagicTelescope,KNeighborsClassifier,centroid,0.11873266809205126
Decoded,decoded,GNN,KMeans,4,50,MagicTelescope,KNeighborsClassifier,centroid,0.28006717287283583
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,MagicTelescope,KNeighborsClassifier,centroid,0.22157133364287715
Encoded,encoded,GNN,KMeans,2,50,MagicTelescope,KNeighborsClassifier,centroid,0.18943517511934582
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,KNeighborsClassifier,centroid,-0.00553781393447858
Original,original,,KMeans,1,50,MagicTelescope,KNeighborsClassifier,centroid,0.11873266809205126
Decoded,decoded,MLP,KMeans,3,50,MagicTelescope,KNeighborsClassifier,closest,0.18667919670586006
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,MagicTelescope,KNeighborsClassifier,closest,0.19756987674778745
Encoded,encoded,MLP,KMeans,1,50,MagicTelescope,KNeighborsClassifier,closest,0.13781176581801596
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,KNeighborsClassifier,closest,0.00024522547119713595
Original,original,,KMeans,2,50,MagicTelescope,KNeighborsClassifier,closest,0.18066044057174788
Decoded,decoded,GNN,KMeans,2,50,MagicTelescope,KNeighborsClassifier,closest,0.20986640494454623
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,MagicTelescope,KNeighborsClassifier,closest,0.2304790793757594
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,KNeighborsClassifier,closest,0.24216593590217675
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,KNeighborsClassifier,closest,-0.00438019401171628
Original,original,,KMeans,1,50,MagicTelescope,KNeighborsClassifier,closest,0.18066044057174788
Decoded,decoded,MLP,Agglo,4,50,MagicTelescope,LogisticRegression,centroid,0.0854312959392673
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MagicTelescope,LogisticRegression,centroid,0.0687109666024014
Encoded,encoded,MLP,Agglo,2,50,MagicTelescope,LogisticRegression,centroid,0.0354449858104688
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,LogisticRegression,centroid,0.0222195682016925
Original,original,,Agglo,1,50,MagicTelescope,LogisticRegression,centroid,0.0340990182561406
Decoded,decoded,GNN,Agglo,3,50,MagicTelescope,LogisticRegression,centroid,0.1924067389372705
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MagicTelescope,LogisticRegression,centroid,0.1050921716956293
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,LogisticRegression,centroid,0.2271454303047438
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,LogisticRegression,centroid,0.0193765164138982
Original,original,,Agglo,1,50,MagicTelescope,LogisticRegression,centroid,0.0340990182561406
Decoded,decoded,MLP,Agglo,1,50,MagicTelescope,LogisticRegression,closest,0.0442882905426686
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MagicTelescope,LogisticRegression,closest,0.0467874029352925
Encoded,encoded,MLP,Agglo,2,50,MagicTelescope,LogisticRegression,closest,0.0450909963436804
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,LogisticRegression,closest,0.0232215963608504
Original,original,,Agglo,4,50,MagicTelescope,LogisticRegression,closest,0.0989343024299724
Decoded,decoded,GNN,Agglo,2,50,MagicTelescope,LogisticRegression,closest,0.0950112267776588
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MagicTelescope,LogisticRegression,closest,0.0455619495784846
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,LogisticRegression,closest,0.2598982101881348
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,LogisticRegression,closest,0.0260949798118407
Original,original,,Agglo,3,50,MagicTelescope,LogisticRegression,closest,0.0989343024299724
Decoded,decoded,MLP,KIP,4,50,MagicTelescope,LogisticRegression,centroid,0.1620922997927426
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,MagicTelescope,LogisticRegression,centroid,0.10553842629040236
Encoded,encoded,MLP,KIP,1,50,MagicTelescope,LogisticRegression,centroid,0.07922765836039485
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MagicTelescope,LogisticRegression,centroid,0.024121038501984122
Original,original,,KIP,2,50,MagicTelescope,LogisticRegression,centroid,0.10123203424444771
Decoded,decoded,GNN,KIP,3,50,MagicTelescope,LogisticRegression,centroid,0.2060160145765307
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MagicTelescope,LogisticRegression,centroid,0.11829180739068886
Encoded,encoded,GNN,KIP,4,50,MagicTelescope,LogisticRegression,centroid,0.31730088278680824
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MagicTelescope,LogisticRegression,centroid,0.0232578318656328
Original,original,,KIP,1,50,MagicTelescope,LogisticRegression,centroid,0.10123203424444771
Decoded,decoded,MLP,KMeans,4,50,MagicTelescope,LogisticRegression,centroid,0.08819960184275681
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MagicTelescope,LogisticRegression,centroid,0.053695222573473665
Encoded,encoded,MLP,KMeans,1,50,MagicTelescope,LogisticRegression,centroid,0.03223129193115468
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,LogisticRegression,centroid,0.01933778937963892
Original,original,,KMeans,2,50,MagicTelescope,LogisticRegression,centroid,0.0359364670816146
Decoded,decoded,GNN,KMeans,3,50,MagicTelescope,LogisticRegression,centroid,0.1791353905242259
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,MagicTelescope,LogisticRegression,centroid,0.060092386996274304
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,LogisticRegression,centroid,0.23805405048217865
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,LogisticRegression,centroid,0.019681945429546422
Original,original,,KMeans,1,50,MagicTelescope,LogisticRegression,centroid,0.0359364670816146
Decoded,decoded,MLP,KMeans,3,50,MagicTelescope,LogisticRegression,closest,0.048316931215641526
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,MagicTelescope,LogisticRegression,closest,0.03930349835112196
Encoded,encoded,MLP,KMeans,2,50,MagicTelescope,LogisticRegression,closest,0.041023791127501014
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,LogisticRegression,closest,0.021374398072206122
Original,original,,KMeans,4,50,MagicTelescope,LogisticRegression,closest,0.0952437514742677
Decoded,decoded,GNN,KMeans,2,50,MagicTelescope,LogisticRegression,closest,0.08175693992516195
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,MagicTelescope,LogisticRegression,closest,0.04883479020103118
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,LogisticRegression,closest,0.2541082748297838
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,LogisticRegression,closest,0.021246571777308137
Original,original,,KMeans,3,50,MagicTelescope,LogisticRegression,closest,0.0952437514742677
Decoded,decoded,MLP,Agglo,4,50,MagicTelescope,MLPClassifier,centroid,0.1037819459954865
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MagicTelescope,MLPClassifier,centroid,0.0938507483954472
Encoded,encoded,MLP,Agglo,1,50,MagicTelescope,MLPClassifier,centroid,0.0491869420633811
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,MLPClassifier,centroid,0.0265996004743355
Original,original,,Agglo,2,50,MagicTelescope,MLPClassifier,centroid,0.0619634511201778
Decoded,decoded,GNN,Agglo,3,50,MagicTelescope,MLPClassifier,centroid,0.2068303667572193
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MagicTelescope,MLPClassifier,centroid,0.1664319637803699
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,MLPClassifier,centroid,0.2342657757852471
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,MLPClassifier,centroid,0.0269064504341508
Original,original,,Agglo,1,50,MagicTelescope,MLPClassifier,centroid,0.0619634511201778
Decoded,decoded,MLP,Agglo,3,50,MagicTelescope,MLPClassifier,closest,0.0822171677289918
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MagicTelescope,MLPClassifier,closest,0.078193034263023
Encoded,encoded,MLP,Agglo,1,50,MagicTelescope,MLPClassifier,closest,0.0544322682014382
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,MLPClassifier,closest,0.025414571297951
Original,original,,Agglo,4,50,MagicTelescope,MLPClassifier,closest,0.1027167421332253
Decoded,decoded,GNN,Agglo,3,50,MagicTelescope,MLPClassifier,closest,0.1057971163120574
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MagicTelescope,MLPClassifier,closest,0.087907520765673
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,MLPClassifier,closest,0.2555838866258217
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,MLPClassifier,closest,0.0330180812080982
Original,original,,Agglo,2,50,MagicTelescope,MLPClassifier,closest,0.1027167421332253
Decoded,decoded,MLP,KIP,4,50,MagicTelescope,MLPClassifier,centroid,0.19087249561045327
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,MagicTelescope,MLPClassifier,centroid,0.14333973661100546
Encoded,encoded,MLP,KIP,1,50,MagicTelescope,MLPClassifier,centroid,0.08158446848027497
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MagicTelescope,MLPClassifier,centroid,0.0249189694807083
Original,original,,KIP,2,50,MagicTelescope,MLPClassifier,centroid,0.1390228407559358
Decoded,decoded,GNN,KIP,3,50,MagicTelescope,MLPClassifier,centroid,0.21600823016391782
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MagicTelescope,MLPClassifier,centroid,0.1694208497126081
Encoded,encoded,GNN,KIP,4,50,MagicTelescope,MLPClassifier,centroid,0.28919979899573434
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MagicTelescope,MLPClassifier,centroid,0.0258669928218159
Original,original,,KIP,1,50,MagicTelescope,MLPClassifier,centroid,0.1390228407559358
Decoded,decoded,MLP,KMeans,4,50,MagicTelescope,MLPClassifier,centroid,0.11019179067057372
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MagicTelescope,MLPClassifier,centroid,0.07237006375030561
Encoded,encoded,MLP,KMeans,1,50,MagicTelescope,MLPClassifier,centroid,0.03911735162306624
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,MLPClassifier,centroid,0.02581393503632808
Original,original,,KMeans,2,50,MagicTelescope,MLPClassifier,centroid,0.06383661224690271
Decoded,decoded,GNN,KMeans,3,50,MagicTelescope,MLPClassifier,centroid,0.18800602580994086
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,MagicTelescope,MLPClassifier,centroid,0.10623388497957295
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,MLPClassifier,centroid,0.23384822234828465
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,MLPClassifier,centroid,0.02584534869976036
Original,original,,KMeans,1,50,MagicTelescope,MLPClassifier,centroid,0.06383661224690271
Decoded,decoded,MLP,KMeans,3,50,MagicTelescope,MLPClassifier,closest,0.07520204329148263
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,MagicTelescope,MLPClassifier,closest,0.07270212020638019
Encoded,encoded,MLP,KMeans,1,50,MagicTelescope,MLPClassifier,closest,0.04806333685432642
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,MLPClassifier,closest,0.02785668676529402
Original,original,,KMeans,4,50,MagicTelescope,MLPClassifier,closest,0.10170977769165704
Decoded,decoded,GNN,KMeans,2,50,MagicTelescope,MLPClassifier,closest,0.0979617822018387
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,MagicTelescope,MLPClassifier,closest,0.0974370336865661
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,MLPClassifier,closest,0.2364830838501924
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,MLPClassifier,closest,0.02890478043630444
Original,original,,KMeans,3,50,MagicTelescope,MLPClassifier,closest,0.10170977769165704
Decoded,decoded,MLP,Agglo,3,50,MagicTelescope,XGBClassifier,centroid,0.1941804316779392
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MagicTelescope,XGBClassifier,centroid,0.1737544124383605
Encoded,encoded,MLP,Agglo,1,50,MagicTelescope,XGBClassifier,centroid,0.1653520519522513
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,XGBClassifier,centroid,0.1413580878984668
Original,original,,Agglo,4,50,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,2,50,MagicTelescope,XGBClassifier,centroid,0.2437075260704373
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MagicTelescope,XGBClassifier,centroid,0.1050219611435963
Encoded,encoded,GNN,Agglo,3,50,MagicTelescope,XGBClassifier,centroid,0.2692029317453046
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,XGBClassifier,centroid,0.1002527552477702
Original,original,,Agglo,4,50,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,2,50,MagicTelescope,XGBClassifier,closest,0.0746492953571718
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,MagicTelescope,XGBClassifier,closest,0.0673700520061437
Encoded,encoded,MLP,Agglo,3,50,MagicTelescope,XGBClassifier,closest,0.1508838349815418
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MagicTelescope,XGBClassifier,closest,0.062300665570855
Original,original,,Agglo,4,50,MagicTelescope,XGBClassifier,closest,0.2211656921128506
Decoded,decoded,GNN,Agglo,2,50,MagicTelescope,XGBClassifier,closest,0.1063851688178707
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,MagicTelescope,XGBClassifier,closest,0.0466670259491794
Encoded,encoded,GNN,Agglo,4,50,MagicTelescope,XGBClassifier,closest,0.289887634394115
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,MagicTelescope,XGBClassifier,closest,0.0707092236803104
Original,original,,Agglo,3,50,MagicTelescope,XGBClassifier,closest,0.2211656921128506
Decoded,decoded,MLP,KIP,3,50,MagicTelescope,XGBClassifier,centroid,0.17319042871385842
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MagicTelescope,XGBClassifier,centroid,0.11666260677427173
Encoded,encoded,MLP,KIP,4,50,MagicTelescope,XGBClassifier,centroid,0.20702481743957316
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MagicTelescope,XGBClassifier,centroid,0.06405211392848476
Original,original,,KIP,1,50,MagicTelescope,XGBClassifier,centroid,0.0780249521705155
Decoded,decoded,GNN,KIP,3,50,MagicTelescope,XGBClassifier,centroid,0.2365723370429252
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MagicTelescope,XGBClassifier,centroid,0.17196399989221522
Encoded,encoded,GNN,KIP,4,50,MagicTelescope,XGBClassifier,centroid,0.37548204036539023
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MagicTelescope,XGBClassifier,centroid,0.046490366737624945
Original,original,,KIP,1,50,MagicTelescope,XGBClassifier,centroid,0.0780249521705155
Decoded,decoded,MLP,KMeans,3,50,MagicTelescope,XGBClassifier,centroid,0.2011693029021045
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,MagicTelescope,XGBClassifier,centroid,0.13061960065748693
Encoded,encoded,MLP,KMeans,2,50,MagicTelescope,XGBClassifier,centroid,0.17385562232222246
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,XGBClassifier,centroid,0.07540696828433611
Original,original,,KMeans,4,50,MagicTelescope,XGBClassifier,centroid,0.40963929832125245
Decoded,decoded,GNN,KMeans,2,50,MagicTelescope,XGBClassifier,centroid,0.246156611247339
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,MagicTelescope,XGBClassifier,centroid,0.11984322707553012
Encoded,encoded,GNN,KMeans,3,50,MagicTelescope,XGBClassifier,centroid,0.2540005928161461
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,XGBClassifier,centroid,0.07727245291153563
Original,original,,KMeans,4,50,MagicTelescope,XGBClassifier,centroid,0.40963929832125245
Decoded,decoded,MLP,KMeans,1,50,MagicTelescope,XGBClassifier,closest,0.12341602220365924
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,MagicTelescope,XGBClassifier,closest,0.135917059631915
Encoded,encoded,MLP,KMeans,3,50,MagicTelescope,XGBClassifier,closest,0.16770197515561422
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MagicTelescope,XGBClassifier,closest,0.06984425103069171
Original,original,,KMeans,4,50,MagicTelescope,XGBClassifier,closest,0.20680660720541075
Decoded,decoded,GNN,KMeans,2,50,MagicTelescope,XGBClassifier,closest,0.10562738810595236
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,MagicTelescope,XGBClassifier,closest,0.051699981137668015
Encoded,encoded,GNN,KMeans,4,50,MagicTelescope,XGBClassifier,closest,0.27815688070922373
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,MagicTelescope,XGBClassifier,closest,0.0594790762846595
Original,original,,KMeans,3,50,MagicTelescope,XGBClassifier,closest,0.20680660720541075
Decoded,decoded,MLP,Agglo,4,50,MedicalAppointments,GaussianNB,centroid,0.0225394213539657
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MedicalAppointments,GaussianNB,centroid,0.0042613741692249
Encoded,encoded,MLP,Agglo,1,50,MedicalAppointments,GaussianNB,centroid,-0.0694246252468764
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,GaussianNB,centroid,-0.1338424828904399
Original,original,,Agglo,3,50,MedicalAppointments,GaussianNB,centroid,0.022293083697379
Decoded,decoded,GNN,Agglo,2,50,MedicalAppointments,GaussianNB,centroid,-0.0011090799008303
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,MedicalAppointments,GaussianNB,centroid,0.0205023287832574
Encoded,encoded,GNN,Agglo,1,50,MedicalAppointments,GaussianNB,centroid,-0.1233470501820068
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MedicalAppointments,GaussianNB,centroid,-0.1425002556496854
Original,original,,Agglo,4,50,MedicalAppointments,GaussianNB,centroid,0.022293083697379
Decoded,decoded,MLP,Agglo,2,50,MedicalAppointments,GaussianNB,closest,0.0122557510832562
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,MedicalAppointments,GaussianNB,closest,0.0366634413706893
Encoded,encoded,MLP,Agglo,1,50,MedicalAppointments,GaussianNB,closest,-0.0721166638586873
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,GaussianNB,closest,-0.0974639206297827
Original,original,,Agglo,3,50,MedicalAppointments,GaussianNB,closest,0.0256110975933405
Decoded,decoded,GNN,Agglo,3,50,MedicalAppointments,GaussianNB,closest,-0.019023354396338
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MedicalAppointments,GaussianNB,closest,-0.0292286484227922
Encoded,encoded,GNN,Agglo,0,50,MedicalAppointments,GaussianNB,closest,-0.1189182319353965
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,MedicalAppointments,GaussianNB,closest,-0.1068290627046166
Original,original,,Agglo,4,50,MedicalAppointments,GaussianNB,closest,0.0256110975933405
Decoded,decoded,MLP,KIP,4,50,MedicalAppointments,GaussianNB,centroid,0.04481508810817682
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,MedicalAppointments,GaussianNB,centroid,0.02052907499994392
Encoded,encoded,MLP,KIP,2,50,MedicalAppointments,GaussianNB,centroid,0.022653424731473044
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MedicalAppointments,GaussianNB,centroid,-0.009901239034439081
Original,original,,KIP,3,50,MedicalAppointments,GaussianNB,centroid,0.04455723112680208
Decoded,decoded,GNN,KIP,3,50,MedicalAppointments,GaussianNB,centroid,0.04059294517232514
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MedicalAppointments,GaussianNB,centroid,0.03638799500116492
Encoded,encoded,GNN,KIP,1,50,MedicalAppointments,GaussianNB,centroid,-0.012088617406837823
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MedicalAppointments,GaussianNB,centroid,-0.03744327206765486
Original,original,,KIP,4,50,MedicalAppointments,GaussianNB,centroid,0.04455723112680208
Decoded,decoded,MLP,KMeans,2,50,MedicalAppointments,GaussianNB,centroid,-0.039137733703906
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MedicalAppointments,GaussianNB,centroid,0.0086573071577946
Encoded,encoded,MLP,KMeans,1,50,MedicalAppointments,GaussianNB,centroid,-0.08282023766022495
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,GaussianNB,centroid,-0.12988231837102943
Original,original,,KMeans,4,50,MedicalAppointments,GaussianNB,centroid,0.03462291714484224
Decoded,decoded,GNN,KMeans,2,50,MedicalAppointments,GaussianNB,centroid,-0.0015873215690216601
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,MedicalAppointments,GaussianNB,centroid,0.01468731154996834
Encoded,encoded,GNN,KMeans,1,50,MedicalAppointments,GaussianNB,centroid,-0.1238006667067888
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,GaussianNB,centroid,-0.15173268406648022
Original,original,,KMeans,4,50,MedicalAppointments,GaussianNB,centroid,0.03462291714484224
Decoded,decoded,MLP,KMeans,3,50,MedicalAppointments,GaussianNB,closest,0.00025908134074596083
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,MedicalAppointments,GaussianNB,closest,-0.0030923868816963005
Encoded,encoded,MLP,KMeans,1,50,MedicalAppointments,GaussianNB,closest,-0.05741081447316928
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,GaussianNB,closest,-0.10783995243277608
Original,original,,KMeans,4,50,MedicalAppointments,GaussianNB,closest,0.0175446386768918
Decoded,decoded,GNN,KMeans,2,50,MedicalAppointments,GaussianNB,closest,-0.004656324911177802
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,MedicalAppointments,GaussianNB,closest,0.00249082980697726
Encoded,encoded,GNN,KMeans,1,50,MedicalAppointments,GaussianNB,closest,-0.11073280322596264
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,GaussianNB,closest,-0.1358914396758998
Original,original,,KMeans,4,50,MedicalAppointments,GaussianNB,closest,0.0175446386768918
Decoded,decoded,MLP,Agglo,4,50,MedicalAppointments,KNeighborsClassifier,centroid,0.0317140811580401
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0033193677487955
Encoded,encoded,MLP,Agglo,3,50,MedicalAppointments,KNeighborsClassifier,centroid,0.0002515599161086
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0935992067504493
Original,original,,Agglo,1,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0226504222292528
Decoded,decoded,GNN,Agglo,0,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0539275964081972
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0360622759608202
Encoded,encoded,GNN,Agglo,4,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0070985560379272
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0311062602132509
Original,original,,Agglo,3,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0226504222292528
Decoded,decoded,MLP,Agglo,3,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0033589976091613
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0446664405209612
Encoded,encoded,MLP,Agglo,4,50,MedicalAppointments,KNeighborsClassifier,closest,0.0365303323363352
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0655729042653471
Original,original,,Agglo,2,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0068074478043752
Decoded,decoded,GNN,Agglo,0,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0437792535234695
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0138954032623692
Encoded,encoded,GNN,Agglo,3,50,MedicalAppointments,KNeighborsClassifier,closest,-0.005919608463503
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,MedicalAppointments,KNeighborsClassifier,closest,0.0029023572428056
Original,original,,Agglo,2,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0068074478043752
Decoded,decoded,MLP,KIP,3,50,MedicalAppointments,KNeighborsClassifier,centroid,0.04971459977102756
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MedicalAppointments,KNeighborsClassifier,centroid,0.04694662526460678
Encoded,encoded,MLP,KIP,4,50,MedicalAppointments,KNeighborsClassifier,centroid,0.06271541193853625
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MedicalAppointments,KNeighborsClassifier,centroid,0.018976032904200156
Original,original,,KIP,1,50,MedicalAppointments,KNeighborsClassifier,centroid,0.04028122523133728
Decoded,decoded,GNN,KIP,4,50,MedicalAppointments,KNeighborsClassifier,centroid,0.050299376685899955
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,MedicalAppointments,KNeighborsClassifier,centroid,0.049952460476145474
Encoded,encoded,GNN,KIP,2,50,MedicalAppointments,KNeighborsClassifier,centroid,0.049188876240675646
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,MedicalAppointments,KNeighborsClassifier,centroid,0.04454774664287792
Original,original,,KIP,0,50,MedicalAppointments,KNeighborsClassifier,centroid,0.04028122523133728
Decoded,decoded,MLP,KMeans,2,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.02169858800275276
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0157968700564602
Encoded,encoded,MLP,KMeans,4,50,MedicalAppointments,KNeighborsClassifier,centroid,0.00403322711008626
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.08822391360364257
Original,original,,KMeans,1,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.06849455456363104
Decoded,decoded,GNN,KMeans,1,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.06850862887206556
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.07167640832781544
Encoded,encoded,GNN,KMeans,4,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.01096993675530916
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.0526281120856395
Original,original,,KMeans,2,50,MedicalAppointments,KNeighborsClassifier,centroid,-0.06849455456363104
Decoded,decoded,MLP,KMeans,3,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0447663958354397
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,KNeighborsClassifier,closest,-0.06237117033664162
Encoded,encoded,MLP,KMeans,4,50,MedicalAppointments,KNeighborsClassifier,closest,0.01456175571697432
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,MedicalAppointments,KNeighborsClassifier,closest,-0.06196021031550578
Original,original,,KMeans,2,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0456171005293766
Decoded,decoded,GNN,KMeans,2,50,MedicalAppointments,KNeighborsClassifier,closest,-0.04329063202288412
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0575377788360236
Encoded,encoded,GNN,KMeans,4,50,MedicalAppointments,KNeighborsClassifier,closest,-0.00106633679836386
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,MedicalAppointments,KNeighborsClassifier,closest,-0.028630029975178238
Original,original,,KMeans,1,50,MedicalAppointments,KNeighborsClassifier,closest,-0.0456171005293766
Decoded,decoded,MLP,Agglo,4,50,MedicalAppointments,LogisticRegression,centroid,0.1626311358493811
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MedicalAppointments,LogisticRegression,centroid,0.1512387828851489
Encoded,encoded,MLP,Agglo,2,50,MedicalAppointments,LogisticRegression,centroid,0.1165683858454021
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,MedicalAppointments,LogisticRegression,centroid,0.0820634632267806
Original,original,,Agglo,0,50,MedicalAppointments,LogisticRegression,centroid,0.0694226197784141
Decoded,decoded,GNN,Agglo,3,50,MedicalAppointments,LogisticRegression,centroid,0.1204646073001003
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MedicalAppointments,LogisticRegression,centroid,0.1273493248468326
Encoded,encoded,GNN,Agglo,1,50,MedicalAppointments,LogisticRegression,centroid,0.0795232906299478
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,MedicalAppointments,LogisticRegression,centroid,0.1120693046140787
Original,original,,Agglo,0,50,MedicalAppointments,LogisticRegression,centroid,0.0694226197784141
Decoded,decoded,MLP,Agglo,4,50,MedicalAppointments,LogisticRegression,closest,0.1669732267294758
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MedicalAppointments,LogisticRegression,closest,0.1206211068373679
Encoded,encoded,MLP,Agglo,1,50,MedicalAppointments,LogisticRegression,closest,0.1206004225347273
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,LogisticRegression,closest,0.1094829955049154
Original,original,,Agglo,3,50,MedicalAppointments,LogisticRegression,closest,0.1333413920311305
Decoded,decoded,GNN,Agglo,2,50,MedicalAppointments,LogisticRegression,closest,0.1331622449353784
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MedicalAppointments,LogisticRegression,closest,0.1317273152623578
Encoded,encoded,GNN,Agglo,4,50,MedicalAppointments,LogisticRegression,closest,0.1435105664883585
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MedicalAppointments,LogisticRegression,closest,0.1301621095408414
Original,original,,Agglo,3,50,MedicalAppointments,LogisticRegression,closest,0.1333413920311305
Decoded,decoded,MLP,KIP,3,50,MedicalAppointments,LogisticRegression,centroid,0.17790079289593058
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MedicalAppointments,LogisticRegression,centroid,0.1732563045228576
Encoded,encoded,MLP,KIP,4,50,MedicalAppointments,LogisticRegression,centroid,0.18904862234481035
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MedicalAppointments,LogisticRegression,centroid,0.15606014658649742
Original,original,,KIP,1,50,MedicalAppointments,LogisticRegression,centroid,0.15676470301583437
Decoded,decoded,GNN,KIP,3,50,MedicalAppointments,LogisticRegression,centroid,0.1776892520787548
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,MedicalAppointments,LogisticRegression,centroid,0.19505094052926425
Encoded,encoded,GNN,KIP,2,50,MedicalAppointments,LogisticRegression,centroid,0.1578714464280418
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MedicalAppointments,LogisticRegression,centroid,0.15074516427297863
Original,original,,KIP,1,50,MedicalAppointments,LogisticRegression,centroid,0.15676470301583437
Decoded,decoded,MLP,KMeans,4,50,MedicalAppointments,LogisticRegression,centroid,0.12915017736263634
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MedicalAppointments,LogisticRegression,centroid,0.12111573512397218
Encoded,encoded,MLP,KMeans,2,50,MedicalAppointments,LogisticRegression,centroid,0.117065412108787
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,MedicalAppointments,LogisticRegression,centroid,0.07810197753853004
Original,original,,KMeans,0,50,MedicalAppointments,LogisticRegression,centroid,0.04902691574680525
Decoded,decoded,GNN,KMeans,3,50,MedicalAppointments,LogisticRegression,centroid,0.09137961704310807
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MedicalAppointments,LogisticRegression,centroid,0.1328063206741427
Encoded,encoded,GNN,KMeans,1,50,MedicalAppointments,LogisticRegression,centroid,0.07161413216063375
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,MedicalAppointments,LogisticRegression,centroid,0.08297353047320132
Original,original,,KMeans,0,50,MedicalAppointments,LogisticRegression,centroid,0.04902691574680525
Decoded,decoded,MLP,KMeans,3,50,MedicalAppointments,LogisticRegression,closest,0.1300553785392156
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,MedicalAppointments,LogisticRegression,closest,0.10545683455986565
Encoded,encoded,MLP,KMeans,4,50,MedicalAppointments,LogisticRegression,closest,0.13596219835012177
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,LogisticRegression,closest,0.09457020227775528
Original,original,,KMeans,2,50,MedicalAppointments,LogisticRegression,closest,0.12614841527040022
Decoded,decoded,GNN,KMeans,2,50,MedicalAppointments,LogisticRegression,closest,0.1181843838002504
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,LogisticRegression,closest,0.11252621034196894
Encoded,encoded,GNN,KMeans,1,50,MedicalAppointments,LogisticRegression,closest,0.11426242967074154
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,MedicalAppointments,LogisticRegression,closest,0.12362749660409318
Original,original,,KMeans,4,50,MedicalAppointments,LogisticRegression,closest,0.12614841527040022
Decoded,decoded,MLP,Agglo,4,50,MedicalAppointments,MLPClassifier,centroid,0.0863782892826174
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MedicalAppointments,MLPClassifier,centroid,0.0560758321568691
Encoded,encoded,MLP,Agglo,2,50,MedicalAppointments,MLPClassifier,centroid,0.0254117073308364
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,MLPClassifier,centroid,-0.0503686701354925
Original,original,,Agglo,1,50,MedicalAppointments,MLPClassifier,centroid,0.0033294865256517
Decoded,decoded,GNN,Agglo,4,50,MedicalAppointments,MLPClassifier,centroid,0.0213924592639146
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,MedicalAppointments,MLPClassifier,centroid,-0.0229790999573389
Encoded,encoded,GNN,Agglo,1,50,MedicalAppointments,MLPClassifier,centroid,-0.0212531198666375
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,MedicalAppointments,MLPClassifier,centroid,-0.0002942835460583
Original,original,,Agglo,3,50,MedicalAppointments,MLPClassifier,centroid,0.0033294865256517
Decoded,decoded,MLP,Agglo,4,50,MedicalAppointments,MLPClassifier,closest,0.0603984271356226
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MedicalAppointments,MLPClassifier,closest,0.0257700649323169
Encoded,encoded,MLP,Agglo,1,50,MedicalAppointments,MLPClassifier,closest,0.0205004664480901
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,MLPClassifier,closest,-0.0356973664932723
Original,original,,Agglo,3,50,MedicalAppointments,MLPClassifier,closest,0.0302731391077693
Decoded,decoded,GNN,Agglo,0,50,MedicalAppointments,MLPClassifier,closest,0.0221136667438237
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MedicalAppointments,MLPClassifier,closest,0.0475041736799387
Encoded,encoded,GNN,Agglo,3,50,MedicalAppointments,MLPClassifier,closest,0.0464643297841981
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,MedicalAppointments,MLPClassifier,closest,0.0257766851299251
Original,original,,Agglo,2,50,MedicalAppointments,MLPClassifier,closest,0.0302731391077693
Decoded,decoded,MLP,KIP,4,50,MedicalAppointments,MLPClassifier,centroid,0.07770513687140344
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,MedicalAppointments,MLPClassifier,centroid,0.07696392693729251
Encoded,encoded,MLP,KIP,2,50,MedicalAppointments,MLPClassifier,centroid,0.07628236183115619
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,MedicalAppointments,MLPClassifier,centroid,0.04741815839815816
Original,original,,KIP,0,50,MedicalAppointments,MLPClassifier,centroid,0.0411377503134152
Decoded,decoded,GNN,KIP,3,50,MedicalAppointments,MLPClassifier,centroid,0.08094578665010366
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,MedicalAppointments,MLPClassifier,centroid,0.09922936959247096
Encoded,encoded,GNN,KIP,2,50,MedicalAppointments,MLPClassifier,centroid,0.05850757259972724
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,MedicalAppointments,MLPClassifier,centroid,0.05820786679658026
Original,original,,KIP,0,50,MedicalAppointments,MLPClassifier,centroid,0.0411377503134152
Decoded,decoded,MLP,KMeans,4,50,MedicalAppointments,MLPClassifier,centroid,0.022832620204070862
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,MedicalAppointments,MLPClassifier,centroid,0.01131248333621406
Encoded,encoded,MLP,KMeans,3,50,MedicalAppointments,MLPClassifier,centroid,0.01969729461684152
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,MLPClassifier,centroid,-0.06970993998239164
Original,original,,KMeans,1,50,MedicalAppointments,MLPClassifier,centroid,0.0038154878419677995
Decoded,decoded,GNN,KMeans,2,50,MedicalAppointments,MLPClassifier,centroid,-0.010468802200553599
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MedicalAppointments,MLPClassifier,centroid,0.02808454906563404
Encoded,encoded,GNN,KMeans,0,50,MedicalAppointments,MLPClassifier,centroid,-0.03940781386652384
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,MedicalAppointments,MLPClassifier,centroid,-0.02912510226826066
Original,original,,KMeans,3,50,MedicalAppointments,MLPClassifier,centroid,0.0038154878419677995
Decoded,decoded,MLP,KMeans,3,50,MedicalAppointments,MLPClassifier,closest,0.02754506601006924
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,MedicalAppointments,MLPClassifier,closest,0.0062799352134852784
Encoded,encoded,MLP,KMeans,4,50,MedicalAppointments,MLPClassifier,closest,0.02965867443310426
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,MLPClassifier,closest,-0.05092615382360135
Original,original,,KMeans,2,50,MedicalAppointments,MLPClassifier,closest,0.01723481754223126
Decoded,decoded,GNN,KMeans,2,50,MedicalAppointments,MLPClassifier,closest,0.0147473255780872
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MedicalAppointments,MLPClassifier,closest,0.020333369507984658
Encoded,encoded,GNN,KMeans,1,50,MedicalAppointments,MLPClassifier,closest,0.00970166315914424
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,MLPClassifier,closest,0.0052437481888046806
Original,original,,KMeans,3,50,MedicalAppointments,MLPClassifier,closest,0.01723481754223126
Decoded,decoded,MLP,Agglo,3,50,MedicalAppointments,XGBClassifier,centroid,0.2234443071081252
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,MedicalAppointments,XGBClassifier,centroid,0.14845003241013
Encoded,encoded,MLP,Agglo,2,50,MedicalAppointments,XGBClassifier,centroid,0.1960044839554562
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,XGBClassifier,centroid,0.138840834476399
Original,original,,Agglo,4,50,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,1,50,MedicalAppointments,XGBClassifier,centroid,0.1688706087066615
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MedicalAppointments,XGBClassifier,centroid,0.1759622031653672
Encoded,encoded,GNN,Agglo,3,50,MedicalAppointments,XGBClassifier,centroid,0.1894115426876123
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MedicalAppointments,XGBClassifier,centroid,0.1550949735173196
Original,original,,Agglo,4,50,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,2,50,MedicalAppointments,XGBClassifier,closest,0.1804832633662861
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,MedicalAppointments,XGBClassifier,closest,0.1525119380193833
Encoded,encoded,MLP,Agglo,3,50,MedicalAppointments,XGBClassifier,closest,0.202140863974006
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,MedicalAppointments,XGBClassifier,closest,0.1600386820288289
Original,original,,Agglo,4,50,MedicalAppointments,XGBClassifier,closest,0.2048365436252053
Decoded,decoded,GNN,Agglo,3,50,MedicalAppointments,XGBClassifier,closest,0.1986823426898466
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MedicalAppointments,XGBClassifier,closest,0.1806346746632046
Encoded,encoded,GNN,Agglo,0,50,MedicalAppointments,XGBClassifier,closest,0.1773044905784538
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,MedicalAppointments,XGBClassifier,closest,0.1965184312167138
Original,original,,Agglo,4,50,MedicalAppointments,XGBClassifier,closest,0.2048365436252053
Decoded,decoded,MLP,KIP,3,50,MedicalAppointments,XGBClassifier,centroid,0.23298833900277865
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MedicalAppointments,XGBClassifier,centroid,0.22887770515532518
Encoded,encoded,MLP,KIP,4,50,MedicalAppointments,XGBClassifier,centroid,0.24838124899092384
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,MedicalAppointments,XGBClassifier,centroid,0.22746854940663003
Original,original,,KIP,0,50,MedicalAppointments,XGBClassifier,centroid,0.21924931648804513
Decoded,decoded,GNN,KIP,3,50,MedicalAppointments,XGBClassifier,centroid,0.2301944182228716
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,MedicalAppointments,XGBClassifier,centroid,0.2358315332877437
Encoded,encoded,GNN,KIP,2,50,MedicalAppointments,XGBClassifier,centroid,0.22567511351525024
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,MedicalAppointments,XGBClassifier,centroid,0.22103570380785106
Original,original,,KIP,0,50,MedicalAppointments,XGBClassifier,centroid,0.21924931648804513
Decoded,decoded,MLP,KMeans,3,50,MedicalAppointments,XGBClassifier,centroid,0.21349897210547747
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,MedicalAppointments,XGBClassifier,centroid,0.18620266052988768
Encoded,encoded,MLP,KMeans,2,50,MedicalAppointments,XGBClassifier,centroid,0.196242951760906
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,XGBClassifier,centroid,0.14445577978879284
Original,original,,KMeans,4,50,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,1,50,MedicalAppointments,XGBClassifier,centroid,0.1424358719628303
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,XGBClassifier,centroid,0.12445454030413121
Encoded,encoded,GNN,KMeans,3,50,MedicalAppointments,XGBClassifier,centroid,0.1778368971177194
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,MedicalAppointments,XGBClassifier,centroid,0.1748113177184864
Original,original,,KMeans,4,50,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,2,50,MedicalAppointments,XGBClassifier,closest,0.16081959726323916
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,MedicalAppointments,XGBClassifier,closest,0.1480377840674088
Encoded,encoded,MLP,KMeans,3,50,MedicalAppointments,XGBClassifier,closest,0.20400070272928672
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,MedicalAppointments,XGBClassifier,closest,0.15122968315739835
Original,original,,KMeans,4,50,MedicalAppointments,XGBClassifier,closest,0.20517881162147203
Decoded,decoded,GNN,KMeans,1,50,MedicalAppointments,XGBClassifier,closest,0.17627224722026943
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,MedicalAppointments,XGBClassifier,closest,0.16264839570521222
Encoded,encoded,GNN,KMeans,3,50,MedicalAppointments,XGBClassifier,closest,0.19825783249242543
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,MedicalAppointments,XGBClassifier,closest,0.19385715657430908
Original,original,,KMeans,4,50,MedicalAppointments,XGBClassifier,closest,0.20517881162147203
Decoded,decoded,MLP,Agglo,4,50,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MiniBooNE,GaussianNB,centroid,-0.0423713402436804
Encoded,encoded,MLP,Agglo,1,50,MiniBooNE,GaussianNB,centroid,-0.4233496999454446
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,GaussianNB,centroid,-0.4382615020912893
Original,original,,Agglo,2,50,MiniBooNE,GaussianNB,centroid,-0.2302236770321877
Decoded,decoded,GNN,Agglo,3,50,MiniBooNE,GaussianNB,centroid,-0.0423713402436804
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Encoded,encoded,GNN,Agglo,1,50,MiniBooNE,GaussianNB,centroid,-0.3693398799781776
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,GaussianNB,centroid,-0.4340789234406256
Original,original,,Agglo,2,50,MiniBooNE,GaussianNB,centroid,-0.2302236770321877
Decoded,decoded,MLP,Agglo,4,50,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MiniBooNE,GaussianNB,closest,-0.0427350427350427
Encoded,encoded,MLP,Agglo,1,50,MiniBooNE,GaussianNB,closest,-0.4224404437170391
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,GaussianNB,closest,-0.4382615020912893
Original,original,,Agglo,2,50,MiniBooNE,GaussianNB,closest,-0.1376613929805417
Decoded,decoded,GNN,Agglo,3,50,MiniBooNE,GaussianNB,closest,-0.0423713402436807
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MiniBooNE,GaussianNB,closest,-0.0060010911074741
Encoded,encoded,GNN,Agglo,1,50,MiniBooNE,GaussianNB,closest,-0.3435170030914712
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,GaussianNB,closest,-0.4346244771776685
Original,original,,Agglo,2,50,MiniBooNE,GaussianNB,closest,-0.1376613929805417
Decoded,decoded,MLP,KIP,3,50,MiniBooNE,GaussianNB,centroid,-0.2442989634478996
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MiniBooNE,GaussianNB,centroid,-0.2743407892344062
Encoded,encoded,MLP,KIP,1,50,MiniBooNE,GaussianNB,centroid,-0.33787961447535897
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MiniBooNE,GaussianNB,centroid,-0.43124204400800126
Original,original,,KIP,4,50,MiniBooNE,GaussianNB,centroid,-0.01902164029823594
Decoded,decoded,GNN,KIP,2,50,MiniBooNE,GaussianNB,centroid,-0.26277505000909246
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,MiniBooNE,GaussianNB,centroid,-0.23193307874158928
Encoded,encoded,GNN,KIP,1,50,MiniBooNE,GaussianNB,centroid,-0.33653391525731935
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MiniBooNE,GaussianNB,centroid,-0.413929805419167
Original,original,,KIP,4,50,MiniBooNE,GaussianNB,centroid,-0.01902164029823594
Decoded,decoded,MLP,KMeans,4,50,MiniBooNE,GaussianNB,centroid,-0.037424986361156376
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MiniBooNE,GaussianNB,centroid,-0.047172213129659815
Encoded,encoded,MLP,KMeans,1,50,MiniBooNE,GaussianNB,centroid,-0.4194944535370066
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,GaussianNB,centroid,-0.43837061283869777
Original,original,,KMeans,2,50,MiniBooNE,GaussianNB,centroid,-0.258992544098927
Decoded,decoded,GNN,KMeans,3,50,MiniBooNE,GaussianNB,centroid,-0.053900709219858
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,GaussianNB,centroid,-0.026950354609928923
Encoded,encoded,GNN,KMeans,1,50,MiniBooNE,GaussianNB,centroid,-0.3970540098199672
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,GaussianNB,centroid,-0.43458810692853234
Original,original,,KMeans,2,50,MiniBooNE,GaussianNB,centroid,-0.258992544098927
Decoded,decoded,MLP,KMeans,4,50,MiniBooNE,GaussianNB,closest,-0.037424986361156376
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MiniBooNE,GaussianNB,closest,-0.047426804873613296
Encoded,encoded,MLP,KMeans,1,50,MiniBooNE,GaussianNB,closest,-0.40960174577195846
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,GaussianNB,closest,-0.4389525368248771
Original,original,,KMeans,2,50,MiniBooNE,GaussianNB,closest,-0.2537915984724494
Decoded,decoded,GNN,KMeans,3,50,MiniBooNE,GaussianNB,closest,-0.03960720130932878
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,GaussianNB,closest,-0.014584469903618757
Encoded,encoded,GNN,KMeans,1,50,MiniBooNE,GaussianNB,closest,-0.3891616657574103
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,GaussianNB,closest,-0.4341880341880341
Original,original,,KMeans,2,50,MiniBooNE,GaussianNB,closest,-0.2537915984724494
Decoded,decoded,MLP,Agglo,3,50,MiniBooNE,KNeighborsClassifier,centroid,0.2576958715124061
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,MiniBooNE,KNeighborsClassifier,centroid,0.3084525893132915
Encoded,encoded,MLP,Agglo,0,50,MiniBooNE,KNeighborsClassifier,centroid,0.2188819108411407
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,MiniBooNE,KNeighborsClassifier,centroid,0.2354576340986306
Original,original,,Agglo,2,50,MiniBooNE,KNeighborsClassifier,centroid,0.2430762895089056
Decoded,decoded,GNN,Agglo,4,50,MiniBooNE,KNeighborsClassifier,centroid,0.3000102954802842
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MiniBooNE,KNeighborsClassifier,centroid,0.2346339956758982
Encoded,encoded,GNN,Agglo,3,50,MiniBooNE,KNeighborsClassifier,centroid,0.286008442293833
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,KNeighborsClassifier,centroid,0.2138371255019046
Original,original,,Agglo,2,50,MiniBooNE,KNeighborsClassifier,centroid,0.2430762895089056
Decoded,decoded,MLP,Agglo,4,50,MiniBooNE,KNeighborsClassifier,closest,0.268300216205086
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MiniBooNE,KNeighborsClassifier,closest,0.2344280860702151
Encoded,encoded,MLP,Agglo,1,50,MiniBooNE,KNeighborsClassifier,closest,0.2292803459281374
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,KNeighborsClassifier,closest,0.1927313909193863
Original,original,,Agglo,3,50,MiniBooNE,KNeighborsClassifier,closest,0.2561515494697827
Decoded,decoded,GNN,Agglo,4,50,MiniBooNE,KNeighborsClassifier,closest,0.3160712447235663
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,MiniBooNE,KNeighborsClassifier,closest,0.2558426850612582
Encoded,encoded,GNN,Agglo,1,50,MiniBooNE,KNeighborsClassifier,closest,0.2453412951714198
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,KNeighborsClassifier,closest,0.2001441367239781
Original,original,,Agglo,3,50,MiniBooNE,KNeighborsClassifier,closest,0.2561515494697827
Decoded,decoded,MLP,KIP,2,50,MiniBooNE,KNeighborsClassifier,centroid,0.30505508081952026
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,MiniBooNE,KNeighborsClassifier,centroid,0.31098527746319365
Encoded,encoded,MLP,KIP,1,50,MiniBooNE,KNeighborsClassifier,centroid,0.29710697004015235
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MiniBooNE,KNeighborsClassifier,centroid,0.23908164315865332
Original,original,,KIP,4,50,MiniBooNE,KNeighborsClassifier,centroid,0.3807886337897663
Decoded,decoded,GNN,KIP,1,50,MiniBooNE,KNeighborsClassifier,centroid,0.3132091012045712
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MiniBooNE,KNeighborsClassifier,centroid,0.31539174302481215
Encoded,encoded,GNN,KIP,3,50,MiniBooNE,KNeighborsClassifier,centroid,0.3156594255122001
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MiniBooNE,KNeighborsClassifier,centroid,0.25497786471738904
Original,original,,KIP,4,50,MiniBooNE,KNeighborsClassifier,centroid,0.3807886337897663
Decoded,decoded,MLP,KMeans,2,50,MiniBooNE,KNeighborsClassifier,centroid,0.25431895397920307
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MiniBooNE,KNeighborsClassifier,centroid,0.2556779573767116
Encoded,encoded,MLP,KMeans,0,50,MiniBooNE,KNeighborsClassifier,centroid,0.2122516215381447
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,MiniBooNE,KNeighborsClassifier,centroid,0.2140636260681561
Original,original,,KMeans,4,50,MiniBooNE,KNeighborsClassifier,centroid,0.28390816431586524
Decoded,decoded,GNN,KMeans,2,50,MiniBooNE,KNeighborsClassifier,centroid,0.25781941727581587
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,MiniBooNE,KNeighborsClassifier,centroid,0.28232266035210546
Encoded,encoded,GNN,KMeans,1,50,MiniBooNE,KNeighborsClassifier,centroid,0.24966539689076495
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,KNeighborsClassifier,centroid,0.21270462267064758
Original,original,,KMeans,4,50,MiniBooNE,KNeighborsClassifier,centroid,0.28390816431586524
Decoded,decoded,MLP,KMeans,3,50,MiniBooNE,KNeighborsClassifier,closest,0.2632760218264182
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,MiniBooNE,KNeighborsClassifier,closest,0.242376196849583
Encoded,encoded,MLP,KMeans,1,50,MiniBooNE,KNeighborsClassifier,closest,0.22357664985071551
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,KNeighborsClassifier,closest,0.19089879542880678
Original,original,,KMeans,4,50,MiniBooNE,KNeighborsClassifier,closest,0.26517039019870275
Decoded,decoded,GNN,KMeans,2,50,MiniBooNE,KNeighborsClassifier,closest,0.2585606918562751
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,KNeighborsClassifier,closest,0.2863173067023576
Encoded,encoded,GNN,KMeans,1,50,MiniBooNE,KNeighborsClassifier,closest,0.2447441573149387
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,KNeighborsClassifier,closest,0.2026974158344487
Original,original,,KMeans,3,50,MiniBooNE,KNeighborsClassifier,closest,0.26517039019870275
Decoded,decoded,MLP,Agglo,2,50,MiniBooNE,LogisticRegression,centroid,0.1799499269768412
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MiniBooNE,LogisticRegression,centroid,0.181097433757563
Encoded,encoded,MLP,Agglo,4,50,MiniBooNE,LogisticRegression,centroid,0.1819319841435426
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,LogisticRegression,centroid,0.1733778426872522
Original,original,,Agglo,1,50,MiniBooNE,LogisticRegression,centroid,0.1793240141873564
Decoded,decoded,GNN,Agglo,3,50,MiniBooNE,LogisticRegression,centroid,0.1882954308366367
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MiniBooNE,LogisticRegression,centroid,0.1965366158981848
Encoded,encoded,GNN,Agglo,2,50,MiniBooNE,LogisticRegression,centroid,0.1817233465470477
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,LogisticRegression,centroid,0.1772376382224076
Original,original,,Agglo,1,50,MiniBooNE,LogisticRegression,centroid,0.1793240141873564
Decoded,decoded,MLP,Agglo,1,50,MiniBooNE,LogisticRegression,closest,0.1814103901523054
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MiniBooNE,LogisticRegression,closest,0.1849572292927184
Encoded,encoded,MLP,Agglo,4,50,MiniBooNE,LogisticRegression,closest,0.1871479240559148
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,LogisticRegression,closest,0.1734821614854995
Original,original,,Agglo,2,50,MiniBooNE,LogisticRegression,closest,0.1834967661172542
Decoded,decoded,GNN,Agglo,2,50,MiniBooNE,LogisticRegression,closest,0.185583142082203
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,MiniBooNE,LogisticRegression,closest,0.1919465887752972
Encoded,encoded,GNN,Agglo,4,50,MiniBooNE,LogisticRegression,closest,0.2082203213018986
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,LogisticRegression,closest,0.17755059461715
Original,original,,Agglo,1,50,MiniBooNE,LogisticRegression,closest,0.1834967661172542
Decoded,decoded,MLP,KIP,2,50,MiniBooNE,LogisticRegression,centroid,0.21683705403713738
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,MiniBooNE,LogisticRegression,centroid,0.21806801585645724
Encoded,encoded,MLP,KIP,1,50,MiniBooNE,LogisticRegression,centroid,0.21493845190903396
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MiniBooNE,LogisticRegression,centroid,0.1761109952013352
Original,original,,KIP,4,50,MiniBooNE,LogisticRegression,centroid,0.23190068850406836
Decoded,decoded,GNN,KIP,2,50,MiniBooNE,LogisticRegression,centroid,0.21272689338618817
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,MiniBooNE,LogisticRegression,centroid,0.2106822449405382
Encoded,encoded,GNN,KIP,4,50,MiniBooNE,LogisticRegression,centroid,0.2410181514708949
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MiniBooNE,LogisticRegression,centroid,0.17899019403296462
Original,original,,KIP,3,50,MiniBooNE,LogisticRegression,centroid,0.23190068850406836
Decoded,decoded,MLP,KMeans,2,50,MiniBooNE,LogisticRegression,centroid,0.18343417483830576
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,MiniBooNE,LogisticRegression,centroid,0.1947423325683287
Encoded,encoded,MLP,KMeans,1,50,MiniBooNE,LogisticRegression,centroid,0.1800542457750886
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,LogisticRegression,centroid,0.17243897350302517
Original,original,,KMeans,3,50,MiniBooNE,LogisticRegression,centroid,0.18633423742958474
Decoded,decoded,GNN,KMeans,1,50,MiniBooNE,LogisticRegression,centroid,0.17817650740663457
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,LogisticRegression,centroid,0.19372000834550376
Encoded,encoded,GNN,KMeans,2,50,MiniBooNE,LogisticRegression,centroid,0.18116002503651146
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,LogisticRegression,centroid,0.17719591070310864
Original,original,,KMeans,3,50,MiniBooNE,LogisticRegression,centroid,0.18633423742958474
Decoded,decoded,MLP,KMeans,1,50,MiniBooNE,LogisticRegression,closest,0.18362194867515122
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,MiniBooNE,LogisticRegression,closest,0.19309409555601909
Encoded,encoded,MLP,KMeans,2,50,MiniBooNE,LogisticRegression,closest,0.18393490506989352
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,LogisticRegression,closest,0.1735238890047986
Original,original,,KMeans,3,50,MiniBooNE,LogisticRegression,closest,0.18633423742958474
Decoded,decoded,GNN,KMeans,1,50,MiniBooNE,LogisticRegression,closest,0.1784686000417274
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,LogisticRegression,closest,0.1895263926559565
Encoded,encoded,GNN,KMeans,2,50,MiniBooNE,LogisticRegression,closest,0.18510327561026485
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,LogisticRegression,closest,0.17730022950135607
Original,original,,KMeans,3,50,MiniBooNE,LogisticRegression,closest,0.18633423742958474
Decoded,decoded,MLP,Agglo,4,50,MiniBooNE,MLPClassifier,centroid,0.2367854346123727
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MiniBooNE,MLPClassifier,centroid,0.2328700078308536
Encoded,encoded,MLP,Agglo,2,50,MiniBooNE,MLPClassifier,centroid,0.2284651527016445
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,MLPClassifier,centroid,0.2253328112764291
Original,original,,Agglo,1,50,MiniBooNE,MLPClassifier,centroid,0.2282693813625685
Decoded,decoded,GNN,Agglo,3,50,MiniBooNE,MLPClassifier,centroid,0.2490211433046201
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MiniBooNE,MLPClassifier,centroid,0.2566562255285826
Encoded,encoded,GNN,Agglo,1,50,MiniBooNE,MLPClassifier,centroid,0.2294440093970242
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,MiniBooNE,MLPClassifier,centroid,0.2314017227877839
Original,original,,Agglo,0,50,MiniBooNE,MLPClassifier,centroid,0.2282693813625685
Decoded,decoded,MLP,Agglo,4,50,MiniBooNE,MLPClassifier,closest,0.239917776037588
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MiniBooNE,MLPClassifier,closest,0.2324784651527017
Encoded,encoded,MLP,Agglo,1,50,MiniBooNE,MLPClassifier,closest,0.230716523101018
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,MLPClassifier,closest,0.2224941268598277
Original,original,,Agglo,3,50,MiniBooNE,MLPClassifier,closest,0.2340446358653093
Decoded,decoded,GNN,Agglo,3,50,MiniBooNE,MLPClassifier,closest,0.2430501174628035
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,MiniBooNE,MLPClassifier,closest,0.2516640563821457
Encoded,encoded,GNN,Agglo,1,50,MiniBooNE,MLPClassifier,closest,0.2313038371182458
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,MLPClassifier,closest,0.2287588097102585
Original,original,,Agglo,2,50,MiniBooNE,MLPClassifier,closest,0.2340446358653093
Decoded,decoded,MLP,KIP,1,50,MiniBooNE,MLPClassifier,centroid,0.26233359436178544
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,MiniBooNE,MLPClassifier,centroid,0.26327329678934996
Encoded,encoded,MLP,KIP,3,50,MiniBooNE,MLPClassifier,centroid,0.2639780736100235
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MiniBooNE,MLPClassifier,centroid,0.23114722004698512
Original,original,,KIP,4,50,MiniBooNE,MLPClassifier,centroid,0.32592012529365705
Decoded,decoded,GNN,KIP,1,50,MiniBooNE,MLPClassifier,centroid,0.26192247454972595
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,MiniBooNE,MLPClassifier,centroid,0.26454581049334386
Encoded,encoded,GNN,KIP,2,50,MiniBooNE,MLPClassifier,centroid,0.26297963978073613
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MiniBooNE,MLPClassifier,centroid,0.2360415035238841
Original,original,,KIP,4,50,MiniBooNE,MLPClassifier,centroid,0.32592012529365705
Decoded,decoded,MLP,KMeans,3,50,MiniBooNE,MLPClassifier,centroid,0.23721613155833987
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,MiniBooNE,MLPClassifier,centroid,0.24827721221613155
Encoded,encoded,MLP,KMeans,1,50,MiniBooNE,MLPClassifier,centroid,0.2314212999216915
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,MLPClassifier,centroid,0.22960062646828505
Original,original,,KMeans,2,50,MiniBooNE,MLPClassifier,centroid,0.23490602975724353
Decoded,decoded,GNN,KMeans,2,50,MiniBooNE,MLPClassifier,centroid,0.23347689898198903
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,MLPClassifier,centroid,0.24974549725920125
Encoded,encoded,GNN,KMeans,1,50,MiniBooNE,MLPClassifier,centroid,0.23061863743148003
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,MLPClassifier,centroid,0.2276233359436179
Original,original,,KMeans,3,50,MiniBooNE,MLPClassifier,centroid,0.23490602975724353
Decoded,decoded,MLP,KMeans,2,50,MiniBooNE,MLPClassifier,closest,0.23682458888018793
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,MiniBooNE,MLPClassifier,closest,0.2513116679718089
Encoded,encoded,MLP,KMeans,1,50,MiniBooNE,MLPClassifier,closest,0.2337118245888802
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,MLPClassifier,closest,0.22915035238841036
Original,original,,KMeans,3,50,MiniBooNE,MLPClassifier,closest,0.23876272513703997
Decoded,decoded,GNN,KMeans,2,50,MiniBooNE,MLPClassifier,closest,0.23093187157400155
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,MLPClassifier,closest,0.24299138606108067
Encoded,encoded,GNN,KMeans,1,50,MiniBooNE,MLPClassifier,closest,0.22952231793265465
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,MLPClassifier,closest,0.2277799530148786
Original,original,,KMeans,3,50,MiniBooNE,MLPClassifier,closest,0.23876272513703997
Decoded,decoded,MLP,Agglo,4,50,MiniBooNE,XGBClassifier,centroid,0.2553564472146475
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,MiniBooNE,XGBClassifier,centroid,0.2498052201012856
Encoded,encoded,MLP,Agglo,3,50,MiniBooNE,XGBClassifier,centroid,0.2499026100506429
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,XGBClassifier,centroid,0.2374366965329178
Original,original,,Agglo,1,50,MiniBooNE,XGBClassifier,centroid,0.2489287105570706
Decoded,decoded,GNN,Agglo,2,50,MiniBooNE,XGBClassifier,centroid,0.2825282430853137
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,MiniBooNE,XGBClassifier,centroid,0.2630502532138684
Encoded,encoded,GNN,Agglo,4,50,MiniBooNE,XGBClassifier,centroid,0.3207051032333464
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,MiniBooNE,XGBClassifier,centroid,0.2995714842228282
Original,original,,Agglo,0,50,MiniBooNE,XGBClassifier,centroid,0.2489287105570706
Decoded,decoded,MLP,Agglo,1,50,MiniBooNE,XGBClassifier,closest,0.2546747175691469
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,MiniBooNE,XGBClassifier,closest,0.2780483054148813
Encoded,encoded,MLP,Agglo,2,50,MiniBooNE,XGBClassifier,closest,0.2592520451889365
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,MiniBooNE,XGBClassifier,closest,0.2294507206856253
Original,original,,Agglo,4,50,MiniBooNE,XGBClassifier,closest,0.2875925204518895
Decoded,decoded,GNN,Agglo,1,50,MiniBooNE,XGBClassifier,closest,0.246980911569926
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,MiniBooNE,XGBClassifier,closest,0.2714257888585898
Encoded,encoded,GNN,Agglo,2,50,MiniBooNE,XGBClassifier,closest,0.2685040903778731
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,MiniBooNE,XGBClassifier,closest,0.2404557849629919
Original,original,,Agglo,4,50,MiniBooNE,XGBClassifier,closest,0.2875925204518895
Decoded,decoded,MLP,KIP,2,50,MiniBooNE,XGBClassifier,centroid,0.2894234514998052
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,MiniBooNE,XGBClassifier,centroid,0.2881573821581613
Encoded,encoded,MLP,KIP,3,50,MiniBooNE,XGBClassifier,centroid,0.29413712504869505
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,MiniBooNE,XGBClassifier,centroid,0.25545383716400477
Original,original,,KIP,4,50,MiniBooNE,XGBClassifier,centroid,0.3147253603428127
Decoded,decoded,GNN,KIP,1,50,MiniBooNE,XGBClassifier,centroid,0.27894429294896766
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,MiniBooNE,XGBClassifier,centroid,0.28225555122711343
Encoded,encoded,GNN,KIP,3,50,MiniBooNE,XGBClassifier,centroid,0.3029606544604597
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,MiniBooNE,XGBClassifier,centroid,0.26264121542656804
Original,original,,KIP,4,50,MiniBooNE,XGBClassifier,centroid,0.3147253603428127
Decoded,decoded,MLP,KMeans,1,50,MiniBooNE,XGBClassifier,centroid,0.25599922088040516
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MiniBooNE,XGBClassifier,centroid,0.2583365796649786
Encoded,encoded,MLP,KMeans,2,50,MiniBooNE,XGBClassifier,centroid,0.2562134787689911
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,XGBClassifier,centroid,0.2541293338527464
Original,original,,KMeans,4,50,MiniBooNE,XGBClassifier,centroid,0.44801324503311263
Decoded,decoded,GNN,KMeans,2,50,MiniBooNE,XGBClassifier,centroid,0.26373198285936894
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,MiniBooNE,XGBClassifier,centroid,0.2625243474873394
Encoded,encoded,GNN,KMeans,3,50,MiniBooNE,XGBClassifier,centroid,0.2886832878846904
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,XGBClassifier,centroid,0.2531554343591742
Original,original,,KMeans,4,50,MiniBooNE,XGBClassifier,centroid,0.44801324503311263
Decoded,decoded,MLP,KMeans,1,50,MiniBooNE,XGBClassifier,closest,0.24754577327619795
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,MiniBooNE,XGBClassifier,closest,0.2608881963381379
Encoded,encoded,MLP,KMeans,4,50,MiniBooNE,XGBClassifier,closest,0.27407479548110636
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,MiniBooNE,XGBClassifier,closest,0.24326061550448
Original,original,,KMeans,2,50,MiniBooNE,XGBClassifier,closest,0.25372029606544605
Decoded,decoded,GNN,KMeans,2,50,MiniBooNE,XGBClassifier,closest,0.2581223217763927
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,MiniBooNE,XGBClassifier,closest,0.277425009738995
Encoded,encoded,GNN,KMeans,3,50,MiniBooNE,XGBClassifier,closest,0.2607908063887807
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,MiniBooNE,XGBClassifier,closest,0.25354499415660314
Original,original,,KMeans,1,50,MiniBooNE,XGBClassifier,closest,0.25372029606544605
Decoded,decoded,MLP,Agglo,3,50,NumerAI,GaussianNB,centroid,0.0389696087967022
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,NumerAI,GaussianNB,centroid,0.0418435111856891
Encoded,encoded,MLP,Agglo,0,50,NumerAI,GaussianNB,centroid,0.0148710988749987
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,NumerAI,GaussianNB,centroid,0.01913618330045
Original,original,,Agglo,2,50,NumerAI,GaussianNB,centroid,0.0237763633225892
Decoded,decoded,GNN,Agglo,1,50,NumerAI,GaussianNB,centroid,0.0193427845747956
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,NumerAI,GaussianNB,centroid,0.0386462748339424
Encoded,encoded,GNN,Agglo,0,50,NumerAI,GaussianNB,centroid,0.01780778311675
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,NumerAI,GaussianNB,centroid,0.0217089034796915
Original,original,,Agglo,3,50,NumerAI,GaussianNB,centroid,0.0237763633225892
Decoded,decoded,MLP,Agglo,2,50,NumerAI,GaussianNB,closest,0.0250395698211194
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,NumerAI,GaussianNB,closest,0.0374239952760737
Encoded,encoded,MLP,Agglo,1,50,NumerAI,GaussianNB,closest,0.0238796268546479
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,NumerAI,GaussianNB,closest,0.023395813274154
Original,original,,Agglo,3,50,NumerAI,GaussianNB,closest,0.0306211436887002
Decoded,decoded,GNN,Agglo,3,50,NumerAI,GaussianNB,closest,0.0373388761447252
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,NumerAI,GaussianNB,closest,0.0205306676920542
Encoded,encoded,GNN,Agglo,1,50,NumerAI,GaussianNB,closest,0.0240306075632169
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,NumerAI,GaussianNB,closest,0.0402313310906754
Original,original,,Agglo,2,50,NumerAI,GaussianNB,closest,0.0306211436887002
Decoded,decoded,MLP,KIP,2,50,NumerAI,GaussianNB,centroid,0.031447689785514876
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,NumerAI,GaussianNB,centroid,0.03326840804182094
Encoded,encoded,MLP,KIP,0,50,NumerAI,GaussianNB,centroid,0.025796313777614804
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,NumerAI,GaussianNB,centroid,0.0282205392909205
Original,original,,KIP,4,50,NumerAI,GaussianNB,centroid,0.03396647397115206
Decoded,decoded,GNN,KIP,3,50,NumerAI,GaussianNB,centroid,0.03135577299729498
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,NumerAI,GaussianNB,centroid,0.02870432318732328
Encoded,encoded,GNN,KIP,1,50,NumerAI,GaussianNB,centroid,0.02591855286493584
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,NumerAI,GaussianNB,centroid,0.02053126137387686
Original,original,,KIP,4,50,NumerAI,GaussianNB,centroid,0.03396647397115206
Decoded,decoded,MLP,KMeans,2,50,NumerAI,GaussianNB,centroid,0.030172156968138082
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,NumerAI,GaussianNB,centroid,0.03547619942559052
Encoded,encoded,MLP,KMeans,1,50,NumerAI,GaussianNB,centroid,0.0146327207810863
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,NumerAI,GaussianNB,centroid,0.00957976862957782
Original,original,,KMeans,3,50,NumerAI,GaussianNB,centroid,0.030297267991277077
Decoded,decoded,GNN,KMeans,4,50,NumerAI,GaussianNB,centroid,0.03434740249174928
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,NumerAI,GaussianNB,centroid,0.03252496255815708
Encoded,encoded,GNN,KMeans,1,50,NumerAI,GaussianNB,centroid,0.022396090189619258
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,NumerAI,GaussianNB,centroid,0.014041109423611739
Original,original,,KMeans,2,50,NumerAI,GaussianNB,centroid,0.030297267991277077
Decoded,decoded,MLP,KMeans,0,50,NumerAI,GaussianNB,closest,0.014786825740247861
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,NumerAI,GaussianNB,closest,0.03617902223052706
Encoded,encoded,MLP,KMeans,1,50,NumerAI,GaussianNB,closest,0.020058200855398958
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,NumerAI,GaussianNB,closest,0.024610285916052597
Original,original,,KMeans,3,50,NumerAI,GaussianNB,closest,0.0329577269229103
Decoded,decoded,GNN,KMeans,0,50,NumerAI,GaussianNB,closest,0.015496839516263539
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,NumerAI,GaussianNB,closest,0.03156912740237518
Encoded,encoded,GNN,KMeans,3,50,NumerAI,GaussianNB,closest,0.03438538328636502
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,50,NumerAI,GaussianNB,closest,0.03548600259668994
Original,original,,KMeans,2,50,NumerAI,GaussianNB,closest,0.0329577269229103
Decoded,decoded,MLP,Agglo,2,50,NumerAI,KNeighborsClassifier,centroid,0.0059706724233748
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,NumerAI,KNeighborsClassifier,centroid,0.0038903494252372
Encoded,encoded,MLP,Agglo,3,50,NumerAI,KNeighborsClassifier,centroid,0.01020622994299
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,50,NumerAI,KNeighborsClassifier,centroid,0.0172411927418062
Original,original,,Agglo,0,50,NumerAI,KNeighborsClassifier,centroid,0.0026004132397557
Decoded,decoded,GNN,Agglo,4,50,NumerAI,KNeighborsClassifier,centroid,0.0174115186889442
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,NumerAI,KNeighborsClassifier,centroid,-0.0005535023756974
Encoded,encoded,GNN,Agglo,0,50,NumerAI,KNeighborsClassifier,centroid,-0.0016056808525349
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,NumerAI,KNeighborsClassifier,centroid,0.0085306873555612
Original,original,,Agglo,2,50,NumerAI,KNeighborsClassifier,centroid,0.0026004132397557
Decoded,decoded,MLP,Agglo,4,50,NumerAI,KNeighborsClassifier,closest,0.0117142562400102
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,NumerAI,KNeighborsClassifier,closest,0.0038423954191661
Encoded,encoded,MLP,Agglo,2,50,NumerAI,KNeighborsClassifier,closest,0.0085570373794833
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,NumerAI,KNeighborsClassifier,closest,0.0070714883362986
Original,original,,Agglo,3,50,NumerAI,KNeighborsClassifier,closest,0.0106810619302638
Decoded,decoded,GNN,Agglo,4,50,NumerAI,KNeighborsClassifier,closest,0.0147650878281608
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,NumerAI,KNeighborsClassifier,closest,0.0036450360180906
Encoded,encoded,GNN,Agglo,2,50,NumerAI,KNeighborsClassifier,closest,0.0104870057742622
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,NumerAI,KNeighborsClassifier,closest,0.0066150709911029
Original,original,,Agglo,3,50,NumerAI,KNeighborsClassifier,closest,0.0106810619302638
Decoded,decoded,MLP,KIP,1,50,NumerAI,KNeighborsClassifier,centroid,0.0065283892841666
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,NumerAI,KNeighborsClassifier,centroid,0.009998755777688838
Encoded,encoded,MLP,KIP,4,50,NumerAI,KNeighborsClassifier,centroid,0.01169178657984166
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,NumerAI,KNeighborsClassifier,centroid,0.0039662101569318195
Original,original,,KIP,3,50,NumerAI,KNeighborsClassifier,centroid,0.01086032562326826
Decoded,decoded,GNN,KIP,1,50,NumerAI,KNeighborsClassifier,centroid,0.0016769398221266948
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,NumerAI,KNeighborsClassifier,centroid,0.010742388383633719
Encoded,encoded,GNN,KIP,2,50,NumerAI,KNeighborsClassifier,centroid,0.00279416564908364
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,NumerAI,KNeighborsClassifier,centroid,-0.0018213941463535402
Original,original,,KIP,4,50,NumerAI,KNeighborsClassifier,centroid,0.01086032562326826
Decoded,decoded,MLP,KMeans,1,50,NumerAI,KNeighborsClassifier,centroid,0.00547958239540466
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,NumerAI,KNeighborsClassifier,centroid,0.004003221689092
Encoded,encoded,MLP,KMeans,2,50,NumerAI,KNeighborsClassifier,centroid,0.00575274177884
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,NumerAI,KNeighborsClassifier,centroid,0.00595685954339962
Original,original,,KMeans,4,50,NumerAI,KNeighborsClassifier,centroid,0.00722223021666586
Decoded,decoded,GNN,KMeans,4,50,NumerAI,KNeighborsClassifier,centroid,0.0122907978008892
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,NumerAI,KNeighborsClassifier,centroid,0.00686167532161174
Encoded,encoded,GNN,KMeans,1,50,NumerAI,KNeighborsClassifier,centroid,0.0034650205520694996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,NumerAI,KNeighborsClassifier,centroid,0.0017135412962776399
Original,original,,KMeans,3,50,NumerAI,KNeighborsClassifier,centroid,0.00722223021666586
Decoded,decoded,MLP,KMeans,1,50,NumerAI,KNeighborsClassifier,closest,0.0043513305642015
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,NumerAI,KNeighborsClassifier,closest,-0.0008145498605290201
Encoded,encoded,MLP,KMeans,3,50,NumerAI,KNeighborsClassifier,closest,0.008451341130788919
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,50,NumerAI,KNeighborsClassifier,closest,0.00912954670327214
Original,original,,KMeans,2,50,NumerAI,KNeighborsClassifier,closest,0.00710410313536042
Decoded,decoded,GNN,KMeans,2,50,NumerAI,KNeighborsClassifier,closest,0.002085312037249041
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,NumerAI,KNeighborsClassifier,closest,-0.0006951166685277196
Encoded,encoded,GNN,KMeans,1,50,NumerAI,KNeighborsClassifier,closest,0.0005562436894255799
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,NumerAI,KNeighborsClassifier,closest,0.006967212103302501
Original,original,,KMeans,4,50,NumerAI,KNeighborsClassifier,closest,0.00710410313536042
Decoded,decoded,MLP,Agglo,3,50,NumerAI,LogisticRegression,centroid,0.0522597613897286
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,NumerAI,LogisticRegression,centroid,0.0667192510453267
Encoded,encoded,MLP,Agglo,1,50,NumerAI,LogisticRegression,centroid,0.0363161942968623
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,NumerAI,LogisticRegression,centroid,0.0420265750893523
Original,original,,Agglo,0,50,NumerAI,LogisticRegression,centroid,0.0258429061058422
Decoded,decoded,GNN,Agglo,3,50,NumerAI,LogisticRegression,centroid,0.0448987620761869
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,NumerAI,LogisticRegression,centroid,0.0547314627950825
Encoded,encoded,GNN,Agglo,1,50,NumerAI,LogisticRegression,centroid,0.0269459174316923
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,NumerAI,LogisticRegression,centroid,0.0374057249399298
Original,original,,Agglo,0,50,NumerAI,LogisticRegression,centroid,0.0258429061058422
Decoded,decoded,MLP,Agglo,4,50,NumerAI,LogisticRegression,closest,0.0636519585009204
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,NumerAI,LogisticRegression,closest,0.0592650164149173
Encoded,encoded,MLP,Agglo,1,50,NumerAI,LogisticRegression,closest,0.0424495041859524
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,NumerAI,LogisticRegression,closest,0.0436866665226298
Original,original,,Agglo,0,50,NumerAI,LogisticRegression,closest,0.0289281607491995
Decoded,decoded,GNN,Agglo,4,50,NumerAI,LogisticRegression,closest,0.0503737045655903
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,NumerAI,LogisticRegression,closest,0.0471198685188931
Encoded,encoded,GNN,Agglo,1,50,NumerAI,LogisticRegression,closest,0.0434317358809248
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,NumerAI,LogisticRegression,closest,0.0441421314292975
Original,original,,Agglo,0,50,NumerAI,LogisticRegression,closest,0.0289281607491995
Decoded,decoded,MLP,KIP,3,50,NumerAI,LogisticRegression,centroid,0.04974387249226954
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,NumerAI,LogisticRegression,centroid,0.05046032341761099
Encoded,encoded,MLP,KIP,1,50,NumerAI,LogisticRegression,centroid,0.043113577193541176
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,NumerAI,LogisticRegression,centroid,0.043036912186212924
Original,original,,KIP,2,50,NumerAI,LogisticRegression,centroid,0.04804363048486624
Decoded,decoded,GNN,KIP,2,50,NumerAI,LogisticRegression,centroid,0.04399205135221994
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,NumerAI,LogisticRegression,centroid,0.0451291068672383
Encoded,encoded,GNN,KIP,1,50,NumerAI,LogisticRegression,centroid,0.04290579979415358
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,NumerAI,LogisticRegression,centroid,0.04262934378112964
Original,original,,KIP,4,50,NumerAI,LogisticRegression,centroid,0.04804363048486624
Decoded,decoded,MLP,KMeans,3,50,NumerAI,LogisticRegression,centroid,0.03980300568946736
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,NumerAI,LogisticRegression,centroid,0.04372251056512076
Encoded,encoded,MLP,KMeans,1,50,NumerAI,LogisticRegression,centroid,0.034362777779943524
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,NumerAI,LogisticRegression,centroid,0.038867395296356536
Original,original,,KMeans,0,50,NumerAI,LogisticRegression,centroid,0.01851836293065814
Decoded,decoded,GNN,KMeans,4,50,NumerAI,LogisticRegression,centroid,0.050713038855226225
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,NumerAI,LogisticRegression,centroid,0.04781346786520384
Encoded,encoded,GNN,KMeans,2,50,NumerAI,LogisticRegression,centroid,0.03935253956571278
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,NumerAI,LogisticRegression,centroid,0.03160899490907474
Original,original,,KMeans,0,50,NumerAI,LogisticRegression,centroid,0.01851836293065814
Decoded,decoded,MLP,KMeans,0,50,NumerAI,LogisticRegression,closest,0.03766937794773802
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,NumerAI,LogisticRegression,closest,0.04208290976967303
Encoded,encoded,MLP,KMeans,2,50,NumerAI,LogisticRegression,closest,0.039436935926788375
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,NumerAI,LogisticRegression,closest,0.03813160505636358
Original,original,,KMeans,4,50,NumerAI,LogisticRegression,closest,0.04645694683448241
Decoded,decoded,GNN,KMeans,4,50,NumerAI,LogisticRegression,closest,0.04697782584349634
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,NumerAI,LogisticRegression,closest,0.04577254349988612
Encoded,encoded,GNN,KMeans,0,50,NumerAI,LogisticRegression,closest,0.03498420082194998
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,NumerAI,LogisticRegression,closest,0.041191676326911765
Original,original,,KMeans,3,50,NumerAI,LogisticRegression,closest,0.04645694683448241
Decoded,decoded,MLP,Agglo,2,50,NumerAI,MLPClassifier,centroid,0.0176091001264427
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,NumerAI,MLPClassifier,centroid,0.0439118924278815
Encoded,encoded,MLP,Agglo,0,50,NumerAI,MLPClassifier,centroid,0.0059683520266005
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,NumerAI,MLPClassifier,centroid,0.0176461643952149
Original,original,,Agglo,1,50,NumerAI,MLPClassifier,centroid,0.014401887270887
Decoded,decoded,GNN,Agglo,4,50,NumerAI,MLPClassifier,centroid,0.0355847867103905
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,NumerAI,MLPClassifier,centroid,0.0289646468649695
Encoded,encoded,GNN,Agglo,0,50,NumerAI,MLPClassifier,centroid,0.0038497346071832
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,NumerAI,MLPClassifier,centroid,0.015859041459957
Original,original,,Agglo,1,50,NumerAI,MLPClassifier,centroid,0.014401887270887
Decoded,decoded,MLP,Agglo,4,50,NumerAI,MLPClassifier,closest,0.0446841019070906
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,NumerAI,MLPClassifier,closest,0.043368915775617
Encoded,encoded,MLP,Agglo,1,50,NumerAI,MLPClassifier,closest,0.0178951573895472
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,NumerAI,MLPClassifier,closest,0.0230123709067519
Original,original,,Agglo,0,50,NumerAI,MLPClassifier,closest,0.0163882492573564
Decoded,decoded,GNN,Agglo,4,50,NumerAI,MLPClassifier,closest,0.0297978114367979
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,NumerAI,MLPClassifier,closest,0.0192174140140596
Encoded,encoded,GNN,Agglo,3,50,NumerAI,MLPClassifier,closest,0.0267286592611065
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,NumerAI,MLPClassifier,closest,0.0228365016956904
Original,original,,Agglo,0,50,NumerAI,MLPClassifier,closest,0.0163882492573564
Decoded,decoded,MLP,KIP,3,50,NumerAI,MLPClassifier,centroid,0.0328799658770563
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,NumerAI,MLPClassifier,centroid,0.032921882736840435
Encoded,encoded,MLP,KIP,0,50,NumerAI,MLPClassifier,centroid,0.020325226306014903
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,NumerAI,MLPClassifier,centroid,0.024013016852110776
Original,original,,KIP,2,50,NumerAI,MLPClassifier,centroid,0.02951979965050926
Decoded,decoded,GNN,KIP,2,50,NumerAI,MLPClassifier,centroid,0.02236888161397178
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,NumerAI,MLPClassifier,centroid,0.02609687721627398
Encoded,encoded,GNN,KIP,0,50,NumerAI,MLPClassifier,centroid,0.01959264135832052
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,NumerAI,MLPClassifier,centroid,0.02214053445931302
Original,original,,KIP,4,50,NumerAI,MLPClassifier,centroid,0.02951979965050926
Decoded,decoded,MLP,KMeans,3,50,NumerAI,MLPClassifier,centroid,0.02068803935302456
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,NumerAI,MLPClassifier,centroid,0.022680147045415818
Encoded,encoded,MLP,KMeans,1,50,NumerAI,MLPClassifier,centroid,0.014990100193351901
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,NumerAI,MLPClassifier,centroid,0.01904298867210264
Original,original,,KMeans,0,50,NumerAI,MLPClassifier,centroid,0.00927403080100276
Decoded,decoded,GNN,KMeans,4,50,NumerAI,MLPClassifier,centroid,0.028422868475209462
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,NumerAI,MLPClassifier,centroid,0.02273202957907268
Encoded,encoded,GNN,KMeans,2,50,NumerAI,MLPClassifier,centroid,0.01401048710412774
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,NumerAI,MLPClassifier,centroid,0.0128633703135004
Original,original,,KMeans,0,50,NumerAI,MLPClassifier,centroid,0.00927403080100276
Decoded,decoded,MLP,KMeans,0,50,NumerAI,MLPClassifier,closest,0.01537652124448714
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,NumerAI,MLPClassifier,closest,0.02081640229348926
Encoded,encoded,MLP,KMeans,2,50,NumerAI,MLPClassifier,closest,0.02097535441962744
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,NumerAI,MLPClassifier,closest,0.023606962158200323
Original,original,,KMeans,4,50,NumerAI,MLPClassifier,closest,0.02758742646036008
Decoded,decoded,GNN,KMeans,1,50,NumerAI,MLPClassifier,closest,0.02457858931160268
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,NumerAI,MLPClassifier,closest,0.026748352444876007
Encoded,encoded,GNN,KMeans,0,50,NumerAI,MLPClassifier,closest,0.013528041314900301
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,NumerAI,MLPClassifier,closest,0.02620766067825676
Original,original,,KMeans,4,50,NumerAI,MLPClassifier,closest,0.02758742646036008
Decoded,decoded,MLP,Agglo,2,50,NumerAI,XGBClassifier,centroid,0.0272216834161757
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,NumerAI,XGBClassifier,centroid,0.0327433071870435
Encoded,encoded,MLP,Agglo,0,50,NumerAI,XGBClassifier,centroid,0.0103386193608698
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,NumerAI,XGBClassifier,centroid,0.0273927371593843
Original,original,,Agglo,1,50,NumerAI,XGBClassifier,centroid,0.011128476410303
Decoded,decoded,GNN,Agglo,4,50,NumerAI,XGBClassifier,centroid,0.0336086707559635
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,NumerAI,XGBClassifier,centroid,0.0315809090910444
Encoded,encoded,GNN,Agglo,1,50,NumerAI,XGBClassifier,centroid,0.0213283381070934
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,NumerAI,XGBClassifier,centroid,0.0287554305465926
Original,original,,Agglo,0,50,NumerAI,XGBClassifier,centroid,0.011128476410303
Decoded,decoded,MLP,Agglo,3,50,NumerAI,XGBClassifier,closest,0.0273677421546603
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,NumerAI,XGBClassifier,closest,0.0375522939454275
Encoded,encoded,MLP,Agglo,2,50,NumerAI,XGBClassifier,closest,0.0251437082395307
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,NumerAI,XGBClassifier,closest,0.0210732102570855
Original,original,,Agglo,0,50,NumerAI,XGBClassifier,closest,0.0155385116029717
Decoded,decoded,GNN,Agglo,1,50,NumerAI,XGBClassifier,closest,0.0276763615498004
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,NumerAI,XGBClassifier,closest,0.03217617015735
Encoded,encoded,GNN,Agglo,2,50,NumerAI,XGBClassifier,closest,0.0289769958045642
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,50,NumerAI,XGBClassifier,closest,0.0336867103012646
Original,original,,Agglo,0,50,NumerAI,XGBClassifier,closest,0.0155385116029717
Decoded,decoded,MLP,KIP,3,50,NumerAI,XGBClassifier,centroid,0.02776289418165444
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,NumerAI,XGBClassifier,centroid,0.030260442734171777
Encoded,encoded,MLP,KIP,1,50,NumerAI,XGBClassifier,centroid,0.01908745212022442
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,NumerAI,XGBClassifier,centroid,0.018796832108515876
Original,original,,KIP,2,50,NumerAI,XGBClassifier,centroid,0.025023210711540223
Decoded,decoded,GNN,KIP,1,50,NumerAI,XGBClassifier,centroid,0.02169187201186752
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,NumerAI,XGBClassifier,centroid,0.02741440198017046
Encoded,encoded,GNN,KIP,2,50,NumerAI,XGBClassifier,centroid,0.02305854373961904
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,NumerAI,XGBClassifier,centroid,0.019485524576980863
Original,original,,KIP,3,50,NumerAI,XGBClassifier,centroid,0.025023210711540223
Decoded,decoded,MLP,KMeans,1,50,NumerAI,XGBClassifier,centroid,0.01931534249265518
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,NumerAI,XGBClassifier,centroid,0.02392927136320428
Encoded,encoded,MLP,KMeans,0,50,NumerAI,XGBClassifier,centroid,0.01653720918069864
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,NumerAI,XGBClassifier,centroid,0.0214138798788497
Original,original,,KMeans,3,50,NumerAI,XGBClassifier,centroid,0.02163312071313308
Decoded,decoded,GNN,KMeans,4,50,NumerAI,XGBClassifier,centroid,0.027962407214891842
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,NumerAI,XGBClassifier,centroid,0.02440355809666048
Encoded,encoded,GNN,KMeans,3,50,NumerAI,XGBClassifier,centroid,0.02638085294727228
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,NumerAI,XGBClassifier,centroid,0.02212353686096406
Original,original,,KMeans,0,50,NumerAI,XGBClassifier,centroid,0.02163312071313308
Decoded,decoded,MLP,KMeans,0,50,NumerAI,XGBClassifier,closest,0.020414064789734083
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,NumerAI,XGBClassifier,closest,0.0226055716733808
Encoded,encoded,MLP,KMeans,3,50,NumerAI,XGBClassifier,closest,0.026709386395356617
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,NumerAI,XGBClassifier,closest,0.022295000358348478
Original,original,,KMeans,4,50,NumerAI,XGBClassifier,closest,0.0282441914365548
Decoded,decoded,GNN,KMeans,1,50,NumerAI,XGBClassifier,closest,0.025972015130806096
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,NumerAI,XGBClassifier,closest,0.02804619821880594
Encoded,encoded,GNN,KMeans,4,50,NumerAI,XGBClassifier,closest,0.03120450145507426
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,NumerAI,XGBClassifier,closest,0.02565108821023976
Original,original,,KMeans,3,50,NumerAI,XGBClassifier,closest,0.0282441914365548
Decoded,decoded,MLP,Agglo,2,50,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,GaussianNB,centroid,0.0941358024691357
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Nursery,GaussianNB,centroid,0.0065586419753086
Original,original,,Agglo,0,50,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,50,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,50,Nursery,GaussianNB,centroid,0.0493827160493827
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,50,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,50,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,GaussianNB,closest,0.1003086419753086
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Nursery,GaussianNB,closest,0.0027006172839505
Original,original,,Agglo,0,50,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,50,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,50,Nursery,GaussianNB,closest,0.0706018518518518
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,50,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,50,Nursery,GaussianNB,centroid,0.0436728395061728
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,50,Nursery,GaussianNB,centroid,0.105324074074074
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,Nursery,GaussianNB,centroid,0.00393518518518512
Original,original,,KIP,0,50,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,50,Nursery,GaussianNB,centroid,0.022376543209876483
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,50,Nursery,GaussianNB,centroid,0.10131172839506171
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,50,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,GaussianNB,centroid,0.08557098765432097
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,GaussianNB,centroid,0.00578703703703702
Original,original,,KMeans,0,50,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,50,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,50,Nursery,GaussianNB,centroid,0.03302469135802464
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,50,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,GaussianNB,closest,0.10038580246913575
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,GaussianNB,closest,0.00493827160493822
Original,original,,KMeans,0,50,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,50,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,50,Nursery,GaussianNB,closest,0.029861111111111022
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,50,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,50,Nursery,KNeighborsClassifier,centroid,0.0972222222222222
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Nursery,KNeighborsClassifier,centroid,0.0671296296296295
Encoded,encoded,MLP,Agglo,2,50,Nursery,KNeighborsClassifier,centroid,0.0297067901234568
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,50,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,50,Nursery,KNeighborsClassifier,centroid,0.0609567901234568
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Nursery,KNeighborsClassifier,centroid,0.0983796296296296
Encoded,encoded,GNN,Agglo,2,50,Nursery,KNeighborsClassifier,centroid,0.0219907407407407
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,50,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,50,Nursery,KNeighborsClassifier,closest,0.0613425925925925
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Nursery,KNeighborsClassifier,closest,0.072145061728395
Encoded,encoded,MLP,Agglo,4,50,Nursery,KNeighborsClassifier,closest,0.1068672839506172
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Nursery,KNeighborsClassifier,closest,0.0019290123456789
Original,original,,Agglo,1,50,Nursery,KNeighborsClassifier,closest,0.0528549382716049
Decoded,decoded,GNN,Agglo,1,50,Nursery,KNeighborsClassifier,closest,0.0516975308641974
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Nursery,KNeighborsClassifier,closest,0.0922067901234567
Encoded,encoded,GNN,Agglo,4,50,Nursery,KNeighborsClassifier,closest,0.0952932098765432
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,50,Nursery,KNeighborsClassifier,closest,0.0528549382716049
Decoded,decoded,MLP,KIP,3,50,Nursery,KNeighborsClassifier,centroid,0.12893518518518512
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Nursery,KNeighborsClassifier,centroid,0.07646604938271603
Encoded,encoded,MLP,KIP,4,50,Nursery,KNeighborsClassifier,centroid,0.2500771604938271
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Nursery,KNeighborsClassifier,centroid,0.0111111111111111
Original,original,,KIP,1,50,Nursery,KNeighborsClassifier,centroid,0.044367283950617245
Decoded,decoded,GNN,KIP,3,50,Nursery,KNeighborsClassifier,centroid,0.16874999999999996
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Nursery,KNeighborsClassifier,centroid,0.07692901234567892
Encoded,encoded,GNN,KIP,4,50,Nursery,KNeighborsClassifier,centroid,0.2880401234567901
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,50,Nursery,KNeighborsClassifier,centroid,0.044367283950617245
Decoded,decoded,MLP,KMeans,4,50,Nursery,KNeighborsClassifier,centroid,0.07908950617283945
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Nursery,KNeighborsClassifier,centroid,0.07314814814814811
Encoded,encoded,MLP,KMeans,2,50,Nursery,KNeighborsClassifier,centroid,0.042592592592592536
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Nursery,KNeighborsClassifier,centroid,0.00123456790123454
Original,original,,KMeans,0,50,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,50,Nursery,KNeighborsClassifier,centroid,0.06365740740740736
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Nursery,KNeighborsClassifier,centroid,0.06319444444444437
Encoded,encoded,GNN,KMeans,2,50,Nursery,KNeighborsClassifier,centroid,0.022530864197530844
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,50,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,KNeighborsClassifier,closest,0.06311728395061719
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Nursery,KNeighborsClassifier,closest,0.06435185185185179
Encoded,encoded,MLP,KMeans,4,50,Nursery,KNeighborsClassifier,closest,0.1175925925925925
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Nursery,KNeighborsClassifier,closest,0.00231481481481476
Original,original,,KMeans,1,50,Nursery,KNeighborsClassifier,closest,0.06026234567901232
Decoded,decoded,GNN,KMeans,1,50,Nursery,KNeighborsClassifier,closest,0.055555555555555546
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Nursery,KNeighborsClassifier,closest,0.0787808641975308
Encoded,encoded,GNN,KMeans,4,50,Nursery,KNeighborsClassifier,closest,0.08186728395061724
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,2,50,Nursery,KNeighborsClassifier,closest,0.06026234567901232
Decoded,decoded,MLP,Agglo,3,50,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,LogisticRegression,centroid,0.0034722222222222
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,50,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,50,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,50,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,50,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,50,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,LogisticRegression,closest,0.0088734567901234
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,50,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,50,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,50,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,50,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,3,50,Nursery,LogisticRegression,centroid,0.01890432098765428
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KIP,4,50,Nursery,LogisticRegression,centroid,0.025385802469135698
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,Nursery,LogisticRegression,centroid,0.00061728395061728
Original,original,,KIP,0,50,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,50,Nursery,LogisticRegression,centroid,0.06813271604938273
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,2,50,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,50,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,LogisticRegression,centroid,0.00293209876543206
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,LogisticRegression,centroid,0.0003086419753086
Original,original,,KMeans,0,50,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,50,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,50,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,50,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,LogisticRegression,closest,0.0061728395061728
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,LogisticRegression,closest,0.0001543209876543
Original,original,,KMeans,0,50,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,50,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,50,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,50,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,3,50,Nursery,MLPClassifier,centroid,0.0019290123456789
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,MLPClassifier,centroid,0.0046296296296296
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,50,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,50,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Nursery,MLPClassifier,centroid,0.0003858024691357
Encoded,encoded,GNN,Agglo,3,50,Nursery,MLPClassifier,centroid,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,50,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,50,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,MLPClassifier,closest,0.0073302469135801
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,50,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,3,50,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,50,Nursery,MLPClassifier,closest,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,50,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,4,50,Nursery,MLPClassifier,centroid,0.044598765432098696
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Nursery,MLPClassifier,centroid,0.00069444444444442
Encoded,encoded,MLP,KIP,3,50,Nursery,MLPClassifier,centroid,0.028163580246913476
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,Nursery,MLPClassifier,centroid,0.00177469135802466
Original,original,,KIP,0,50,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,50,Nursery,MLPClassifier,centroid,0.10771604938271599
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Nursery,MLPClassifier,centroid,0.0001543209876543
Encoded,encoded,GNN,KIP,3,50,Nursery,MLPClassifier,centroid,0.0125771604938271
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,50,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,MLPClassifier,centroid,0.00370370370370368
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,KMeans,0,50,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,50,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,50,Nursery,MLPClassifier,centroid,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,50,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,MLPClassifier,closest,0.00748456790123454
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,KMeans,0,50,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,4,50,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,2,50,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,50,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,50,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,XGBClassifier,centroid,0.1643518518518518
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Nursery,XGBClassifier,centroid,0.0914351851851851
Original,original,,Agglo,0,50,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,50,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,50,Nursery,XGBClassifier,centroid,0.1180555555555555
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Nursery,XGBClassifier,centroid,0.0057870370370369
Original,original,,Agglo,0,50,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,50,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,50,Nursery,XGBClassifier,closest,0.134645061728395
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,Nursery,XGBClassifier,closest,0.095679012345679
Original,original,,Agglo,0,50,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,50,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,50,Nursery,XGBClassifier,closest,0.0775462962962962
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Nursery,XGBClassifier,closest,0.0050154320987654
Original,original,,Agglo,0,50,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,50,Nursery,XGBClassifier,centroid,0.04382716049382716
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,50,Nursery,XGBClassifier,centroid,0.10856481481481475
Encoded-FT,encoded,MLP-MultiHead,KIP,2,50,Nursery,XGBClassifier,centroid,0.027700617283950558
Original,original,,KIP,0,50,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,50,Nursery,XGBClassifier,centroid,0.11759259259259255
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,50,Nursery,XGBClassifier,centroid,0.14413580246913577
Encoded-FT,encoded,GNN-MultiHead,KIP,2,50,Nursery,XGBClassifier,centroid,0.0059413580246913
Original,original,,KIP,0,50,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,XGBClassifier,centroid,0.16249999999999995
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,XGBClassifier,centroid,0.09236111111111109
Original,original,,KMeans,0,50,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,50,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,50,Nursery,XGBClassifier,centroid,0.08202160493827163
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,Nursery,XGBClassifier,centroid,0.0043209876543209595
Original,original,,KMeans,0,50,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,50,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,50,Nursery,XGBClassifier,closest,0.10771604938271599
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,Nursery,XGBClassifier,closest,0.05493827160493827
Original,original,,KMeans,0,50,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,50,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,50,Nursery,XGBClassifier,closest,0.06820987654320979
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,Nursery,XGBClassifier,closest,0.00802469135802458
Original,original,,KMeans,0,50,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,1,50,OnlineShoppers,GaussianNB,centroid,-0.1396745871537321
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,OnlineShoppers,GaussianNB,centroid,-0.1023907386239268
Encoded,encoded,MLP,Agglo,2,50,OnlineShoppers,GaussianNB,centroid,-0.131259576330958
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,GaussianNB,centroid,-0.1915833677878573
Original,original,,Agglo,4,50,OnlineShoppers,GaussianNB,centroid,-0.059269888367342
Decoded,decoded,GNN,Agglo,4,50,OnlineShoppers,GaussianNB,centroid,0.0558609172199657
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,OnlineShoppers,GaussianNB,centroid,-0.0816693824938588
Encoded,encoded,GNN,Agglo,0,50,OnlineShoppers,GaussianNB,centroid,-0.1741210042885749
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,OnlineShoppers,GaussianNB,centroid,-0.1693946542792517
Original,original,,Agglo,3,50,OnlineShoppers,GaussianNB,centroid,-0.059269888367342
Decoded,decoded,MLP,Agglo,2,50,OnlineShoppers,GaussianNB,closest,-0.172564470494767
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,OnlineShoppers,GaussianNB,closest,-0.0428371071170885
Encoded,encoded,MLP,Agglo,1,50,OnlineShoppers,GaussianNB,closest,-0.1852072540960349
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,GaussianNB,closest,-0.2182511694270822
Original,original,,Agglo,3,50,OnlineShoppers,GaussianNB,closest,-0.1501771367885139
Decoded,decoded,GNN,Agglo,4,50,OnlineShoppers,GaussianNB,closest,-0.1207975614303896
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,OnlineShoppers,GaussianNB,closest,-0.1611944775478108
Encoded,encoded,GNN,Agglo,3,50,OnlineShoppers,GaussianNB,closest,-0.1384747590210051
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,GaussianNB,closest,-0.1706796053538277
Original,original,,Agglo,2,50,OnlineShoppers,GaussianNB,closest,-0.1501771367885139
Decoded,decoded,MLP,KIP,3,50,OnlineShoppers,GaussianNB,centroid,-0.03184976206111014
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,OnlineShoppers,GaussianNB,centroid,-0.1172167230099471
Encoded,encoded,MLP,KIP,2,50,OnlineShoppers,GaussianNB,centroid,-0.10765701129297692
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,OnlineShoppers,GaussianNB,centroid,-0.18779418083355623
Original,original,,KIP,4,50,OnlineShoppers,GaussianNB,centroid,0.08661462006793616
Decoded,decoded,GNN,KIP,3,50,OnlineShoppers,GaussianNB,centroid,0.0034243743463775005
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,OnlineShoppers,GaussianNB,centroid,-0.04546618997819232
Encoded,encoded,GNN,KIP,1,50,OnlineShoppers,GaussianNB,centroid,-0.11063793564705586
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,OnlineShoppers,GaussianNB,centroid,-0.17366215109727523
Original,original,,KIP,4,50,OnlineShoppers,GaussianNB,centroid,0.08661462006793616
Decoded,decoded,MLP,KMeans,2,50,OnlineShoppers,GaussianNB,centroid,-0.1011892891018313
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,OnlineShoppers,GaussianNB,centroid,-0.08072897666010001
Encoded,encoded,MLP,KMeans,1,50,OnlineShoppers,GaussianNB,centroid,-0.17758672406385018
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,GaussianNB,centroid,-0.2110586861881946
Original,original,,KMeans,3,50,OnlineShoppers,GaussianNB,centroid,-0.08902400466960131
Decoded,decoded,GNN,KMeans,4,50,OnlineShoppers,GaussianNB,centroid,0.06885229953547187
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,OnlineShoppers,GaussianNB,centroid,-0.1046825724963721
Encoded,encoded,GNN,KMeans,1,50,OnlineShoppers,GaussianNB,centroid,-0.13728709130854222
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,GaussianNB,centroid,-0.154608393932761
Original,original,,KMeans,3,50,OnlineShoppers,GaussianNB,centroid,-0.08902400466960131
Decoded,decoded,MLP,KMeans,3,50,OnlineShoppers,GaussianNB,closest,-0.09605110619289661
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,OnlineShoppers,GaussianNB,closest,-0.08628304594206773
Encoded,encoded,MLP,KMeans,1,50,OnlineShoppers,GaussianNB,closest,-0.15363069614352537
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,GaussianNB,closest,-0.19983380758972352
Original,original,,KMeans,2,50,OnlineShoppers,GaussianNB,closest,-0.1397240395294727
Decoded,decoded,GNN,KMeans,3,50,OnlineShoppers,GaussianNB,closest,-0.09896717497223359
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,OnlineShoppers,GaussianNB,closest,-0.12028439169524363
Encoded,encoded,GNN,KMeans,4,50,OnlineShoppers,GaussianNB,closest,-0.09180144465792735
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,GaussianNB,closest,-0.16670314792745894
Original,original,,KMeans,1,50,OnlineShoppers,GaussianNB,closest,-0.1397240395294727
Decoded,decoded,MLP,Agglo,3,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.0131673533795038
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.0395406329446832
Encoded,encoded,MLP,Agglo,4,50,OnlineShoppers,KNeighborsClassifier,centroid,0.0210046462698343
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.0339651091435085
Original,original,,Agglo,2,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.017841676163759
Decoded,decoded,GNN,Agglo,3,50,OnlineShoppers,KNeighborsClassifier,centroid,0.0164811080915227
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.0445060050845972
Encoded,encoded,GNN,Agglo,4,50,OnlineShoppers,KNeighborsClassifier,centroid,0.0465643902866661
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,OnlineShoppers,KNeighborsClassifier,centroid,0.0054142193390022
Original,original,,Agglo,1,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.017841676163759
Decoded,decoded,MLP,Agglo,3,50,OnlineShoppers,KNeighborsClassifier,closest,0.0500254229858857
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,OnlineShoppers,KNeighborsClassifier,closest,0.0333549574822476
Encoded,encoded,MLP,Agglo,1,50,OnlineShoppers,KNeighborsClassifier,closest,0.0275865696502147
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,KNeighborsClassifier,closest,-0.0178101165950734
Original,original,,Agglo,4,50,OnlineShoppers,KNeighborsClassifier,closest,0.0660085912159199
Decoded,decoded,GNN,Agglo,1,50,OnlineShoppers,KNeighborsClassifier,closest,0.0438222144297359
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,OnlineShoppers,KNeighborsClassifier,closest,0.0696309283773121
Encoded,encoded,GNN,Agglo,0,50,OnlineShoppers,KNeighborsClassifier,closest,0.0308301919873761
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,OnlineShoppers,KNeighborsClassifier,closest,0.0468449197860961
Original,original,,Agglo,3,50,OnlineShoppers,KNeighborsClassifier,closest,0.0660085912159199
Decoded,decoded,MLP,KIP,2,50,OnlineShoppers,KNeighborsClassifier,centroid,0.11760988866485475
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,OnlineShoppers,KNeighborsClassifier,centroid,0.08074971508722703
Encoded,encoded,MLP,KIP,3,50,OnlineShoppers,KNeighborsClassifier,centroid,0.12223371613921263
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,OnlineShoppers,KNeighborsClassifier,centroid,0.00792706233014806
Original,original,,KIP,4,50,OnlineShoppers,KNeighborsClassifier,centroid,0.1780885421232576
Decoded,decoded,GNN,KIP,1,50,OnlineShoppers,KNeighborsClassifier,centroid,0.08521855001314971
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,OnlineShoppers,KNeighborsClassifier,centroid,0.09304392039975448
Encoded,encoded,GNN,KIP,2,50,OnlineShoppers,KNeighborsClassifier,centroid,0.08689822039098787
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,OnlineShoppers,KNeighborsClassifier,centroid,0.05954098360655724
Original,original,,KIP,4,50,OnlineShoppers,KNeighborsClassifier,centroid,0.1780885421232576
Decoded,decoded,MLP,KMeans,4,50,OnlineShoppers,KNeighborsClassifier,centroid,0.024881563951959198
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.016069431051109077
Encoded,encoded,MLP,KMeans,3,50,OnlineShoppers,KNeighborsClassifier,centroid,0.0070377838169544404
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.04930165687735606
Original,original,,KMeans,1,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.04096852809678268
Decoded,decoded,GNN,KMeans,3,50,OnlineShoppers,KNeighborsClassifier,centroid,0.03182537038660457
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,OnlineShoppers,KNeighborsClassifier,centroid,0.00702445866573142
Encoded,encoded,GNN,KMeans,4,50,OnlineShoppers,KNeighborsClassifier,centroid,0.04809397738230899
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.022580520732883358
Original,original,,KMeans,0,50,OnlineShoppers,KNeighborsClassifier,centroid,-0.04096852809678268
Decoded,decoded,MLP,KMeans,3,50,OnlineShoppers,KNeighborsClassifier,closest,0.03779784342947296
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,OnlineShoppers,KNeighborsClassifier,closest,0.00598299289909692
Encoded,encoded,MLP,KMeans,4,50,OnlineShoppers,KNeighborsClassifier,closest,0.04092785131936514
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,KNeighborsClassifier,closest,-0.03536915928815646
Original,original,,KMeans,2,50,OnlineShoppers,KNeighborsClassifier,closest,0.02498816516174262
Decoded,decoded,GNN,KMeans,3,50,OnlineShoppers,KNeighborsClassifier,closest,0.04109616901902332
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,OnlineShoppers,KNeighborsClassifier,closest,0.03480529499430164
Encoded,encoded,GNN,KMeans,4,50,OnlineShoppers,KNeighborsClassifier,closest,0.05964477952134635
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,KNeighborsClassifier,closest,0.011139826422372079
Original,original,,KMeans,1,50,OnlineShoppers,KNeighborsClassifier,closest,0.02498816516174262
Decoded,decoded,MLP,Agglo,2,50,OnlineShoppers,LogisticRegression,centroid,0.2304587530816822
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,OnlineShoppers,LogisticRegression,centroid,0.1898316221312403
Encoded,encoded,MLP,Agglo,4,50,OnlineShoppers,LogisticRegression,centroid,0.2682892488287537
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,OnlineShoppers,LogisticRegression,centroid,0.2438014361398151
Original,original,,Agglo,0,50,OnlineShoppers,LogisticRegression,centroid,0.1640296945787239
Decoded,decoded,GNN,Agglo,4,50,OnlineShoppers,LogisticRegression,centroid,0.2538229423473514
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,OnlineShoppers,LogisticRegression,centroid,0.2409578682627456
Encoded,encoded,GNN,Agglo,3,50,OnlineShoppers,LogisticRegression,centroid,0.2411124700114018
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,OnlineShoppers,LogisticRegression,centroid,0.1705947474055894
Original,original,,Agglo,0,50,OnlineShoppers,LogisticRegression,centroid,0.1640296945787239
Decoded,decoded,MLP,Agglo,1,50,OnlineShoppers,LogisticRegression,closest,0.1969736707700546
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,OnlineShoppers,LogisticRegression,closest,0.2180685272250919
Encoded,encoded,MLP,Agglo,4,50,OnlineShoppers,LogisticRegression,closest,0.2547809210399177
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,LogisticRegression,closest,0.1677925907111957
Original,original,,Agglo,3,50,OnlineShoppers,LogisticRegression,closest,0.2449029735989906
Decoded,decoded,GNN,Agglo,3,50,OnlineShoppers,LogisticRegression,closest,0.2442238302031081
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,LogisticRegression,closest,0.1922472744539935
Encoded,encoded,GNN,Agglo,2,50,OnlineShoppers,LogisticRegression,closest,0.231438817738342
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,OnlineShoppers,LogisticRegression,closest,0.2032378023361429
Original,original,,Agglo,4,50,OnlineShoppers,LogisticRegression,closest,0.2449029735989906
Decoded,decoded,MLP,KIP,4,50,OnlineShoppers,LogisticRegression,centroid,0.2594206299469109
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,OnlineShoppers,LogisticRegression,centroid,0.21391857457187732
Encoded,encoded,MLP,KIP,3,50,OnlineShoppers,LogisticRegression,centroid,0.23258728787121669
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,OnlineShoppers,LogisticRegression,centroid,0.1732290507728707
Original,original,,KIP,2,50,OnlineShoppers,LogisticRegression,centroid,0.215582751966341
Decoded,decoded,GNN,KIP,4,50,OnlineShoppers,LogisticRegression,centroid,0.2746604973206965
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,OnlineShoppers,LogisticRegression,centroid,0.2660635357972067
Encoded,encoded,GNN,KIP,2,50,OnlineShoppers,LogisticRegression,centroid,0.22680407817326986
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,OnlineShoppers,LogisticRegression,centroid,0.20499529292890256
Original,original,,KIP,1,50,OnlineShoppers,LogisticRegression,centroid,0.215582751966341
Decoded,decoded,MLP,KMeans,3,50,OnlineShoppers,LogisticRegression,centroid,0.24567819093868107
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,OnlineShoppers,LogisticRegression,centroid,0.22966476267251199
Encoded,encoded,MLP,KMeans,4,50,OnlineShoppers,LogisticRegression,centroid,0.2947543074531847
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,OnlineShoppers,LogisticRegression,centroid,0.2264258560381645
Original,original,,KMeans,0,50,OnlineShoppers,LogisticRegression,centroid,0.15426383340557281
Decoded,decoded,GNN,KMeans,4,50,OnlineShoppers,LogisticRegression,centroid,0.26841072163126933
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,OnlineShoppers,LogisticRegression,centroid,0.219995527592271
Encoded,encoded,GNN,KMeans,3,50,OnlineShoppers,LogisticRegression,centroid,0.2440338909119018
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,OnlineShoppers,LogisticRegression,centroid,0.18025404380198826
Original,original,,KMeans,0,50,OnlineShoppers,LogisticRegression,centroid,0.15426383340557281
Decoded,decoded,MLP,KMeans,2,50,OnlineShoppers,LogisticRegression,closest,0.21377335935796102
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,OnlineShoppers,LogisticRegression,closest,0.20802603935166655
Encoded,encoded,MLP,KMeans,4,50,OnlineShoppers,LogisticRegression,closest,0.23153875672586627
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,LogisticRegression,closest,0.18689529320497705
Original,original,,KMeans,3,50,OnlineShoppers,LogisticRegression,closest,0.21766048903845991
Decoded,decoded,GNN,KMeans,4,50,OnlineShoppers,LogisticRegression,closest,0.2433724162872942
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,OnlineShoppers,LogisticRegression,closest,0.20300589971315858
Encoded,encoded,GNN,KMeans,3,50,OnlineShoppers,LogisticRegression,closest,0.22925562018767542
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,LogisticRegression,closest,0.19664458990505793
Original,original,,KMeans,2,50,OnlineShoppers,LogisticRegression,closest,0.21766048903845991
Decoded,decoded,MLP,Agglo,4,50,OnlineShoppers,MLPClassifier,centroid,0.1327997117573792
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,OnlineShoppers,MLPClassifier,centroid,0.0928526390661933
Encoded,encoded,MLP,Agglo,3,50,OnlineShoppers,MLPClassifier,centroid,0.1197480361918428
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,MLPClassifier,centroid,0.0596892073638534
Original,original,,Agglo,1,50,OnlineShoppers,MLPClassifier,centroid,0.0911691530698772
Decoded,decoded,GNN,Agglo,4,50,OnlineShoppers,MLPClassifier,centroid,0.1918863429528096
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,OnlineShoppers,MLPClassifier,centroid,0.1543154082453541
Encoded,encoded,GNN,Agglo,2,50,OnlineShoppers,MLPClassifier,centroid,0.1167227310988319
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,MLPClassifier,centroid,0.0615776934999425
Original,original,,Agglo,1,50,OnlineShoppers,MLPClassifier,centroid,0.0911691530698772
Decoded,decoded,MLP,Agglo,1,50,OnlineShoppers,MLPClassifier,closest,0.1203071274821325
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,OnlineShoppers,MLPClassifier,closest,0.1518274520035658
Encoded,encoded,MLP,Agglo,3,50,OnlineShoppers,MLPClassifier,closest,0.1530450285913074
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,MLPClassifier,closest,0.0440594997375377
Original,original,,Agglo,4,50,OnlineShoppers,MLPClassifier,closest,0.1542843476181158
Decoded,decoded,GNN,Agglo,2,50,OnlineShoppers,MLPClassifier,closest,0.135629334898789
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,OnlineShoppers,MLPClassifier,closest,0.1313957714062077
Encoded,encoded,GNN,Agglo,3,50,OnlineShoppers,MLPClassifier,closest,0.1488673742277552
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,MLPClassifier,closest,0.112849470882215
Original,original,,Agglo,4,50,OnlineShoppers,MLPClassifier,closest,0.1542843476181158
Decoded,decoded,MLP,KIP,3,50,OnlineShoppers,MLPClassifier,centroid,0.17592428661504395
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,OnlineShoppers,MLPClassifier,centroid,0.131076468158198
Encoded,encoded,MLP,KIP,4,50,OnlineShoppers,MLPClassifier,centroid,0.17889803106683938
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,OnlineShoppers,MLPClassifier,centroid,0.07617556708940189
Original,original,,KIP,1,50,OnlineShoppers,MLPClassifier,centroid,0.11579401834440643
Decoded,decoded,GNN,KIP,4,50,OnlineShoppers,MLPClassifier,centroid,0.18468959562169399
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,OnlineShoppers,MLPClassifier,centroid,0.15925280555115529
Encoded,encoded,GNN,KIP,2,50,OnlineShoppers,MLPClassifier,centroid,0.14151532376044806
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,OnlineShoppers,MLPClassifier,centroid,0.11834161099049237
Original,original,,KIP,0,50,OnlineShoppers,MLPClassifier,centroid,0.11579401834440643
Decoded,decoded,MLP,KMeans,3,50,OnlineShoppers,MLPClassifier,centroid,0.1435336433183932
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,OnlineShoppers,MLPClassifier,centroid,0.1456414174827847
Encoded,encoded,MLP,KMeans,2,50,OnlineShoppers,MLPClassifier,centroid,0.1331413786570006
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,MLPClassifier,centroid,0.06500181704669346
Original,original,,KMeans,1,50,OnlineShoppers,MLPClassifier,centroid,0.09703402070501413
Decoded,decoded,GNN,KMeans,4,50,OnlineShoppers,MLPClassifier,centroid,0.2125658873555293
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,OnlineShoppers,MLPClassifier,centroid,0.12897614854434372
Encoded,encoded,GNN,KMeans,2,50,OnlineShoppers,MLPClassifier,centroid,0.11915664184922552
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,MLPClassifier,centroid,0.06459368040478211
Original,original,,KMeans,1,50,OnlineShoppers,MLPClassifier,centroid,0.09703402070501413
Decoded,decoded,MLP,KMeans,2,50,OnlineShoppers,MLPClassifier,closest,0.12952219437119314
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,OnlineShoppers,MLPClassifier,closest,0.13347186373081618
Encoded,encoded,MLP,KMeans,3,50,OnlineShoppers,MLPClassifier,closest,0.13033536159229195
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,MLPClassifier,closest,0.07847094744231266
Original,original,,KMeans,1,50,OnlineShoppers,MLPClassifier,closest,0.12792381449350998
Decoded,decoded,GNN,KMeans,4,50,OnlineShoppers,MLPClassifier,closest,0.15922298734900656
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,OnlineShoppers,MLPClassifier,closest,0.11602262456088035
Encoded,encoded,GNN,KMeans,3,50,OnlineShoppers,MLPClassifier,closest,0.13925473131004407
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,MLPClassifier,closest,0.08031222142499947
Original,original,,KMeans,2,50,OnlineShoppers,MLPClassifier,closest,0.12792381449350998
Decoded,decoded,MLP,Agglo,3,50,OnlineShoppers,XGBClassifier,centroid,0.3276058902982837
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,XGBClassifier,centroid,0.1784502892606316
Encoded,encoded,MLP,Agglo,2,50,OnlineShoppers,XGBClassifier,centroid,0.2232932522358209
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,OnlineShoppers,XGBClassifier,centroid,0.1884059167072429
Original,original,,Agglo,4,50,OnlineShoppers,XGBClassifier,centroid,0.3788475240225246
Decoded,decoded,GNN,Agglo,3,50,OnlineShoppers,XGBClassifier,centroid,0.2328224850280458
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,OnlineShoppers,XGBClassifier,centroid,0.2254004671084666
Encoded,encoded,GNN,Agglo,1,50,OnlineShoppers,XGBClassifier,centroid,0.2231694602393861
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,XGBClassifier,centroid,0.2096101102298955
Original,original,,Agglo,4,50,OnlineShoppers,XGBClassifier,centroid,0.3788475240225246
Decoded,decoded,MLP,Agglo,2,50,OnlineShoppers,XGBClassifier,closest,0.2208861856384778
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,OnlineShoppers,XGBClassifier,closest,0.213887811440031
Encoded,encoded,MLP,Agglo,3,50,OnlineShoppers,XGBClassifier,closest,0.2302751208347431
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,OnlineShoppers,XGBClassifier,closest,0.1747832952329076
Original,original,,Agglo,4,50,OnlineShoppers,XGBClassifier,closest,0.2857201805712587
Decoded,decoded,GNN,Agglo,1,50,OnlineShoppers,XGBClassifier,closest,0.2284072371552049
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,OnlineShoppers,XGBClassifier,closest,0.2169000833532774
Encoded,encoded,GNN,Agglo,3,50,OnlineShoppers,XGBClassifier,closest,0.2434025743233391
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,OnlineShoppers,XGBClassifier,closest,0.2414851738452269
Original,original,,Agglo,4,50,OnlineShoppers,XGBClassifier,closest,0.2857201805712587
Decoded,decoded,MLP,KIP,3,50,OnlineShoppers,XGBClassifier,centroid,0.27206399771122347
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,OnlineShoppers,XGBClassifier,centroid,0.22792197252918048
Encoded,encoded,MLP,KIP,4,50,OnlineShoppers,XGBClassifier,centroid,0.27629218212278506
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,OnlineShoppers,XGBClassifier,centroid,0.1889478505583019
Original,original,,KIP,2,50,OnlineShoppers,XGBClassifier,centroid,0.25848153986239825
Decoded,decoded,GNN,KIP,3,50,OnlineShoppers,XGBClassifier,centroid,0.2653885830768088
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,OnlineShoppers,XGBClassifier,centroid,0.25290099666311794
Encoded,encoded,GNN,KIP,4,50,OnlineShoppers,XGBClassifier,centroid,0.26682732116870644
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,OnlineShoppers,XGBClassifier,centroid,0.2424595544038315
Original,original,,KIP,2,50,OnlineShoppers,XGBClassifier,centroid,0.25848153986239825
Decoded,decoded,MLP,KMeans,2,50,OnlineShoppers,XGBClassifier,centroid,0.23588262317991368
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,OnlineShoppers,XGBClassifier,centroid,0.21230712519222145
Encoded,encoded,MLP,KMeans,3,50,OnlineShoppers,XGBClassifier,centroid,0.23960023437951317
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,XGBClassifier,centroid,0.17702365527505204
Original,original,,KMeans,4,50,OnlineShoppers,XGBClassifier,centroid,0.3800276743885363
Decoded,decoded,GNN,KMeans,1,50,OnlineShoppers,XGBClassifier,centroid,0.2403286815052005
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,OnlineShoppers,XGBClassifier,centroid,0.24482535700236294
Encoded,encoded,GNN,KMeans,3,50,OnlineShoppers,XGBClassifier,centroid,0.24932368305947789
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,XGBClassifier,centroid,0.22272545961217335
Original,original,,KMeans,4,50,OnlineShoppers,XGBClassifier,centroid,0.3800276743885363
Decoded,decoded,MLP,KMeans,2,50,OnlineShoppers,XGBClassifier,closest,0.2099275679274193
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,OnlineShoppers,XGBClassifier,closest,0.20582482607224498
Encoded,encoded,MLP,KMeans,4,50,OnlineShoppers,XGBClassifier,closest,0.23410056861790354
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,OnlineShoppers,XGBClassifier,closest,0.19020777798868263
Original,original,,KMeans,3,50,OnlineShoppers,XGBClassifier,closest,0.23085886887126456
Decoded,decoded,GNN,KMeans,3,50,OnlineShoppers,XGBClassifier,closest,0.24896221042988825
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,OnlineShoppers,XGBClassifier,closest,0.21684836580810035
Encoded,encoded,GNN,KMeans,4,50,OnlineShoppers,XGBClassifier,closest,0.2665896405355516
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,OnlineShoppers,XGBClassifier,closest,0.219651016607384
Original,original,,KMeans,2,50,OnlineShoppers,XGBClassifier,closest,0.23085886887126456
Decoded,decoded,MLP,Agglo,4,50,PhishingWebsites,GaussianNB,centroid,0.0614191384550885
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,PhishingWebsites,GaussianNB,centroid,-0.2523425217482444
Encoded,encoded,MLP,Agglo,2,50,PhishingWebsites,GaussianNB,centroid,-0.2304580232680013
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,GaussianNB,centroid,-0.309611151870873
Original,original,,Agglo,3,50,PhishingWebsites,GaussianNB,centroid,-0.1356042343569858
Decoded,decoded,GNN,Agglo,4,50,PhishingWebsites,GaussianNB,centroid,-0.0434964888376481
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,PhishingWebsites,GaussianNB,centroid,-0.1872969290430772
Encoded,encoded,GNN,Agglo,1,50,PhishingWebsites,GaussianNB,centroid,-0.1937113510114244
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,PhishingWebsites,GaussianNB,centroid,-0.2713342416937428
Original,original,,Agglo,3,50,PhishingWebsites,GaussianNB,centroid,-0.1356042343569858
Decoded,decoded,MLP,Agglo,4,50,PhishingWebsites,GaussianNB,closest,-0.1498375432344618
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,PhishingWebsites,GaussianNB,closest,-0.232680012577298
Encoded,encoded,MLP,Agglo,3,50,PhishingWebsites,GaussianNB,closest,-0.2321978828215073
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,GaussianNB,closest,-0.3094224924012159
Original,original,,Agglo,1,50,PhishingWebsites,GaussianNB,closest,-0.2415260454878944
Decoded,decoded,GNN,Agglo,3,50,PhishingWebsites,GaussianNB,closest,-0.1708416308563043
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,PhishingWebsites,GaussianNB,closest,-0.058547322083639
Encoded,encoded,GNN,Agglo,2,50,PhishingWebsites,GaussianNB,closest,-0.1938161618279006
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,PhishingWebsites,GaussianNB,closest,-0.2720679174090767
Original,original,,Agglo,1,50,PhishingWebsites,GaussianNB,closest,-0.2415260454878944
Decoded,decoded,MLP,KIP,4,50,PhishingWebsites,GaussianNB,centroid,-0.025263599203437882
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,PhishingWebsites,GaussianNB,centroid,-0.03851587883869617
Encoded,encoded,MLP,KIP,1,50,PhishingWebsites,GaussianNB,centroid,-0.1736715229011634
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,PhishingWebsites,GaussianNB,centroid,-0.2843140132061629
Original,original,,KIP,2,50,PhishingWebsites,GaussianNB,centroid,-0.13331935855780316
Decoded,decoded,GNN,KIP,3,50,PhishingWebsites,GaussianNB,centroid,0.02223247039094429
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,PhishingWebsites,GaussianNB,centroid,0.07431086888166852
Encoded,encoded,GNN,KIP,2,50,PhishingWebsites,GaussianNB,centroid,-0.1215637773818258
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,PhishingWebsites,GaussianNB,centroid,-0.2588365999371135
Original,original,,KIP,1,50,PhishingWebsites,GaussianNB,centroid,-0.13331935855780316
Decoded,decoded,MLP,KMeans,2,50,PhishingWebsites,GaussianNB,centroid,-0.2190713761660204
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,PhishingWebsites,GaussianNB,centroid,-0.19377004506865111
Encoded,encoded,MLP,KMeans,1,50,PhishingWebsites,GaussianNB,centroid,-0.22294518394298293
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,GaussianNB,centroid,-0.3062488208783146
Original,original,,KMeans,4,50,PhishingWebsites,GaussianNB,centroid,-0.1796457394403103
Decoded,decoded,GNN,KMeans,4,50,PhishingWebsites,GaussianNB,centroid,-0.12630122628655274
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,GaussianNB,centroid,-0.16908080913950327
Encoded,encoded,GNN,KMeans,1,50,PhishingWebsites,GaussianNB,centroid,-0.20050309191908605
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,PhishingWebsites,GaussianNB,centroid,-0.2687852426370402
Original,original,,KMeans,2,50,PhishingWebsites,GaussianNB,centroid,-0.1796457394403103
Decoded,decoded,MLP,KMeans,3,50,PhishingWebsites,GaussianNB,closest,-0.1877245571743004
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,PhishingWebsites,GaussianNB,closest,-0.15812598260140442
Encoded,encoded,MLP,KMeans,1,50,PhishingWebsites,GaussianNB,closest,-0.20207525416622998
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,GaussianNB,closest,-0.2986647101980925
Original,original,,KMeans,2,50,PhishingWebsites,GaussianNB,closest,-0.19659155224819208
Decoded,decoded,GNN,KMeans,4,50,PhishingWebsites,GaussianNB,closest,-0.1775285609474898
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,GaussianNB,closest,-0.1919044125353737
Encoded,encoded,GNN,KMeans,1,50,PhishingWebsites,GaussianNB,closest,-0.2091143486007756
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,PhishingWebsites,GaussianNB,closest,-0.266768682528037
Original,original,,KMeans,2,50,PhishingWebsites,GaussianNB,closest,-0.19659155224819208
Decoded,decoded,MLP,Agglo,3,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0596182749648495
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0619939557509252
Encoded,encoded,MLP,Agglo,2,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0455904455613555
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0009535045331867
Original,original,,Agglo,1,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0267789323981446
Decoded,decoded,GNN,Agglo,4,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0865911404883882
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0686684874832328
Encoded,encoded,GNN,Agglo,2,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0609273235612586
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0232396528597055
Original,original,,Agglo,1,50,PhishingWebsites,KNeighborsClassifier,centroid,0.0267789323981446
Decoded,decoded,MLP,Agglo,3,50,PhishingWebsites,KNeighborsClassifier,closest,0.0596182749648495
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,PhishingWebsites,KNeighborsClassifier,closest,0.0472711993147695
Encoded,encoded,MLP,Agglo,4,50,PhishingWebsites,KNeighborsClassifier,closest,0.0637555149732534
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,KNeighborsClassifier,closest,0.0029736412560402
Original,original,,Agglo,2,50,PhishingWebsites,KNeighborsClassifier,closest,0.0483539925982191
Decoded,decoded,GNN,Agglo,3,50,PhishingWebsites,KNeighborsClassifier,closest,0.0662928066971573
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,PhishingWebsites,KNeighborsClassifier,closest,0.054058858703557
Encoded,encoded,GNN,Agglo,4,50,PhishingWebsites,KNeighborsClassifier,closest,0.0792378428172019
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,PhishingWebsites,KNeighborsClassifier,closest,0.0368957771061945
Original,original,,Agglo,1,50,PhishingWebsites,KNeighborsClassifier,closest,0.0483539925982191
Decoded,decoded,MLP,KIP,2,50,PhishingWebsites,KNeighborsClassifier,centroid,0.1600271506375551
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,PhishingWebsites,KNeighborsClassifier,centroid,0.14099907881765433
Encoded,encoded,MLP,KIP,3,50,PhishingWebsites,KNeighborsClassifier,centroid,0.16025663816927121
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,PhishingWebsites,KNeighborsClassifier,centroid,0.039442765486368075
Original,original,,KIP,4,50,PhishingWebsites,KNeighborsClassifier,centroid,0.23973366517445896
Decoded,decoded,GNN,KIP,2,50,PhishingWebsites,KNeighborsClassifier,centroid,0.16507264411655373
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,PhishingWebsites,KNeighborsClassifier,centroid,0.15001050471095884
Encoded,encoded,GNN,KIP,3,50,PhishingWebsites,KNeighborsClassifier,centroid,0.17491798244905216
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,PhishingWebsites,KNeighborsClassifier,centroid,0.09379898831552916
Original,original,,KIP,4,50,PhishingWebsites,KNeighborsClassifier,centroid,0.23973366517445896
Decoded,decoded,MLP,KMeans,4,50,PhishingWebsites,KNeighborsClassifier,centroid,0.059026778932398036
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,PhishingWebsites,KNeighborsClassifier,centroid,0.053069799764048
Encoded,encoded,MLP,KMeans,3,50,PhishingWebsites,KNeighborsClassifier,centroid,0.054071787578583275
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,KNeighborsClassifier,centroid,-0.0009502723144302399
Original,original,,KMeans,1,50,PhishingWebsites,KNeighborsClassifier,centroid,0.03875107067246306
Decoded,decoded,GNN,KMeans,3,50,PhishingWebsites,KNeighborsClassifier,centroid,0.05962473940236268
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,PhishingWebsites,KNeighborsClassifier,centroid,0.07074033970619129
Encoded,encoded,GNN,KMeans,2,50,PhishingWebsites,KNeighborsClassifier,centroid,0.05193529098049349
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,PhishingWebsites,KNeighborsClassifier,centroid,0.02162031126266628
Original,original,,KMeans,1,50,PhishingWebsites,KNeighborsClassifier,centroid,0.03875107067246306
Decoded,decoded,MLP,KMeans,2,50,PhishingWebsites,KNeighborsClassifier,closest,0.05978958255894756
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,PhishingWebsites,KNeighborsClassifier,closest,0.05093653538471478
Encoded,encoded,MLP,KMeans,4,50,PhishingWebsites,KNeighborsClassifier,closest,0.06379106937957554
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,KNeighborsClassifier,closest,0.00084360909546354
Original,original,,KMeans,3,50,PhishingWebsites,KNeighborsClassifier,closest,0.060390775247668706
Decoded,decoded,GNN,KMeans,2,50,PhishingWebsites,KNeighborsClassifier,closest,0.06096611018633735
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,KNeighborsClassifier,closest,0.06296362137789484
Encoded,encoded,GNN,KMeans,4,50,PhishingWebsites,KNeighborsClassifier,closest,0.06725924010537024
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,PhishingWebsites,KNeighborsClassifier,closest,0.0340514246004169
Original,original,,KMeans,1,50,PhishingWebsites,KNeighborsClassifier,closest,0.060390775247668706
Decoded,decoded,MLP,Agglo,4,50,PhishingWebsites,LogisticRegression,centroid,0.0166336960105506
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,PhishingWebsites,LogisticRegression,centroid,0.0105670952851962
Encoded,encoded,MLP,Agglo,1,50,PhishingWebsites,LogisticRegression,centroid,0.0079788987800857
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,LogisticRegression,centroid,-0.0156445763270688
Original,original,,Agglo,3,50,PhishingWebsites,LogisticRegression,centroid,0.0112429937355754
Decoded,decoded,GNN,Agglo,2,50,PhishingWebsites,LogisticRegression,centroid,0.0363666336960106
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,PhishingWebsites,LogisticRegression,centroid,0.0400428618529508
Encoded,encoded,GNN,Agglo,4,50,PhishingWebsites,LogisticRegression,centroid,0.0717111770524234
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,PhishingWebsites,LogisticRegression,centroid,0.0269040553907023
Original,original,,Agglo,0,50,PhishingWebsites,LogisticRegression,centroid,0.0112429937355754
Decoded,decoded,MLP,Agglo,1,50,PhishingWebsites,LogisticRegression,closest,0.0076656775469831
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,PhishingWebsites,LogisticRegression,closest,0.0090009891196835
Encoded,encoded,MLP,Agglo,4,50,PhishingWebsites,LogisticRegression,closest,0.022650840751731
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,LogisticRegression,closest,0.0026046818331685
Original,original,,Agglo,3,50,PhishingWebsites,LogisticRegression,closest,0.0177382129904386
Decoded,decoded,GNN,Agglo,3,50,PhishingWebsites,LogisticRegression,closest,0.0464391691394658
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,PhishingWebsites,LogisticRegression,closest,0.0327893175074184
Encoded,encoded,GNN,Agglo,4,50,PhishingWebsites,LogisticRegression,closest,0.0590999010880318
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,PhishingWebsites,LogisticRegression,closest,0.0356907352456314
Original,original,,Agglo,0,50,PhishingWebsites,LogisticRegression,closest,0.0177382129904386
Decoded,decoded,MLP,KIP,4,50,PhishingWebsites,LogisticRegression,centroid,0.0563270689086713
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,PhishingWebsites,LogisticRegression,centroid,0.05163534454335642
Encoded,encoded,MLP,KIP,1,50,PhishingWebsites,LogisticRegression,centroid,0.0253247609627432
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,PhishingWebsites,LogisticRegression,centroid,-0.00404879657105172
Original,original,,KIP,2,50,PhishingWebsites,LogisticRegression,centroid,0.02827563468513026
Decoded,decoded,GNN,KIP,4,50,PhishingWebsites,LogisticRegression,centroid,0.05575667655786358
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,PhishingWebsites,LogisticRegression,centroid,0.0409528519617541
Encoded,encoded,GNN,KIP,3,50,PhishingWebsites,LogisticRegression,centroid,0.04388724035608312
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,PhishingWebsites,LogisticRegression,centroid,0.01273656445763276
Original,original,,KIP,1,50,PhishingWebsites,LogisticRegression,centroid,0.02827563468513026
Decoded,decoded,MLP,KMeans,4,50,PhishingWebsites,LogisticRegression,centroid,0.01687108473458624
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,PhishingWebsites,LogisticRegression,centroid,0.0124760962743159
Encoded,encoded,MLP,KMeans,3,50,PhishingWebsites,LogisticRegression,centroid,0.01296076491922192
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,LogisticRegression,centroid,-0.01727662380481356
Original,original,,KMeans,1,50,PhishingWebsites,LogisticRegression,centroid,0.00990108803165186
Decoded,decoded,GNN,KMeans,1,50,PhishingWebsites,LogisticRegression,centroid,0.01779096604022422
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,PhishingWebsites,LogisticRegression,centroid,0.03207385426970004
Encoded,encoded,GNN,KMeans,4,50,PhishingWebsites,LogisticRegression,centroid,0.04658424002637654
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,LogisticRegression,centroid,0.03830530827563472
Original,original,,KMeans,0,50,PhishingWebsites,LogisticRegression,centroid,0.00990108803165186
Decoded,decoded,MLP,KMeans,1,50,PhishingWebsites,LogisticRegression,closest,0.0165710517639301
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,PhishingWebsites,LogisticRegression,closest,0.0173392680514343
Encoded,encoded,MLP,KMeans,4,50,PhishingWebsites,LogisticRegression,closest,0.022855258819650497
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,LogisticRegression,closest,-0.012568414111440659
Original,original,,KMeans,3,50,PhishingWebsites,LogisticRegression,closest,0.021500164853280622
Decoded,decoded,GNN,KMeans,1,50,PhishingWebsites,LogisticRegression,closest,0.023415759973623516
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,PhishingWebsites,LogisticRegression,closest,0.0239993405868777
Encoded,encoded,GNN,KMeans,4,50,PhishingWebsites,LogisticRegression,closest,0.05744477415100564
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,LogisticRegression,closest,0.05000000000000008
Original,original,,KMeans,0,50,PhishingWebsites,LogisticRegression,closest,0.021500164853280622
Decoded,decoded,MLP,Agglo,4,50,PhishingWebsites,MLPClassifier,centroid,0.0582203851453108
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,PhishingWebsites,MLPClassifier,centroid,0.0476465122240379
Encoded,encoded,MLP,Agglo,1,50,PhishingWebsites,MLPClassifier,centroid,0.043208689801019
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,MLPClassifier,centroid,0.0194174757281554
Original,original,,Agglo,3,50,PhishingWebsites,MLPClassifier,centroid,0.0496170976320935
Decoded,decoded,GNN,Agglo,3,50,PhishingWebsites,MLPClassifier,centroid,0.070091960652376
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,PhishingWebsites,MLPClassifier,centroid,0.0757794226024545
Encoded,encoded,GNN,Agglo,2,50,PhishingWebsites,MLPClassifier,centroid,0.0598545291422347
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,PhishingWebsites,MLPClassifier,centroid,0.0446025185042777
Original,original,,Agglo,1,50,PhishingWebsites,MLPClassifier,centroid,0.0496170976320935
Decoded,decoded,MLP,Agglo,4,50,PhishingWebsites,MLPClassifier,closest,0.0569226825595182
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,PhishingWebsites,MLPClassifier,closest,0.0420071133326926
Encoded,encoded,MLP,Agglo,2,50,PhishingWebsites,MLPClassifier,closest,0.043769425486238
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,MLPClassifier,closest,0.0245762440321702
Original,original,,Agglo,3,50,PhishingWebsites,MLPClassifier,closest,0.0462046204620463
Decoded,decoded,GNN,Agglo,4,50,PhishingWebsites,MLPClassifier,closest,0.0712775161011247
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,PhishingWebsites,MLPClassifier,closest,0.0542952353487776
Encoded,encoded,GNN,Agglo,3,50,PhishingWebsites,MLPClassifier,closest,0.062337787176776
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,PhishingWebsites,MLPClassifier,closest,0.0475343650869942
Original,original,,Agglo,0,50,PhishingWebsites,MLPClassifier,closest,0.0462046204620463
Decoded,decoded,MLP,KIP,4,50,PhishingWebsites,MLPClassifier,centroid,0.094177961485469
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,PhishingWebsites,MLPClassifier,centroid,0.08894549649139676
Encoded,encoded,MLP,KIP,2,50,PhishingWebsites,MLPClassifier,centroid,0.06586561568778243
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,PhishingWebsites,MLPClassifier,centroid,0.01778333173123144
Original,original,,KIP,1,50,PhishingWebsites,MLPClassifier,centroid,0.04955621775769814
Decoded,decoded,GNN,KIP,4,50,PhishingWebsites,MLPClassifier,centroid,0.0887244064212247
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,PhishingWebsites,MLPClassifier,centroid,0.08052484860136501
Encoded,encoded,GNN,KIP,2,50,PhishingWebsites,MLPClassifier,centroid,0.07534685507385697
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,PhishingWebsites,MLPClassifier,centroid,0.03942132077285406
Original,original,,KIP,1,50,PhishingWebsites,MLPClassifier,centroid,0.04955621775769814
Decoded,decoded,MLP,KMeans,4,50,PhishingWebsites,MLPClassifier,centroid,0.06042808164311586
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,PhishingWebsites,MLPClassifier,centroid,0.04920375532698908
Encoded,encoded,MLP,KMeans,1,50,PhishingWebsites,MLPClassifier,centroid,0.04756961133006514
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,MLPClassifier,centroid,0.023384280175590442
Original,original,,KMeans,3,50,PhishingWebsites,MLPClassifier,centroid,0.05081867410041978
Decoded,decoded,GNN,KMeans,3,50,PhishingWebsites,MLPClassifier,centroid,0.05603832227882986
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,PhishingWebsites,MLPClassifier,centroid,0.06289531865807947
Encoded,encoded,GNN,KMeans,2,50,PhishingWebsites,MLPClassifier,centroid,0.051039764170591875
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,PhishingWebsites,MLPClassifier,centroid,0.04652504085359997
Original,original,,KMeans,1,50,PhishingWebsites,MLPClassifier,centroid,0.05081867410041978
Decoded,decoded,MLP,KMeans,3,50,PhishingWebsites,MLPClassifier,closest,0.05435291101925728
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,PhishingWebsites,MLPClassifier,closest,0.05074818161427798
Encoded,encoded,MLP,KMeans,1,50,PhishingWebsites,MLPClassifier,closest,0.046842257041238136
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,MLPClassifier,closest,0.02664295555769174
Original,original,,KMeans,4,50,PhishingWebsites,MLPClassifier,closest,0.06110737287320972
Decoded,decoded,GNN,KMeans,4,50,PhishingWebsites,MLPClassifier,closest,0.06633983786728195
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,PhishingWebsites,MLPClassifier,closest,0.061088147649716464
Encoded,encoded,GNN,KMeans,1,50,PhishingWebsites,MLPClassifier,closest,0.0591015412220834
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,PhishingWebsites,MLPClassifier,closest,0.04981575827485666
Original,original,,KMeans,3,50,PhishingWebsites,MLPClassifier,closest,0.06110737287320972
Decoded,decoded,MLP,Agglo,3,50,PhishingWebsites,XGBClassifier,centroid,0.0676403992728895
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,PhishingWebsites,XGBClassifier,centroid,0.056000255126447
Encoded,encoded,MLP,Agglo,4,50,PhishingWebsites,XGBClassifier,centroid,0.0776222215135375
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,PhishingWebsites,XGBClassifier,centroid,0.0546767866823994
Original,original,,Agglo,0,50,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,GNN,Agglo,1,50,PhishingWebsites,XGBClassifier,centroid,0.075963899607743
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,PhishingWebsites,XGBClassifier,centroid,0.0796153968810792
Encoded,encoded,GNN,Agglo,4,50,PhishingWebsites,XGBClassifier,centroid,0.1342762381605383
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,PhishingWebsites,XGBClassifier,centroid,0.102592722518098
Original,original,,Agglo,0,50,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,MLP,Agglo,3,50,PhishingWebsites,XGBClassifier,closest,0.0731893994961252
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,PhishingWebsites,XGBClassifier,closest,0.0663807124406034
Encoded,encoded,MLP,Agglo,4,50,PhishingWebsites,XGBClassifier,closest,0.0869662276365724
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,PhishingWebsites,XGBClassifier,closest,0.0469273208533979
Original,original,,Agglo,1,50,PhishingWebsites,XGBClassifier,closest,0.0645629365054054
Decoded,decoded,GNN,Agglo,3,50,PhishingWebsites,XGBClassifier,closest,0.0909685237745957
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,PhishingWebsites,XGBClassifier,closest,0.0792486526134515
Encoded,encoded,GNN,Agglo,4,50,PhishingWebsites,XGBClassifier,closest,0.1036610645151002
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,PhishingWebsites,XGBClassifier,closest,0.0520776860031252
Original,original,,Agglo,1,50,PhishingWebsites,XGBClassifier,closest,0.0645629365054054
Decoded,decoded,MLP,KIP,2,50,PhishingWebsites,XGBClassifier,centroid,0.08935803807762217
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,PhishingWebsites,XGBClassifier,centroid,0.09611888892432299
Encoded,encoded,MLP,KIP,4,50,PhishingWebsites,XGBClassifier,centroid,0.11632490353031213
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,PhishingWebsites,XGBClassifier,centroid,0.04477788053704112
Original,original,,KIP,1,50,PhishingWebsites,XGBClassifier,centroid,0.08676212647893602
Decoded,decoded,GNN,KIP,1,50,PhishingWebsites,XGBClassifier,centroid,0.0818860222597824
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,PhishingWebsites,XGBClassifier,centroid,0.09278311062920547
Encoded,encoded,GNN,KIP,4,50,PhishingWebsites,XGBClassifier,centroid,0.1378416302579966
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,PhishingWebsites,XGBClassifier,centroid,0.07944318652932356
Original,original,,KIP,2,50,PhishingWebsites,XGBClassifier,centroid,0.08676212647893602
Decoded,decoded,MLP,KMeans,2,50,PhishingWebsites,XGBClassifier,centroid,0.06682718372293261
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,PhishingWebsites,XGBClassifier,centroid,0.06845680390343459
Encoded,encoded,MLP,KMeans,4,50,PhishingWebsites,XGBClassifier,centroid,0.084312912587301
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,PhishingWebsites,XGBClassifier,centroid,0.06384539337309048
Original,original,,KMeans,0,50,PhishingWebsites,XGBClassifier,centroid,0.04621296680167098
Decoded,decoded,GNN,KMeans,1,50,PhishingWebsites,XGBClassifier,centroid,0.06765315559524188
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,PhishingWebsites,XGBClassifier,centroid,0.07182128392384468
Encoded,encoded,GNN,KMeans,4,50,PhishingWebsites,XGBClassifier,centroid,0.1113403705711643
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,XGBClassifier,centroid,0.08764550180183048
Original,original,,KMeans,0,50,PhishingWebsites,XGBClassifier,centroid,0.04621296680167098
Decoded,decoded,MLP,KMeans,1,50,PhishingWebsites,XGBClassifier,closest,0.06779347514111675
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,PhishingWebsites,XGBClassifier,closest,0.06800076537934113
Encoded,encoded,MLP,KMeans,4,50,PhishingWebsites,XGBClassifier,closest,0.07876710144465347
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,PhishingWebsites,XGBClassifier,closest,0.04436967822176854
Original,original,,KMeans,3,50,PhishingWebsites,XGBClassifier,closest,0.07213700290206329
Decoded,decoded,GNN,KMeans,0,50,PhishingWebsites,XGBClassifier,closest,0.06216793698376753
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,PhishingWebsites,XGBClassifier,closest,0.07038300857862669
Encoded,encoded,GNN,KMeans,4,50,PhishingWebsites,XGBClassifier,closest,0.10786427273017181
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,PhishingWebsites,XGBClassifier,closest,0.08300538954619374
Original,original,,KMeans,2,50,PhishingWebsites,XGBClassifier,closest,0.07213700290206329
Decoded,decoded,MLP,Agglo,4,50,Pol,GaussianNB,centroid,0.0778731397847043
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Pol,GaussianNB,centroid,0.0233180729125655
Encoded,encoded,MLP,Agglo,2,50,Pol,GaussianNB,centroid,-0.1063655076995761
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,GaussianNB,centroid,-0.238478757269322
Original,original,,Agglo,1,50,Pol,GaussianNB,centroid,-0.2130234755514562
Decoded,decoded,GNN,Agglo,3,50,Pol,GaussianNB,centroid,-0.0092237432649802
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Pol,GaussianNB,centroid,0.0255115240548475
Encoded,encoded,GNN,Agglo,2,50,Pol,GaussianNB,centroid,-0.0143755413324935
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Pol,GaussianNB,centroid,-0.0788967503177692
Original,original,,Agglo,0,50,Pol,GaussianNB,centroid,-0.2130234755514562
Decoded,decoded,MLP,Agglo,2,50,Pol,GaussianNB,closest,-0.1064892408409355
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Pol,GaussianNB,closest,-0.0977604301413934
Encoded,encoded,MLP,Agglo,1,50,Pol,GaussianNB,closest,-0.1092563638204296
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,GaussianNB,closest,-0.2346880237567633
Original,original,,Agglo,3,50,Pol,GaussianNB,closest,-0.0987165498700802
Decoded,decoded,GNN,Agglo,4,50,Pol,GaussianNB,closest,0.0658822735402301
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Pol,GaussianNB,closest,0.0005849203046084
Encoded,encoded,GNN,Agglo,3,50,Pol,GaussianNB,closest,0.0125307926794973
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Pol,GaussianNB,closest,-0.0858820485708823
Original,original,,Agglo,0,50,Pol,GaussianNB,closest,-0.0987165498700802
Decoded,decoded,MLP,KIP,3,50,Pol,GaussianNB,centroid,-0.0196915670239931
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Pol,GaussianNB,centroid,-0.06978324203327302
Encoded,encoded,MLP,KIP,2,50,Pol,GaussianNB,centroid,-0.048161438004072035
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Pol,GaussianNB,centroid,-0.1998402717629724
Original,original,,KIP,4,50,Pol,GaussianNB,centroid,0.23924365305227155
Decoded,decoded,GNN,KIP,3,50,Pol,GaussianNB,centroid,0.03676899022508177
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,Pol,GaussianNB,centroid,0.007916671353527981
Encoded,encoded,GNN,KIP,2,50,Pol,GaussianNB,centroid,0.01377937256048856
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Pol,GaussianNB,centroid,-0.051070291672759636
Original,original,,KIP,4,50,Pol,GaussianNB,centroid,0.23924365305227155
Decoded,decoded,MLP,KMeans,4,50,Pol,GaussianNB,centroid,0.08375383853949885
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Pol,GaussianNB,centroid,0.042557451547226594
Encoded,encoded,MLP,KMeans,2,50,Pol,GaussianNB,centroid,-0.09852532592434285
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,GaussianNB,centroid,-0.24256870001462305
Original,original,,KMeans,1,50,Pol,GaussianNB,centroid,-0.22626292167692158
Decoded,decoded,GNN,KMeans,2,50,Pol,GaussianNB,centroid,-0.007052789057491002
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Pol,GaussianNB,centroid,0.03972508745683388
Encoded,encoded,GNN,KMeans,3,50,Pol,GaussianNB,centroid,-0.0004521883893320002
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Pol,GaussianNB,centroid,-0.08027356272707853
Original,original,,KMeans,0,50,Pol,GaussianNB,centroid,-0.22626292167692158
Decoded,decoded,MLP,KMeans,3,50,Pol,GaussianNB,closest,-0.07633434944488816
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Pol,GaussianNB,closest,-0.06392728990675028
Encoded,encoded,MLP,KMeans,2,50,Pol,GaussianNB,closest,-0.09715976198242998
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,GaussianNB,closest,-0.24423347318927804
Original,original,,KMeans,1,50,Pol,GaussianNB,closest,-0.14106702961721476
Decoded,decoded,GNN,KMeans,3,50,Pol,GaussianNB,closest,-0.006222652163642761
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Pol,GaussianNB,closest,-0.01454426834343828
Encoded,encoded,GNN,KMeans,4,50,Pol,GaussianNB,closest,0.012236082833713819
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Pol,GaussianNB,closest,-0.075598699677169
Original,original,,KMeans,0,50,Pol,GaussianNB,closest,-0.14106702961721476
Decoded,decoded,MLP,Agglo,3,50,Pol,KNeighborsClassifier,centroid,0.257975011491371
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Pol,KNeighborsClassifier,centroid,0.2875433538088672
Encoded,encoded,MLP,Agglo,2,50,Pol,KNeighborsClassifier,centroid,0.1231540679453429
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,KNeighborsClassifier,centroid,0.0375830512724082
Original,original,,Agglo,1,50,Pol,KNeighborsClassifier,centroid,0.0950399063975597
Decoded,decoded,GNN,Agglo,3,50,Pol,KNeighborsClassifier,centroid,0.2565041160001671
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Pol,KNeighborsClassifier,centroid,0.281701558647779
Encoded,encoded,GNN,Agglo,2,50,Pol,KNeighborsClassifier,centroid,0.193230537796164
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Pol,KNeighborsClassifier,centroid,0.1400944381764239
Original,original,,Agglo,0,50,Pol,KNeighborsClassifier,centroid,0.0950399063975597
Decoded,decoded,MLP,Agglo,4,50,Pol,KNeighborsClassifier,closest,0.3148802808073211
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,Pol,KNeighborsClassifier,closest,0.3029459696627805
Encoded,encoded,MLP,Agglo,1,50,Pol,KNeighborsClassifier,closest,0.1478751410304626
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,KNeighborsClassifier,closest,0.0548827880155447
Original,original,,Agglo,2,50,Pol,KNeighborsClassifier,closest,0.2847102085161506
Decoded,decoded,GNN,Agglo,2,50,Pol,KNeighborsClassifier,closest,0.2370983243491705
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Pol,KNeighborsClassifier,closest,0.3130249467218253
Encoded,encoded,GNN,Agglo,1,50,Pol,KNeighborsClassifier,closest,0.2074798378672016
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Pol,KNeighborsClassifier,closest,0.1428189377794493
Original,original,,Agglo,3,50,Pol,KNeighborsClassifier,closest,0.2847102085161506
Decoded,decoded,MLP,KIP,2,50,Pol,KNeighborsClassifier,centroid,0.31791233128578
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,Pol,KNeighborsClassifier,centroid,0.3287785717270486
Encoded,encoded,MLP,KIP,1,50,Pol,KNeighborsClassifier,centroid,0.2421511846558857
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Pol,KNeighborsClassifier,centroid,0.12591199699135017
Original,original,,KIP,4,50,Pol,KNeighborsClassifier,centroid,0.378150516067026
Decoded,decoded,GNN,KIP,2,50,Pol,KNeighborsClassifier,centroid,0.3257130918056078
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Pol,KNeighborsClassifier,centroid,0.34304458651957714
Encoded,encoded,GNN,KIP,1,50,Pol,KNeighborsClassifier,centroid,0.29481927207387904
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Pol,KNeighborsClassifier,centroid,0.21684342484643354
Original,original,,KIP,4,50,Pol,KNeighborsClassifier,centroid,0.378150516067026
Decoded,decoded,MLP,KMeans,3,50,Pol,KNeighborsClassifier,centroid,0.24170490159207722
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Pol,KNeighborsClassifier,centroid,0.2650704107642806
Encoded,encoded,MLP,KMeans,2,50,Pol,KNeighborsClassifier,centroid,0.12135389244076722
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,KNeighborsClassifier,centroid,0.039364840583343795
Original,original,,KMeans,1,50,Pol,KNeighborsClassifier,centroid,0.09647570097363252
Decoded,decoded,GNN,KMeans,3,50,Pol,KNeighborsClassifier,centroid,0.25186410931427866
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Pol,KNeighborsClassifier,centroid,0.2706497847979608
Encoded,encoded,GNN,KMeans,2,50,Pol,KNeighborsClassifier,centroid,0.18620868329781454
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Pol,KNeighborsClassifier,centroid,0.14242948476871004
Original,original,,KMeans,0,50,Pol,KNeighborsClassifier,centroid,0.09647570097363252
Decoded,decoded,MLP,KMeans,3,50,Pol,KNeighborsClassifier,closest,0.28351677740169656
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,Pol,KNeighborsClassifier,closest,0.2900505620325101
Encoded,encoded,MLP,KMeans,1,50,Pol,KNeighborsClassifier,closest,0.1502569888429234
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,KNeighborsClassifier,closest,0.0454573565667962
Original,original,,KMeans,2,50,Pol,KNeighborsClassifier,closest,0.26790857047344446
Decoded,decoded,GNN,KMeans,2,50,Pol,KNeighborsClassifier,closest,0.26061593748694173
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Pol,KNeighborsClassifier,closest,0.2911804772052985
Encoded,encoded,GNN,KMeans,1,50,Pol,KNeighborsClassifier,closest,0.20021394843508417
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,Pol,KNeighborsClassifier,closest,0.14918891813965152
Original,original,,KMeans,3,50,Pol,KNeighborsClassifier,closest,0.26790857047344446
Decoded,decoded,MLP,Agglo,3,50,Pol,LogisticRegression,centroid,0.0824141985331168
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Pol,LogisticRegression,centroid,0.0450049455984172
Encoded,encoded,MLP,Agglo,4,50,Pol,LogisticRegression,centroid,0.1471362185767873
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Pol,LogisticRegression,centroid,-0.0089580650579475
Original,original,,Agglo,0,50,Pol,LogisticRegression,centroid,-0.0095272754418378
Decoded,decoded,GNN,Agglo,1,50,Pol,LogisticRegression,centroid,0.1017300263143161
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Pol,LogisticRegression,centroid,0.1122184274863296
Encoded,encoded,GNN,Agglo,4,50,Pol,LogisticRegression,centroid,0.1630461153724129
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Pol,LogisticRegression,centroid,0.1234533340798387
Original,original,,Agglo,0,50,Pol,LogisticRegression,centroid,-0.0095272754418378
Decoded,decoded,MLP,Agglo,1,50,Pol,LogisticRegression,closest,0.0015769927029094
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Pol,LogisticRegression,closest,0.032034413899931
Encoded,encoded,MLP,Agglo,4,50,Pol,LogisticRegression,closest,0.1927383685124012
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,LogisticRegression,closest,-0.0077449937480171
Original,original,,Agglo,3,50,Pol,LogisticRegression,closest,0.0578075135770672
Decoded,decoded,GNN,Agglo,1,50,Pol,LogisticRegression,closest,0.0831233786835377
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,Pol,LogisticRegression,closest,0.0931358826493476
Encoded,encoded,GNN,Agglo,4,50,Pol,LogisticRegression,closest,0.160685291976933
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Pol,LogisticRegression,closest,0.1265140063079708
Original,original,,Agglo,0,50,Pol,LogisticRegression,closest,0.0578075135770672
Decoded,decoded,MLP,KIP,2,50,Pol,LogisticRegression,centroid,0.08489446279603599
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Pol,LogisticRegression,centroid,0.06152324431256172
Encoded,encoded,MLP,KIP,3,50,Pol,LogisticRegression,centroid,0.2095235429147304
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Pol,LogisticRegression,centroid,0.013916727320232062
Original,original,,KIP,4,50,Pol,LogisticRegression,centroid,0.3746225481962563
Decoded,decoded,GNN,KIP,2,50,Pol,LogisticRegression,centroid,0.11865890301028308
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,Pol,LogisticRegression,centroid,0.11847600918201664
Encoded,encoded,GNN,KIP,3,50,Pol,LogisticRegression,centroid,0.18417968385495392
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Pol,LogisticRegression,centroid,0.10971203553365802
Original,original,,KIP,4,50,Pol,LogisticRegression,centroid,0.3746225481962563
Decoded,decoded,MLP,KMeans,4,50,Pol,LogisticRegression,centroid,0.13338558871283798
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,Pol,LogisticRegression,centroid,0.06679730511542831
Encoded,encoded,MLP,KMeans,3,50,Pol,LogisticRegression,centroid,0.1287217960920441
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Pol,LogisticRegression,centroid,-0.0015303361140660402
Original,original,,KMeans,0,50,Pol,LogisticRegression,centroid,-0.029654927868913623
Decoded,decoded,GNN,KMeans,1,50,Pol,LogisticRegression,centroid,0.08406210925106838
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Pol,LogisticRegression,centroid,0.11573633428512768
Encoded,encoded,GNN,KMeans,4,50,Pol,LogisticRegression,centroid,0.1644850045723457
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,Pol,LogisticRegression,centroid,0.1289102887109717
Original,original,,KMeans,0,50,Pol,LogisticRegression,centroid,-0.029654927868913623
Decoded,decoded,MLP,KMeans,2,50,Pol,LogisticRegression,closest,0.024888490752664003
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Pol,LogisticRegression,closest,0.01465016889685158
Encoded,encoded,MLP,KMeans,4,50,Pol,LogisticRegression,closest,0.15220499038874263
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,LogisticRegression,closest,-0.020967471026258303
Original,original,,KMeans,3,50,Pol,LogisticRegression,closest,0.03174700931265506
Decoded,decoded,GNN,KMeans,1,50,Pol,LogisticRegression,closest,0.05583487300076514
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,Pol,LogisticRegression,closest,0.10654871881007029
Encoded,encoded,GNN,KMeans,4,50,Pol,LogisticRegression,closest,0.16303118526398297
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,Pol,LogisticRegression,closest,0.12444432002687414
Original,original,,KMeans,0,50,Pol,LogisticRegression,closest,0.03174700931265506
Decoded,decoded,MLP,Agglo,3,50,Pol,MLPClassifier,centroid,0.2360509121490491
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,Pol,MLPClassifier,centroid,0.2421804243757278
Encoded,encoded,MLP,Agglo,2,50,Pol,MLPClassifier,centroid,0.1649792987449864
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,MLPClassifier,centroid,0.0897593479104671
Original,original,,Agglo,1,50,Pol,MLPClassifier,centroid,0.1126035062750679
Decoded,decoded,GNN,Agglo,4,50,Pol,MLPClassifier,centroid,0.2576821063526976
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,Pol,MLPClassifier,centroid,0.2447519083969466
Encoded,encoded,GNN,Agglo,2,50,Pol,MLPClassifier,centroid,0.2242285547936344
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,Pol,MLPClassifier,centroid,0.170833872428516
Original,original,,Agglo,0,50,Pol,MLPClassifier,centroid,0.1126035062750679
Decoded,decoded,MLP,Agglo,3,50,Pol,MLPClassifier,closest,0.1902979039979299
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,Pol,MLPClassifier,closest,0.1748285677319188
Encoded,encoded,MLP,Agglo,1,50,Pol,MLPClassifier,closest,0.1590600336395394
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,Pol,MLPClassifier,closest,0.0962042308189935
Original,original,,Agglo,4,50,Pol,MLPClassifier,closest,0.1965082805020055
Decoded,decoded,GNN,Agglo,3,50,Pol,MLPClassifier,closest,0.226217816017596
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,Pol,MLPClassifier,closest,0.2386709147367059
Encoded,encoded,GNN,Agglo,2,50,Pol,MLPClassifier,closest,0.2129884202354769
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,Pol,MLPClassifier,closest,0.1554615732953811
Original,original,,Agglo,1,50,Pol,MLPClassifier,closest,0.1965082805020055
Decoded,decoded,MLP,KIP,4,50,Pol,MLPClassifier,centroid,0.23624013455815765
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,Pol,MLPClassifier,centroid,0.19709697244145424
Encoded,encoded,MLP,KIP,3,50,Pol,MLPClassifier,centroid,0.22207918230042703
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Pol,MLPClassifier,centroid,0.08722506145685084
Original,original,,KIP,1,50,Pol,MLPClassifier,centroid,0.17042793375598397
Decoded,decoded,GNN,KIP,4,50,Pol,MLPClassifier,centroid,0.2726419976711088
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,Pol,MLPClassifier,centroid,0.26529790399792985
Encoded,encoded,GNN,KIP,2,50,Pol,MLPClassifier,centroid,0.2472182688575495
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,Pol,MLPClassifier,centroid,0.18509671367576663
Original,original,,KIP,0,50,Pol,MLPClassifier,centroid,0.17042793375598397
Decoded,decoded,MLP,KMeans,4,50,Pol,MLPClassifier,centroid,0.3030372622590245
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Pol,MLPClassifier,centroid,0.2519245698020443
Encoded,encoded,MLP,KMeans,2,50,Pol,MLPClassifier,centroid,0.15147819899081383
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,MLPClassifier,centroid,0.08586330702548842
Original,original,,KMeans,1,50,Pol,MLPClassifier,centroid,0.09355026523482987
Decoded,decoded,GNN,KMeans,3,50,Pol,MLPClassifier,centroid,0.22287488679001166
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Pol,MLPClassifier,centroid,0.2575721309354379
Encoded,encoded,GNN,KMeans,2,50,Pol,MLPClassifier,centroid,0.21753137533962996
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Pol,MLPClassifier,centroid,0.17265170138439645
Original,original,,KMeans,0,50,Pol,MLPClassifier,centroid,0.09355026523482987
Decoded,decoded,MLP,KMeans,4,50,Pol,MLPClassifier,closest,0.20340115150731014
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,Pol,MLPClassifier,closest,0.19024776814594388
Encoded,encoded,MLP,KMeans,1,50,Pol,MLPClassifier,closest,0.1616137275197309
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,MLPClassifier,closest,0.07769924957950577
Original,original,,KMeans,2,50,Pol,MLPClassifier,closest,0.1678645361625049
Decoded,decoded,GNN,KMeans,2,50,Pol,MLPClassifier,closest,0.21449734765170136
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,Pol,MLPClassifier,closest,0.24554761288653132
Encoded,encoded,GNN,KMeans,3,50,Pol,MLPClassifier,closest,0.22353473929356965
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,Pol,MLPClassifier,closest,0.17055408202872302
Original,original,,KMeans,0,50,Pol,MLPClassifier,closest,0.1678645361625049
Decoded,decoded,MLP,Agglo,2,50,Pol,XGBClassifier,centroid,0.1582460563744503
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Pol,XGBClassifier,centroid,0.1094436901991207
Encoded,encoded,MLP,Agglo,3,50,Pol,XGBClassifier,centroid,0.2094485389190587
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,Pol,XGBClassifier,centroid,0.126341479182829
Original,original,,Agglo,4,50,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,GNN,Agglo,1,50,Pol,XGBClassifier,centroid,0.1903607447633824
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,Pol,XGBClassifier,centroid,0.168848590638738
Encoded,encoded,GNN,Agglo,3,50,Pol,XGBClassifier,centroid,0.2579761442979053
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,Pol,XGBClassifier,centroid,0.1936740367209722
Original,original,,Agglo,4,50,Pol,XGBClassifier,centroid,0.4104441427463149
Decoded,decoded,MLP,Agglo,1,50,Pol,XGBClassifier,closest,0.1123125161623997
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,Pol,XGBClassifier,closest,0.1103972717869148
Encoded,encoded,MLP,Agglo,4,50,Pol,XGBClassifier,closest,0.2409086501163692
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,Pol,XGBClassifier,closest,0.1285395655546934
Original,original,,Agglo,3,50,Pol,XGBClassifier,closest,0.1464798293250581
Decoded,decoded,GNN,Agglo,2,50,Pol,XGBClassifier,closest,0.1931972459270751
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,50,Pol,XGBClassifier,closest,0.1201270364623738
Encoded,encoded,GNN,Agglo,4,50,Pol,XGBClassifier,closest,0.2372559477631237
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,50,Pol,XGBClassifier,closest,0.2208672743728989
Original,original,,Agglo,1,50,Pol,XGBClassifier,closest,0.1464798293250581
Decoded,decoded,MLP,KIP,2,50,Pol,XGBClassifier,centroid,0.1872284716834755
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,Pol,XGBClassifier,centroid,0.17847006723558306
Encoded,encoded,MLP,KIP,3,50,Pol,XGBClassifier,centroid,0.28113524696146885
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,Pol,XGBClassifier,centroid,0.13938776829583652
Original,original,,KIP,4,50,Pol,XGBClassifier,centroid,0.4490512671321437
Decoded,decoded,GNN,KIP,1,50,Pol,XGBClassifier,centroid,0.2583915179725885
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,Pol,XGBClassifier,centroid,0.2643554434962503
Encoded,encoded,GNN,KIP,3,50,Pol,XGBClassifier,centroid,0.2846877424359968
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,Pol,XGBClassifier,centroid,0.22318496250323241
Original,original,,KIP,4,50,Pol,XGBClassifier,centroid,0.4490512671321437
Decoded,decoded,MLP,KMeans,2,50,Pol,XGBClassifier,centroid,0.15611746832169632
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,Pol,XGBClassifier,centroid,0.1338456814067752
Encoded,encoded,MLP,KMeans,3,50,Pol,XGBClassifier,centroid,0.19919834497026107
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,Pol,XGBClassifier,centroid,0.11893425135764153
Original,original,,KMeans,4,50,Pol,XGBClassifier,centroid,0.4922420480993018
Decoded,decoded,GNN,KMeans,0,50,Pol,XGBClassifier,centroid,0.15422646754590116
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,Pol,XGBClassifier,centroid,0.1566815360744763
Encoded,encoded,GNN,KMeans,3,50,Pol,XGBClassifier,centroid,0.25012606671838633
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,Pol,XGBClassifier,centroid,0.18502230411171444
Original,original,,KMeans,4,50,Pol,XGBClassifier,centroid,0.4922420480993018
Decoded,decoded,MLP,KMeans,2,50,Pol,XGBClassifier,closest,0.12314940522368753
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,Pol,XGBClassifier,closest,0.09501389966382197
Encoded,encoded,MLP,KMeans,4,50,Pol,XGBClassifier,closest,0.20109419446599425
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,Pol,XGBClassifier,closest,0.11951286527023523
Original,original,,KMeans,3,50,Pol,XGBClassifier,closest,0.1488363072148952
Decoded,decoded,GNN,KMeans,1,50,Pol,XGBClassifier,closest,0.16076415826221868
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,Pol,XGBClassifier,closest,0.20639869407809658
Encoded,encoded,GNN,KMeans,4,50,Pol,XGBClassifier,closest,0.2610421515386604
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,Pol,XGBClassifier,closest,0.19354958624256519
Original,original,,KMeans,0,50,Pol,XGBClassifier,closest,0.1488363072148952
Decoded,decoded,MLP,Agglo,2,50,RoadSafety,GaussianNB,centroid,0.0168516246484962
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,GaussianNB,centroid,0.1508438682302392
Encoded,encoded,MLP,Agglo,1,50,RoadSafety,GaussianNB,centroid,-0.0872255724889819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,GaussianNB,centroid,-0.1852973489062775
Original,original,,Agglo,3,50,RoadSafety,GaussianNB,centroid,0.0172597748737577
Decoded,decoded,GNN,Agglo,3,50,RoadSafety,GaussianNB,centroid,0.0976396412327643
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,RoadSafety,GaussianNB,centroid,0.1301607508025292
Encoded,encoded,GNN,Agglo,1,50,RoadSafety,GaussianNB,centroid,-0.1010429266779198
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,GaussianNB,centroid,-0.1204651324713536
Original,original,,Agglo,2,50,RoadSafety,GaussianNB,centroid,0.0172597748737577
Decoded,decoded,MLP,Agglo,3,50,RoadSafety,GaussianNB,closest,0.0786705470168119
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,GaussianNB,closest,0.1434212814472485
Encoded,encoded,MLP,Agglo,1,50,RoadSafety,GaussianNB,closest,-0.0841280266266715
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,GaussianNB,closest,-0.1906068476449838
Original,original,,Agglo,2,50,RoadSafety,GaussianNB,closest,-0.0101753294553231
Decoded,decoded,GNN,Agglo,3,50,RoadSafety,GaussianNB,closest,0.1373632346939846
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,RoadSafety,GaussianNB,closest,0.1781560988904288
Encoded,encoded,GNN,Agglo,1,50,RoadSafety,GaussianNB,closest,-0.0785217901265682
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,GaussianNB,closest,-0.1059587449627108
Original,original,,Agglo,2,50,RoadSafety,GaussianNB,closest,-0.0101753294553231
Decoded,decoded,MLP,KIP,4,50,RoadSafety,GaussianNB,centroid,0.16690068218763746
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,RoadSafety,GaussianNB,centroid,0.12743320845474948
Encoded,encoded,MLP,KIP,1,50,RoadSafety,GaussianNB,centroid,0.03005832344585522
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,RoadSafety,GaussianNB,centroid,-0.16637745668840462
Original,original,,KIP,3,50,RoadSafety,GaussianNB,centroid,0.15916517585440235
Decoded,decoded,GNN,KIP,3,50,RoadSafety,GaussianNB,centroid,0.15222656471892956
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,RoadSafety,GaussianNB,centroid,0.07899215320536598
Encoded,encoded,GNN,KIP,1,50,RoadSafety,GaussianNB,centroid,0.01782479079181958
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,RoadSafety,GaussianNB,centroid,-0.06571044559660852
Original,original,,KIP,4,50,RoadSafety,GaussianNB,centroid,0.15916517585440235
Decoded,decoded,MLP,KMeans,2,50,RoadSafety,GaussianNB,centroid,0.019140444006605195
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,GaussianNB,centroid,0.08895662514120858
Encoded,encoded,MLP,KMeans,1,50,RoadSafety,GaussianNB,centroid,-0.09078920496796432
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,GaussianNB,centroid,-0.1934656064638139
Original,original,,KMeans,3,50,RoadSafety,GaussianNB,centroid,0.0359425920656513
Decoded,decoded,GNN,KMeans,2,50,RoadSafety,GaussianNB,centroid,0.020911491488873342
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,RoadSafety,GaussianNB,centroid,0.13986639768810305
Encoded,encoded,GNN,KMeans,1,50,RoadSafety,GaussianNB,centroid,-0.0884133162679173
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,GaussianNB,centroid,-0.12811112679332926
Original,original,,KMeans,3,50,RoadSafety,GaussianNB,centroid,0.0359425920656513
Decoded,decoded,MLP,KMeans,3,50,RoadSafety,GaussianNB,closest,0.06535777715468091
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,GaussianNB,closest,0.09769957139629926
Encoded,encoded,MLP,KMeans,1,50,RoadSafety,GaussianNB,closest,-0.08917272377423774
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,GaussianNB,closest,-0.20229652463073838
Original,original,,KMeans,2,50,RoadSafety,GaussianNB,closest,0.010085079628990343
Decoded,decoded,GNN,KMeans,3,50,RoadSafety,GaussianNB,closest,0.08236983718379273
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,RoadSafety,GaussianNB,closest,0.10808650334942974
Encoded,encoded,GNN,KMeans,1,50,RoadSafety,GaussianNB,closest,-0.0685165354028385
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,GaussianNB,closest,-0.11854791880872806
Original,original,,KMeans,2,50,RoadSafety,GaussianNB,closest,0.010085079628990343
Decoded,decoded,MLP,Agglo,2,50,RoadSafety,KNeighborsClassifier,centroid,0.1039654260856656
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,KNeighborsClassifier,centroid,0.1530288950385736
Encoded,encoded,MLP,Agglo,3,50,RoadSafety,KNeighborsClassifier,centroid,0.1150887069324696
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,KNeighborsClassifier,centroid,-0.0167724292521888
Original,original,,Agglo,1,50,RoadSafety,KNeighborsClassifier,centroid,0.0923353537665692
Decoded,decoded,GNN,Agglo,4,50,RoadSafety,KNeighborsClassifier,centroid,0.165664952541085
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,RoadSafety,KNeighborsClassifier,centroid,0.1238865973818866
Encoded,encoded,GNN,Agglo,3,50,RoadSafety,KNeighborsClassifier,centroid,0.1356822751393794
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,KNeighborsClassifier,centroid,-0.0156099916047217
Original,original,,Agglo,1,50,RoadSafety,KNeighborsClassifier,centroid,0.0923353537665692
Decoded,decoded,MLP,Agglo,3,50,RoadSafety,KNeighborsClassifier,closest,0.1269567268670534
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,KNeighborsClassifier,closest,0.1801057804490109
Encoded,encoded,MLP,Agglo,2,50,RoadSafety,KNeighborsClassifier,closest,0.1183237583547016
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,KNeighborsClassifier,closest,0.0063928572882601
Original,original,,Agglo,1,50,RoadSafety,KNeighborsClassifier,closest,0.075482152487542
Decoded,decoded,GNN,Agglo,2,50,RoadSafety,KNeighborsClassifier,closest,0.1526234499737598
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,RoadSafety,KNeighborsClassifier,closest,0.180771946601191
Encoded,encoded,GNN,Agglo,3,50,RoadSafety,KNeighborsClassifier,closest,0.1601799336074543
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,KNeighborsClassifier,closest,-0.0198448568867578
Original,original,,Agglo,1,50,RoadSafety,KNeighborsClassifier,closest,0.075482152487542
Decoded,decoded,MLP,KIP,3,50,RoadSafety,KNeighborsClassifier,centroid,0.24886639471700614
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,RoadSafety,KNeighborsClassifier,centroid,0.21778781307419362
Encoded,encoded,MLP,KIP,1,50,RoadSafety,KNeighborsClassifier,centroid,0.212221996358602
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,RoadSafety,KNeighborsClassifier,centroid,0.06021644941841009
Original,original,,KIP,4,50,RoadSafety,KNeighborsClassifier,centroid,0.27841325780201165
Decoded,decoded,GNN,KIP,3,50,RoadSafety,KNeighborsClassifier,centroid,0.2317734588132152
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,RoadSafety,KNeighborsClassifier,centroid,0.22888806289789243
Encoded,encoded,GNN,KIP,1,50,RoadSafety,KNeighborsClassifier,centroid,0.1965857543404488
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,RoadSafety,KNeighborsClassifier,centroid,0.03156950597841266
Original,original,,KIP,4,50,RoadSafety,KNeighborsClassifier,centroid,0.27841325780201165
Decoded,decoded,MLP,KMeans,2,50,RoadSafety,KNeighborsClassifier,centroid,0.1148042435843815
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,KNeighborsClassifier,centroid,0.14055625378903663
Encoded,encoded,MLP,KMeans,1,50,RoadSafety,KNeighborsClassifier,centroid,0.10721738079298446
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,KNeighborsClassifier,centroid,-0.021873114396894638
Original,original,,KMeans,3,50,RoadSafety,KNeighborsClassifier,centroid,0.11774633444922675
Decoded,decoded,GNN,KMeans,4,50,RoadSafety,KNeighborsClassifier,centroid,0.1782872013355496
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,RoadSafety,KNeighborsClassifier,centroid,0.14964347728587868
Encoded,encoded,GNN,KMeans,2,50,RoadSafety,KNeighborsClassifier,centroid,0.14750651532784903
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,KNeighborsClassifier,centroid,-0.021405633166361283
Original,original,,KMeans,1,50,RoadSafety,KNeighborsClassifier,centroid,0.11774633444922675
Decoded,decoded,MLP,KMeans,3,50,RoadSafety,KNeighborsClassifier,closest,0.11961979376664808
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,KNeighborsClassifier,closest,0.1582649114656268
Encoded,encoded,MLP,KMeans,2,50,RoadSafety,KNeighborsClassifier,closest,0.10455919855050955
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,KNeighborsClassifier,closest,-0.00013545807679706014
Original,original,,KMeans,1,50,RoadSafety,KNeighborsClassifier,closest,0.10021075317775359
Decoded,decoded,GNN,KMeans,2,50,RoadSafety,KNeighborsClassifier,closest,0.14931606628025323
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,RoadSafety,KNeighborsClassifier,closest,0.18234992532153604
Encoded,encoded,GNN,KMeans,3,50,RoadSafety,KNeighborsClassifier,closest,0.15727453983000483
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,KNeighborsClassifier,closest,-0.00599440969214402
Original,original,,KMeans,1,50,RoadSafety,KNeighborsClassifier,closest,0.10021075317775359
Decoded,decoded,MLP,Agglo,1,50,RoadSafety,LogisticRegression,centroid,0.0164483038154184
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,LogisticRegression,centroid,0.0883625300619236
Encoded,encoded,MLP,Agglo,3,50,RoadSafety,LogisticRegression,centroid,0.021547712957427
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,RoadSafety,LogisticRegression,centroid,0.019814111867611
Original,original,,Agglo,0,50,RoadSafety,LogisticRegression,centroid,0.0026833360635721
Decoded,decoded,GNN,Agglo,4,50,RoadSafety,LogisticRegression,centroid,0.1071541315556849
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,RoadSafety,LogisticRegression,centroid,0.07521321597136
Encoded,encoded,GNN,Agglo,2,50,RoadSafety,LogisticRegression,centroid,0.0304624155529443
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,RoadSafety,LogisticRegression,centroid,0.0129770545430303
Original,original,,Agglo,0,50,RoadSafety,LogisticRegression,centroid,0.0026833360635721
Decoded,decoded,MLP,Agglo,2,50,RoadSafety,LogisticRegression,closest,0.0203361248878312
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,LogisticRegression,closest,0.0945109415165879
Encoded,encoded,MLP,Agglo,3,50,RoadSafety,LogisticRegression,closest,0.0315849675819094
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,LogisticRegression,closest,-0.0083109217828811
Original,original,,Agglo,1,50,RoadSafety,LogisticRegression,closest,0.0124621755562142
Decoded,decoded,GNN,Agglo,4,50,RoadSafety,LogisticRegression,closest,0.1160555365607185
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,RoadSafety,LogisticRegression,closest,0.1029826319943557
Encoded,encoded,GNN,Agglo,2,50,RoadSafety,LogisticRegression,closest,0.0645622796108923
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,RoadSafety,LogisticRegression,closest,0.016348829992195
Original,original,,Agglo,0,50,RoadSafety,LogisticRegression,closest,0.0124621755562142
Decoded,decoded,MLP,KIP,4,50,RoadSafety,LogisticRegression,centroid,0.19455138663360683
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,RoadSafety,LogisticRegression,centroid,0.12760278420572074
Encoded,encoded,MLP,KIP,1,50,RoadSafety,LogisticRegression,centroid,0.1147703616076344
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,RoadSafety,LogisticRegression,centroid,0.00969028249564336
Original,original,,KIP,3,50,RoadSafety,LogisticRegression,centroid,0.13408788899956098
Decoded,decoded,GNN,KIP,4,50,RoadSafety,LogisticRegression,centroid,0.18148137904231382
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,RoadSafety,LogisticRegression,centroid,0.1394163326189078
Encoded,encoded,GNN,KIP,1,50,RoadSafety,LogisticRegression,centroid,0.11077187732646532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,RoadSafety,LogisticRegression,centroid,0.021267344412229078
Original,original,,KIP,2,50,RoadSafety,LogisticRegression,centroid,0.13408788899956098
Decoded,decoded,MLP,KMeans,2,50,RoadSafety,LogisticRegression,centroid,0.017190497265151122
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,LogisticRegression,centroid,0.08814378469846462
Encoded,encoded,MLP,KMeans,3,50,RoadSafety,LogisticRegression,centroid,0.023157095142597582
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,RoadSafety,LogisticRegression,centroid,0.0019179275812602002
Original,original,,KMeans,0,50,RoadSafety,LogisticRegression,centroid,-0.0041031759632672
Decoded,decoded,GNN,KMeans,4,50,RoadSafety,LogisticRegression,centroid,0.21001482836202184
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,RoadSafety,LogisticRegression,centroid,0.10078926258387474
Encoded,encoded,GNN,KMeans,2,50,RoadSafety,LogisticRegression,centroid,0.029354796470311438
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,LogisticRegression,centroid,-0.007672497030316661
Original,original,,KMeans,1,50,RoadSafety,LogisticRegression,centroid,-0.0041031759632672
Decoded,decoded,MLP,KMeans,2,50,RoadSafety,LogisticRegression,closest,0.0306198887580156
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,LogisticRegression,closest,0.10759273729795409
Encoded,encoded,MLP,KMeans,3,50,RoadSafety,LogisticRegression,closest,0.041172571617616636
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,LogisticRegression,closest,-0.00282308052456066
Original,original,,KMeans,1,50,RoadSafety,LogisticRegression,closest,0.0190075200868208
Decoded,decoded,GNN,KMeans,3,50,RoadSafety,LogisticRegression,closest,0.08882822861238197
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,RoadSafety,LogisticRegression,closest,0.09312127517120036
Encoded,encoded,GNN,KMeans,2,50,RoadSafety,LogisticRegression,closest,0.04207756556798722
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,LogisticRegression,closest,0.007452929859246921
Original,original,,KMeans,1,50,RoadSafety,LogisticRegression,closest,0.0190075200868208
Decoded,decoded,MLP,Agglo,3,50,RoadSafety,MLPClassifier,centroid,0.1761379124425486
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,MLPClassifier,centroid,0.2211279539740909
Encoded,encoded,MLP,Agglo,1,50,RoadSafety,MLPClassifier,centroid,0.1248645789777504
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,MLPClassifier,centroid,0.0852021322185105
Original,original,,Agglo,2,50,RoadSafety,MLPClassifier,centroid,0.1271059146102811
Decoded,decoded,GNN,Agglo,4,50,RoadSafety,MLPClassifier,centroid,0.2330425873877305
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,RoadSafety,MLPClassifier,centroid,0.2064325329142096
Encoded,encoded,GNN,Agglo,2,50,RoadSafety,MLPClassifier,centroid,0.1444249741480486
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,MLPClassifier,centroid,0.1139623761758539
Original,original,,Agglo,1,50,RoadSafety,MLPClassifier,centroid,0.1271059146102811
Decoded,decoded,MLP,Agglo,3,50,RoadSafety,MLPClassifier,closest,0.1664561936501294
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,MLPClassifier,closest,0.2056647451326968
Encoded,encoded,MLP,Agglo,2,50,RoadSafety,MLPClassifier,closest,0.1331366130980279
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,RoadSafety,MLPClassifier,closest,0.0910006303122352
Original,original,,Agglo,1,50,RoadSafety,MLPClassifier,closest,0.1238632072844753
Decoded,decoded,GNN,Agglo,4,50,RoadSafety,MLPClassifier,closest,0.2310223102196894
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,RoadSafety,MLPClassifier,closest,0.2107652769735183
Encoded,encoded,GNN,Agglo,2,50,RoadSafety,MLPClassifier,closest,0.1796079040626739
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,MLPClassifier,closest,0.1165862175696753
Original,original,,Agglo,1,50,RoadSafety,MLPClassifier,closest,0.1238632072844753
Decoded,decoded,MLP,KIP,4,50,RoadSafety,MLPClassifier,centroid,0.2779548604647648
Decoded-FT,decoded,MLP-MultiHead,KIP,3,50,RoadSafety,MLPClassifier,centroid,0.2349679091215527
Encoded,encoded,MLP,KIP,2,50,RoadSafety,MLPClassifier,centroid,0.212925735848352
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,RoadSafety,MLPClassifier,centroid,0.09819092696075951
Original,original,,KIP,1,50,RoadSafety,MLPClassifier,centroid,0.18158395662498472
Decoded,decoded,GNN,KIP,4,50,RoadSafety,MLPClassifier,centroid,0.26847286629328526
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,RoadSafety,MLPClassifier,centroid,0.24278408152527692
Encoded,encoded,GNN,KIP,2,50,RoadSafety,MLPClassifier,centroid,0.210159949223792
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,RoadSafety,MLPClassifier,centroid,0.11085379812790112
Original,original,,KIP,1,50,RoadSafety,MLPClassifier,centroid,0.18158395662498472
Decoded,decoded,MLP,KMeans,3,50,RoadSafety,MLPClassifier,centroid,0.16009434373490858
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,MLPClassifier,centroid,0.2165102845820357
Encoded,encoded,MLP,KMeans,1,50,RoadSafety,MLPClassifier,centroid,0.12534587712912537
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,MLPClassifier,centroid,0.08006740166384782
Original,original,,KMeans,2,50,RoadSafety,MLPClassifier,centroid,0.14154818697286692
Decoded,decoded,GNN,KMeans,4,50,RoadSafety,MLPClassifier,centroid,0.2634977567920067
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,RoadSafety,MLPClassifier,centroid,0.2241292300755136
Encoded,encoded,GNN,KMeans,2,50,RoadSafety,MLPClassifier,centroid,0.15221860997013417
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,MLPClassifier,centroid,0.0826193241161658
Original,original,,KMeans,1,50,RoadSafety,MLPClassifier,centroid,0.14154818697286692
Decoded,decoded,MLP,KMeans,3,50,RoadSafety,MLPClassifier,closest,0.16336830564880506
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,RoadSafety,MLPClassifier,closest,0.2238156290317435
Encoded,encoded,MLP,KMeans,1,50,RoadSafety,MLPClassifier,closest,0.13932169925272134
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,MLPClassifier,closest,0.08882103830940313
Original,original,,KMeans,2,50,RoadSafety,MLPClassifier,closest,0.14935798966091648
Decoded,decoded,GNN,KMeans,4,50,RoadSafety,MLPClassifier,closest,0.20861238132899632
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,RoadSafety,MLPClassifier,closest,0.20640371331734136
Encoded,encoded,GNN,KMeans,1,50,RoadSafety,MLPClassifier,closest,0.146763202139634
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,MLPClassifier,closest,0.0960847019813319
Original,original,,KMeans,2,50,RoadSafety,MLPClassifier,closest,0.14935798966091648
Decoded,decoded,MLP,Agglo,1,50,RoadSafety,XGBClassifier,centroid,0.1351938903089506
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,RoadSafety,XGBClassifier,centroid,0.1666972572088809
Encoded,encoded,MLP,Agglo,4,50,RoadSafety,XGBClassifier,centroid,0.1832236326704157
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,RoadSafety,XGBClassifier,centroid,0.1492754954264837
Original,original,,Agglo,0,50,RoadSafety,XGBClassifier,centroid,0.1337471568367291
Decoded,decoded,GNN,Agglo,1,50,RoadSafety,XGBClassifier,centroid,0.1495030356648368
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,RoadSafety,XGBClassifier,centroid,0.1960939267796816
Encoded,encoded,GNN,Agglo,3,50,RoadSafety,XGBClassifier,centroid,0.193806800947705
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,RoadSafety,XGBClassifier,centroid,0.1511789076147039
Original,original,,Agglo,0,50,RoadSafety,XGBClassifier,centroid,0.1337471568367291
Decoded,decoded,MLP,Agglo,1,50,RoadSafety,XGBClassifier,closest,0.1430342892614428
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,RoadSafety,XGBClassifier,closest,0.2212078235774839
Encoded,encoded,MLP,Agglo,3,50,RoadSafety,XGBClassifier,closest,0.1778950120604408
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,RoadSafety,XGBClassifier,closest,0.1669329248572723
Original,original,,Agglo,0,50,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,GNN,Agglo,2,50,RoadSafety,XGBClassifier,closest,0.181930012338589
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,RoadSafety,XGBClassifier,closest,0.2148131137931301
Encoded,encoded,GNN,Agglo,4,50,RoadSafety,XGBClassifier,closest,0.230347527508377
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,RoadSafety,XGBClassifier,closest,0.1232355914959211
Original,original,,Agglo,1,50,RoadSafety,XGBClassifier,closest,0.1340516214219349
Decoded,decoded,MLP,KIP,3,50,RoadSafety,XGBClassifier,centroid,0.2721688948089932
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,RoadSafety,XGBClassifier,centroid,0.21419395044270403
Encoded,encoded,MLP,KIP,4,50,RoadSafety,XGBClassifier,centroid,0.28499708439380894
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,RoadSafety,XGBClassifier,centroid,0.15703938048903243
Original,original,,KIP,2,50,RoadSafety,XGBClassifier,centroid,0.24810881525045736
Decoded,decoded,GNN,KIP,3,50,RoadSafety,XGBClassifier,centroid,0.2555718517441994
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,RoadSafety,XGBClassifier,centroid,0.2321827420995172
Encoded,encoded,GNN,KIP,4,50,RoadSafety,XGBClassifier,centroid,0.2652676248970883
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,RoadSafety,XGBClassifier,centroid,0.15729832794566254
Original,original,,KIP,2,50,RoadSafety,XGBClassifier,centroid,0.24810881525045736
Decoded,decoded,MLP,KMeans,0,50,RoadSafety,XGBClassifier,centroid,0.1369459710303508
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,RoadSafety,XGBClassifier,centroid,0.16313505062086955
Encoded,encoded,MLP,KMeans,3,50,RoadSafety,XGBClassifier,centroid,0.17442643141988795
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,RoadSafety,XGBClassifier,centroid,0.13858831991105935
Original,original,,KMeans,4,50,RoadSafety,XGBClassifier,centroid,0.3516275061413706
Decoded,decoded,GNN,KMeans,4,50,RoadSafety,XGBClassifier,centroid,0.3627270455560493
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,RoadSafety,XGBClassifier,centroid,0.17968921910046332
Encoded,encoded,GNN,KMeans,2,50,RoadSafety,XGBClassifier,centroid,0.21131508196125237
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,XGBClassifier,centroid,0.12220761488012351
Original,original,,KMeans,3,50,RoadSafety,XGBClassifier,centroid,0.3516275061413706
Decoded,decoded,MLP,KMeans,2,50,RoadSafety,XGBClassifier,closest,0.1380036349410052
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,RoadSafety,XGBClassifier,closest,0.18882867784691953
Encoded,encoded,MLP,KMeans,4,50,RoadSafety,XGBClassifier,closest,0.19404739044664443
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,RoadSafety,XGBClassifier,closest,0.13132611126531488
Original,original,,KMeans,1,50,RoadSafety,XGBClassifier,closest,0.13382390683020448
Decoded,decoded,GNN,KMeans,2,50,RoadSafety,XGBClassifier,closest,0.16733427725103778
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,RoadSafety,XGBClassifier,closest,0.21504754643843174
Encoded,encoded,GNN,KMeans,4,50,RoadSafety,XGBClassifier,closest,0.2277848888327405
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,RoadSafety,XGBClassifier,closest,0.1161750770165179
Original,original,,KMeans,1,50,RoadSafety,XGBClassifier,closest,0.13382390683020448
Decoded,decoded,MLP,Agglo,4,50,TencentCTRSmall,GaussianNB,centroid,0.0166177815557272
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,TencentCTRSmall,GaussianNB,centroid,-0.0129621710593058
Encoded,encoded,MLP,Agglo,1,50,TencentCTRSmall,GaussianNB,centroid,-0.1247353894902452
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,GaussianNB,centroid,-0.1412320130070014
Original,original,,Agglo,3,50,TencentCTRSmall,GaussianNB,centroid,0.0071672612814655
Decoded,decoded,GNN,Agglo,2,50,TencentCTRSmall,GaussianNB,centroid,-0.0589956558949376
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,TencentCTRSmall,GaussianNB,centroid,-0.0510753597205365
Encoded,encoded,GNN,Agglo,1,50,TencentCTRSmall,GaussianNB,centroid,-0.1119857763940468
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,GaussianNB,centroid,-0.1309279758936081
Original,original,,Agglo,4,50,TencentCTRSmall,GaussianNB,centroid,0.0071672612814655
Decoded,decoded,MLP,Agglo,4,50,TencentCTRSmall,GaussianNB,closest,0.0132558875174177
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,TencentCTRSmall,GaussianNB,closest,-0.0688768958962592
Encoded,encoded,MLP,Agglo,0,50,TencentCTRSmall,GaussianNB,closest,-0.1166985729051591
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,50,TencentCTRSmall,GaussianNB,closest,-0.0643990725516365
Original,original,,Agglo,3,50,TencentCTRSmall,GaussianNB,closest,-0.0064281392733879
Decoded,decoded,GNN,Agglo,1,50,TencentCTRSmall,GaussianNB,closest,-0.0808798508384154
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,TencentCTRSmall,GaussianNB,closest,-0.0611326363622134
Encoded,encoded,GNN,Agglo,2,50,TencentCTRSmall,GaussianNB,closest,-0.064943800640727
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,GaussianNB,closest,-0.1266443532334606
Original,original,,Agglo,4,50,TencentCTRSmall,GaussianNB,closest,-0.0064281392733879
Decoded,decoded,MLP,KIP,3,50,TencentCTRSmall,GaussianNB,centroid,0.0006513548927654406
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,TencentCTRSmall,GaussianNB,centroid,0.0035495247493797207
Encoded,encoded,MLP,KIP,1,50,TencentCTRSmall,GaussianNB,centroid,-0.06993756013216461
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TencentCTRSmall,GaussianNB,centroid,-0.09334196962778592
Original,original,,KIP,2,50,TencentCTRSmall,GaussianNB,centroid,-0.018036741223626578
Decoded,decoded,GNN,KIP,4,50,TencentCTRSmall,GaussianNB,centroid,-0.0007972469492617997
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,TencentCTRSmall,GaussianNB,centroid,-0.005239785672008739
Encoded,encoded,GNN,KIP,1,50,TencentCTRSmall,GaussianNB,centroid,-0.07094678534099794
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TencentCTRSmall,GaussianNB,centroid,-0.0837136736025617
Original,original,,KIP,2,50,TencentCTRSmall,GaussianNB,centroid,-0.018036741223626578
Decoded,decoded,MLP,KMeans,4,50,TencentCTRSmall,GaussianNB,centroid,0.02511762667826592
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TencentCTRSmall,GaussianNB,centroid,0.02277048435583054
Encoded,encoded,MLP,KMeans,1,50,TencentCTRSmall,GaussianNB,centroid,-0.098885210777307
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TencentCTRSmall,GaussianNB,centroid,-0.1463698095036211
Original,original,,KMeans,2,50,TencentCTRSmall,GaussianNB,centroid,-0.051592841743446784
Decoded,decoded,GNN,KMeans,3,50,TencentCTRSmall,GaussianNB,centroid,-0.03423334883718232
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,TencentCTRSmall,GaussianNB,centroid,-0.0246183086994757
Encoded,encoded,GNN,KMeans,1,50,TencentCTRSmall,GaussianNB,centroid,-0.09595720551205303
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TencentCTRSmall,GaussianNB,centroid,-0.13843560044436196
Original,original,,KMeans,2,50,TencentCTRSmall,GaussianNB,centroid,-0.051592841743446784
Decoded,decoded,MLP,KMeans,3,50,TencentCTRSmall,GaussianNB,closest,0.016772214577650178
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,TencentCTRSmall,GaussianNB,closest,0.03240971745442894
Encoded,encoded,MLP,KMeans,1,50,TencentCTRSmall,GaussianNB,closest,-0.08457213724519844
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TencentCTRSmall,GaussianNB,closest,-0.09734323801912201
Original,original,,KMeans,2,50,TencentCTRSmall,GaussianNB,closest,-0.04022551240478608
Decoded,decoded,GNN,KMeans,3,50,TencentCTRSmall,GaussianNB,closest,-0.018179618821737083
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,TencentCTRSmall,GaussianNB,closest,-0.014693938755094383
Encoded,encoded,GNN,KMeans,1,50,TencentCTRSmall,GaussianNB,closest,-0.0788396808616095
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TencentCTRSmall,GaussianNB,closest,-0.12347105607878087
Original,original,,KMeans,2,50,TencentCTRSmall,GaussianNB,closest,-0.04022551240478608
Decoded,decoded,MLP,Agglo,4,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0183609104181485
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0262005390633773
Encoded,encoded,MLP,Agglo,2,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.042060045670647
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0986369932242727
Original,original,,Agglo,1,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0576064088645977
Decoded,decoded,GNN,Agglo,3,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0276906375173136
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0278429977913376
Encoded,encoded,GNN,Agglo,4,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0275768352487552
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0881121551304609
Original,original,,Agglo,1,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0576064088645977
Decoded,decoded,MLP,Agglo,3,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0326425335978738
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0511324074420694
Encoded,encoded,MLP,Agglo,2,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.038640923894733
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0713227641972075
Original,original,,Agglo,4,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0087483622206416
Decoded,decoded,GNN,Agglo,2,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0210479916145696
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0473821734735895
Encoded,encoded,GNN,Agglo,4,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0081147755774342
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0721676711713398
Original,original,,Agglo,3,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.0087483622206416
Decoded,decoded,MLP,KIP,3,50,TencentCTRSmall,KNeighborsClassifier,centroid,0.004748624265338979
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.006652865645940201
Encoded,encoded,MLP,KIP,0,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.013981582001272742
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0087742297757646
Original,original,,KIP,4,50,TencentCTRSmall,KNeighborsClassifier,centroid,0.05338505596526032
Decoded,decoded,GNN,KIP,3,50,TencentCTRSmall,KNeighborsClassifier,centroid,0.02058042900460442
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,TencentCTRSmall,KNeighborsClassifier,centroid,0.00367686145322502
Encoded,encoded,GNN,KIP,1,50,TencentCTRSmall,KNeighborsClassifier,centroid,0.0027747538651593006
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.027331711151873616
Original,original,,KIP,4,50,TencentCTRSmall,KNeighborsClassifier,centroid,0.05338505596526032
Decoded,decoded,MLP,KMeans,3,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0543612473327593
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06178422490922012
Encoded,encoded,MLP,KMeans,4,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04202863774192336
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07424403848313554
Original,original,,KMeans,0,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07429577359338144
Decoded,decoded,GNN,KMeans,4,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.022894059072361743
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05321510126155795
Encoded,encoded,GNN,KMeans,3,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02643458241305726
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.044384981095346845
Original,original,,KMeans,0,50,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07429577359338144
Decoded,decoded,MLP,KMeans,3,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.028801033204806627
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.043662785909482256
Encoded,encoded,MLP,KMeans,4,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.026133942275296678
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.05315172387975894
Original,original,,KMeans,2,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.032872197057612365
Decoded,decoded,GNN,KMeans,2,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.04174428181035446
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.057603414068056705
Encoded,encoded,GNN,KMeans,4,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.01697862463968848
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.069489349754801
Original,original,,KMeans,3,50,TencentCTRSmall,KNeighborsClassifier,closest,-0.032872197057612365
Decoded,decoded,MLP,Agglo,3,50,TencentCTRSmall,LogisticRegression,centroid,0.0814331546956748
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,TencentCTRSmall,LogisticRegression,centroid,0.0950385193469912
Encoded,encoded,MLP,Agglo,1,50,TencentCTRSmall,LogisticRegression,centroid,0.0648626767142056
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,LogisticRegression,centroid,0.0623166567043054
Original,original,,Agglo,2,50,TencentCTRSmall,LogisticRegression,centroid,0.0727442314075692
Decoded,decoded,GNN,Agglo,4,50,TencentCTRSmall,LogisticRegression,centroid,0.1162278519372672
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,50,TencentCTRSmall,LogisticRegression,centroid,0.1100050143528627
Encoded,encoded,GNN,Agglo,0,50,TencentCTRSmall,LogisticRegression,centroid,0.0605600280957851
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,TencentCTRSmall,LogisticRegression,centroid,0.07832149513749
Original,original,,Agglo,1,50,TencentCTRSmall,LogisticRegression,centroid,0.0727442314075692
Decoded,decoded,MLP,Agglo,4,50,TencentCTRSmall,LogisticRegression,closest,0.1150723357317906
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,TencentCTRSmall,LogisticRegression,closest,0.0911875477117921
Encoded,encoded,MLP,Agglo,0,50,TencentCTRSmall,LogisticRegression,closest,0.0731166161272117
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,50,TencentCTRSmall,LogisticRegression,closest,0.0734894823788191
Original,original,,Agglo,3,50,TencentCTRSmall,LogisticRegression,closest,0.0941996906638656
Decoded,decoded,GNN,Agglo,3,50,TencentCTRSmall,LogisticRegression,closest,0.1009408171533241
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,TencentCTRSmall,LogisticRegression,closest,0.1191340578570287
Encoded,encoded,GNN,Agglo,1,50,TencentCTRSmall,LogisticRegression,closest,0.0884396052978787
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,LogisticRegression,closest,0.0746143410491874
Original,original,,Agglo,2,50,TencentCTRSmall,LogisticRegression,closest,0.0941996906638656
Decoded,decoded,MLP,KIP,2,50,TencentCTRSmall,LogisticRegression,centroid,0.12098724967560796
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,TencentCTRSmall,LogisticRegression,centroid,0.13313694319656316
Encoded,encoded,MLP,KIP,1,50,TencentCTRSmall,LogisticRegression,centroid,0.10658206043033544
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TencentCTRSmall,LogisticRegression,centroid,0.07247059284289405
Original,original,,KIP,3,50,TencentCTRSmall,LogisticRegression,centroid,0.12248924418100712
Decoded,decoded,GNN,KIP,3,50,TencentCTRSmall,LogisticRegression,centroid,0.12485302039319963
Decoded-FT,decoded,GNN-MultiHead,KIP,4,50,TencentCTRSmall,LogisticRegression,centroid,0.12858046302829668
Encoded,encoded,GNN,KIP,1,50,TencentCTRSmall,LogisticRegression,centroid,0.10919828780074077
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TencentCTRSmall,LogisticRegression,centroid,0.09246697814294305
Original,original,,KIP,2,50,TencentCTRSmall,LogisticRegression,centroid,0.12248924418100712
Decoded,decoded,MLP,KMeans,2,50,TencentCTRSmall,LogisticRegression,centroid,0.07656538016306595
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TencentCTRSmall,LogisticRegression,centroid,0.07823976311195484
Encoded,encoded,MLP,KMeans,4,50,TencentCTRSmall,LogisticRegression,centroid,0.10003816943376338
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,LogisticRegression,centroid,0.0661968412787177
Original,original,,KMeans,0,50,TencentCTRSmall,LogisticRegression,centroid,0.03058023317703868
Decoded,decoded,GNN,KMeans,3,50,TencentCTRSmall,LogisticRegression,centroid,0.09126058005982551
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,TencentCTRSmall,LogisticRegression,centroid,0.09853880730310638
Encoded,encoded,GNN,KMeans,2,50,TencentCTRSmall,LogisticRegression,centroid,0.07059345283458612
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,TencentCTRSmall,LogisticRegression,centroid,0.06679429403882678
Original,original,,KMeans,0,50,TencentCTRSmall,LogisticRegression,centroid,0.03058023317703868
Decoded,decoded,MLP,KMeans,4,50,TencentCTRSmall,LogisticRegression,closest,0.1105644260877325
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,TencentCTRSmall,LogisticRegression,closest,0.08901044539138593
Encoded,encoded,MLP,KMeans,3,50,TencentCTRSmall,LogisticRegression,closest,0.10769327569502718
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,LogisticRegression,closest,0.07528582132339104
Original,original,,KMeans,0,50,TencentCTRSmall,LogisticRegression,closest,0.061618371150713655
Decoded,decoded,GNN,KMeans,4,50,TencentCTRSmall,LogisticRegression,closest,0.09928290259764025
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,TencentCTRSmall,LogisticRegression,closest,0.08810641728019186
Encoded,encoded,GNN,KMeans,2,50,TencentCTRSmall,LogisticRegression,closest,0.08459094501611204
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,TencentCTRSmall,LogisticRegression,closest,0.062340444383379046
Original,original,,KMeans,0,50,TencentCTRSmall,LogisticRegression,closest,0.061618371150713655
Decoded,decoded,MLP,Agglo,3,50,TencentCTRSmall,MLPClassifier,centroid,-0.0677975093194111
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,TencentCTRSmall,MLPClassifier,centroid,-0.0509251507194331
Encoded,encoded,MLP,Agglo,1,50,TencentCTRSmall,MLPClassifier,centroid,-0.1045074235059812
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,MLPClassifier,centroid,-0.1239585833106344
Original,original,,Agglo,2,50,TencentCTRSmall,MLPClassifier,centroid,-0.1035064211532689
Decoded,decoded,GNN,Agglo,3,50,TencentCTRSmall,MLPClassifier,centroid,-0.0775432481629322
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,TencentCTRSmall,MLPClassifier,centroid,-0.0683403539177022
Encoded,encoded,GNN,Agglo,0,50,TencentCTRSmall,MLPClassifier,centroid,-0.1311097024501698
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,TencentCTRSmall,MLPClassifier,centroid,-0.1000572166694574
Original,original,,Agglo,1,50,TencentCTRSmall,MLPClassifier,centroid,-0.1035064211532689
Decoded,decoded,MLP,Agglo,4,50,TencentCTRSmall,MLPClassifier,closest,-0.0670081276221093
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,TencentCTRSmall,MLPClassifier,closest,-0.0871558801220109
Encoded,encoded,MLP,Agglo,1,50,TencentCTRSmall,MLPClassifier,closest,-0.0908467989916286
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,MLPClassifier,closest,-0.1245857289357393
Original,original,,Agglo,3,50,TencentCTRSmall,MLPClassifier,closest,-0.0704854967510347
Decoded,decoded,GNN,Agglo,0,50,TencentCTRSmall,MLPClassifier,closest,-0.0759936139560833
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,TencentCTRSmall,MLPClassifier,closest,-0.0644297122344904
Encoded,encoded,GNN,Agglo,2,50,TencentCTRSmall,MLPClassifier,closest,-0.0709091238789122
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,TencentCTRSmall,MLPClassifier,closest,-0.0752242947457119
Original,original,,Agglo,3,50,TencentCTRSmall,MLPClassifier,closest,-0.0704854967510347
Decoded,decoded,MLP,KIP,3,50,TencentCTRSmall,MLPClassifier,centroid,-0.038529350260928144
Decoded-FT,decoded,MLP-MultiHead,KIP,4,50,TencentCTRSmall,MLPClassifier,centroid,-0.03296579114488137
Encoded,encoded,MLP,KIP,1,50,TencentCTRSmall,MLPClassifier,centroid,-0.07987964051109961
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TencentCTRSmall,MLPClassifier,centroid,-0.09885450915968276
Original,original,,KIP,2,50,TencentCTRSmall,MLPClassifier,centroid,-0.07250686947268845
Decoded,decoded,GNN,KIP,4,50,TencentCTRSmall,MLPClassifier,centroid,-0.035746953395614546
Decoded-FT,decoded,GNN-MultiHead,KIP,3,50,TencentCTRSmall,MLPClassifier,centroid,-0.04024183784726432
Encoded,encoded,GNN,KIP,2,50,TencentCTRSmall,MLPClassifier,centroid,-0.06387575610497634
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TencentCTRSmall,MLPClassifier,centroid,-0.0798126240884108
Original,original,,KIP,1,50,TencentCTRSmall,MLPClassifier,centroid,-0.07250686947268845
Decoded,decoded,MLP,KMeans,4,50,TencentCTRSmall,MLPClassifier,centroid,-0.08344177364730616
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TencentCTRSmall,MLPClassifier,centroid,-0.08479815209062698
Encoded,encoded,MLP,KMeans,2,50,TencentCTRSmall,MLPClassifier,centroid,-0.10878972275957974
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,MLPClassifier,centroid,-0.11096573095742049
Original,original,,KMeans,0,50,TencentCTRSmall,MLPClassifier,centroid,-0.11923714708349317
Decoded,decoded,GNN,KMeans,4,50,TencentCTRSmall,MLPClassifier,centroid,-0.06711310844314342
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,TencentCTRSmall,MLPClassifier,centroid,-0.07870131663928659
Encoded,encoded,GNN,KMeans,0,50,TencentCTRSmall,MLPClassifier,centroid,-0.14289321124023988
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,TencentCTRSmall,MLPClassifier,centroid,-0.12382331585067652
Original,original,,KMeans,2,50,TencentCTRSmall,MLPClassifier,centroid,-0.11923714708349317
Decoded,decoded,MLP,KMeans,4,50,TencentCTRSmall,MLPClassifier,closest,-0.06214359184876598
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TencentCTRSmall,MLPClassifier,closest,-0.062468141156571656
Encoded,encoded,MLP,KMeans,2,50,TencentCTRSmall,MLPClassifier,closest,-0.06322222059321696
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TencentCTRSmall,MLPClassifier,closest,-0.11710357876185137
Original,original,,KMeans,1,50,TencentCTRSmall,MLPClassifier,closest,-0.09550851073844624
Decoded,decoded,GNN,KMeans,4,50,TencentCTRSmall,MLPClassifier,closest,-0.06285384246780945
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,50,TencentCTRSmall,MLPClassifier,closest,-0.08890768246638957
Encoded,encoded,GNN,KMeans,2,50,TencentCTRSmall,MLPClassifier,closest,-0.09327343394927737
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TencentCTRSmall,MLPClassifier,closest,-0.11758824214804428
Original,original,,KMeans,1,50,TencentCTRSmall,MLPClassifier,closest,-0.09550851073844624
Decoded,decoded,MLP,Agglo,1,50,TencentCTRSmall,XGBClassifier,centroid,0.1269336167065174
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,TencentCTRSmall,XGBClassifier,centroid,0.1270428918112183
Encoded,encoded,MLP,Agglo,3,50,TencentCTRSmall,XGBClassifier,centroid,0.1620422811562215
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,XGBClassifier,centroid,0.1152692439808937
Original,original,,Agglo,4,50,TencentCTRSmall,XGBClassifier,centroid,0.210798575253312
Decoded,decoded,GNN,Agglo,3,50,TencentCTRSmall,XGBClassifier,centroid,0.1739194032607252
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TencentCTRSmall,XGBClassifier,centroid,0.1576739422146348
Encoded,encoded,GNN,Agglo,1,50,TencentCTRSmall,XGBClassifier,centroid,0.1086867123510813
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,XGBClassifier,centroid,0.1016813472099651
Original,original,,Agglo,4,50,TencentCTRSmall,XGBClassifier,centroid,0.210798575253312
Decoded,decoded,MLP,Agglo,3,50,TencentCTRSmall,XGBClassifier,closest,0.1160620764119887
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,TencentCTRSmall,XGBClassifier,closest,0.1136351343448831
Encoded,encoded,MLP,Agglo,4,50,TencentCTRSmall,XGBClassifier,closest,0.1464250343777598
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TencentCTRSmall,XGBClassifier,closest,0.0968122554930338
Original,original,,Agglo,2,50,TencentCTRSmall,XGBClassifier,closest,0.1153882393961992
Decoded,decoded,GNN,Agglo,4,50,TencentCTRSmall,XGBClassifier,closest,0.1455395454375135
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TencentCTRSmall,XGBClassifier,closest,0.1175241992619776
Encoded,encoded,GNN,Agglo,3,50,TencentCTRSmall,XGBClassifier,closest,0.1438678087927108
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TencentCTRSmall,XGBClassifier,closest,0.1085420051464341
Original,original,,Agglo,1,50,TencentCTRSmall,XGBClassifier,closest,0.1153882393961992
Decoded,decoded,MLP,KIP,0,50,TencentCTRSmall,XGBClassifier,centroid,0.13866380534168693
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,TencentCTRSmall,XGBClassifier,centroid,0.14716070511133125
Encoded,encoded,MLP,KIP,3,50,TencentCTRSmall,XGBClassifier,centroid,0.15914161504842045
Encoded-FT,encoded,MLP-MultiHead,KIP,1,50,TencentCTRSmall,XGBClassifier,centroid,0.14304835525289503
Original,original,,KIP,4,50,TencentCTRSmall,XGBClassifier,centroid,0.1685465799635864
Decoded,decoded,GNN,KIP,2,50,TencentCTRSmall,XGBClassifier,centroid,0.14645275294090349
Decoded-FT,decoded,GNN-MultiHead,KIP,0,50,TencentCTRSmall,XGBClassifier,centroid,0.14504418586676243
Encoded,encoded,GNN,KIP,3,50,TencentCTRSmall,XGBClassifier,centroid,0.15489822913186488
Encoded-FT,encoded,GNN-MultiHead,KIP,1,50,TencentCTRSmall,XGBClassifier,centroid,0.14628274157284343
Original,original,,KIP,4,50,TencentCTRSmall,XGBClassifier,centroid,0.1685465799635864
Decoded,decoded,MLP,KMeans,0,50,TencentCTRSmall,XGBClassifier,centroid,0.09954983987356071
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,TencentCTRSmall,XGBClassifier,centroid,0.1204725889592636
Encoded,encoded,MLP,KMeans,3,50,TencentCTRSmall,XGBClassifier,centroid,0.14288430149456047
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,XGBClassifier,centroid,0.11801109275575042
Original,original,,KMeans,4,50,TencentCTRSmall,XGBClassifier,centroid,0.20142781956030645
Decoded,decoded,GNN,KMeans,0,50,TencentCTRSmall,XGBClassifier,centroid,0.10317096913221294
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,TencentCTRSmall,XGBClassifier,centroid,0.11494464831837839
Encoded,encoded,GNN,KMeans,3,50,TencentCTRSmall,XGBClassifier,centroid,0.13660576473994945
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,50,TencentCTRSmall,XGBClassifier,centroid,0.1186605035716654
Original,original,,KMeans,4,50,TencentCTRSmall,XGBClassifier,centroid,0.20142781956030645
Decoded,decoded,MLP,KMeans,2,50,TencentCTRSmall,XGBClassifier,closest,0.12398296938870372
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TencentCTRSmall,XGBClassifier,closest,0.1286856870150917
Encoded,encoded,MLP,KMeans,4,50,TencentCTRSmall,XGBClassifier,closest,0.15203349681746053
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,50,TencentCTRSmall,XGBClassifier,closest,0.11866087984175336
Original,original,,KMeans,0,50,TencentCTRSmall,XGBClassifier,closest,0.09386744036158297
Decoded,decoded,GNN,KMeans,1,50,TencentCTRSmall,XGBClassifier,closest,0.10839964962983639
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,TencentCTRSmall,XGBClassifier,closest,0.11232013309927243
Encoded,encoded,GNN,KMeans,4,50,TencentCTRSmall,XGBClassifier,closest,0.1452445183327409
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,TencentCTRSmall,XGBClassifier,closest,0.11627002834724769
Original,original,,KMeans,0,50,TencentCTRSmall,XGBClassifier,closest,0.09386744036158297
Decoded,decoded,MLP,Agglo,2,50,TwoDPlanes,GaussianNB,centroid,-0.0063192571514501
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,GaussianNB,centroid,0.0114149232228756
Encoded,encoded,MLP,Agglo,4,50,TwoDPlanes,GaussianNB,centroid,0.0194510800939621
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,GaussianNB,centroid,-0.125739996111879
Original,original,,Agglo,1,50,TwoDPlanes,GaussianNB,centroid,-0.04297129341547
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,GaussianNB,centroid,0.0901599778700684
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,TwoDPlanes,GaussianNB,centroid,0.1367299047675629
Encoded,encoded,GNN,Agglo,2,50,TwoDPlanes,GaussianNB,centroid,0.0873920787893464
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,GaussianNB,centroid,-0.058201866138844
Original,original,,Agglo,1,50,TwoDPlanes,GaussianNB,centroid,-0.04297129341547
Decoded,decoded,MLP,Agglo,2,50,TwoDPlanes,GaussianNB,closest,-0.0127689360897438
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,GaussianNB,closest,-0.0119565681525775
Encoded,encoded,MLP,Agglo,4,50,TwoDPlanes,GaussianNB,closest,0.0385868139661511
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,GaussianNB,closest,-0.1328250088384463
Original,original,,Agglo,1,50,TwoDPlanes,GaussianNB,closest,-0.0190336242881834
Decoded,decoded,GNN,Agglo,4,50,TwoDPlanes,GaussianNB,closest,0.1282152915599932
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TwoDPlanes,GaussianNB,closest,-0.0161618253904896
Encoded,encoded,GNN,Agglo,3,50,TwoDPlanes,GaussianNB,closest,0.0726726507303223
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,GaussianNB,closest,-0.0582250728624816
Original,original,,Agglo,1,50,TwoDPlanes,GaussianNB,closest,-0.0190336242881834
Decoded,decoded,MLP,KIP,2,50,TwoDPlanes,GaussianNB,centroid,0.05321738016512058
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,TwoDPlanes,GaussianNB,centroid,0.01608886345137294
Encoded,encoded,MLP,KIP,4,50,TwoDPlanes,GaussianNB,centroid,0.14262416061280608
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TwoDPlanes,GaussianNB,centroid,-0.09769875497916816
Original,original,,KIP,3,50,TwoDPlanes,GaussianNB,centroid,0.07415766886737134
Decoded,decoded,GNN,KIP,3,50,TwoDPlanes,GaussianNB,centroid,0.13187403708673143
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,TwoDPlanes,GaussianNB,centroid,0.01532308135428608
Encoded,encoded,GNN,KIP,4,50,TwoDPlanes,GaussianNB,centroid,0.23701762835771462
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TwoDPlanes,GaussianNB,centroid,-0.04609532950762738
Original,original,,KIP,2,50,TwoDPlanes,GaussianNB,centroid,0.07415766886737134
Decoded,decoded,MLP,KMeans,1,50,TwoDPlanes,GaussianNB,centroid,-0.0045211471600671
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,TwoDPlanes,GaussianNB,centroid,0.2018995963090966
Encoded,encoded,MLP,KMeans,2,50,TwoDPlanes,GaussianNB,centroid,0.023071952247723678
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,GaussianNB,centroid,-0.12506596676956294
Original,original,,KMeans,3,50,TwoDPlanes,GaussianNB,centroid,0.10481775561012596
Decoded,decoded,GNN,KMeans,1,50,TwoDPlanes,GaussianNB,centroid,0.02977698471194099
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,TwoDPlanes,GaussianNB,centroid,0.19971356272538704
Encoded,encoded,GNN,KMeans,3,50,TwoDPlanes,GaussianNB,centroid,0.12236459805026398
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,GaussianNB,centroid,-0.063427052250137
Original,original,,KMeans,2,50,TwoDPlanes,GaussianNB,centroid,0.10481775561012596
Decoded,decoded,MLP,KMeans,1,50,TwoDPlanes,GaussianNB,closest,-0.01030491247882544
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TwoDPlanes,GaussianNB,closest,-0.00876986064561358
Encoded,encoded,MLP,KMeans,4,50,TwoDPlanes,GaussianNB,closest,0.027923934459968956
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,GaussianNB,closest,-0.12909425616350667
Original,original,,KMeans,2,50,TwoDPlanes,GaussianNB,closest,-0.00879987025452326
Decoded,decoded,GNN,KMeans,3,50,TwoDPlanes,GaussianNB,closest,0.08366348765495132
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,TwoDPlanes,GaussianNB,closest,-0.01440308726338082
Encoded,encoded,GNN,KMeans,4,50,TwoDPlanes,GaussianNB,closest,0.12930348798382377
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,GaussianNB,closest,-0.06430828448207479
Original,original,,KMeans,2,50,TwoDPlanes,GaussianNB,closest,-0.00879987025452326
Decoded,decoded,MLP,Agglo,4,50,TwoDPlanes,KNeighborsClassifier,centroid,0.1087266977952256
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,KNeighborsClassifier,centroid,0.1077958511235632
Encoded,encoded,MLP,Agglo,2,50,TwoDPlanes,KNeighborsClassifier,centroid,0.0780920331237352
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,KNeighborsClassifier,centroid,-0.0179048166967012
Original,original,,Agglo,1,50,TwoDPlanes,KNeighborsClassifier,centroid,0.0057511625188598
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,KNeighborsClassifier,centroid,0.1029240005125366
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TwoDPlanes,KNeighborsClassifier,centroid,0.0795036171547985
Encoded,encoded,GNN,Agglo,4,50,TwoDPlanes,KNeighborsClassifier,centroid,0.1540163266816788
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,TwoDPlanes,KNeighborsClassifier,centroid,0.0184435306654098
Original,original,,Agglo,0,50,TwoDPlanes,KNeighborsClassifier,centroid,0.0057511625188598
Decoded,decoded,MLP,Agglo,2,50,TwoDPlanes,KNeighborsClassifier,closest,0.1083421781823829
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,KNeighborsClassifier,closest,0.1130100565406634
Encoded,encoded,MLP,Agglo,4,50,TwoDPlanes,KNeighborsClassifier,closest,0.1956040612204883
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,KNeighborsClassifier,closest,-0.0085866286496275
Original,original,,Agglo,1,50,TwoDPlanes,KNeighborsClassifier,closest,0.1012057846366904
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,KNeighborsClassifier,closest,0.1165472153307489
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,TwoDPlanes,KNeighborsClassifier,closest,0.1006600432001869
Encoded,encoded,GNN,Agglo,4,50,TwoDPlanes,KNeighborsClassifier,closest,0.2021148930079741
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,KNeighborsClassifier,closest,0.016095829361838
Original,original,,Agglo,2,50,TwoDPlanes,KNeighborsClassifier,closest,0.1012057846366904
Decoded,decoded,MLP,KIP,2,50,TwoDPlanes,KNeighborsClassifier,centroid,0.2508319819122348
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,TwoDPlanes,KNeighborsClassifier,centroid,0.19802085424493016
Encoded,encoded,MLP,KIP,4,50,TwoDPlanes,KNeighborsClassifier,centroid,0.2951819095176041
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TwoDPlanes,KNeighborsClassifier,centroid,0.06505734530845078
Original,original,,KIP,3,50,TwoDPlanes,KNeighborsClassifier,centroid,0.28338047202564187
Decoded,decoded,GNN,KIP,3,50,TwoDPlanes,KNeighborsClassifier,centroid,0.2962591032060947
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,TwoDPlanes,KNeighborsClassifier,centroid,0.2019959765404385
Encoded,encoded,GNN,KIP,4,50,TwoDPlanes,KNeighborsClassifier,centroid,0.3868740019531675
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TwoDPlanes,KNeighborsClassifier,centroid,0.061860503358778185
Original,original,,KIP,2,50,TwoDPlanes,KNeighborsClassifier,centroid,0.28338047202564187
Decoded,decoded,MLP,KMeans,3,50,TwoDPlanes,KNeighborsClassifier,centroid,0.10083157197661348
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,TwoDPlanes,KNeighborsClassifier,centroid,0.1018427543176176
Encoded,encoded,MLP,KMeans,2,50,TwoDPlanes,KNeighborsClassifier,centroid,0.07046498177660472
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,KNeighborsClassifier,centroid,-0.01182761480949822
Original,original,,KMeans,1,50,TwoDPlanes,KNeighborsClassifier,centroid,0.005855075342653419
Decoded,decoded,GNN,KMeans,3,50,TwoDPlanes,KNeighborsClassifier,centroid,0.11467233377286237
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,TwoDPlanes,KNeighborsClassifier,centroid,0.07595876328747744
Encoded,encoded,GNN,KMeans,4,50,TwoDPlanes,KNeighborsClassifier,centroid,0.1649517107550475
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,KNeighborsClassifier,centroid,0.0038402886134172925
Original,original,,KMeans,1,50,TwoDPlanes,KNeighborsClassifier,centroid,0.005855075342653419
Decoded,decoded,MLP,KMeans,1,50,TwoDPlanes,KNeighborsClassifier,closest,0.10080424683933772
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TwoDPlanes,KNeighborsClassifier,closest,0.11697873699069301
Encoded,encoded,MLP,KMeans,4,50,TwoDPlanes,KNeighborsClassifier,closest,0.18613663318234425
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,KNeighborsClassifier,closest,-0.0016881617385767797
Original,original,,KMeans,2,50,TwoDPlanes,KNeighborsClassifier,closest,0.1115014231793529
Decoded,decoded,GNN,KMeans,3,50,TwoDPlanes,KNeighborsClassifier,closest,0.11762074302353982
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,TwoDPlanes,KNeighborsClassifier,closest,0.11597961846940345
Encoded,encoded,GNN,KMeans,4,50,TwoDPlanes,KNeighborsClassifier,closest,0.21077357662739166
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,KNeighborsClassifier,closest,0.010609262717901241
Original,original,,KMeans,1,50,TwoDPlanes,KNeighborsClassifier,closest,0.1115014231793529
Decoded,decoded,MLP,Agglo,4,50,TwoDPlanes,LogisticRegression,centroid,0.0353438134684868
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,TwoDPlanes,LogisticRegression,centroid,0.020445819047053
Encoded,encoded,MLP,Agglo,3,50,TwoDPlanes,LogisticRegression,centroid,0.0229178877892522
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,LogisticRegression,centroid,-0.1047963346852783
Original,original,,Agglo,1,50,TwoDPlanes,LogisticRegression,centroid,0.0076486891804097
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,LogisticRegression,centroid,0.022019209880743
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,50,TwoDPlanes,LogisticRegression,centroid,0.0333733443114814
Encoded,encoded,GNN,Agglo,2,50,TwoDPlanes,LogisticRegression,centroid,0.0146768474133036
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,LogisticRegression,centroid,-0.0139152255712293
Original,original,,Agglo,1,50,TwoDPlanes,LogisticRegression,centroid,0.0076486891804097
Decoded,decoded,MLP,Agglo,1,50,TwoDPlanes,LogisticRegression,closest,0.011409853485784
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,LogisticRegression,closest,0.0307390498607406
Encoded,encoded,MLP,Agglo,4,50,TwoDPlanes,LogisticRegression,closest,0.0341091560625405
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,LogisticRegression,closest,-0.0956128737403652
Original,original,,Agglo,2,50,TwoDPlanes,LogisticRegression,closest,0.0115765623366853
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,LogisticRegression,closest,0.0199164239792267
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TwoDPlanes,LogisticRegression,closest,0.0193439266998537
Encoded,encoded,GNN,Agglo,4,50,TwoDPlanes,LogisticRegression,closest,0.0260008807453389
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,LogisticRegression,closest,-0.016857768081666
Original,original,,Agglo,1,50,TwoDPlanes,LogisticRegression,closest,0.0115765623366853
Decoded,decoded,MLP,KIP,3,50,TwoDPlanes,LogisticRegression,centroid,0.051809485919346324
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,TwoDPlanes,LogisticRegression,centroid,0.0391816010812826
Encoded,encoded,MLP,KIP,2,50,TwoDPlanes,LogisticRegression,centroid,0.05081758426770544
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TwoDPlanes,LogisticRegression,centroid,-0.08216170463930948
Original,original,,KIP,4,50,TwoDPlanes,LogisticRegression,centroid,0.10304612871690919
Decoded,decoded,GNN,KIP,4,50,TwoDPlanes,LogisticRegression,centroid,0.12935436089347221
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,TwoDPlanes,LogisticRegression,centroid,0.046294631603540484
Encoded,encoded,GNN,KIP,2,50,TwoDPlanes,LogisticRegression,centroid,0.09015599285976307
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TwoDPlanes,LogisticRegression,centroid,-0.00441729140322872
Original,original,,KIP,3,50,TwoDPlanes,LogisticRegression,centroid,0.10304612871690919
Decoded,decoded,MLP,KMeans,1,50,TwoDPlanes,LogisticRegression,centroid,0.00940652929976896
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,50,TwoDPlanes,LogisticRegression,centroid,0.029740628439210458
Encoded,encoded,MLP,KMeans,4,50,TwoDPlanes,LogisticRegression,centroid,0.04117308977146724
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,LogisticRegression,centroid,-0.10016084233889896
Original,original,,KMeans,2,50,TwoDPlanes,LogisticRegression,centroid,0.0200635479025041
Decoded,decoded,GNN,KMeans,2,50,TwoDPlanes,LogisticRegression,centroid,0.01610632937723756
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,TwoDPlanes,LogisticRegression,centroid,0.05585252459836156
Encoded,encoded,GNN,KMeans,1,50,TwoDPlanes,LogisticRegression,centroid,0.014132440223060542
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,LogisticRegression,centroid,-0.01327749216602898
Original,original,,KMeans,3,50,TwoDPlanes,LogisticRegression,centroid,0.0200635479025041
Decoded,decoded,MLP,KMeans,2,50,TwoDPlanes,LogisticRegression,closest,0.013257856002492019
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,TwoDPlanes,LogisticRegression,closest,0.0537244409649566
Encoded,encoded,MLP,KMeans,3,50,TwoDPlanes,LogisticRegression,closest,0.030201559518710182
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,LogisticRegression,closest,-0.09495135406270047
Original,original,,KMeans,1,50,TwoDPlanes,LogisticRegression,closest,0.0070964685134821005
Decoded,decoded,GNN,KMeans,2,50,TwoDPlanes,LogisticRegression,closest,0.00826510844593264
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,50,TwoDPlanes,LogisticRegression,closest,0.025267989441303002
Encoded,encoded,GNN,KMeans,3,50,TwoDPlanes,LogisticRegression,closest,0.011932395750288361
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,LogisticRegression,closest,-0.01623796724590576
Original,original,,KMeans,1,50,TwoDPlanes,LogisticRegression,closest,0.0070964685134821005
Decoded,decoded,MLP,Agglo,2,50,TwoDPlanes,MLPClassifier,centroid,0.1089154553736374
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,50,TwoDPlanes,MLPClassifier,centroid,0.1029484084022647
Encoded,encoded,MLP,Agglo,3,50,TwoDPlanes,MLPClassifier,centroid,0.114611730611817
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,MLPClassifier,centroid,0.0199369919382907
Original,original,,Agglo,4,50,TwoDPlanes,MLPClassifier,centroid,0.134207411719719
Decoded,decoded,GNN,Agglo,2,50,TwoDPlanes,MLPClassifier,centroid,0.131125488195771
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,TwoDPlanes,MLPClassifier,centroid,0.1047340830500898
Encoded,encoded,GNN,Agglo,4,50,TwoDPlanes,MLPClassifier,centroid,0.1350847167120106
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,MLPClassifier,centroid,0.0777144051019732
Original,original,,Agglo,3,50,TwoDPlanes,MLPClassifier,centroid,0.134207411719719
Decoded,decoded,MLP,Agglo,1,50,TwoDPlanes,MLPClassifier,closest,0.0850684349382378
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,50,TwoDPlanes,MLPClassifier,closest,0.12562332419586
Encoded,encoded,MLP,Agglo,3,50,TwoDPlanes,MLPClassifier,closest,0.1028992083831339
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,MLPClassifier,closest,0.016613301808707
Original,original,,Agglo,2,50,TwoDPlanes,MLPClassifier,closest,0.1025516045270423
Decoded,decoded,GNN,Agglo,4,50,TwoDPlanes,MLPClassifier,closest,0.1479529245063463
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,TwoDPlanes,MLPClassifier,closest,0.0909342214051203
Encoded,encoded,GNN,Agglo,3,50,TwoDPlanes,MLPClassifier,closest,0.1264851826705174
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,50,TwoDPlanes,MLPClassifier,closest,0.0726452584797376
Original,original,,Agglo,2,50,TwoDPlanes,MLPClassifier,closest,0.1025516045270423
Decoded,decoded,MLP,KIP,3,50,TwoDPlanes,MLPClassifier,centroid,0.15499581571000073
Decoded-FT,decoded,MLP-MultiHead,KIP,2,50,TwoDPlanes,MLPClassifier,centroid,0.14475223442458968
Encoded,encoded,MLP,KIP,4,50,TwoDPlanes,MLPClassifier,centroid,0.16023367263039542
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TwoDPlanes,MLPClassifier,centroid,0.02753036270482928
Original,original,,KIP,1,50,TwoDPlanes,MLPClassifier,centroid,0.13202904082617578
Decoded,decoded,GNN,KIP,4,50,TwoDPlanes,MLPClassifier,centroid,0.23690103267407586
Decoded-FT,decoded,GNN-MultiHead,KIP,2,50,TwoDPlanes,MLPClassifier,centroid,0.15057924441127818
Encoded,encoded,GNN,KIP,3,50,TwoDPlanes,MLPClassifier,centroid,0.1950046534064605
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TwoDPlanes,MLPClassifier,centroid,0.09196319975871381
Original,original,,KIP,1,50,TwoDPlanes,MLPClassifier,centroid,0.13202904082617578
Decoded,decoded,MLP,KMeans,1,50,TwoDPlanes,MLPClassifier,centroid,0.1030242908503753
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,50,TwoDPlanes,MLPClassifier,centroid,0.1075463218180116
Encoded,encoded,MLP,KMeans,3,50,TwoDPlanes,MLPClassifier,centroid,0.12044354618176949
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,MLPClassifier,centroid,0.023314378739916382
Original,original,,KMeans,4,50,TwoDPlanes,MLPClassifier,centroid,0.12885400340555658
Decoded,decoded,GNN,KMeans,4,50,TwoDPlanes,MLPClassifier,centroid,0.13923867432722398
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,50,TwoDPlanes,MLPClassifier,centroid,0.10227439102390265
Encoded,encoded,GNN,KMeans,2,50,TwoDPlanes,MLPClassifier,centroid,0.12444650550571086
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,MLPClassifier,centroid,0.08330444262442498
Original,original,,KMeans,3,50,TwoDPlanes,MLPClassifier,centroid,0.12885400340555658
Decoded,decoded,MLP,KMeans,2,50,TwoDPlanes,MLPClassifier,closest,0.10789460074413297
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,50,TwoDPlanes,MLPClassifier,closest,0.13463479969985684
Encoded,encoded,MLP,KMeans,3,50,TwoDPlanes,MLPClassifier,closest,0.11624926743459874
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,MLPClassifier,closest,0.02041006728503066
Original,original,,KMeans,1,50,TwoDPlanes,MLPClassifier,closest,0.09330106269752936
Decoded,decoded,GNN,KMeans,3,50,TwoDPlanes,MLPClassifier,closest,0.1236127024838228
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,50,TwoDPlanes,MLPClassifier,closest,0.09931500987318506
Encoded,encoded,GNN,KMeans,4,50,TwoDPlanes,MLPClassifier,closest,0.12922349554922882
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,MLPClassifier,closest,0.07153730837450671
Original,original,,KMeans,1,50,TwoDPlanes,MLPClassifier,closest,0.09330106269752936
Decoded,decoded,MLP,Agglo,2,50,TwoDPlanes,XGBClassifier,centroid,0.049959638222182
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,50,TwoDPlanes,XGBClassifier,centroid,0.0127942218155739
Encoded,encoded,MLP,Agglo,4,50,TwoDPlanes,XGBClassifier,centroid,0.1627102487826218
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,XGBClassifier,centroid,0.0927255130087217
Original,original,,Agglo,1,50,TwoDPlanes,XGBClassifier,centroid,0.0474716227132556
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,XGBClassifier,centroid,0.1055466943007035
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,50,TwoDPlanes,XGBClassifier,centroid,0.0919512597905204
Encoded,encoded,GNN,Agglo,4,50,TwoDPlanes,XGBClassifier,centroid,0.1815253247283273
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,50,TwoDPlanes,XGBClassifier,centroid,0.066819521161841
Original,original,,Agglo,0,50,TwoDPlanes,XGBClassifier,centroid,0.0474716227132556
Decoded,decoded,MLP,Agglo,1,50,TwoDPlanes,XGBClassifier,closest,0.0283886728211135
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,50,TwoDPlanes,XGBClassifier,closest,0.0296070690729892
Encoded,encoded,MLP,Agglo,4,50,TwoDPlanes,XGBClassifier,closest,0.1864751993180055
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,50,TwoDPlanes,XGBClassifier,closest,0.043975093344319
Original,original,,Agglo,0,50,TwoDPlanes,XGBClassifier,closest,0.0254551949849867
Decoded,decoded,GNN,Agglo,3,50,TwoDPlanes,XGBClassifier,closest,0.0876785269433868
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,50,TwoDPlanes,XGBClassifier,closest,0.0527069235893295
Encoded,encoded,GNN,Agglo,4,50,TwoDPlanes,XGBClassifier,closest,0.243551737787773
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,50,TwoDPlanes,XGBClassifier,closest,0.086615749967032
Original,original,,Agglo,0,50,TwoDPlanes,XGBClassifier,closest,0.0254551949849867
Decoded,decoded,MLP,KIP,2,50,TwoDPlanes,XGBClassifier,centroid,0.17190211094421093
Decoded-FT,decoded,MLP-MultiHead,KIP,1,50,TwoDPlanes,XGBClassifier,centroid,0.12736616871366527
Encoded,encoded,MLP,KIP,3,50,TwoDPlanes,XGBClassifier,centroid,0.25481238986408583
Encoded-FT,encoded,MLP-MultiHead,KIP,0,50,TwoDPlanes,XGBClassifier,centroid,0.06128850350986566
Original,original,,KIP,4,50,TwoDPlanes,XGBClassifier,centroid,0.25961816318433406
Decoded,decoded,GNN,KIP,2,50,TwoDPlanes,XGBClassifier,centroid,0.2513749992614824
Decoded-FT,decoded,GNN-MultiHead,KIP,1,50,TwoDPlanes,XGBClassifier,centroid,0.12730200515981432
Encoded,encoded,GNN,KIP,4,50,TwoDPlanes,XGBClassifier,centroid,0.3295938474574317
Encoded-FT,encoded,GNN-MultiHead,KIP,0,50,TwoDPlanes,XGBClassifier,centroid,0.08709363249862775
Original,original,,KIP,3,50,TwoDPlanes,XGBClassifier,centroid,0.25961816318433406
Decoded,decoded,MLP,KMeans,1,50,TwoDPlanes,XGBClassifier,centroid,0.041605217702647634
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,50,TwoDPlanes,XGBClassifier,centroid,0.03727573228964588
Encoded,encoded,MLP,KMeans,4,50,TwoDPlanes,XGBClassifier,centroid,0.15523395003422416
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,50,TwoDPlanes,XGBClassifier,centroid,0.05704396912784312
Original,original,,KMeans,3,50,TwoDPlanes,XGBClassifier,centroid,0.08202844018262917
Decoded,decoded,GNN,KMeans,3,50,TwoDPlanes,XGBClassifier,centroid,0.09676936563721042
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,XGBClassifier,centroid,0.0677812517261952
Encoded,encoded,GNN,KMeans,4,50,TwoDPlanes,XGBClassifier,centroid,0.180046041049646
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,50,TwoDPlanes,XGBClassifier,centroid,0.07765326132514538
Original,original,,KMeans,2,50,TwoDPlanes,XGBClassifier,centroid,0.08202844018262917
Decoded,decoded,MLP,KMeans,2,50,TwoDPlanes,XGBClassifier,closest,0.04581800873521448
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,50,TwoDPlanes,XGBClassifier,closest,0.03256927309163762
Encoded,encoded,MLP,KMeans,4,50,TwoDPlanes,XGBClassifier,closest,0.16678258667916207
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,50,TwoDPlanes,XGBClassifier,closest,0.0562358502184262
Original,original,,KMeans,0,50,TwoDPlanes,XGBClassifier,closest,0.02901437358824836
Decoded,decoded,GNN,KMeans,2,50,TwoDPlanes,XGBClassifier,closest,0.04729728094177828
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,50,TwoDPlanes,XGBClassifier,closest,0.02424455388462248
Encoded,encoded,GNN,KMeans,4,50,TwoDPlanes,XGBClassifier,closest,0.2005792386907721
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,50,TwoDPlanes,XGBClassifier,closest,0.07783212311096527
Original,original,,KMeans,1,50,TwoDPlanes,XGBClassifier,closest,0.02901437358824836
Decoded,decoded,MLP,Agglo,3,60,Adult,GaussianNB,centroid,0.0040888539724421
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Adult,GaussianNB,centroid,0.0199498141433272
Encoded,encoded,MLP,Agglo,1,60,Adult,GaussianNB,centroid,-0.0786944963054264
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,GaussianNB,centroid,-0.1216973668457576
Original,original,,Agglo,2,60,Adult,GaussianNB,centroid,-0.0443634307637536
Decoded,decoded,GNN,Agglo,4,60,Adult,GaussianNB,centroid,0.0850470292450508
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Adult,GaussianNB,centroid,-0.0348183479583813
Encoded,encoded,GNN,Agglo,1,60,Adult,GaussianNB,centroid,-0.0721085441130466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,GaussianNB,centroid,-0.136614320450489
Original,original,,Agglo,2,60,Adult,GaussianNB,centroid,-0.0443634307637536
Decoded,decoded,MLP,Agglo,3,60,Adult,GaussianNB,closest,-0.0208289023248027
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Adult,GaussianNB,closest,-0.0208564478051524
Encoded,encoded,MLP,Agglo,1,60,Adult,GaussianNB,closest,-0.0823677291498827
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,GaussianNB,closest,-0.1253145762002315
Original,original,,Agglo,4,60,Adult,GaussianNB,closest,0.0150279245893696
Decoded,decoded,GNN,Agglo,3,60,Adult,GaussianNB,closest,0.0127202732798583
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Adult,GaussianNB,closest,0.0049740394607657
Encoded,encoded,GNN,Agglo,1,60,Adult,GaussianNB,closest,-0.0584058871004012
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,GaussianNB,closest,-0.1413111835152351
Original,original,,Agglo,4,60,Adult,GaussianNB,closest,0.0150279245893696
Decoded,decoded,MLP,KIP,4,60,Adult,GaussianNB,centroid,0.1840746522687971
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Adult,GaussianNB,centroid,0.10258149212001992
Encoded,encoded,MLP,KIP,1,60,Adult,GaussianNB,centroid,-0.07954021428518647
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Adult,GaussianNB,centroid,-0.12823689342646466
Original,original,,KIP,2,60,Adult,GaussianNB,centroid,0.05779399007831888
Decoded,decoded,GNN,KIP,3,60,Adult,GaussianNB,centroid,0.10801602888717479
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Adult,GaussianNB,centroid,0.12695037602808662
Encoded,encoded,GNN,KIP,1,60,Adult,GaussianNB,centroid,-0.0391819824439167
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Adult,GaussianNB,centroid,-0.12047968445504528
Original,original,,KIP,2,60,Adult,GaussianNB,centroid,0.05779399007831888
Decoded,decoded,MLP,KMeans,4,60,Adult,GaussianNB,centroid,-0.0181657708527356
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Adult,GaussianNB,centroid,-0.02248992348310288
Encoded,encoded,MLP,KMeans,1,60,Adult,GaussianNB,centroid,-0.08970042209861973
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,GaussianNB,centroid,-0.11718633534714215
Original,original,,KMeans,2,60,Adult,GaussianNB,centroid,-0.04415847517402608
Decoded,decoded,GNN,KMeans,4,60,Adult,GaussianNB,centroid,0.02938015280711756
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Adult,GaussianNB,centroid,-0.02786229641361428
Encoded,encoded,GNN,KMeans,1,60,Adult,GaussianNB,centroid,-0.07991434503339559
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,GaussianNB,centroid,-0.13538098591443198
Original,original,,KMeans,2,60,Adult,GaussianNB,centroid,-0.04415847517402608
Decoded,decoded,MLP,KMeans,3,60,Adult,GaussianNB,closest,-0.02082296283060214
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Adult,GaussianNB,closest,-0.0306948325898324
Encoded,encoded,MLP,KMeans,1,60,Adult,GaussianNB,closest,-0.09185858179081624
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,GaussianNB,closest,-0.11389191024391296
Original,original,,KMeans,4,60,Adult,GaussianNB,closest,-0.009273802863740039
Decoded,decoded,GNN,KMeans,4,60,Adult,GaussianNB,closest,-0.00134637143172146
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Adult,GaussianNB,closest,-0.027125756092948976
Encoded,encoded,GNN,KMeans,1,60,Adult,GaussianNB,closest,-0.06881761958127847
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,GaussianNB,closest,-0.1381047891762904
Original,original,,KMeans,3,60,Adult,GaussianNB,closest,-0.009273802863740039
Decoded,decoded,MLP,Agglo,4,60,Adult,KNeighborsClassifier,centroid,0.0124899474180982
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Adult,KNeighborsClassifier,centroid,-0.0099073609916567
Encoded,encoded,MLP,Agglo,2,60,Adult,KNeighborsClassifier,centroid,-0.027837533191656
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,KNeighborsClassifier,centroid,-0.0786385465108949
Original,original,,Agglo,1,60,Adult,KNeighborsClassifier,centroid,-0.0314104285969396
Decoded,decoded,GNN,Agglo,4,60,Adult,KNeighborsClassifier,centroid,-0.0014598023504093
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Adult,KNeighborsClassifier,centroid,-0.0020791268196173
Encoded,encoded,GNN,Agglo,2,60,Adult,KNeighborsClassifier,centroid,-0.0115395707996682
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,KNeighborsClassifier,centroid,-0.0681836579425193
Original,original,,Agglo,1,60,Adult,KNeighborsClassifier,centroid,-0.0314104285969396
Decoded,decoded,MLP,Agglo,4,60,Adult,KNeighborsClassifier,closest,0.0091445783312232
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Adult,KNeighborsClassifier,closest,-0.0103251253462555
Encoded,encoded,MLP,Agglo,1,60,Adult,KNeighborsClassifier,closest,-0.0137679863419124
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,KNeighborsClassifier,closest,-0.0602681691900892
Original,original,,Agglo,3,60,Adult,KNeighborsClassifier,closest,-0.0010085463386907
Decoded,decoded,GNN,Agglo,2,60,Adult,KNeighborsClassifier,closest,0.0017509899360959
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Adult,KNeighborsClassifier,closest,0.0026246882869098
Encoded,encoded,GNN,Agglo,4,60,Adult,KNeighborsClassifier,closest,0.0339680657727331
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,KNeighborsClassifier,closest,-0.0603517627391349
Original,original,,Agglo,1,60,Adult,KNeighborsClassifier,closest,-0.0010085463386907
Decoded,decoded,MLP,KIP,3,60,Adult,KNeighborsClassifier,centroid,0.061234166208924676
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Adult,KNeighborsClassifier,centroid,0.059829523397447834
Encoded,encoded,MLP,KIP,1,60,Adult,KNeighborsClassifier,centroid,0.04317577655559592
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Adult,KNeighborsClassifier,centroid,-0.03544142749849458
Original,original,,KIP,4,60,Adult,KNeighborsClassifier,centroid,0.27227384351748635
Decoded,decoded,GNN,KIP,2,60,Adult,KNeighborsClassifier,centroid,0.08554898724347518
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Adult,KNeighborsClassifier,centroid,0.11639691871330735
Encoded,encoded,GNN,KIP,1,60,Adult,KNeighborsClassifier,centroid,0.07165770550148595
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Adult,KNeighborsClassifier,centroid,-0.015138296814997699
Original,original,,KIP,4,60,Adult,KNeighborsClassifier,centroid,0.27227384351748635
Decoded,decoded,MLP,KMeans,3,60,Adult,KNeighborsClassifier,centroid,-0.0035747801584576494
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Adult,KNeighborsClassifier,centroid,0.002542748981657
Encoded,encoded,MLP,KMeans,1,60,Adult,KNeighborsClassifier,centroid,-0.03587539530663918
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,KNeighborsClassifier,centroid,-0.07240218300519416
Original,original,,KMeans,2,60,Adult,KNeighborsClassifier,centroid,-0.03564546897879328
Decoded,decoded,GNN,KMeans,4,60,Adult,KNeighborsClassifier,centroid,-0.0007901997173955202
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Adult,KNeighborsClassifier,centroid,-0.0013584324602768
Encoded,encoded,GNN,KMeans,2,60,Adult,KNeighborsClassifier,centroid,-0.00796450589432832
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,KNeighborsClassifier,centroid,-0.06811755598767784
Original,original,,KMeans,1,60,Adult,KNeighborsClassifier,centroid,-0.03564546897879328
Decoded,decoded,MLP,KMeans,3,60,Adult,KNeighborsClassifier,closest,-0.003875567781893719
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Adult,KNeighborsClassifier,closest,0.0018900277709565597
Encoded,encoded,MLP,KMeans,1,60,Adult,KNeighborsClassifier,closest,-0.025147515834299576
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,KNeighborsClassifier,closest,-0.05698145796098726
Original,original,,KMeans,2,60,Adult,KNeighborsClassifier,closest,-0.014615338826417143
Decoded,decoded,GNN,KMeans,3,60,Adult,KNeighborsClassifier,closest,-0.0026863292072606794
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Adult,KNeighborsClassifier,closest,-0.00311791056534324
Encoded,encoded,GNN,KMeans,4,60,Adult,KNeighborsClassifier,closest,0.007889088648619659
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,KNeighborsClassifier,closest,-0.05731762199471696
Original,original,,KMeans,1,60,Adult,KNeighborsClassifier,closest,-0.014615338826417143
Decoded,decoded,MLP,Agglo,3,60,Adult,LogisticRegression,centroid,0.1121684184686503
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Adult,LogisticRegression,centroid,0.0652927853617308
Encoded,encoded,MLP,Agglo,4,60,Adult,LogisticRegression,centroid,0.146381757582921
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Adult,LogisticRegression,centroid,0.0616496994790247
Original,original,,Agglo,0,60,Adult,LogisticRegression,centroid,0.054388859770509
Decoded,decoded,GNN,Agglo,4,60,Adult,LogisticRegression,centroid,0.0928546234333726
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Adult,LogisticRegression,centroid,0.0726755550443499
Encoded,encoded,GNN,Agglo,2,60,Adult,LogisticRegression,centroid,0.0695830523933534
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,LogisticRegression,centroid,0.0276001784820794
Original,original,,Agglo,1,60,Adult,LogisticRegression,centroid,0.054388859770509
Decoded,decoded,MLP,Agglo,3,60,Adult,LogisticRegression,closest,0.0927267183303697
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,Adult,LogisticRegression,closest,0.0451597752579746
Encoded,encoded,MLP,Agglo,2,60,Adult,LogisticRegression,closest,0.0746233225837029
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Adult,LogisticRegression,closest,0.0502930333918211
Original,original,,Agglo,4,60,Adult,LogisticRegression,closest,0.0961287451065406
Decoded,decoded,GNN,Agglo,1,60,Adult,LogisticRegression,closest,0.0489862851497071
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Adult,LogisticRegression,closest,0.0495999806804166
Encoded,encoded,GNN,Agglo,3,60,Adult,LogisticRegression,closest,0.0791829061022809
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,LogisticRegression,closest,0.0185467378628169
Original,original,,Agglo,4,60,Adult,LogisticRegression,closest,0.0961287451065406
Decoded,decoded,MLP,KIP,4,60,Adult,LogisticRegression,centroid,0.09572185127667647
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Adult,LogisticRegression,centroid,0.07741735509798928
Encoded,encoded,MLP,KIP,1,60,Adult,LogisticRegression,centroid,0.0716620487011594
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Adult,LogisticRegression,centroid,0.01705091413559272
Original,original,,KIP,3,60,Adult,LogisticRegression,centroid,0.08450551358131232
Decoded,decoded,GNN,KIP,3,60,Adult,LogisticRegression,centroid,0.1114663283747854
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Adult,LogisticRegression,centroid,0.12363622195338282
Encoded,encoded,GNN,KIP,1,60,Adult,LogisticRegression,centroid,0.07358952569862479
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Adult,LogisticRegression,centroid,0.02036047579204528
Original,original,,KIP,2,60,Adult,LogisticRegression,centroid,0.08450551358131232
Decoded,decoded,MLP,KMeans,3,60,Adult,LogisticRegression,centroid,0.09351892083694871
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Adult,LogisticRegression,centroid,0.07678376736731897
Encoded,encoded,MLP,KMeans,4,60,Adult,LogisticRegression,centroid,0.12972344676057446
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Adult,LogisticRegression,centroid,0.05571165372335481
Original,original,,KMeans,0,60,Adult,LogisticRegression,centroid,0.0438442261489192
Decoded,decoded,GNN,KMeans,4,60,Adult,LogisticRegression,centroid,0.0942138407761343
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Adult,LogisticRegression,centroid,0.06567747162918541
Encoded,encoded,GNN,KMeans,2,60,Adult,LogisticRegression,centroid,0.04582790670259452
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,LogisticRegression,centroid,0.03113801495885964
Original,original,,KMeans,1,60,Adult,LogisticRegression,centroid,0.0438442261489192
Decoded,decoded,MLP,KMeans,1,60,Adult,LogisticRegression,closest,0.06731374823010142
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Adult,LogisticRegression,closest,0.0707671362184367
Encoded,encoded,MLP,KMeans,4,60,Adult,LogisticRegression,closest,0.07999351947478113
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,LogisticRegression,closest,0.057867393092962606
Original,original,,KMeans,3,60,Adult,LogisticRegression,closest,0.07207547782825718
Decoded,decoded,GNN,KMeans,2,60,Adult,LogisticRegression,closest,0.06847201451906519
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Adult,LogisticRegression,closest,0.07156897362036599
Encoded,encoded,GNN,KMeans,1,60,Adult,LogisticRegression,closest,0.06300177156347768
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,LogisticRegression,closest,0.01738848402203848
Original,original,,KMeans,4,60,Adult,LogisticRegression,closest,0.07207547782825718
Decoded,decoded,MLP,Agglo,4,60,Adult,MLPClassifier,centroid,0.0691294058110345
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Adult,MLPClassifier,centroid,0.0245574697894136
Encoded,encoded,MLP,Agglo,1,60,Adult,MLPClassifier,centroid,0.0209114986849805
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,MLPClassifier,centroid,-0.0138425835742676
Original,original,,Agglo,3,60,Adult,MLPClassifier,centroid,0.0539518767004831
Decoded,decoded,GNN,Agglo,4,60,Adult,MLPClassifier,centroid,0.0820908452333096
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Adult,MLPClassifier,centroid,0.0261130788749743
Encoded,encoded,GNN,Agglo,1,60,Adult,MLPClassifier,centroid,0.0126572638126945
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,MLPClassifier,centroid,-0.0409503226014426
Original,original,,Agglo,3,60,Adult,MLPClassifier,centroid,0.0539518767004831
Decoded,decoded,MLP,Agglo,4,60,Adult,MLPClassifier,closest,0.0714429918904668
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Adult,MLPClassifier,closest,-0.0071079793213109
Encoded,encoded,MLP,Agglo,2,60,Adult,MLPClassifier,closest,0.0019024598831894
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,MLPClassifier,closest,-0.0286678782480822
Original,original,,Agglo,3,60,Adult,MLPClassifier,closest,0.0559290509898248
Decoded,decoded,GNN,Agglo,2,60,Adult,MLPClassifier,closest,0.0082757037745809
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Adult,MLPClassifier,closest,0.0073998776075608
Encoded,encoded,GNN,Agglo,3,60,Adult,MLPClassifier,closest,0.0295452144602182
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,MLPClassifier,closest,-0.0392320225682151
Original,original,,Agglo,4,60,Adult,MLPClassifier,closest,0.0559290509898248
Decoded,decoded,MLP,KIP,4,60,Adult,MLPClassifier,centroid,0.051652892100776705
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Adult,MLPClassifier,centroid,0.04754426943459246
Encoded,encoded,MLP,KIP,2,60,Adult,MLPClassifier,centroid,0.02404559075689566
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Adult,MLPClassifier,centroid,-0.035181713905145316
Original,original,,KIP,1,60,Adult,MLPClassifier,centroid,-0.001636429326310359
Decoded,decoded,GNN,KIP,3,60,Adult,MLPClassifier,centroid,0.07433872005818527
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Adult,MLPClassifier,centroid,0.09154603868223486
Encoded,encoded,GNN,KIP,2,60,Adult,MLPClassifier,centroid,0.03815620077376024
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Adult,MLPClassifier,centroid,-0.030512234221390776
Original,original,,KIP,1,60,Adult,MLPClassifier,centroid,-0.001636429326310359
Decoded,decoded,MLP,KMeans,4,60,Adult,MLPClassifier,centroid,0.038442242711127124
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Adult,MLPClassifier,centroid,0.03230514361415376
Encoded,encoded,MLP,KMeans,1,60,Adult,MLPClassifier,centroid,0.00545000230774284
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,MLPClassifier,centroid,-0.014605773506494741
Original,original,,KMeans,2,60,Adult,MLPClassifier,centroid,0.0310433893080796
Decoded,decoded,GNN,KMeans,4,60,Adult,MLPClassifier,centroid,0.05378897565958274
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Adult,MLPClassifier,centroid,0.0200160944547663
Encoded,encoded,GNN,KMeans,1,60,Adult,MLPClassifier,centroid,-0.0056653741337017996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,MLPClassifier,centroid,-0.04545508919015814
Original,original,,KMeans,3,60,Adult,MLPClassifier,centroid,0.0310433893080796
Decoded,decoded,MLP,KMeans,4,60,Adult,MLPClassifier,closest,0.0220239160945401
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Adult,MLPClassifier,closest,0.01641908820455836
Encoded,encoded,MLP,KMeans,1,60,Adult,MLPClassifier,closest,0.006333496877784721
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,MLPClassifier,closest,-0.011450475148826359
Original,original,,KMeans,3,60,Adult,MLPClassifier,closest,0.01874902216371998
Decoded,decoded,GNN,KMeans,4,60,Adult,MLPClassifier,closest,0.026960450539686858
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Adult,MLPClassifier,closest,0.01407920107846104
Encoded,encoded,GNN,KMeans,1,60,Adult,MLPClassifier,closest,0.01149161403010492
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,MLPClassifier,closest,-0.04253623763593106
Original,original,,KMeans,3,60,Adult,MLPClassifier,closest,0.01874902216371998
Decoded,decoded,MLP,Agglo,3,60,Adult,XGBClassifier,centroid,0.1524586948897667
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Adult,XGBClassifier,centroid,0.0807060948207164
Encoded,encoded,MLP,Agglo,2,60,Adult,XGBClassifier,centroid,0.1327941675277739
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,XGBClassifier,centroid,0.0781033431775904
Original,original,,Agglo,4,60,Adult,XGBClassifier,centroid,0.3125863317497448
Decoded,decoded,GNN,Agglo,1,60,Adult,XGBClassifier,centroid,0.114104952127084
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Adult,XGBClassifier,centroid,0.1204573320719589
Encoded,encoded,GNN,Agglo,3,60,Adult,XGBClassifier,centroid,0.1386624076589391
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,XGBClassifier,centroid,0.0646207222873758
Original,original,,Agglo,4,60,Adult,XGBClassifier,centroid,0.3125863317497448
Decoded,decoded,MLP,Agglo,2,60,Adult,XGBClassifier,closest,0.1104326794980489
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Adult,XGBClassifier,closest,0.0895708366688926
Encoded,encoded,MLP,Agglo,4,60,Adult,XGBClassifier,closest,0.1244724309777946
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Adult,XGBClassifier,closest,0.059253111580405
Original,original,,Agglo,3,60,Adult,XGBClassifier,closest,0.1169063065788392
Decoded,decoded,GNN,Agglo,1,60,Adult,XGBClassifier,closest,0.0999831163363239
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Adult,XGBClassifier,closest,0.1060805135543688
Encoded,encoded,GNN,Agglo,4,60,Adult,XGBClassifier,closest,0.1538238163930371
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Adult,XGBClassifier,closest,0.0707630415692776
Original,original,,Agglo,3,60,Adult,XGBClassifier,closest,0.1169063065788392
Decoded,decoded,MLP,KIP,4,60,Adult,XGBClassifier,centroid,0.14579337608709428
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Adult,XGBClassifier,centroid,0.14338609907649086
Encoded,encoded,MLP,KIP,1,60,Adult,XGBClassifier,centroid,0.12906992837628573
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Adult,XGBClassifier,centroid,0.0697427711699773
Original,original,,KIP,2,60,Adult,XGBClassifier,centroid,0.14045804136770412
Decoded,decoded,GNN,KIP,3,60,Adult,XGBClassifier,centroid,0.16135340902994103
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Adult,XGBClassifier,centroid,0.1690118994970366
Encoded,encoded,GNN,KIP,2,60,Adult,XGBClassifier,centroid,0.1550514072700389
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Adult,XGBClassifier,centroid,0.06758491164266525
Original,original,,KIP,1,60,Adult,XGBClassifier,centroid,0.14045804136770412
Decoded,decoded,MLP,KMeans,1,60,Adult,XGBClassifier,centroid,0.09222493647407867
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Adult,XGBClassifier,centroid,0.09271929742134624
Encoded,encoded,MLP,KMeans,3,60,Adult,XGBClassifier,centroid,0.09828207964299994
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,XGBClassifier,centroid,0.07298778101676026
Original,original,,KMeans,4,60,Adult,XGBClassifier,centroid,0.32338053989530924
Decoded,decoded,GNN,KMeans,2,60,Adult,XGBClassifier,centroid,0.11833442809393135
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Adult,XGBClassifier,centroid,0.12167464119183513
Encoded,encoded,GNN,KMeans,1,60,Adult,XGBClassifier,centroid,0.11290907950083766
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,XGBClassifier,centroid,0.06182757626672194
Original,original,,KMeans,4,60,Adult,XGBClassifier,centroid,0.32338053989530924
Decoded,decoded,MLP,KMeans,1,60,Adult,XGBClassifier,closest,0.10289798235672301
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Adult,XGBClassifier,closest,0.12513282775298443
Encoded,encoded,MLP,KMeans,2,60,Adult,XGBClassifier,closest,0.1080655352894336
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Adult,XGBClassifier,closest,0.0691959950858536
Original,original,,KMeans,4,60,Adult,XGBClassifier,closest,0.13087991774594304
Decoded,decoded,GNN,KMeans,2,60,Adult,XGBClassifier,closest,0.1213568281991739
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Adult,XGBClassifier,closest,0.11959653803052821
Encoded,encoded,GNN,KMeans,3,60,Adult,XGBClassifier,closest,0.12992944932278921
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Adult,XGBClassifier,closest,0.06856880790119091
Original,original,,KMeans,4,60,Adult,XGBClassifier,closest,0.13087991774594304
Decoded,decoded,MLP,Agglo,2,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0029723314866316
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.080061585835258
Encoded,encoded,MLP,Agglo,4,60,AmazonEmployeeAccess,GaussianNB,centroid,0.0461835554760022
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,AmazonEmployeeAccess,GaussianNB,centroid,0.0166363248740123
Original,original,,Agglo,1,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0322467042410114
Decoded,decoded,GNN,Agglo,1,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0535616316753765
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0317883030570267
Encoded,encoded,GNN,Agglo,4,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0185230459376196
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0679234135317118
Original,original,,Agglo,2,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0322467042410114
Decoded,decoded,MLP,Agglo,3,60,AmazonEmployeeAccess,GaussianNB,closest,0.00722818628842
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0634325371705151
Encoded,encoded,MLP,Agglo,4,60,AmazonEmployeeAccess,GaussianNB,closest,0.024654707489111
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0336648374276564
Original,original,,Agglo,1,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0541793818423654
Decoded,decoded,GNN,Agglo,2,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0689573628689221
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0665845910261056
Encoded,encoded,GNN,Agglo,0,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0988305676461901
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,AmazonEmployeeAccess,GaussianNB,closest,-0.073066238243465
Original,original,,Agglo,4,60,AmazonEmployeeAccess,GaussianNB,closest,-0.0541793818423654
Decoded,decoded,MLP,KIP,0,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0023110695882103405
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,AmazonEmployeeAccess,GaussianNB,centroid,0.028469478484976662
Encoded,encoded,MLP,KIP,2,60,AmazonEmployeeAccess,GaussianNB,centroid,0.023367400545133442
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,AmazonEmployeeAccess,GaussianNB,centroid,0.0130492992282851
Original,original,,KIP,3,60,AmazonEmployeeAccess,GaussianNB,centroid,0.024596497814954238
Decoded,decoded,GNN,KIP,3,60,AmazonEmployeeAccess,GaussianNB,centroid,0.0028230236724191603
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.00786470907532486
Encoded,encoded,GNN,KIP,0,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.024036666273751423
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.01733833354434346
Original,original,,KIP,4,60,AmazonEmployeeAccess,GaussianNB,centroid,0.024596497814954238
Decoded,decoded,MLP,KMeans,1,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.0318302140224195
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.06651532151385904
Encoded,encoded,MLP,KMeans,4,60,AmazonEmployeeAccess,GaussianNB,centroid,0.01858009141829312
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.013808789951846121
Original,original,,KMeans,3,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.01313763240881832
Decoded,decoded,GNN,KMeans,4,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.00979130376572946
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.06719462841126889
Encoded,encoded,GNN,KMeans,0,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.08887423945422618
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.07214885377875384
Original,original,,KMeans,3,60,AmazonEmployeeAccess,GaussianNB,centroid,-0.01313763240881832
Decoded,decoded,MLP,KMeans,4,60,AmazonEmployeeAccess,GaussianNB,closest,0.0340983539759388
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,AmazonEmployeeAccess,GaussianNB,closest,-0.011877975060065198
Encoded,encoded,MLP,KMeans,3,60,AmazonEmployeeAccess,GaussianNB,closest,0.0267895472888115
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,GaussianNB,closest,-0.03727500141886088
Original,original,,KMeans,2,60,AmazonEmployeeAccess,GaussianNB,closest,0.02573100436427016
Decoded,decoded,GNN,KMeans,3,60,AmazonEmployeeAccess,GaussianNB,closest,-0.00890928167806862
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,GaussianNB,closest,-0.04843772510772436
Encoded,encoded,GNN,KMeans,0,60,AmazonEmployeeAccess,GaussianNB,closest,-0.06287590716139073
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,AmazonEmployeeAccess,GaussianNB,closest,-0.053036143841925856
Original,original,,KMeans,4,60,AmazonEmployeeAccess,GaussianNB,closest,0.02573100436427016
Decoded,decoded,MLP,Agglo,3,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0943274632329736
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0849258347535189
Encoded,encoded,MLP,Agglo,4,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1444562267247365
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0111626585873888
Original,original,,Agglo,1,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0708363315028719
Decoded,decoded,GNN,Agglo,3,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0811506659092343
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0418929495676324
Encoded,encoded,GNN,Agglo,1,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0523171116581457
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1309676197689832
Original,original,,Agglo,2,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0708363315028719
Decoded,decoded,MLP,Agglo,2,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0851480148961686
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0710307391276905
Encoded,encoded,MLP,Agglo,3,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0874771192324687
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0414283910875467
Original,original,,Agglo,4,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1286814365966041
Decoded,decoded,GNN,Agglo,1,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.051242820172947
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0193157861516128
Encoded,encoded,GNN,Agglo,2,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0737221485829705
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0907624818531844
Original,original,,Agglo,4,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1286814365966041
Decoded,decoded,MLP,KIP,4,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14400000000000002
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14020324433503759
Encoded,encoded,MLP,KIP,2,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13653853436849084
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06701079341033897
Original,original,,KIP,1,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11227974499779092
Decoded,decoded,GNN,KIP,4,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13586909045004106
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11957129331566
Encoded,encoded,GNN,KIP,1,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10025588588019951
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0838944644322414
Original,original,,KIP,2,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11227974499779092
Decoded,decoded,MLP,KMeans,2,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08106684340087109
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09853335858107681
Encoded,encoded,MLP,KMeans,4,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10510875465505279
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.041157482799974776
Original,original,,KMeans,1,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07041507290285935
Decoded,decoded,GNN,KMeans,1,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.05199911632897815
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.02619415514738376
Encoded,encoded,GNN,KMeans,4,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07377428517326265
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06347573060657714
Original,original,,KMeans,3,60,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07041507290285935
Decoded,decoded,MLP,KMeans,2,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07371634160196942
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09831446064507987
Encoded,encoded,MLP,KMeans,4,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10224717540869788
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.03990784573628736
Original,original,,KMeans,1,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06134620968250968
Decoded,decoded,GNN,KMeans,0,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.03763441267436726
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.04562014769929944
Encoded,encoded,GNN,KMeans,4,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.061424603926024134
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.058654169033642636
Original,original,,KMeans,3,60,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06134620968250968
Decoded,decoded,MLP,Agglo,4,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.14641014717595
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.1157416248689862
Encoded,encoded,MLP,Agglo,3,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.1289180335407622
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.0629797844638453
Original,original,,Agglo,0,60,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0120593200257779
Decoded,decoded,GNN,Agglo,3,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.1342160611671501
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.1375398629474662
Encoded,encoded,GNN,Agglo,1,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.0731734578715789
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.0820035039155584
Original,original,,Agglo,0,60,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0120593200257779
Decoded,decoded,MLP,Agglo,3,60,AmazonEmployeeAccess,LogisticRegression,closest,0.1034951653501967
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0575316620222435
Encoded,encoded,MLP,Agglo,4,60,AmazonEmployeeAccess,LogisticRegression,closest,0.1334221553998685
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0891448236130441
Original,original,,Agglo,0,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0224407716278643
Decoded,decoded,GNN,Agglo,2,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0591712083654545
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0636312598320088
Encoded,encoded,GNN,Agglo,1,60,AmazonEmployeeAccess,LogisticRegression,closest,0.054793549371933
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0710823496800425
Original,original,,Agglo,0,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0224407716278643
Decoded,decoded,MLP,KIP,1,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.1103454927165692
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.11256702372200644
Encoded,encoded,MLP,KIP,4,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.12810100678492425
Encoded-FT,encoded,MLP-MultiHead,KIP,3,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.12058336425712321
Original,original,,KIP,0,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.048099959314724466
Decoded,decoded,GNN,KIP,4,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.11760893211051829
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.0804213129527993
Encoded,encoded,GNN,KIP,3,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.09105888379276177
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.07798070738728355
Original,original,,KIP,0,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.048099959314724466
Decoded,decoded,MLP,KMeans,4,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.11154152484835625
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.09210737591470011
Encoded,encoded,MLP,KMeans,3,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.09352261034683396
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.07552017433991812
Original,original,,KMeans,0,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.0042849195587595
Decoded,decoded,GNN,KMeans,4,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.11711419405151888
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.08458462377616835
Encoded,encoded,GNN,KMeans,1,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.05789188957875726
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.06465445938083017
Original,original,,KMeans,0,60,AmazonEmployeeAccess,LogisticRegression,centroid,0.0042849195587595
Decoded,decoded,MLP,KMeans,1,60,AmazonEmployeeAccess,LogisticRegression,closest,0.06353711525429565
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,LogisticRegression,closest,0.057308882994385114
Encoded,encoded,MLP,KMeans,4,60,AmazonEmployeeAccess,LogisticRegression,closest,0.11477552522008043
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,AmazonEmployeeAccess,LogisticRegression,closest,0.10484627416766032
Original,original,,KMeans,2,60,AmazonEmployeeAccess,LogisticRegression,closest,0.08015024810353598
Decoded,decoded,GNN,KMeans,1,60,AmazonEmployeeAccess,LogisticRegression,closest,0.06081854686503022
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,AmazonEmployeeAccess,LogisticRegression,closest,0.04247862106935206
Encoded,encoded,GNN,KMeans,2,60,AmazonEmployeeAccess,LogisticRegression,closest,0.0699628339689476
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,AmazonEmployeeAccess,LogisticRegression,closest,0.07198227986998587
Original,original,,KMeans,4,60,AmazonEmployeeAccess,LogisticRegression,closest,0.08015024810353598
Decoded,decoded,MLP,Agglo,2,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.0274685484163254
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.044375847536153
Encoded,encoded,MLP,Agglo,3,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.0379347437337887
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0821656168558743
Original,original,,Agglo,0,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1326960385741356
Decoded,decoded,GNN,Agglo,4,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.0526106677918139
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.0515411395672787
Encoded,encoded,GNN,Agglo,1,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0183433664289861
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.010447047753341
Original,original,,Agglo,0,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1326960385741356
Decoded,decoded,MLP,Agglo,4,60,AmazonEmployeeAccess,MLPClassifier,closest,0.0089986712958181
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0338788793477792
Encoded,encoded,MLP,Agglo,3,60,AmazonEmployeeAccess,MLPClassifier,closest,0.0086977810024705
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0990790705498839
Original,original,,Agglo,1,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0793892200581675
Decoded,decoded,GNN,Agglo,1,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0410380168047229
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0055678381100807
Encoded,encoded,GNN,Agglo,3,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0056239131192954
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0189759198865917
Original,original,,Agglo,0,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0793892200581675
Decoded,decoded,MLP,KIP,3,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.034684581492374744
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.05674613133724528
Encoded,encoded,MLP,KIP,2,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.03135153765197518
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.01422486215463436
Original,original,,KIP,0,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.07398577746290666
Decoded,decoded,GNN,KIP,4,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.04208060167117196
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.0076639493081916395
Encoded,encoded,GNN,KIP,3,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.01417124897509236
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.0004416248896450401
Original,original,,KIP,0,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.07398577746290666
Decoded,decoded,MLP,KMeans,4,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.01662008565799566
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.009877544489023218
Encoded,encoded,MLP,KMeans,2,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.01646991404795236
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11639284510236085
Original,original,,KMeans,0,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.12247452177249003
Decoded,decoded,GNN,KMeans,4,60,AmazonEmployeeAccess,MLPClassifier,centroid,0.02905765947014578
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,AmazonEmployeeAccess,MLPClassifier,centroid,-2.7353663032202853e-06
Encoded,encoded,GNN,KMeans,1,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.047431798770042624
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0394610781309516
Original,original,,KMeans,0,60,AmazonEmployeeAccess,MLPClassifier,centroid,-0.12247452177249003
Decoded,decoded,MLP,KMeans,4,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.003884083382171119
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.026670094992433356
Encoded,encoded,MLP,KMeans,3,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.025378318255766343
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.07196051225204761
Original,original,,KMeans,1,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.026889608138261863
Decoded,decoded,GNN,KMeans,3,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.02834044642545754
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.0633059500371668
Encoded,encoded,GNN,KMeans,2,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.040775284871304496
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.047802714440750974
Original,original,,KMeans,4,60,AmazonEmployeeAccess,MLPClassifier,closest,-0.026889608138261863
Decoded,decoded,MLP,Agglo,2,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3490841136068031
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3448859444288094
Encoded,encoded,MLP,Agglo,3,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.359779913440987
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.2785623825786676
Original,original,,Agglo,4,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,2,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3613482250838589
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3638554319964099
Encoded,encoded,GNN,Agglo,0,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3021331700527112
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3156152307352952
Original,original,,Agglo,4,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,2,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3199213134455507
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3367905279491295
Encoded,encoded,MLP,Agglo,4,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3378292551209012
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2687698237634155
Original,original,,Agglo,1,60,AmazonEmployeeAccess,XGBClassifier,closest,0.303557913912574
Decoded,decoded,GNN,Agglo,1,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2975670490070053
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3127747754257593
Encoded,encoded,GNN,Agglo,2,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2984065877646021
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2870604543967872
Original,original,,Agglo,3,60,AmazonEmployeeAccess,XGBClassifier,closest,0.303557913912574
Decoded,decoded,MLP,KIP,1,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.35095952719611173
Decoded-FT,decoded,MLP-MultiHead,KIP,0,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3337266393349104
Encoded,encoded,MLP,KIP,2,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3511483521080695
Encoded-FT,encoded,MLP-MultiHead,KIP,3,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3524078504004685
Original,original,,KIP,4,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3529301138654152
Decoded,decoded,GNN,KIP,2,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.33724157799058346
Decoded-FT,decoded,GNN-MultiHead,KIP,0,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.30906064835591124
Encoded,encoded,GNN,KIP,3,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.33826309604399446
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3332163556982149
Original,original,,KIP,4,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3529301138654152
Decoded,decoded,MLP,KMeans,2,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3442224901309034
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3477231670862776
Encoded,encoded,MLP,KMeans,1,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3361454237056082
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.2943706216580083
Original,original,,KMeans,4,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,KMeans,3,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.34881646903119323
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3330860988354847
Encoded,encoded,GNN,KMeans,0,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.2802312867476478
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.2992051479033399
Original,original,,KMeans,4,60,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,KMeans,3,60,AmazonEmployeeAccess,XGBClassifier,closest,0.33017766275452387
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,AmazonEmployeeAccess,XGBClassifier,closest,0.30821977850628657
Encoded,encoded,MLP,KMeans,4,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3405337488875874
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2876952902160933
Original,original,,KMeans,1,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3052168348913449
Decoded,decoded,GNN,KMeans,3,60,AmazonEmployeeAccess,XGBClassifier,closest,0.29927388929878085
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,AmazonEmployeeAccess,XGBClassifier,closest,0.29578376600162776
Encoded,encoded,GNN,KMeans,1,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2836437313171726
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,AmazonEmployeeAccess,XGBClassifier,closest,0.2785773098249804
Original,original,,KMeans,4,60,AmazonEmployeeAccess,XGBClassifier,closest,0.3052168348913449
Decoded,decoded,MLP,Agglo,1,60,BankMarketing,GaussianNB,centroid,0.0495940080528277
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,BankMarketing,GaussianNB,centroid,0.1062057790725742
Encoded,encoded,MLP,Agglo,2,60,BankMarketing,GaussianNB,centroid,0.0696961802014251
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,BankMarketing,GaussianNB,centroid,-0.0574857144708629
Original,original,,Agglo,4,60,BankMarketing,GaussianNB,centroid,0.1100860938866227
Decoded,decoded,GNN,Agglo,4,60,BankMarketing,GaussianNB,centroid,0.1616487575024893
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,BankMarketing,GaussianNB,centroid,0.1328606124997477
Encoded,encoded,GNN,Agglo,1,60,BankMarketing,GaussianNB,centroid,-0.0381309745794975
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,GaussianNB,centroid,-0.1209167186678239
Original,original,,Agglo,2,60,BankMarketing,GaussianNB,centroid,0.1100860938866227
Decoded,decoded,MLP,Agglo,4,60,BankMarketing,GaussianNB,closest,0.1545639833676808
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,BankMarketing,GaussianNB,closest,0.1325095034354638
Encoded,encoded,MLP,Agglo,2,60,BankMarketing,GaussianNB,closest,0.0558313486490915
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,BankMarketing,GaussianNB,closest,-0.0439291342908223
Original,original,,Agglo,1,60,BankMarketing,GaussianNB,closest,0.0468304969445117
Decoded,decoded,GNN,Agglo,3,60,BankMarketing,GaussianNB,closest,0.1002840537132066
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,BankMarketing,GaussianNB,closest,0.2162805326077079
Encoded,encoded,GNN,Agglo,1,60,BankMarketing,GaussianNB,closest,-0.0159461542438024
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,GaussianNB,closest,-0.1298383351892727
Original,original,,Agglo,2,60,BankMarketing,GaussianNB,closest,0.0468304969445117
Decoded,decoded,MLP,KIP,3,60,BankMarketing,GaussianNB,centroid,0.16079587470413834
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,BankMarketing,GaussianNB,centroid,0.14377736504134878
Encoded,encoded,MLP,KIP,1,60,BankMarketing,GaussianNB,centroid,0.1041058699868466
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,BankMarketing,GaussianNB,centroid,0.010783113126780802
Original,original,,KIP,4,60,BankMarketing,GaussianNB,centroid,0.1841247155891393
Decoded,decoded,GNN,KIP,2,60,BankMarketing,GaussianNB,centroid,0.14118077801585965
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,BankMarketing,GaussianNB,centroid,0.14119612430969286
Encoded,encoded,GNN,KIP,1,60,BankMarketing,GaussianNB,centroid,0.04543257034368474
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,BankMarketing,GaussianNB,centroid,-0.06358838471126212
Original,original,,KIP,4,60,BankMarketing,GaussianNB,centroid,0.1841247155891393
Decoded,decoded,MLP,KMeans,2,60,BankMarketing,GaussianNB,centroid,0.0020326328187121197
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,BankMarketing,GaussianNB,centroid,-0.00375524693762648
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,GaussianNB,centroid,0.053985934724053074
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,BankMarketing,GaussianNB,centroid,-0.046335173955837076
Original,original,,KMeans,3,60,BankMarketing,GaussianNB,centroid,0.040122163568222395
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,GaussianNB,centroid,0.12031299959218911
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,GaussianNB,centroid,0.15556364271530426
Encoded,encoded,GNN,KMeans,1,60,BankMarketing,GaussianNB,centroid,-0.04265715923016984
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,GaussianNB,centroid,-0.11923207263480395
Original,original,,KMeans,2,60,BankMarketing,GaussianNB,centroid,0.040122163568222395
Decoded,decoded,MLP,KMeans,1,60,BankMarketing,GaussianNB,closest,-0.01434077284937236
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,BankMarketing,GaussianNB,closest,0.0449778075212451
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,GaussianNB,closest,0.0613194602051602
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,BankMarketing,GaussianNB,closest,-0.0494737119606687
Original,original,,KMeans,2,60,BankMarketing,GaussianNB,closest,0.039577001943912914
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,GaussianNB,closest,0.08372996826321628
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,GaussianNB,closest,0.17171545496974697
Encoded,encoded,GNN,KMeans,1,60,BankMarketing,GaussianNB,closest,-0.03624603142926868
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,GaussianNB,closest,-0.11434709104520191
Original,original,,KMeans,2,60,BankMarketing,GaussianNB,closest,0.039577001943912914
Decoded,decoded,MLP,Agglo,3,60,BankMarketing,KNeighborsClassifier,centroid,-0.0488651043461316
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,BankMarketing,KNeighborsClassifier,centroid,-0.0741285991381812
Encoded,encoded,MLP,Agglo,4,60,BankMarketing,KNeighborsClassifier,centroid,-0.0382673999481204
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,BankMarketing,KNeighborsClassifier,centroid,-0.1596258354594882
Original,original,,Agglo,0,60,BankMarketing,KNeighborsClassifier,centroid,-0.1737191126804004
Decoded,decoded,GNN,Agglo,3,60,BankMarketing,KNeighborsClassifier,centroid,-0.0688546703782427
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,BankMarketing,KNeighborsClassifier,centroid,-0.0539365805751395
Encoded,encoded,GNN,Agglo,2,60,BankMarketing,KNeighborsClassifier,centroid,-0.0989384712075397
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,KNeighborsClassifier,centroid,-0.2153443209403346
Original,original,,Agglo,1,60,BankMarketing,KNeighborsClassifier,centroid,-0.1737191126804004
Decoded,decoded,MLP,Agglo,3,60,BankMarketing,KNeighborsClassifier,closest,-0.0464240591684055
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,BankMarketing,KNeighborsClassifier,closest,-0.0819564948062456
Encoded,encoded,MLP,Agglo,4,60,BankMarketing,KNeighborsClassifier,closest,0.0079237178221463
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,BankMarketing,KNeighborsClassifier,closest,-0.0963672434063389
Original,original,,Agglo,2,60,BankMarketing,KNeighborsClassifier,closest,-0.0690814817395882
Decoded,decoded,GNN,Agglo,2,60,BankMarketing,KNeighborsClassifier,closest,-0.0757075675626845
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,BankMarketing,KNeighborsClassifier,closest,-0.052497473779574
Encoded,encoded,GNN,Agglo,1,60,BankMarketing,KNeighborsClassifier,closest,-0.0839534349499852
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,KNeighborsClassifier,closest,-0.2199057135814513
Original,original,,Agglo,3,60,BankMarketing,KNeighborsClassifier,closest,-0.0690814817395882
Decoded,decoded,MLP,KIP,3,60,BankMarketing,KNeighborsClassifier,centroid,0.0673819774337214
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,BankMarketing,KNeighborsClassifier,centroid,0.05468176720572272
Encoded,encoded,MLP,KIP,2,60,BankMarketing,KNeighborsClassifier,centroid,0.06398632421054809
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,BankMarketing,KNeighborsClassifier,centroid,-0.049793643603532306
Original,original,,KIP,4,60,BankMarketing,KNeighborsClassifier,centroid,0.09973150438846112
Decoded,decoded,GNN,KIP,4,60,BankMarketing,KNeighborsClassifier,centroid,0.11341619852543575
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,BankMarketing,KNeighborsClassifier,centroid,0.08729649891014397
Encoded,encoded,GNN,KIP,1,60,BankMarketing,KNeighborsClassifier,centroid,0.016825370092905544
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,BankMarketing,KNeighborsClassifier,centroid,-0.10547409059290998
Original,original,,KIP,3,60,BankMarketing,KNeighborsClassifier,centroid,0.09973150438846112
Decoded,decoded,MLP,KMeans,3,60,BankMarketing,KNeighborsClassifier,centroid,-0.06374347796348553
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,BankMarketing,KNeighborsClassifier,centroid,-0.08611488592324149
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,KNeighborsClassifier,centroid,-0.05238887533828118
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,BankMarketing,KNeighborsClassifier,centroid,-0.1794062059201959
Original,original,,KMeans,1,60,BankMarketing,KNeighborsClassifier,centroid,-0.17450095047833636
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,KNeighborsClassifier,centroid,-0.08603696992926575
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,KNeighborsClassifier,centroid,-0.04791652954742255
Encoded,encoded,GNN,KMeans,2,60,BankMarketing,KNeighborsClassifier,centroid,-0.12387371866099343
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,KNeighborsClassifier,centroid,-0.23668030115902855
Original,original,,KMeans,1,60,BankMarketing,KNeighborsClassifier,centroid,-0.17450095047833636
Decoded,decoded,MLP,KMeans,2,60,BankMarketing,KNeighborsClassifier,closest,-0.08334414155610004
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,BankMarketing,KNeighborsClassifier,closest,-0.07386778220430953
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,KNeighborsClassifier,closest,-0.02696880650119434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,BankMarketing,KNeighborsClassifier,closest,-0.1302993200176028
Original,original,,KMeans,1,60,BankMarketing,KNeighborsClassifier,closest,-0.09069963723087512
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,KNeighborsClassifier,closest,-0.08840522898591122
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,KNeighborsClassifier,closest,-0.060352309346176636
Encoded,encoded,GNN,KMeans,1,60,BankMarketing,KNeighborsClassifier,closest,-0.0950474464847787
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,KNeighborsClassifier,closest,-0.20883786762475903
Original,original,,KMeans,2,60,BankMarketing,KNeighborsClassifier,closest,-0.09069963723087512
Decoded,decoded,MLP,Agglo,3,60,BankMarketing,LogisticRegression,centroid,0.1598061444416891
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,BankMarketing,LogisticRegression,centroid,0.1350062604828787
Encoded,encoded,MLP,Agglo,4,60,BankMarketing,LogisticRegression,centroid,0.2510513703571669
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,BankMarketing,LogisticRegression,centroid,0.0949043931125457
Original,original,,Agglo,0,60,BankMarketing,LogisticRegression,centroid,0.0349921853037173
Decoded,decoded,GNN,Agglo,4,60,BankMarketing,LogisticRegression,centroid,0.1492419194497605
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,BankMarketing,LogisticRegression,centroid,0.112283761682051
Encoded,encoded,GNN,Agglo,2,60,BankMarketing,LogisticRegression,centroid,0.093420492373289
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,BankMarketing,LogisticRegression,centroid,0.0782880940044923
Original,original,,Agglo,0,60,BankMarketing,LogisticRegression,centroid,0.0349921853037173
Decoded,decoded,MLP,Agglo,3,60,BankMarketing,LogisticRegression,closest,0.1629214001780834
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,BankMarketing,LogisticRegression,closest,0.1130259649749348
Encoded,encoded,MLP,Agglo,4,60,BankMarketing,LogisticRegression,closest,0.2246154523209945
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,BankMarketing,LogisticRegression,closest,0.1092630992431651
Original,original,,Agglo,0,60,BankMarketing,LogisticRegression,closest,0.0996374724519152
Decoded,decoded,GNN,Agglo,1,60,BankMarketing,LogisticRegression,closest,0.089501193608073
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,BankMarketing,LogisticRegression,closest,0.1125426286339224
Encoded,encoded,GNN,Agglo,3,60,BankMarketing,LogisticRegression,closest,0.1080963642661425
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,LogisticRegression,closest,0.0402739816456122
Original,original,,Agglo,2,60,BankMarketing,LogisticRegression,closest,0.0996374724519152
Decoded,decoded,MLP,KIP,3,60,BankMarketing,LogisticRegression,centroid,0.21609315264664591
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,BankMarketing,LogisticRegression,centroid,0.16758173878920835
Encoded,encoded,MLP,KIP,4,60,BankMarketing,LogisticRegression,centroid,0.2267725841813956
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,BankMarketing,LogisticRegression,centroid,0.11135280176368449
Original,original,,KIP,1,60,BankMarketing,LogisticRegression,centroid,0.14443139500959662
Decoded,decoded,GNN,KIP,4,60,BankMarketing,LogisticRegression,centroid,0.22309902565109724
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,BankMarketing,LogisticRegression,centroid,0.20087526621753402
Encoded,encoded,GNN,KIP,2,60,BankMarketing,LogisticRegression,centroid,0.1488788734090021
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,BankMarketing,LogisticRegression,centroid,0.07950500895538018
Original,original,,KIP,1,60,BankMarketing,LogisticRegression,centroid,0.14443139500959662
Decoded,decoded,MLP,KMeans,3,60,BankMarketing,LogisticRegression,centroid,0.10952560828991378
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,BankMarketing,LogisticRegression,centroid,0.07770060386691842
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,LogisticRegression,centroid,0.2469457936143707
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,BankMarketing,LogisticRegression,centroid,0.08821753221009276
Original,original,,KMeans,0,60,BankMarketing,LogisticRegression,centroid,0.03652664540172248
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,LogisticRegression,centroid,0.09413001798157891
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,LogisticRegression,centroid,0.11584545225649914
Encoded,encoded,GNN,KMeans,2,60,BankMarketing,LogisticRegression,centroid,0.08745676435026492
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,BankMarketing,LogisticRegression,centroid,0.06530316582774129
Original,original,,KMeans,0,60,BankMarketing,LogisticRegression,centroid,0.03652664540172248
Decoded,decoded,MLP,KMeans,2,60,BankMarketing,LogisticRegression,closest,0.08313003151297306
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,BankMarketing,LogisticRegression,closest,0.07934581905845023
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,LogisticRegression,closest,0.22838087257764333
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,BankMarketing,LogisticRegression,closest,0.09553677712794774
Original,original,,KMeans,0,60,BankMarketing,LogisticRegression,closest,0.0628015019088751
Decoded,decoded,GNN,KMeans,2,60,BankMarketing,LogisticRegression,closest,0.08625899568980837
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,LogisticRegression,closest,0.13290386121493963
Encoded,encoded,GNN,KMeans,3,60,BankMarketing,LogisticRegression,closest,0.08968081970403684
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,LogisticRegression,closest,0.05783153464852588
Original,original,,KMeans,1,60,BankMarketing,LogisticRegression,closest,0.0628015019088751
Decoded,decoded,MLP,Agglo,3,60,BankMarketing,MLPClassifier,centroid,0.0145421974723909
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,BankMarketing,MLPClassifier,centroid,0.0166052902764128
Encoded,encoded,MLP,Agglo,2,60,BankMarketing,MLPClassifier,centroid,0.0077905959314321
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,BankMarketing,MLPClassifier,centroid,-0.1007292772382621
Original,original,,Agglo,1,60,BankMarketing,MLPClassifier,centroid,-0.0697702235975512
Decoded,decoded,GNN,Agglo,4,60,BankMarketing,MLPClassifier,centroid,0.01991755970531
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,BankMarketing,MLPClassifier,centroid,-0.0423480707177566
Encoded,encoded,GNN,Agglo,1,60,BankMarketing,MLPClassifier,centroid,-0.0966766777562249
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,MLPClassifier,centroid,-0.1412029871796284
Original,original,,Agglo,2,60,BankMarketing,MLPClassifier,centroid,-0.0697702235975512
Decoded,decoded,MLP,Agglo,4,60,BankMarketing,MLPClassifier,closest,0.0547720602715061
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,BankMarketing,MLPClassifier,closest,-0.0053577849801481
Encoded,encoded,MLP,Agglo,3,60,BankMarketing,MLPClassifier,closest,0.0147160335230981
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,BankMarketing,MLPClassifier,closest,-0.0744189600761005
Original,original,,Agglo,1,60,BankMarketing,MLPClassifier,closest,-0.0327572959750176
Decoded,decoded,GNN,Agglo,3,60,BankMarketing,MLPClassifier,closest,-0.0271559617721564
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,BankMarketing,MLPClassifier,closest,0.0008376007824559
Encoded,encoded,GNN,Agglo,1,60,BankMarketing,MLPClassifier,closest,-0.060807165322404
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,MLPClassifier,closest,-0.1236428647823652
Original,original,,Agglo,2,60,BankMarketing,MLPClassifier,closest,-0.0327572959750176
Decoded,decoded,MLP,KIP,3,60,BankMarketing,MLPClassifier,centroid,0.08437593751554769
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,BankMarketing,MLPClassifier,centroid,0.0288146585946361
Encoded,encoded,MLP,KIP,4,60,BankMarketing,MLPClassifier,centroid,0.08794963133946702
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,BankMarketing,MLPClassifier,centroid,-0.05793340366220564
Original,original,,KIP,1,60,BankMarketing,MLPClassifier,centroid,-0.030863957724025736
Decoded,decoded,GNN,KIP,4,60,BankMarketing,MLPClassifier,centroid,0.09293900901832232
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,BankMarketing,MLPClassifier,centroid,0.06530682286389457
Encoded,encoded,GNN,KIP,2,60,BankMarketing,MLPClassifier,centroid,-0.00436475957446362
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,BankMarketing,MLPClassifier,centroid,-0.09383535953376779
Original,original,,KIP,1,60,BankMarketing,MLPClassifier,centroid,-0.030863957724025736
Decoded,decoded,MLP,KMeans,3,60,BankMarketing,MLPClassifier,centroid,-0.025022113077744157
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,BankMarketing,MLPClassifier,centroid,-0.05355547604414088
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,MLPClassifier,centroid,-0.02444259999147942
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,BankMarketing,MLPClassifier,centroid,-0.1211032794684876
Original,original,,KMeans,1,60,BankMarketing,MLPClassifier,centroid,-0.0848971179561766
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,MLPClassifier,centroid,-0.01860161931185948
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,MLPClassifier,centroid,-0.004721399053986301
Encoded,encoded,GNN,KMeans,1,60,BankMarketing,MLPClassifier,centroid,-0.09815829120502788
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,MLPClassifier,centroid,-0.14359927319549382
Original,original,,KMeans,2,60,BankMarketing,MLPClassifier,centroid,-0.0848971179561766
Decoded,decoded,MLP,KMeans,3,60,BankMarketing,MLPClassifier,closest,-0.0406298793634412
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,BankMarketing,MLPClassifier,closest,-0.05765982415001316
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,MLPClassifier,closest,-0.02479518776527866
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,BankMarketing,MLPClassifier,closest,-0.11615093318826628
Original,original,,KMeans,1,60,BankMarketing,MLPClassifier,closest,-0.06150373099534009
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,MLPClassifier,closest,-0.040556174069619554
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,BankMarketing,MLPClassifier,closest,0.022169563288686123
Encoded,encoded,GNN,KMeans,1,60,BankMarketing,MLPClassifier,closest,-0.08254134899754534
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,MLPClassifier,closest,-0.11771268699292228
Original,original,,KMeans,2,60,BankMarketing,MLPClassifier,closest,-0.06150373099534009
Decoded,decoded,MLP,Agglo,3,60,BankMarketing,XGBClassifier,centroid,0.212109705153601
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,BankMarketing,XGBClassifier,centroid,0.1401560146830575
Encoded,encoded,MLP,Agglo,2,60,BankMarketing,XGBClassifier,centroid,0.1993520811115148
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,BankMarketing,XGBClassifier,centroid,0.1181617166396179
Original,original,,Agglo,4,60,BankMarketing,XGBClassifier,centroid,0.3032173538330757
Decoded,decoded,GNN,Agglo,3,60,BankMarketing,XGBClassifier,centroid,0.1391635102815571
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,BankMarketing,XGBClassifier,centroid,0.1069844649906901
Encoded,encoded,GNN,Agglo,2,60,BankMarketing,XGBClassifier,centroid,0.1361941323590353
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,XGBClassifier,centroid,0.1036682737394724
Original,original,,Agglo,4,60,BankMarketing,XGBClassifier,centroid,0.3032173538330757
Decoded,decoded,MLP,Agglo,4,60,BankMarketing,XGBClassifier,closest,0.2102400921965248
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,BankMarketing,XGBClassifier,closest,0.1429869676537433
Encoded,encoded,MLP,Agglo,3,60,BankMarketing,XGBClassifier,closest,0.2088235518666155
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,BankMarketing,XGBClassifier,closest,0.1415202388919296
Original,original,,Agglo,0,60,BankMarketing,XGBClassifier,closest,0.1109914042610603
Decoded,decoded,GNN,Agglo,3,60,BankMarketing,XGBClassifier,closest,0.1242730656208114
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,BankMarketing,XGBClassifier,closest,0.1015776314289222
Encoded,encoded,GNN,Agglo,4,60,BankMarketing,XGBClassifier,closest,0.1412870691945784
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,BankMarketing,XGBClassifier,closest,0.0784984622439684
Original,original,,Agglo,2,60,BankMarketing,XGBClassifier,closest,0.1109914042610603
Decoded,decoded,MLP,KIP,2,60,BankMarketing,XGBClassifier,centroid,0.2378340174688284
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,BankMarketing,XGBClassifier,centroid,0.20152783098738913
Encoded,encoded,MLP,KIP,3,60,BankMarketing,XGBClassifier,centroid,0.27021404177204467
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,BankMarketing,XGBClassifier,centroid,0.1753271165594415
Original,original,,KIP,4,60,BankMarketing,XGBClassifier,centroid,0.27503160557049033
Decoded,decoded,GNN,KIP,3,60,BankMarketing,XGBClassifier,centroid,0.2554705828829411
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,BankMarketing,XGBClassifier,centroid,0.19338168527748
Encoded,encoded,GNN,KIP,2,60,BankMarketing,XGBClassifier,centroid,0.20574080566075445
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,BankMarketing,XGBClassifier,centroid,0.12879039996675798
Original,original,,KIP,4,60,BankMarketing,XGBClassifier,centroid,0.27503160557049033
Decoded,decoded,MLP,KMeans,2,60,BankMarketing,XGBClassifier,centroid,0.18755169189459328
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,BankMarketing,XGBClassifier,centroid,0.08821299019298007
Encoded,encoded,MLP,KMeans,3,60,BankMarketing,XGBClassifier,centroid,0.19679890421506474
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,BankMarketing,XGBClassifier,centroid,0.11625808568804896
Original,original,,KMeans,4,60,BankMarketing,XGBClassifier,centroid,0.40381772512734526
Decoded,decoded,GNN,KMeans,0,60,BankMarketing,XGBClassifier,centroid,0.08855191855606503
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,BankMarketing,XGBClassifier,centroid,0.10953025755426635
Encoded,encoded,GNN,KMeans,3,60,BankMarketing,XGBClassifier,centroid,0.12007253167096557
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,BankMarketing,XGBClassifier,centroid,0.08919235298512901
Original,original,,KMeans,4,60,BankMarketing,XGBClassifier,centroid,0.40381772512734526
Decoded,decoded,MLP,KMeans,3,60,BankMarketing,XGBClassifier,closest,0.12086127854842535
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,BankMarketing,XGBClassifier,closest,0.10351878480414431
Encoded,encoded,MLP,KMeans,4,60,BankMarketing,XGBClassifier,closest,0.21712862343894884
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,BankMarketing,XGBClassifier,closest,0.1175549247304937
Original,original,,KMeans,1,60,BankMarketing,XGBClassifier,closest,0.10949951870420223
Decoded,decoded,GNN,KMeans,3,60,BankMarketing,XGBClassifier,closest,0.11541577110770869
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,BankMarketing,XGBClassifier,closest,0.1059887565396715
Encoded,encoded,GNN,KMeans,4,60,BankMarketing,XGBClassifier,closest,0.13089508502558664
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,BankMarketing,XGBClassifier,closest,0.07901504013384911
Original,original,,KMeans,2,60,BankMarketing,XGBClassifier,closest,0.10949951870420223
Decoded,decoded,MLP,Agglo,3,60,Credit,GaussianNB,centroid,0.0490341753343238
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,60,Credit,GaussianNB,centroid,-0.037890044576523
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,GaussianNB,centroid,-0.0601783060921248
Original,original,,Agglo,2,60,Credit,GaussianNB,centroid,0.0445765230312035
Decoded,decoded,GNN,Agglo,3,60,Credit,GaussianNB,centroid,0.0579494799405644
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Credit,GaussianNB,centroid,0.0646359583952449
Encoded,encoded,GNN,Agglo,0,60,Credit,GaussianNB,centroid,-0.0215453194650819
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Credit,GaussianNB,centroid,0.0126300148588409
Original,original,,Agglo,2,60,Credit,GaussianNB,centroid,0.0445765230312035
Decoded,decoded,MLP,Agglo,4,60,Credit,GaussianNB,closest,0.0542347696879642
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,60,Credit,GaussianNB,closest,-0.0208023774145618
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,GaussianNB,closest,-0.0653789004457654
Original,original,,Agglo,2,60,Credit,GaussianNB,closest,0.0497771173848439
Decoded,decoded,GNN,Agglo,4,60,Credit,GaussianNB,closest,0.0579494799405646
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Credit,GaussianNB,closest,0.0512630014858841
Encoded,encoded,GNN,Agglo,0,60,Credit,GaussianNB,closest,-0.0170876671619614
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Credit,GaussianNB,closest,0.0178306092124813
Original,original,,Agglo,2,60,Credit,GaussianNB,closest,0.0497771173848439
Decoded,decoded,MLP,KIP,4,60,Credit,GaussianNB,centroid,0.0615156017830607
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Credit,GaussianNB,centroid,0.06002971768202063
Encoded,encoded,MLP,KIP,1,60,Credit,GaussianNB,centroid,-0.0002971768202081601
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Credit,GaussianNB,centroid,-0.031500742942050595
Original,original,,KIP,2,60,Credit,GaussianNB,centroid,0.03476968796433858
Decoded,decoded,GNN,KIP,4,60,Credit,GaussianNB,centroid,0.06315007429420487
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Credit,GaussianNB,centroid,0.059435364041604585
Encoded,encoded,GNN,KIP,1,60,Credit,GaussianNB,centroid,-0.00876671619613672
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Credit,GaussianNB,centroid,-0.048588410104011936
Original,original,,KIP,2,60,Credit,GaussianNB,centroid,0.03476968796433858
Decoded,decoded,MLP,KMeans,2,60,Credit,GaussianNB,centroid,0.02332838038632968
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Credit,GaussianNB,centroid,0.05527488855869224
Encoded,encoded,MLP,KMeans,1,60,Credit,GaussianNB,centroid,-0.02124814264487378
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Credit,GaussianNB,centroid,-0.05497771173848446
Original,original,,KMeans,3,60,Credit,GaussianNB,centroid,0.0491827637444277
Decoded,decoded,GNN,KMeans,3,60,Credit,GaussianNB,centroid,0.0485884101040117
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Credit,GaussianNB,centroid,0.02867756315007408
Encoded,encoded,GNN,KMeans,0,60,Credit,GaussianNB,centroid,-0.01381872213967322
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Credit,GaussianNB,centroid,0.0034175334323920995
Original,original,,KMeans,4,60,Credit,GaussianNB,centroid,0.0491827637444277
Decoded,decoded,MLP,KMeans,2,60,Credit,GaussianNB,closest,-0.001783060921248282
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Credit,GaussianNB,closest,0.054086181277860135
Encoded,encoded,MLP,KMeans,1,60,Credit,GaussianNB,closest,-0.015156017830609358
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Credit,GaussianNB,closest,-0.05720653789004472
Original,original,,KMeans,4,60,Credit,GaussianNB,closest,0.0588410104011885
Decoded,decoded,GNN,KMeans,2,60,Credit,GaussianNB,closest,0.049182763744427774
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Credit,GaussianNB,closest,0.0517087667161959
Encoded,encoded,GNN,KMeans,0,60,Credit,GaussianNB,closest,-0.00490341753343252
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Credit,GaussianNB,closest,-0.0014858841010402407
Original,original,,KMeans,4,60,Credit,GaussianNB,closest,0.0588410104011885
Decoded,decoded,MLP,Agglo,3,60,Credit,KNeighborsClassifier,centroid,0.2226368159203981
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Credit,KNeighborsClassifier,centroid,0.2052238805970148
Encoded,encoded,MLP,Agglo,1,60,Credit,KNeighborsClassifier,centroid,0.1747512437810946
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,KNeighborsClassifier,centroid,0.169776119402985
Original,original,,Agglo,4,60,Credit,KNeighborsClassifier,centroid,0.2294776119402985
Decoded,decoded,GNN,Agglo,1,60,Credit,KNeighborsClassifier,centroid,0.1374378109452737
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Credit,KNeighborsClassifier,centroid,0.2164179104477613
Encoded,encoded,GNN,Agglo,2,60,Credit,KNeighborsClassifier,centroid,0.1610696517412936
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Credit,KNeighborsClassifier,centroid,0.1262437810945275
Original,original,,Agglo,4,60,Credit,KNeighborsClassifier,centroid,0.2294776119402985
Decoded,decoded,MLP,Agglo,4,60,Credit,KNeighborsClassifier,closest,0.220771144278607
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Credit,KNeighborsClassifier,closest,0.1958955223880597
Encoded,encoded,MLP,Agglo,3,60,Credit,KNeighborsClassifier,closest,0.2027363184079602
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,KNeighborsClassifier,closest,0.1349502487562189
Original,original,,Agglo,1,60,Credit,KNeighborsClassifier,closest,0.1430348258706466
Decoded,decoded,GNN,Agglo,3,60,Credit,KNeighborsClassifier,closest,0.1815920398009949
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Credit,KNeighborsClassifier,closest,0.2008706467661691
Encoded,encoded,GNN,Agglo,2,60,Credit,KNeighborsClassifier,closest,0.1679104477611939
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Credit,KNeighborsClassifier,closest,0.1523631840796019
Original,original,,Agglo,0,60,Credit,KNeighborsClassifier,closest,0.1430348258706466
Decoded,decoded,MLP,KIP,1,60,Credit,KNeighborsClassifier,centroid,0.17213930348258702
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Credit,KNeighborsClassifier,centroid,0.17636815920398008
Encoded,encoded,MLP,KIP,2,60,Credit,KNeighborsClassifier,centroid,0.17363184079601984
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Credit,KNeighborsClassifier,centroid,0.1528606965174129
Original,original,,KIP,4,60,Credit,KNeighborsClassifier,centroid,0.20223880597014926
Decoded,decoded,GNN,KIP,3,60,Credit,KNeighborsClassifier,centroid,0.17835820895522386
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Credit,KNeighborsClassifier,centroid,0.17599502487562185
Encoded,encoded,GNN,KIP,1,60,Credit,KNeighborsClassifier,centroid,0.17388059701492536
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Credit,KNeighborsClassifier,centroid,0.15547263681592044
Original,original,,KIP,4,60,Credit,KNeighborsClassifier,centroid,0.20223880597014926
Decoded,decoded,MLP,KMeans,3,60,Credit,KNeighborsClassifier,centroid,0.18905472636815918
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Credit,KNeighborsClassifier,centroid,0.17101990049751237
Encoded,encoded,MLP,KMeans,1,60,Credit,KNeighborsClassifier,centroid,0.15895522388059707
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Credit,KNeighborsClassifier,centroid,0.15422885572139297
Original,original,,KMeans,4,60,Credit,KNeighborsClassifier,centroid,0.18955223880597014
Decoded,decoded,GNN,KMeans,4,60,Credit,KNeighborsClassifier,centroid,0.20621890547263674
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Credit,KNeighborsClassifier,centroid,0.18445273631840792
Encoded,encoded,GNN,KMeans,1,60,Credit,KNeighborsClassifier,centroid,0.18233830845771143
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Credit,KNeighborsClassifier,centroid,0.15472636815920404
Original,original,,KMeans,3,60,Credit,KNeighborsClassifier,centroid,0.18955223880597014
Decoded,decoded,MLP,KMeans,3,60,Credit,KNeighborsClassifier,closest,0.19490049751243785
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,Credit,KNeighborsClassifier,closest,0.1661691542288557
Encoded,encoded,MLP,KMeans,2,60,Credit,KNeighborsClassifier,closest,0.1769900497512438
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Credit,KNeighborsClassifier,closest,0.16915422885572134
Original,original,,KMeans,4,60,Credit,KNeighborsClassifier,closest,0.20883084577114422
Decoded,decoded,GNN,KMeans,3,60,Credit,KNeighborsClassifier,closest,0.20559701492537313
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Credit,KNeighborsClassifier,closest,0.17997512437810942
Encoded,encoded,GNN,KMeans,2,60,Credit,KNeighborsClassifier,closest,0.19303482587064677
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Credit,KNeighborsClassifier,closest,0.13519900497512438
Original,original,,KMeans,4,60,Credit,KNeighborsClassifier,closest,0.20883084577114422
Decoded,decoded,MLP,Agglo,3,60,Credit,LogisticRegression,centroid,0.2164096916299561
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Credit,LogisticRegression,centroid,0.2081497797356829
Encoded,encoded,MLP,Agglo,4,60,Credit,LogisticRegression,centroid,0.2384361233480176
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Credit,LogisticRegression,centroid,0.2020925110132159
Original,original,,Agglo,0,60,Credit,LogisticRegression,centroid,0.197136563876652
Decoded,decoded,GNN,Agglo,3,60,Credit,LogisticRegression,centroid,0.2279735682819383
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Credit,LogisticRegression,centroid,0.2488986784140969
Encoded,encoded,GNN,Agglo,2,60,Credit,LogisticRegression,centroid,0.2257709251101322
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Credit,LogisticRegression,centroid,0.1932819383259913
Original,original,,Agglo,1,60,Credit,LogisticRegression,centroid,0.197136563876652
Decoded,decoded,MLP,Agglo,3,60,Credit,LogisticRegression,closest,0.2301762114537444
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Credit,LogisticRegression,closest,0.2064977973568282
Encoded,encoded,MLP,Agglo,4,60,Credit,LogisticRegression,closest,0.23568281938326
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,Credit,LogisticRegression,closest,0.2197136563876651
Original,original,,Agglo,0,60,Credit,LogisticRegression,closest,0.2042951541850221
Decoded,decoded,GNN,Agglo,1,60,Credit,LogisticRegression,closest,0.2120044052863436
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Credit,LogisticRegression,closest,0.2340308370044053
Encoded,encoded,GNN,Agglo,2,60,Credit,LogisticRegression,closest,0.2268722466960354
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,Credit,LogisticRegression,closest,0.2279735682819383
Original,original,,Agglo,0,60,Credit,LogisticRegression,closest,0.2042951541850221
Decoded,decoded,MLP,KIP,2,60,Credit,LogisticRegression,centroid,0.24581497797356827
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Credit,LogisticRegression,centroid,0.24140969162995596
Encoded,encoded,MLP,KIP,3,60,Credit,LogisticRegression,centroid,0.2588105726872247
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Credit,LogisticRegression,centroid,0.23436123348017626
Original,original,,KIP,4,60,Credit,LogisticRegression,centroid,0.26112334801762116
Decoded,decoded,GNN,KIP,1,60,Credit,LogisticRegression,centroid,0.24427312775330395
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Credit,LogisticRegression,centroid,0.25418502202643173
Encoded,encoded,GNN,KIP,0,60,Credit,LogisticRegression,centroid,0.23204845814977976
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,Credit,LogisticRegression,centroid,0.24438325991189425
Original,original,,KIP,4,60,Credit,LogisticRegression,centroid,0.26112334801762116
Decoded,decoded,MLP,KMeans,1,60,Credit,LogisticRegression,centroid,0.21145374449339208
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Credit,LogisticRegression,centroid,0.21332599118942727
Encoded,encoded,MLP,KMeans,3,60,Credit,LogisticRegression,centroid,0.22213656387665198
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Credit,LogisticRegression,centroid,0.2087004405286344
Original,original,,KMeans,4,60,Credit,LogisticRegression,centroid,0.2262114537444934
Decoded,decoded,GNN,KMeans,3,60,Credit,LogisticRegression,centroid,0.23535242290748898
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Credit,LogisticRegression,centroid,0.23116740088105728
Encoded,encoded,GNN,KMeans,4,60,Credit,LogisticRegression,centroid,0.23722466960352415
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Credit,LogisticRegression,centroid,0.21883259911894273
Original,original,,KMeans,1,60,Credit,LogisticRegression,centroid,0.2262114537444934
Decoded,decoded,MLP,KMeans,0,60,Credit,LogisticRegression,closest,0.20958149779735682
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Credit,LogisticRegression,closest,0.21178414096916304
Encoded,encoded,MLP,KMeans,4,60,Credit,LogisticRegression,closest,0.24526431718061673
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Credit,LogisticRegression,closest,0.21178414096916304
Original,original,,KMeans,3,60,Credit,LogisticRegression,closest,0.22698237885462555
Decoded,decoded,GNN,KMeans,2,60,Credit,LogisticRegression,closest,0.2319383259911894
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Credit,LogisticRegression,closest,0.2448237885462555
Encoded,encoded,GNN,KMeans,3,60,Credit,LogisticRegression,closest,0.24383259911894273
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Credit,LogisticRegression,closest,0.22753303964757707
Original,original,,KMeans,0,60,Credit,LogisticRegression,closest,0.22698237885462555
Decoded,decoded,MLP,Agglo,4,60,Credit,MLPClassifier,centroid,0.2815999999999998
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Credit,MLPClassifier,centroid,0.2757333333333331
Encoded,encoded,MLP,Agglo,2,60,Credit,MLPClassifier,centroid,0.2714666666666667
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,MLPClassifier,centroid,0.2255999999999999
Original,original,,Agglo,1,60,Credit,MLPClassifier,centroid,0.2458666666666665
Decoded,decoded,GNN,Agglo,4,60,Credit,MLPClassifier,centroid,0.2933333333333334
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Credit,MLPClassifier,centroid,0.2879999999999999
Encoded,encoded,GNN,Agglo,0,60,Credit,MLPClassifier,centroid,0.2442666666666666
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,Credit,MLPClassifier,centroid,0.2805333333333333
Original,original,,Agglo,1,60,Credit,MLPClassifier,centroid,0.2458666666666665
Decoded,decoded,MLP,Agglo,3,60,Credit,MLPClassifier,closest,0.2714666666666665
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Credit,MLPClassifier,closest,0.2623999999999999
Encoded,encoded,MLP,Agglo,4,60,Credit,MLPClassifier,closest,0.2885333333333332
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,MLPClassifier,closest,0.2517333333333333
Original,original,,Agglo,2,60,Credit,MLPClassifier,closest,0.2655999999999998
Decoded,decoded,GNN,Agglo,0,60,Credit,MLPClassifier,closest,0.2650666666666665
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Credit,MLPClassifier,closest,0.2912
Encoded,encoded,GNN,Agglo,2,60,Credit,MLPClassifier,closest,0.2655999999999998
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,Credit,MLPClassifier,closest,0.3098666666666665
Original,original,,Agglo,1,60,Credit,MLPClassifier,closest,0.2655999999999998
Decoded,decoded,MLP,KIP,3,60,Credit,MLPClassifier,centroid,0.2771199999999999
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Credit,MLPClassifier,centroid,0.2689066666666665
Encoded,encoded,MLP,KIP,1,60,Credit,MLPClassifier,centroid,0.26783999999999986
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Credit,MLPClassifier,centroid,0.26282666666666665
Original,original,,KIP,4,60,Credit,MLPClassifier,centroid,0.29098666666666656
Decoded,decoded,GNN,KIP,2,60,Credit,MLPClassifier,centroid,0.2726399999999999
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Credit,MLPClassifier,centroid,0.2831999999999999
Encoded,encoded,GNN,KIP,0,60,Credit,MLPClassifier,centroid,0.26239999999999997
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,Credit,MLPClassifier,centroid,0.2686933333333333
Original,original,,KIP,4,60,Credit,MLPClassifier,centroid,0.29098666666666656
Decoded,decoded,MLP,KMeans,2,60,Credit,MLPClassifier,centroid,0.2618666666666666
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Credit,MLPClassifier,centroid,0.25493333333333323
Encoded,encoded,MLP,KMeans,3,60,Credit,MLPClassifier,centroid,0.26517333333333326
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Credit,MLPClassifier,centroid,0.2438399999999999
Original,original,,KMeans,4,60,Credit,MLPClassifier,centroid,0.28383999999999987
Decoded,decoded,GNN,KMeans,4,60,Credit,MLPClassifier,centroid,0.29514666666666656
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Credit,MLPClassifier,centroid,0.2795733333333333
Encoded,encoded,GNN,KMeans,0,60,Credit,MLPClassifier,centroid,0.2673066666666665
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Credit,MLPClassifier,centroid,0.2706133333333332
Original,original,,KMeans,3,60,Credit,MLPClassifier,centroid,0.28383999999999987
Decoded,decoded,MLP,KMeans,3,60,Credit,MLPClassifier,closest,0.26773333333333327
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,Credit,MLPClassifier,closest,0.2598399999999999
Encoded,encoded,MLP,KMeans,4,60,Credit,MLPClassifier,closest,0.28671999999999986
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Credit,MLPClassifier,closest,0.26218666666666657
Original,original,,KMeans,2,60,Credit,MLPClassifier,closest,0.2666666666666665
Decoded,decoded,GNN,KMeans,3,60,Credit,MLPClassifier,closest,0.28149333333333326
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Credit,MLPClassifier,closest,0.28383999999999987
Encoded,encoded,GNN,KMeans,1,60,Credit,MLPClassifier,closest,0.2776533333333332
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,Credit,MLPClassifier,closest,0.2790399999999999
Original,original,,KMeans,0,60,Credit,MLPClassifier,closest,0.2666666666666665
Decoded,decoded,MLP,Agglo,4,60,Credit,XGBClassifier,centroid,0.3097625329815303
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Credit,XGBClassifier,centroid,0.3013192612137204
Encoded,encoded,MLP,Agglo,1,60,Credit,XGBClassifier,centroid,0.291820580474934
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,XGBClassifier,centroid,0.2796833773087072
Original,original,,Agglo,2,60,Credit,XGBClassifier,centroid,0.2955145118733508
Decoded,decoded,GNN,Agglo,3,60,Credit,XGBClassifier,centroid,0.3065963060686015
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Credit,XGBClassifier,centroid,0.3182058047493403
Encoded,encoded,GNN,Agglo,0,60,Credit,XGBClassifier,centroid,0.2738786279683376
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Credit,XGBClassifier,centroid,0.2944591029023745
Original,original,,Agglo,2,60,Credit,XGBClassifier,centroid,0.2955145118733508
Decoded,decoded,MLP,Agglo,3,60,Credit,XGBClassifier,closest,0.2955145118733508
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Credit,XGBClassifier,closest,0.2912928759894458
Encoded,encoded,MLP,Agglo,4,60,Credit,XGBClassifier,closest,0.3044854881266489
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Credit,XGBClassifier,closest,0.2701846965699208
Original,original,,Agglo,1,60,Credit,XGBClassifier,closest,0.2844327176781001
Decoded,decoded,GNN,Agglo,3,60,Credit,XGBClassifier,closest,0.2860158311345646
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Credit,XGBClassifier,closest,0.3076517150395778
Encoded,encoded,GNN,Agglo,0,60,Credit,XGBClassifier,closest,0.2707124010554089
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Credit,XGBClassifier,closest,0.283905013192612
Original,original,,Agglo,2,60,Credit,XGBClassifier,closest,0.2844327176781001
Decoded,decoded,MLP,KIP,1,60,Credit,XGBClassifier,centroid,0.2903430079155672
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Credit,XGBClassifier,centroid,0.29076517150395775
Encoded,encoded,MLP,KIP,3,60,Credit,XGBClassifier,centroid,0.3117678100263851
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Credit,XGBClassifier,centroid,0.2849604221635883
Original,original,,KIP,4,60,Credit,XGBClassifier,centroid,0.3376253298153033
Decoded,decoded,GNN,KIP,0,60,Credit,XGBClassifier,centroid,0.2837994722955144
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Credit,XGBClassifier,centroid,0.2953034300791556
Encoded,encoded,GNN,KIP,1,60,Credit,XGBClassifier,centroid,0.29382585751978885
Encoded-FT,encoded,GNN-MultiHead,KIP,3,60,Credit,XGBClassifier,centroid,0.29688654353561994
Original,original,,KIP,4,60,Credit,XGBClassifier,centroid,0.3376253298153033
Decoded,decoded,MLP,KMeans,2,60,Credit,XGBClassifier,centroid,0.2893931398416886
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Credit,XGBClassifier,centroid,0.2797889182058047
Encoded,encoded,MLP,KMeans,3,60,Credit,XGBClassifier,centroid,0.2997361477572559
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Credit,XGBClassifier,centroid,0.2646965699208442
Original,original,,KMeans,4,60,Credit,XGBClassifier,centroid,0.33393139841688646
Decoded,decoded,GNN,KMeans,3,60,Credit,XGBClassifier,centroid,0.2944591029023746
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,Credit,XGBClassifier,centroid,0.2775725593667545
Encoded,encoded,GNN,KMeans,2,60,Credit,XGBClassifier,centroid,0.2882321899736147
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Credit,XGBClassifier,centroid,0.2798944591029023
Original,original,,KMeans,4,60,Credit,XGBClassifier,centroid,0.33393139841688646
Decoded,decoded,MLP,KMeans,3,60,Credit,XGBClassifier,closest,0.29857519788918196
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Credit,XGBClassifier,closest,0.2898153034300791
Encoded,encoded,MLP,KMeans,4,60,Credit,XGBClassifier,closest,0.3068073878627967
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Credit,XGBClassifier,closest,0.2759894459102902
Original,original,,KMeans,0,60,Credit,XGBClassifier,closest,0.2719788918205804
Decoded,decoded,GNN,KMeans,2,60,Credit,XGBClassifier,closest,0.29245382585751967
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Credit,XGBClassifier,closest,0.29435356200527696
Encoded,encoded,GNN,KMeans,4,60,Credit,XGBClassifier,closest,0.2999472295514511
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Credit,XGBClassifier,closest,0.277150395778364
Original,original,,KMeans,0,60,Credit,XGBClassifier,closest,0.2719788918205804
Decoded,decoded,MLP,Agglo,4,60,CreditDefault,GaussianNB,centroid,0.1055942137844601
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,CreditDefault,GaussianNB,centroid,0.0854184161332112
Encoded,encoded,MLP,Agglo,1,60,CreditDefault,GaussianNB,centroid,-0.1081117576811251
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,GaussianNB,centroid,-0.144260413457846
Original,original,,Agglo,2,60,CreditDefault,GaussianNB,centroid,-0.0006717951531162
Decoded,decoded,GNN,Agglo,3,60,CreditDefault,GaussianNB,centroid,0.0315887195803812
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,CreditDefault,GaussianNB,centroid,0.1516940462576536
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,GaussianNB,centroid,-0.1324575802715031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,GaussianNB,centroid,-0.1660042957755394
Original,original,,Agglo,2,60,CreditDefault,GaussianNB,centroid,-0.0006717951531162
Decoded,decoded,MLP,Agglo,4,60,CreditDefault,GaussianNB,closest,0.1442055558134334
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,CreditDefault,GaussianNB,closest,-0.0508471286242968
Encoded,encoded,MLP,Agglo,1,60,CreditDefault,GaussianNB,closest,-0.0988112770437638
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,GaussianNB,closest,-0.1433742515096401
Original,original,,Agglo,3,60,CreditDefault,GaussianNB,closest,0.1013110977014647
Decoded,decoded,GNN,Agglo,4,60,CreditDefault,GaussianNB,closest,0.1383332559699885
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,CreditDefault,GaussianNB,closest,0.1198825202445807
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,GaussianNB,closest,-0.1315866096709808
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,GaussianNB,closest,-0.1668364440430929
Original,original,,Agglo,2,60,CreditDefault,GaussianNB,closest,0.1013110977014647
Decoded,decoded,MLP,KIP,3,60,CreditDefault,GaussianNB,centroid,0.08673415563535694
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,CreditDefault,GaussianNB,centroid,0.08723530131616139
Encoded,encoded,MLP,KIP,1,60,CreditDefault,GaussianNB,centroid,-0.07300016457293321
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,CreditDefault,GaussianNB,centroid,-0.1524402790144192
Original,original,,KIP,2,60,CreditDefault,GaussianNB,centroid,0.06165475974461656
Decoded,decoded,GNN,KIP,4,60,CreditDefault,GaussianNB,centroid,0.09757385737856417
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,CreditDefault,GaussianNB,centroid,0.053473037467771156
Encoded,encoded,GNN,KIP,1,60,CreditDefault,GaussianNB,centroid,-0.08360929541685473
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,CreditDefault,GaussianNB,centroid,-0.17308160707579218
Original,original,,KIP,3,60,CreditDefault,GaussianNB,centroid,0.06165475974461656
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,GaussianNB,centroid,0.12772885132312412
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,CreditDefault,GaussianNB,centroid,0.0936431805618266
Encoded,encoded,MLP,KMeans,1,60,CreditDefault,GaussianNB,centroid,-0.08172337399832048
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,GaussianNB,centroid,-0.14691029087210997
Original,original,,KMeans,2,60,CreditDefault,GaussianNB,centroid,-0.050961401317427414
Decoded,decoded,GNN,KMeans,3,60,CreditDefault,GaussianNB,centroid,0.04438337897770668
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,GaussianNB,centroid,0.10324326833405768
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,GaussianNB,centroid,-0.13027103896158693
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,GaussianNB,centroid,-0.1717140481987703
Original,original,,KMeans,2,60,CreditDefault,GaussianNB,centroid,-0.050961401317427414
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,GaussianNB,closest,0.09903982243002478
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,CreditDefault,GaussianNB,closest,0.0702831076433578
Encoded,encoded,MLP,KMeans,1,60,CreditDefault,GaussianNB,closest,-0.06488646577515961
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,GaussianNB,closest,-0.1450324715056735
Original,original,,KMeans,3,60,CreditDefault,GaussianNB,closest,0.07444773121442158
Decoded,decoded,GNN,KMeans,4,60,CreditDefault,GaussianNB,closest,0.12390282601265101
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,CreditDefault,GaussianNB,closest,0.06621199525692364
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,GaussianNB,closest,-0.1302403186807158
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,GaussianNB,closest,-0.16548593323402697
Original,original,,KMeans,3,60,CreditDefault,GaussianNB,closest,0.07444773121442158
Decoded,decoded,MLP,Agglo,3,60,CreditDefault,KNeighborsClassifier,centroid,0.0303698885947462
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,CreditDefault,KNeighborsClassifier,centroid,0.0326828346955623
Encoded,encoded,MLP,Agglo,2,60,CreditDefault,KNeighborsClassifier,centroid,7.920526654088512e-05
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,KNeighborsClassifier,centroid,-0.0272595587048111
Original,original,,Agglo,1,60,CreditDefault,KNeighborsClassifier,centroid,-0.0021804295971803
Decoded,decoded,GNN,Agglo,3,60,CreditDefault,KNeighborsClassifier,centroid,0.0122059885274217
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,CreditDefault,KNeighborsClassifier,centroid,0.0197350583834203
Encoded,encoded,GNN,Agglo,2,60,CreditDefault,KNeighborsClassifier,centroid,-0.0014569199508927
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,KNeighborsClassifier,centroid,-0.0310279015783174
Original,original,,Agglo,1,60,CreditDefault,KNeighborsClassifier,centroid,-0.0021804295971803
Decoded,decoded,MLP,Agglo,1,60,CreditDefault,KNeighborsClassifier,closest,0.0235711826869471
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,CreditDefault,KNeighborsClassifier,closest,0.0243502883376336
Encoded,encoded,MLP,Agglo,3,60,CreditDefault,KNeighborsClassifier,closest,0.0357116745516524
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,KNeighborsClassifier,closest,-0.0226329049140775
Original,original,,Agglo,4,60,CreditDefault,KNeighborsClassifier,closest,0.0516448801411071
Decoded,decoded,GNN,Agglo,2,60,CreditDefault,KNeighborsClassifier,closest,0.0273753202482169
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,CreditDefault,KNeighborsClassifier,closest,0.0485619674588208
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,KNeighborsClassifier,closest,0.0122394984478813
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,KNeighborsClassifier,closest,-0.0431485921263873
Original,original,,Agglo,4,60,CreditDefault,KNeighborsClassifier,closest,0.0516448801411071
Decoded,decoded,MLP,KIP,2,60,CreditDefault,KNeighborsClassifier,centroid,0.12585716853357531
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,CreditDefault,KNeighborsClassifier,centroid,0.10432993867684548
Encoded,encoded,MLP,KIP,3,60,CreditDefault,KNeighborsClassifier,centroid,0.12876902830369724
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,CreditDefault,KNeighborsClassifier,centroid,0.041444308035374224
Original,original,,KIP,4,60,CreditDefault,KNeighborsClassifier,centroid,0.1893971565309311
Decoded,decoded,GNN,KIP,3,60,CreditDefault,KNeighborsClassifier,centroid,0.12181054100243394
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,CreditDefault,KNeighborsClassifier,centroid,0.11314121994388597
Encoded,encoded,GNN,KIP,1,60,CreditDefault,KNeighborsClassifier,centroid,0.0934213933424926
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,CreditDefault,KNeighborsClassifier,centroid,0.0238345401981959
Original,original,,KIP,4,60,CreditDefault,KNeighborsClassifier,centroid,0.1893971565309311
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,KNeighborsClassifier,centroid,0.03812058087923932
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,CreditDefault,KNeighborsClassifier,centroid,0.02143126962995902
Encoded,encoded,MLP,KMeans,2,60,CreditDefault,KNeighborsClassifier,centroid,-0.00207121772004598
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,KNeighborsClassifier,centroid,-0.0345141518486814
Original,original,,KMeans,1,60,CreditDefault,KNeighborsClassifier,centroid,-0.0170612713663822
Decoded,decoded,GNN,KMeans,4,60,CreditDefault,KNeighborsClassifier,centroid,0.04086839435692931
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,CreditDefault,KNeighborsClassifier,centroid,0.030244987982123876
Encoded,encoded,GNN,KMeans,2,60,CreditDefault,KNeighborsClassifier,centroid,-0.00979616829291324
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,KNeighborsClassifier,centroid,-0.029049902364277246
Original,original,,KMeans,1,60,CreditDefault,KNeighborsClassifier,centroid,-0.0170612713663822
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,KNeighborsClassifier,closest,0.04463216769582727
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,CreditDefault,KNeighborsClassifier,closest,0.024474731996795118
Encoded,encoded,MLP,KMeans,2,60,CreditDefault,KNeighborsClassifier,closest,0.03815241530367594
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,KNeighborsClassifier,closest,-0.019165237417786522
Original,original,,KMeans,3,60,CreditDefault,KNeighborsClassifier,closest,0.04024556678984092
Decoded,decoded,GNN,KMeans,2,60,CreditDefault,KNeighborsClassifier,closest,0.035532396477193376
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,KNeighborsClassifier,closest,0.05132013854828922
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,KNeighborsClassifier,closest,0.0073578646260140015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,KNeighborsClassifier,closest,-0.017359661976293277
Original,original,,KMeans,3,60,CreditDefault,KNeighborsClassifier,closest,0.04024556678984092
Decoded,decoded,MLP,Agglo,4,60,CreditDefault,LogisticRegression,centroid,0.051118126530957
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,CreditDefault,LogisticRegression,centroid,0.0413365933416191
Encoded,encoded,MLP,Agglo,1,60,CreditDefault,LogisticRegression,centroid,-0.0097181832442411
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,LogisticRegression,centroid,-0.0442589866422114
Original,original,,Agglo,2,60,CreditDefault,LogisticRegression,centroid,0.0008310909463879
Decoded,decoded,GNN,Agglo,3,60,CreditDefault,LogisticRegression,centroid,0.0285647919105137
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,CreditDefault,LogisticRegression,centroid,0.0645754648679306
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,LogisticRegression,centroid,-0.0291922580333762
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,LogisticRegression,centroid,-0.0427144546474725
Original,original,,Agglo,2,60,CreditDefault,LogisticRegression,centroid,0.0008310909463879
Decoded,decoded,MLP,Agglo,4,60,CreditDefault,LogisticRegression,closest,0.064582252362048
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,CreditDefault,LogisticRegression,closest,0.0217757894609826
Encoded,encoded,MLP,Agglo,2,60,CreditDefault,LogisticRegression,closest,0.0383003209730553
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,LogisticRegression,closest,-0.0307677108346503
Original,original,,Agglo,3,60,CreditDefault,LogisticRegression,closest,0.0600715854379594
Decoded,decoded,GNN,Agglo,2,60,CreditDefault,LogisticRegression,closest,0.0195592955486106
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,CreditDefault,LogisticRegression,closest,0.0412883267167835
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,LogisticRegression,closest,-0.0224650971969157
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,LogisticRegression,closest,-0.046469447226479
Original,original,,Agglo,4,60,CreditDefault,LogisticRegression,closest,0.0600715854379594
Decoded,decoded,MLP,KIP,4,60,CreditDefault,LogisticRegression,centroid,0.09442354566626047
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,CreditDefault,LogisticRegression,centroid,0.08512829872214114
Encoded,encoded,MLP,KIP,1,60,CreditDefault,LogisticRegression,centroid,0.028230545533527246
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,CreditDefault,LogisticRegression,centroid,-0.015602638977712741
Original,original,,KIP,2,60,CreditDefault,LogisticRegression,centroid,0.0708427352696295
Decoded,decoded,GNN,KIP,3,60,CreditDefault,LogisticRegression,centroid,0.06877481206182964
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,CreditDefault,LogisticRegression,centroid,0.06497788785249733
Encoded,encoded,GNN,KIP,1,60,CreditDefault,LogisticRegression,centroid,0.03903985616545802
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,CreditDefault,LogisticRegression,centroid,-0.02430043560628898
Original,original,,KIP,4,60,CreditDefault,LogisticRegression,centroid,0.0708427352696295
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,LogisticRegression,centroid,0.04582222195407436
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,CreditDefault,LogisticRegression,centroid,0.02811259396908524
Encoded,encoded,MLP,KMeans,2,60,CreditDefault,LogisticRegression,centroid,-0.0021944722647906
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,LogisticRegression,centroid,-0.04440348485031296
Original,original,,KMeans,1,60,CreditDefault,LogisticRegression,centroid,-0.01614232017665568
Decoded,decoded,GNN,KMeans,3,60,CreditDefault,LogisticRegression,centroid,0.04133553750920082
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,LogisticRegression,centroid,0.059696161596660025
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,LogisticRegression,centroid,-0.02168815537026518
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,LogisticRegression,centroid,-0.046012724288972115
Original,original,,KMeans,2,60,CreditDefault,LogisticRegression,centroid,-0.01614232017665568
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,LogisticRegression,closest,0.062188529436607874
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,CreditDefault,LogisticRegression,closest,0.0306597142615811
Encoded,encoded,MLP,KMeans,2,60,CreditDefault,LogisticRegression,closest,0.03324047035825904
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,LogisticRegression,closest,-0.03493583555560904
Original,original,,KMeans,3,60,CreditDefault,LogisticRegression,closest,0.0401332460511868
Decoded,decoded,GNN,KMeans,3,60,CreditDefault,LogisticRegression,closest,0.04269333799910714
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,LogisticRegression,closest,0.0659512145089475
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,LogisticRegression,closest,-0.0017291518347350003
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,LogisticRegression,closest,-0.02799268157300914
Original,original,,KMeans,2,60,CreditDefault,LogisticRegression,closest,0.0401332460511868
Decoded,decoded,MLP,Agglo,4,60,CreditDefault,MLPClassifier,centroid,0.1002521046202045
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,CreditDefault,MLPClassifier,centroid,0.0831666796372149
Encoded,encoded,MLP,Agglo,1,60,CreditDefault,MLPClassifier,centroid,0.0298591541250984
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,MLPClassifier,centroid,0.0177679852121468
Original,original,,Agglo,3,60,CreditDefault,MLPClassifier,centroid,0.0959247013263515
Decoded,decoded,GNN,Agglo,3,60,CreditDefault,MLPClassifier,centroid,0.1016250788050056
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,CreditDefault,MLPClassifier,centroid,0.1286497516437492
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,MLPClassifier,centroid,0.0469374393567368
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,MLPClassifier,centroid,-0.0063622324288933
Original,original,,Agglo,2,60,CreditDefault,MLPClassifier,centroid,0.0959247013263515
Decoded,decoded,MLP,Agglo,3,60,CreditDefault,MLPClassifier,closest,0.1179829631253262
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,CreditDefault,MLPClassifier,closest,0.0717659246799071
Encoded,encoded,MLP,Agglo,2,60,CreditDefault,MLPClassifier,closest,0.0930966458162127
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,MLPClassifier,closest,0.013496271978832
Original,original,,Agglo,4,60,CreditDefault,MLPClassifier,closest,0.136443504218522
Decoded,decoded,GNN,Agglo,2,60,CreditDefault,MLPClassifier,closest,0.0881138133483363
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,CreditDefault,MLPClassifier,closest,0.1122511707407277
Encoded,encoded,GNN,Agglo,1,60,CreditDefault,MLPClassifier,closest,0.0412334920024075
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,MLPClassifier,closest,-0.0028173458831122
Original,original,,Agglo,4,60,CreditDefault,MLPClassifier,closest,0.136443504218522
Decoded,decoded,MLP,KIP,4,60,CreditDefault,MLPClassifier,centroid,0.15036087873203724
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,CreditDefault,MLPClassifier,centroid,0.13842264329302462
Encoded,encoded,MLP,KIP,2,60,CreditDefault,MLPClassifier,centroid,0.09650087926037886
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,CreditDefault,MLPClassifier,centroid,0.04589889112521758
Original,original,,KIP,1,60,CreditDefault,MLPClassifier,centroid,0.08175100973933472
Decoded,decoded,GNN,KIP,4,60,CreditDefault,MLPClassifier,centroid,0.13502240810961513
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,CreditDefault,MLPClassifier,centroid,0.12829990382754927
Encoded,encoded,GNN,KIP,2,60,CreditDefault,MLPClassifier,centroid,0.0922305939773341
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,CreditDefault,MLPClassifier,centroid,0.03908685436120994
Original,original,,KIP,1,60,CreditDefault,MLPClassifier,centroid,0.08175100973933472
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,MLPClassifier,centroid,0.10946067032269524
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,CreditDefault,MLPClassifier,centroid,0.09068769371037884
Encoded,encoded,MLP,KMeans,1,60,CreditDefault,MLPClassifier,centroid,0.03683454840001739
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,MLPClassifier,centroid,0.02016394297052202
Original,original,,KMeans,2,60,CreditDefault,MLPClassifier,centroid,0.06979535330702567
Decoded,decoded,GNN,KMeans,3,60,CreditDefault,MLPClassifier,centroid,0.10108502801281435
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,MLPClassifier,centroid,0.12343544843707263
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,MLPClassifier,centroid,0.03870373530371422
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,MLPClassifier,centroid,0.0018783257854261596
Original,original,,KMeans,2,60,CreditDefault,MLPClassifier,centroid,0.06979535330702567
Decoded,decoded,MLP,KMeans,4,60,CreditDefault,MLPClassifier,closest,0.11543621381841755
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,CreditDefault,MLPClassifier,closest,0.1090212900245536
Encoded,encoded,MLP,KMeans,1,60,CreditDefault,MLPClassifier,closest,0.07620699281526815
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,MLPClassifier,closest,0.0272979825204607
Original,original,,KMeans,2,60,CreditDefault,MLPClassifier,closest,0.10491222032701483
Decoded,decoded,GNN,KMeans,3,60,CreditDefault,MLPClassifier,closest,0.11701467004710094
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,MLPClassifier,closest,0.14201993561372225
Encoded,encoded,GNN,KMeans,1,60,CreditDefault,MLPClassifier,closest,0.06868969141280686
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,MLPClassifier,closest,0.0261984608124037
Original,original,,KMeans,2,60,CreditDefault,MLPClassifier,closest,0.10491222032701483
Decoded,decoded,MLP,Agglo,4,60,CreditDefault,XGBClassifier,centroid,0.0890750646369535
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,CreditDefault,XGBClassifier,centroid,0.0463518009305394
Encoded,encoded,MLP,Agglo,2,60,CreditDefault,XGBClassifier,centroid,0.060806346451164
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,CreditDefault,XGBClassifier,centroid,0.0477393965957748
Original,original,,Agglo,3,60,CreditDefault,XGBClassifier,centroid,0.0847632692015545
Decoded,decoded,GNN,Agglo,1,60,CreditDefault,XGBClassifier,centroid,0.0535739855977891
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,CreditDefault,XGBClassifier,centroid,0.0781552900540136
Encoded,encoded,GNN,Agglo,4,60,CreditDefault,XGBClassifier,centroid,0.100604683516977
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,CreditDefault,XGBClassifier,centroid,0.0239060418197636
Original,original,,Agglo,3,60,CreditDefault,XGBClassifier,centroid,0.0847632692015545
Decoded,decoded,MLP,Agglo,2,60,CreditDefault,XGBClassifier,closest,0.0745630963517645
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,CreditDefault,XGBClassifier,closest,0.0593329800743005
Encoded,encoded,MLP,Agglo,3,60,CreditDefault,XGBClassifier,closest,0.1034656455590758
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,CreditDefault,XGBClassifier,closest,0.014469082929375
Original,original,,Agglo,4,60,CreditDefault,XGBClassifier,closest,0.1194051873835643
Decoded,decoded,GNN,Agglo,0,60,CreditDefault,XGBClassifier,closest,0.0383831203239515
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,CreditDefault,XGBClassifier,closest,0.1006126790917897
Encoded,encoded,GNN,Agglo,2,60,CreditDefault,XGBClassifier,closest,0.0839789759994648
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,CreditDefault,XGBClassifier,closest,0.0564269520650752
Original,original,,Agglo,4,60,CreditDefault,XGBClassifier,closest,0.1194051873835643
Decoded,decoded,MLP,KIP,3,60,CreditDefault,XGBClassifier,centroid,0.14978008534912662
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,CreditDefault,XGBClassifier,centroid,0.11156850644843094
Encoded,encoded,MLP,KIP,2,60,CreditDefault,XGBClassifier,centroid,0.13515298078663363
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,CreditDefault,XGBClassifier,centroid,0.07756710649596822
Original,original,,KIP,4,60,CreditDefault,XGBClassifier,centroid,0.18462799861313103
Decoded,decoded,GNN,KIP,3,60,CreditDefault,XGBClassifier,centroid,0.1299397206346159
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,CreditDefault,XGBClassifier,centroid,0.11529633417432228
Encoded,encoded,GNN,KIP,2,60,CreditDefault,XGBClassifier,centroid,0.11821689959229827
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,CreditDefault,XGBClassifier,centroid,0.0800402104726037
Original,original,,KIP,4,60,CreditDefault,XGBClassifier,centroid,0.18462799861313103
Decoded,decoded,MLP,KMeans,3,60,CreditDefault,XGBClassifier,centroid,0.07949113254409725
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,CreditDefault,XGBClassifier,centroid,0.06165896547438095
Encoded,encoded,MLP,KMeans,1,60,CreditDefault,XGBClassifier,centroid,0.049800946530683565
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,XGBClassifier,centroid,0.04167177293149016
Original,original,,KMeans,4,60,CreditDefault,XGBClassifier,centroid,0.277052046103938
Decoded,decoded,GNN,KMeans,1,60,CreditDefault,XGBClassifier,centroid,0.07023283840725222
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,CreditDefault,XGBClassifier,centroid,0.09878634443046411
Encoded,encoded,GNN,KMeans,2,60,CreditDefault,XGBClassifier,centroid,0.07949185941453481
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,XGBClassifier,centroid,0.045324878376403824
Original,original,,KMeans,4,60,CreditDefault,XGBClassifier,centroid,0.277052046103938
Decoded,decoded,MLP,KMeans,1,60,CreditDefault,XGBClassifier,closest,0.08989773659814443
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,CreditDefault,XGBClassifier,closest,0.09319947287355856
Encoded,encoded,MLP,KMeans,2,60,CreditDefault,XGBClassifier,closest,0.09234002126822882
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,CreditDefault,XGBClassifier,closest,0.043133364007265584
Original,original,,KMeans,4,60,CreditDefault,XGBClassifier,closest,0.09539447622079689
Decoded,decoded,GNN,KMeans,1,60,CreditDefault,XGBClassifier,closest,0.0821093198600627
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,CreditDefault,XGBClassifier,closest,0.14562631154684552
Encoded,encoded,GNN,KMeans,2,60,CreditDefault,XGBClassifier,closest,0.0893259803119872
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,CreditDefault,XGBClassifier,closest,0.0729670342450467
Original,original,,KMeans,3,60,CreditDefault,XGBClassifier,closest,0.09539447622079689
Decoded,decoded,MLP,Agglo,4,60,Diabetes,GaussianNB,centroid,0.1607289443441142
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Diabetes,GaussianNB,centroid,0.0850435068133311
Encoded,encoded,MLP,Agglo,0,60,Diabetes,GaussianNB,centroid,0.0244623214578888
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Diabetes,GaussianNB,centroid,0.0251190280742077
Original,original,,Agglo,3,60,Diabetes,GaussianNB,centroid,0.1080282383845017
Decoded,decoded,GNN,Agglo,2,60,Diabetes,GaussianNB,centroid,0.0727302577573469
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Diabetes,GaussianNB,centroid,0.1254309637169594
Encoded,encoded,GNN,Agglo,1,60,Diabetes,GaussianNB,centroid,0.0175669019865374
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Diabetes,GaussianNB,centroid,0.0172385486783779
Original,original,,Agglo,3,60,Diabetes,GaussianNB,centroid,0.1080282383845017
Decoded,decoded,MLP,Agglo,3,60,Diabetes,GaussianNB,closest,0.1104908881956986
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,Diabetes,GaussianNB,closest,0.0213429650303726
Encoded,encoded,MLP,Agglo,2,60,Diabetes,GaussianNB,closest,0.0669840748645543
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Diabetes,GaussianNB,closest,0.0402232802495485
Original,original,,Agglo,4,60,Diabetes,GaussianNB,closest,0.129699556723034
Decoded,decoded,GNN,Agglo,2,60,Diabetes,GaussianNB,closest,0.0574618289279264
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Diabetes,GaussianNB,closest,0.092267279592842
Encoded,encoded,GNN,Agglo,0,60,Diabetes,GaussianNB,closest,0.0113281891315055
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Diabetes,GaussianNB,closest,0.0165818420620587
Original,original,,Agglo,4,60,Diabetes,GaussianNB,closest,0.129699556723034
Decoded,decoded,MLP,KIP,3,60,Diabetes,GaussianNB,centroid,0.11282219668363162
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Diabetes,GaussianNB,centroid,0.12224593662781151
Encoded,encoded,MLP,KIP,1,60,Diabetes,GaussianNB,centroid,0.074207847644065
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Diabetes,GaussianNB,centroid,0.04741421769824326
Original,original,,KIP,2,60,Diabetes,GaussianNB,centroid,0.11124610080446562
Decoded,decoded,GNN,KIP,3,60,Diabetes,GaussianNB,centroid,0.09860449844032179
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Diabetes,GaussianNB,centroid,0.09019865375143657
Encoded,encoded,GNN,KIP,1,60,Diabetes,GaussianNB,centroid,0.04419635527827936
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Diabetes,GaussianNB,centroid,0.017468395994089638
Original,original,,KIP,4,60,Diabetes,GaussianNB,centroid,0.11124610080446562
Decoded,decoded,MLP,KMeans,2,60,Diabetes,GaussianNB,centroid,0.03519947463470698
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,Diabetes,GaussianNB,centroid,0.019734033820390722
Encoded,encoded,MLP,KMeans,3,60,Diabetes,GaussianNB,centroid,0.04268593006074538
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Diabetes,GaussianNB,centroid,0.028402561155803675
Original,original,,KMeans,4,60,Diabetes,GaussianNB,centroid,0.04754555902150718
Decoded,decoded,GNN,KMeans,3,60,Diabetes,GaussianNB,centroid,0.08895091118043011
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,GaussianNB,centroid,0.12112953538006899
Encoded,encoded,GNN,KMeans,1,60,Diabetes,GaussianNB,centroid,0.02039074043670988
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Diabetes,GaussianNB,centroid,0.01815793794122476
Original,original,,KMeans,2,60,Diabetes,GaussianNB,centroid,0.04754555902150718
Decoded,decoded,MLP,KMeans,1,60,Diabetes,GaussianNB,closest,0.04679034641274012
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,Diabetes,GaussianNB,closest,0.02012805779018218
Encoded,encoded,MLP,KMeans,3,60,Diabetes,GaussianNB,closest,0.07785256936463635
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,Diabetes,GaussianNB,closest,0.05473649647020194
Original,original,,KMeans,4,60,Diabetes,GaussianNB,closest,0.09561648333606962
Decoded,decoded,GNN,KMeans,2,60,Diabetes,GaussianNB,closest,0.09400755212608768
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,GaussianNB,closest,0.10339845673945162
Encoded,encoded,GNN,KMeans,1,60,Diabetes,GaussianNB,closest,0.02193400098505988
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Diabetes,GaussianNB,closest,0.01874897389591204
Original,original,,KMeans,3,60,Diabetes,GaussianNB,closest,0.09561648333606962
Decoded,decoded,MLP,Agglo,4,60,Diabetes,KNeighborsClassifier,centroid,0.1136817576564581
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Diabetes,KNeighborsClassifier,centroid,0.0702396804260986
Encoded,encoded,MLP,Agglo,3,60,Diabetes,KNeighborsClassifier,centroid,0.0850532623169109
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Diabetes,KNeighborsClassifier,centroid,0.0297936085219709
Original,original,,Agglo,1,60,Diabetes,KNeighborsClassifier,centroid,0.0602529960053264
Decoded,decoded,GNN,Agglo,3,60,Diabetes,KNeighborsClassifier,centroid,0.0717376830892144
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Diabetes,KNeighborsClassifier,centroid,0.0727363515312915
Encoded,encoded,GNN,Agglo,0,60,Diabetes,KNeighborsClassifier,centroid,0.0211384820239681
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Diabetes,KNeighborsClassifier,centroid,0.0321238348868176
Original,original,,Agglo,2,60,Diabetes,KNeighborsClassifier,centroid,0.0602529960053264
Decoded,decoded,MLP,Agglo,3,60,Diabetes,KNeighborsClassifier,closest,0.1083555259653796
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Diabetes,KNeighborsClassifier,closest,0.0665778961384822
Encoded,encoded,MLP,Agglo,4,60,Diabetes,KNeighborsClassifier,closest,0.1135153129161119
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Diabetes,KNeighborsClassifier,closest,0.0497669773635155
Original,original,,Agglo,2,60,Diabetes,KNeighborsClassifier,closest,0.0692410119840213
Decoded,decoded,GNN,Agglo,3,60,Diabetes,KNeighborsClassifier,closest,0.073069241011984
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Diabetes,KNeighborsClassifier,closest,0.0852197070572571
Encoded,encoded,GNN,Agglo,1,60,Diabetes,KNeighborsClassifier,closest,0.0482689747003995
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Diabetes,KNeighborsClassifier,closest,0.0314580559254328
Original,original,,Agglo,2,60,Diabetes,KNeighborsClassifier,closest,0.0692410119840213
Decoded,decoded,MLP,KIP,0,60,Diabetes,KNeighborsClassifier,centroid,0.06937416777629832
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Diabetes,KNeighborsClassifier,centroid,0.08831557922769646
Encoded,encoded,MLP,KIP,1,60,Diabetes,KNeighborsClassifier,centroid,0.07426764314247677
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,Diabetes,KNeighborsClassifier,centroid,0.07676431424766984
Original,original,,KIP,4,60,Diabetes,KNeighborsClassifier,centroid,0.09673768308921449
Decoded,decoded,GNN,KIP,3,60,Diabetes,KNeighborsClassifier,centroid,0.09034620505992019
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Diabetes,KNeighborsClassifier,centroid,0.08132490013315587
Encoded,encoded,GNN,KIP,1,60,Diabetes,KNeighborsClassifier,centroid,0.06328229027962726
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Diabetes,KNeighborsClassifier,centroid,0.04627163781624501
Original,original,,KIP,4,60,Diabetes,KNeighborsClassifier,centroid,0.09673768308921449
Decoded,decoded,MLP,KMeans,4,60,Diabetes,KNeighborsClassifier,centroid,0.07946071904127837
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Diabetes,KNeighborsClassifier,centroid,0.07613182423435425
Encoded,encoded,MLP,KMeans,1,60,Diabetes,KNeighborsClassifier,centroid,0.048069241011984024
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Diabetes,KNeighborsClassifier,centroid,0.036517976031957375
Original,original,,KMeans,2,60,Diabetes,KNeighborsClassifier,centroid,0.050066577896138595
Decoded,decoded,GNN,KMeans,3,60,Diabetes,KNeighborsClassifier,centroid,0.0653462050599202
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,KNeighborsClassifier,centroid,0.07410119840213054
Encoded,encoded,GNN,KMeans,1,60,Diabetes,KNeighborsClassifier,centroid,0.04071238348868179
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Diabetes,KNeighborsClassifier,centroid,0.03345539280958728
Original,original,,KMeans,2,60,Diabetes,KNeighborsClassifier,centroid,0.050066577896138595
Decoded,decoded,MLP,KMeans,4,60,Diabetes,KNeighborsClassifier,closest,0.07806258322237017
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Diabetes,KNeighborsClassifier,closest,0.07063914780292949
Encoded,encoded,MLP,KMeans,3,60,Diabetes,KNeighborsClassifier,closest,0.07746338215712387
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Diabetes,KNeighborsClassifier,closest,0.063115845539281
Original,original,,KMeans,1,60,Diabetes,KNeighborsClassifier,closest,0.06494673768308923
Decoded,decoded,GNN,KMeans,2,60,Diabetes,KNeighborsClassifier,closest,0.05872170439414124
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,KNeighborsClassifier,closest,0.07270306258322243
Encoded,encoded,GNN,KMeans,1,60,Diabetes,KNeighborsClassifier,closest,0.0450399467376831
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Diabetes,KNeighborsClassifier,closest,0.03215712383488682
Original,original,,KMeans,3,60,Diabetes,KNeighborsClassifier,closest,0.06494673768308923
Decoded,decoded,MLP,Agglo,4,60,Diabetes,LogisticRegression,centroid,0.1700265666510393
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Diabetes,LogisticRegression,centroid,0.0876699484294421
Encoded,encoded,MLP,Agglo,2,60,Diabetes,LogisticRegression,centroid,0.0789185810282857
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Diabetes,LogisticRegression,centroid,0.0545397718393499
Original,original,,Agglo,1,60,Diabetes,LogisticRegression,centroid,0.0675105485232067
Decoded,decoded,GNN,Agglo,4,60,Diabetes,LogisticRegression,centroid,0.0914205344585091
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Diabetes,LogisticRegression,centroid,0.0879824972651977
Encoded,encoded,GNN,Agglo,3,60,Diabetes,LogisticRegression,centroid,0.0901703391154867
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Diabetes,LogisticRegression,centroid,0.0548523206751054
Original,original,,Agglo,1,60,Diabetes,LogisticRegression,centroid,0.0675105485232067
Decoded,decoded,MLP,Agglo,4,60,Diabetes,LogisticRegression,closest,0.1578371620565715
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Diabetes,LogisticRegression,closest,0.1140803250507893
Encoded,encoded,MLP,Agglo,0,60,Diabetes,LogisticRegression,closest,0.0776683856852634
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,Diabetes,LogisticRegression,closest,0.0964213158305984
Original,original,,Agglo,1,60,Diabetes,LogisticRegression,closest,0.0928270042194092
Decoded,decoded,GNN,Agglo,3,60,Diabetes,LogisticRegression,closest,0.0939209251445538
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Diabetes,LogisticRegression,closest,0.0836068135646196
Encoded,encoded,GNN,Agglo,4,60,Diabetes,LogisticRegression,closest,0.0997030786060322
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Diabetes,LogisticRegression,closest,0.0529770276605719
Original,original,,Agglo,2,60,Diabetes,LogisticRegression,closest,0.0928270042194092
Decoded,decoded,MLP,KIP,3,60,Diabetes,LogisticRegression,centroid,0.12061259571808096
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Diabetes,LogisticRegression,centroid,0.12155024222534778
Encoded,encoded,MLP,KIP,1,60,Diabetes,LogisticRegression,centroid,0.10135958743553682
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Diabetes,LogisticRegression,centroid,0.08595092983278643
Original,original,,KIP,2,60,Diabetes,LogisticRegression,centroid,0.12061259571808094
Decoded,decoded,GNN,KIP,2,60,Diabetes,LogisticRegression,centroid,0.10817315205500862
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Diabetes,LogisticRegression,centroid,0.11679949992186278
Encoded,encoded,GNN,KIP,1,60,Diabetes,LogisticRegression,centroid,0.09960931395530545
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Diabetes,LogisticRegression,centroid,0.08098140334427259
Original,original,,KIP,4,60,Diabetes,LogisticRegression,centroid,0.12061259571808094
Decoded,decoded,MLP,KMeans,4,60,Diabetes,LogisticRegression,centroid,0.08735739959368656
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Diabetes,LogisticRegression,centroid,0.07254258477887172
Encoded,encoded,MLP,KMeans,2,60,Diabetes,LogisticRegression,centroid,0.06882325363338022
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Diabetes,LogisticRegression,centroid,0.05791529926551022
Original,original,,KMeans,0,60,Diabetes,LogisticRegression,centroid,0.057508985779027966
Decoded,decoded,GNN,KMeans,3,60,Diabetes,LogisticRegression,centroid,0.09354586654164712
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,LogisticRegression,centroid,0.11151742459759331
Encoded,encoded,GNN,KMeans,2,60,Diabetes,LogisticRegression,centroid,0.0663228629473355
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Diabetes,LogisticRegression,centroid,0.05525863416158776
Original,original,,KMeans,1,60,Diabetes,LogisticRegression,centroid,0.057508985779027966
Decoded,decoded,MLP,KMeans,3,60,Diabetes,LogisticRegression,closest,0.08107516799499923
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Diabetes,LogisticRegression,closest,0.07523050476636965
Encoded,encoded,MLP,KMeans,2,60,Diabetes,LogisticRegression,closest,0.07866854195968123
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Diabetes,LogisticRegression,closest,0.05985310204719494
Original,original,,KMeans,4,60,Diabetes,LogisticRegression,closest,0.08751367401156433
Decoded,decoded,GNN,KMeans,3,60,Diabetes,LogisticRegression,closest,0.09426472886388497
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,LogisticRegression,closest,0.10064072511329894
Encoded,encoded,GNN,KMeans,1,60,Diabetes,LogisticRegression,closest,0.069260822003438
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Diabetes,LogisticRegression,closest,0.0576027504297546
Original,original,,KMeans,2,60,Diabetes,LogisticRegression,closest,0.08751367401156433
Decoded,decoded,MLP,Agglo,4,60,Diabetes,MLPClassifier,centroid,0.1721298741649838
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Diabetes,MLPClassifier,centroid,0.1144943296566725
Encoded,encoded,MLP,Agglo,2,60,Diabetes,MLPClassifier,centroid,0.0855988814665217
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Diabetes,MLPClassifier,centroid,0.0649370824918441
Original,original,,Agglo,1,60,Diabetes,MLPClassifier,centroid,0.0812490290508002
Decoded,decoded,GNN,Agglo,3,60,Diabetes,MLPClassifier,centroid,0.1120086997048316
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Diabetes,MLPClassifier,centroid,0.0953860494018953
Encoded,encoded,GNN,Agglo,4,60,Diabetes,MLPClassifier,centroid,0.1127854590647818
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Diabetes,MLPClassifier,centroid,0.091968308218114
Original,original,,Agglo,0,60,Diabetes,MLPClassifier,centroid,0.0812490290508002
Decoded,decoded,MLP,Agglo,4,60,Diabetes,MLPClassifier,closest,0.172906633524934
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Diabetes,MLPClassifier,closest,0.1315830355755788
Encoded,encoded,MLP,Agglo,3,60,Diabetes,MLPClassifier,closest,0.137331054839211
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Diabetes,MLPClassifier,closest,0.1009787167935375
Original,original,,Agglo,1,60,Diabetes,MLPClassifier,closest,0.116358552120553
Decoded,decoded,GNN,Agglo,1,60,Diabetes,MLPClassifier,closest,0.0997359018176169
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Diabetes,MLPClassifier,closest,0.1057946248252291
Encoded,encoded,GNN,Agglo,4,60,Diabetes,MLPClassifier,closest,0.1168246077365234
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Diabetes,MLPClassifier,closest,0.0880845114183626
Original,original,,Agglo,3,60,Diabetes,MLPClassifier,closest,0.116358552120553
Decoded,decoded,MLP,KIP,4,60,Diabetes,MLPClassifier,centroid,0.13164517632437478
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Diabetes,MLPClassifier,centroid,0.13096162808761846
Encoded,encoded,MLP,KIP,1,60,Diabetes,MLPClassifier,centroid,0.11228833307441362
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Diabetes,MLPClassifier,centroid,0.11194655895603542
Original,original,,KIP,2,60,Diabetes,MLPClassifier,centroid,0.12595929780953868
Decoded,decoded,GNN,KIP,2,60,Diabetes,MLPClassifier,centroid,0.1192480969395681
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Diabetes,MLPClassifier,centroid,0.1282895758893895
Encoded,encoded,GNN,KIP,1,60,Diabetes,MLPClassifier,centroid,0.11632748174615504
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Diabetes,MLPClassifier,centroid,0.11561286313500077
Original,original,,KIP,3,60,Diabetes,MLPClassifier,centroid,0.12595929780953868
Decoded,decoded,MLP,KMeans,4,60,Diabetes,MLPClassifier,centroid,0.10110299829112943
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Diabetes,MLPClassifier,centroid,0.09066335249339756
Encoded,encoded,MLP,KMeans,2,60,Diabetes,MLPClassifier,centroid,0.08100046605561602
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Diabetes,MLPClassifier,centroid,0.07112008699704836
Original,original,,KMeans,1,60,Diabetes,MLPClassifier,centroid,0.07543886903837202
Decoded,decoded,GNN,KMeans,2,60,Diabetes,MLPClassifier,centroid,0.10203510952306985
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,MLPClassifier,centroid,0.11828491533322975
Encoded,encoded,GNN,KMeans,1,60,Diabetes,MLPClassifier,centroid,0.09252757495727829
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,Diabetes,MLPClassifier,centroid,0.10865309926984627
Original,original,,KMeans,0,60,Diabetes,MLPClassifier,centroid,0.07543886903837202
Decoded,decoded,MLP,KMeans,3,60,Diabetes,MLPClassifier,closest,0.10085443529594532
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Diabetes,MLPClassifier,closest,0.08867484853192482
Encoded,encoded,MLP,KMeans,2,60,Diabetes,MLPClassifier,closest,0.0926207860804723
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Diabetes,MLPClassifier,closest,0.08072083268603392
Original,original,,KMeans,4,60,Diabetes,MLPClassifier,closest,0.10495572471648289
Decoded,decoded,GNN,KMeans,0,60,Diabetes,MLPClassifier,closest,0.10088550567034338
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Diabetes,MLPClassifier,closest,0.12350473823209576
Encoded,encoded,GNN,KMeans,3,60,Diabetes,MLPClassifier,closest,0.10939878825539857
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Diabetes,MLPClassifier,closest,0.10389933198695048
Original,original,,KMeans,2,60,Diabetes,MLPClassifier,closest,0.10495572471648289
Decoded,decoded,MLP,Agglo,4,60,Diabetes,XGBClassifier,centroid,0.1253534401508012
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Diabetes,XGBClassifier,centroid,0.124410933081998
Encoded,encoded,MLP,Agglo,2,60,Diabetes,XGBClassifier,centroid,0.1154571159283693
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Diabetes,XGBClassifier,centroid,0.0830977065661324
Original,original,,Agglo,0,60,Diabetes,XGBClassifier,centroid,0.0829406220546653
Decoded,decoded,GNN,Agglo,4,60,Diabetes,XGBClassifier,centroid,0.1214263273641218
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Diabetes,XGBClassifier,centroid,0.1134150172792962
Encoded,encoded,GNN,Agglo,2,60,Diabetes,XGBClassifier,centroid,0.0970782280867107
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Diabetes,XGBClassifier,centroid,0.0845114671693369
Original,original,,Agglo,0,60,Diabetes,XGBClassifier,centroid,0.0829406220546653
Decoded,decoded,MLP,Agglo,4,60,Diabetes,XGBClassifier,closest,0.1501727929626138
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Diabetes,XGBClassifier,closest,0.1132579327678291
Encoded,encoded,MLP,Agglo,3,60,Diabetes,XGBClassifier,closest,0.1368206094879044
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Diabetes,XGBClassifier,closest,0.0942507068803016
Original,original,,Agglo,1,60,Diabetes,XGBClassifier,closest,0.1132579327678291
Decoded,decoded,GNN,Agglo,4,60,Diabetes,XGBClassifier,closest,0.1273955387998743
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Diabetes,XGBClassifier,closest,0.1005340873389883
Encoded,encoded,GNN,Agglo,3,60,Diabetes,XGBClassifier,closest,0.1266101162425385
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Diabetes,XGBClassifier,closest,0.0863964813069431
Original,original,,Agglo,2,60,Diabetes,XGBClassifier,closest,0.1132579327678291
Decoded,decoded,MLP,KIP,1,60,Diabetes,XGBClassifier,centroid,0.13151115300031407
Decoded-FT,decoded,MLP-MultiHead,KIP,0,60,Diabetes,XGBClassifier,centroid,0.12076657241595974
Encoded,encoded,MLP,KIP,3,60,Diabetes,XGBClassifier,centroid,0.13361608545397413
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,Diabetes,XGBClassifier,centroid,0.13361608545397413
Original,original,,KIP,4,60,Diabetes,XGBClassifier,centroid,0.14608859566446739
Decoded,decoded,GNN,KIP,2,60,Diabetes,XGBClassifier,centroid,0.12227458372604456
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Diabetes,XGBClassifier,centroid,0.12792962613886263
Encoded,encoded,GNN,KIP,1,60,Diabetes,XGBClassifier,centroid,0.12224316682375114
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Diabetes,XGBClassifier,centroid,0.10732013823437006
Original,original,,KIP,4,60,Diabetes,XGBClassifier,centroid,0.14608859566446739
Decoded,decoded,MLP,KMeans,2,60,Diabetes,XGBClassifier,centroid,0.11850455545083236
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Diabetes,XGBClassifier,centroid,0.12076657241595971
Encoded,encoded,MLP,KMeans,1,60,Diabetes,XGBClassifier,centroid,0.08529688972667286
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Diabetes,XGBClassifier,centroid,0.07788250078542244
Original,original,,KMeans,4,60,Diabetes,XGBClassifier,centroid,0.14919886899151738
Decoded,decoded,GNN,KMeans,0,60,Diabetes,XGBClassifier,centroid,0.08928683631793895
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Diabetes,XGBClassifier,centroid,0.10728872133207659
Encoded,encoded,GNN,KMeans,1,60,Diabetes,XGBClassifier,centroid,0.09993716619541304
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,Diabetes,XGBClassifier,centroid,0.1027646874018221
Original,original,,KMeans,4,60,Diabetes,XGBClassifier,centroid,0.14919886899151738
Decoded,decoded,MLP,KMeans,4,60,Diabetes,XGBClassifier,closest,0.1253220232485076
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Diabetes,XGBClassifier,closest,0.10153942821237813
Encoded,encoded,MLP,KMeans,3,60,Diabetes,XGBClassifier,closest,0.12387684574300964
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Diabetes,XGBClassifier,closest,0.10059692114357514
Original,original,,KMeans,0,60,Diabetes,XGBClassifier,closest,0.09783223374175296
Decoded,decoded,GNN,KMeans,2,60,Diabetes,XGBClassifier,closest,0.10772855796418464
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Diabetes,XGBClassifier,closest,0.11388627081369769
Encoded,encoded,GNN,KMeans,4,60,Diabetes,XGBClassifier,closest,0.11602262016965117
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Diabetes,XGBClassifier,closest,0.10285893810870242
Original,original,,KMeans,0,60,Diabetes,XGBClassifier,closest,0.09783223374175296
Decoded,decoded,MLP,Agglo,4,60,Electricity,GaussianNB,centroid,0.1839086893571919
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Electricity,GaussianNB,centroid,0.1325445827490815
Encoded,encoded,MLP,Agglo,1,60,Electricity,GaussianNB,centroid,0.1061964506223708
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,GaussianNB,centroid,0.0810609844844679
Original,original,,Agglo,3,60,Electricity,GaussianNB,centroid,0.1464631103583101
Decoded,decoded,GNN,Agglo,4,60,Electricity,GaussianNB,centroid,0.1825157399354428
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Electricity,GaussianNB,centroid,0.1713490069197396
Encoded,encoded,GNN,Agglo,1,60,Electricity,GaussianNB,centroid,0.1082245758521625
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Electricity,GaussianNB,centroid,0.0619453622023485
Original,original,,Agglo,2,60,Electricity,GaussianNB,centroid,0.1464631103583101
Decoded,decoded,MLP,Agglo,4,60,Electricity,GaussianNB,closest,0.1402108124418389
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Electricity,GaussianNB,closest,0.1376737858760227
Encoded,encoded,MLP,Agglo,1,60,Electricity,GaussianNB,closest,0.1167961529391777
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,GaussianNB,closest,0.0771290433821274
Original,original,,Agglo,2,60,Electricity,GaussianNB,closest,0.1352257599922917
Decoded,decoded,GNN,Agglo,4,60,Electricity,GaussianNB,closest,0.1358781780977182
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Electricity,GaussianNB,closest,0.1294345667492436
Encoded,encoded,GNN,Agglo,1,60,Electricity,GaussianNB,closest,0.1232790665831598
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Electricity,GaussianNB,closest,0.0874291607818874
Original,original,,Agglo,3,60,Electricity,GaussianNB,closest,0.1352257599922917
Decoded,decoded,MLP,KIP,2,60,Electricity,GaussianNB,centroid,0.17241242561089715
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Electricity,GaussianNB,centroid,0.18590036487744016
Encoded,encoded,MLP,KIP,1,60,Electricity,GaussianNB,centroid,0.15845195864891384
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Electricity,GaussianNB,centroid,0.11481061364829252
Original,original,,KIP,4,60,Electricity,GaussianNB,centroid,0.18746322699738066
Decoded,decoded,GNN,KIP,2,60,Electricity,GaussianNB,centroid,0.15909529919189405
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Electricity,GaussianNB,centroid,0.1594469659895684
Encoded,encoded,GNN,KIP,1,60,Electricity,GaussianNB,centroid,0.15778209539554586
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Electricity,GaussianNB,centroid,0.12833930052056516
Original,original,,KIP,4,60,Electricity,GaussianNB,centroid,0.18746322699738066
Decoded,decoded,MLP,KMeans,3,60,Electricity,GaussianNB,centroid,0.1591904614596619
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Electricity,GaussianNB,centroid,0.18222651307498622
Encoded,encoded,MLP,KMeans,1,60,Electricity,GaussianNB,centroid,0.09921224253826891
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,GaussianNB,centroid,0.07053254610412821
Original,original,,KMeans,2,60,Electricity,GaussianNB,centroid,0.13793638860081286
Decoded,decoded,GNN,KMeans,2,60,Electricity,GaussianNB,centroid,0.1283966565156866
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Electricity,GaussianNB,centroid,0.1332129499795881
Encoded,encoded,GNN,KMeans,1,60,Electricity,GaussianNB,centroid,0.09675655904599378
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,GaussianNB,centroid,0.08218866876786035
Original,original,,KMeans,4,60,Electricity,GaussianNB,centroid,0.13793638860081286
Decoded,decoded,MLP,KMeans,2,60,Electricity,GaussianNB,closest,0.12487073348225937
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Electricity,GaussianNB,closest,0.13466456124692233
Encoded,encoded,MLP,KMeans,1,60,Electricity,GaussianNB,closest,0.09875035181893554
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,GaussianNB,closest,0.07524743964562006
Original,original,,KMeans,4,60,Electricity,GaussianNB,closest,0.13934262473407558
Decoded,decoded,GNN,KMeans,3,60,Electricity,GaussianNB,closest,0.12650655841208575
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Electricity,GaussianNB,closest,0.1074256235752917
Encoded,encoded,GNN,KMeans,1,60,Electricity,GaussianNB,closest,0.0998116025447602
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,GaussianNB,closest,0.08109664814810111
Original,original,,KMeans,4,60,Electricity,GaussianNB,closest,0.13934262473407558
Decoded,decoded,MLP,Agglo,4,60,Electricity,KNeighborsClassifier,centroid,0.2863673456798166
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Electricity,KNeighborsClassifier,centroid,0.2468817680063369
Encoded,encoded,MLP,Agglo,2,60,Electricity,KNeighborsClassifier,centroid,0.2431670274497374
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,KNeighborsClassifier,centroid,0.2011032224252227
Original,original,,Agglo,1,60,Electricity,KNeighborsClassifier,centroid,0.2093043476642344
Decoded,decoded,GNN,Agglo,3,60,Electricity,KNeighborsClassifier,centroid,0.2602835406606198
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Electricity,KNeighborsClassifier,centroid,0.2654303697536773
Encoded,encoded,GNN,Agglo,2,60,Electricity,KNeighborsClassifier,centroid,0.2326941521234439
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Electricity,KNeighborsClassifier,centroid,0.2261906971413802
Original,original,,Agglo,0,60,Electricity,KNeighborsClassifier,centroid,0.2093043476642344
Decoded,decoded,MLP,Agglo,1,60,Electricity,KNeighborsClassifier,closest,0.2454796730802827
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Electricity,KNeighborsClassifier,closest,0.2471890429724944
Encoded,encoded,MLP,Agglo,4,60,Electricity,KNeighborsClassifier,closest,0.2783601153052235
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,KNeighborsClassifier,closest,0.2090479661114747
Original,original,,Agglo,3,60,Electricity,KNeighborsClassifier,closest,0.2528249168195818
Decoded,decoded,GNN,Agglo,3,60,Electricity,KNeighborsClassifier,closest,0.2694702538102921
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Electricity,KNeighborsClassifier,closest,0.2700247633416391
Encoded,encoded,GNN,Agglo,1,60,Electricity,KNeighborsClassifier,closest,0.2435427452821885
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Electricity,KNeighborsClassifier,closest,0.2318678387928529
Original,original,,Agglo,2,60,Electricity,KNeighborsClassifier,closest,0.2528249168195818
Decoded,decoded,MLP,KIP,4,60,Electricity,KNeighborsClassifier,centroid,0.35687235777697357
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Electricity,KNeighborsClassifier,centroid,0.3359834992598651
Encoded,encoded,MLP,KIP,2,60,Electricity,KNeighborsClassifier,centroid,0.3435057159365783
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Electricity,KNeighborsClassifier,centroid,0.30166143861374206
Original,original,,KIP,3,60,Electricity,KNeighborsClassifier,centroid,0.34952923060805396
Decoded,decoded,GNN,KIP,3,60,Electricity,KNeighborsClassifier,centroid,0.32760317815273926
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Electricity,KNeighborsClassifier,centroid,0.32321013528766873
Encoded,encoded,GNN,KIP,1,60,Electricity,KNeighborsClassifier,centroid,0.3164960336906951
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Electricity,KNeighborsClassifier,centroid,0.29034068008384384
Original,original,,KIP,4,60,Electricity,KNeighborsClassifier,centroid,0.34952923060805396
Decoded,decoded,MLP,KMeans,4,60,Electricity,KNeighborsClassifier,centroid,0.2730718695299219
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Electricity,KNeighborsClassifier,centroid,0.24884900849579644
Encoded,encoded,MLP,KMeans,2,60,Electricity,KNeighborsClassifier,centroid,0.24823237390119815
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,KNeighborsClassifier,centroid,0.2063671116871113
Original,original,,KMeans,1,60,Electricity,KNeighborsClassifier,centroid,0.2188162043139214
Decoded,decoded,GNN,KMeans,4,60,Electricity,KNeighborsClassifier,centroid,0.2607597370879235
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Electricity,KNeighborsClassifier,centroid,0.25463883890692435
Encoded,encoded,GNN,KMeans,2,60,Electricity,KNeighborsClassifier,centroid,0.2389905873775294
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,KNeighborsClassifier,centroid,0.21825771690658446
Original,original,,KMeans,1,60,Electricity,KNeighborsClassifier,centroid,0.2188162043139214
Decoded,decoded,MLP,KMeans,3,60,Electricity,KNeighborsClassifier,closest,0.25683753008999943
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Electricity,KNeighborsClassifier,closest,0.24448733128926517
Encoded,encoded,MLP,KMeans,4,60,Electricity,KNeighborsClassifier,closest,0.2658313907063946
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,KNeighborsClassifier,closest,0.21705655789817113
Original,original,,KMeans,1,60,Electricity,KNeighborsClassifier,closest,0.2402107210671344
Decoded,decoded,GNN,KMeans,3,60,Electricity,KNeighborsClassifier,closest,0.24761397372527819
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Electricity,KNeighborsClassifier,closest,0.25123922270814114
Encoded,encoded,GNN,KMeans,1,60,Electricity,KNeighborsClassifier,closest,0.23640813752176726
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,KNeighborsClassifier,closest,0.23425976540635887
Original,original,,KMeans,2,60,Electricity,KNeighborsClassifier,closest,0.2402107210671344
Decoded,decoded,MLP,Agglo,4,60,Electricity,LogisticRegression,centroid,0.2086467506074787
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Electricity,LogisticRegression,centroid,0.1470137876619817
Encoded,encoded,MLP,Agglo,3,60,Electricity,LogisticRegression,centroid,0.1618147549356695
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,Electricity,LogisticRegression,centroid,0.148905552861385
Original,original,,Agglo,0,60,Electricity,LogisticRegression,centroid,0.1222015330260335
Decoded,decoded,GNN,Agglo,3,60,Electricity,LogisticRegression,centroid,0.1995832520976404
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Electricity,LogisticRegression,centroid,0.2081911855343455
Encoded,encoded,GNN,Agglo,1,60,Electricity,LogisticRegression,centroid,0.1353866431863254
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,Electricity,LogisticRegression,centroid,0.1360772932102914
Original,original,,Agglo,0,60,Electricity,LogisticRegression,centroid,0.1222015330260335
Decoded,decoded,MLP,Agglo,4,60,Electricity,LogisticRegression,closest,0.1581512891312625
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Electricity,LogisticRegression,closest,0.144272302980863
Encoded,encoded,MLP,Agglo,1,60,Electricity,LogisticRegression,closest,0.1365040005499392
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,LogisticRegression,closest,0.1311230890256386
Original,original,,Agglo,2,60,Electricity,LogisticRegression,closest,0.1395039144459701
Decoded,decoded,GNN,Agglo,4,60,Electricity,LogisticRegression,closest,0.1893667346348406
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Electricity,LogisticRegression,closest,0.1560232072484995
Encoded,encoded,GNN,Agglo,0,60,Electricity,LogisticRegression,closest,0.1387787759112533
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,Electricity,LogisticRegression,closest,0.1449657683934618
Original,original,,Agglo,1,60,Electricity,LogisticRegression,closest,0.1395039144459701
Decoded,decoded,MLP,KIP,4,60,Electricity,LogisticRegression,centroid,0.23882562867041623
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Electricity,LogisticRegression,centroid,0.21438365629360184
Encoded,encoded,MLP,KIP,2,60,Electricity,LogisticRegression,centroid,0.19906642886017348
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Electricity,LogisticRegression,centroid,0.16033457609279886
Original,original,,KIP,1,60,Electricity,LogisticRegression,centroid,0.1843467207408976
Decoded,decoded,GNN,KIP,3,60,Electricity,LogisticRegression,centroid,0.2036836662178468
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Electricity,LogisticRegression,centroid,0.2282966969156713
Encoded,encoded,GNN,KIP,2,60,Electricity,LogisticRegression,centroid,0.19089364892901442
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Electricity,LogisticRegression,centroid,0.16932146083946914
Original,original,,KIP,1,60,Electricity,LogisticRegression,centroid,0.1843467207408976
Decoded,decoded,MLP,KMeans,4,60,Electricity,LogisticRegression,centroid,0.2218860335373786
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Electricity,LogisticRegression,centroid,0.18096805495826299
Encoded,encoded,MLP,KMeans,2,60,Electricity,LogisticRegression,centroid,0.16521803190726855
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Electricity,LogisticRegression,centroid,0.142827914765986
Original,original,,KMeans,0,60,Electricity,LogisticRegression,centroid,0.11759240164146534
Decoded,decoded,GNN,KMeans,3,60,Electricity,LogisticRegression,centroid,0.17460527664829853
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Electricity,LogisticRegression,centroid,0.17949750709067355
Encoded,encoded,GNN,KMeans,2,60,Electricity,LogisticRegression,centroid,0.14096729480333217
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Electricity,LogisticRegression,centroid,0.13006752944251312
Original,original,,KMeans,0,60,Electricity,LogisticRegression,centroid,0.11759240164146534
Decoded,decoded,MLP,KMeans,4,60,Electricity,LogisticRegression,closest,0.1629441715472601
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Electricity,LogisticRegression,closest,0.16237738689234815
Encoded,encoded,MLP,KMeans,2,60,Electricity,LogisticRegression,closest,0.15611207968300594
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,LogisticRegression,closest,0.132852218608358
Original,original,,KMeans,1,60,Electricity,LogisticRegression,closest,0.14759967003645227
Decoded,decoded,GNN,KMeans,4,60,Electricity,LogisticRegression,closest,0.17045445534078044
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Electricity,LogisticRegression,closest,0.16750099535718949
Encoded,encoded,GNN,KMeans,1,60,Electricity,LogisticRegression,closest,0.14278839374805416
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,LogisticRegression,closest,0.1319367246097109
Original,original,,KMeans,2,60,Electricity,LogisticRegression,closest,0.14759967003645227
Decoded,decoded,MLP,Agglo,4,60,Electricity,MLPClassifier,centroid,0.2690301090137523
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Electricity,MLPClassifier,centroid,0.2117889492534236
Encoded,encoded,MLP,Agglo,1,60,Electricity,MLPClassifier,centroid,0.1939744417393281
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,MLPClassifier,centroid,0.1813668674630924
Original,original,,Agglo,2,60,Electricity,MLPClassifier,centroid,0.2018072930157361
Decoded,decoded,GNN,Agglo,4,60,Electricity,MLPClassifier,centroid,0.2634592722811834
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Electricity,MLPClassifier,centroid,0.2593305514618377
Encoded,encoded,GNN,Agglo,1,60,Electricity,MLPClassifier,centroid,0.1919425474431152
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Electricity,MLPClassifier,centroid,0.1869092385169696
Original,original,,Agglo,2,60,Electricity,MLPClassifier,centroid,0.2018072930157361
Decoded,decoded,MLP,Agglo,4,60,Electricity,MLPClassifier,closest,0.2305707999938822
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Electricity,MLPClassifier,closest,0.1913890723253024
Encoded,encoded,MLP,Agglo,3,60,Electricity,MLPClassifier,closest,0.2008570400821248
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,MLPClassifier,closest,0.1782319417244964
Original,original,,Agglo,2,60,Electricity,MLPClassifier,closest,0.1939684546940964
Decoded,decoded,GNN,Agglo,4,60,Electricity,MLPClassifier,closest,0.2381041357256622
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Electricity,MLPClassifier,closest,0.2299636047520375
Encoded,encoded,GNN,Agglo,2,60,Electricity,MLPClassifier,closest,0.2048171983643609
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Electricity,MLPClassifier,closest,0.1942654665652642
Original,original,,Agglo,0,60,Electricity,MLPClassifier,closest,0.1939684546940964
Decoded,decoded,MLP,KIP,4,60,Electricity,MLPClassifier,centroid,0.2970672132367255
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Electricity,MLPClassifier,centroid,0.2722878889204992
Encoded,encoded,MLP,KIP,2,60,Electricity,MLPClassifier,centroid,0.2584470159831791
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Electricity,MLPClassifier,centroid,0.22112182749874904
Original,original,,KIP,1,60,Electricity,MLPClassifier,centroid,0.22594664573885925
Decoded,decoded,GNN,KIP,3,60,Electricity,MLPClassifier,centroid,0.2604469394578555
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Electricity,MLPClassifier,centroid,0.28357579868680144
Encoded,encoded,GNN,KIP,2,60,Electricity,MLPClassifier,centroid,0.2523887249133959
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,Electricity,MLPClassifier,centroid,0.23420457722670585
Original,original,,KIP,0,60,Electricity,MLPClassifier,centroid,0.22594664573885925
Decoded,decoded,MLP,KMeans,4,60,Electricity,MLPClassifier,centroid,0.26320336419691415
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Electricity,MLPClassifier,centroid,0.2367635274429552
Encoded,encoded,MLP,KMeans,2,60,Electricity,MLPClassifier,centroid,0.1932801186610593
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,MLPClassifier,centroid,0.17985850217299798
Original,original,,KMeans,1,60,Electricity,MLPClassifier,centroid,0.18095195434301067
Decoded,decoded,GNN,KMeans,3,60,Electricity,MLPClassifier,centroid,0.22554701591242318
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Electricity,MLPClassifier,centroid,0.23335096608866818
Encoded,encoded,GNN,KMeans,2,60,Electricity,MLPClassifier,centroid,0.1868352495234447
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,MLPClassifier,centroid,0.18053858696915243
Original,original,,KMeans,1,60,Electricity,MLPClassifier,centroid,0.18095195434301067
Decoded,decoded,MLP,KMeans,4,60,Electricity,MLPClassifier,closest,0.21752808727021916
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Electricity,MLPClassifier,closest,0.20681428071393654
Encoded,encoded,MLP,KMeans,2,60,Electricity,MLPClassifier,closest,0.2051732425015115
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,MLPClassifier,closest,0.17303896374479436
Original,original,,KMeans,1,60,Electricity,MLPClassifier,closest,0.1969017585203681
Decoded,decoded,GNN,KMeans,4,60,Electricity,MLPClassifier,closest,0.21788370687143513
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Electricity,MLPClassifier,closest,0.21237063968258205
Encoded,encoded,GNN,KMeans,2,60,Electricity,MLPClassifier,closest,0.19842872719282734
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,MLPClassifier,closest,0.18604175920506832
Original,original,,KMeans,1,60,Electricity,MLPClassifier,closest,0.1969017585203681
Decoded,decoded,MLP,Agglo,3,60,Electricity,XGBClassifier,centroid,0.3622351749248122
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Electricity,XGBClassifier,centroid,0.3213496609962524
Encoded,encoded,MLP,Agglo,2,60,Electricity,XGBClassifier,centroid,0.3242640674203993
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,XGBClassifier,centroid,0.304987933502728
Original,original,,Agglo,4,60,Electricity,XGBClassifier,centroid,0.387455512616574
Decoded,decoded,GNN,Agglo,2,60,Electricity,XGBClassifier,centroid,0.3369057790308729
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Electricity,XGBClassifier,centroid,0.3422580906828619
Encoded,encoded,GNN,Agglo,1,60,Electricity,XGBClassifier,centroid,0.3071940417095413
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Electricity,XGBClassifier,centroid,0.2992206592587658
Original,original,,Agglo,4,60,Electricity,XGBClassifier,centroid,0.387455512616574
Decoded,decoded,MLP,Agglo,3,60,Electricity,XGBClassifier,closest,0.3415868703206128
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Electricity,XGBClassifier,closest,0.3449446640809173
Encoded,encoded,MLP,Agglo,2,60,Electricity,XGBClassifier,closest,0.3372229469672587
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Electricity,XGBClassifier,closest,0.3045847178713617
Original,original,,Agglo,1,60,Electricity,XGBClassifier,closest,0.3099385764482045
Decoded,decoded,GNN,Agglo,3,60,Electricity,XGBClassifier,closest,0.3379596699287767
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Electricity,XGBClassifier,closest,0.3107090417080912
Encoded,encoded,GNN,Agglo,4,60,Electricity,XGBClassifier,closest,0.3577034102248446
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Electricity,XGBClassifier,closest,0.3093174377780899
Original,original,,Agglo,1,60,Electricity,XGBClassifier,closest,0.3099385764482045
Decoded,decoded,MLP,KIP,4,60,Electricity,XGBClassifier,centroid,0.41183149038184963
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Electricity,XGBClassifier,centroid,0.3804250872151398
Encoded,encoded,MLP,KIP,1,60,Electricity,XGBClassifier,centroid,0.37783310827188094
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Electricity,XGBClassifier,centroid,0.35568832790088767
Original,original,,KIP,3,60,Electricity,XGBClassifier,centroid,0.4077076884388927
Decoded,decoded,GNN,KIP,3,60,Electricity,XGBClassifier,centroid,0.367007670136838
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Electricity,XGBClassifier,centroid,0.36653159434486804
Encoded,encoded,GNN,KIP,1,60,Electricity,XGBClassifier,centroid,0.3543658425070005
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Electricity,XGBClassifier,centroid,0.3445025529577638
Original,original,,KIP,4,60,Electricity,XGBClassifier,centroid,0.4077076884388927
Decoded,decoded,MLP,KMeans,3,60,Electricity,XGBClassifier,centroid,0.3470744025413655
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Electricity,XGBClassifier,centroid,0.33173278497425474
Encoded,encoded,MLP,KMeans,1,60,Electricity,XGBClassifier,centroid,0.3174454450362614
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,XGBClassifier,centroid,0.304708636220414
Original,original,,KMeans,4,60,Electricity,XGBClassifier,centroid,0.442549831041967
Decoded,decoded,GNN,KMeans,3,60,Electricity,XGBClassifier,centroid,0.342851964802432
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Electricity,XGBClassifier,centroid,0.3382004584505168
Encoded,encoded,GNN,KMeans,1,60,Electricity,XGBClassifier,centroid,0.31698879281948417
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,XGBClassifier,centroid,0.2913930938120008
Original,original,,KMeans,4,60,Electricity,XGBClassifier,centroid,0.442549831041967
Decoded,decoded,MLP,KMeans,4,60,Electricity,XGBClassifier,closest,0.330288479248148
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Electricity,XGBClassifier,closest,0.3244758994425366
Encoded,encoded,MLP,KMeans,3,60,Electricity,XGBClassifier,closest,0.32643964319791513
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Electricity,XGBClassifier,closest,0.3009009483712862
Original,original,,KMeans,1,60,Electricity,XGBClassifier,closest,0.31509577253475524
Decoded,decoded,GNN,KMeans,3,60,Electricity,XGBClassifier,closest,0.31930290538591855
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Electricity,XGBClassifier,closest,0.3260335270824485
Encoded,encoded,GNN,KMeans,2,60,Electricity,XGBClassifier,closest,0.31750971976392767
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Electricity,XGBClassifier,closest,0.3072682264245509
Original,original,,KMeans,1,60,Electricity,XGBClassifier,closest,0.31509577253475524
Decoded,decoded,MLP,Agglo,4,60,Elevators,GaussianNB,centroid,-0.0607405277844563
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Elevators,GaussianNB,centroid,-0.1048652369899049
Encoded,encoded,MLP,Agglo,1,60,Elevators,GaussianNB,centroid,-0.1635353140129938
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,GaussianNB,centroid,-0.2873627085518253
Original,original,,Agglo,3,60,Elevators,GaussianNB,centroid,-0.0632757341494809
Decoded,decoded,GNN,Agglo,3,60,Elevators,GaussianNB,centroid,-0.0430649890772763
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Elevators,GaussianNB,centroid,-0.0419820633988523
Encoded,encoded,GNN,Agglo,1,60,Elevators,GaussianNB,centroid,-0.1667905370344466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,GaussianNB,centroid,-0.3288780825511665
Original,original,,Agglo,2,60,Elevators,GaussianNB,centroid,-0.0632757341494809
Decoded,decoded,MLP,Agglo,3,60,Elevators,GaussianNB,closest,-0.0929169570046274
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Elevators,GaussianNB,closest,-0.1193306745788997
Encoded,encoded,MLP,Agglo,1,60,Elevators,GaussianNB,closest,-0.1382071005116178
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,GaussianNB,closest,-0.2854250451057883
Original,original,,Agglo,4,60,Elevators,GaussianNB,closest,-0.0002320555025193
Decoded,decoded,GNN,Agglo,2,60,Elevators,GaussianNB,closest,-0.1129568834430331
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Elevators,GaussianNB,closest,-0.0628515882587649
Encoded,encoded,GNN,Agglo,1,60,Elevators,GaussianNB,closest,-0.1289506643555656
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,GaussianNB,closest,-0.3521319776994661
Original,original,,Agglo,4,60,Elevators,GaussianNB,closest,-0.0002320555025193
Decoded,decoded,MLP,KIP,4,60,Elevators,GaussianNB,centroid,-0.0027746102917903795
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Elevators,GaussianNB,centroid,-0.032155930984115025
Encoded,encoded,MLP,KIP,1,60,Elevators,GaussianNB,centroid,-0.056210159776659344
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Elevators,GaussianNB,centroid,-0.25647844172151657
Original,original,,KIP,3,60,Elevators,GaussianNB,centroid,-0.03086982782126302
Decoded,decoded,GNN,KIP,2,60,Elevators,GaussianNB,centroid,-0.04611316702259248
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Elevators,GaussianNB,centroid,-0.02913250562573442
Encoded,encoded,GNN,KIP,1,60,Elevators,GaussianNB,centroid,-0.11314343028311409
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Elevators,GaussianNB,centroid,-0.3212693693827258
Original,original,,KIP,3,60,Elevators,GaussianNB,centroid,-0.03086982782126302
Decoded,decoded,MLP,KMeans,4,60,Elevators,GaussianNB,centroid,-0.015623523466290317
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Elevators,GaussianNB,centroid,-0.08871855728515674
Encoded,encoded,MLP,KMeans,1,60,Elevators,GaussianNB,centroid,-0.19908209156781204
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,GaussianNB,centroid,-0.30723194527615566
Original,original,,KMeans,3,60,Elevators,GaussianNB,centroid,-0.06257995440109367
Decoded,decoded,GNN,KMeans,4,60,Elevators,GaussianNB,centroid,-0.0034103134489699995
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Elevators,GaussianNB,centroid,-0.05742432573373037
Encoded,encoded,GNN,KMeans,1,60,Elevators,GaussianNB,centroid,-0.16805046949340338
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,GaussianNB,centroid,-0.32626810274644125
Original,original,,KMeans,2,60,Elevators,GaussianNB,centroid,-0.06257995440109367
Decoded,decoded,MLP,KMeans,2,60,Elevators,GaussianNB,closest,-0.1294387544291982
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Elevators,GaussianNB,closest,-0.09524408693572636
Encoded,encoded,MLP,KMeans,1,60,Elevators,GaussianNB,closest,-0.15716874238164996
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,GaussianNB,closest,-0.28446730047900115
Original,original,,KMeans,4,60,Elevators,GaussianNB,closest,0.00552266312051494
Decoded,decoded,GNN,KMeans,3,60,Elevators,GaussianNB,closest,-0.029465118512678856
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Elevators,GaussianNB,closest,-0.07132303221768341
Encoded,encoded,GNN,KMeans,1,60,Elevators,GaussianNB,closest,-0.1486457305332828
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,GaussianNB,closest,-0.34142467897377327
Original,original,,KMeans,4,60,Elevators,GaussianNB,closest,0.00552266312051494
Decoded,decoded,MLP,Agglo,2,60,Elevators,KNeighborsClassifier,centroid,0.0616272590003509
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Elevators,KNeighborsClassifier,centroid,0.068907538378607
Encoded,encoded,MLP,Agglo,4,60,Elevators,KNeighborsClassifier,centroid,0.0757574838157018
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,KNeighborsClassifier,centroid,-0.001126150043438
Original,original,,Agglo,1,60,Elevators,KNeighborsClassifier,centroid,0.0208552672166446
Decoded,decoded,GNN,Agglo,4,60,Elevators,KNeighborsClassifier,centroid,0.064071717603844
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Elevators,KNeighborsClassifier,centroid,0.0495015509215012
Encoded,encoded,GNN,Agglo,2,60,Elevators,KNeighborsClassifier,centroid,0.0448154115175768
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,KNeighborsClassifier,centroid,-0.0444371626480252
Original,original,,Agglo,1,60,Elevators,KNeighborsClassifier,centroid,0.0208552672166446
Decoded,decoded,MLP,Agglo,3,60,Elevators,KNeighborsClassifier,closest,0.0587959549620892
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Elevators,KNeighborsClassifier,closest,0.0503344063869445
Encoded,encoded,MLP,Agglo,4,60,Elevators,KNeighborsClassifier,closest,0.1084411190907463
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,KNeighborsClassifier,closest,0.018928625247404
Original,original,,Agglo,1,60,Elevators,KNeighborsClassifier,closest,0.0448341216889317
Decoded,decoded,GNN,Agglo,3,60,Elevators,KNeighborsClassifier,closest,0.0780719825803247
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Elevators,KNeighborsClassifier,closest,0.0542033664149389
Encoded,encoded,GNN,Agglo,4,60,Elevators,KNeighborsClassifier,closest,0.1087167148579998
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,KNeighborsClassifier,closest,-0.0252172655438542
Original,original,,Agglo,1,60,Elevators,KNeighborsClassifier,closest,0.0448341216889317
Decoded,decoded,MLP,KIP,2,60,Elevators,KNeighborsClassifier,centroid,0.20284232786895187
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Elevators,KNeighborsClassifier,centroid,0.14741966509804627
Encoded,encoded,MLP,KIP,3,60,Elevators,KNeighborsClassifier,centroid,0.22842327868951937
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Elevators,KNeighborsClassifier,centroid,0.12314903308868512
Original,original,,KIP,4,60,Elevators,KNeighborsClassifier,centroid,0.28538705276369447
Decoded,decoded,GNN,KIP,3,60,Elevators,KNeighborsClassifier,centroid,0.18712001917539717
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,Elevators,KNeighborsClassifier,centroid,0.15169407959610298
Encoded,encoded,GNN,KIP,2,60,Elevators,KNeighborsClassifier,centroid,0.1871083885283388
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Elevators,KNeighborsClassifier,centroid,0.01037929057098384
Original,original,,KIP,4,60,Elevators,KNeighborsClassifier,centroid,0.28538705276369447
Decoded,decoded,MLP,KMeans,2,60,Elevators,KNeighborsClassifier,centroid,0.0543630602558539
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Elevators,KNeighborsClassifier,centroid,0.05728599356572374
Encoded,encoded,MLP,KMeans,4,60,Elevators,KNeighborsClassifier,centroid,0.07731376552817795
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,KNeighborsClassifier,centroid,-0.020461038849395218
Original,original,,KMeans,1,60,Elevators,KNeighborsClassifier,centroid,0.03511656436754048
Decoded,decoded,GNN,KMeans,2,60,Elevators,KNeighborsClassifier,centroid,0.05223303366718344
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Elevators,KNeighborsClassifier,centroid,0.06775489068708804
Encoded,encoded,GNN,KMeans,3,60,Elevators,KNeighborsClassifier,centroid,0.061189036446402424
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,KNeighborsClassifier,centroid,-0.044085310290493084
Original,original,,KMeans,1,60,Elevators,KNeighborsClassifier,centroid,0.03511656436754048
Decoded,decoded,MLP,KMeans,3,60,Elevators,KNeighborsClassifier,closest,0.060381566132364804
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Elevators,KNeighborsClassifier,closest,0.05098258740431262
Encoded,encoded,MLP,KMeans,4,60,Elevators,KNeighborsClassifier,closest,0.10774550526059223
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,KNeighborsClassifier,closest,0.0059374958913475
Original,original,,KMeans,2,60,Elevators,KNeighborsClassifier,closest,0.057907171254704085
Decoded,decoded,GNN,KMeans,3,60,Elevators,KNeighborsClassifier,closest,0.06823690515561295
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Elevators,KNeighborsClassifier,closest,0.05407775542670819
Encoded,encoded,GNN,KMeans,4,60,Elevators,KNeighborsClassifier,closest,0.0812941774958104
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,KNeighborsClassifier,closest,-0.036482204604320216
Original,original,,KMeans,2,60,Elevators,KNeighborsClassifier,closest,0.057907171254704085
Decoded,decoded,MLP,Agglo,1,60,Elevators,LogisticRegression,centroid,0.1920583185606008
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Elevators,LogisticRegression,centroid,0.230559316592454
Encoded,encoded,MLP,Agglo,3,60,Elevators,LogisticRegression,centroid,0.2074724145391605
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,LogisticRegression,centroid,0.1082162274395945
Original,original,,Agglo,2,60,Elevators,LogisticRegression,centroid,0.197457635990564
Decoded,decoded,GNN,Agglo,3,60,Elevators,LogisticRegression,centroid,0.22462739562541
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Elevators,LogisticRegression,centroid,0.2300393629346323
Encoded,encoded,GNN,Agglo,2,60,Elevators,LogisticRegression,centroid,0.2152036717801259
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,LogisticRegression,centroid,0.1235666378191259
Original,original,,Agglo,1,60,Elevators,LogisticRegression,centroid,0.197457635990564
Decoded,decoded,MLP,Agglo,3,60,Elevators,LogisticRegression,closest,0.2384432447899945
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Elevators,LogisticRegression,closest,0.2207813961279155
Encoded,encoded,MLP,Agglo,4,60,Elevators,LogisticRegression,closest,0.2388916611995924
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,LogisticRegression,closest,0.1054698950321743
Original,original,,Agglo,1,60,Elevators,LogisticRegression,closest,0.1910995449533089
Decoded,decoded,GNN,Agglo,4,60,Elevators,LogisticRegression,closest,0.2582852347119667
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Elevators,LogisticRegression,closest,0.2100276901494953
Encoded,encoded,GNN,Agglo,3,60,Elevators,LogisticRegression,closest,0.2322482935749082
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,LogisticRegression,closest,0.1167771422788626
Original,original,,Agglo,1,60,Elevators,LogisticRegression,closest,0.1910995449533089
Decoded,decoded,MLP,KIP,4,60,Elevators,LogisticRegression,centroid,0.3242333300763529
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Elevators,LogisticRegression,centroid,0.2777957105568041
Encoded,encoded,MLP,KIP,1,60,Elevators,LogisticRegression,centroid,0.25114293840119484
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Elevators,LogisticRegression,centroid,0.10979065758434414
Original,original,,KIP,2,60,Elevators,LogisticRegression,centroid,0.25525065953853243
Decoded,decoded,GNN,KIP,4,60,Elevators,LogisticRegression,centroid,0.2761911824234725
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Elevators,LogisticRegression,centroid,0.2554972013232646
Encoded,encoded,GNN,KIP,3,60,Elevators,LogisticRegression,centroid,0.2576818790915817
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Elevators,LogisticRegression,centroid,0.11718734732904339
Original,original,,KIP,1,60,Elevators,LogisticRegression,centroid,0.25525065953853243
Decoded,decoded,MLP,KMeans,4,60,Elevators,LogisticRegression,centroid,0.22862711296603896
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Elevators,LogisticRegression,centroid,0.1940052658393936
Encoded,encoded,MLP,KMeans,3,60,Elevators,LogisticRegression,centroid,0.20903497996957046
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,LogisticRegression,centroid,0.09721737552518805
Original,original,,KMeans,2,60,Elevators,LogisticRegression,centroid,0.1992087282422077
Decoded,decoded,GNN,KMeans,3,60,Elevators,LogisticRegression,centroid,0.23210966834633795
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Elevators,LogisticRegression,centroid,0.2398770431736017
Encoded,encoded,GNN,KMeans,2,60,Elevators,LogisticRegression,centroid,0.21661592174871927
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,LogisticRegression,centroid,0.11409144205133928
Original,original,,KMeans,1,60,Elevators,LogisticRegression,centroid,0.1992087282422077
Decoded,decoded,MLP,KMeans,2,60,Elevators,LogisticRegression,closest,0.20478558018453116
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Elevators,LogisticRegression,closest,0.2200907999609162
Encoded,encoded,MLP,KMeans,3,60,Elevators,LogisticRegression,closest,0.20909936349297192
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,LogisticRegression,closest,0.10607961921246209
Original,original,,KMeans,1,60,Elevators,LogisticRegression,closest,0.19750553105065533
Decoded,decoded,GNN,KMeans,3,60,Elevators,LogisticRegression,closest,0.21393414734579355
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Elevators,LogisticRegression,closest,0.1998945261791432
Encoded,encoded,GNN,KMeans,4,60,Elevators,LogisticRegression,closest,0.22679802766572207
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,LogisticRegression,closest,0.11067946427325134
Original,original,,KMeans,1,60,Elevators,LogisticRegression,closest,0.19750553105065533
Decoded,decoded,MLP,Agglo,1,60,Elevators,MLPClassifier,centroid,0.1839708521170238
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Elevators,MLPClassifier,centroid,0.2200727296911898
Encoded,encoded,MLP,Agglo,2,60,Elevators,MLPClassifier,centroid,0.2085318902325101
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,MLPClassifier,centroid,0.1026406627319183
Original,original,,Agglo,4,60,Elevators,MLPClassifier,centroid,0.2245711892936575
Decoded,decoded,GNN,Agglo,3,60,Elevators,MLPClassifier,centroid,0.2215717786745624
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Elevators,MLPClassifier,centroid,0.2153550571463201
Encoded,encoded,GNN,Agglo,1,60,Elevators,MLPClassifier,centroid,0.185827817641085
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,MLPClassifier,centroid,0.1174132522755922
Original,original,,Agglo,4,60,Elevators,MLPClassifier,centroid,0.2245711892936575
Decoded,decoded,MLP,Agglo,2,60,Elevators,MLPClassifier,closest,0.2237857856377457
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Elevators,MLPClassifier,closest,0.2266088632911956
Encoded,encoded,MLP,Agglo,4,60,Elevators,MLPClassifier,closest,0.2424044465660797
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,MLPClassifier,closest,0.1152998819925539
Original,original,,Agglo,1,60,Elevators,MLPClassifier,closest,0.1876694688877328
Decoded,decoded,GNN,Agglo,4,60,Elevators,MLPClassifier,closest,0.2399707891097111
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Elevators,MLPClassifier,closest,0.1957610955221491
Encoded,encoded,GNN,Agglo,3,60,Elevators,MLPClassifier,closest,0.206433834226885
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,MLPClassifier,closest,0.1109716296447657
Original,original,,Agglo,1,60,Elevators,MLPClassifier,closest,0.1876694688877328
Decoded,decoded,MLP,KIP,4,60,Elevators,MLPClassifier,centroid,0.31776749338970156
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Elevators,MLPClassifier,centroid,0.27879703288062874
Encoded,encoded,MLP,KIP,2,60,Elevators,MLPClassifier,centroid,0.2653156556982895
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Elevators,MLPClassifier,centroid,0.11110657030631625
Original,original,,KIP,1,60,Elevators,MLPClassifier,centroid,0.19719083646145688
Decoded,decoded,GNN,KIP,4,60,Elevators,MLPClassifier,centroid,0.2741403549149424
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Elevators,MLPClassifier,centroid,0.2448042375918255
Encoded,encoded,GNN,KIP,3,60,Elevators,MLPClassifier,centroid,0.25277028715145256
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Elevators,MLPClassifier,centroid,0.11295627248737558
Original,original,,KIP,1,60,Elevators,MLPClassifier,centroid,0.19719083646145688
Decoded,decoded,MLP,KMeans,3,60,Elevators,MLPClassifier,centroid,0.2138632715059492
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Elevators,MLPClassifier,centroid,0.18747615895169836
Encoded,encoded,MLP,KMeans,2,60,Elevators,MLPClassifier,centroid,0.2021397108401894
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,MLPClassifier,centroid,0.09726080083169655
Original,original,,KMeans,4,60,Elevators,MLPClassifier,centroid,0.21413446548139992
Decoded,decoded,GNN,KMeans,4,60,Elevators,MLPClassifier,centroid,0.22533252765649117
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Elevators,MLPClassifier,centroid,0.21114546857094604
Encoded,encoded,GNN,KMeans,1,60,Elevators,MLPClassifier,centroid,0.18744990590470412
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,MLPClassifier,centroid,0.10937308161328474
Original,original,,KMeans,3,60,Elevators,MLPClassifier,centroid,0.21413446548139992
Decoded,decoded,MLP,KMeans,1,60,Elevators,MLPClassifier,closest,0.18892690232860151
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Elevators,MLPClassifier,closest,0.21373226880144774
Encoded,encoded,MLP,KMeans,3,60,Elevators,MLPClassifier,closest,0.2024479216119021
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,MLPClassifier,closest,0.1044648119472367
Original,original,,KMeans,2,60,Elevators,MLPClassifier,closest,0.19960139123647042
Decoded,decoded,GNN,KMeans,3,60,Elevators,MLPClassifier,closest,0.2061786546101007
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Elevators,MLPClassifier,closest,0.1879943940993651
Encoded,encoded,GNN,KMeans,4,60,Elevators,MLPClassifier,closest,0.2075659531234344
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,MLPClassifier,closest,0.10416255186617603
Original,original,,KMeans,2,60,Elevators,MLPClassifier,closest,0.19960139123647042
Decoded,decoded,MLP,Agglo,2,60,Elevators,XGBClassifier,centroid,0.2282185028846417
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Elevators,XGBClassifier,centroid,0.2686061379379208
Encoded,encoded,MLP,Agglo,1,60,Elevators,XGBClassifier,centroid,0.2033334423155601
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,XGBClassifier,centroid,0.1519188677394642
Original,original,,Agglo,4,60,Elevators,XGBClassifier,centroid,0.2836032705271706
Decoded,decoded,GNN,Agglo,2,60,Elevators,XGBClassifier,centroid,0.2458550671875428
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Elevators,XGBClassifier,centroid,0.2620119768521751
Encoded,encoded,GNN,Agglo,1,60,Elevators,XGBClassifier,centroid,0.2158709638653227
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,XGBClassifier,centroid,0.128411843245856
Original,original,,Agglo,4,60,Elevators,XGBClassifier,centroid,0.2836032705271706
Decoded,decoded,MLP,Agglo,4,60,Elevators,XGBClassifier,closest,0.2757212046129526
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Elevators,XGBClassifier,closest,0.2596243824463211
Encoded,encoded,MLP,Agglo,2,60,Elevators,XGBClassifier,closest,0.2528411224698082
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Elevators,XGBClassifier,closest,0.1707682274983367
Original,original,,Agglo,1,60,Elevators,XGBClassifier,closest,0.2166467995012738
Decoded,decoded,GNN,Agglo,4,60,Elevators,XGBClassifier,closest,0.2580718275347425
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Elevators,XGBClassifier,closest,0.214028575139858
Encoded,encoded,GNN,Agglo,3,60,Elevators,XGBClassifier,closest,0.2309030002217935
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Elevators,XGBClassifier,closest,0.1305294857305446
Original,original,,Agglo,2,60,Elevators,XGBClassifier,closest,0.2166467995012738
Decoded,decoded,MLP,KIP,3,60,Elevators,XGBClassifier,centroid,0.32359556518919164
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Elevators,XGBClassifier,centroid,0.2935276044616735
Encoded,encoded,MLP,KIP,2,60,Elevators,XGBClassifier,centroid,0.3009271147485647
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Elevators,XGBClassifier,centroid,0.1796743434336294
Original,original,,KIP,4,60,Elevators,XGBClassifier,centroid,0.35130677053556514
Decoded,decoded,GNN,KIP,2,60,Elevators,XGBClassifier,centroid,0.2835699573113673
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,Elevators,XGBClassifier,centroid,0.269540410167865
Encoded,encoded,GNN,KIP,3,60,Elevators,XGBClassifier,centroid,0.29190639074723224
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Elevators,XGBClassifier,centroid,0.12376787492610561
Original,original,,KIP,4,60,Elevators,XGBClassifier,centroid,0.35130677053556514
Decoded,decoded,MLP,KMeans,3,60,Elevators,XGBClassifier,centroid,0.23958440658735705
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Elevators,XGBClassifier,centroid,0.2393934520532693
Encoded,encoded,MLP,KMeans,1,60,Elevators,XGBClassifier,centroid,0.2216491720738051
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,XGBClassifier,centroid,0.13813788843695624
Original,original,,KMeans,4,60,Elevators,XGBClassifier,centroid,0.40489006196965044
Decoded,decoded,GNN,KMeans,2,60,Elevators,XGBClassifier,centroid,0.24509911344431262
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Elevators,XGBClassifier,centroid,0.25394523024557225
Encoded,encoded,GNN,KMeans,1,60,Elevators,XGBClassifier,centroid,0.2288655922197293
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,XGBClassifier,centroid,0.12412689772666016
Original,original,,KMeans,4,60,Elevators,XGBClassifier,centroid,0.40489006196965044
Decoded,decoded,MLP,KMeans,1,60,Elevators,XGBClassifier,closest,0.21773950832521122
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Elevators,XGBClassifier,closest,0.25273181624182744
Encoded,encoded,MLP,KMeans,3,60,Elevators,XGBClassifier,closest,0.24391689192114754
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Elevators,XGBClassifier,closest,0.14886810175641058
Original,original,,KMeans,2,60,Elevators,XGBClassifier,closest,0.21797199392409355
Decoded,decoded,GNN,KMeans,3,60,Elevators,XGBClassifier,closest,0.24046071205452407
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Elevators,XGBClassifier,closest,0.22391447074843396
Encoded,encoded,GNN,KMeans,4,60,Elevators,XGBClassifier,closest,0.2443936155266094
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Elevators,XGBClassifier,closest,0.11467849212191047
Original,original,,KMeans,1,60,Elevators,XGBClassifier,closest,0.21797199392409355
Decoded,decoded,MLP,Agglo,4,60,Higgs,GaussianNB,centroid,0.1443300391779733
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Higgs,GaussianNB,centroid,0.1433956450329566
Encoded,encoded,MLP,Agglo,1,60,Higgs,GaussianNB,centroid,0.0957964617696395
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,GaussianNB,centroid,0.0168684486275135
Original,original,,Agglo,2,60,Higgs,GaussianNB,centroid,0.1241528595136013
Decoded,decoded,GNN,Agglo,2,60,Higgs,GaussianNB,centroid,0.1054495102588297
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,GaussianNB,centroid,0.1352649636429073
Encoded,encoded,GNN,Agglo,1,60,Higgs,GaussianNB,centroid,0.0263234837699314
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,GaussianNB,centroid,-0.0171155330703823
Original,original,,Agglo,3,60,Higgs,GaussianNB,centroid,0.1241528595136013
Decoded,decoded,MLP,Agglo,3,60,Higgs,GaussianNB,closest,0.1364241857695268
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Higgs,GaussianNB,closest,0.1404537369431511
Encoded,encoded,MLP,Agglo,1,60,Higgs,GaussianNB,closest,0.0936008995885603
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,GaussianNB,closest,0.0393950681253618
Original,original,,Agglo,2,60,Higgs,GaussianNB,closest,0.1023174477421905
Decoded,decoded,GNN,Agglo,4,60,Higgs,GaussianNB,closest,0.1372133470740785
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Higgs,GaussianNB,closest,0.1070480145743356
Encoded,encoded,GNN,Agglo,1,60,Higgs,GaussianNB,closest,0.0642743338960214
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,GaussianNB,closest,-0.0300573823754666
Original,original,,Agglo,2,60,Higgs,GaussianNB,closest,0.1023174477421905
Decoded,decoded,MLP,KIP,4,60,Higgs,GaussianNB,centroid,0.15171162089374968
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Higgs,GaussianNB,centroid,0.15024106608197976
Encoded,encoded,MLP,KIP,1,60,Higgs,GaussianNB,centroid,0.12927603912446975
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Higgs,GaussianNB,centroid,0.10119946294027275
Original,original,,KIP,2,60,Higgs,GaussianNB,centroid,0.1496440019292705
Decoded,decoded,GNN,KIP,3,60,Higgs,GaussianNB,centroid,0.14793015381761018
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Higgs,GaussianNB,centroid,0.1471811044404249
Encoded,encoded,GNN,KIP,1,60,Higgs,GaussianNB,centroid,0.10756564076430572
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Higgs,GaussianNB,centroid,0.014195774560531522
Original,original,,KIP,4,60,Higgs,GaussianNB,centroid,0.1496440019292705
Decoded,decoded,MLP,KMeans,4,60,Higgs,GaussianNB,centroid,0.15139107755443107
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Higgs,GaussianNB,centroid,0.14473395622713622
Encoded,encoded,MLP,KMeans,1,60,Higgs,GaussianNB,centroid,0.06203418963391485
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,GaussianNB,centroid,0.01147310518846832
Original,original,,KMeans,2,60,Higgs,GaussianNB,centroid,0.13661804331943544
Decoded,decoded,GNN,KMeans,4,60,Higgs,GaussianNB,centroid,0.14455603656686283
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Higgs,GaussianNB,centroid,0.1395565123458759
Encoded,encoded,GNN,KMeans,1,60,Higgs,GaussianNB,centroid,0.03385131684219668
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,GaussianNB,centroid,-0.03194024127575792
Original,original,,KMeans,2,60,Higgs,GaussianNB,centroid,0.13661804331943544
Decoded,decoded,MLP,KMeans,4,60,Higgs,GaussianNB,closest,0.13229262581509965
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Higgs,GaussianNB,closest,0.12951661638162942
Encoded,encoded,MLP,KMeans,1,60,Higgs,GaussianNB,closest,0.09168695080099207
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,GaussianNB,closest,0.015589293095495602
Original,original,,KMeans,2,60,Higgs,GaussianNB,closest,0.11685454462635811
Decoded,decoded,GNN,KMeans,4,60,Higgs,GaussianNB,closest,0.13134357635618157
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Higgs,GaussianNB,closest,0.11364729425088252
Encoded,encoded,GNN,KMeans,1,60,Higgs,GaussianNB,closest,0.04964326319079626
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,GaussianNB,closest,-0.025195835640057278
Original,original,,KMeans,3,60,Higgs,GaussianNB,closest,0.11685454462635811
Decoded,decoded,MLP,Agglo,4,60,Higgs,KNeighborsClassifier,centroid,0.1195157748057084
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Higgs,KNeighborsClassifier,centroid,0.1025437353891047
Encoded,encoded,MLP,Agglo,3,60,Higgs,KNeighborsClassifier,centroid,0.1187516293478611
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,KNeighborsClassifier,centroid,0.0504119737446155
Original,original,,Agglo,1,60,Higgs,KNeighborsClassifier,centroid,0.0524593302238933
Decoded,decoded,GNN,Agglo,3,60,Higgs,KNeighborsClassifier,centroid,0.1288045263121235
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,KNeighborsClassifier,centroid,0.1289910093374111
Encoded,encoded,GNN,Agglo,2,60,Higgs,KNeighborsClassifier,centroid,0.0718495174411918
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,KNeighborsClassifier,centroid,0.0414636579651221
Original,original,,Agglo,1,60,Higgs,KNeighborsClassifier,centroid,0.0524593302238933
Decoded,decoded,MLP,Agglo,1,60,Higgs,KNeighborsClassifier,closest,0.0940132394490673
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Higgs,KNeighborsClassifier,closest,0.1118319130086587
Encoded,encoded,MLP,Agglo,4,60,Higgs,KNeighborsClassifier,closest,0.1140420117199172
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,KNeighborsClassifier,closest,0.0800525354155398
Original,original,,Agglo,2,60,Higgs,KNeighborsClassifier,closest,0.1071658503730157
Decoded,decoded,GNN,Agglo,2,60,Higgs,KNeighborsClassifier,closest,0.1024302870180356
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,KNeighborsClassifier,closest,0.1136044682951822
Encoded,encoded,GNN,Agglo,1,60,Higgs,KNeighborsClassifier,closest,0.1023681562141783
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,KNeighborsClassifier,closest,0.0498495948253043
Original,original,,Agglo,3,60,Higgs,KNeighborsClassifier,closest,0.1071658503730157
Decoded,decoded,MLP,KIP,3,60,Higgs,KNeighborsClassifier,centroid,0.1660017764516762
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Higgs,KNeighborsClassifier,centroid,0.17430811822468031
Encoded,encoded,MLP,KIP,2,60,Higgs,KNeighborsClassifier,centroid,0.16059452383263023
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Higgs,KNeighborsClassifier,centroid,0.14759501988231016
Original,original,,KIP,1,60,Higgs,KNeighborsClassifier,centroid,0.15322177516435734
Decoded,decoded,GNN,KIP,4,60,Higgs,KNeighborsClassifier,centroid,0.16715452184637752
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Higgs,KNeighborsClassifier,centroid,0.15815300977531682
Encoded,encoded,GNN,KIP,1,60,Higgs,KNeighborsClassifier,centroid,0.14366026429423034
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Higgs,KNeighborsClassifier,centroid,0.11507407776909988
Original,original,,KIP,2,60,Higgs,KNeighborsClassifier,centroid,0.15322177516435734
Decoded,decoded,MLP,KMeans,4,60,Higgs,KNeighborsClassifier,centroid,0.11849281845533144
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Higgs,KNeighborsClassifier,centroid,0.10625492277884097
Encoded,encoded,MLP,KMeans,3,60,Higgs,KNeighborsClassifier,centroid,0.11423163602065504
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,KNeighborsClassifier,centroid,0.04429247316270938
Original,original,,KMeans,1,60,Higgs,KNeighborsClassifier,centroid,0.056598987585045
Decoded,decoded,GNN,KMeans,4,60,Higgs,KNeighborsClassifier,centroid,0.14124513695069915
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Higgs,KNeighborsClassifier,centroid,0.13298872333461123
Encoded,encoded,GNN,KMeans,2,60,Higgs,KNeighborsClassifier,centroid,0.07628386268506364
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,KNeighborsClassifier,centroid,0.019834272952250022
Original,original,,KMeans,1,60,Higgs,KNeighborsClassifier,centroid,0.056598987585045
Decoded,decoded,MLP,KMeans,2,60,Higgs,KNeighborsClassifier,closest,0.11246884889259907
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Higgs,KNeighborsClassifier,closest,0.10985188251956024
Encoded,encoded,MLP,KMeans,3,60,Higgs,KNeighborsClassifier,closest,0.11800798071232695
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,KNeighborsClassifier,closest,0.0647029828917379
Original,original,,KMeans,4,60,Higgs,KNeighborsClassifier,closest,0.12106410343422644
Decoded,decoded,GNN,KMeans,2,60,Higgs,KNeighborsClassifier,closest,0.10343672750864133
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Higgs,KNeighborsClassifier,closest,0.13049839868953225
Encoded,encoded,GNN,KMeans,1,60,Higgs,KNeighborsClassifier,closest,0.09604241881713385
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,KNeighborsClassifier,closest,0.04936070362878618
Original,original,,KMeans,3,60,Higgs,KNeighborsClassifier,closest,0.12106410343422644
Decoded,decoded,MLP,Agglo,4,60,Higgs,LogisticRegression,centroid,0.1600211737405862
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Higgs,LogisticRegression,centroid,0.1336523567489475
Encoded,encoded,MLP,Agglo,2,60,Higgs,LogisticRegression,centroid,0.1167677923905443
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Higgs,LogisticRegression,centroid,0.0581966764331455
Original,original,,Agglo,0,60,Higgs,LogisticRegression,centroid,0.0451371938301162
Decoded,decoded,GNN,Agglo,3,60,Higgs,LogisticRegression,centroid,0.1431935074879965
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,LogisticRegression,centroid,0.1521041331195728
Encoded,encoded,GNN,Agglo,2,60,Higgs,LogisticRegression,centroid,0.0874677967012742
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,LogisticRegression,centroid,0.0422366842406831
Original,original,,Agglo,1,60,Higgs,LogisticRegression,centroid,0.0451371938301162
Decoded,decoded,MLP,Agglo,1,60,Higgs,LogisticRegression,closest,0.1130292486844776
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Higgs,LogisticRegression,closest,0.1367920442157385
Encoded,encoded,MLP,Agglo,2,60,Higgs,LogisticRegression,closest,0.1136090506743646
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,LogisticRegression,closest,0.061495619786803
Original,original,,Agglo,3,60,Higgs,LogisticRegression,closest,0.1225630776517707
Decoded,decoded,GNN,Agglo,3,60,Higgs,LogisticRegression,closest,0.1310896484202821
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,LogisticRegression,closest,0.1548312137539217
Encoded,encoded,GNN,Agglo,1,60,Higgs,LogisticRegression,closest,0.0975849268184502
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,LogisticRegression,closest,0.0486062728118032
Original,original,,Agglo,2,60,Higgs,LogisticRegression,closest,0.1225630776517707
Decoded,decoded,MLP,KIP,3,60,Higgs,LogisticRegression,centroid,0.19015344022414382
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Higgs,LogisticRegression,centroid,0.19794091783025497
Encoded,encoded,MLP,KIP,2,60,Higgs,LogisticRegression,centroid,0.17235025521226333
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,Higgs,LogisticRegression,centroid,0.13524820894466444
Original,original,,KIP,0,60,Higgs,LogisticRegression,centroid,0.13193113464938203
Decoded,decoded,GNN,KIP,4,60,Higgs,LogisticRegression,centroid,0.18548115596485323
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Higgs,LogisticRegression,centroid,0.18122893557140776
Encoded,encoded,GNN,KIP,2,60,Higgs,LogisticRegression,centroid,0.15972907327364527
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Higgs,LogisticRegression,centroid,0.06984186913717938
Original,original,,KIP,1,60,Higgs,LogisticRegression,centroid,0.13193113464938203
Decoded,decoded,MLP,KMeans,4,60,Higgs,LogisticRegression,centroid,0.1375925344039469
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Higgs,LogisticRegression,centroid,0.1354054182640038
Encoded,encoded,MLP,KMeans,2,60,Higgs,LogisticRegression,centroid,0.12024775699433554
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Higgs,LogisticRegression,centroid,0.060884813475071
Original,original,,KMeans,0,60,Higgs,LogisticRegression,centroid,0.058350498330371335
Decoded,decoded,GNN,KMeans,4,60,Higgs,LogisticRegression,centroid,0.1586758378768014
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Higgs,LogisticRegression,centroid,0.15509056914043157
Encoded,encoded,GNN,KMeans,2,60,Higgs,LogisticRegression,centroid,0.08566742889545151
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,LogisticRegression,centroid,0.030958703384205165
Original,original,,KMeans,1,60,Higgs,LogisticRegression,centroid,0.058350498330371335
Decoded,decoded,MLP,KMeans,2,60,Higgs,LogisticRegression,closest,0.13282514356406552
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Higgs,LogisticRegression,closest,0.13307149030870877
Encoded,encoded,MLP,KMeans,1,60,Higgs,LogisticRegression,closest,0.11611369647086471
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,LogisticRegression,closest,0.06006105828359666
Original,original,,KMeans,4,60,Higgs,LogisticRegression,closest,0.14146160559926757
Decoded,decoded,GNN,KMeans,2,60,Higgs,LogisticRegression,closest,0.13131454737248077
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Higgs,LogisticRegression,closest,0.1519450948275299
Encoded,encoded,GNN,KMeans,1,60,Higgs,LogisticRegression,closest,0.10080448334726229
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,LogisticRegression,closest,0.04606713529534466
Original,original,,KMeans,3,60,Higgs,LogisticRegression,closest,0.14146160559926757
Decoded,decoded,MLP,Agglo,4,60,Higgs,MLPClassifier,centroid,0.2506435561291235
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Higgs,MLPClassifier,centroid,0.2323470591759802
Encoded,encoded,MLP,Agglo,1,60,Higgs,MLPClassifier,centroid,0.2069140181895178
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,MLPClassifier,centroid,0.166137081614207
Original,original,,Agglo,2,60,Higgs,MLPClassifier,centroid,0.2185836013372305
Decoded,decoded,GNN,Agglo,4,60,Higgs,MLPClassifier,centroid,0.2395622144411154
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Higgs,MLPClassifier,centroid,0.2255108022261868
Encoded,encoded,GNN,Agglo,1,60,Higgs,MLPClassifier,centroid,0.1853329275620575
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,MLPClassifier,centroid,0.1510826005106523
Original,original,,Agglo,2,60,Higgs,MLPClassifier,centroid,0.2185836013372305
Decoded,decoded,MLP,Agglo,1,60,Higgs,MLPClassifier,closest,0.2129086004546468
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Higgs,MLPClassifier,closest,0.2345008504874862
Encoded,encoded,MLP,Agglo,2,60,Higgs,MLPClassifier,closest,0.2227494490825796
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,MLPClassifier,closest,0.1756794943683854
Original,original,,Agglo,3,60,Higgs,MLPClassifier,closest,0.2229748012804532
Decoded,decoded,GNN,Agglo,3,60,Higgs,MLPClassifier,closest,0.2230469202413833
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,MLPClassifier,closest,0.2397772937284298
Encoded,encoded,GNN,Agglo,1,60,Higgs,MLPClassifier,closest,0.1951859263836972
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,MLPClassifier,closest,0.161354520281411
Original,original,,Agglo,2,60,Higgs,MLPClassifier,closest,0.2229748012804532
Decoded,decoded,MLP,KIP,3,60,Higgs,MLPClassifier,centroid,0.2700180359978431
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Higgs,MLPClassifier,centroid,0.2879655095110726
Encoded,encoded,MLP,KIP,2,60,Higgs,MLPClassifier,centroid,0.25947480709481624
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,Higgs,MLPClassifier,centroid,0.23660282878411137
Original,original,,KIP,0,60,Higgs,MLPClassifier,centroid,0.23628030110995937
Decoded,decoded,GNN,KIP,3,60,Higgs,MLPClassifier,centroid,0.26813320199999496
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,Higgs,MLPClassifier,centroid,0.2687392828642794
Encoded,encoded,GNN,KIP,2,60,Higgs,MLPClassifier,centroid,0.24597544127756638
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Higgs,MLPClassifier,centroid,0.18086161456050015
Original,original,,KIP,1,60,Higgs,MLPClassifier,centroid,0.23628030110995937
Decoded,decoded,MLP,KMeans,4,60,Higgs,MLPClassifier,centroid,0.239888355885327
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Higgs,MLPClassifier,centroid,0.23869250566144276
Encoded,encoded,MLP,KMeans,1,60,Higgs,MLPClassifier,centroid,0.2071435525570709
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,MLPClassifier,centroid,0.16272611028131148
Original,original,,KMeans,2,60,Higgs,MLPClassifier,centroid,0.22582185761443513
Decoded,decoded,GNN,KMeans,4,60,Higgs,MLPClassifier,centroid,0.25239894102457633
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Higgs,MLPClassifier,centroid,0.2451727723649737
Encoded,encoded,GNN,KMeans,1,60,Higgs,MLPClassifier,centroid,0.1835354080892861
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,MLPClassifier,centroid,0.13894870787904604
Original,original,,KMeans,2,60,Higgs,MLPClassifier,centroid,0.22582185761443513
Decoded,decoded,MLP,KMeans,3,60,Higgs,MLPClassifier,closest,0.23370875172195107
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Higgs,MLPClassifier,closest,0.23112533894738338
Encoded,encoded,MLP,KMeans,1,60,Higgs,MLPClassifier,closest,0.21852184915101694
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,MLPClassifier,closest,0.16542091895200256
Original,original,,KMeans,4,60,Higgs,MLPClassifier,closest,0.23432745210072942
Decoded,decoded,GNN,KMeans,2,60,Higgs,MLPClassifier,closest,0.23165261563686132
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Higgs,MLPClassifier,closest,0.2376783764462707
Encoded,encoded,GNN,KMeans,1,60,Higgs,MLPClassifier,closest,0.1974205503787445
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,MLPClassifier,closest,0.15532425399244684
Original,original,,KMeans,3,60,Higgs,MLPClassifier,closest,0.23432745210072942
Decoded,decoded,MLP,Agglo,4,60,Higgs,XGBClassifier,centroid,0.277325467293125
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Higgs,XGBClassifier,centroid,0.2382030182339315
Encoded,encoded,MLP,Agglo,3,60,Higgs,XGBClassifier,centroid,0.2479789601849074
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,XGBClassifier,centroid,0.1905558864122197
Original,original,,Agglo,1,60,Higgs,XGBClassifier,centroid,0.222311069382798
Decoded,decoded,GNN,Agglo,4,60,Higgs,XGBClassifier,centroid,0.2451586295184772
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Higgs,XGBClassifier,centroid,0.2393362108625134
Encoded,encoded,GNN,Agglo,2,60,Higgs,XGBClassifier,centroid,0.2224977536303734
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,XGBClassifier,centroid,0.1772600675029709
Original,original,,Agglo,1,60,Higgs,XGBClassifier,centroid,0.222311069382798
Decoded,decoded,MLP,Agglo,3,60,Higgs,XGBClassifier,closest,0.2436818608911616
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Higgs,XGBClassifier,closest,0.2397897445245959
Encoded,encoded,MLP,Agglo,4,60,Higgs,XGBClassifier,closest,0.2537863157957404
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Higgs,XGBClassifier,closest,0.210957587802413
Original,original,,Agglo,1,60,Higgs,XGBClassifier,closest,0.2141044555204443
Decoded,decoded,GNN,Agglo,2,60,Higgs,XGBClassifier,closest,0.2193044137237018
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Higgs,XGBClassifier,closest,0.246004033303546
Encoded,encoded,GNN,Agglo,3,60,Higgs,XGBClassifier,closest,0.2403511316427001
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Higgs,XGBClassifier,closest,0.2077909610643634
Original,original,,Agglo,1,60,Higgs,XGBClassifier,closest,0.2141044555204443
Decoded,decoded,MLP,KIP,1,60,Higgs,XGBClassifier,centroid,0.2809210495252394
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Higgs,XGBClassifier,centroid,0.29999516545536165
Encoded,encoded,MLP,KIP,2,60,Higgs,XGBClassifier,centroid,0.2982392762922758
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Higgs,XGBClassifier,centroid,0.26912570493511534
Original,original,,KIP,3,60,Higgs,XGBClassifier,centroid,0.29902985777816643
Decoded,decoded,GNN,KIP,3,60,Higgs,XGBClassifier,centroid,0.28357445496411243
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,Higgs,XGBClassifier,centroid,0.2766145326206536
Encoded,encoded,GNN,KIP,2,60,Higgs,XGBClassifier,centroid,0.28115607921919733
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Higgs,XGBClassifier,centroid,0.23175653787480804
Original,original,,KIP,4,60,Higgs,XGBClassifier,centroid,0.29902985777816643
Decoded,decoded,MLP,KMeans,2,60,Higgs,XGBClassifier,centroid,0.24843122105816784
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Higgs,XGBClassifier,centroid,0.24393928756261554
Encoded,encoded,MLP,KMeans,3,60,Higgs,XGBClassifier,centroid,0.2501422752085577
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,XGBClassifier,centroid,0.18858629703236962
Original,original,,KMeans,4,60,Higgs,XGBClassifier,centroid,0.3082822575496393
Decoded,decoded,GNN,KMeans,3,60,Higgs,XGBClassifier,centroid,0.2618248137571227
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Higgs,XGBClassifier,centroid,0.2510132887364553
Encoded,encoded,GNN,KMeans,1,60,Higgs,XGBClassifier,centroid,0.22916240949598993
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,XGBClassifier,centroid,0.1970813207360085
Original,original,,KMeans,4,60,Higgs,XGBClassifier,centroid,0.3082822575496393
Decoded,decoded,MLP,KMeans,1,60,Higgs,XGBClassifier,closest,0.2305062692034579
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Higgs,XGBClassifier,closest,0.24131158937861827
Encoded,encoded,MLP,KMeans,4,60,Higgs,XGBClassifier,closest,0.26140948428855104
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Higgs,XGBClassifier,closest,0.21736627454506516
Original,original,,KMeans,2,60,Higgs,XGBClassifier,closest,0.2397584482897721
Decoded,decoded,GNN,KMeans,1,60,Higgs,XGBClassifier,closest,0.2228841168888196
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Higgs,XGBClassifier,closest,0.2576296299489674
Encoded,encoded,GNN,KMeans,3,60,Higgs,XGBClassifier,closest,0.2404636400159057
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Higgs,XGBClassifier,closest,0.20712727867690725
Original,original,,KMeans,2,60,Higgs,XGBClassifier,closest,0.2397584482897721
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,GaussianNB,centroid,0.1319845857418111
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,HomeEquityCredit,GaussianNB,centroid,0.0799614643545278
Encoded,encoded,MLP,Agglo,1,60,HomeEquityCredit,GaussianNB,centroid,0.0250481695568398
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,GaussianNB,centroid,0.0096339113680153
Original,original,,Agglo,3,60,HomeEquityCredit,GaussianNB,centroid,0.083815028901734
Decoded,decoded,GNN,Agglo,3,60,HomeEquityCredit,GaussianNB,centroid,0.1541425818882465
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,HomeEquityCredit,GaussianNB,centroid,0.2013487475915221
Encoded,encoded,GNN,Agglo,1,60,HomeEquityCredit,GaussianNB,centroid,0.0279383429672446
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,GaussianNB,centroid,0.0096339113680153
Original,original,,Agglo,2,60,HomeEquityCredit,GaussianNB,centroid,0.083815028901734
Decoded,decoded,MLP,Agglo,3,60,HomeEquityCredit,GaussianNB,closest,0.0828516377649324
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,HomeEquityCredit,GaussianNB,closest,0.0337186897880537
Encoded,encoded,MLP,Agglo,1,60,HomeEquityCredit,GaussianNB,closest,0.0221579961464352
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,GaussianNB,closest,0.0067437379576106
Original,original,,Agglo,4,60,HomeEquityCredit,GaussianNB,closest,0.1252408477842004
Decoded,decoded,GNN,Agglo,3,60,HomeEquityCredit,GaussianNB,closest,0.105009633911368
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,HomeEquityCredit,GaussianNB,closest,0.0799614643545278
Encoded,encoded,GNN,Agglo,1,60,HomeEquityCredit,GaussianNB,closest,0.046242774566474
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,GaussianNB,closest,0.0221579961464354
Original,original,,Agglo,4,60,HomeEquityCredit,GaussianNB,closest,0.1252408477842004
Decoded,decoded,MLP,KIP,3,60,HomeEquityCredit,GaussianNB,centroid,0.20134874759152205
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,HomeEquityCredit,GaussianNB,centroid,0.19402697495183036
Encoded,encoded,MLP,KIP,1,60,HomeEquityCredit,GaussianNB,centroid,0.11579961464354518
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,HomeEquityCredit,GaussianNB,centroid,0.07129094412331394
Original,original,,KIP,4,60,HomeEquityCredit,GaussianNB,centroid,0.26339113680154136
Decoded,decoded,GNN,KIP,2,60,HomeEquityCredit,GaussianNB,centroid,0.20828516377649323
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,HomeEquityCredit,GaussianNB,centroid,0.21734104046242764
Encoded,encoded,GNN,KIP,1,60,HomeEquityCredit,GaussianNB,centroid,0.08304431599229274
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,HomeEquityCredit,GaussianNB,centroid,0.03294797687861266
Original,original,,KIP,4,60,HomeEquityCredit,GaussianNB,centroid,0.26339113680154136
Decoded,decoded,MLP,KMeans,4,60,HomeEquityCredit,GaussianNB,centroid,0.16454720616570317
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,HomeEquityCredit,GaussianNB,centroid,0.09903660886319836
Encoded,encoded,MLP,KMeans,1,60,HomeEquityCredit,GaussianNB,centroid,0.01021194605009618
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,GaussianNB,centroid,0.006551059730250421
Original,original,,KMeans,2,60,HomeEquityCredit,GaussianNB,centroid,0.06878612716762993
Decoded,decoded,GNN,KMeans,3,60,HomeEquityCredit,GaussianNB,centroid,0.11059730250481678
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,HomeEquityCredit,GaussianNB,centroid,0.11156069364161839
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,GaussianNB,centroid,0.03082851637764928
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,GaussianNB,centroid,0.010211946050096258
Original,original,,KMeans,2,60,HomeEquityCredit,GaussianNB,centroid,0.06878612716762993
Decoded,decoded,MLP,KMeans,2,60,HomeEquityCredit,GaussianNB,closest,0.08400770712909425
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,HomeEquityCredit,GaussianNB,closest,0.08477842003853557
Encoded,encoded,MLP,KMeans,1,60,HomeEquityCredit,GaussianNB,closest,0.017533718689787918
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,GaussianNB,closest,0.011560693641618361
Original,original,,KMeans,4,60,HomeEquityCredit,GaussianNB,closest,0.13391136801541412
Decoded,decoded,GNN,KMeans,3,60,HomeEquityCredit,GaussianNB,closest,0.11483622350674363
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,HomeEquityCredit,GaussianNB,closest,0.11001926782273597
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,GaussianNB,closest,0.034874759152215676
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,GaussianNB,closest,0.00732177263969158
Original,original,,KMeans,4,60,HomeEquityCredit,GaussianNB,closest,0.13391136801541412
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0224390243902438
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0185365853658537
Encoded,encoded,MLP,Agglo,2,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0165853658536586
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0136585365853659
Original,original,,Agglo,0,60,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0146341463414634
Decoded,decoded,GNN,Agglo,3,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0653658536585367
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0839024390243902
Encoded,encoded,GNN,Agglo,2,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0507317073170731
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.0331707317073169
Original,original,,Agglo,0,60,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0146341463414634
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0507317073170732
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0400000000000001
Encoded,encoded,MLP,Agglo,1,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0360975609756098
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0195121951219513
Original,original,,Agglo,3,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0429268292682928
Decoded,decoded,GNN,Agglo,3,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0741463414634145
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0234146341463414
Encoded,encoded,GNN,Agglo,4,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0760975609756098
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0341463414634147
Original,original,,Agglo,2,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0429268292682928
Decoded,decoded,MLP,KIP,3,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.19063414634146342
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.17092682926829267
Encoded,encoded,MLP,KIP,1,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.13599999999999995
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.12
Original,original,,KIP,4,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.22439024390243908
Decoded,decoded,GNN,KIP,3,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.1504390243902439
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.13795121951219508
Encoded,encoded,GNN,KIP,2,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.14848780487804877
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.09580487804878049
Original,original,,KIP,4,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.22439024390243908
Decoded,decoded,MLP,KMeans,4,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.030634146341463376
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.017560975609756103
Encoded,encoded,MLP,KMeans,3,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.024000000000000042
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.00390243902439028
Original,original,,KMeans,0,60,HomeEquityCredit,KNeighborsClassifier,centroid,-0.005853658536585361
Decoded,decoded,GNN,KMeans,4,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.06360975609756093
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.06087804878048777
Encoded,encoded,GNN,KMeans,2,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.025365853658536542
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,HomeEquityCredit,KNeighborsClassifier,centroid,0.02165853658536582
Original,original,,KMeans,0,60,HomeEquityCredit,KNeighborsClassifier,centroid,-0.005853658536585361
Decoded,decoded,MLP,KMeans,3,60,HomeEquityCredit,KNeighborsClassifier,closest,0.03726829268292682
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,KNeighborsClassifier,closest,0.03239024390243901
Encoded,encoded,MLP,KMeans,4,60,HomeEquityCredit,KNeighborsClassifier,closest,0.040975609756097535
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,HomeEquityCredit,KNeighborsClassifier,closest,0.033560975609756044
Original,original,,KMeans,2,60,HomeEquityCredit,KNeighborsClassifier,closest,0.03395121951219506
Decoded,decoded,GNN,KMeans,3,60,HomeEquityCredit,KNeighborsClassifier,closest,0.04565853658536585
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,HomeEquityCredit,KNeighborsClassifier,closest,0.0450731707317073
Encoded,encoded,GNN,KMeans,4,60,HomeEquityCredit,KNeighborsClassifier,closest,0.051512195121951224
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,KNeighborsClassifier,closest,0.032195121951219444
Original,original,,KMeans,1,60,HomeEquityCredit,KNeighborsClassifier,closest,0.03395121951219506
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,LogisticRegression,centroid,0.1798892988929889
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,HomeEquityCredit,LogisticRegression,centroid,0.1254612546125461
Encoded,encoded,MLP,Agglo,2,60,HomeEquityCredit,LogisticRegression,centroid,0.1171586715867158
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,LogisticRegression,centroid,0.0940959409594095
Original,original,,Agglo,1,60,HomeEquityCredit,LogisticRegression,centroid,0.1023985239852397
Decoded,decoded,GNN,Agglo,3,60,HomeEquityCredit,LogisticRegression,centroid,0.1263837638376384
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,HomeEquityCredit,LogisticRegression,centroid,0.2177121771217712
Encoded,encoded,GNN,Agglo,2,60,HomeEquityCredit,LogisticRegression,centroid,0.1097785977859779
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,LogisticRegression,centroid,0.0507380073800739
Original,original,,Agglo,1,60,HomeEquityCredit,LogisticRegression,centroid,0.1023985239852397
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,LogisticRegression,closest,0.1595940959409595
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,HomeEquityCredit,LogisticRegression,closest,0.0821033210332103
Encoded,encoded,MLP,Agglo,2,60,HomeEquityCredit,LogisticRegression,closest,0.1153136531365314
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,LogisticRegression,closest,0.0756457564575646
Original,original,,Agglo,3,60,HomeEquityCredit,LogisticRegression,closest,0.1282287822878229
Decoded,decoded,GNN,Agglo,4,60,HomeEquityCredit,LogisticRegression,closest,0.1439114391143911
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,HomeEquityCredit,LogisticRegression,closest,0.0618081180811809
Encoded,encoded,GNN,Agglo,2,60,HomeEquityCredit,LogisticRegression,closest,0.0839483394833948
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,LogisticRegression,closest,0.0608856088560886
Original,original,,Agglo,3,60,HomeEquityCredit,LogisticRegression,closest,0.1282287822878229
Decoded,decoded,MLP,KIP,4,60,HomeEquityCredit,LogisticRegression,centroid,0.20590405904059036
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,HomeEquityCredit,LogisticRegression,centroid,0.16439114391143905
Encoded,encoded,MLP,KIP,1,60,HomeEquityCredit,LogisticRegression,centroid,0.11826568265682655
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,HomeEquityCredit,LogisticRegression,centroid,0.08892988929889294
Original,original,,KIP,3,60,HomeEquityCredit,LogisticRegression,centroid,0.17693726937269372
Decoded,decoded,GNN,KIP,4,60,HomeEquityCredit,LogisticRegression,centroid,0.2088560885608856
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,HomeEquityCredit,LogisticRegression,centroid,0.17029520295202943
Encoded,encoded,GNN,KIP,1,60,HomeEquityCredit,LogisticRegression,centroid,0.11955719557195574
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,HomeEquityCredit,LogisticRegression,centroid,0.08339483394833955
Original,original,,KIP,3,60,HomeEquityCredit,LogisticRegression,centroid,0.17693726937269372
Decoded,decoded,MLP,KMeans,3,60,HomeEquityCredit,LogisticRegression,centroid,0.12343173431734311
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,HomeEquityCredit,LogisticRegression,centroid,0.1276752767527675
Encoded,encoded,MLP,KMeans,2,60,HomeEquityCredit,LogisticRegression,centroid,0.10405904059040591
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,LogisticRegression,centroid,0.09538745387453872
Original,original,,KMeans,1,60,HomeEquityCredit,LogisticRegression,centroid,0.0985239852398524
Decoded,decoded,GNN,KMeans,3,60,HomeEquityCredit,LogisticRegression,centroid,0.12453874538745387
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,HomeEquityCredit,LogisticRegression,centroid,0.15313653136531363
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,LogisticRegression,centroid,0.07416974169741695
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,LogisticRegression,centroid,0.05
Original,original,,KMeans,2,60,HomeEquityCredit,LogisticRegression,centroid,0.0985239852398524
Decoded,decoded,MLP,KMeans,2,60,HomeEquityCredit,LogisticRegression,closest,0.10516605166051654
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,HomeEquityCredit,LogisticRegression,closest,0.11088560885608853
Encoded,encoded,MLP,KMeans,1,60,HomeEquityCredit,LogisticRegression,closest,0.08228782287822871
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,LogisticRegression,closest,0.0774907749077491
Original,original,,KMeans,3,60,HomeEquityCredit,LogisticRegression,closest,0.10793357933579337
Decoded,decoded,GNN,KMeans,4,60,HomeEquityCredit,LogisticRegression,closest,0.11549815498154974
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,HomeEquityCredit,LogisticRegression,closest,0.10571955719557195
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,LogisticRegression,closest,0.08118081180811816
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,LogisticRegression,closest,0.05110701107011062
Original,original,,KMeans,3,60,HomeEquityCredit,LogisticRegression,closest,0.10793357933579337
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,MLPClassifier,centroid,0.1487371375116931
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,HomeEquityCredit,MLPClassifier,centroid,0.1225444340505145
Encoded,encoded,MLP,Agglo,1,60,HomeEquityCredit,MLPClassifier,centroid,0.1113189897100094
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,MLPClassifier,centroid,0.089803554724041
Original,original,,Agglo,3,60,HomeEquityCredit,MLPClassifier,centroid,0.1403180542563142
Decoded,decoded,GNN,Agglo,2,60,HomeEquityCredit,MLPClassifier,centroid,0.1188026192703461
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,HomeEquityCredit,MLPClassifier,centroid,0.166510757717493
Encoded,encoded,GNN,Agglo,1,60,HomeEquityCredit,MLPClassifier,centroid,0.1038353601496725
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,MLPClassifier,centroid,0.0570626753975679
Original,original,,Agglo,3,60,HomeEquityCredit,MLPClassifier,centroid,0.1403180542563142
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,MLPClassifier,closest,0.1178671655753039
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,MLPClassifier,closest,0.0720299345182413
Encoded,encoded,MLP,Agglo,2,60,HomeEquityCredit,MLPClassifier,closest,0.1122544434050513
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,HomeEquityCredit,MLPClassifier,closest,0.0757717492984096
Original,original,,Agglo,3,60,HomeEquityCredit,MLPClassifier,closest,0.1169317118802619
Decoded,decoded,GNN,Agglo,4,60,HomeEquityCredit,MLPClassifier,closest,0.1197380729653882
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,HomeEquityCredit,MLPClassifier,closest,0.0533208606173993
Encoded,encoded,GNN,Agglo,2,60,HomeEquityCredit,MLPClassifier,closest,0.1075771749298409
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,MLPClassifier,closest,0.0411599625818521
Original,original,,Agglo,3,60,HomeEquityCredit,MLPClassifier,closest,0.1169317118802619
Decoded,decoded,MLP,KIP,4,60,HomeEquityCredit,MLPClassifier,centroid,0.1895229186155285
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,HomeEquityCredit,MLPClassifier,centroid,0.1543498596819457
Encoded,encoded,MLP,KIP,2,60,HomeEquityCredit,MLPClassifier,centroid,0.12347988774555649
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,HomeEquityCredit,MLPClassifier,centroid,0.07072029934518236
Original,original,,KIP,1,60,HomeEquityCredit,MLPClassifier,centroid,0.11000935453695045
Decoded,decoded,GNN,KIP,4,60,HomeEquityCredit,MLPClassifier,centroid,0.1857811038353601
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,HomeEquityCredit,MLPClassifier,centroid,0.15640785781103833
Encoded,encoded,GNN,KIP,2,60,HomeEquityCredit,MLPClassifier,centroid,0.11768007483629554
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,HomeEquityCredit,MLPClassifier,centroid,0.0761459307764265
Original,original,,KIP,1,60,HomeEquityCredit,MLPClassifier,centroid,0.11000935453695045
Decoded,decoded,MLP,KMeans,3,60,HomeEquityCredit,MLPClassifier,centroid,0.11487371375116928
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,HomeEquityCredit,MLPClassifier,centroid,0.11094480823199246
Encoded,encoded,MLP,KMeans,1,60,HomeEquityCredit,MLPClassifier,centroid,0.09747427502338628
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,MLPClassifier,centroid,0.08306828811973804
Original,original,,KMeans,4,60,HomeEquityCredit,MLPClassifier,centroid,0.13320860617399438
Decoded,decoded,GNN,KMeans,2,60,HomeEquityCredit,MLPClassifier,centroid,0.114312441534144
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,HomeEquityCredit,MLPClassifier,centroid,0.1244153414405987
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,MLPClassifier,centroid,0.06641721234798872
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,MLPClassifier,centroid,0.051262862488306735
Original,original,,KMeans,4,60,HomeEquityCredit,MLPClassifier,centroid,0.13320860617399438
Decoded,decoded,MLP,KMeans,3,60,HomeEquityCredit,MLPClassifier,closest,0.08942937324602428
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,HomeEquityCredit,MLPClassifier,closest,0.08550046772684748
Encoded,encoded,MLP,KMeans,1,60,HomeEquityCredit,MLPClassifier,closest,0.0811973807296538
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,MLPClassifier,closest,0.06735266604303082
Original,original,,KMeans,4,60,HomeEquityCredit,MLPClassifier,closest,0.09616463985032739
Decoded,decoded,GNN,KMeans,4,60,HomeEquityCredit,MLPClassifier,closest,0.10495790458372309
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,HomeEquityCredit,MLPClassifier,closest,0.09167446211412532
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,MLPClassifier,closest,0.08231992516370432
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,MLPClassifier,closest,0.05238540692235728
Original,original,,KMeans,3,60,HomeEquityCredit,MLPClassifier,closest,0.09616463985032739
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,XGBClassifier,centroid,0.121998078770413
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,HomeEquityCredit,XGBClassifier,centroid,0.0624399615754081
Encoded,encoded,MLP,Agglo,3,60,HomeEquityCredit,XGBClassifier,centroid,0.0778097982708933
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,XGBClassifier,centroid,0.0230547550432276
Original,original,,Agglo,2,60,HomeEquityCredit,XGBClassifier,centroid,0.0653218059558115
Decoded,decoded,GNN,Agglo,3,60,HomeEquityCredit,XGBClassifier,centroid,0.0854947166186358
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,HomeEquityCredit,XGBClassifier,centroid,0.1152737752161382
Encoded,encoded,GNN,Agglo,2,60,HomeEquityCredit,XGBClassifier,centroid,0.0758885686839577
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,HomeEquityCredit,XGBClassifier,centroid,0.0758885686839577
Original,original,,Agglo,0,60,HomeEquityCredit,XGBClassifier,centroid,0.0653218059558115
Decoded,decoded,MLP,Agglo,4,60,HomeEquityCredit,XGBClassifier,closest,0.0941402497598461
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,HomeEquityCredit,XGBClassifier,closest,0.0355427473583092
Encoded,encoded,MLP,Agglo,2,60,HomeEquityCredit,XGBClassifier,closest,0.0720461095100865
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,HomeEquityCredit,XGBClassifier,closest,0.0739673390970219
Original,original,,Agglo,1,60,HomeEquityCredit,XGBClassifier,closest,0.0701248799231507
Decoded,decoded,GNN,Agglo,4,60,HomeEquityCredit,XGBClassifier,closest,0.1018251681075888
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,HomeEquityCredit,XGBClassifier,closest,0.0172910662824207
Encoded,encoded,GNN,Agglo,3,60,HomeEquityCredit,XGBClassifier,closest,0.1008645533141209
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,HomeEquityCredit,XGBClassifier,closest,0.0874159462055715
Original,original,,Agglo,1,60,HomeEquityCredit,XGBClassifier,closest,0.0701248799231507
Decoded,decoded,MLP,KIP,3,60,HomeEquityCredit,XGBClassifier,centroid,0.14351585014409216
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,HomeEquityCredit,XGBClassifier,centroid,0.1304514889529298
Encoded,encoded,MLP,KIP,2,60,HomeEquityCredit,XGBClassifier,centroid,0.13736791546589805
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,HomeEquityCredit,XGBClassifier,centroid,0.11296829971181548
Original,original,,KIP,4,60,HomeEquityCredit,XGBClassifier,centroid,0.20288184438040338
Decoded,decoded,GNN,KIP,3,60,HomeEquityCredit,XGBClassifier,centroid,0.17444764649375588
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,HomeEquityCredit,XGBClassifier,centroid,0.11488952929875111
Encoded,encoded,GNN,KIP,2,60,HomeEquityCredit,XGBClassifier,centroid,0.13429394812680107
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,HomeEquityCredit,XGBClassifier,centroid,0.10201729106628235
Original,original,,KIP,4,60,HomeEquityCredit,XGBClassifier,centroid,0.20288184438040338
Decoded,decoded,MLP,KMeans,3,60,HomeEquityCredit,XGBClassifier,centroid,0.08914505283381355
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,HomeEquityCredit,XGBClassifier,centroid,0.06878001921229579
Encoded,encoded,MLP,KMeans,2,60,HomeEquityCredit,XGBClassifier,centroid,0.06974063400576358
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,XGBClassifier,centroid,0.04553314121037452
Original,original,,KMeans,4,60,HomeEquityCredit,XGBClassifier,centroid,0.27435158501440915
Decoded,decoded,GNN,KMeans,3,60,HomeEquityCredit,XGBClassifier,centroid,0.09971181556195952
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,HomeEquityCredit,XGBClassifier,centroid,0.09759846301633032
Encoded,encoded,GNN,KMeans,1,60,HomeEquityCredit,XGBClassifier,centroid,0.09337175792507195
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,XGBClassifier,centroid,0.07185398655139277
Original,original,,KMeans,4,60,HomeEquityCredit,XGBClassifier,centroid,0.27435158501440915
Decoded,decoded,MLP,KMeans,1,60,HomeEquityCredit,XGBClassifier,closest,0.0632084534101824
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,HomeEquityCredit,XGBClassifier,closest,0.057829010566762616
Encoded,encoded,MLP,KMeans,3,60,HomeEquityCredit,XGBClassifier,closest,0.07127761767531207
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,HomeEquityCredit,XGBClassifier,closest,0.06762728146013437
Original,original,,KMeans,4,60,HomeEquityCredit,XGBClassifier,closest,0.07512007684918336
Decoded,decoded,GNN,KMeans,1,60,HomeEquityCredit,XGBClassifier,closest,0.06897214217098938
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,HomeEquityCredit,XGBClassifier,closest,0.05456292026897206
Encoded,encoded,GNN,KMeans,4,60,HomeEquityCredit,XGBClassifier,closest,0.09567723342939474
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,HomeEquityCredit,XGBClassifier,closest,0.07358309317963485
Original,original,,KMeans,3,60,HomeEquityCredit,XGBClassifier,closest,0.07512007684918336
Decoded,decoded,MLP,Agglo,4,60,House,GaussianNB,centroid,0.1554803668417771
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,House,GaussianNB,centroid,0.1301867396249017
Encoded,encoded,MLP,Agglo,2,60,House,GaussianNB,centroid,0.0591134387234467
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,GaussianNB,centroid,-0.0670044762467522
Original,original,,Agglo,1,60,House,GaussianNB,centroid,0.0296419812046202
Decoded,decoded,GNN,Agglo,4,60,House,GaussianNB,centroid,0.1996837756965973
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,House,GaussianNB,centroid,0.1673155740469425
Encoded,encoded,GNN,Agglo,2,60,House,GaussianNB,centroid,0.0730321647604168
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,GaussianNB,centroid,-0.051585033848412
Original,original,,Agglo,1,60,House,GaussianNB,centroid,0.0296419812046202
Decoded,decoded,MLP,Agglo,4,60,House,GaussianNB,closest,0.2232408674043433
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,House,GaussianNB,closest,0.1059281264249655
Encoded,encoded,MLP,Agglo,1,60,House,GaussianNB,closest,0.0603432598624478
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,GaussianNB,closest,-0.0681690019237879
Original,original,,Agglo,3,60,House,GaussianNB,closest,0.1523013952183215
Decoded,decoded,GNN,Agglo,3,60,House,GaussianNB,closest,0.1937116692703905
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,House,GaussianNB,closest,0.2032885169026207
Encoded,encoded,GNN,Agglo,1,60,House,GaussianNB,closest,0.0863411067310987
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,GaussianNB,closest,-0.0460931998283972
Original,original,,Agglo,2,60,House,GaussianNB,closest,0.1523013952183215
Decoded,decoded,MLP,KIP,3,60,House,GaussianNB,centroid,0.24630549102457203
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,House,GaussianNB,centroid,0.2741638808168948
Encoded,encoded,MLP,KIP,1,60,House,GaussianNB,centroid,0.11268464180582416
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,House,GaussianNB,centroid,-0.06033926658626152
Original,original,,KIP,2,60,House,GaussianNB,centroid,0.22883739001626982
Decoded,decoded,GNN,KIP,4,60,House,GaussianNB,centroid,0.30633587230150305
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,House,GaussianNB,centroid,0.24638427728446416
Encoded,encoded,GNN,KIP,1,60,House,GaussianNB,centroid,0.12196188579769726
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,House,GaussianNB,centroid,-0.0341720832220343
Original,original,,KIP,2,60,House,GaussianNB,centroid,0.22883739001626982
Decoded,decoded,MLP,KMeans,3,60,House,GaussianNB,centroid,0.13336398442622274
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,GaussianNB,centroid,0.13669448469199152
Encoded,encoded,MLP,KMeans,2,60,House,GaussianNB,centroid,0.059478014046618656
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,GaussianNB,centroid,-0.06402041967174195
Original,original,,KMeans,1,60,House,GaussianNB,centroid,0.049579437865431925
Decoded,decoded,GNN,KMeans,3,60,House,GaussianNB,centroid,0.161799348664276
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,House,GaussianNB,centroid,0.19871243824587237
Encoded,encoded,GNN,KMeans,2,60,House,GaussianNB,centroid,0.06442956859126384
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,GaussianNB,centroid,-0.04815286692946744
Original,original,,KMeans,1,60,House,GaussianNB,centroid,0.049579437865431925
Decoded,decoded,MLP,KMeans,3,60,House,GaussianNB,closest,0.15147824069202384
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,GaussianNB,closest,0.1936212269610898
Encoded,encoded,MLP,KMeans,1,60,House,GaussianNB,closest,0.06707516802788806
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,GaussianNB,closest,-0.06431516662484518
Original,original,,KMeans,2,60,House,GaussianNB,closest,0.08398971461566059
Decoded,decoded,GNN,KMeans,4,60,House,GaussianNB,closest,0.18822792972913166
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,House,GaussianNB,closest,0.14936083297582708
Encoded,encoded,GNN,KMeans,1,60,House,GaussianNB,closest,0.06013593327990966
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,GaussianNB,closest,-0.045588320206787006
Original,original,,KMeans,2,60,House,GaussianNB,closest,0.08398971461566059
Decoded,decoded,MLP,Agglo,3,60,House,KNeighborsClassifier,centroid,0.1232385724435655
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,House,KNeighborsClassifier,centroid,0.1548494447669964
Encoded,encoded,MLP,Agglo,2,60,House,KNeighborsClassifier,centroid,0.1129490242704029
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,KNeighborsClassifier,centroid,0.0256532174856374
Original,original,,Agglo,1,60,House,KNeighborsClassifier,centroid,0.0737686182911307
Decoded,decoded,GNN,Agglo,3,60,House,KNeighborsClassifier,centroid,0.1259982517733888
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,House,KNeighborsClassifier,centroid,0.1132217198563538
Encoded,encoded,GNN,Agglo,4,60,House,KNeighborsClassifier,centroid,0.1331126317057704
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,KNeighborsClassifier,centroid,0.0337825208079126
Original,original,,Agglo,1,60,House,KNeighborsClassifier,centroid,0.0737686182911307
Decoded,decoded,MLP,Agglo,3,60,House,KNeighborsClassifier,closest,0.1224874200568099
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,House,KNeighborsClassifier,closest,0.1462362307321975
Encoded,encoded,MLP,Agglo,2,60,House,KNeighborsClassifier,closest,0.113733395937629
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,KNeighborsClassifier,closest,0.030330194689774
Original,original,,Agglo,1,60,House,KNeighborsClassifier,closest,0.0932192507217756
Decoded,decoded,GNN,Agglo,3,60,House,KNeighborsClassifier,closest,0.1228215961021388
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,House,KNeighborsClassifier,closest,0.1179884386987759
Encoded,encoded,GNN,Agglo,4,60,House,KNeighborsClassifier,closest,0.1266745368265473
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,KNeighborsClassifier,closest,0.0320397481086081
Original,original,,Agglo,1,60,House,KNeighborsClassifier,closest,0.0932192507217756
Decoded,decoded,MLP,KIP,3,60,House,KNeighborsClassifier,centroid,0.2411686047059325
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,House,KNeighborsClassifier,centroid,0.2367965507479047
Encoded,encoded,MLP,KIP,2,60,House,KNeighborsClassifier,centroid,0.238746572092532
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,House,KNeighborsClassifier,centroid,0.08446314419993835
Original,original,,KIP,4,60,House,KNeighborsClassifier,centroid,0.3488104770635742
Decoded,decoded,GNN,KIP,3,60,House,KNeighborsClassifier,centroid,0.25921530109807067
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,House,KNeighborsClassifier,centroid,0.25209397982350146
Encoded,encoded,GNN,KIP,1,60,House,KNeighborsClassifier,centroid,0.23419840636699557
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,House,KNeighborsClassifier,centroid,0.07795563589883675
Original,original,,KIP,4,60,House,KNeighborsClassifier,centroid,0.3488104770635742
Decoded,decoded,MLP,KMeans,3,60,House,KNeighborsClassifier,centroid,0.12525463570100853
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,KNeighborsClassifier,centroid,0.1268673078153066
Encoded,encoded,MLP,KMeans,2,60,House,KNeighborsClassifier,centroid,0.0919842867845273
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,KNeighborsClassifier,centroid,0.03829389741985344
Original,original,,KMeans,1,60,House,KNeighborsClassifier,centroid,0.07707825024629364
Decoded,decoded,GNN,KMeans,4,60,House,KNeighborsClassifier,centroid,0.1312202235013022
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,House,KNeighborsClassifier,centroid,0.12261960304447259
Encoded,encoded,GNN,KMeans,3,60,House,KNeighborsClassifier,centroid,0.12647938594903757
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,KNeighborsClassifier,centroid,0.032382650412687466
Original,original,,KMeans,1,60,House,KNeighborsClassifier,centroid,0.07707825024629364
Decoded,decoded,MLP,KMeans,2,60,House,KNeighborsClassifier,closest,0.10849040185908962
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,KNeighborsClassifier,closest,0.13081346084909468
Encoded,encoded,MLP,KMeans,3,60,House,KNeighborsClassifier,closest,0.11729688269280436
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,KNeighborsClassifier,closest,0.04127391478312514
Original,original,,KMeans,1,60,House,KNeighborsClassifier,closest,0.10694486243995108
Decoded,decoded,GNN,KMeans,2,60,House,KNeighborsClassifier,closest,0.12702428131078314
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,House,KNeighborsClassifier,closest,0.12949658907402983
Encoded,encoded,GNN,KMeans,4,60,House,KNeighborsClassifier,closest,0.1340237324489401
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,KNeighborsClassifier,closest,0.04505625214128
Original,original,,KMeans,1,60,House,KNeighborsClassifier,closest,0.10694486243995108
Decoded,decoded,MLP,Agglo,4,60,House,LogisticRegression,centroid,0.1122752430060893
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,House,LogisticRegression,centroid,0.0829223767319305
Encoded,encoded,MLP,Agglo,3,60,House,LogisticRegression,centroid,0.0871705392150683
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,LogisticRegression,centroid,0.0071836508276705
Original,original,,Agglo,1,60,House,LogisticRegression,centroid,0.0299867623141995
Decoded,decoded,GNN,Agglo,3,60,House,LogisticRegression,centroid,0.1042418588232327
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,House,LogisticRegression,centroid,0.0849637539555466
Encoded,encoded,GNN,Agglo,4,60,House,LogisticRegression,centroid,0.1147392175897324
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,LogisticRegression,centroid,0.0086672802228973
Original,original,,Agglo,1,60,House,LogisticRegression,centroid,0.0299867623141995
Decoded,decoded,MLP,Agglo,3,60,House,LogisticRegression,closest,0.087508415385973
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,House,LogisticRegression,closest,0.0744643780178771
Encoded,encoded,MLP,Agglo,4,60,House,LogisticRegression,closest,0.1192309534915971
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,LogisticRegression,closest,0.01507028580794
Original,original,,Agglo,2,60,House,LogisticRegression,closest,0.08386338708254
Decoded,decoded,GNN,Agglo,3,60,House,LogisticRegression,closest,0.0886087822589795
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,House,LogisticRegression,closest,0.0762369671831465
Encoded,encoded,GNN,Agglo,4,60,House,LogisticRegression,closest,0.1474890001134659
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,LogisticRegression,closest,0.0242327815529696
Original,original,,Agglo,2,60,House,LogisticRegression,closest,0.08386338708254
Decoded,decoded,MLP,KIP,1,60,House,LogisticRegression,centroid,0.13073397294469158
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,House,LogisticRegression,centroid,0.13740929663762771
Encoded,encoded,MLP,KIP,2,60,House,LogisticRegression,centroid,0.1353230373554885
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,House,LogisticRegression,centroid,0.01250676382707796
Original,original,,KIP,3,60,House,LogisticRegression,centroid,0.1363630908105245
Decoded,decoded,GNN,KIP,3,60,House,LogisticRegression,centroid,0.15263571149409338
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,House,LogisticRegression,centroid,0.15075338821719889
Encoded,encoded,GNN,KIP,4,60,House,LogisticRegression,centroid,0.15923004576457084
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,House,LogisticRegression,centroid,0.03437985854587168
Original,original,,KIP,1,60,House,LogisticRegression,centroid,0.1363630908105245
Decoded,decoded,MLP,KMeans,2,60,House,LogisticRegression,centroid,0.07965637489126179
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,LogisticRegression,centroid,0.10094650714204656
Encoded,encoded,MLP,KMeans,3,60,House,LogisticRegression,centroid,0.08956512311047789
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,LogisticRegression,centroid,0.00988444130662254
Original,original,,KMeans,1,60,House,LogisticRegression,centroid,0.03604261274095731
Decoded,decoded,GNN,KMeans,3,60,House,LogisticRegression,centroid,0.11557341872691271
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,House,LogisticRegression,centroid,0.12249766134217518
Encoded,encoded,GNN,KMeans,2,60,House,LogisticRegression,centroid,0.11551078556209729
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,LogisticRegression,centroid,0.01070260593300466
Original,original,,KMeans,1,60,House,LogisticRegression,centroid,0.03604261274095731
Decoded,decoded,MLP,KMeans,1,60,House,LogisticRegression,closest,0.06515715024143014
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,House,LogisticRegression,closest,0.0811404077207226
Encoded,encoded,MLP,KMeans,4,60,House,LogisticRegression,closest,0.09846609261337128
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,LogisticRegression,closest,0.013816412208928399
Original,original,,KMeans,2,60,House,LogisticRegression,closest,0.080284017700677
Decoded,decoded,GNN,KMeans,2,60,House,LogisticRegression,closest,0.0853041515904133
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,House,LogisticRegression,closest,0.08720140193396277
Encoded,encoded,GNN,KMeans,4,60,House,LogisticRegression,closest,0.12158257164109469
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,LogisticRegression,closest,0.017329315800753843
Original,original,,KMeans,1,60,House,LogisticRegression,closest,0.080284017700677
Decoded,decoded,MLP,Agglo,3,60,House,MLPClassifier,centroid,0.1508460873952663
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,House,MLPClassifier,centroid,0.1537171847287627
Encoded,encoded,MLP,Agglo,2,60,House,MLPClassifier,centroid,0.1238867271114915
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,MLPClassifier,centroid,0.0576398232524003
Original,original,,Agglo,1,60,House,MLPClassifier,centroid,0.1191971247935905
Decoded,decoded,GNN,Agglo,2,60,House,MLPClassifier,centroid,0.150713259127882
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,House,MLPClassifier,centroid,0.1589366667176318
Encoded,encoded,GNN,Agglo,4,60,House,MLPClassifier,centroid,0.159426411228671
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,MLPClassifier,centroid,0.0584114694819888
Original,original,,Agglo,1,60,House,MLPClassifier,centroid,0.1191971247935905
Decoded,decoded,MLP,Agglo,1,60,House,MLPClassifier,closest,0.1311989710109473
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,House,MLPClassifier,closest,0.1312758967341446
Encoded,encoded,MLP,Agglo,3,60,House,MLPClassifier,closest,0.1366043170142497
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,MLPClassifier,closest,0.0659559239496054
Original,original,,Agglo,4,60,House,MLPClassifier,closest,0.1407927076325605
Decoded,decoded,GNN,Agglo,2,60,House,MLPClassifier,closest,0.1403798888447188
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,House,MLPClassifier,closest,0.1374304323894561
Encoded,encoded,GNN,Agglo,4,60,House,MLPClassifier,closest,0.1735128967647237
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,MLPClassifier,closest,0.0701347585774569
Original,original,,Agglo,3,60,House,MLPClassifier,closest,0.1407927076325605
Decoded,decoded,MLP,KIP,3,60,House,MLPClassifier,centroid,0.19582001865329332
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,House,MLPClassifier,centroid,0.20290301434163038
Encoded,encoded,MLP,KIP,2,60,House,MLPClassifier,centroid,0.17383254464558734
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,House,MLPClassifier,centroid,0.06797586921289209
Original,original,,KIP,1,60,House,MLPClassifier,centroid,0.1433796098097975
Decoded,decoded,GNN,KIP,4,60,House,MLPClassifier,centroid,0.2118143576845452
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,House,MLPClassifier,centroid,0.20774388798850213
Encoded,encoded,GNN,KIP,2,60,House,MLPClassifier,centroid,0.1937447442052473
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,House,MLPClassifier,centroid,0.08514158155464484
Original,original,,KIP,1,60,House,MLPClassifier,centroid,0.1433796098097975
Decoded,decoded,MLP,KMeans,3,60,House,MLPClassifier,centroid,0.13789714696348834
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,MLPClassifier,centroid,0.1560716852180294
Encoded,encoded,MLP,KMeans,1,60,House,MLPClassifier,centroid,0.115636944988074
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,MLPClassifier,centroid,0.05812402528897302
Original,original,,KMeans,2,60,House,MLPClassifier,centroid,0.11940974558130986
Decoded,decoded,GNN,KMeans,3,60,House,MLPClassifier,centroid,0.16442314307993378
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,House,MLPClassifier,centroid,0.18061576891321623
Encoded,encoded,GNN,KMeans,2,60,House,MLPClassifier,centroid,0.15290702785762328
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,MLPClassifier,centroid,0.05914833190630529
Original,original,,KMeans,1,60,House,MLPClassifier,centroid,0.11940974558130986
Decoded,decoded,MLP,KMeans,1,60,House,MLPClassifier,closest,0.11669880664791135
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,House,MLPClassifier,closest,0.14021514356920053
Encoded,encoded,MLP,KMeans,2,60,House,MLPClassifier,closest,0.12708196364136734
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,MLPClassifier,closest,0.06430808895480385
Original,original,,KMeans,3,60,House,MLPClassifier,closest,0.12969275579475248
Decoded,decoded,GNN,KMeans,2,60,House,MLPClassifier,closest,0.14411178979878897
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,House,MLPClassifier,closest,0.14517670937557328
Encoded,encoded,GNN,KMeans,4,60,House,MLPClassifier,closest,0.15439040425662026
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,MLPClassifier,closest,0.06962561540578548
Original,original,,KMeans,1,60,House,MLPClassifier,closest,0.12969275579475248
Decoded,decoded,MLP,Agglo,3,60,House,XGBClassifier,centroid,0.1858001863435706
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,House,XGBClassifier,centroid,0.1618083338085391
Encoded,encoded,MLP,Agglo,2,60,House,XGBClassifier,centroid,0.1744862002547731
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,XGBClassifier,centroid,0.0926434819573331
Original,original,,Agglo,4,60,House,XGBClassifier,centroid,0.311314410239565
Decoded,decoded,GNN,Agglo,2,60,House,XGBClassifier,centroid,0.1940612294622663
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,House,XGBClassifier,centroid,0.1724587595852181
Encoded,encoded,GNN,Agglo,3,60,House,XGBClassifier,centroid,0.1986868292232337
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,XGBClassifier,centroid,0.1016467889194851
Original,original,,Agglo,4,60,House,XGBClassifier,centroid,0.311314410239565
Decoded,decoded,MLP,Agglo,3,60,House,XGBClassifier,closest,0.1733697411784887
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,House,XGBClassifier,closest,0.1549875181854641
Encoded,encoded,MLP,Agglo,4,60,House,XGBClassifier,closest,0.1905978028047675
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,House,XGBClassifier,closest,0.1076084635986741
Original,original,,Agglo,2,60,House,XGBClassifier,closest,0.1672138997034243
Decoded,decoded,GNN,Agglo,3,60,House,XGBClassifier,closest,0.1759363246016398
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,House,XGBClassifier,closest,0.1330264052704031
Encoded,encoded,GNN,Agglo,4,60,House,XGBClassifier,closest,0.2118689638043872
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,House,XGBClassifier,closest,0.0908163347058538
Original,original,,Agglo,2,60,House,XGBClassifier,closest,0.1672138997034243
Decoded,decoded,MLP,KIP,2,60,House,XGBClassifier,centroid,0.22648727288493675
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,House,XGBClassifier,centroid,0.21674735742289752
Encoded,encoded,MLP,KIP,3,60,House,XGBClassifier,centroid,0.2393616625202001
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,House,XGBClassifier,centroid,0.09622878126874795
Original,original,,KIP,4,60,House,XGBClassifier,centroid,0.29103199180729217
Decoded,decoded,GNN,KIP,1,60,House,XGBClassifier,centroid,0.22910305779713988
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,House,XGBClassifier,centroid,0.2352856678984318
Encoded,encoded,GNN,KIP,3,60,House,XGBClassifier,centroid,0.2678939076397564
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,House,XGBClassifier,centroid,0.11752265789837053
Original,original,,KIP,4,60,House,XGBClassifier,centroid,0.29103199180729217
Decoded,decoded,MLP,KMeans,1,60,House,XGBClassifier,centroid,0.15661635138911725
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,House,XGBClassifier,centroid,0.18613526545004505
Encoded,encoded,MLP,KMeans,2,60,House,XGBClassifier,centroid,0.16590308531981188
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,XGBClassifier,centroid,0.0968791457792049
Original,original,,KMeans,4,60,House,XGBClassifier,centroid,0.37406016437256073
Decoded,decoded,GNN,KMeans,3,60,House,XGBClassifier,centroid,0.1985049156717581
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,House,XGBClassifier,centroid,0.1761491540312937
Encoded,encoded,GNN,KMeans,2,60,House,XGBClassifier,centroid,0.19128389023543652
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,XGBClassifier,centroid,0.09997308999018314
Original,original,,KMeans,4,60,House,XGBClassifier,centroid,0.37406016437256073
Decoded,decoded,MLP,KMeans,1,60,House,XGBClassifier,closest,0.15014447046426121
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,House,XGBClassifier,closest,0.15973122037130144
Encoded,encoded,MLP,KMeans,4,60,House,XGBClassifier,closest,0.1849726210679456
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,House,XGBClassifier,closest,0.09591132798306402
Original,original,,KMeans,2,60,House,XGBClassifier,closest,0.15344492897124112
Decoded,decoded,GNN,KMeans,3,60,House,XGBClassifier,closest,0.17323589804735112
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,House,XGBClassifier,closest,0.16533500605828666
Encoded,encoded,GNN,KMeans,4,60,House,XGBClassifier,closest,0.20659535592611658
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,House,XGBClassifier,closest,0.10457851902575384
Original,original,,KMeans,1,60,House,XGBClassifier,closest,0.15344492897124112
Decoded,decoded,MLP,Agglo,3,60,Jannis,GaussianNB,centroid,0.2914826063878034
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Jannis,GaussianNB,centroid,0.3022279333618111
Encoded,encoded,MLP,Agglo,1,60,Jannis,GaussianNB,centroid,0.2699293199552522
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,Jannis,GaussianNB,centroid,0.2778751176807261
Original,original,,Agglo,0,60,Jannis,GaussianNB,centroid,0.141138815252083
Decoded,decoded,GNN,Agglo,4,60,Jannis,GaussianNB,centroid,0.2252302906689961
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,GaussianNB,centroid,0.1802931355327386
Encoded,encoded,GNN,Agglo,1,60,Jannis,GaussianNB,centroid,0.0463656654187364
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,GaussianNB,centroid,-0.0551099763183924
Original,original,,Agglo,2,60,Jannis,GaussianNB,centroid,0.141138815252083
Decoded,decoded,MLP,Agglo,3,60,Jannis,GaussianNB,closest,0.2810740667280369
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Jannis,GaussianNB,closest,0.2793197859201276
Encoded,encoded,MLP,Agglo,1,60,Jannis,GaussianNB,closest,0.2505369154435752
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,60,Jannis,GaussianNB,closest,0.3166533982366364
Original,original,,Agglo,0,60,Jannis,GaussianNB,closest,0.07719431277455
Decoded,decoded,GNN,Agglo,4,60,Jannis,GaussianNB,closest,0.2003798017541093
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,GaussianNB,closest,0.1699046709103608
Encoded,encoded,GNN,Agglo,1,60,Jannis,GaussianNB,closest,0.0553740936294031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,GaussianNB,closest,-0.0609243518323308
Original,original,,Agglo,2,60,Jannis,GaussianNB,closest,0.07719431277455
Decoded,decoded,MLP,KIP,3,60,Jannis,GaussianNB,centroid,0.21326334054579368
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,Jannis,GaussianNB,centroid,0.21449727801670368
Encoded,encoded,MLP,KIP,1,60,Jannis,GaussianNB,centroid,0.17502955865642336
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Jannis,GaussianNB,centroid,0.16773105031738744
Original,original,,KIP,2,60,Jannis,GaussianNB,centroid,0.19564703824445578
Decoded,decoded,GNN,KIP,4,60,Jannis,GaussianNB,centroid,0.2168272798867016
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Jannis,GaussianNB,centroid,0.18694941404760512
Encoded,encoded,GNN,KIP,1,60,Jannis,GaussianNB,centroid,0.06786902539651349
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Jannis,GaussianNB,centroid,-0.04884898018606062
Original,original,,KIP,3,60,Jannis,GaussianNB,centroid,0.19564703824445578
Decoded,decoded,MLP,KMeans,4,60,Jannis,GaussianNB,centroid,0.2925804987577754
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Jannis,GaussianNB,centroid,0.2578254352274225
Encoded,encoded,MLP,KMeans,1,60,Jannis,GaussianNB,centroid,0.2557311844773934
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Jannis,GaussianNB,centroid,0.26519617289813635
Original,original,,KMeans,0,60,Jannis,GaussianNB,centroid,0.1410044675526803
Decoded,decoded,GNN,KMeans,4,60,Jannis,GaussianNB,centroid,0.20325864372149732
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Jannis,GaussianNB,centroid,0.19939082870284766
Encoded,encoded,GNN,KMeans,1,60,Jannis,GaussianNB,centroid,0.049223371472776015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,GaussianNB,centroid,-0.044464216633482365
Original,original,,KMeans,2,60,Jannis,GaussianNB,centroid,0.1410044675526803
Decoded,decoded,MLP,KMeans,2,60,Jannis,GaussianNB,closest,0.27043397864921837
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Jannis,GaussianNB,closest,0.2498009613086704
Encoded,encoded,MLP,KMeans,3,60,Jannis,GaussianNB,closest,0.27519573671490527
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,60,Jannis,GaussianNB,closest,0.28399277314975163
Original,original,,KMeans,0,60,Jannis,GaussianNB,closest,0.08093728717451143
Decoded,decoded,GNN,KMeans,4,60,Jannis,GaussianNB,closest,0.2151960198871806
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Jannis,GaussianNB,closest,0.18950276294942928
Encoded,encoded,GNN,KMeans,1,60,Jannis,GaussianNB,closest,0.0658217714514933
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,GaussianNB,closest,-0.04453459351252324
Original,original,,KMeans,2,60,Jannis,GaussianNB,closest,0.08093728717451143
Decoded,decoded,MLP,Agglo,3,60,Jannis,KNeighborsClassifier,centroid,0.2882390344571078
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Jannis,KNeighborsClassifier,centroid,0.2819616225601581
Encoded,encoded,MLP,Agglo,1,60,Jannis,KNeighborsClassifier,centroid,0.2788226106166359
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,60,Jannis,KNeighborsClassifier,centroid,0.3280263464795691
Original,original,,Agglo,0,60,Jannis,KNeighborsClassifier,centroid,-0.0066128589675712
Decoded,decoded,GNN,Agglo,3,60,Jannis,KNeighborsClassifier,centroid,0.2413115192524051
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Jannis,KNeighborsClassifier,centroid,0.2228158781136048
Encoded,encoded,GNN,Agglo,4,60,Jannis,KNeighborsClassifier,centroid,0.2441312253640519
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Jannis,KNeighborsClassifier,centroid,0.1382479121384182
Original,original,,Agglo,0,60,Jannis,KNeighborsClassifier,centroid,-0.0066128589675712
Decoded,decoded,MLP,Agglo,1,60,Jannis,KNeighborsClassifier,closest,0.262805299864819
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Jannis,KNeighborsClassifier,closest,0.3120251004677364
Encoded,encoded,MLP,Agglo,2,60,Jannis,KNeighborsClassifier,closest,0.2801513558602297
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,60,Jannis,KNeighborsClassifier,closest,0.3518125272383403
Original,original,,Agglo,0,60,Jannis,KNeighborsClassifier,closest,0.066734421620019
Decoded,decoded,GNN,Agglo,2,60,Jannis,KNeighborsClassifier,closest,0.2111019287097329
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,KNeighborsClassifier,closest,0.2186883491697245
Encoded,encoded,GNN,Agglo,4,60,Jannis,KNeighborsClassifier,closest,0.2714057496622388
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Jannis,KNeighborsClassifier,closest,0.1607220626330552
Original,original,,Agglo,0,60,Jannis,KNeighborsClassifier,closest,0.066734421620019
Decoded,decoded,MLP,KIP,3,60,Jannis,KNeighborsClassifier,centroid,0.2390826589776231
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Jannis,KNeighborsClassifier,centroid,0.2126229841906894
Encoded,encoded,MLP,KIP,1,60,Jannis,KNeighborsClassifier,centroid,0.2100771130468868
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Jannis,KNeighborsClassifier,centroid,0.18582038075422727
Original,original,,KIP,4,60,Jannis,KNeighborsClassifier,centroid,0.25155409147125257
Decoded,decoded,GNN,KIP,3,60,Jannis,KNeighborsClassifier,centroid,0.1891296330423243
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Jannis,KNeighborsClassifier,centroid,0.17805773774648573
Encoded,encoded,GNN,KIP,1,60,Jannis,KNeighborsClassifier,centroid,0.16867052878315633
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Jannis,KNeighborsClassifier,centroid,0.12077404201174305
Original,original,,KIP,4,60,Jannis,KNeighborsClassifier,centroid,0.25155409147125257
Decoded,decoded,MLP,KMeans,3,60,Jannis,KNeighborsClassifier,centroid,0.30577922136041263
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Jannis,KNeighborsClassifier,centroid,0.29659261510022833
Encoded,encoded,MLP,KMeans,2,60,Jannis,KNeighborsClassifier,centroid,0.2967880311873212
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,60,Jannis,KNeighborsClassifier,centroid,0.31247009376529744
Original,original,,KMeans,0,60,Jannis,KNeighborsClassifier,centroid,0.0038306219494684602
Decoded,decoded,GNN,KMeans,3,60,Jannis,KNeighborsClassifier,centroid,0.22206080473484496
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Jannis,KNeighborsClassifier,centroid,0.209271611684329
Encoded,encoded,GNN,KMeans,4,60,Jannis,KNeighborsClassifier,centroid,0.24125262285567278
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Jannis,KNeighborsClassifier,centroid,0.14725522060062693
Original,original,,KMeans,0,60,Jannis,KNeighborsClassifier,centroid,0.0038306219494684602
Decoded,decoded,MLP,KMeans,4,60,Jannis,KNeighborsClassifier,closest,0.3180677912137654
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Jannis,KNeighborsClassifier,closest,0.3090187067777214
Encoded,encoded,MLP,KMeans,1,60,Jannis,KNeighborsClassifier,closest,0.296229406628939
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Jannis,KNeighborsClassifier,closest,0.3102610237202006
Original,original,,KMeans,0,60,Jannis,KNeighborsClassifier,closest,0.06174307630743838
Decoded,decoded,GNN,KMeans,4,60,Jannis,KNeighborsClassifier,closest,0.2278785049724578
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Jannis,KNeighborsClassifier,closest,0.2062905467343558
Encoded,encoded,GNN,KMeans,3,60,Jannis,KNeighborsClassifier,closest,0.21963960362319562
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Jannis,KNeighborsClassifier,closest,0.16705935011088877
Original,original,,KMeans,0,60,Jannis,KNeighborsClassifier,closest,0.06174307630743838
Decoded,decoded,MLP,Agglo,3,60,Jannis,LogisticRegression,centroid,0.269345409838138
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Jannis,LogisticRegression,centroid,0.3231570967148315
Encoded,encoded,MLP,Agglo,2,60,Jannis,LogisticRegression,centroid,0.0708799429701436
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Jannis,LogisticRegression,centroid,0.0268212073049613
Original,original,,Agglo,1,60,Jannis,LogisticRegression,centroid,0.0643350690363945
Decoded,decoded,GNN,Agglo,4,60,Jannis,LogisticRegression,centroid,0.2712285869103851
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,LogisticRegression,centroid,0.2544878221930691
Encoded,encoded,GNN,Agglo,1,60,Jannis,LogisticRegression,centroid,0.0541177003784023
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,LogisticRegression,centroid,0.028574962624432
Original,original,,Agglo,2,60,Jannis,LogisticRegression,centroid,0.0643350690363945
Decoded,decoded,MLP,Agglo,3,60,Jannis,LogisticRegression,closest,0.2498023554980807
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Jannis,LogisticRegression,closest,0.3525033405303312
Encoded,encoded,MLP,Agglo,1,60,Jannis,LogisticRegression,closest,0.0924291268959398
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Jannis,LogisticRegression,closest,0.0335238937101765
Original,original,,Agglo,2,60,Jannis,LogisticRegression,closest,0.1214838483057283
Decoded,decoded,GNN,Agglo,4,60,Jannis,LogisticRegression,closest,0.3039470048789894
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,LogisticRegression,closest,0.2524060209912397
Encoded,encoded,GNN,Agglo,1,60,Jannis,LogisticRegression,closest,0.0692850721675063
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,LogisticRegression,closest,0.0333642328846292
Original,original,,Agglo,2,60,Jannis,LogisticRegression,closest,0.1214838483057283
Decoded,decoded,MLP,KIP,4,60,Jannis,LogisticRegression,centroid,0.27229510200215923
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Jannis,LogisticRegression,centroid,0.2449219244145911
Encoded,encoded,MLP,KIP,2,60,Jannis,LogisticRegression,centroid,0.19086661707655875
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Jannis,LogisticRegression,centroid,0.12838007956351033
Original,original,,KIP,1,60,Jannis,LogisticRegression,centroid,0.1613397003463149
Decoded,decoded,GNN,KIP,4,60,Jannis,LogisticRegression,centroid,0.22878758988453476
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Jannis,LogisticRegression,centroid,0.21167798241357624
Encoded,encoded,GNN,KIP,1,60,Jannis,LogisticRegression,centroid,0.12544986905150662
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Jannis,LogisticRegression,centroid,0.0621675115986066
Original,original,,KIP,2,60,Jannis,LogisticRegression,centroid,0.1613397003463149
Decoded,decoded,MLP,KMeans,4,60,Jannis,LogisticRegression,centroid,0.3457967134342145
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Jannis,LogisticRegression,centroid,0.292214518200262
Encoded,encoded,MLP,KMeans,1,60,Jannis,LogisticRegression,centroid,0.057438845172028775
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Jannis,LogisticRegression,centroid,0.02174418528137892
Original,original,,KMeans,2,60,Jannis,LogisticRegression,centroid,0.06564451700178922
Decoded,decoded,GNN,KMeans,4,60,Jannis,LogisticRegression,centroid,0.26705842654644574
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Jannis,LogisticRegression,centroid,0.2545684104310162
Encoded,encoded,GNN,KMeans,1,60,Jannis,LogisticRegression,centroid,0.05370332896702802
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,LogisticRegression,centroid,0.03326989289231696
Original,original,,KMeans,2,60,Jannis,LogisticRegression,centroid,0.06564451700178922
Decoded,decoded,MLP,KMeans,3,60,Jannis,LogisticRegression,closest,0.31949518196935023
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Jannis,LogisticRegression,closest,0.32919152918547395
Encoded,encoded,MLP,KMeans,1,60,Jannis,LogisticRegression,closest,0.08464351201470807
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Jannis,LogisticRegression,closest,0.03132350211048758
Original,original,,KMeans,2,60,Jannis,LogisticRegression,closest,0.12120128672060348
Decoded,decoded,GNN,KMeans,4,60,Jannis,LogisticRegression,closest,0.3178133350170606
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Jannis,LogisticRegression,closest,0.23473256941105594
Encoded,encoded,GNN,KMeans,1,60,Jannis,LogisticRegression,closest,0.06363586626108352
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,LogisticRegression,closest,0.0407109597859516
Original,original,,KMeans,2,60,Jannis,LogisticRegression,closest,0.12120128672060348
Decoded,decoded,MLP,Agglo,2,60,Jannis,MLPClassifier,centroid,0.2740779990747598
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Jannis,MLPClassifier,centroid,0.3394988433065954
Encoded,encoded,MLP,Agglo,1,60,Jannis,MLPClassifier,centroid,0.2570399865174794
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Jannis,MLPClassifier,centroid,0.3253916889256464
Original,original,,Agglo,0,60,Jannis,MLPClassifier,centroid,0.1746127159565102
Decoded,decoded,GNN,Agglo,3,60,Jannis,MLPClassifier,centroid,0.2893649098206025
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Jannis,MLPClassifier,centroid,0.2431361013326308
Encoded,encoded,GNN,Agglo,4,60,Jannis,MLPClassifier,centroid,0.301888455348211
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,MLPClassifier,centroid,0.1297636383209277
Original,original,,Agglo,1,60,Jannis,MLPClassifier,centroid,0.1746127159565102
Decoded,decoded,MLP,Agglo,1,60,Jannis,MLPClassifier,closest,0.2799054074834723
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Jannis,MLPClassifier,closest,0.3687104460383671
Encoded,encoded,MLP,Agglo,2,60,Jannis,MLPClassifier,closest,0.2991010602443914
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,60,Jannis,MLPClassifier,closest,0.4282297151058307
Original,original,,Agglo,0,60,Jannis,MLPClassifier,closest,0.1430552806980713
Decoded,decoded,GNN,Agglo,4,60,Jannis,MLPClassifier,closest,0.3097758803121178
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,MLPClassifier,closest,0.2505605123014034
Encoded,encoded,GNN,Agglo,2,60,Jannis,MLPClassifier,closest,0.204628872204771
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,MLPClassifier,closest,0.0929583410597831
Original,original,,Agglo,1,60,Jannis,MLPClassifier,closest,0.1430552806980713
Decoded,decoded,MLP,KIP,4,60,Jannis,MLPClassifier,centroid,0.28538188645130586
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Jannis,MLPClassifier,centroid,0.2702156121772717
Encoded,encoded,MLP,KIP,2,60,Jannis,MLPClassifier,centroid,0.26996850903190645
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,Jannis,MLPClassifier,centroid,0.22629057138197478
Original,original,,KIP,0,60,Jannis,MLPClassifier,centroid,0.1603542485016775
Decoded,decoded,GNN,KIP,4,60,Jannis,MLPClassifier,centroid,0.24478621316291957
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Jannis,MLPClassifier,centroid,0.22733872562533392
Encoded,encoded,GNN,KIP,2,60,Jannis,MLPClassifier,centroid,0.19218370492990827
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Jannis,MLPClassifier,centroid,0.09190619019163813
Original,original,,KIP,1,60,Jannis,MLPClassifier,centroid,0.1603542485016775
Decoded,decoded,MLP,KMeans,4,60,Jannis,MLPClassifier,centroid,0.36076976139362166
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Jannis,MLPClassifier,centroid,0.3116971896350473
Encoded,encoded,MLP,KMeans,3,60,Jannis,MLPClassifier,centroid,0.3118174894735851
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Jannis,MLPClassifier,centroid,0.28323525487185336
Original,original,,KMeans,0,60,Jannis,MLPClassifier,centroid,0.1786960703652349
Decoded,decoded,GNN,KMeans,3,60,Jannis,MLPClassifier,centroid,0.28299371691906644
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Jannis,MLPClassifier,centroid,0.2607850961134543
Encoded,encoded,GNN,KMeans,4,60,Jannis,MLPClassifier,centroid,0.30201479309838763
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,MLPClassifier,centroid,0.13879752876799883
Original,original,,KMeans,1,60,Jannis,MLPClassifier,centroid,0.1786960703652349
Decoded,decoded,MLP,KMeans,1,60,Jannis,MLPClassifier,closest,0.3536303140695302
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Jannis,MLPClassifier,closest,0.3547224598351743
Encoded,encoded,MLP,KMeans,3,60,Jannis,MLPClassifier,closest,0.37043342822810355
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,60,Jannis,MLPClassifier,closest,0.37643380167616153
Original,original,,KMeans,0,60,Jannis,MLPClassifier,closest,0.1398702644025142
Decoded,decoded,GNN,KMeans,4,60,Jannis,MLPClassifier,closest,0.3278132352885351
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Jannis,MLPClassifier,closest,0.23996066117925788
Encoded,encoded,GNN,KMeans,3,60,Jannis,MLPClassifier,closest,0.2535789954018044
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,MLPClassifier,closest,0.12782078446868625
Original,original,,KMeans,1,60,Jannis,MLPClassifier,closest,0.1398702644025142
Decoded,decoded,MLP,Agglo,3,60,Jannis,XGBClassifier,centroid,0.385071459882445
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Jannis,XGBClassifier,centroid,0.3910869895649979
Encoded,encoded,MLP,Agglo,1,60,Jannis,XGBClassifier,centroid,0.1983904392635106
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Jannis,XGBClassifier,centroid,0.1406632923795578
Original,original,,Agglo,2,60,Jannis,XGBClassifier,centroid,0.2215527103998523
Decoded,decoded,GNN,Agglo,4,60,Jannis,XGBClassifier,centroid,0.3346575340606666
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,XGBClassifier,centroid,0.3017029994015039
Encoded,encoded,GNN,Agglo,1,60,Jannis,XGBClassifier,centroid,0.1838875302471205
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,XGBClassifier,centroid,0.1660092257958571
Original,original,,Agglo,2,60,Jannis,XGBClassifier,centroid,0.2215527103998523
Decoded,decoded,MLP,Agglo,3,60,Jannis,XGBClassifier,closest,0.3475234003802688
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,Jannis,XGBClassifier,closest,0.4465902690789267
Encoded,encoded,MLP,Agglo,2,60,Jannis,XGBClassifier,closest,0.1986832069615538
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Jannis,XGBClassifier,closest,0.1495980848127222
Original,original,,Agglo,1,60,Jannis,XGBClassifier,closest,0.1884283982970684
Decoded,decoded,GNN,Agglo,4,60,Jannis,XGBClassifier,closest,0.3365547393149459
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Jannis,XGBClassifier,closest,0.328659443547982
Encoded,encoded,GNN,Agglo,2,60,Jannis,XGBClassifier,closest,0.2246232935738356
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Jannis,XGBClassifier,closest,0.1671837572793266
Original,original,,Agglo,1,60,Jannis,XGBClassifier,closest,0.1884283982970684
Decoded,decoded,MLP,KIP,4,60,Jannis,XGBClassifier,centroid,0.3413459442733701
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Jannis,XGBClassifier,centroid,0.30526100398047357
Encoded,encoded,MLP,KIP,1,60,Jannis,XGBClassifier,centroid,0.2539511187532825
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Jannis,XGBClassifier,centroid,0.20208478150823708
Original,original,,KIP,3,60,Jannis,XGBClassifier,centroid,0.31309702692689256
Decoded,decoded,GNN,KIP,3,60,Jannis,XGBClassifier,centroid,0.30684061277307223
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Jannis,XGBClassifier,centroid,0.26416570875636325
Encoded,encoded,GNN,KIP,1,60,Jannis,XGBClassifier,centroid,0.22218401513475655
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Jannis,XGBClassifier,centroid,0.1564592785205069
Original,original,,KIP,4,60,Jannis,XGBClassifier,centroid,0.31309702692689256
Decoded,decoded,MLP,KMeans,4,60,Jannis,XGBClassifier,centroid,0.3849361739954155
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Jannis,XGBClassifier,centroid,0.37193967675786144
Encoded,encoded,MLP,KMeans,1,60,Jannis,XGBClassifier,centroid,0.18122030760795654
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Jannis,XGBClassifier,centroid,0.13770281347416752
Original,original,,KMeans,2,60,Jannis,XGBClassifier,centroid,0.3637685978228858
Decoded,decoded,GNN,KMeans,3,60,Jannis,XGBClassifier,centroid,0.3271260451626999
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Jannis,XGBClassifier,centroid,0.32538974169671575
Encoded,encoded,GNN,KMeans,1,60,Jannis,XGBClassifier,centroid,0.18071901629510592
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,XGBClassifier,centroid,0.15399719344721485
Original,original,,KMeans,4,60,Jannis,XGBClassifier,centroid,0.3637685978228858
Decoded,decoded,MLP,KMeans,4,60,Jannis,XGBClassifier,closest,0.3926922617585468
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Jannis,XGBClassifier,closest,0.35144856394882523
Encoded,encoded,MLP,KMeans,2,60,Jannis,XGBClassifier,closest,0.1900695938234124
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Jannis,XGBClassifier,closest,0.14561603697918285
Original,original,,KMeans,1,60,Jannis,XGBClassifier,closest,0.18770286775952122
Decoded,decoded,GNN,KMeans,4,60,Jannis,XGBClassifier,closest,0.35190596555322873
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Jannis,XGBClassifier,closest,0.29485775201636155
Encoded,encoded,GNN,KMeans,2,60,Jannis,XGBClassifier,closest,0.20020924289574352
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Jannis,XGBClassifier,closest,0.17163740912292508
Original,original,,KMeans,1,60,Jannis,XGBClassifier,closest,0.18770286775952122
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,GaussianNB,centroid,-0.0643151874146224
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,LawSchoolAdmissions,GaussianNB,centroid,-0.1181894226781416
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,GaussianNB,centroid,0.0806010576853233
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,GaussianNB,centroid,-0.1515918000098412
Original,original,,Agglo,0,60,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,60,LawSchoolAdmissions,GaussianNB,centroid,-0.0504685072671932
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,LawSchoolAdmissions,GaussianNB,centroid,-0.17747978471394
Encoded,encoded,GNN,Agglo,3,60,LawSchoolAdmissions,GaussianNB,centroid,0.0825083590881506
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,LawSchoolAdmissions,GaussianNB,centroid,0.1840616147391753
Original,original,,Agglo,0,60,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,2,60,LawSchoolAdmissions,GaussianNB,closest,-0.1304392651031793
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,LawSchoolAdmissions,GaussianNB,closest,-0.1193820718354378
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,GaussianNB,closest,0.1008386034054935
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,GaussianNB,closest,-0.1429374784725656
Original,original,,Agglo,0,60,LawSchoolAdmissions,GaussianNB,closest,-0.2110567246433182
Decoded,decoded,GNN,Agglo,2,60,LawSchoolAdmissions,GaussianNB,closest,-0.1757435312256168
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,LawSchoolAdmissions,GaussianNB,closest,-0.2093556179867426
Encoded,encoded,GNN,Agglo,3,60,LawSchoolAdmissions,GaussianNB,closest,0.0766271225757472
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,LawSchoolAdmissions,GaussianNB,closest,0.1667717166415561
Original,original,,Agglo,0,60,LawSchoolAdmissions,GaussianNB,closest,-0.2110567246433182
Decoded,decoded,MLP,KIP,3,60,LawSchoolAdmissions,GaussianNB,centroid,0.11952429934790905
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,LawSchoolAdmissions,GaussianNB,centroid,-0.0859016685372592
Encoded,encoded,MLP,KIP,4,60,LawSchoolAdmissions,GaussianNB,centroid,0.20123318516991148
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,LawSchoolAdmissions,GaussianNB,centroid,-0.10695649525166306
Original,original,,KIP,0,60,LawSchoolAdmissions,GaussianNB,centroid,-0.24397384138469141
Decoded,decoded,GNN,KIP,2,60,LawSchoolAdmissions,GaussianNB,centroid,-0.088410918011814
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,LawSchoolAdmissions,GaussianNB,centroid,-0.14777719720418667
Encoded,encoded,GNN,KIP,3,60,LawSchoolAdmissions,GaussianNB,centroid,0.0922285668762198
Encoded-FT,encoded,GNN-MultiHead,KIP,4,60,LawSchoolAdmissions,GaussianNB,centroid,0.17321647402297657
Original,original,,KIP,0,60,LawSchoolAdmissions,GaussianNB,centroid,-0.24397384138469141
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,GaussianNB,centroid,-0.05431286772372714
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,GaussianNB,centroid,-0.1330361473448911
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,GaussianNB,centroid,0.07312907556803133
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,GaussianNB,centroid,-0.1542453858067721
Original,original,,KMeans,0,60,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,60,LawSchoolAdmissions,GaussianNB,centroid,-0.03280699000189794
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,LawSchoolAdmissions,GaussianNB,centroid,-0.12374613677741042
Encoded,encoded,GNN,KMeans,3,60,LawSchoolAdmissions,GaussianNB,centroid,0.07690618841982182
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,60,LawSchoolAdmissions,GaussianNB,centroid,0.15791494935341538
Original,original,,KMeans,0,60,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,GaussianNB,closest,-0.129938071282461
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,GaussianNB,closest,-0.1741347435804312
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,GaussianNB,closest,0.0940808049093094
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,GaussianNB,closest,-0.14223875945742664
Original,original,,KMeans,0,60,LawSchoolAdmissions,GaussianNB,closest,-0.19762876041810667
Decoded,decoded,GNN,KMeans,0,60,LawSchoolAdmissions,GaussianNB,closest,-0.20709872276413427
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,LawSchoolAdmissions,GaussianNB,closest,-0.20409366864972908
Encoded,encoded,GNN,KMeans,3,60,LawSchoolAdmissions,GaussianNB,closest,0.07061818590799492
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,60,LawSchoolAdmissions,GaussianNB,closest,0.15152127203413457
Original,original,,KMeans,2,60,LawSchoolAdmissions,GaussianNB,closest,-0.19762876041810667
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1249601595253467
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0766111896570041
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2126888847118818
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0755068934236656
Original,original,,Agglo,1,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0180845108406954
Decoded,decoded,GNN,Agglo,3,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1017505291632274
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0778186625041883
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.182653253025833
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0608558142575778
Original,original,,Agglo,1,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0180845108406954
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0735342791530119
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0655304299502301
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2345694777015926
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0438990953147601
Original,original,,Agglo,2,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0682017848532644
Decoded,decoded,GNN,Agglo,3,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0928283059421557
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0653455292858135
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1962541781420854
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0465847519266445
Original,original,,Agglo,2,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0682017848532644
Decoded,decoded,MLP,KIP,3,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2512740779483993
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18994610298864847
Encoded,encoded,MLP,KIP,4,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3173649305754189
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.03740019450324027
Original,original,,KIP,1,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18307576636728423
Decoded,decoded,GNN,KIP,2,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1830393991647802
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13243586705131447
Encoded,encoded,GNN,KIP,4,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.24989764062665998
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.01470828600148738
Original,original,,KIP,3,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18307576636728423
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13634207235847437
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.07433068002582469
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18801312488252164
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07455623840540027
Original,original,,KMeans,1,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.01989653735197732
Decoded,decoded,GNN,KMeans,3,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0763304675432932
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.07621952714464338
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17347523352647448
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.05262518081446186
Original,original,,KMeans,1,60,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.01989653735197732
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.07941289442069899
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06261104255371305
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.22302207366605908
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.052670129042275825
Original,original,,KMeans,1,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05787329503199492
Decoded,decoded,GNN,KMeans,2,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06703803437313557
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.07184953785049392
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.18853861052769214
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.04782940921683844
Original,original,,KMeans,1,60,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05787329503199492
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,LogisticRegression,centroid,0.1192818517988537
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0317501261494663
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,LogisticRegression,centroid,0.2426899208459169
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,LawSchoolAdmissions,LogisticRegression,centroid,0.102578344467122
Original,original,,Agglo,0,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0099601593625497
Decoded,decoded,GNN,Agglo,2,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0968507821266917
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0317858998787459
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,LogisticRegression,centroid,0.2834474954623849
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,LawSchoolAdmissions,LogisticRegression,centroid,0.2776417957658967
Original,original,,Agglo,0,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0099601593625497
Decoded,decoded,MLP,Agglo,2,60,LawSchoolAdmissions,LogisticRegression,closest,0.0336480166291356
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,LogisticRegression,closest,0.0252609599409545
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,LogisticRegression,closest,0.2597445755729445
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,LawSchoolAdmissions,LogisticRegression,closest,0.1133518854638158
Original,original,,Agglo,0,60,LawSchoolAdmissions,LogisticRegression,closest,0.0168305982120666
Decoded,decoded,GNN,Agglo,0,60,LawSchoolAdmissions,LogisticRegression,closest,0.0037223506729227
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,LawSchoolAdmissions,LogisticRegression,closest,0.0276013149669751
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,LogisticRegression,closest,0.2573006650147991
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,LawSchoolAdmissions,LogisticRegression,closest,0.2481228206267557
Original,original,,Agglo,1,60,LawSchoolAdmissions,LogisticRegression,closest,0.0168305982120666
Decoded,decoded,MLP,KIP,3,60,LawSchoolAdmissions,LogisticRegression,centroid,0.161438932361292
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,LawSchoolAdmissions,LogisticRegression,centroid,0.04092721740636688
Encoded,encoded,MLP,KIP,4,60,LawSchoolAdmissions,LogisticRegression,centroid,0.3028596389489302
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,LawSchoolAdmissions,LogisticRegression,centroid,0.12789710722328076
Original,original,,KIP,0,60,LawSchoolAdmissions,LogisticRegression,centroid,0.00069721115537844
Decoded,decoded,GNN,KIP,2,60,LawSchoolAdmissions,LogisticRegression,centroid,0.10327950956099978
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,LawSchoolAdmissions,LogisticRegression,centroid,0.050516271398338565
Encoded,encoded,GNN,KIP,4,60,LawSchoolAdmissions,LogisticRegression,centroid,0.24106918262677074
Encoded-FT,encoded,GNN-MultiHead,KIP,3,60,LawSchoolAdmissions,LogisticRegression,centroid,0.22593858968662212
Original,original,,KIP,0,60,LawSchoolAdmissions,LogisticRegression,centroid,0.00069721115537844
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,LogisticRegression,centroid,0.11421930425745033
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,LogisticRegression,centroid,0.039489113489331845
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,LogisticRegression,centroid,0.2536235022104399
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,LogisticRegression,centroid,0.11263942340279712
Original,original,,KMeans,0,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0071713147410358
Decoded,decoded,GNN,KMeans,2,60,LawSchoolAdmissions,LogisticRegression,centroid,0.08271187461872732
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,LawSchoolAdmissions,LogisticRegression,centroid,0.042293773864843065
Encoded,encoded,GNN,KMeans,3,60,LawSchoolAdmissions,LogisticRegression,centroid,0.2404638534708048
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,60,LawSchoolAdmissions,LogisticRegression,centroid,0.24823823797437844
Original,original,,KMeans,0,60,LawSchoolAdmissions,LogisticRegression,centroid,0.0071713147410358
Decoded,decoded,MLP,KMeans,2,60,LawSchoolAdmissions,LogisticRegression,closest,0.04280684445582504
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,LawSchoolAdmissions,LogisticRegression,closest,0.02405519698145028
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,LogisticRegression,closest,0.263053833814082
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,LawSchoolAdmissions,LogisticRegression,closest,0.10174481657491012
Original,original,,KMeans,1,60,LawSchoolAdmissions,LogisticRegression,closest,0.025173785011183964
Decoded,decoded,GNN,KMeans,0,60,LawSchoolAdmissions,LogisticRegression,closest,0.007788693995285359
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,LawSchoolAdmissions,LogisticRegression,closest,0.01717515570986368
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,LogisticRegression,closest,0.22964889026126115
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,LawSchoolAdmissions,LogisticRegression,closest,0.20688531318958567
Original,original,,KMeans,2,60,LawSchoolAdmissions,LogisticRegression,closest,0.025173785011183964
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,MLPClassifier,centroid,0.1846065642910399
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0817053148464742
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,MLPClassifier,centroid,0.2192863705857101
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0435347457052696
Original,original,,Agglo,0,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0428155054639664
Decoded,decoded,GNN,Agglo,3,60,LawSchoolAdmissions,MLPClassifier,centroid,0.1384744575572944
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0555678985381724
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,MLPClassifier,centroid,0.2504499958577787
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,LawSchoolAdmissions,MLPClassifier,centroid,0.1269628480407293
Original,original,,Agglo,0,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0428155054639664
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,MLPClassifier,closest,0.09458197455923
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,LawSchoolAdmissions,MLPClassifier,closest,0.0573132799614396
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,MLPClassifier,closest,0.2289113865897468
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,LawSchoolAdmissions,MLPClassifier,closest,0.0700129538556548
Original,original,,Agglo,0,60,LawSchoolAdmissions,MLPClassifier,closest,0.0315900857816371
Decoded,decoded,GNN,Agglo,1,60,LawSchoolAdmissions,MLPClassifier,closest,0.0555321248088929
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,LawSchoolAdmissions,MLPClassifier,closest,0.0872144691555141
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,MLPClassifier,closest,0.2431888702279727
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,LawSchoolAdmissions,MLPClassifier,closest,0.1698932060039615
Original,original,,Agglo,0,60,LawSchoolAdmissions,MLPClassifier,closest,0.0315900857816371
Decoded,decoded,MLP,KIP,3,60,LawSchoolAdmissions,MLPClassifier,centroid,0.18963653891052046
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,LawSchoolAdmissions,MLPClassifier,centroid,0.08950643550561459
Encoded,encoded,MLP,KIP,4,60,LawSchoolAdmissions,MLPClassifier,centroid,0.25631368665225673
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,LawSchoolAdmissions,MLPClassifier,centroid,0.00830854276655188
Original,original,,KIP,0,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0008964143426294198
Decoded,decoded,GNN,KIP,3,60,LawSchoolAdmissions,MLPClassifier,centroid,0.13622240715775832
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,LawSchoolAdmissions,MLPClassifier,centroid,0.08934262948207165
Encoded,encoded,GNN,KIP,4,60,LawSchoolAdmissions,MLPClassifier,centroid,0.23342866718381666
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,LawSchoolAdmissions,MLPClassifier,centroid,0.13166163324019606
Original,original,,KIP,0,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0008964143426294198
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,MLPClassifier,centroid,0.16513304061636247
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,MLPClassifier,centroid,0.09813844809796728
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,MLPClassifier,centroid,0.22383528268777436
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,MLPClassifier,centroid,0.05404807989215158
Original,original,,KMeans,0,60,LawSchoolAdmissions,MLPClassifier,centroid,0.04574612702309848
Decoded,decoded,GNN,KMeans,3,60,LawSchoolAdmissions,MLPClassifier,centroid,0.14234065627847772
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,LawSchoolAdmissions,MLPClassifier,centroid,0.0797793702317384
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,MLPClassifier,centroid,0.21243909051883203
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,LawSchoolAdmissions,MLPClassifier,centroid,0.1099402013872675
Original,original,,KMeans,0,60,LawSchoolAdmissions,MLPClassifier,centroid,0.04574612702309848
Decoded,decoded,MLP,KMeans,3,60,LawSchoolAdmissions,MLPClassifier,closest,0.09455467355530615
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,LawSchoolAdmissions,MLPClassifier,closest,0.07289255077986725
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,MLPClassifier,closest,0.23541749824897001
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,MLPClassifier,closest,0.05612879295671748
Original,original,,KMeans,0,60,LawSchoolAdmissions,MLPClassifier,closest,0.04127572884266334
Decoded,decoded,GNN,KMeans,1,60,LawSchoolAdmissions,MLPClassifier,closest,0.0552532780032987
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,LawSchoolAdmissions,MLPClassifier,closest,0.055496539362399164
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,MLPClassifier,closest,0.21753929461737168
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,LawSchoolAdmissions,MLPClassifier,closest,0.11838091866936784
Original,original,,KMeans,0,60,LawSchoolAdmissions,MLPClassifier,closest,0.04127572884266334
Decoded,decoded,MLP,Agglo,3,60,LawSchoolAdmissions,XGBClassifier,centroid,0.1337636222595439
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,LawSchoolAdmissions,XGBClassifier,centroid,0.062608733308731
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,XGBClassifier,centroid,0.2451394798876328
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,LawSchoolAdmissions,XGBClassifier,centroid,0.1275728842663372
Original,original,,Agglo,1,60,LawSchoolAdmissions,XGBClassifier,centroid,0.1189532983378396
Decoded,decoded,GNN,Agglo,0,60,LawSchoolAdmissions,XGBClassifier,centroid,0.0990358038545251
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,LawSchoolAdmissions,XGBClassifier,centroid,0.1326461639265246
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,XGBClassifier,centroid,0.2534173325601186
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,LawSchoolAdmissions,XGBClassifier,centroid,0.1327732548068595
Original,original,,Agglo,1,60,LawSchoolAdmissions,XGBClassifier,centroid,0.1189532983378396
Decoded,decoded,MLP,Agglo,1,60,LawSchoolAdmissions,XGBClassifier,closest,0.0600622086323892
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,LawSchoolAdmissions,XGBClassifier,closest,0.0583045888280526
Encoded,encoded,MLP,Agglo,4,60,LawSchoolAdmissions,XGBClassifier,closest,0.2568582004684475
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,LawSchoolAdmissions,XGBClassifier,closest,0.1005740742135428
Original,original,,Agglo,2,60,LawSchoolAdmissions,XGBClassifier,closest,0.0673911160650404
Decoded,decoded,GNN,Agglo,0,60,LawSchoolAdmissions,XGBClassifier,closest,0.00621239051356
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,LawSchoolAdmissions,XGBClassifier,closest,0.0636838280149723
Encoded,encoded,GNN,Agglo,4,60,LawSchoolAdmissions,XGBClassifier,closest,0.2437113549582388
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,LawSchoolAdmissions,XGBClassifier,closest,0.1039885825318762
Original,original,,Agglo,2,60,LawSchoolAdmissions,XGBClassifier,closest,0.0673911160650404
Decoded,decoded,MLP,KIP,2,60,LawSchoolAdmissions,XGBClassifier,centroid,0.18638828429194373
Decoded-FT,decoded,MLP-MultiHead,KIP,0,60,LawSchoolAdmissions,XGBClassifier,centroid,0.07168452842693496
Encoded,encoded,MLP,KIP,4,60,LawSchoolAdmissions,XGBClassifier,centroid,0.3232809781667282
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,LawSchoolAdmissions,XGBClassifier,centroid,0.12011462655992285
Original,original,,KIP,3,60,LawSchoolAdmissions,XGBClassifier,centroid,0.22121664570451652
Decoded,decoded,GNN,KIP,1,60,LawSchoolAdmissions,XGBClassifier,centroid,0.09966749260048643
Decoded-FT,decoded,GNN-MultiHead,KIP,0,60,LawSchoolAdmissions,XGBClassifier,centroid,0.0645777946813878
Encoded,encoded,GNN,KIP,4,60,LawSchoolAdmissions,XGBClassifier,centroid,0.2690928158820295
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,LawSchoolAdmissions,XGBClassifier,centroid,0.17523384721981633
Original,original,,KIP,3,60,LawSchoolAdmissions,XGBClassifier,centroid,0.22121664570451652
Decoded,decoded,MLP,KMeans,2,60,LawSchoolAdmissions,XGBClassifier,centroid,0.14813223476603973
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,LawSchoolAdmissions,XGBClassifier,centroid,0.07446075810180824
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,XGBClassifier,centroid,0.24194846323590324
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,XGBClassifier,centroid,0.11430384322822129
Original,original,,KMeans,3,60,LawSchoolAdmissions,XGBClassifier,centroid,0.17322976524902278
Decoded,decoded,GNN,KMeans,1,60,LawSchoolAdmissions,XGBClassifier,centroid,0.08146977308158665
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,LawSchoolAdmissions,XGBClassifier,centroid,0.06771383275969835
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,XGBClassifier,centroid,0.23484474201492703
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,LawSchoolAdmissions,XGBClassifier,centroid,0.12442084215124379
Original,original,,KMeans,3,60,LawSchoolAdmissions,XGBClassifier,centroid,0.17322976524902278
Decoded,decoded,MLP,KMeans,0,60,LawSchoolAdmissions,XGBClassifier,closest,0.06458570255838647
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,LawSchoolAdmissions,XGBClassifier,closest,0.06521193110356308
Encoded,encoded,MLP,KMeans,4,60,LawSchoolAdmissions,XGBClassifier,closest,0.26893541147319977
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,LawSchoolAdmissions,XGBClassifier,closest,0.0848667711008517
Original,original,,KMeans,2,60,LawSchoolAdmissions,XGBClassifier,closest,0.06653838332868894
Decoded,decoded,GNN,KMeans,0,60,LawSchoolAdmissions,XGBClassifier,closest,0.012941052425458798
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,LawSchoolAdmissions,XGBClassifier,closest,0.0536485438209355
Encoded,encoded,GNN,KMeans,4,60,LawSchoolAdmissions,XGBClassifier,closest,0.2473100038409688
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,LawSchoolAdmissions,XGBClassifier,closest,0.15361747716129803
Original,original,,KMeans,2,60,LawSchoolAdmissions,XGBClassifier,closest,0.06653838332868894
Decoded,decoded,MLP,Agglo,4,60,MagicTelescope,GaussianNB,centroid,0.0319969143194785
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MagicTelescope,GaussianNB,centroid,0.0094436656620169
Encoded,encoded,MLP,Agglo,2,60,MagicTelescope,GaussianNB,centroid,-0.0142341907504963
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,MagicTelescope,GaussianNB,centroid,-0.0875771572104378
Original,original,,Agglo,0,60,MagicTelescope,GaussianNB,centroid,-0.1003137959584637
Decoded,decoded,GNN,Agglo,3,60,MagicTelescope,GaussianNB,centroid,0.1243232596846965
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MagicTelescope,GaussianNB,centroid,0.0533918169892366
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,GaussianNB,centroid,0.1767725337959827
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,MagicTelescope,GaussianNB,centroid,-0.0848875209876123
Original,original,,Agglo,0,60,MagicTelescope,GaussianNB,centroid,-0.1003137959584637
Decoded,decoded,MLP,Agglo,4,60,MagicTelescope,GaussianNB,closest,0.0151548493694292
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,MagicTelescope,GaussianNB,closest,-0.0406147531516373
Encoded,encoded,MLP,Agglo,3,60,MagicTelescope,GaussianNB,closest,-0.0104536850052705
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,GaussianNB,closest,-0.0863373531475035
Original,original,,Agglo,1,60,MagicTelescope,GaussianNB,closest,-0.0857683624130556
Decoded,decoded,GNN,Agglo,3,60,MagicTelescope,GaussianNB,closest,-0.0368749764440268
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MagicTelescope,GaussianNB,closest,-0.0650579507336696
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,GaussianNB,closest,0.1727005418785691
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,MagicTelescope,GaussianNB,closest,-0.0832480252495717
Original,original,,Agglo,0,60,MagicTelescope,GaussianNB,closest,-0.0857683624130556
Decoded,decoded,MLP,KIP,4,60,MagicTelescope,GaussianNB,centroid,0.2781180509878919
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,MagicTelescope,GaussianNB,centroid,0.1002430976439163
Encoded,encoded,MLP,KIP,2,60,MagicTelescope,GaussianNB,centroid,0.0502705745469046
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MagicTelescope,GaussianNB,centroid,-0.09161766011070999
Original,original,,KIP,1,60,MagicTelescope,GaussianNB,centroid,0.027716778782967744
Decoded,decoded,GNN,KIP,4,60,MagicTelescope,GaussianNB,centroid,0.3061980476809373
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,MagicTelescope,GaussianNB,centroid,-0.006327651126005918
Encoded,encoded,GNN,KIP,3,60,MagicTelescope,GaussianNB,centroid,0.2546782466817992
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MagicTelescope,GaussianNB,centroid,-0.08457329950188992
Original,original,,KIP,2,60,MagicTelescope,GaussianNB,centroid,0.027716778782967744
Decoded,decoded,MLP,KMeans,4,60,MagicTelescope,GaussianNB,centroid,0.09154410468456876
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,MagicTelescope,GaussianNB,centroid,-0.015228465585178961
Encoded,encoded,MLP,KMeans,3,60,MagicTelescope,GaussianNB,centroid,-0.0083685406481874
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,GaussianNB,centroid,-0.08890230988353923
Original,original,,KMeans,1,60,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,GaussianNB,centroid,0.12678232092293212
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MagicTelescope,GaussianNB,centroid,0.0172918472624615
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,GaussianNB,centroid,0.17594451854022267
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,MagicTelescope,GaussianNB,centroid,-0.08594167358655039
Original,original,,KMeans,0,60,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,2,60,MagicTelescope,GaussianNB,closest,-0.0643957695295735
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MagicTelescope,GaussianNB,closest,-0.03509329381198256
Encoded,encoded,MLP,KMeans,4,60,MagicTelescope,GaussianNB,closest,-0.00373868249465968
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,GaussianNB,closest,-0.09155936287627245
Original,original,,KMeans,1,60,MagicTelescope,GaussianNB,closest,-0.06542432970338312
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,GaussianNB,closest,-0.024585627634469604
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MagicTelescope,GaussianNB,closest,-0.05307607576330468
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,GaussianNB,closest,0.1784792020512845
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,GaussianNB,closest,-0.0848834480838507
Original,original,,KMeans,1,60,MagicTelescope,GaussianNB,closest,-0.06542432970338312
Decoded,decoded,MLP,Agglo,3,60,MagicTelescope,KNeighborsClassifier,centroid,0.2091523039238856
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,MagicTelescope,KNeighborsClassifier,centroid,0.2125976939908638
Encoded,encoded,MLP,Agglo,1,60,MagicTelescope,KNeighborsClassifier,centroid,0.067250722191793
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,KNeighborsClassifier,centroid,-0.0059307307552221
Original,original,,Agglo,2,60,MagicTelescope,KNeighborsClassifier,centroid,0.1238054989448632
Decoded,decoded,GNN,Agglo,4,60,MagicTelescope,KNeighborsClassifier,centroid,0.2769674339462117
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,MagicTelescope,KNeighborsClassifier,centroid,0.2065065379557314
Encoded,encoded,GNN,Agglo,2,60,MagicTelescope,KNeighborsClassifier,centroid,0.1970306031378851
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,KNeighborsClassifier,centroid,-0.0074551879644895
Original,original,,Agglo,1,60,MagicTelescope,KNeighborsClassifier,centroid,0.1238054989448632
Decoded,decoded,MLP,Agglo,4,60,MagicTelescope,KNeighborsClassifier,closest,0.2014555049225815
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MagicTelescope,KNeighborsClassifier,closest,0.1936285862834996
Encoded,encoded,MLP,Agglo,1,60,MagicTelescope,KNeighborsClassifier,closest,0.144224550906528
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,KNeighborsClassifier,closest,0.0008922092257047
Original,original,,Agglo,2,60,MagicTelescope,KNeighborsClassifier,closest,0.1652580567132557
Decoded,decoded,GNN,Agglo,2,60,MagicTelescope,KNeighborsClassifier,closest,0.2061965306990594
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,MagicTelescope,KNeighborsClassifier,closest,0.2097411786948555
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,KNeighborsClassifier,closest,0.2417670135596896
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,KNeighborsClassifier,closest,-0.0017104615632706
Original,original,,Agglo,1,60,MagicTelescope,KNeighborsClassifier,closest,0.1652580567132557
Decoded,decoded,MLP,KIP,3,60,MagicTelescope,KNeighborsClassifier,centroid,0.3175915077474011
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,MagicTelescope,KNeighborsClassifier,centroid,0.28846633988472736
Encoded,encoded,MLP,KIP,1,60,MagicTelescope,KNeighborsClassifier,centroid,0.22868859979592343
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MagicTelescope,KNeighborsClassifier,centroid,0.040394751841276284
Original,original,,KIP,4,60,MagicTelescope,KNeighborsClassifier,centroid,0.42775257250416365
Decoded,decoded,GNN,KIP,2,60,MagicTelescope,KNeighborsClassifier,centroid,0.32737811710211334
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,MagicTelescope,KNeighborsClassifier,centroid,0.3166172786645499
Encoded,encoded,GNN,KIP,3,60,MagicTelescope,KNeighborsClassifier,centroid,0.3618075508314589
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MagicTelescope,KNeighborsClassifier,centroid,0.02504224717726574
Original,original,,KIP,4,60,MagicTelescope,KNeighborsClassifier,centroid,0.42775257250416365
Decoded,decoded,MLP,KMeans,3,60,MagicTelescope,KNeighborsClassifier,centroid,0.19130456058209072
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,MagicTelescope,KNeighborsClassifier,centroid,0.19226633376799224
Encoded,encoded,MLP,KMeans,1,60,MagicTelescope,KNeighborsClassifier,centroid,0.06997005580130614
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,KNeighborsClassifier,centroid,-0.00581673705545928
Original,original,,KMeans,2,60,MagicTelescope,KNeighborsClassifier,centroid,0.11166422460651318
Decoded,decoded,GNN,KMeans,4,60,MagicTelescope,KNeighborsClassifier,centroid,0.2788935382254239
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,MagicTelescope,KNeighborsClassifier,centroid,0.20218545384784337
Encoded,encoded,GNN,KMeans,2,60,MagicTelescope,KNeighborsClassifier,centroid,0.19036108199483412
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,KNeighborsClassifier,centroid,-0.0076411367118099805
Original,original,,KMeans,1,60,MagicTelescope,KNeighborsClassifier,centroid,0.11166422460651318
Decoded,decoded,MLP,KMeans,4,60,MagicTelescope,KNeighborsClassifier,closest,0.19026360347986618
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MagicTelescope,KNeighborsClassifier,closest,0.18650064364735344
Encoded,encoded,MLP,KMeans,1,60,MagicTelescope,KNeighborsClassifier,closest,0.130331944093041
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,KNeighborsClassifier,closest,-4.976798111593992e-05
Original,original,,KMeans,2,60,MagicTelescope,KNeighborsClassifier,closest,0.16218940192232298
Decoded,decoded,GNN,KMeans,2,60,MagicTelescope,KNeighborsClassifier,closest,0.20035632762345373
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,MagicTelescope,KNeighborsClassifier,closest,0.2109322182339873
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,KNeighborsClassifier,closest,0.23722194573343822
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,KNeighborsClassifier,closest,-0.00684045608601236
Original,original,,KMeans,1,60,MagicTelescope,KNeighborsClassifier,closest,0.16218940192232298
Decoded,decoded,MLP,Agglo,4,60,MagicTelescope,LogisticRegression,centroid,0.0813389587735825
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MagicTelescope,LogisticRegression,centroid,0.0628618303371337
Encoded,encoded,MLP,Agglo,1,60,MagicTelescope,LogisticRegression,centroid,0.0326682845359159
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,LogisticRegression,centroid,0.0209036614921391
Original,original,,Agglo,2,60,MagicTelescope,LogisticRegression,centroid,0.0331814854444577
Decoded,decoded,GNN,Agglo,3,60,MagicTelescope,LogisticRegression,centroid,0.1700300960511695
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MagicTelescope,LogisticRegression,centroid,0.0993697784515739
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,LogisticRegression,centroid,0.2271031826310063
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,LogisticRegression,centroid,0.0203362968993186
Original,original,,Agglo,1,60,MagicTelescope,LogisticRegression,centroid,0.0331814854444577
Decoded,decoded,MLP,Agglo,3,60,MagicTelescope,LogisticRegression,closest,0.0481997210028622
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,MagicTelescope,LogisticRegression,closest,0.0300245551062677
Encoded,encoded,MLP,Agglo,2,60,MagicTelescope,LogisticRegression,closest,0.0388253413463086
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,LogisticRegression,closest,0.0212597877162722
Original,original,,Agglo,4,60,MagicTelescope,LogisticRegression,closest,0.0666947234551229
Decoded,decoded,GNN,Agglo,3,60,MagicTelescope,LogisticRegression,closest,0.0791902854182424
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,MagicTelescope,LogisticRegression,closest,0.0474029732071211
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,LogisticRegression,closest,0.2448680586191889
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,LogisticRegression,closest,0.026306218180528
Original,original,,Agglo,2,60,MagicTelescope,LogisticRegression,closest,0.0666947234551229
Decoded,decoded,MLP,KIP,4,60,MagicTelescope,LogisticRegression,centroid,0.14196507471474012
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,MagicTelescope,LogisticRegression,centroid,0.08220086548151107
Encoded,encoded,MLP,KIP,1,60,MagicTelescope,LogisticRegression,centroid,0.07465808497252953
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MagicTelescope,LogisticRegression,centroid,0.02141193350541132
Original,original,,KIP,3,60,MagicTelescope,LogisticRegression,centroid,0.10621926380178684
Decoded,decoded,GNN,KIP,3,60,MagicTelescope,LogisticRegression,centroid,0.19920834359058098
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,MagicTelescope,LogisticRegression,centroid,0.08734863619905262
Encoded,encoded,GNN,KIP,4,60,MagicTelescope,LogisticRegression,centroid,0.2942024546440078
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MagicTelescope,LogisticRegression,centroid,0.02117529236879718
Original,original,,KIP,2,60,MagicTelescope,LogisticRegression,centroid,0.10621926380178684
Decoded,decoded,MLP,KMeans,4,60,MagicTelescope,LogisticRegression,centroid,0.08307003012313295
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MagicTelescope,LogisticRegression,centroid,0.05527068165809116
Encoded,encoded,MLP,KMeans,1,60,MagicTelescope,LogisticRegression,centroid,0.031159230128224358
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,LogisticRegression,centroid,0.0201599399433068
Original,original,,KMeans,2,60,MagicTelescope,LogisticRegression,centroid,0.032286918034909
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,LogisticRegression,centroid,0.17824320631678545
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MagicTelescope,LogisticRegression,centroid,0.04993328388188954
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,LogisticRegression,centroid,0.2408428302583255
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,LogisticRegression,centroid,0.0198074968497047
Original,original,,KMeans,1,60,MagicTelescope,LogisticRegression,centroid,0.032286918034909
Decoded,decoded,MLP,KMeans,1,60,MagicTelescope,LogisticRegression,closest,0.03489338284977346
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MagicTelescope,LogisticRegression,closest,0.04082343965935372
Encoded,encoded,MLP,KMeans,2,60,MagicTelescope,LogisticRegression,closest,0.035157701629053996
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,LogisticRegression,closest,0.0218198943753992
Original,original,,KMeans,4,60,MagicTelescope,LogisticRegression,closest,0.051457991594337796
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,LogisticRegression,closest,0.06718528394363614
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,MagicTelescope,LogisticRegression,closest,0.03921418243574624
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,LogisticRegression,closest,0.2471870225979015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,LogisticRegression,closest,0.02171979988685202
Original,original,,KMeans,2,60,MagicTelescope,LogisticRegression,closest,0.051457991594337796
Decoded,decoded,MLP,Agglo,4,60,MagicTelescope,MLPClassifier,centroid,0.1079507334442708
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MagicTelescope,MLPClassifier,centroid,0.084905950622255
Encoded,encoded,MLP,Agglo,1,60,MagicTelescope,MLPClassifier,centroid,0.0416738408924935
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,MLPClassifier,centroid,0.0263710147962673
Original,original,,Agglo,2,60,MagicTelescope,MLPClassifier,centroid,0.061650663870023
Decoded,decoded,GNN,Agglo,3,60,MagicTelescope,MLPClassifier,centroid,0.1849943622729458
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MagicTelescope,MLPClassifier,centroid,0.1679057611687178
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,MLPClassifier,centroid,0.2269210777585324
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,MLPClassifier,centroid,0.027694490788294
Original,original,,Agglo,1,60,MagicTelescope,MLPClassifier,centroid,0.061650663870023
Decoded,decoded,MLP,Agglo,3,60,MagicTelescope,MLPClassifier,closest,0.0967019971425441
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,MagicTelescope,MLPClassifier,closest,0.0568085337213802
Encoded,encoded,MLP,Agglo,1,60,MagicTelescope,MLPClassifier,closest,0.0411324679642705
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,MLPClassifier,closest,0.0254566720839943
Original,original,,Agglo,4,60,MagicTelescope,MLPClassifier,closest,0.1076913818071708
Decoded,decoded,GNN,Agglo,1,60,MagicTelescope,MLPClassifier,closest,0.0839316952529205
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MagicTelescope,MLPClassifier,closest,0.0889541031264151
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,MLPClassifier,closest,0.2330748093185231
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,MLPClassifier,closest,0.0328736971021165
Original,original,,Agglo,3,60,MagicTelescope,MLPClassifier,closest,0.1076913818071708
Decoded,decoded,MLP,KIP,4,60,MagicTelescope,MLPClassifier,centroid,0.1741946470469807
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,MagicTelescope,MLPClassifier,centroid,0.12186266831543417
Encoded,encoded,MLP,KIP,1,60,MagicTelescope,MLPClassifier,centroid,0.07095774430465421
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MagicTelescope,MLPClassifier,centroid,0.025153546424482743
Original,original,,KIP,2,60,MagicTelescope,MLPClassifier,centroid,0.11068258868017813
Decoded,decoded,GNN,KIP,3,60,MagicTelescope,MLPClassifier,centroid,0.22227617359989243
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,MagicTelescope,MLPClassifier,centroid,0.14139446439433973
Encoded,encoded,GNN,KIP,4,60,MagicTelescope,MLPClassifier,centroid,0.2754885445380437
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MagicTelescope,MLPClassifier,centroid,0.02323828451171448
Original,original,,KIP,1,60,MagicTelescope,MLPClassifier,centroid,0.11068258868017813
Decoded,decoded,MLP,KMeans,4,60,MagicTelescope,MLPClassifier,centroid,0.09641916622092009
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MagicTelescope,MLPClassifier,centroid,0.07604659585458387
Encoded,encoded,MLP,KMeans,1,60,MagicTelescope,MLPClassifier,centroid,0.03962504392245464
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,MLPClassifier,centroid,0.025321895593289078
Original,original,,KMeans,2,60,MagicTelescope,MLPClassifier,centroid,0.06142207819195476
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,MLPClassifier,centroid,0.19080783312112018
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MagicTelescope,MLPClassifier,centroid,0.09292204823562616
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,MLPClassifier,centroid,0.2317705485570495
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,MLPClassifier,centroid,0.0260534777138409
Original,original,,KMeans,1,60,MagicTelescope,MLPClassifier,centroid,0.06142207819195476
Decoded,decoded,MLP,KMeans,2,60,MagicTelescope,MLPClassifier,closest,0.0650962893554639
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MagicTelescope,MLPClassifier,closest,0.07160248006015012
Encoded,encoded,MLP,KMeans,1,60,MagicTelescope,MLPClassifier,closest,0.04394404481682646
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,MLPClassifier,closest,0.02690510104998276
Original,original,,KMeans,4,60,MagicTelescope,MLPClassifier,closest,0.0803254930514811
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,MLPClassifier,closest,0.08373911114445584
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,MagicTelescope,MLPClassifier,closest,0.07856227974676916
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,MLPClassifier,closest,0.23407087073601346
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,MLPClassifier,closest,0.02615095722614108
Original,original,,KMeans,2,60,MagicTelescope,MLPClassifier,closest,0.0803254930514811
Decoded,decoded,MLP,Agglo,0,60,MagicTelescope,XGBClassifier,centroid,0.0951054943278273
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MagicTelescope,XGBClassifier,centroid,0.1951537280051736
Encoded,encoded,MLP,Agglo,2,60,MagicTelescope,XGBClassifier,centroid,0.1615203039530058
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,MagicTelescope,XGBClassifier,centroid,0.1526253671418178
Original,original,,Agglo,4,60,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,60,MagicTelescope,XGBClassifier,centroid,0.2544100132036323
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,MagicTelescope,XGBClassifier,centroid,0.0705292231413866
Encoded,encoded,GNN,Agglo,2,60,MagicTelescope,XGBClassifier,centroid,0.2442178868799007
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,XGBClassifier,centroid,0.0611174584355043
Original,original,,Agglo,4,60,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,2,60,MagicTelescope,XGBClassifier,closest,0.0700123952466923
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,MagicTelescope,XGBClassifier,closest,0.0426730618953948
Encoded,encoded,MLP,Agglo,3,60,MagicTelescope,XGBClassifier,closest,0.1336945918999756
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,MagicTelescope,XGBClassifier,closest,0.0586610438953409
Original,original,,Agglo,4,60,MagicTelescope,XGBClassifier,closest,0.1503909891945783
Decoded,decoded,GNN,Agglo,2,60,MagicTelescope,XGBClassifier,closest,0.0716103042224678
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,MagicTelescope,XGBClassifier,closest,0.0477481070302605
Encoded,encoded,GNN,Agglo,4,60,MagicTelescope,XGBClassifier,closest,0.2531850394761661
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,MagicTelescope,XGBClassifier,closest,0.0607571878957722
Original,original,,Agglo,3,60,MagicTelescope,XGBClassifier,closest,0.1503909891945783
Decoded,decoded,MLP,KIP,3,60,MagicTelescope,XGBClassifier,centroid,0.18291789496375738
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,MagicTelescope,XGBClassifier,centroid,0.09512009916197348
Encoded,encoded,MLP,KIP,4,60,MagicTelescope,XGBClassifier,centroid,0.1939304788337689
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MagicTelescope,XGBClassifier,centroid,0.0548303737436339
Original,original,,KIP,2,60,MagicTelescope,XGBClassifier,centroid,0.11155204656301362
Decoded,decoded,GNN,KIP,3,60,MagicTelescope,XGBClassifier,centroid,0.23840408504217075
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,MagicTelescope,XGBClassifier,centroid,0.12851030691708654
Encoded,encoded,GNN,KIP,4,60,MagicTelescope,XGBClassifier,centroid,0.3424645522890787
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MagicTelescope,XGBClassifier,centroid,0.04177920293174528
Original,original,,KIP,1,60,MagicTelescope,XGBClassifier,centroid,0.11155204656301362
Decoded,decoded,MLP,KMeans,3,60,MagicTelescope,XGBClassifier,centroid,0.16271552908841042
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,MagicTelescope,XGBClassifier,centroid,0.13822548570504697
Encoded,encoded,MLP,KMeans,2,60,MagicTelescope,XGBClassifier,centroid,0.14561526232114463
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,XGBClassifier,centroid,0.06455288189485595
Original,original,,KMeans,4,60,MagicTelescope,XGBClassifier,centroid,0.4223243243243243
Decoded,decoded,GNN,KMeans,3,60,MagicTelescope,XGBClassifier,centroid,0.25072479857724117
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,MagicTelescope,XGBClassifier,centroid,0.08880402037131846
Encoded,encoded,GNN,KMeans,2,60,MagicTelescope,XGBClassifier,centroid,0.2473590040688744
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,XGBClassifier,centroid,0.06592826924631501
Original,original,,KMeans,4,60,MagicTelescope,XGBClassifier,centroid,0.4223243243243243
Decoded,decoded,MLP,KMeans,1,60,MagicTelescope,XGBClassifier,closest,0.10431807280860117
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,MagicTelescope,XGBClassifier,closest,0.10830239012691649
Encoded,encoded,MLP,KMeans,3,60,MagicTelescope,XGBClassifier,closest,0.13413300638624662
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MagicTelescope,XGBClassifier,closest,0.05958594486809836
Original,original,,KMeans,4,60,MagicTelescope,XGBClassifier,closest,0.14908647031877337
Decoded,decoded,GNN,KMeans,2,60,MagicTelescope,XGBClassifier,closest,0.08851251650454045
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,MagicTelescope,XGBClassifier,closest,0.049072997224542544
Encoded,encoded,GNN,KMeans,4,60,MagicTelescope,XGBClassifier,closest,0.26195365255584596
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,MagicTelescope,XGBClassifier,closest,0.05464180431677936
Original,original,,KMeans,3,60,MagicTelescope,XGBClassifier,closest,0.14908647031877337
Decoded,decoded,MLP,Agglo,2,60,MedicalAppointments,GaussianNB,centroid,-0.0143851017192591
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MedicalAppointments,GaussianNB,centroid,0.0135083052089938
Encoded,encoded,MLP,Agglo,1,60,MedicalAppointments,GaussianNB,centroid,-0.0679245263496794
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,GaussianNB,centroid,-0.135894060839624
Original,original,,Agglo,4,60,MedicalAppointments,GaussianNB,centroid,0.0178008919199352
Decoded,decoded,GNN,Agglo,2,60,MedicalAppointments,GaussianNB,centroid,-0.0158227755330231
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MedicalAppointments,GaussianNB,centroid,0.0699699825020078
Encoded,encoded,GNN,Agglo,1,60,MedicalAppointments,GaussianNB,centroid,-0.1247113486559896
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MedicalAppointments,GaussianNB,centroid,-0.1674893441934583
Original,original,,Agglo,3,60,MedicalAppointments,GaussianNB,centroid,0.0178008919199352
Decoded,decoded,MLP,Agglo,4,60,MedicalAppointments,GaussianNB,closest,0.050659679655855
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MedicalAppointments,GaussianNB,closest,0.0374560847298071
Encoded,encoded,MLP,Agglo,1,60,MedicalAppointments,GaussianNB,closest,-0.0523789561249957
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,GaussianNB,closest,-0.0972739724822644
Original,original,,Agglo,2,60,MedicalAppointments,GaussianNB,closest,0.0220878741689661
Decoded,decoded,GNN,Agglo,3,60,MedicalAppointments,GaussianNB,closest,0.0011500355840222
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,GaussianNB,closest,-0.0293072833345203
Encoded,encoded,GNN,Agglo,1,60,MedicalAppointments,GaussianNB,closest,-0.1121087244917225
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MedicalAppointments,GaussianNB,closest,-0.1166614444577993
Original,original,,Agglo,4,60,MedicalAppointments,GaussianNB,closest,0.0220878741689661
Decoded,decoded,MLP,KIP,3,60,MedicalAppointments,GaussianNB,centroid,0.0315986287864823
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,MedicalAppointments,GaussianNB,centroid,0.01518997142759102
Encoded,encoded,MLP,KIP,1,60,MedicalAppointments,GaussianNB,centroid,-0.0061695641159926
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MedicalAppointments,GaussianNB,centroid,-0.032540919900857904
Original,original,,KIP,4,60,MedicalAppointments,GaussianNB,centroid,0.0419636758441311
Decoded,decoded,GNN,KIP,2,60,MedicalAppointments,GaussianNB,centroid,0.01481240313980928
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,MedicalAppointments,GaussianNB,centroid,0.029165723248911778
Encoded,encoded,GNN,KIP,0,60,MedicalAppointments,GaussianNB,centroid,-0.06114498984385268
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,MedicalAppointments,GaussianNB,centroid,-0.05492586504007353
Original,original,,KIP,4,60,MedicalAppointments,GaussianNB,centroid,0.0419636758441311
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,GaussianNB,centroid,-0.046954612998109324
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MedicalAppointments,GaussianNB,centroid,0.01532006392190588
Encoded,encoded,MLP,KMeans,1,60,MedicalAppointments,GaussianNB,centroid,-0.08750425723548959
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,GaussianNB,centroid,-0.13910548649229823
Original,original,,KMeans,4,60,MedicalAppointments,GaussianNB,centroid,0.03416186824134234
Decoded,decoded,GNN,KMeans,2,60,MedicalAppointments,GaussianNB,centroid,0.0030497412376825597
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,MedicalAppointments,GaussianNB,centroid,0.024131192003519257
Encoded,encoded,GNN,KMeans,1,60,MedicalAppointments,GaussianNB,centroid,-0.12313677077112736
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,GaussianNB,centroid,-0.1563287911899927
Original,original,,KMeans,4,60,MedicalAppointments,GaussianNB,centroid,0.03416186824134234
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,GaussianNB,closest,0.0017049807801446392
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MedicalAppointments,GaussianNB,closest,0.006727820255767081
Encoded,encoded,MLP,KMeans,1,60,MedicalAppointments,GaussianNB,closest,-0.05398002155907152
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,GaussianNB,closest,-0.10714713747365671
Original,original,,KMeans,4,60,MedicalAppointments,GaussianNB,closest,0.027537308040712923
Decoded,decoded,GNN,KMeans,3,60,MedicalAppointments,GaussianNB,closest,0.0133568640259247
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,GaussianNB,closest,-0.007511030874377019
Encoded,encoded,GNN,KMeans,1,60,MedicalAppointments,GaussianNB,closest,-0.10967071458268902
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,GaussianNB,closest,-0.13806457409279704
Original,original,,KMeans,4,60,MedicalAppointments,GaussianNB,closest,0.027537308040712923
Decoded,decoded,MLP,Agglo,3,60,MedicalAppointments,KNeighborsClassifier,centroid,0.0125857423830756
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.0296099475842092
Encoded,encoded,MLP,Agglo,4,60,MedicalAppointments,KNeighborsClassifier,centroid,0.0164878973994332
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.0842851295064694
Original,original,,Agglo,1,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.0348589470525494
Decoded,decoded,GNN,Agglo,0,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.0876619034727498
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.069565408839905
Encoded,encoded,GNN,Agglo,4,60,MedicalAppointments,KNeighborsClassifier,centroid,0.0055139324237492
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.051254456320718
Original,original,,Agglo,3,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.0348589470525494
Decoded,decoded,MLP,Agglo,3,60,MedicalAppointments,KNeighborsClassifier,closest,0.0038768767103629
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0571802620463358
Encoded,encoded,MLP,Agglo,4,60,MedicalAppointments,KNeighborsClassifier,closest,0.0167938464448917
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0527235336136234
Original,original,,Agglo,2,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0234560663041811
Decoded,decoded,GNN,Agglo,0,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0357692106971265
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0354841366398443
Encoded,encoded,GNN,Agglo,4,60,MedicalAppointments,KNeighborsClassifier,closest,0.0324881681219361
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0334851934361207
Original,original,,Agglo,3,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0234560663041811
Decoded,decoded,MLP,KIP,1,60,MedicalAppointments,KNeighborsClassifier,centroid,0.029629778822976884
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,MedicalAppointments,KNeighborsClassifier,centroid,0.0360706259560908
Encoded,encoded,MLP,KIP,4,60,MedicalAppointments,KNeighborsClassifier,centroid,0.05405521108200938
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,MedicalAppointments,KNeighborsClassifier,centroid,0.0303698134624104
Original,original,,KIP,0,60,MedicalAppointments,KNeighborsClassifier,centroid,0.02587226464266264
Decoded,decoded,GNN,KIP,1,60,MedicalAppointments,KNeighborsClassifier,centroid,0.04160290553741684
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,MedicalAppointments,KNeighborsClassifier,centroid,0.05360855156937514
Encoded,encoded,GNN,KIP,3,60,MedicalAppointments,KNeighborsClassifier,centroid,0.05071159246804332
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,MedicalAppointments,KNeighborsClassifier,centroid,0.04337202816818718
Original,original,,KIP,0,60,MedicalAppointments,KNeighborsClassifier,centroid,0.02587226464266264
Decoded,decoded,MLP,KMeans,3,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.02745701872551662
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.02928160685221474
Encoded,encoded,MLP,KMeans,4,60,MedicalAppointments,KNeighborsClassifier,centroid,0.0051789540978581395
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.09024365025261985
Original,original,,KMeans,1,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.07713474478696088
Decoded,decoded,GNN,KMeans,2,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.0728937136930136
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.08700556448903554
Encoded,encoded,GNN,KMeans,4,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.02054190164618836
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.053211209216307176
Original,original,,KMeans,1,60,MedicalAppointments,KNeighborsClassifier,centroid,-0.07713474478696088
Decoded,decoded,MLP,KMeans,3,60,MedicalAppointments,KNeighborsClassifier,closest,-0.03532653047911346
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,KNeighborsClassifier,closest,-0.0645219627707632
Encoded,encoded,MLP,KMeans,4,60,MedicalAppointments,KNeighborsClassifier,closest,0.01191983026025244
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,MedicalAppointments,KNeighborsClassifier,closest,-0.054006187476963986
Original,original,,KMeans,2,60,MedicalAppointments,KNeighborsClassifier,closest,-0.04950444735099656
Decoded,decoded,GNN,KMeans,3,60,MedicalAppointments,KNeighborsClassifier,closest,-0.04240129229223672
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,KNeighborsClassifier,closest,-0.068505367155163
Encoded,encoded,GNN,KMeans,4,60,MedicalAppointments,KNeighborsClassifier,closest,-0.00541074800953716
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,KNeighborsClassifier,closest,-0.04560385795875222
Original,original,,KMeans,1,60,MedicalAppointments,KNeighborsClassifier,closest,-0.04950444735099656
Decoded,decoded,MLP,Agglo,4,60,MedicalAppointments,LogisticRegression,centroid,0.1984055838361779
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MedicalAppointments,LogisticRegression,centroid,0.1579930841508248
Encoded,encoded,MLP,Agglo,2,60,MedicalAppointments,LogisticRegression,centroid,0.1326228403922781
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,LogisticRegression,centroid,0.0858274453771388
Original,original,,Agglo,1,60,MedicalAppointments,LogisticRegression,centroid,0.0963452379792121
Decoded,decoded,GNN,Agglo,4,60,MedicalAppointments,LogisticRegression,centroid,0.1268740065837784
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,LogisticRegression,centroid,0.1101082223749041
Encoded,encoded,GNN,Agglo,1,60,MedicalAppointments,LogisticRegression,centroid,0.0978078635828871
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,MedicalAppointments,LogisticRegression,centroid,0.1167105816615216
Original,original,,Agglo,0,60,MedicalAppointments,LogisticRegression,centroid,0.0963452379792121
Decoded,decoded,MLP,Agglo,4,60,MedicalAppointments,LogisticRegression,closest,0.1715935390091574
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,MedicalAppointments,LogisticRegression,closest,0.1236548980463711
Encoded,encoded,MLP,Agglo,2,60,MedicalAppointments,LogisticRegression,closest,0.1295756569737687
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,LogisticRegression,closest,0.0949567953999232
Original,original,,Agglo,3,60,MedicalAppointments,LogisticRegression,closest,0.1345446575145755
Decoded,decoded,GNN,Agglo,0,60,MedicalAppointments,LogisticRegression,closest,0.1096901891127224
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,LogisticRegression,closest,0.1313238661864449
Encoded,encoded,GNN,Agglo,4,60,MedicalAppointments,LogisticRegression,closest,0.1528875672125896
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,MedicalAppointments,LogisticRegression,closest,0.1310882053689017
Original,original,,Agglo,3,60,MedicalAppointments,LogisticRegression,closest,0.1345446575145755
Decoded,decoded,MLP,KIP,4,60,MedicalAppointments,LogisticRegression,centroid,0.1736942928783665
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,MedicalAppointments,LogisticRegression,centroid,0.1467494337935087
Encoded,encoded,MLP,KIP,3,60,MedicalAppointments,LogisticRegression,centroid,0.16902276766767235
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MedicalAppointments,LogisticRegression,centroid,0.13864385157701675
Original,original,,KIP,2,60,MedicalAppointments,LogisticRegression,centroid,0.16400746233546243
Decoded,decoded,GNN,KIP,3,60,MedicalAppointments,LogisticRegression,centroid,0.16557893645242328
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,MedicalAppointments,LogisticRegression,centroid,0.17893631219077394
Encoded,encoded,GNN,KIP,0,60,MedicalAppointments,LogisticRegression,centroid,0.12402007765658477
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,MedicalAppointments,LogisticRegression,centroid,0.14268375531297336
Original,original,,KIP,2,60,MedicalAppointments,LogisticRegression,centroid,0.16400746233546243
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,LogisticRegression,centroid,0.10404009304991295
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MedicalAppointments,LogisticRegression,centroid,0.11977835121987945
Encoded,encoded,MLP,KMeans,4,60,MedicalAppointments,LogisticRegression,centroid,0.12402871598229788
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,MedicalAppointments,LogisticRegression,centroid,0.08709810662905246
Original,original,,KMeans,0,60,MedicalAppointments,LogisticRegression,centroid,0.05372640333001838
Decoded,decoded,GNN,KMeans,3,60,MedicalAppointments,LogisticRegression,centroid,0.10217742602153974
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MedicalAppointments,LogisticRegression,centroid,0.11011551446803858
Encoded,encoded,GNN,KMeans,1,60,MedicalAppointments,LogisticRegression,centroid,0.07432095713209821
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,LogisticRegression,centroid,0.08673892897241846
Original,original,,KMeans,0,60,MedicalAppointments,LogisticRegression,centroid,0.05372640333001838
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,LogisticRegression,closest,0.12654361867176894
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,MedicalAppointments,LogisticRegression,closest,0.10718347600477145
Encoded,encoded,MLP,KMeans,3,60,MedicalAppointments,LogisticRegression,closest,0.14050757034959194
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,LogisticRegression,closest,0.08751235361210674
Original,original,,KMeans,4,60,MedicalAppointments,LogisticRegression,closest,0.145419173703478
Decoded,decoded,GNN,KMeans,3,60,MedicalAppointments,LogisticRegression,closest,0.12943878999493963
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,LogisticRegression,closest,0.12776847996949653
Encoded,encoded,GNN,KMeans,1,60,MedicalAppointments,LogisticRegression,closest,0.12528727516425955
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,LogisticRegression,closest,0.11165927863108896
Original,original,,KMeans,4,60,MedicalAppointments,LogisticRegression,closest,0.145419173703478
Decoded,decoded,MLP,Agglo,4,60,MedicalAppointments,MLPClassifier,centroid,0.0825782958555279
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MedicalAppointments,MLPClassifier,centroid,0.0485150936170814
Encoded,encoded,MLP,Agglo,2,60,MedicalAppointments,MLPClassifier,centroid,0.0410103903213343
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,MLPClassifier,centroid,-0.0555695446635964
Original,original,,Agglo,1,60,MedicalAppointments,MLPClassifier,centroid,0.0118135850080267
Decoded,decoded,GNN,Agglo,3,60,MedicalAppointments,MLPClassifier,centroid,0.0101142433315104
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,MedicalAppointments,MLPClassifier,centroid,-0.014831606998589
Encoded,encoded,GNN,Agglo,1,60,MedicalAppointments,MLPClassifier,centroid,-0.0066441564185611
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,MLPClassifier,centroid,0.0033292500900228
Original,original,,Agglo,4,60,MedicalAppointments,MLPClassifier,centroid,0.0118135850080267
Decoded,decoded,MLP,Agglo,4,60,MedicalAppointments,MLPClassifier,closest,0.0796579217796859
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,MedicalAppointments,MLPClassifier,closest,0.0302059125772959
Encoded,encoded,MLP,Agglo,1,60,MedicalAppointments,MLPClassifier,closest,0.0124487299190296
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,MLPClassifier,closest,-0.0449228482958861
Original,original,,Agglo,3,60,MedicalAppointments,MLPClassifier,closest,0.0326078621309172
Decoded,decoded,GNN,Agglo,0,60,MedicalAppointments,MLPClassifier,closest,0.0045332591240706
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MedicalAppointments,MLPClassifier,closest,0.0540849653499646
Encoded,encoded,GNN,Agglo,3,60,MedicalAppointments,MLPClassifier,closest,0.0437577723287247
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,MLPClassifier,closest,0.0379650994215761
Original,original,,Agglo,1,60,MedicalAppointments,MLPClassifier,closest,0.0326078621309172
Decoded,decoded,MLP,KIP,4,60,MedicalAppointments,MLPClassifier,centroid,0.07976173278313195
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,MedicalAppointments,MLPClassifier,centroid,0.05450169102702366
Encoded,encoded,MLP,KIP,3,60,MedicalAppointments,MLPClassifier,centroid,0.07274414993234403
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,MedicalAppointments,MLPClassifier,centroid,0.024528935504537518
Original,original,,KIP,0,60,MedicalAppointments,MLPClassifier,centroid,0.02289956301178962
Decoded,decoded,GNN,KIP,3,60,MedicalAppointments,MLPClassifier,centroid,0.07430960599342262
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,MedicalAppointments,MLPClassifier,centroid,0.09023359288448556
Encoded,encoded,GNN,KIP,1,60,MedicalAppointments,MLPClassifier,centroid,0.03970395737286296
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,MedicalAppointments,MLPClassifier,centroid,0.042077282453016576
Original,original,,KIP,0,60,MedicalAppointments,MLPClassifier,centroid,0.02289956301178962
Decoded,decoded,MLP,KMeans,1,60,MedicalAppointments,MLPClassifier,centroid,-0.0003061053275013596
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MedicalAppointments,MLPClassifier,centroid,0.02650136033239068
Encoded,encoded,MLP,KMeans,4,60,MedicalAppointments,MLPClassifier,centroid,0.029817764086578803
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,MLPClassifier,centroid,-0.07258241219982602
Original,original,,KMeans,2,60,MedicalAppointments,MLPClassifier,centroid,0.0020966481072580805
Decoded,decoded,GNN,KMeans,2,60,MedicalAppointments,MLPClassifier,centroid,-0.015705457320492177
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MedicalAppointments,MLPClassifier,centroid,0.02303570264688912
Encoded,encoded,GNN,KMeans,0,60,MedicalAppointments,MLPClassifier,centroid,-0.039647811792195245
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,MedicalAppointments,MLPClassifier,centroid,-0.03539926845240176
Original,original,,KMeans,3,60,MedicalAppointments,MLPClassifier,centroid,0.0020966481072580805
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,MLPClassifier,closest,0.020809834587269836
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,MedicalAppointments,MLPClassifier,closest,0.00822236424122344
Encoded,encoded,MLP,KMeans,3,60,MedicalAppointments,MLPClassifier,closest,0.0273115464206287
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,MLPClassifier,closest,-0.04830343644212276
Original,original,,KMeans,4,60,MedicalAppointments,MLPClassifier,closest,0.03291267494364762
Decoded,decoded,GNN,KMeans,3,60,MedicalAppointments,MLPClassifier,closest,0.026577918189016725
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,MLPClassifier,closest,0.022225800281405823
Encoded,encoded,GNN,KMeans,1,60,MedicalAppointments,MLPClassifier,closest,0.01767337410902198
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,MLPClassifier,closest,-0.0076942143334685405
Original,original,,KMeans,4,60,MedicalAppointments,MLPClassifier,closest,0.03291267494364762
Decoded,decoded,MLP,Agglo,3,60,MedicalAppointments,XGBClassifier,centroid,0.2422609343958856
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,MedicalAppointments,XGBClassifier,centroid,0.1668362978561436
Encoded,encoded,MLP,Agglo,2,60,MedicalAppointments,XGBClassifier,centroid,0.1824085873412441
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,XGBClassifier,centroid,0.131782620988731
Original,original,,Agglo,4,60,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,0,60,MedicalAppointments,XGBClassifier,centroid,0.1481679565552646
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,MedicalAppointments,XGBClassifier,centroid,0.1678953124871164
Encoded,encoded,GNN,Agglo,3,60,MedicalAppointments,XGBClassifier,centroid,0.1822538512464136
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,MedicalAppointments,XGBClassifier,centroid,0.1764986925564691
Original,original,,Agglo,4,60,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,4,60,MedicalAppointments,XGBClassifier,closest,0.2013646566534394
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,MedicalAppointments,XGBClassifier,closest,0.1618436483193678
Encoded,encoded,MLP,Agglo,2,60,MedicalAppointments,XGBClassifier,closest,0.1939719019998526
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MedicalAppointments,XGBClassifier,closest,0.1485311574791861
Original,original,,Agglo,3,60,MedicalAppointments,XGBClassifier,closest,0.1963381606739179
Decoded,decoded,GNN,Agglo,0,60,MedicalAppointments,XGBClassifier,closest,0.157351912836034
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,MedicalAppointments,XGBClassifier,closest,0.1631224985882908
Encoded,encoded,GNN,Agglo,2,60,MedicalAppointments,XGBClassifier,closest,0.182794662874801
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,MedicalAppointments,XGBClassifier,closest,0.1964024622655387
Original,original,,Agglo,3,60,MedicalAppointments,XGBClassifier,closest,0.1963381606739179
Decoded,decoded,MLP,KIP,0,60,MedicalAppointments,XGBClassifier,centroid,0.20371837418977998
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,MedicalAppointments,XGBClassifier,centroid,0.21314674301466613
Encoded,encoded,MLP,KIP,3,60,MedicalAppointments,XGBClassifier,centroid,0.22877616582708873
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,MedicalAppointments,XGBClassifier,centroid,0.21706243731093527
Original,original,,KIP,4,60,MedicalAppointments,XGBClassifier,centroid,0.24590982030930203
Decoded,decoded,GNN,KIP,3,60,MedicalAppointments,XGBClassifier,centroid,0.2259358973642865
Decoded-FT,decoded,GNN-MultiHead,KIP,0,60,MedicalAppointments,XGBClassifier,centroid,0.20986557975033157
Encoded,encoded,GNN,KIP,2,60,MedicalAppointments,XGBClassifier,centroid,0.225063151211543
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,MedicalAppointments,XGBClassifier,centroid,0.21365104836197846
Original,original,,KIP,4,60,MedicalAppointments,XGBClassifier,centroid,0.24590982030930203
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,XGBClassifier,centroid,0.18432117069060308
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,MedicalAppointments,XGBClassifier,centroid,0.15483434925858336
Encoded,encoded,MLP,KMeans,3,60,MedicalAppointments,XGBClassifier,centroid,0.19460899977577564
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,XGBClassifier,centroid,0.12941190708546352
Original,original,,KMeans,4,60,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,1,60,MedicalAppointments,XGBClassifier,centroid,0.155121106428909
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,XGBClassifier,centroid,0.1439815572129895
Encoded,encoded,GNN,KMeans,3,60,MedicalAppointments,XGBClassifier,centroid,0.1792901795843045
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,XGBClassifier,centroid,0.16382566674832372
Original,original,,KMeans,4,60,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,2,60,MedicalAppointments,XGBClassifier,closest,0.18707781383631944
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,MedicalAppointments,XGBClassifier,closest,0.13890650588475933
Encoded,encoded,MLP,KMeans,3,60,MedicalAppointments,XGBClassifier,closest,0.19711182784887976
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,MedicalAppointments,XGBClassifier,closest,0.14191156463127858
Original,original,,KMeans,4,60,MedicalAppointments,XGBClassifier,closest,0.19917269718511968
Decoded,decoded,GNN,KMeans,1,60,MedicalAppointments,XGBClassifier,closest,0.1763189007845725
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,MedicalAppointments,XGBClassifier,closest,0.1558511788536469
Encoded,encoded,GNN,KMeans,3,60,MedicalAppointments,XGBClassifier,closest,0.193497878911924
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,MedicalAppointments,XGBClassifier,closest,0.19172163887534585
Original,original,,KMeans,4,60,MedicalAppointments,XGBClassifier,closest,0.19917269718511968
Decoded,decoded,MLP,Agglo,4,60,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MiniBooNE,GaussianNB,centroid,-0.0427350427350427
Encoded,encoded,MLP,Agglo,1,60,MiniBooNE,GaussianNB,centroid,-0.4277141298417892
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,GaussianNB,centroid,-0.4384433533369702
Original,original,,Agglo,2,60,MiniBooNE,GaussianNB,centroid,-0.2300418257865066
Decoded,decoded,GNN,Agglo,3,60,MiniBooNE,GaussianNB,centroid,-0.0425531914893616
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Encoded,encoded,GNN,Agglo,1,60,MiniBooNE,GaussianNB,centroid,-0.392798690671031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,GaussianNB,centroid,-0.432624113475177
Original,original,,Agglo,2,60,MiniBooNE,GaussianNB,centroid,-0.2300418257865066
Decoded,decoded,MLP,Agglo,4,60,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,60,MiniBooNE,GaussianNB,closest,-0.4318967084924529
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,GaussianNB,closest,-0.4375340971085653
Original,original,,Agglo,2,60,MiniBooNE,GaussianNB,closest,-0.1903982542280412
Decoded,decoded,GNN,Agglo,3,60,MiniBooNE,GaussianNB,closest,-0.0427350427350427
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,GaussianNB,closest,-0.0056373886161118
Encoded,encoded,GNN,Agglo,1,60,MiniBooNE,GaussianNB,closest,-0.3571558465175487
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,GaussianNB,closest,-0.4335333697035824
Original,original,,Agglo,2,60,MiniBooNE,GaussianNB,closest,-0.1903982542280412
Decoded,decoded,MLP,KIP,3,60,MiniBooNE,GaussianNB,centroid,-0.23429714493544268
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,MiniBooNE,GaussianNB,centroid,-0.27215857428623375
Encoded,encoded,MLP,KIP,1,60,MiniBooNE,GaussianNB,centroid,-0.3462811420258228
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MiniBooNE,GaussianNB,centroid,-0.43036915802873227
Original,original,,KIP,4,60,MiniBooNE,GaussianNB,centroid,-0.10703764320785587
Decoded,decoded,GNN,KIP,2,60,MiniBooNE,GaussianNB,centroid,-0.2198945262775049
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,MiniBooNE,GaussianNB,centroid,-0.2152391343880704
Encoded,encoded,GNN,KIP,1,60,MiniBooNE,GaussianNB,centroid,-0.367266775777414
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MiniBooNE,GaussianNB,centroid,-0.41472995090016357
Original,original,,KIP,4,60,MiniBooNE,GaussianNB,centroid,-0.10703764320785587
Decoded,decoded,MLP,KMeans,4,60,MiniBooNE,GaussianNB,centroid,-0.0386252045826512
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MiniBooNE,GaussianNB,centroid,-0.042989634478996036
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,GaussianNB,centroid,-0.4175304600836515
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,GaussianNB,centroid,-0.43753409710856495
Original,original,,KMeans,2,60,MiniBooNE,GaussianNB,centroid,-0.2630296417530459
Decoded,decoded,GNN,KMeans,3,60,MiniBooNE,GaussianNB,centroid,-0.038297872340425324
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MiniBooNE,GaussianNB,centroid,-0.028405164575377218
Encoded,encoded,GNN,KMeans,1,60,MiniBooNE,GaussianNB,centroid,-0.40607383160574645
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,GaussianNB,centroid,-0.4334242589561737
Original,original,,KMeans,2,60,MiniBooNE,GaussianNB,centroid,-0.2630296417530459
Decoded,decoded,MLP,KMeans,4,60,MiniBooNE,GaussianNB,closest,-0.0397890525550098
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MiniBooNE,GaussianNB,closest,-0.043026004728132214
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,GaussianNB,closest,-0.41578468812511354
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,GaussianNB,closest,-0.4377523186033822
Original,original,,KMeans,2,60,MiniBooNE,GaussianNB,closest,-0.26182942353155114
Decoded,decoded,GNN,KMeans,3,60,MiniBooNE,GaussianNB,closest,-0.04069830878341496
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MiniBooNE,GaussianNB,closest,-0.025386433897072097
Encoded,encoded,GNN,KMeans,1,60,MiniBooNE,GaussianNB,closest,-0.39403527914166203
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,GaussianNB,closest,-0.43189670849245304
Original,original,,KMeans,2,60,MiniBooNE,GaussianNB,closest,-0.26182942353155114
Decoded,decoded,MLP,Agglo,4,60,MiniBooNE,KNeighborsClassifier,centroid,0.27519818799547
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MiniBooNE,KNeighborsClassifier,centroid,0.2677854421908782
Encoded,encoded,MLP,Agglo,0,60,MiniBooNE,KNeighborsClassifier,centroid,0.2250591990116338
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,MiniBooNE,KNeighborsClassifier,centroid,0.2400906002265006
Original,original,,Agglo,2,60,MiniBooNE,KNeighborsClassifier,centroid,0.2532688149902192
Decoded,decoded,GNN,Agglo,3,60,MiniBooNE,KNeighborsClassifier,centroid,0.2674765777823535
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,KNeighborsClassifier,centroid,0.304643261608154
Encoded,encoded,GNN,Agglo,2,60,MiniBooNE,KNeighborsClassifier,centroid,0.2618140636260682
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,KNeighborsClassifier,centroid,0.1985998146813549
Original,original,,Agglo,1,60,MiniBooNE,KNeighborsClassifier,centroid,0.2532688149902192
Decoded,decoded,MLP,Agglo,2,60,MiniBooNE,KNeighborsClassifier,closest,0.24204674148049
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,MiniBooNE,KNeighborsClassifier,closest,0.2624317924431175
Encoded,encoded,MLP,Agglo,3,60,MiniBooNE,KNeighborsClassifier,closest,0.2472974364254093
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,KNeighborsClassifier,closest,0.1888191084114074
Original,original,,Agglo,1,60,MiniBooNE,KNeighborsClassifier,closest,0.2402965098321836
Decoded,decoded,GNN,Agglo,3,60,MiniBooNE,KNeighborsClassifier,closest,0.2809636569545969
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,KNeighborsClassifier,closest,0.3004221146916504
Encoded,encoded,GNN,Agglo,1,60,MiniBooNE,KNeighborsClassifier,closest,0.2315453515906518
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,KNeighborsClassifier,closest,0.1958200350046329
Original,original,,Agglo,2,60,MiniBooNE,KNeighborsClassifier,closest,0.2402965098321836
Decoded,decoded,MLP,KIP,2,60,MiniBooNE,KNeighborsClassifier,centroid,0.2984865643982292
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,MiniBooNE,KNeighborsClassifier,centroid,0.29136209204159375
Encoded,encoded,MLP,KIP,3,60,MiniBooNE,KNeighborsClassifier,centroid,0.3102440028827345
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MiniBooNE,KNeighborsClassifier,centroid,0.23817564089364765
Original,original,,KIP,4,60,MiniBooNE,KNeighborsClassifier,centroid,0.3993204983012458
Decoded,decoded,GNN,KIP,2,60,MiniBooNE,KNeighborsClassifier,centroid,0.3052815813857716
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,MiniBooNE,KNeighborsClassifier,centroid,0.2903531349737465
Encoded,encoded,GNN,KIP,3,60,MiniBooNE,KNeighborsClassifier,centroid,0.31868629671574183
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MiniBooNE,KNeighborsClassifier,centroid,0.2594255122001442
Original,original,,KIP,4,60,MiniBooNE,KNeighborsClassifier,centroid,0.3993204983012458
Decoded,decoded,MLP,KMeans,3,60,MiniBooNE,KNeighborsClassifier,centroid,0.2610316071244723
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,MiniBooNE,KNeighborsClassifier,centroid,0.2555338206527334
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,KNeighborsClassifier,centroid,0.22783897868835576
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,KNeighborsClassifier,centroid,0.22106455266138164
Original,original,,KMeans,4,60,MiniBooNE,KNeighborsClassifier,centroid,0.29175332029239165
Decoded,decoded,GNN,KMeans,2,60,MiniBooNE,KNeighborsClassifier,centroid,0.2546690003088644
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,MiniBooNE,KNeighborsClassifier,centroid,0.27639246370843196
Encoded,encoded,GNN,KMeans,1,60,MiniBooNE,KNeighborsClassifier,centroid,0.23897868835581176
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,KNeighborsClassifier,centroid,0.20949243282199115
Original,original,,KMeans,4,60,MiniBooNE,KNeighborsClassifier,centroid,0.29175332029239165
Decoded,decoded,MLP,KMeans,4,60,MiniBooNE,KNeighborsClassifier,closest,0.26928858231236485
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MiniBooNE,KNeighborsClassifier,closest,0.2614228353752702
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,KNeighborsClassifier,closest,0.22186760012354573
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,KNeighborsClassifier,closest,0.19748790281066608
Original,original,,KMeans,2,60,MiniBooNE,KNeighborsClassifier,closest,0.2609080613610625
Decoded,decoded,GNN,KMeans,2,60,MiniBooNE,KNeighborsClassifier,closest,0.2562750952331926
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MiniBooNE,KNeighborsClassifier,closest,0.2786780603315145
Encoded,encoded,GNN,KMeans,1,60,MiniBooNE,KNeighborsClassifier,closest,0.2473180273859775
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,KNeighborsClassifier,closest,0.19964995367033872
Original,original,,KMeans,3,60,MiniBooNE,KNeighborsClassifier,closest,0.2609080613610625
Decoded,decoded,MLP,Agglo,3,60,MiniBooNE,LogisticRegression,centroid,0.1813060713540579
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,MiniBooNE,LogisticRegression,centroid,0.1863133736699353
Encoded,encoded,MLP,Agglo,1,60,MiniBooNE,LogisticRegression,centroid,0.1790110577926142
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,LogisticRegression,centroid,0.1692050907573544
Original,original,,Agglo,2,60,MiniBooNE,LogisticRegression,centroid,0.1803672021698309
Decoded,decoded,GNN,Agglo,1,60,MiniBooNE,LogisticRegression,centroid,0.180158564573336
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,LogisticRegression,centroid,0.1964322970999373
Encoded,encoded,GNN,Agglo,3,60,MiniBooNE,LogisticRegression,centroid,0.1860004172751929
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,LogisticRegression,centroid,0.17755059461715
Original,original,,Agglo,2,60,MiniBooNE,LogisticRegression,centroid,0.1803672021698309
Decoded,decoded,MLP,Agglo,4,60,MiniBooNE,LogisticRegression,closest,0.1916336323805549
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,MiniBooNE,LogisticRegression,closest,0.1838097225119966
Encoded,encoded,MLP,Agglo,3,60,MiniBooNE,LogisticRegression,closest,0.1885040684331316
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,LogisticRegression,closest,0.1699353223450865
Original,original,,Agglo,1,60,MiniBooNE,LogisticRegression,closest,0.1812017525558105
Decoded,decoded,GNN,Agglo,2,60,MiniBooNE,LogisticRegression,closest,0.195180471520968
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,MiniBooNE,LogisticRegression,closest,0.1951804715209681
Encoded,encoded,GNN,Agglo,4,60,MiniBooNE,LogisticRegression,closest,0.2018568746088045
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,LogisticRegression,closest,0.1781765074066346
Original,original,,Agglo,1,60,MiniBooNE,LogisticRegression,closest,0.1812017525558105
Decoded,decoded,MLP,KIP,3,60,MiniBooNE,LogisticRegression,centroid,0.21414562904235335
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,MiniBooNE,LogisticRegression,centroid,0.21022324222824942
Encoded,encoded,MLP,KIP,1,60,MiniBooNE,LogisticRegression,centroid,0.20892968912998117
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MiniBooNE,LogisticRegression,centroid,0.17942833298560393
Original,original,,KIP,4,60,MiniBooNE,LogisticRegression,centroid,0.22361777592322127
Decoded,decoded,GNN,KIP,2,60,MiniBooNE,LogisticRegression,centroid,0.21358230753181714
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,MiniBooNE,LogisticRegression,centroid,0.21155852284581672
Encoded,encoded,GNN,KIP,4,60,MiniBooNE,LogisticRegression,centroid,0.23073231796369695
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MiniBooNE,LogisticRegression,centroid,0.17880242019611925
Original,original,,KIP,3,60,MiniBooNE,LogisticRegression,centroid,0.22361777592322127
Decoded,decoded,MLP,KMeans,2,60,MiniBooNE,LogisticRegression,centroid,0.18462340913832667
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,MiniBooNE,LogisticRegression,centroid,0.18556227832255368
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,LogisticRegression,centroid,0.18249530565407873
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,LogisticRegression,centroid,0.17237638222407675
Original,original,,KMeans,3,60,MiniBooNE,LogisticRegression,centroid,0.18531191320675977
Decoded,decoded,GNN,KMeans,0,60,MiniBooNE,LogisticRegression,centroid,0.17704986438556222
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MiniBooNE,LogisticRegression,centroid,0.18865011475067806
Encoded,encoded,GNN,KMeans,2,60,MiniBooNE,LogisticRegression,centroid,0.18211975798038796
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,MiniBooNE,LogisticRegression,centroid,0.17871896515752128
Original,original,,KMeans,3,60,MiniBooNE,LogisticRegression,centroid,0.18531191320675977
Decoded,decoded,MLP,KMeans,1,60,MiniBooNE,LogisticRegression,closest,0.18383058627164608
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,MiniBooNE,LogisticRegression,closest,0.1859169622365949
Encoded,encoded,MLP,KMeans,2,60,MiniBooNE,LogisticRegression,closest,0.184852910494471
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,LogisticRegression,closest,0.1725850198205716
Original,original,,KMeans,3,60,MiniBooNE,LogisticRegression,closest,0.18554141456290416
Decoded,decoded,GNN,KMeans,0,60,MiniBooNE,LogisticRegression,closest,0.17928228666805748
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,MiniBooNE,LogisticRegression,closest,0.18610473607344036
Encoded,encoded,GNN,KMeans,4,60,MiniBooNE,LogisticRegression,closest,0.19086167327352385
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,MiniBooNE,LogisticRegression,closest,0.17930315042770695
Original,original,,KMeans,2,60,MiniBooNE,LogisticRegression,closest,0.18554141456290416
Decoded,decoded,MLP,Agglo,2,60,MiniBooNE,MLPClassifier,centroid,0.2315974941268598
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,MiniBooNE,MLPClassifier,centroid,0.2388410336726703
Encoded,encoded,MLP,Agglo,1,60,MiniBooNE,MLPClassifier,centroid,0.2288566953797964
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,MLPClassifier,centroid,0.2267032106499608
Original,original,,Agglo,3,60,MiniBooNE,MLPClassifier,centroid,0.2316953797963978
Decoded,decoded,GNN,Agglo,1,60,MiniBooNE,MLPClassifier,centroid,0.2315974941268598
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,MLPClassifier,centroid,0.2445184025058731
Encoded,encoded,GNN,Agglo,3,60,MiniBooNE,MLPClassifier,centroid,0.2353171495693031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,MLPClassifier,centroid,0.2277799530148786
Original,original,,Agglo,2,60,MiniBooNE,MLPClassifier,centroid,0.2316953797963978
Decoded,decoded,MLP,Agglo,4,60,MiniBooNE,MLPClassifier,closest,0.2403093187157399
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MiniBooNE,MLPClassifier,closest,0.2349256068911511
Encoded,encoded,MLP,Agglo,2,60,MiniBooNE,MLPClassifier,closest,0.2314017227877839
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,MLPClassifier,closest,0.2280736100234926
Original,original,,Agglo,1,60,MiniBooNE,MLPClassifier,closest,0.231010180109632
Decoded,decoded,GNN,Agglo,3,60,MiniBooNE,MLPClassifier,closest,0.2411902897415818
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,MiniBooNE,MLPClassifier,closest,0.2452036021926391
Encoded,encoded,GNN,Agglo,2,60,MiniBooNE,MLPClassifier,closest,0.2328700078308536
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,MLPClassifier,closest,0.2280736100234925
Original,original,,Agglo,1,60,MiniBooNE,MLPClassifier,closest,0.231010180109632
Decoded,decoded,MLP,KIP,3,60,MiniBooNE,MLPClassifier,centroid,0.26135473766640566
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,MiniBooNE,MLPClassifier,centroid,0.2596123727486297
Encoded,encoded,MLP,KIP,2,60,MiniBooNE,MLPClassifier,centroid,0.2611589663273297
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MiniBooNE,MLPClassifier,centroid,0.2305011746280344
Original,original,,KIP,4,60,MiniBooNE,MLPClassifier,centroid,0.29978465152701644
Decoded,decoded,GNN,KIP,3,60,MiniBooNE,MLPClassifier,centroid,0.26284259984338304
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,MiniBooNE,MLPClassifier,centroid,0.2588292873923258
Encoded,encoded,GNN,KIP,1,60,MiniBooNE,MLPClassifier,centroid,0.2577329678935004
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MiniBooNE,MLPClassifier,centroid,0.23841033672670325
Original,original,,KIP,4,60,MiniBooNE,MLPClassifier,centroid,0.29978465152701644
Decoded,decoded,MLP,KMeans,2,60,MiniBooNE,MLPClassifier,centroid,0.23394675019577135
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,MiniBooNE,MLPClassifier,centroid,0.2390172278778387
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,MLPClassifier,centroid,0.23169537979639782
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,MLPClassifier,centroid,0.2260767423649178
Original,original,,KMeans,3,60,MiniBooNE,MLPClassifier,centroid,0.2369224745497259
Decoded,decoded,GNN,KMeans,2,60,MiniBooNE,MLPClassifier,centroid,0.23097102584181678
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MiniBooNE,MLPClassifier,centroid,0.2406029757243539
Encoded,encoded,GNN,KMeans,1,60,MiniBooNE,MLPClassifier,centroid,0.230814408770556
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,MLPClassifier,centroid,0.22805403288958495
Original,original,,KMeans,3,60,MiniBooNE,MLPClassifier,centroid,0.2369224745497259
Decoded,decoded,MLP,KMeans,2,60,MiniBooNE,MLPClassifier,closest,0.2336139389193422
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,MiniBooNE,MLPClassifier,closest,0.23696162881754113
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,MLPClassifier,closest,0.2331832419733751
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,MLPClassifier,closest,0.22715348472983554
Original,original,,KMeans,3,60,MiniBooNE,MLPClassifier,closest,0.23631558339859046
Decoded,decoded,GNN,KMeans,2,60,MiniBooNE,MLPClassifier,closest,0.2316758026624902
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,MiniBooNE,MLPClassifier,closest,0.2388997650743931
Encoded,encoded,GNN,KMeans,1,60,MiniBooNE,MLPClassifier,closest,0.2296202036021926
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,MLPClassifier,closest,0.22842599843382927
Original,original,,KMeans,3,60,MiniBooNE,MLPClassifier,closest,0.23631558339859046
Decoded,decoded,MLP,Agglo,4,60,MiniBooNE,XGBClassifier,centroid,0.2805804440981691
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,MiniBooNE,XGBClassifier,centroid,0.2627580833657967
Encoded,encoded,MLP,Agglo,1,60,MiniBooNE,XGBClassifier,centroid,0.2420140241527074
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,MiniBooNE,XGBClassifier,centroid,0.240066225165563
Original,original,,Agglo,2,60,MiniBooNE,XGBClassifier,centroid,0.2488313206077133
Decoded,decoded,GNN,Agglo,0,60,MiniBooNE,XGBClassifier,centroid,0.243961823139852
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MiniBooNE,XGBClassifier,centroid,0.2741527074405921
Encoded,encoded,GNN,Agglo,4,60,MiniBooNE,XGBClassifier,centroid,0.3263537202960655
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,MiniBooNE,XGBClassifier,centroid,0.283989092325672
Original,original,,Agglo,1,60,MiniBooNE,XGBClassifier,centroid,0.2488313206077133
Decoded,decoded,MLP,Agglo,3,60,MiniBooNE,XGBClassifier,closest,0.2806778340475264
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,MiniBooNE,XGBClassifier,closest,0.2494156603038567
Encoded,encoded,MLP,Agglo,4,60,MiniBooNE,XGBClassifier,closest,0.2857421114141022
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,MiniBooNE,XGBClassifier,closest,0.2610050642773666
Original,original,,Agglo,0,60,MiniBooNE,XGBClassifier,closest,0.2480522010128555
Decoded,decoded,GNN,Agglo,4,60,MiniBooNE,XGBClassifier,closest,0.2702571094663031
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,MiniBooNE,XGBClassifier,closest,0.2664589014413712
Encoded,encoded,GNN,Agglo,3,60,MiniBooNE,XGBClassifier,closest,0.2687962602259447
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,MiniBooNE,XGBClassifier,closest,0.2379236462797039
Original,original,,Agglo,1,60,MiniBooNE,XGBClassifier,closest,0.2480522010128555
Decoded,decoded,MLP,KIP,2,60,MiniBooNE,XGBClassifier,centroid,0.2871640046747176
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,MiniBooNE,XGBClassifier,centroid,0.28034670821971175
Encoded,encoded,MLP,KIP,3,60,MiniBooNE,XGBClassifier,centroid,0.2935138293728087
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,MiniBooNE,XGBClassifier,centroid,0.2553759252045189
Original,original,,KIP,4,60,MiniBooNE,XGBClassifier,centroid,0.3692637319828594
Decoded,decoded,GNN,KIP,2,60,MiniBooNE,XGBClassifier,centroid,0.27522399688352167
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,MiniBooNE,XGBClassifier,centroid,0.2751850409037787
Encoded,encoded,GNN,KIP,3,60,MiniBooNE,XGBClassifier,centroid,0.2802298402804831
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,MiniBooNE,XGBClassifier,centroid,0.2585703155434359
Original,original,,KIP,4,60,MiniBooNE,XGBClassifier,centroid,0.3692637319828594
Decoded,decoded,MLP,KMeans,2,60,MiniBooNE,XGBClassifier,centroid,0.26556291390728487
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MiniBooNE,XGBClassifier,centroid,0.2674717569146864
Encoded,encoded,MLP,KMeans,1,60,MiniBooNE,XGBClassifier,centroid,0.26295286326451117
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,XGBClassifier,centroid,0.251967276977016
Original,original,,KMeans,4,60,MiniBooNE,XGBClassifier,centroid,0.4630112972341255
Decoded,decoded,GNN,KMeans,0,60,MiniBooNE,XGBClassifier,centroid,0.2503311258278146
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,MiniBooNE,XGBClassifier,centroid,0.2577132839890923
Encoded,encoded,GNN,KMeans,3,60,MiniBooNE,XGBClassifier,centroid,0.28767043241137513
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,MiniBooNE,XGBClassifier,centroid,0.2714647448383327
Original,original,,KMeans,4,60,MiniBooNE,XGBClassifier,centroid,0.4630112972341255
Decoded,decoded,MLP,KMeans,2,60,MiniBooNE,XGBClassifier,closest,0.26431632255551235
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,MiniBooNE,XGBClassifier,closest,0.27345149980522016
Encoded,encoded,MLP,KMeans,4,60,MiniBooNE,XGBClassifier,closest,0.27405531749123496
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,MiniBooNE,XGBClassifier,closest,0.23583950136345933
Original,original,,KMeans,1,60,MiniBooNE,XGBClassifier,closest,0.25707051032333467
Decoded,decoded,GNN,KMeans,1,60,MiniBooNE,XGBClassifier,closest,0.2537787300350604
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,MiniBooNE,XGBClassifier,closest,0.2643163225555123
Encoded,encoded,GNN,KMeans,4,60,MiniBooNE,XGBClassifier,closest,0.2652512660693417
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,MiniBooNE,XGBClassifier,closest,0.25364238410596035
Original,original,,KMeans,2,60,MiniBooNE,XGBClassifier,closest,0.25707051032333467
Decoded,decoded,MLP,Agglo,3,60,NumerAI,GaussianNB,centroid,0.0338037977306734
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,GaussianNB,centroid,0.0419090388168841
Encoded,encoded,MLP,Agglo,1,60,NumerAI,GaussianNB,centroid,0.0205525597092711
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,NumerAI,GaussianNB,centroid,0.0182844354102562
Original,original,,Agglo,2,60,NumerAI,GaussianNB,centroid,0.0218558768359564
Decoded,decoded,GNN,Agglo,1,60,NumerAI,GaussianNB,centroid,0.0196201081962859
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,NumerAI,GaussianNB,centroid,0.0372565027918072
Encoded,encoded,GNN,Agglo,0,60,NumerAI,GaussianNB,centroid,0.017954719367901
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,NumerAI,GaussianNB,centroid,0.0323379973101017
Original,original,,Agglo,2,60,NumerAI,GaussianNB,centroid,0.0218558768359564
Decoded,decoded,MLP,Agglo,3,60,NumerAI,GaussianNB,closest,0.0348014800339422
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,GaussianNB,closest,0.0423140040302832
Encoded,encoded,MLP,Agglo,2,60,NumerAI,GaussianNB,closest,0.0325304244309271
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,NumerAI,GaussianNB,closest,0.0171224887676326
Original,original,,Agglo,1,60,NumerAI,GaussianNB,closest,0.0321872763373303
Decoded,decoded,GNN,Agglo,1,60,NumerAI,GaussianNB,closest,0.0308085987242593
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,NumerAI,GaussianNB,closest,0.0341322521991552
Encoded,encoded,GNN,Agglo,0,60,NumerAI,GaussianNB,closest,0.0304055258716705
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,NumerAI,GaussianNB,closest,0.0435558379831915
Original,original,,Agglo,2,60,NumerAI,GaussianNB,closest,0.0321872763373303
Decoded,decoded,MLP,KIP,4,60,NumerAI,GaussianNB,centroid,0.031931488523963304
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,NumerAI,GaussianNB,centroid,0.02549198505420842
Encoded,encoded,MLP,KIP,0,60,NumerAI,GaussianNB,centroid,0.02375591840481544
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,NumerAI,GaussianNB,centroid,0.026124078090977422
Original,original,,KIP,3,60,NumerAI,GaussianNB,centroid,0.02960640045404772
Decoded,decoded,GNN,KIP,3,60,NumerAI,GaussianNB,centroid,0.03186259174842364
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,NumerAI,GaussianNB,centroid,0.0380617431322051
Encoded,encoded,GNN,KIP,0,60,NumerAI,GaussianNB,centroid,0.02774642498720704
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,NumerAI,GaussianNB,centroid,0.02942693043900576
Original,original,,KIP,2,60,NumerAI,GaussianNB,centroid,0.02960640045404772
Decoded,decoded,MLP,KMeans,2,60,NumerAI,GaussianNB,centroid,0.02700197024444434
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,NumerAI,GaussianNB,centroid,0.03652384747527336
Encoded,encoded,MLP,KMeans,0,60,NumerAI,GaussianNB,centroid,0.00695386940105618
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,NumerAI,GaussianNB,centroid,0.01167024106413302
Original,original,,KMeans,3,60,NumerAI,GaussianNB,centroid,0.031634298824476506
Decoded,decoded,GNN,KMeans,2,60,NumerAI,GaussianNB,centroid,0.025523212718089317
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,NumerAI,GaussianNB,centroid,0.027757593626499016
Encoded,encoded,GNN,KMeans,1,60,NumerAI,GaussianNB,centroid,0.01943086469423544
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,NumerAI,GaussianNB,centroid,0.015780522954280903
Original,original,,KMeans,4,60,NumerAI,GaussianNB,centroid,0.031634298824476506
Decoded,decoded,MLP,KMeans,2,60,NumerAI,GaussianNB,closest,0.02382545338831464
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,NumerAI,GaussianNB,closest,0.02750755710579068
Encoded,encoded,MLP,KMeans,0,60,NumerAI,GaussianNB,closest,0.013390033410557662
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,NumerAI,GaussianNB,closest,0.01461053934398084
Original,original,,KMeans,4,60,NumerAI,GaussianNB,closest,0.03215264984501368
Decoded,decoded,GNN,KMeans,2,60,NumerAI,GaussianNB,closest,0.03417139809434812
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,NumerAI,GaussianNB,closest,0.03104821612897702
Encoded,encoded,GNN,KMeans,3,60,NumerAI,GaussianNB,closest,0.0345416403421343
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,60,NumerAI,GaussianNB,closest,0.03712994466922508
Original,original,,KMeans,1,60,NumerAI,GaussianNB,closest,0.03215264984501368
Decoded,decoded,MLP,Agglo,1,60,NumerAI,KNeighborsClassifier,centroid,0.0016744794740716
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,NumerAI,KNeighborsClassifier,centroid,0.0095136875275198
Encoded,encoded,MLP,Agglo,4,60,NumerAI,KNeighborsClassifier,centroid,0.0108410225221702
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,NumerAI,KNeighborsClassifier,centroid,0.0088058438733746
Original,original,,Agglo,0,60,NumerAI,KNeighborsClassifier,centroid,-0.0100324109091072
Decoded,decoded,GNN,Agglo,4,60,NumerAI,KNeighborsClassifier,centroid,0.0055003966362031
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,NumerAI,KNeighborsClassifier,centroid,0.0032481909892257
Encoded,encoded,GNN,Agglo,1,60,NumerAI,KNeighborsClassifier,centroid,-0.0050617864397386
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,NumerAI,KNeighborsClassifier,centroid,-0.0002481230638759
Original,original,,Agglo,0,60,NumerAI,KNeighborsClassifier,centroid,-0.0100324109091072
Decoded,decoded,MLP,Agglo,2,60,NumerAI,KNeighborsClassifier,closest,0.0067032334630723
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,KNeighborsClassifier,closest,0.0126242053370036
Encoded,encoded,MLP,Agglo,1,60,NumerAI,KNeighborsClassifier,closest,0.0038773642549471
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,NumerAI,KNeighborsClassifier,closest,0.0124624982017247
Original,original,,Agglo,0,60,NumerAI,KNeighborsClassifier,closest,-0.0036443525880755
Decoded,decoded,GNN,Agglo,3,60,NumerAI,KNeighborsClassifier,closest,0.0070637427961255
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,NumerAI,KNeighborsClassifier,closest,0.0054141705492769
Encoded,encoded,GNN,Agglo,4,60,NumerAI,KNeighborsClassifier,closest,0.0147529759295568
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,NumerAI,KNeighborsClassifier,closest,0.0056238316906269
Original,original,,Agglo,0,60,NumerAI,KNeighborsClassifier,closest,-0.0036443525880755
Decoded,decoded,MLP,KIP,3,60,NumerAI,KNeighborsClassifier,centroid,0.00429184177820596
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,NumerAI,KNeighborsClassifier,centroid,0.0021728746095383998
Encoded,encoded,MLP,KIP,2,60,NumerAI,KNeighborsClassifier,centroid,0.00377622420635454
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,NumerAI,KNeighborsClassifier,centroid,0.00155240368601146
Original,original,,KIP,4,60,NumerAI,KNeighborsClassifier,centroid,0.005812997525186041
Decoded,decoded,GNN,KIP,2,60,NumerAI,KNeighborsClassifier,centroid,0.007362576367134319
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,NumerAI,KNeighborsClassifier,centroid,0.00815364660980544
Encoded,encoded,GNN,KIP,3,60,NumerAI,KNeighborsClassifier,centroid,0.007369220825616139
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,NumerAI,KNeighborsClassifier,centroid,0.0052956789719633005
Original,original,,KIP,1,60,NumerAI,KNeighborsClassifier,centroid,0.005812997525186041
Decoded,decoded,MLP,KMeans,1,60,NumerAI,KNeighborsClassifier,centroid,0.0032110655520632197
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,NumerAI,KNeighborsClassifier,centroid,0.00726880976903972
Encoded,encoded,MLP,KMeans,2,60,NumerAI,KNeighborsClassifier,centroid,0.00614625318796374
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,60,NumerAI,KNeighborsClassifier,centroid,0.00998021204327458
Original,original,,KMeans,0,60,NumerAI,KNeighborsClassifier,centroid,0.00320920510368832
Decoded,decoded,GNN,KMeans,4,60,NumerAI,KNeighborsClassifier,centroid,0.01115278051413446
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,NumerAI,KNeighborsClassifier,centroid,0.00597819774720966
Encoded,encoded,GNN,KMeans,1,60,NumerAI,KNeighborsClassifier,centroid,0.00349199325667192
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,NumerAI,KNeighborsClassifier,centroid,0.00875563454825296
Original,original,,KMeans,0,60,NumerAI,KNeighborsClassifier,centroid,0.00320920510368832
Decoded,decoded,MLP,KMeans,0,60,NumerAI,KNeighborsClassifier,closest,0.00151235468711678
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,NumerAI,KNeighborsClassifier,closest,0.003194344297689636
Encoded,encoded,MLP,KMeans,3,60,NumerAI,KNeighborsClassifier,closest,0.0035782421245985803
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,NumerAI,KNeighborsClassifier,closest,0.00336829242390872
Original,original,,KMeans,4,60,NumerAI,KNeighborsClassifier,closest,0.00823954616905768
Decoded,decoded,GNN,KMeans,1,60,NumerAI,KNeighborsClassifier,closest,0.0045400255914165395
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,NumerAI,KNeighborsClassifier,closest,0.00448387042516208
Encoded,encoded,GNN,KMeans,3,60,NumerAI,KNeighborsClassifier,closest,0.008566324434024079
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,60,NumerAI,KNeighborsClassifier,closest,0.015273172482510538
Original,original,,KMeans,2,60,NumerAI,KNeighborsClassifier,closest,0.00823954616905768
Decoded,decoded,MLP,Agglo,3,60,NumerAI,LogisticRegression,centroid,0.053339017566459
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,LogisticRegression,centroid,0.055405059722886
Encoded,encoded,MLP,Agglo,2,60,NumerAI,LogisticRegression,centroid,0.0399416964113075
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,NumerAI,LogisticRegression,centroid,0.038262732022134
Original,original,,Agglo,0,60,NumerAI,LogisticRegression,centroid,0.0201829139195372
Decoded,decoded,GNN,Agglo,4,60,NumerAI,LogisticRegression,centroid,0.050806288745805
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,NumerAI,LogisticRegression,centroid,0.0400277906097279
Encoded,encoded,GNN,Agglo,1,60,NumerAI,LogisticRegression,centroid,0.0334236769830203
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,NumerAI,LogisticRegression,centroid,0.0357483296432088
Original,original,,Agglo,0,60,NumerAI,LogisticRegression,centroid,0.0201829139195372
Decoded,decoded,MLP,Agglo,0,60,NumerAI,LogisticRegression,closest,0.0413727255401118
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,LogisticRegression,closest,0.0620066229501483
Encoded,encoded,MLP,Agglo,1,60,NumerAI,LogisticRegression,closest,0.0422879181639484
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,NumerAI,LogisticRegression,closest,0.0438951070258732
Original,original,,Agglo,3,60,NumerAI,LogisticRegression,closest,0.0445642225375083
Decoded,decoded,GNN,Agglo,3,60,NumerAI,LogisticRegression,closest,0.0463147802825411
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,NumerAI,LogisticRegression,closest,0.0440555635852656
Encoded,encoded,GNN,Agglo,0,60,NumerAI,LogisticRegression,closest,0.0363827597223869
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,NumerAI,LogisticRegression,closest,0.0481071645784786
Original,original,,Agglo,2,60,NumerAI,LogisticRegression,closest,0.0445642225375083
Decoded,decoded,MLP,KIP,4,60,NumerAI,LogisticRegression,centroid,0.04525540264777365
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,NumerAI,LogisticRegression,centroid,0.04488829815160526
Encoded,encoded,MLP,KIP,0,60,NumerAI,LogisticRegression,centroid,0.03913283358377648
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,NumerAI,LogisticRegression,centroid,0.04149820519282454
Original,original,,KIP,1,60,NumerAI,LogisticRegression,centroid,0.04000781733864282
Decoded,decoded,GNN,KIP,3,60,NumerAI,LogisticRegression,centroid,0.04911605159108302
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,NumerAI,LogisticRegression,centroid,0.05087098144945094
Encoded,encoded,GNN,KIP,2,60,NumerAI,LogisticRegression,centroid,0.048364193834584145
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,NumerAI,LogisticRegression,centroid,0.04475843909870192
Original,original,,KIP,0,60,NumerAI,LogisticRegression,centroid,0.04000781733864282
Decoded,decoded,MLP,KMeans,4,60,NumerAI,LogisticRegression,centroid,0.0461019603791074
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,NumerAI,LogisticRegression,centroid,0.04512654189408184
Encoded,encoded,MLP,KMeans,1,60,NumerAI,LogisticRegression,centroid,0.031285043171522184
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,NumerAI,LogisticRegression,centroid,0.03895131072496522
Original,original,,KMeans,0,60,NumerAI,LogisticRegression,centroid,0.02427771867935502
Decoded,decoded,GNN,KMeans,3,60,NumerAI,LogisticRegression,centroid,0.048240820083127654
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,NumerAI,LogisticRegression,centroid,0.052055736720953615
Encoded,encoded,GNN,KMeans,2,60,NumerAI,LogisticRegression,centroid,0.03354368420720878
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,NumerAI,LogisticRegression,centroid,0.0282586663210753
Original,original,,KMeans,0,60,NumerAI,LogisticRegression,centroid,0.02427771867935502
Decoded,decoded,MLP,KMeans,2,60,NumerAI,LogisticRegression,closest,0.04346612983915972
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,NumerAI,LogisticRegression,closest,0.04890072500933716
Encoded,encoded,MLP,KMeans,0,60,NumerAI,LogisticRegression,closest,0.04178787956183114
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,NumerAI,LogisticRegression,closest,0.04340721561197144
Original,original,,KMeans,3,60,NumerAI,LogisticRegression,closest,0.04598838744837674
Decoded,decoded,GNN,KMeans,4,60,NumerAI,LogisticRegression,closest,0.0501259223291879
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,NumerAI,LogisticRegression,closest,0.04551429733890224
Encoded,encoded,GNN,KMeans,0,60,NumerAI,LogisticRegression,closest,0.044076739187517824
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,NumerAI,LogisticRegression,closest,0.04409010328061154
Original,original,,KMeans,3,60,NumerAI,LogisticRegression,closest,0.04598838744837674
Decoded,decoded,MLP,Agglo,4,60,NumerAI,MLPClassifier,centroid,0.0391856027494841
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,NumerAI,MLPClassifier,centroid,0.0373832224345107
Encoded,encoded,MLP,Agglo,1,60,NumerAI,MLPClassifier,centroid,0.0126441254883012
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,NumerAI,MLPClassifier,centroid,0.0204115458620832
Original,original,,Agglo,0,60,NumerAI,MLPClassifier,centroid,0.0043626802705929
Decoded,decoded,GNN,Agglo,4,60,NumerAI,MLPClassifier,centroid,0.0346210412960704
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,NumerAI,MLPClassifier,centroid,0.0267866745171466
Encoded,encoded,GNN,Agglo,1,60,NumerAI,MLPClassifier,centroid,0.0083172442403577
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,NumerAI,MLPClassifier,centroid,0.0179884878976604
Original,original,,Agglo,0,60,NumerAI,MLPClassifier,centroid,0.0043626802705929
Decoded,decoded,MLP,Agglo,2,60,NumerAI,MLPClassifier,closest,0.0206162924552405
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,MLPClassifier,closest,0.0401516181642008
Encoded,encoded,MLP,Agglo,0,60,NumerAI,MLPClassifier,closest,0.0138362478277771
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,NumerAI,MLPClassifier,closest,0.0286999127203454
Original,original,,Agglo,1,60,NumerAI,MLPClassifier,closest,0.0149883660619012
Decoded,decoded,GNN,Agglo,3,60,NumerAI,MLPClassifier,closest,0.0279923796458815
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,NumerAI,MLPClassifier,closest,0.0246040505291669
Encoded,encoded,GNN,Agglo,1,60,NumerAI,MLPClassifier,closest,0.0196188319530616
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,NumerAI,MLPClassifier,closest,0.0330566016784159
Original,original,,Agglo,0,60,NumerAI,MLPClassifier,closest,0.0149883660619012
Decoded,decoded,MLP,KIP,2,60,NumerAI,MLPClassifier,centroid,0.02510714960069202
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,NumerAI,MLPClassifier,centroid,0.028705680754140223
Encoded,encoded,MLP,KIP,0,60,NumerAI,MLPClassifier,centroid,0.022061017461810523
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,NumerAI,MLPClassifier,centroid,0.022301674716981218
Original,original,,KIP,3,60,NumerAI,MLPClassifier,centroid,0.02759253954322082
Decoded,decoded,GNN,KIP,4,60,NumerAI,MLPClassifier,centroid,0.0329371475591802
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,NumerAI,MLPClassifier,centroid,0.03076195875282754
Encoded,encoded,GNN,KIP,0,60,NumerAI,MLPClassifier,centroid,0.024419235283754857
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,NumerAI,MLPClassifier,centroid,0.026234632748543978
Original,original,,KIP,2,60,NumerAI,MLPClassifier,centroid,0.02759253954322082
Decoded,decoded,MLP,KMeans,3,60,NumerAI,MLPClassifier,centroid,0.020700051748566362
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,NumerAI,MLPClassifier,centroid,0.02643099894679422
Encoded,encoded,MLP,KMeans,1,60,NumerAI,MLPClassifier,centroid,0.01621979290004902
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,NumerAI,MLPClassifier,centroid,0.0191720735471197
Original,original,,KMeans,0,60,NumerAI,MLPClassifier,centroid,0.006353790651334554
Decoded,decoded,GNN,KMeans,3,60,NumerAI,MLPClassifier,centroid,0.028113091568615616
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,NumerAI,MLPClassifier,centroid,0.02977044490742532
Encoded,encoded,GNN,KMeans,2,60,NumerAI,MLPClassifier,centroid,0.0097047429090584
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,NumerAI,MLPClassifier,centroid,0.00508954928286224
Original,original,,KMeans,1,60,NumerAI,MLPClassifier,centroid,0.006353790651334554
Decoded,decoded,MLP,KMeans,0,60,NumerAI,MLPClassifier,closest,0.02100582452331288
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,NumerAI,MLPClassifier,closest,0.02520942614315544
Encoded,encoded,MLP,KMeans,1,60,NumerAI,MLPClassifier,closest,0.0223365285263507
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,NumerAI,MLPClassifier,closest,0.023146129749799058
Original,original,,KMeans,4,60,NumerAI,MLPClassifier,closest,0.026112261120601683
Decoded,decoded,GNN,KMeans,3,60,NumerAI,MLPClassifier,closest,0.027626678860662217
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,NumerAI,MLPClassifier,closest,0.02300351418389286
Encoded,encoded,GNN,KMeans,4,60,NumerAI,MLPClassifier,closest,0.028050714934764263
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,NumerAI,MLPClassifier,closest,0.027505989265800723
Original,original,,KMeans,1,60,NumerAI,MLPClassifier,closest,0.026112261120601683
Decoded,decoded,MLP,Agglo,3,60,NumerAI,XGBClassifier,centroid,0.0222339693363814
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,XGBClassifier,centroid,0.0294228455982194
Encoded,encoded,MLP,Agglo,1,60,NumerAI,XGBClassifier,centroid,0.0175087959321392
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,NumerAI,XGBClassifier,centroid,0.0210827091038884
Original,original,,Agglo,0,60,NumerAI,XGBClassifier,centroid,0.0145586403671039
Decoded,decoded,GNN,Agglo,2,60,NumerAI,XGBClassifier,centroid,0.0284586195217914
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,NumerAI,XGBClassifier,centroid,0.0306712175703782
Encoded,encoded,GNN,Agglo,0,60,NumerAI,XGBClassifier,centroid,0.0105000997565165
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,NumerAI,XGBClassifier,centroid,0.0311274974703266
Original,original,,Agglo,1,60,NumerAI,XGBClassifier,centroid,0.0145586403671039
Decoded,decoded,MLP,Agglo,2,60,NumerAI,XGBClassifier,closest,0.0272245889457858
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,NumerAI,XGBClassifier,closest,0.0331412157421294
Encoded,encoded,MLP,Agglo,0,60,NumerAI,XGBClassifier,closest,0.0074701911287176
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,NumerAI,XGBClassifier,closest,0.0297317257460169
Original,original,,Agglo,1,60,NumerAI,XGBClassifier,closest,0.0161562718985669
Decoded,decoded,GNN,Agglo,1,60,NumerAI,XGBClassifier,closest,0.0303970920267647
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,NumerAI,XGBClassifier,closest,0.0346057516672152
Encoded,encoded,GNN,Agglo,4,60,NumerAI,XGBClassifier,closest,0.0360307276891459
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,NumerAI,XGBClassifier,closest,0.0346588334581717
Original,original,,Agglo,0,60,NumerAI,XGBClassifier,closest,0.0161562718985669
Decoded,decoded,MLP,KIP,4,60,NumerAI,XGBClassifier,centroid,0.032959441339666586
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,NumerAI,XGBClassifier,centroid,0.0205819597007512
Encoded,encoded,MLP,KIP,0,60,NumerAI,XGBClassifier,centroid,0.01954473033034666
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,NumerAI,XGBClassifier,centroid,0.02413913255189972
Original,original,,KIP,3,60,NumerAI,XGBClassifier,centroid,0.029305261049915276
Decoded,decoded,GNN,KIP,4,60,NumerAI,XGBClassifier,centroid,0.029468872167276138
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,NumerAI,XGBClassifier,centroid,0.027773950094325317
Encoded,encoded,GNN,KIP,1,60,NumerAI,XGBClassifier,centroid,0.02713602244320462
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,NumerAI,XGBClassifier,centroid,0.02340118018142708
Original,original,,KIP,3,60,NumerAI,XGBClassifier,centroid,0.029305261049915276
Decoded,decoded,MLP,KMeans,4,60,NumerAI,XGBClassifier,centroid,0.027407123255992982
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,NumerAI,XGBClassifier,centroid,0.023518585927909043
Encoded,encoded,MLP,KMeans,1,60,NumerAI,XGBClassifier,centroid,0.02164236625735434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,NumerAI,XGBClassifier,centroid,0.02126127252362814
Original,original,,KMeans,3,60,NumerAI,XGBClassifier,centroid,0.02704928120922472
Decoded,decoded,GNN,KMeans,0,60,NumerAI,XGBClassifier,centroid,0.024325153497639203
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,NumerAI,XGBClassifier,centroid,0.02585539164229612
Encoded,encoded,GNN,KMeans,1,60,NumerAI,XGBClassifier,centroid,0.02439094511812156
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,60,NumerAI,XGBClassifier,centroid,0.03139897823698712
Original,original,,KMeans,3,60,NumerAI,XGBClassifier,centroid,0.02704928120922472
Decoded,decoded,MLP,KMeans,2,60,NumerAI,XGBClassifier,closest,0.02411252088070018
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,NumerAI,XGBClassifier,closest,0.025428427791107523
Encoded,encoded,MLP,KMeans,1,60,NumerAI,XGBClassifier,closest,0.02166211640862818
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,NumerAI,XGBClassifier,closest,0.02484377563291736
Original,original,,KMeans,0,60,NumerAI,XGBClassifier,closest,0.02034422777802518
Decoded,decoded,GNN,KMeans,4,60,NumerAI,XGBClassifier,closest,0.032533125645083316
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,NumerAI,XGBClassifier,closest,0.026423526982163402
Encoded,encoded,GNN,KMeans,2,60,NumerAI,XGBClassifier,closest,0.029539178533768324
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,NumerAI,XGBClassifier,closest,0.03220617161309482
Original,original,,KMeans,0,60,NumerAI,XGBClassifier,closest,0.02034422777802518
Decoded,decoded,MLP,Agglo,2,60,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,GaussianNB,centroid,0.0871913580246913
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Nursery,GaussianNB,centroid,0.0061728395061728
Original,original,,Agglo,0,60,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,60,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,60,Nursery,GaussianNB,centroid,0.0462962962962962
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,60,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,60,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,GaussianNB,closest,0.091820987654321
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Nursery,GaussianNB,closest,0.0038580246913579
Original,original,,Agglo,0,60,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,60,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,60,Nursery,GaussianNB,closest,0.0493827160493827
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,60,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,60,Nursery,GaussianNB,centroid,0.02399691358024688
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,60,Nursery,GaussianNB,centroid,0.0986882716049382
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,Nursery,GaussianNB,centroid,0.0018518518518518
Original,original,,KIP,0,60,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,60,Nursery,GaussianNB,centroid,0.01952160493827156
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,60,Nursery,GaussianNB,centroid,0.09598765432098763
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,60,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,GaussianNB,centroid,0.0814814814814814
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,GaussianNB,centroid,0.00555555555555554
Original,original,,KMeans,0,60,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,60,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,60,Nursery,GaussianNB,centroid,0.0327932098765432
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,60,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,GaussianNB,closest,0.08989197530864193
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,GaussianNB,closest,0.00432098765432094
Original,original,,KMeans,0,60,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,60,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,60,Nursery,GaussianNB,closest,0.032484567901234516
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,60,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,60,Nursery,KNeighborsClassifier,centroid,0.0833333333333333
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Nursery,KNeighborsClassifier,centroid,0.0636574074074074
Encoded,encoded,MLP,Agglo,2,60,Nursery,KNeighborsClassifier,centroid,0.0358796296296296
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Nursery,KNeighborsClassifier,centroid,0.0007716049382715
Original,original,,Agglo,0,60,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,60,Nursery,KNeighborsClassifier,centroid,0.0655864197530864
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Nursery,KNeighborsClassifier,centroid,0.0767746913580247
Encoded,encoded,GNN,Agglo,2,60,Nursery,KNeighborsClassifier,centroid,0.0227623456790123
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,60,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,1,60,Nursery,KNeighborsClassifier,closest,0.0420524691358025
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Nursery,KNeighborsClassifier,closest,0.0655864197530864
Encoded,encoded,MLP,Agglo,4,60,Nursery,KNeighborsClassifier,closest,0.1195987654320986
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Nursery,KNeighborsClassifier,closest,0.0023148148148148
Original,original,,Agglo,2,60,Nursery,KNeighborsClassifier,closest,0.0547839506172839
Decoded,decoded,GNN,Agglo,1,60,Nursery,KNeighborsClassifier,closest,0.0455246913580247
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Nursery,KNeighborsClassifier,closest,0.0802469135802469
Encoded,encoded,GNN,Agglo,3,60,Nursery,KNeighborsClassifier,closest,0.076003086419753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,60,Nursery,KNeighborsClassifier,closest,0.0547839506172839
Decoded,decoded,MLP,KIP,3,60,Nursery,KNeighborsClassifier,centroid,0.11766975308641972
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Nursery,KNeighborsClassifier,centroid,0.07523148148148144
Encoded,encoded,MLP,KIP,4,60,Nursery,KNeighborsClassifier,centroid,0.24104938271604937
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Nursery,KNeighborsClassifier,centroid,0.0114969135802469
Original,original,,KIP,1,60,Nursery,KNeighborsClassifier,centroid,0.04313271604938264
Decoded,decoded,GNN,KIP,3,60,Nursery,KNeighborsClassifier,centroid,0.1694444444444444
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Nursery,KNeighborsClassifier,centroid,0.06689814814814805
Encoded,encoded,GNN,KIP,4,60,Nursery,KNeighborsClassifier,centroid,0.27492283950617286
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,60,Nursery,KNeighborsClassifier,centroid,0.04313271604938264
Decoded,decoded,MLP,KMeans,4,60,Nursery,KNeighborsClassifier,centroid,0.07469135802469132
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Nursery,KNeighborsClassifier,centroid,0.06427469135802466
Encoded,encoded,MLP,KMeans,2,60,Nursery,KNeighborsClassifier,centroid,0.04058641975308638
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Nursery,KNeighborsClassifier,centroid,0.0007716049382715401
Original,original,,KMeans,0,60,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,60,Nursery,KNeighborsClassifier,centroid,0.058101851851851814
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Nursery,KNeighborsClassifier,centroid,0.05671296296296292
Encoded,encoded,GNN,KMeans,2,60,Nursery,KNeighborsClassifier,centroid,0.017361111111111063
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,60,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,60,Nursery,KNeighborsClassifier,closest,0.05663580246913578
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Nursery,KNeighborsClassifier,closest,0.056481481481481424
Encoded,encoded,MLP,KMeans,4,60,Nursery,KNeighborsClassifier,closest,0.10771604938271599
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Nursery,KNeighborsClassifier,closest,0.0016203703703703003
Original,original,,KMeans,1,60,Nursery,KNeighborsClassifier,closest,0.05285493827160488
Decoded,decoded,GNN,KMeans,2,60,Nursery,KNeighborsClassifier,closest,0.05771604938271602
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Nursery,KNeighborsClassifier,closest,0.057947530864197495
Encoded,encoded,GNN,KMeans,4,60,Nursery,KNeighborsClassifier,closest,0.07199074074074066
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,1,60,Nursery,KNeighborsClassifier,closest,0.05285493827160488
Decoded,decoded,MLP,Agglo,3,60,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,LogisticRegression,centroid,0.0034722222222222
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,60,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,60,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,60,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,60,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,60,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,LogisticRegression,closest,0.0057870370370369
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,60,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,60,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,60,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,60,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,4,60,Nursery,LogisticRegression,centroid,0.022145061728394998
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Nursery,LogisticRegression,centroid,0.00030864197530864
Encoded,encoded,MLP,KIP,3,60,Nursery,LogisticRegression,centroid,0.01813271604938264
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,Nursery,LogisticRegression,centroid,0.00108024691358018
Original,original,,KIP,0,60,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,60,Nursery,LogisticRegression,centroid,0.04729938271604932
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,3,60,Nursery,LogisticRegression,centroid,0.0001543209876543
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,60,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,LogisticRegression,centroid,0.0023148148148147197
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,LogisticRegression,centroid,0.0003086419753086
Original,original,,KMeans,0,60,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,60,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,60,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,60,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,LogisticRegression,closest,0.0052469135802469
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,LogisticRegression,closest,0.0003086419753086
Original,original,,KMeans,0,60,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,60,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,60,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,60,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,2,60,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,MLPClassifier,centroid,0.0027006172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,60,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,60,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,60,Nursery,MLPClassifier,centroid,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,60,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,60,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,MLPClassifier,closest,0.0042438271604938
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,60,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,4,60,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,2,60,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,60,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,4,60,Nursery,MLPClassifier,centroid,0.05841049382716048
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Nursery,MLPClassifier,centroid,0.0036265432098764997
Encoded,encoded,MLP,KIP,3,60,Nursery,MLPClassifier,centroid,0.022299382716049344
Encoded-FT,encoded,MLP-MultiHead,KIP,1,60,Nursery,MLPClassifier,centroid,0.00192901234567898
Original,original,,KIP,0,60,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,60,Nursery,MLPClassifier,centroid,0.08626543209876543
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Nursery,MLPClassifier,centroid,0.0001543209876543
Encoded,encoded,GNN,KIP,3,60,Nursery,MLPClassifier,centroid,0.01111111111111108
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,60,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,MLPClassifier,centroid,0.0033950617283950006
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,KMeans,0,60,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,60,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,60,Nursery,MLPClassifier,centroid,0.00030864197530856
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,60,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,MLPClassifier,closest,0.007793209876543158
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,MLPClassifier,closest,0.00092592592592584
Original,original,,KMeans,0,60,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,4,60,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,2,60,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,60,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,60,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,XGBClassifier,centroid,0.158179012345679
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Nursery,XGBClassifier,centroid,0.0925925925925925
Original,original,,Agglo,0,60,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,60,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,60,Nursery,XGBClassifier,centroid,0.0694444444444444
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,Nursery,XGBClassifier,centroid,0.0057870370370369
Original,original,,Agglo,0,60,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,60,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,60,Nursery,XGBClassifier,closest,0.1095679012345678
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,Nursery,XGBClassifier,closest,0.044753086419753
Original,original,,Agglo,0,60,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,60,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,60,Nursery,XGBClassifier,closest,0.0763888888888888
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,Nursery,XGBClassifier,closest,0.0050154320987654
Original,original,,Agglo,0,60,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,60,Nursery,XGBClassifier,centroid,0.04930555555555552
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,60,Nursery,XGBClassifier,centroid,0.10061728395061723
Encoded-FT,encoded,MLP-MultiHead,KIP,2,60,Nursery,XGBClassifier,centroid,0.01959876543209868
Original,original,,KIP,0,60,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,60,Nursery,XGBClassifier,centroid,0.08557098765432093
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,60,Nursery,XGBClassifier,centroid,0.1168981481481481
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,Nursery,XGBClassifier,centroid,0.00393518518518514
Original,original,,KIP,0,60,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,XGBClassifier,centroid,0.1512345679012345
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,XGBClassifier,centroid,0.09112654320987647
Original,original,,KMeans,0,60,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,60,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,60,Nursery,XGBClassifier,centroid,0.07476851851851844
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,Nursery,XGBClassifier,centroid,0.0043209876543209595
Original,original,,KMeans,0,60,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,60,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,60,Nursery,XGBClassifier,closest,0.09367283950617278
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,Nursery,XGBClassifier,closest,0.044598765432098744
Original,original,,KMeans,0,60,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,60,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,60,Nursery,XGBClassifier,closest,0.06234567901234563
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,Nursery,XGBClassifier,closest,0.005709876543209799
Original,original,,KMeans,0,60,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,60,OnlineShoppers,GaussianNB,centroid,-0.1270480174461494
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,OnlineShoppers,GaussianNB,centroid,-0.0235587875250302
Encoded,encoded,MLP,Agglo,1,60,OnlineShoppers,GaussianNB,centroid,-0.1500068909048163
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,GaussianNB,centroid,-0.2197671684866762
Original,original,,Agglo,3,60,OnlineShoppers,GaussianNB,centroid,-0.0581105949688288
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,GaussianNB,centroid,0.0464649658292191
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,OnlineShoppers,GaussianNB,centroid,-0.148620602994706
Encoded,encoded,GNN,Agglo,1,60,OnlineShoppers,GaussianNB,centroid,-0.1494515650460879
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,GaussianNB,centroid,-0.2010563351736103
Original,original,,Agglo,3,60,OnlineShoppers,GaussianNB,centroid,-0.0581105949688288
Decoded,decoded,MLP,Agglo,2,60,OnlineShoppers,GaussianNB,closest,-0.1418837301683811
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,OnlineShoppers,GaussianNB,closest,-0.0720180622775654
Encoded,encoded,MLP,Agglo,1,60,OnlineShoppers,GaussianNB,closest,-0.1679272969007142
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,GaussianNB,closest,-0.2147003267099576
Original,original,,Agglo,3,60,OnlineShoppers,GaussianNB,closest,-0.1280775996951787
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,GaussianNB,closest,-0.0331128243792104
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,GaussianNB,closest,-0.1806835777577805
Encoded,encoded,GNN,Agglo,2,60,OnlineShoppers,GaussianNB,closest,-0.1288193853312902
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,GaussianNB,closest,-0.1819644753589349
Original,original,,Agglo,3,60,OnlineShoppers,GaussianNB,closest,-0.1280775996951787
Decoded,decoded,MLP,KIP,3,60,OnlineShoppers,GaussianNB,centroid,-0.07081580206078586
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,OnlineShoppers,GaussianNB,centroid,-0.09573493526602941
Encoded,encoded,MLP,KIP,1,60,OnlineShoppers,GaussianNB,centroid,-0.11232985545313774
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,OnlineShoppers,GaussianNB,centroid,-0.20176650371703508
Original,original,,KIP,4,60,OnlineShoppers,GaussianNB,centroid,0.059256917252393536
Decoded,decoded,GNN,KIP,3,60,OnlineShoppers,GaussianNB,centroid,0.02014900568296972
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,OnlineShoppers,GaussianNB,centroid,-0.12192199495747898
Encoded,encoded,GNN,KIP,2,60,OnlineShoppers,GaussianNB,centroid,-0.11223986834318318
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,OnlineShoppers,GaussianNB,centroid,-0.1602694749130529
Original,original,,KIP,4,60,OnlineShoppers,GaussianNB,centroid,0.059256917252393536
Decoded,decoded,MLP,KMeans,2,60,OnlineShoppers,GaussianNB,centroid,-0.14931374694976124
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,OnlineShoppers,GaussianNB,centroid,-0.04255174258822386
Encoded,encoded,MLP,KMeans,1,60,OnlineShoppers,GaussianNB,centroid,-0.18351695567932155
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,GaussianNB,centroid,-0.21045715073246257
Original,original,,KMeans,3,60,OnlineShoppers,GaussianNB,centroid,-0.07294225421763906
Decoded,decoded,GNN,KMeans,4,60,OnlineShoppers,GaussianNB,centroid,0.04738105082244972
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,GaussianNB,centroid,-0.0921978743585378
Encoded,encoded,GNN,KMeans,1,60,OnlineShoppers,GaussianNB,centroid,-0.12266621267764347
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,GaussianNB,centroid,-0.1557312060704817
Original,original,,KMeans,3,60,OnlineShoppers,GaussianNB,centroid,-0.07294225421763906
Decoded,decoded,MLP,KMeans,3,60,OnlineShoppers,GaussianNB,closest,-0.13308931423336656
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,OnlineShoppers,GaussianNB,closest,-0.05420628936936056
Encoded,encoded,MLP,KMeans,1,60,OnlineShoppers,GaussianNB,closest,-0.16431078791416365
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,GaussianNB,closest,-0.20469230083258338
Original,original,,KMeans,2,60,OnlineShoppers,GaussianNB,closest,-0.13443749949331574
Decoded,decoded,GNN,KMeans,3,60,OnlineShoppers,GaussianNB,closest,-0.11917941484057681
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,OnlineShoppers,GaussianNB,closest,-0.14112897341732128
Encoded,encoded,GNN,KMeans,4,60,OnlineShoppers,GaussianNB,closest,-0.0841395691968447
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,GaussianNB,closest,-0.1458407309223273
Original,original,,KMeans,2,60,OnlineShoppers,GaussianNB,closest,-0.13443749949331574
Decoded,decoded,MLP,Agglo,2,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0065082843867801
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,OnlineShoppers,KNeighborsClassifier,centroid,0.0148961164197422
Encoded,encoded,MLP,Agglo,4,60,OnlineShoppers,KNeighborsClassifier,centroid,0.0374892609800998
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0601490312965725
Original,original,,Agglo,1,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0194722538791969
Decoded,decoded,GNN,Agglo,3,60,OnlineShoppers,KNeighborsClassifier,centroid,0.0569860611904969
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0301534145700009
Encoded,encoded,GNN,Agglo,4,60,OnlineShoppers,KNeighborsClassifier,centroid,0.0570000876654684
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0137810116595073
Original,original,,Agglo,1,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0194722538791969
Decoded,decoded,MLP,Agglo,4,60,OnlineShoppers,KNeighborsClassifier,closest,0.0524870693433854
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,OnlineShoppers,KNeighborsClassifier,closest,0.0268361532392389
Encoded,encoded,MLP,Agglo,1,60,OnlineShoppers,KNeighborsClassifier,closest,0.0172911370211272
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,KNeighborsClassifier,closest,-0.0217585692995529
Original,original,,Agglo,3,60,OnlineShoppers,KNeighborsClassifier,closest,0.0500569825545716
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,KNeighborsClassifier,closest,0.059068992723766
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,KNeighborsClassifier,closest,0.0215867449811518
Encoded,encoded,GNN,Agglo,2,60,OnlineShoppers,KNeighborsClassifier,closest,0.0315981414920661
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,KNeighborsClassifier,closest,0.017182431840098
Original,original,,Agglo,3,60,OnlineShoppers,KNeighborsClassifier,closest,0.0500569825545716
Decoded,decoded,MLP,KIP,3,60,OnlineShoppers,KNeighborsClassifier,centroid,0.12336214605067056
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,OnlineShoppers,KNeighborsClassifier,centroid,0.06213588147628638
Encoded,encoded,MLP,KIP,2,60,OnlineShoppers,KNeighborsClassifier,centroid,0.10400070132374847
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0029322345927940393
Original,original,,KIP,4,60,OnlineShoppers,KNeighborsClassifier,centroid,0.20388954150959923
Decoded,decoded,GNN,KIP,3,60,OnlineShoppers,KNeighborsClassifier,centroid,0.10722047865345827
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,OnlineShoppers,KNeighborsClassifier,centroid,0.07072779872008404
Encoded,encoded,GNN,KIP,2,60,OnlineShoppers,KNeighborsClassifier,centroid,0.08821390374331539
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,OnlineShoppers,KNeighborsClassifier,centroid,0.054886999211010666
Original,original,,KIP,4,60,OnlineShoppers,KNeighborsClassifier,centroid,0.20388954150959923
Decoded,decoded,MLP,KMeans,4,60,OnlineShoppers,KNeighborsClassifier,centroid,0.029053037608485884
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0043552204786536
Encoded,encoded,MLP,KMeans,3,60,OnlineShoppers,KNeighborsClassifier,centroid,0.0185170509336371
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0470861751556063
Original,original,,KMeans,0,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0523425966511792
Decoded,decoded,GNN,KMeans,3,60,OnlineShoppers,KNeighborsClassifier,centroid,0.018880336635399238
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,KNeighborsClassifier,centroid,0.00859752783378618
Encoded,encoded,GNN,KMeans,4,60,OnlineShoppers,KNeighborsClassifier,centroid,0.03403454019461722
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.01211045849040066
Original,original,,KMeans,0,60,OnlineShoppers,KNeighborsClassifier,centroid,-0.0523425966511792
Decoded,decoded,MLP,KMeans,2,60,OnlineShoppers,KNeighborsClassifier,closest,0.01798614885596552
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,OnlineShoppers,KNeighborsClassifier,closest,0.01441009906197944
Encoded,encoded,MLP,KMeans,4,60,OnlineShoppers,KNeighborsClassifier,closest,0.03535583413693332
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,KNeighborsClassifier,closest,-0.012874200052599418
Original,original,,KMeans,3,60,OnlineShoppers,KNeighborsClassifier,closest,0.022048216007714377
Decoded,decoded,GNN,KMeans,3,60,OnlineShoppers,KNeighborsClassifier,closest,0.04764583150696926
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,KNeighborsClassifier,closest,0.027465941965459685
Encoded,encoded,GNN,KMeans,4,60,OnlineShoppers,KNeighborsClassifier,closest,0.0537340229683526
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,KNeighborsClassifier,closest,0.0019573945822739408
Original,original,,KMeans,1,60,OnlineShoppers,KNeighborsClassifier,closest,0.022048216007714377
Decoded,decoded,MLP,Agglo,3,60,OnlineShoppers,LogisticRegression,centroid,0.2513824433149929
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,OnlineShoppers,LogisticRegression,centroid,0.2053525333981188
Encoded,encoded,MLP,Agglo,4,60,OnlineShoppers,LogisticRegression,centroid,0.2617876931486579
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,OnlineShoppers,LogisticRegression,centroid,0.2333768610875681
Original,original,,Agglo,0,60,OnlineShoppers,LogisticRegression,centroid,0.1695815538027888
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,LogisticRegression,centroid,0.27257392586294
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,OnlineShoppers,LogisticRegression,centroid,0.2274357367463509
Encoded,encoded,GNN,Agglo,3,60,OnlineShoppers,LogisticRegression,centroid,0.2422968298359289
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,LogisticRegression,centroid,0.1763067298693338
Original,original,,Agglo,0,60,OnlineShoppers,LogisticRegression,centroid,0.1695815538027888
Decoded,decoded,MLP,Agglo,2,60,OnlineShoppers,LogisticRegression,closest,0.2309612087648148
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,OnlineShoppers,LogisticRegression,closest,0.2076687988824503
Encoded,encoded,MLP,Agglo,3,60,OnlineShoppers,LogisticRegression,closest,0.2394339367402774
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,LogisticRegression,closest,0.1588367322711825
Original,original,,Agglo,4,60,OnlineShoppers,LogisticRegression,closest,0.2560674284483782
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,LogisticRegression,closest,0.2608407574381385
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,LogisticRegression,closest,0.1783303563294232
Encoded,encoded,GNN,Agglo,2,60,OnlineShoppers,LogisticRegression,closest,0.2287746983195342
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,LogisticRegression,closest,0.2035580488155021
Original,original,,Agglo,3,60,OnlineShoppers,LogisticRegression,closest,0.2560674284483782
Decoded,decoded,MLP,KIP,4,60,OnlineShoppers,LogisticRegression,centroid,0.255176811946298
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,OnlineShoppers,LogisticRegression,centroid,0.22986684924396977
Encoded,encoded,MLP,KIP,1,60,OnlineShoppers,LogisticRegression,centroid,0.22542977905753664
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,OnlineShoppers,LogisticRegression,centroid,0.171450578514222
Original,original,,KIP,2,60,OnlineShoppers,LogisticRegression,centroid,0.2261078181552146
Decoded,decoded,GNN,KIP,4,60,OnlineShoppers,LogisticRegression,centroid,0.2700456351233087
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,OnlineShoppers,LogisticRegression,centroid,0.22114344557604335
Encoded,encoded,GNN,KIP,2,60,OnlineShoppers,LogisticRegression,centroid,0.2237424114007746
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,OnlineShoppers,LogisticRegression,centroid,0.20040638173932482
Original,original,,KIP,3,60,OnlineShoppers,LogisticRegression,centroid,0.2261078181552146
Decoded,decoded,MLP,KMeans,3,60,OnlineShoppers,LogisticRegression,centroid,0.22649984401787854
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,OnlineShoppers,LogisticRegression,centroid,0.21672846135370394
Encoded,encoded,MLP,KMeans,4,60,OnlineShoppers,LogisticRegression,centroid,0.2832193605561246
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,OnlineShoppers,LogisticRegression,centroid,0.21495274984056692
Original,original,,KMeans,0,60,OnlineShoppers,LogisticRegression,centroid,0.14950486029247329
Decoded,decoded,GNN,KMeans,4,60,OnlineShoppers,LogisticRegression,centroid,0.28984404548604303
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,LogisticRegression,centroid,0.23901154267698446
Encoded,encoded,GNN,KMeans,3,60,OnlineShoppers,LogisticRegression,centroid,0.24576101330403258
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,OnlineShoppers,LogisticRegression,centroid,0.1852305636614111
Original,original,,KMeans,0,60,OnlineShoppers,LogisticRegression,centroid,0.14950486029247329
Decoded,decoded,MLP,KMeans,1,60,OnlineShoppers,LogisticRegression,closest,0.19942355633715322
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,OnlineShoppers,LogisticRegression,closest,0.20171000576995807
Encoded,encoded,MLP,KMeans,4,60,OnlineShoppers,LogisticRegression,closest,0.23985357005805846
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,LogisticRegression,closest,0.17554807700271385
Original,original,,KMeans,3,60,OnlineShoppers,LogisticRegression,closest,0.21201531661609901
Decoded,decoded,GNN,KMeans,3,60,OnlineShoppers,LogisticRegression,closest,0.2347644117817575
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,LogisticRegression,closest,0.22729935591807204
Encoded,encoded,GNN,KMeans,4,60,OnlineShoppers,LogisticRegression,closest,0.24536236165214054
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,LogisticRegression,closest,0.20052730239273814
Original,original,,KMeans,1,60,OnlineShoppers,LogisticRegression,closest,0.21201531661609901
Decoded,decoded,MLP,Agglo,4,60,OnlineShoppers,MLPClassifier,centroid,0.1538712412758464
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,OnlineShoppers,MLPClassifier,centroid,0.1200865970287404
Encoded,encoded,MLP,Agglo,3,60,OnlineShoppers,MLPClassifier,centroid,0.1203723547993328
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,MLPClassifier,centroid,0.0650751201269758
Original,original,,Agglo,1,60,OnlineShoppers,MLPClassifier,centroid,0.1035219645225516
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,MLPClassifier,centroid,0.2323459159934276
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,OnlineShoppers,MLPClassifier,centroid,0.1369090327410073
Encoded,encoded,GNN,Agglo,2,60,OnlineShoppers,MLPClassifier,centroid,0.1304080434600296
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,MLPClassifier,centroid,0.0614534509909893
Original,original,,Agglo,1,60,OnlineShoppers,MLPClassifier,centroid,0.1035219645225516
Decoded,decoded,MLP,Agglo,3,60,OnlineShoppers,MLPClassifier,closest,0.142083733238909
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,OnlineShoppers,MLPClassifier,closest,0.1114517426564912
Encoded,encoded,MLP,Agglo,2,60,OnlineShoppers,MLPClassifier,closest,0.133793651829005
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,MLPClassifier,closest,0.0600774652043324
Original,original,,Agglo,4,60,OnlineShoppers,MLPClassifier,closest,0.149786768794009
Decoded,decoded,GNN,Agglo,4,60,OnlineShoppers,MLPClassifier,closest,0.1827234579175092
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,MLPClassifier,closest,0.0761389155492606
Encoded,encoded,GNN,Agglo,2,60,OnlineShoppers,MLPClassifier,closest,0.1173190951418072
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,MLPClassifier,closest,0.1110448484396694
Original,original,,Agglo,3,60,OnlineShoppers,MLPClassifier,closest,0.149786768794009
Decoded,decoded,MLP,KIP,3,60,OnlineShoppers,MLPClassifier,centroid,0.1748719525642101
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,OnlineShoppers,MLPClassifier,centroid,0.14677947886479617
Encoded,encoded,MLP,KIP,4,60,OnlineShoppers,MLPClassifier,centroid,0.17696109035225852
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,OnlineShoppers,MLPClassifier,centroid,0.0740410807855854
Original,original,,KIP,1,60,OnlineShoppers,MLPClassifier,centroid,0.10693676988113103
Decoded,decoded,GNN,KIP,4,60,OnlineShoppers,MLPClassifier,centroid,0.1780258486539878
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,OnlineShoppers,MLPClassifier,centroid,0.13509633453537967
Encoded,encoded,GNN,KIP,3,60,OnlineShoppers,MLPClassifier,centroid,0.1637423086121801
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,OnlineShoppers,MLPClassifier,centroid,0.11339738034669881
Original,original,,KIP,0,60,OnlineShoppers,MLPClassifier,centroid,0.10693676988113103
Decoded,decoded,MLP,KMeans,2,60,OnlineShoppers,MLPClassifier,centroid,0.12711126848495585
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,OnlineShoppers,MLPClassifier,centroid,0.14445365909719185
Encoded,encoded,MLP,KMeans,3,60,OnlineShoppers,MLPClassifier,centroid,0.12980422486651697
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,MLPClassifier,centroid,0.06854397097694997
Original,original,,KMeans,1,60,OnlineShoppers,MLPClassifier,centroid,0.0914741684293573
Decoded,decoded,GNN,KMeans,4,60,OnlineShoppers,MLPClassifier,centroid,0.21017732512090354
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,OnlineShoppers,MLPClassifier,centroid,0.15091799683802823
Encoded,encoded,GNN,KMeans,2,60,OnlineShoppers,MLPClassifier,centroid,0.1303993464844029
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,MLPClassifier,centroid,0.06687850014443203
Original,original,,KMeans,1,60,OnlineShoppers,MLPClassifier,centroid,0.0914741684293573
Decoded,decoded,MLP,KMeans,2,60,OnlineShoppers,MLPClassifier,closest,0.11361107746209827
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,OnlineShoppers,MLPClassifier,closest,0.1228292504138829
Encoded,encoded,MLP,KMeans,4,60,OnlineShoppers,MLPClassifier,closest,0.14810701007296143
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,MLPClassifier,closest,0.08442526968389602
Original,original,,KMeans,1,60,OnlineShoppers,MLPClassifier,closest,0.11355268348289024
Decoded,decoded,GNN,KMeans,4,60,OnlineShoppers,MLPClassifier,closest,0.1428428549686133
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,MLPClassifier,closest,0.14002379244046453
Encoded,encoded,GNN,KMeans,3,60,OnlineShoppers,MLPClassifier,closest,0.14099536886047886
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,MLPClassifier,closest,0.10167572083950664
Original,original,,KMeans,1,60,OnlineShoppers,MLPClassifier,closest,0.11355268348289024
Decoded,decoded,MLP,Agglo,3,60,OnlineShoppers,XGBClassifier,centroid,0.2898905953844841
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,OnlineShoppers,XGBClassifier,centroid,0.1953052573085419
Encoded,encoded,MLP,Agglo,2,60,OnlineShoppers,XGBClassifier,centroid,0.2399639077557061
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,XGBClassifier,centroid,0.1866480703578688
Original,original,,Agglo,4,60,OnlineShoppers,XGBClassifier,centroid,0.3827813585758968
Decoded,decoded,GNN,Agglo,2,60,OnlineShoppers,XGBClassifier,centroid,0.227584708112227
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,XGBClassifier,centroid,0.2213428405586595
Encoded,encoded,GNN,Agglo,3,60,OnlineShoppers,XGBClassifier,centroid,0.2568518870026656
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,XGBClassifier,centroid,0.2191008299565628
Original,original,,Agglo,4,60,OnlineShoppers,XGBClassifier,centroid,0.3827813585758968
Decoded,decoded,MLP,Agglo,3,60,OnlineShoppers,XGBClassifier,closest,0.238021748878307
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,OnlineShoppers,XGBClassifier,closest,0.1832424149892851
Encoded,encoded,MLP,Agglo,2,60,OnlineShoppers,XGBClassifier,closest,0.232855496227095
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,OnlineShoppers,XGBClassifier,closest,0.1846178816163383
Original,original,,Agglo,4,60,OnlineShoppers,XGBClassifier,closest,0.2553553793124317
Decoded,decoded,GNN,Agglo,2,60,OnlineShoppers,XGBClassifier,closest,0.2379584774134625
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,OnlineShoppers,XGBClassifier,closest,0.1941333597422925
Encoded,encoded,GNN,Agglo,4,60,OnlineShoppers,XGBClassifier,closest,0.2697592658309331
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,OnlineShoppers,XGBClassifier,closest,0.2243248522061108
Original,original,,Agglo,3,60,OnlineShoppers,XGBClassifier,closest,0.2553553793124317
Decoded,decoded,MLP,KIP,3,60,OnlineShoppers,XGBClassifier,centroid,0.2518715974394313
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,OnlineShoppers,XGBClassifier,centroid,0.23064484626409504
Encoded,encoded,MLP,KIP,4,60,OnlineShoppers,XGBClassifier,centroid,0.2818045021773636
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,OnlineShoppers,XGBClassifier,centroid,0.18685053904537102
Original,original,,KIP,1,60,OnlineShoppers,XGBClassifier,centroid,0.2214418741558073
Decoded,decoded,GNN,KIP,3,60,OnlineShoppers,XGBClassifier,centroid,0.26324780681846305
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,OnlineShoppers,XGBClassifier,centroid,0.25404153359027043
Encoded,encoded,GNN,KIP,4,60,OnlineShoppers,XGBClassifier,centroid,0.26523453081457876
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,OnlineShoppers,XGBClassifier,centroid,0.23785064082990148
Original,original,,KIP,0,60,OnlineShoppers,XGBClassifier,centroid,0.2214418741558073
Decoded,decoded,MLP,KMeans,3,60,OnlineShoppers,XGBClassifier,centroid,0.24024835425418067
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,OnlineShoppers,XGBClassifier,centroid,0.20878923174687003
Encoded,encoded,MLP,KMeans,2,60,OnlineShoppers,XGBClassifier,centroid,0.23526366319773978
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,XGBClassifier,centroid,0.18681862821962342
Original,original,,KMeans,4,60,OnlineShoppers,XGBClassifier,centroid,0.38081444129921077
Decoded,decoded,GNN,KMeans,1,60,OnlineShoppers,XGBClassifier,centroid,0.22411633146544957
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,OnlineShoppers,XGBClassifier,centroid,0.24022469622819537
Encoded,encoded,GNN,KMeans,2,60,OnlineShoppers,XGBClassifier,centroid,0.23253088610311043
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,XGBClassifier,centroid,0.2086527854574664
Original,original,,KMeans,4,60,OnlineShoppers,XGBClassifier,centroid,0.38081444129921077
Decoded,decoded,MLP,KMeans,2,60,OnlineShoppers,XGBClassifier,closest,0.21906286707765604
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,OnlineShoppers,XGBClassifier,closest,0.2082770079749554
Encoded,encoded,MLP,KMeans,4,60,OnlineShoppers,XGBClassifier,closest,0.2550472747879718
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,OnlineShoppers,XGBClassifier,closest,0.18071375714211038
Original,original,,KMeans,3,60,OnlineShoppers,XGBClassifier,closest,0.23264147361992552
Decoded,decoded,GNN,KMeans,3,60,OnlineShoppers,XGBClassifier,closest,0.25062597486197186
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,OnlineShoppers,XGBClassifier,closest,0.20056999337025078
Encoded,encoded,GNN,KMeans,4,60,OnlineShoppers,XGBClassifier,closest,0.2701399949933013
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,OnlineShoppers,XGBClassifier,closest,0.23786824680272778
Original,original,,KMeans,1,60,OnlineShoppers,XGBClassifier,closest,0.23264147361992552
Decoded,decoded,MLP,Agglo,4,60,PhishingWebsites,GaussianNB,centroid,0.1281836285504663
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,PhishingWebsites,GaussianNB,centroid,-0.2437689969604864
Encoded,encoded,MLP,Agglo,2,60,PhishingWebsites,GaussianNB,centroid,-0.2306257205743632
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,GaussianNB,centroid,-0.3112671627711981
Original,original,,Agglo,3,60,PhishingWebsites,GaussianNB,centroid,-0.1383502777486636
Decoded,decoded,GNN,Agglo,4,60,PhishingWebsites,GaussianNB,centroid,-0.0229535688083011
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,PhishingWebsites,GaussianNB,centroid,-0.1815742584634735
Encoded,encoded,GNN,Agglo,1,60,PhishingWebsites,GaussianNB,centroid,-0.2102504978513783
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,PhishingWebsites,GaussianNB,centroid,-0.2722775390420291
Original,original,,Agglo,3,60,PhishingWebsites,GaussianNB,centroid,-0.1383502777486636
Decoded,decoded,MLP,Agglo,1,60,PhishingWebsites,GaussianNB,closest,-0.2465150403521644
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,PhishingWebsites,GaussianNB,closest,-0.1166963630646684
Encoded,encoded,MLP,Agglo,2,60,PhishingWebsites,GaussianNB,closest,-0.2333298396394507
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,GaussianNB,closest,-0.3037207839849072
Original,original,,Agglo,3,60,PhishingWebsites,GaussianNB,closest,-0.2083219788282151
Decoded,decoded,GNN,Agglo,1,60,PhishingWebsites,GaussianNB,closest,-0.2218006498270622
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,PhishingWebsites,GaussianNB,closest,-0.0475421863536317
Encoded,encoded,GNN,Agglo,3,60,PhishingWebsites,GaussianNB,closest,-0.1994759459176188
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,PhishingWebsites,GaussianNB,closest,-0.2715229011634002
Original,original,,Agglo,2,60,PhishingWebsites,GaussianNB,closest,-0.2083219788282151
Decoded,decoded,MLP,KIP,4,60,PhishingWebsites,GaussianNB,centroid,0.05434231212661136
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,PhishingWebsites,GaussianNB,centroid,-0.025372602452573157
Encoded,encoded,MLP,KIP,1,60,PhishingWebsites,GaussianNB,centroid,-0.17816581071166543
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,PhishingWebsites,GaussianNB,centroid,-0.2810606854627399
Original,original,,KIP,2,60,PhishingWebsites,GaussianNB,centroid,-0.16537889110156165
Decoded,decoded,GNN,KIP,4,60,PhishingWebsites,GaussianNB,centroid,0.027439471753484945
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,PhishingWebsites,GaussianNB,centroid,-0.07561052300597423
Encoded,encoded,GNN,KIP,2,60,PhishingWebsites,GaussianNB,centroid,-0.14106697411172836
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,PhishingWebsites,GaussianNB,centroid,-0.26189288334556127
Original,original,,KIP,1,60,PhishingWebsites,GaussianNB,centroid,-0.16537889110156165
Decoded,decoded,MLP,KMeans,2,60,PhishingWebsites,GaussianNB,centroid,-0.20701393983859137
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,PhishingWebsites,GaussianNB,centroid,-0.1728246515040352
Encoded,encoded,MLP,KMeans,1,60,PhishingWebsites,GaussianNB,centroid,-0.2251797505502568
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,GaussianNB,centroid,-0.30798868043182065
Original,original,,KMeans,4,60,PhishingWebsites,GaussianNB,centroid,-0.170225343255424
Decoded,decoded,GNN,KMeans,4,60,PhishingWebsites,GaussianNB,centroid,-0.13186458442511273
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,PhishingWebsites,GaussianNB,centroid,-0.18450057645949064
Encoded,encoded,GNN,KMeans,1,60,PhishingWebsites,GaussianNB,centroid,-0.20270831149774665
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,GaussianNB,centroid,-0.26925898752751287
Original,original,,KMeans,3,60,PhishingWebsites,GaussianNB,centroid,-0.170225343255424
Decoded,decoded,MLP,KMeans,1,60,PhishingWebsites,GaussianNB,closest,-0.23522062676868255
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,PhishingWebsites,GaussianNB,closest,-0.21603186248820885
Encoded,encoded,MLP,KMeans,2,60,PhishingWebsites,GaussianNB,closest,-0.21864374803479722
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,GaussianNB,closest,-0.3028990671837334
Original,original,,KMeans,4,60,PhishingWebsites,GaussianNB,closest,-0.1502022848757992
Decoded,decoded,GNN,KMeans,2,60,PhishingWebsites,GaussianNB,closest,-0.18729692904307732
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,PhishingWebsites,GaussianNB,closest,-0.17930615239492714
Encoded,encoded,GNN,KMeans,1,60,PhishingWebsites,GaussianNB,closest,-0.20975159836495125
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,GaussianNB,closest,-0.26855885127345147
Original,original,,KMeans,4,60,PhishingWebsites,GaussianNB,closest,-0.1502022848757992
Decoded,decoded,MLP,Agglo,4,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0544144027667792
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0472550382209867
Encoded,encoded,MLP,Agglo,2,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0428915428996235
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,KNeighborsClassifier,centroid,0.000371705157005
Original,original,,Agglo,1,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0246295069250286
Decoded,decoded,GNN,Agglo,4,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0788176543788483
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0671816668552127
Encoded,encoded,GNN,Agglo,2,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0566931169901579
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0229325920778318
Original,original,,Agglo,1,60,PhishingWebsites,KNeighborsClassifier,centroid,0.0246295069250286
Decoded,decoded,MLP,Agglo,3,60,PhishingWebsites,KNeighborsClassifier,closest,0.0490327585370977
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,PhishingWebsites,KNeighborsClassifier,closest,0.0490165974433149
Encoded,encoded,MLP,Agglo,4,60,PhishingWebsites,KNeighborsClassifier,closest,0.0644019587245664
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,KNeighborsClassifier,closest,0.0006787659388787
Original,original,,Agglo,1,60,PhishingWebsites,KNeighborsClassifier,closest,0.0460914394686232
Decoded,decoded,GNN,Agglo,3,60,PhishingWebsites,KNeighborsClassifier,closest,0.0716744509268387
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,PhishingWebsites,KNeighborsClassifier,closest,0.0580991321492637
Encoded,encoded,GNN,Agglo,4,60,PhishingWebsites,KNeighborsClassifier,closest,0.0754723079658031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,PhishingWebsites,KNeighborsClassifier,closest,0.038253308983952
Original,original,,Agglo,1,60,PhishingWebsites,KNeighborsClassifier,closest,0.0460914394686232
Decoded,decoded,MLP,KIP,2,60,PhishingWebsites,KNeighborsClassifier,centroid,0.14410524104271374
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,PhishingWebsites,KNeighborsClassifier,centroid,0.13466393005478608
Encoded,encoded,MLP,KIP,3,60,PhishingWebsites,KNeighborsClassifier,centroid,0.15110299465067792
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,PhishingWebsites,KNeighborsClassifier,centroid,0.041003927145789175
Original,original,,KIP,4,60,PhishingWebsites,KNeighborsClassifier,centroid,0.24913618953730787
Decoded,decoded,GNN,KIP,3,60,PhishingWebsites,KNeighborsClassifier,centroid,0.17249058616287144
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,PhishingWebsites,KNeighborsClassifier,centroid,0.1280702037913926
Encoded,encoded,GNN,KIP,2,60,PhishingWebsites,KNeighborsClassifier,centroid,0.1717116214425391
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,PhishingWebsites,KNeighborsClassifier,centroid,0.07872068781615135
Original,original,,KIP,4,60,PhishingWebsites,KNeighborsClassifier,centroid,0.24913618953730787
Decoded,decoded,MLP,KMeans,4,60,PhishingWebsites,KNeighborsClassifier,centroid,0.056211516395429595
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,PhishingWebsites,KNeighborsClassifier,centroid,0.05558446595665588
Encoded,encoded,MLP,KMeans,2,60,PhishingWebsites,KNeighborsClassifier,centroid,0.04466603099697782
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,KNeighborsClassifier,centroid,-0.0033809008193674147
Original,original,,KMeans,1,60,PhishingWebsites,KNeighborsClassifier,centroid,0.031462417376408
Decoded,decoded,GNN,KMeans,3,60,PhishingWebsites,KNeighborsClassifier,centroid,0.056783619115341674
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,PhishingWebsites,KNeighborsClassifier,centroid,0.06149942628117065
Encoded,encoded,GNN,KMeans,2,60,PhishingWebsites,KNeighborsClassifier,centroid,0.056127478707758895
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,KNeighborsClassifier,centroid,0.01981673319650274
Original,original,,KMeans,1,60,PhishingWebsites,KNeighborsClassifier,centroid,0.031462417376408
Decoded,decoded,MLP,KMeans,1,60,PhishingWebsites,KNeighborsClassifier,closest,0.0498181876949431
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,PhishingWebsites,KNeighborsClassifier,closest,0.05651534495854673
Encoded,encoded,MLP,KMeans,3,60,PhishingWebsites,KNeighborsClassifier,closest,0.055791327957076045
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,KNeighborsClassifier,closest,0.00605071351229046
Original,original,,KMeans,2,60,PhishingWebsites,KNeighborsClassifier,closest,0.05533881733115692
Decoded,decoded,GNN,KMeans,3,60,PhishingWebsites,KNeighborsClassifier,closest,0.06393651922362098
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,PhishingWebsites,KNeighborsClassifier,closest,0.05765631817961436
Encoded,encoded,GNN,KMeans,4,60,PhishingWebsites,KNeighborsClassifier,closest,0.07265381321007801
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,KNeighborsClassifier,closest,0.028433828401506163
Original,original,,KMeans,1,60,PhishingWebsites,KNeighborsClassifier,closest,0.05533881733115692
Decoded,decoded,MLP,Agglo,4,60,PhishingWebsites,LogisticRegression,centroid,0.0155951203428949
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,PhishingWebsites,LogisticRegression,centroid,0.003478404220244
Encoded,encoded,MLP,Agglo,2,60,PhishingWebsites,LogisticRegression,centroid,0.0068084404879658
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,LogisticRegression,centroid,-0.0101714474118034
Original,original,,Agglo,3,60,PhishingWebsites,LogisticRegression,centroid,0.0115397296406198
Decoded,decoded,GNN,Agglo,1,60,PhishingWebsites,LogisticRegression,centroid,0.024942301351797
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,PhishingWebsites,LogisticRegression,centroid,0.0394329047148039
Encoded,encoded,GNN,Agglo,4,60,PhishingWebsites,LogisticRegression,centroid,0.0752884932410155
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,PhishingWebsites,LogisticRegression,centroid,0.0270359380151666
Original,original,,Agglo,0,60,PhishingWebsites,LogisticRegression,centroid,0.0115397296406198
Decoded,decoded,MLP,Agglo,2,60,PhishingWebsites,LogisticRegression,closest,0.0122650840751732
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,PhishingWebsites,LogisticRegression,closest,0.0050939663699307
Encoded,encoded,MLP,Agglo,4,60,PhishingWebsites,LogisticRegression,closest,0.0276953511374876
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,LogisticRegression,closest,-0.00827563468513
Original,original,,Agglo,3,60,PhishingWebsites,LogisticRegression,closest,0.0146884272997033
Decoded,decoded,GNN,Agglo,2,60,PhishingWebsites,LogisticRegression,closest,0.0444939004286186
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,PhishingWebsites,LogisticRegression,closest,0.0368117375535774
Encoded,encoded,GNN,Agglo,4,60,PhishingWebsites,LogisticRegression,closest,0.0669798878997692
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,PhishingWebsites,LogisticRegression,closest,0.0552258489943951
Original,original,,Agglo,0,60,PhishingWebsites,LogisticRegression,closest,0.0146884272997033
Decoded,decoded,MLP,KIP,3,60,PhishingWebsites,LogisticRegression,centroid,0.04997692054071878
Decoded-FT,decoded,MLP-MultiHead,KIP,4,60,PhishingWebsites,LogisticRegression,centroid,0.0507121661721069
Encoded,encoded,MLP,KIP,2,60,PhishingWebsites,LogisticRegression,centroid,0.028892185954500542
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,PhishingWebsites,LogisticRegression,centroid,-0.00575667655786336
Original,original,,KIP,1,60,PhishingWebsites,LogisticRegression,centroid,0.02638641608968028
Decoded,decoded,GNN,KIP,4,60,PhishingWebsites,LogisticRegression,centroid,0.06217936036927135
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,PhishingWebsites,LogisticRegression,centroid,0.04718430596768882
Encoded,encoded,GNN,KIP,2,60,PhishingWebsites,LogisticRegression,centroid,0.03211012199142764
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,PhishingWebsites,LogisticRegression,centroid,0.00739202110121996
Original,original,,KIP,1,60,PhishingWebsites,LogisticRegression,centroid,0.02638641608968028
Decoded,decoded,MLP,KMeans,4,60,PhishingWebsites,LogisticRegression,centroid,0.018773491592482698
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,PhishingWebsites,LogisticRegression,centroid,0.0168282228816354
Encoded,encoded,MLP,KMeans,3,60,PhishingWebsites,LogisticRegression,centroid,0.018493241015496202
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,LogisticRegression,centroid,-0.021144081767227017
Original,original,,KMeans,1,60,PhishingWebsites,LogisticRegression,centroid,0.00776129244971978
Decoded,decoded,GNN,KMeans,1,60,PhishingWebsites,LogisticRegression,centroid,0.01408176722716786
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,PhishingWebsites,LogisticRegression,centroid,0.024691724365314922
Encoded,encoded,GNN,KMeans,4,60,PhishingWebsites,LogisticRegression,centroid,0.039390042861853
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,PhishingWebsites,LogisticRegression,centroid,0.03268051434223546
Original,original,,KMeans,0,60,PhishingWebsites,LogisticRegression,centroid,0.00776129244971978
Decoded,decoded,MLP,KMeans,1,60,PhishingWebsites,LogisticRegression,closest,0.01722716782063968
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,PhishingWebsites,LogisticRegression,closest,0.018090999010880342
Encoded,encoded,MLP,KMeans,3,60,PhishingWebsites,LogisticRegression,closest,0.0267523903725685
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,LogisticRegression,closest,-0.0070853939993405
Original,original,,KMeans,4,60,PhishingWebsites,LogisticRegression,closest,0.027593142103527903
Decoded,decoded,GNN,KMeans,1,60,PhishingWebsites,LogisticRegression,closest,0.023999340586877742
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,LogisticRegression,closest,0.020567095285196162
Encoded,encoded,GNN,KMeans,4,60,PhishingWebsites,LogisticRegression,closest,0.04532805802835484
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,PhishingWebsites,LogisticRegression,closest,0.02827233761951864
Original,original,,KMeans,2,60,PhishingWebsites,LogisticRegression,closest,0.027593142103527903
Decoded,decoded,MLP,Agglo,4,60,PhishingWebsites,MLPClassifier,centroid,0.0556890640520364
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,PhishingWebsites,MLPClassifier,centroid,0.0417347559998719
Encoded,encoded,MLP,Agglo,1,60,PhishingWebsites,MLPClassifier,centroid,0.0379698163991158
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,MLPClassifier,centroid,0.017142490948124
Original,original,,Agglo,3,60,PhishingWebsites,MLPClassifier,centroid,0.0434490050946843
Decoded,decoded,GNN,Agglo,2,60,PhishingWebsites,MLPClassifier,centroid,0.0510910314332405
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,PhishingWebsites,MLPClassifier,centroid,0.0704123810439296
Encoded,encoded,GNN,Agglo,3,60,PhishingWebsites,MLPClassifier,centroid,0.0554647697779486
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,PhishingWebsites,MLPClassifier,centroid,0.0480951007722131
Original,original,,Agglo,0,60,PhishingWebsites,MLPClassifier,centroid,0.0434490050946843
Decoded,decoded,MLP,Agglo,4,60,PhishingWebsites,MLPClassifier,closest,0.0522765868819892
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,PhishingWebsites,MLPClassifier,closest,0.0358870838540166
Encoded,encoded,MLP,Agglo,3,60,PhishingWebsites,MLPClassifier,closest,0.0406453266685892
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,MLPClassifier,closest,0.0186805088275818
Original,original,,Agglo,2,60,PhishingWebsites,MLPClassifier,closest,0.0393155820436412
Decoded,decoded,GNN,Agglo,4,60,PhishingWebsites,MLPClassifier,closest,0.0730558492742479
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,PhishingWebsites,MLPClassifier,closest,0.0636835528213016
Encoded,encoded,GNN,Agglo,3,60,PhishingWebsites,MLPClassifier,closest,0.0718542728059215
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,PhishingWebsites,MLPClassifier,closest,0.0643884776827198
Original,original,,Agglo,0,60,PhishingWebsites,MLPClassifier,closest,0.0393155820436412
Decoded,decoded,MLP,KIP,4,60,PhishingWebsites,MLPClassifier,centroid,0.08250504662116702
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,PhishingWebsites,MLPClassifier,centroid,0.07401390624499346
Encoded,encoded,MLP,KIP,2,60,PhishingWebsites,MLPClassifier,centroid,0.06181550193854342
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,PhishingWebsites,MLPClassifier,centroid,0.01607869524816566
Original,original,,KIP,1,60,PhishingWebsites,MLPClassifier,centroid,0.04728123297766674
Decoded,decoded,GNN,KIP,4,60,PhishingWebsites,MLPClassifier,centroid,0.10627703547053739
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,PhishingWebsites,MLPClassifier,centroid,0.07996411291614604
Encoded,encoded,GNN,KIP,2,60,PhishingWebsites,MLPClassifier,centroid,0.06294338171681249
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,PhishingWebsites,MLPClassifier,centroid,0.031663943093338545
Original,original,,KIP,1,60,PhishingWebsites,MLPClassifier,centroid,0.04728123297766674
Decoded,decoded,MLP,KMeans,4,60,PhishingWebsites,MLPClassifier,centroid,0.05342689608766702
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,PhishingWebsites,MLPClassifier,centroid,0.0508282867121664
Encoded,encoded,MLP,KMeans,1,60,PhishingWebsites,MLPClassifier,centroid,0.040155083469512035
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,MLPClassifier,centroid,0.01889519048992284
Original,original,,KMeans,2,60,PhishingWebsites,MLPClassifier,centroid,0.04803101669390248
Decoded,decoded,GNN,KMeans,3,60,PhishingWebsites,MLPClassifier,centroid,0.05413502515300076
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,PhishingWebsites,MLPClassifier,centroid,0.061793072511134674
Encoded,encoded,GNN,KMeans,2,60,PhishingWebsites,MLPClassifier,centroid,0.04803742510173352
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,MLPClassifier,centroid,0.04451600499855818
Original,original,,KMeans,1,60,PhishingWebsites,MLPClassifier,centroid,0.04803101669390248
Decoded,decoded,MLP,KMeans,4,60,PhishingWebsites,MLPClassifier,closest,0.05372168284789649
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,PhishingWebsites,MLPClassifier,closest,0.0530455958217181
Encoded,encoded,MLP,KMeans,1,60,PhishingWebsites,MLPClassifier,closest,0.04567913101989818
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,MLPClassifier,closest,0.022371751738280703
Original,original,,KMeans,2,60,PhishingWebsites,MLPClassifier,closest,0.048329007658047415
Decoded,decoded,GNN,KMeans,4,60,PhishingWebsites,MLPClassifier,closest,0.059665481111217944
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,PhishingWebsites,MLPClassifier,closest,0.05824281457271946
Encoded,encoded,GNN,KMeans,2,60,PhishingWebsites,MLPClassifier,closest,0.05812746323176012
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,PhishingWebsites,MLPClassifier,closest,0.0465666955045019
Original,original,,KMeans,1,60,PhishingWebsites,MLPClassifier,closest,0.048329007658047415
Decoded,decoded,MLP,Agglo,3,60,PhishingWebsites,XGBClassifier,centroid,0.0655356060847657
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,PhishingWebsites,XGBClassifier,centroid,0.0653283158465413
Encoded,encoded,MLP,Agglo,4,60,PhishingWebsites,XGBClassifier,centroid,0.0867270465924673
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,PhishingWebsites,XGBClassifier,centroid,0.0507382721561374
Original,original,,Agglo,0,60,PhishingWebsites,XGBClassifier,centroid,0.0442484931594221
Decoded,decoded,GNN,Agglo,2,60,PhishingWebsites,XGBClassifier,centroid,0.0736199253755141
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,PhishingWebsites,XGBClassifier,centroid,0.064977516981854
Encoded,encoded,GNN,Agglo,4,60,PhishingWebsites,XGBClassifier,centroid,0.1200051025289408
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,PhishingWebsites,XGBClassifier,centroid,0.0792486526134515
Original,original,,Agglo,0,60,PhishingWebsites,XGBClassifier,centroid,0.0442484931594221
Decoded,decoded,MLP,Agglo,2,60,PhishingWebsites,XGBClassifier,closest,0.0666677296935293
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,PhishingWebsites,XGBClassifier,closest,0.0513601428708102
Encoded,encoded,MLP,Agglo,4,60,PhishingWebsites,XGBClassifier,closest,0.0794399974487355
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,PhishingWebsites,XGBClassifier,closest,0.0395286538890837
Original,original,,Agglo,3,60,PhishingWebsites,XGBClassifier,closest,0.0683101061963835
Decoded,decoded,GNN,Agglo,1,60,PhishingWebsites,XGBClassifier,closest,0.0613100743055776
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,PhishingWebsites,XGBClassifier,closest,0.0714991867844499
Encoded,encoded,GNN,Agglo,4,60,PhishingWebsites,XGBClassifier,closest,0.0981917913065663
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,PhishingWebsites,XGBClassifier,closest,0.0471824473004431
Original,original,,Agglo,2,60,PhishingWebsites,XGBClassifier,closest,0.0683101061963835
Decoded,decoded,MLP,KIP,2,60,PhishingWebsites,XGBClassifier,centroid,0.09721912172720602
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,PhishingWebsites,XGBClassifier,centroid,0.08958127371878685
Encoded,encoded,MLP,KIP,3,60,PhishingWebsites,XGBClassifier,centroid,0.09823006027362306
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,PhishingWebsites,XGBClassifier,centroid,0.03128806964951994
Original,original,,KIP,4,60,PhishingWebsites,XGBClassifier,centroid,0.10270115125809223
Decoded,decoded,GNN,KIP,2,60,PhishingWebsites,XGBClassifier,centroid,0.10255126447045312
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,PhishingWebsites,XGBClassifier,centroid,0.08209969065918288
Encoded,encoded,GNN,KIP,4,60,PhishingWebsites,XGBClassifier,centroid,0.11729119494849631
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,PhishingWebsites,XGBClassifier,centroid,0.06832924067991195
Original,original,,KIP,3,60,PhishingWebsites,XGBClassifier,centroid,0.10270115125809223
Decoded,decoded,MLP,KMeans,3,60,PhishingWebsites,XGBClassifier,centroid,0.0661798003635551
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,PhishingWebsites,XGBClassifier,centroid,0.06296201805019605
Encoded,encoded,MLP,KMeans,4,60,PhishingWebsites,XGBClassifier,centroid,0.08415664763848577
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,PhishingWebsites,XGBClassifier,centroid,0.059556079982141054
Original,original,,KMeans,0,60,PhishingWebsites,XGBClassifier,centroid,0.04753962432630666
Decoded,decoded,GNN,KMeans,1,60,PhishingWebsites,XGBClassifier,centroid,0.0643907261536498
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,PhishingWebsites,XGBClassifier,centroid,0.07473929266192549
Encoded,encoded,GNN,KMeans,4,60,PhishingWebsites,XGBClassifier,centroid,0.11075039066237198
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,PhishingWebsites,XGBClassifier,centroid,0.08634754600248741
Original,original,,KMeans,0,60,PhishingWebsites,XGBClassifier,centroid,0.04753962432630666
Decoded,decoded,MLP,KMeans,1,60,PhishingWebsites,XGBClassifier,closest,0.06732786937525907
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,PhishingWebsites,XGBClassifier,closest,0.07124087125681662
Encoded,encoded,MLP,KMeans,4,60,PhishingWebsites,XGBClassifier,closest,0.08474024938610196
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,PhishingWebsites,XGBClassifier,closest,0.04165258156073598
Original,original,,KMeans,3,60,PhishingWebsites,XGBClassifier,closest,0.07800491118410556
Decoded,decoded,GNN,KMeans,0,60,PhishingWebsites,XGBClassifier,closest,0.06793379468699164
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,PhishingWebsites,XGBClassifier,closest,0.06865452689989471
Encoded,encoded,GNN,KMeans,4,60,PhishingWebsites,XGBClassifier,closest,0.10039544599292016
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,PhishingWebsites,XGBClassifier,closest,0.06869279586695144
Original,original,,KMeans,3,60,PhishingWebsites,XGBClassifier,closest,0.07800491118410556
Decoded,decoded,MLP,Agglo,4,60,Pol,GaussianNB,centroid,0.0736999583806706
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Pol,GaussianNB,centroid,0.0239817324889482
Encoded,encoded,MLP,Agglo,2,60,Pol,GaussianNB,centroid,-0.0895153035398927
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,GaussianNB,centroid,-0.2473088041754312
Original,original,,Agglo,1,60,Pol,GaussianNB,centroid,-0.2185464730430479
Decoded,decoded,GNN,Agglo,2,60,Pol,GaussianNB,centroid,-0.0196285756065737
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Pol,GaussianNB,centroid,0.0089987739170536
Encoded,encoded,GNN,Agglo,4,60,Pol,GaussianNB,centroid,0.0120471085814556
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Pol,GaussianNB,centroid,-0.0802690633401201
Original,original,,Agglo,0,60,Pol,GaussianNB,centroid,-0.2185464730430479
Decoded,decoded,MLP,Agglo,2,60,Pol,GaussianNB,closest,-0.1204598373471615
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Pol,GaussianNB,closest,-0.1674784310637676
Encoded,encoded,MLP,Agglo,4,60,Pol,GaussianNB,closest,-0.0900439815075196
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,GaussianNB,closest,-0.2439567608913286
Original,original,,Agglo,3,60,Pol,GaussianNB,closest,-0.1203248557384057
Decoded,decoded,GNN,Agglo,4,60,Pol,GaussianNB,closest,0.0558936344923003
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Pol,GaussianNB,closest,-0.051056793511884
Encoded,encoded,GNN,Agglo,3,60,Pol,GaussianNB,closest,0.0252415608373358
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Pol,GaussianNB,closest,-0.0872881069954219
Original,original,,Agglo,0,60,Pol,GaussianNB,closest,-0.1203248557384057
Decoded,decoded,MLP,KIP,1,60,Pol,GaussianNB,centroid,-0.05093755975748311
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Pol,GaussianNB,centroid,-0.03853724929978298
Encoded,encoded,MLP,KIP,2,60,Pol,GaussianNB,centroid,-0.04920979516540878
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Pol,GaussianNB,centroid,-0.2105105679351189
Original,original,,KIP,4,60,Pol,GaussianNB,centroid,0.1806391379174587
Decoded,decoded,GNN,KIP,3,60,Pol,GaussianNB,centroid,0.04897582704356522
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,Pol,GaussianNB,centroid,-0.00691330806177666
Encoded,encoded,GNN,KIP,2,60,Pol,GaussianNB,centroid,0.017365383966434462
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Pol,GaussianNB,centroid,-0.04303663625830986
Original,original,,KIP,4,60,Pol,GaussianNB,centroid,0.1806391379174587
Decoded,decoded,MLP,KMeans,4,60,Pol,GaussianNB,centroid,0.06635695886435462
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Pol,GaussianNB,centroid,0.05641106399253091
Encoded,encoded,MLP,KMeans,2,60,Pol,GaussianNB,centroid,-0.1292358916097682
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,GaussianNB,centroid,-0.24328410254102883
Original,original,,KMeans,1,60,Pol,GaussianNB,centroid,-0.22287713299063014
Decoded,decoded,GNN,KMeans,4,60,Pol,GaussianNB,centroid,0.01932036759991444
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,Pol,GaussianNB,centroid,0.002974094779586221
Encoded,encoded,GNN,KMeans,2,60,Pol,GaussianNB,centroid,0.0021754535944476195
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Pol,GaussianNB,centroid,-0.06936479904613002
Original,original,,KMeans,0,60,Pol,GaussianNB,centroid,-0.22287713299063014
Decoded,decoded,MLP,KMeans,2,60,Pol,GaussianNB,closest,-0.10249828460872216
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Pol,GaussianNB,closest,-0.098048390906739
Encoded,encoded,MLP,KMeans,3,60,Pol,GaussianNB,closest,-0.09976040764445851
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,GaussianNB,closest,-0.23780609891902227
Original,original,,KMeans,1,60,Pol,GaussianNB,closest,-0.16259659621376593
Decoded,decoded,GNN,KMeans,3,60,Pol,GaussianNB,closest,-0.02738101933611552
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,Pol,GaussianNB,closest,-0.06541433729654345
Encoded,encoded,GNN,KMeans,4,60,Pol,GaussianNB,closest,0.02410771532378696
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,Pol,GaussianNB,closest,-0.06316914320423851
Original,original,,KMeans,0,60,Pol,GaussianNB,closest,-0.16259659621376593
Decoded,decoded,MLP,Agglo,4,60,Pol,KNeighborsClassifier,centroid,0.260306715139359
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Pol,KNeighborsClassifier,centroid,0.2591366846349924
Encoded,encoded,MLP,Agglo,2,60,Pol,KNeighborsClassifier,centroid,0.1241820233170365
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,KNeighborsClassifier,centroid,0.0319752622121934
Original,original,,Agglo,1,60,Pol,KNeighborsClassifier,centroid,0.0852701516860976
Decoded,decoded,GNN,Agglo,3,60,Pol,KNeighborsClassifier,centroid,0.2443692281977351
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Pol,KNeighborsClassifier,centroid,0.263900380259914
Encoded,encoded,GNN,Agglo,2,60,Pol,KNeighborsClassifier,centroid,0.1800676946220383
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Pol,KNeighborsClassifier,centroid,0.1404454473277339
Original,original,,Agglo,0,60,Pol,KNeighborsClassifier,centroid,0.0852701516860976
Decoded,decoded,MLP,Agglo,4,60,Pol,KNeighborsClassifier,closest,0.3154987255024863
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Pol,KNeighborsClassifier,closest,0.2918139651498057
Encoded,encoded,MLP,Agglo,1,60,Pol,KNeighborsClassifier,closest,0.1488696669591743
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,KNeighborsClassifier,closest,0.0468012201746688
Original,original,,Agglo,2,60,Pol,KNeighborsClassifier,closest,0.2875182817266308
Decoded,decoded,GNN,Agglo,2,60,Pol,KNeighborsClassifier,closest,0.2419623083030379
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Pol,KNeighborsClassifier,closest,0.2757511177969997
Encoded,encoded,GNN,Agglo,1,60,Pol,KNeighborsClassifier,closest,0.1933057540428733
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Pol,KNeighborsClassifier,closest,0.1358321841962309
Original,original,,Agglo,4,60,Pol,KNeighborsClassifier,closest,0.2875182817266308
Decoded,decoded,MLP,KIP,2,60,Pol,KNeighborsClassifier,centroid,0.3005490786009778
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,Pol,KNeighborsClassifier,centroid,0.3263616229994568
Encoded,encoded,MLP,KIP,1,60,Pol,KNeighborsClassifier,centroid,0.23690610505202456
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Pol,KNeighborsClassifier,centroid,0.09435961723287786
Original,original,,KIP,4,60,Pol,KNeighborsClassifier,centroid,0.4097647402950148
Decoded,decoded,GNN,KIP,3,60,Pol,KNeighborsClassifier,centroid,0.32924825540094443
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,Pol,KNeighborsClassifier,centroid,0.3288888888888889
Encoded,encoded,GNN,KIP,1,60,Pol,KNeighborsClassifier,centroid,0.28556600225648743
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Pol,KNeighborsClassifier,centroid,0.20613931720362713
Original,original,,KIP,4,60,Pol,KNeighborsClassifier,centroid,0.4097647402950148
Decoded,decoded,MLP,KMeans,3,60,Pol,KNeighborsClassifier,centroid,0.25430278717980864
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Pol,KNeighborsClassifier,centroid,0.2617558814926246
Encoded,encoded,MLP,KMeans,2,60,Pol,KNeighborsClassifier,centroid,0.11450419957377464
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,KNeighborsClassifier,centroid,0.03581296226651628
Original,original,,KMeans,1,60,Pol,KNeighborsClassifier,centroid,0.08878024319919768
Decoded,decoded,GNN,KMeans,3,60,Pol,KNeighborsClassifier,centroid,0.25282687727215747
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Pol,KNeighborsClassifier,centroid,0.26697087459780205
Encoded,encoded,GNN,KMeans,2,60,Pol,KNeighborsClassifier,centroid,0.1833019932305378
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Pol,KNeighborsClassifier,centroid,0.1382040031757971
Original,original,,KMeans,0,60,Pol,KNeighborsClassifier,centroid,0.08878024319919768
Decoded,decoded,MLP,KMeans,4,60,Pol,KNeighborsClassifier,closest,0.279175964230496
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Pol,KNeighborsClassifier,closest,0.27567255860599227
Encoded,encoded,MLP,KMeans,1,60,Pol,KNeighborsClassifier,closest,0.1401429108687477
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,KNeighborsClassifier,closest,0.04528519493543938
Original,original,,KMeans,2,60,Pol,KNeighborsClassifier,closest,0.26233421085621167
Decoded,decoded,GNN,KMeans,2,60,Pol,KNeighborsClassifier,closest,0.2537361581212654
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Pol,KNeighborsClassifier,closest,0.2807120471355146
Encoded,encoded,GNN,KMeans,1,60,Pol,KNeighborsClassifier,closest,0.1977117546278885
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,Pol,KNeighborsClassifier,closest,0.140044294011951
Original,original,,KMeans,3,60,Pol,KNeighborsClassifier,closest,0.26233421085621167
Decoded,decoded,MLP,Agglo,3,60,Pol,LogisticRegression,centroid,0.0965698075882276
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,Pol,LogisticRegression,centroid,0.0279099714461675
Encoded,encoded,MLP,Agglo,4,60,Pol,LogisticRegression,centroid,0.1382341414254521
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,Pol,LogisticRegression,centroid,-0.0128865498385681
Original,original,,Agglo,0,60,Pol,LogisticRegression,centroid,-0.0232069872907452
Decoded,decoded,GNN,Agglo,1,60,Pol,LogisticRegression,centroid,0.0540749864695892
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,Pol,LogisticRegression,centroid,0.1351361439262452
Encoded,encoded,GNN,Agglo,4,60,Pol,LogisticRegression,centroid,0.1709590728402664
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,Pol,LogisticRegression,centroid,0.130825075117108
Original,original,,Agglo,0,60,Pol,LogisticRegression,centroid,-0.0232069872907452
Decoded,decoded,MLP,Agglo,2,60,Pol,LogisticRegression,closest,0.0055987906612171
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Pol,LogisticRegression,closest,-0.0120933878282291
Encoded,encoded,MLP,Agglo,4,60,Pol,LogisticRegression,closest,0.1788253737192766
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,LogisticRegression,closest,-0.0151633913741297
Original,original,,Agglo,3,60,Pol,LogisticRegression,closest,0.0346471828751656
Decoded,decoded,GNN,Agglo,1,60,Pol,LogisticRegression,closest,0.0615587033200828
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,Pol,LogisticRegression,closest,0.0934064908646398
Encoded,encoded,GNN,Agglo,4,60,Pol,LogisticRegression,closest,0.155599723792994
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,Pol,LogisticRegression,closest,0.1303305152753671
Original,original,,Agglo,0,60,Pol,LogisticRegression,closest,0.0346471828751656
Decoded,decoded,MLP,KIP,2,60,Pol,LogisticRegression,centroid,0.09398503256629898
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Pol,LogisticRegression,centroid,0.0375828154451971
Encoded,encoded,MLP,KIP,3,60,Pol,LogisticRegression,centroid,0.20797081163801953
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Pol,LogisticRegression,centroid,0.0011421532948882804
Original,original,,KIP,4,60,Pol,LogisticRegression,centroid,0.41208032398335287
Decoded,decoded,GNN,KIP,1,60,Pol,LogisticRegression,centroid,0.11664707089935236
Decoded-FT,decoded,GNN-MultiHead,KIP,0,60,Pol,LogisticRegression,centroid,0.10101711363678767
Encoded,encoded,GNN,KIP,3,60,Pol,LogisticRegression,centroid,0.17499953343411145
Encoded-FT,encoded,GNN-MultiHead,KIP,2,60,Pol,LogisticRegression,centroid,0.11905081835656828
Original,original,,KIP,4,60,Pol,LogisticRegression,centroid,0.41208032398335287
Decoded,decoded,MLP,KMeans,3,60,Pol,LogisticRegression,centroid,0.10245973536382798
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Pol,LogisticRegression,centroid,0.05427467666983926
Encoded,encoded,MLP,KMeans,4,60,Pol,LogisticRegression,centroid,0.12570031539854054
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,Pol,LogisticRegression,centroid,-0.0057406266913013195
Original,original,,KMeans,0,60,Pol,LogisticRegression,centroid,-0.030309986376276
Decoded,decoded,GNN,KMeans,1,60,Pol,LogisticRegression,centroid,0.056846387846891666
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Pol,LogisticRegression,centroid,0.10092380045910074
Encoded,encoded,GNN,KMeans,4,60,Pol,LogisticRegression,centroid,0.1627363156224922
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,Pol,LogisticRegression,centroid,0.13095011477520851
Original,original,,KMeans,0,60,Pol,LogisticRegression,centroid,-0.030309986376276
Decoded,decoded,MLP,KMeans,3,60,Pol,LogisticRegression,closest,0.013422167478491282
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,Pol,LogisticRegression,closest,0.011636153257563
Encoded,encoded,MLP,KMeans,4,60,Pol,LogisticRegression,closest,0.15656831457738457
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,LogisticRegression,closest,-0.015682212642069242
Original,original,,KMeans,1,60,Pol,LogisticRegression,closest,0.006291174439654318
Decoded,decoded,GNN,KMeans,1,60,Pol,LogisticRegression,closest,0.03959651381968156
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Pol,LogisticRegression,closest,0.07648321295933405
Encoded,encoded,GNN,KMeans,4,60,Pol,LogisticRegression,closest,0.16187223559711095
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,Pol,LogisticRegression,closest,0.12966239292312856
Original,original,,KMeans,0,60,Pol,LogisticRegression,closest,0.006291174439654318
Decoded,decoded,MLP,Agglo,4,60,Pol,MLPClassifier,centroid,0.2565500064691422
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,Pol,MLPClassifier,centroid,0.243013326432915
Encoded,encoded,MLP,Agglo,2,60,Pol,MLPClassifier,centroid,0.1605560227713806
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,MLPClassifier,centroid,0.0891043472635528
Original,original,,Agglo,1,60,Pol,MLPClassifier,centroid,0.1119242463449346
Decoded,decoded,GNN,Agglo,2,60,Pol,MLPClassifier,centroid,0.1992091473670591
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Pol,MLPClassifier,centroid,0.2693669944365378
Encoded,encoded,GNN,Agglo,3,60,Pol,MLPClassifier,centroid,0.2239131841117867
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,Pol,MLPClassifier,centroid,0.1738339371199378
Original,original,,Agglo,0,60,Pol,MLPClassifier,centroid,0.1119242463449346
Decoded,decoded,MLP,Agglo,4,60,Pol,MLPClassifier,closest,0.1777639410014232
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Pol,MLPClassifier,closest,0.1490975546642515
Encoded,encoded,MLP,Agglo,2,60,Pol,MLPClassifier,closest,0.1506258895070514
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,MLPClassifier,closest,0.0934952775262
Original,original,,Agglo,3,60,Pol,MLPClassifier,closest,0.1737045542761029
Decoded,decoded,GNN,Agglo,2,60,Pol,MLPClassifier,closest,0.1929987708629835
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,Pol,MLPClassifier,closest,0.2375873334195886
Encoded,encoded,GNN,Agglo,3,60,Pol,MLPClassifier,closest,0.2153577435632035
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,Pol,MLPClassifier,closest,0.1706964031569413
Original,original,,Agglo,1,60,Pol,MLPClassifier,closest,0.1737045542761029
Decoded,decoded,MLP,KIP,4,60,Pol,MLPClassifier,centroid,0.24343220338983054
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,Pol,MLPClassifier,centroid,0.1919006339759348
Encoded,encoded,MLP,KIP,3,60,Pol,MLPClassifier,centroid,0.20562491913572262
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Pol,MLPClassifier,centroid,0.08174408073489459
Original,original,,KIP,1,60,Pol,MLPClassifier,centroid,0.1204618967524906
Decoded,decoded,GNN,KIP,4,60,Pol,MLPClassifier,centroid,0.2741768016561004
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,Pol,MLPClassifier,centroid,0.2625743951352051
Encoded,encoded,GNN,KIP,2,60,Pol,MLPClassifier,centroid,0.24483600724543925
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,Pol,MLPClassifier,centroid,0.19100142321128216
Original,original,,KIP,0,60,Pol,MLPClassifier,centroid,0.1204618967524906
Decoded,decoded,MLP,KMeans,4,60,Pol,MLPClassifier,centroid,0.2756776426445854
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,Pol,MLPClassifier,centroid,0.25098169232759737
Encoded,encoded,MLP,KMeans,2,60,Pol,MLPClassifier,centroid,0.1469190710311813
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,MLPClassifier,centroid,0.0792259671367577
Original,original,,KMeans,1,60,Pol,MLPClassifier,centroid,0.0924569802044249
Decoded,decoded,GNN,KMeans,2,60,Pol,MLPClassifier,centroid,0.19646784836330702
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Pol,MLPClassifier,centroid,0.2571823651183853
Encoded,encoded,GNN,KMeans,3,60,Pol,MLPClassifier,centroid,0.21750549877086298
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Pol,MLPClassifier,centroid,0.1759736058998577
Original,original,,KMeans,0,60,Pol,MLPClassifier,centroid,0.0924569802044249
Decoded,decoded,MLP,KMeans,3,60,Pol,MLPClassifier,closest,0.17561295122266787
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,Pol,MLPClassifier,closest,0.18132358649243113
Encoded,encoded,MLP,KMeans,1,60,Pol,MLPClassifier,closest,0.14110816405744597
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,MLPClassifier,closest,0.0756954327856126
Original,original,,KMeans,2,60,Pol,MLPClassifier,closest,0.1469497994565921
Decoded,decoded,GNN,KMeans,2,60,Pol,MLPClassifier,closest,0.2078664769051623
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,Pol,MLPClassifier,closest,0.22135463837495148
Encoded,encoded,GNN,KMeans,3,60,Pol,MLPClassifier,closest,0.22093576141803592
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,Pol,MLPClassifier,closest,0.17191421917453747
Original,original,,KMeans,0,60,Pol,MLPClassifier,closest,0.1469497994565921
Decoded,decoded,MLP,Agglo,2,60,Pol,XGBClassifier,centroid,0.1711032454098783
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,Pol,XGBClassifier,centroid,0.1098154253943625
Encoded,encoded,MLP,Agglo,3,60,Pol,XGBClassifier,centroid,0.2023370830100853
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,Pol,XGBClassifier,centroid,0.1070678174295319
Original,original,,Agglo,4,60,Pol,XGBClassifier,centroid,0.4097653219550038
Decoded,decoded,GNN,Agglo,1,60,Pol,XGBClassifier,centroid,0.1810754460822343
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,Pol,XGBClassifier,centroid,0.1745054305663304
Encoded,encoded,GNN,Agglo,3,60,Pol,XGBClassifier,centroid,0.2478665632273079
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,Pol,XGBClassifier,centroid,0.1923810447375225
Original,original,,Agglo,4,60,Pol,XGBClassifier,centroid,0.4097653219550038
Decoded,decoded,MLP,Agglo,1,60,Pol,XGBClassifier,closest,0.1048212438582881
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,Pol,XGBClassifier,closest,0.0809008921644686
Encoded,encoded,MLP,Agglo,4,60,Pol,XGBClassifier,closest,0.2201803723816911
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,Pol,XGBClassifier,closest,0.1186966640806827
Original,original,,Agglo,3,60,Pol,XGBClassifier,closest,0.1194320532712696
Decoded,decoded,GNN,Agglo,2,60,Pol,XGBClassifier,closest,0.1720002585983966
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,Pol,XGBClassifier,closest,0.1321114559089733
Encoded,encoded,GNN,Agglo,3,60,Pol,XGBClassifier,closest,0.223348202741143
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,60,Pol,XGBClassifier,closest,0.2313162658391517
Original,original,,Agglo,0,60,Pol,XGBClassifier,closest,0.1194320532712696
Decoded,decoded,MLP,KIP,2,60,Pol,XGBClassifier,centroid,0.19628264804758203
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,Pol,XGBClassifier,centroid,0.1766501810188777
Encoded,encoded,MLP,KIP,3,60,Pol,XGBClassifier,centroid,0.2679354150504266
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,Pol,XGBClassifier,centroid,0.11514416860615459
Original,original,,KIP,4,60,Pol,XGBClassifier,centroid,0.36549812516162394
Decoded,decoded,GNN,KIP,3,60,Pol,XGBClassifier,centroid,0.2849835143522109
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,Pol,XGBClassifier,centroid,0.2510117662270493
Encoded,encoded,GNN,KIP,2,60,Pol,XGBClassifier,centroid,0.26919608223429004
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,Pol,XGBClassifier,centroid,0.21791763641065415
Original,original,,KIP,4,60,Pol,XGBClassifier,centroid,0.36549812516162394
Decoded,decoded,MLP,KMeans,2,60,Pol,XGBClassifier,centroid,0.1274776958882854
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,Pol,XGBClassifier,centroid,0.10685447375226265
Encoded,encoded,MLP,KMeans,3,60,Pol,XGBClassifier,centroid,0.18178335919317298
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,Pol,XGBClassifier,centroid,0.10551622704939215
Original,original,,KMeans,4,60,Pol,XGBClassifier,centroid,0.4922420480993018
Decoded,decoded,GNN,KMeans,1,60,Pol,XGBClassifier,centroid,0.17129234548745784
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,Pol,XGBClassifier,centroid,0.16369278510473229
Encoded,encoded,GNN,KMeans,3,60,Pol,XGBClassifier,centroid,0.23833559606930427
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,Pol,XGBClassifier,centroid,0.1852809025084044
Original,original,,KMeans,4,60,Pol,XGBClassifier,centroid,0.4922420480993018
Decoded,decoded,MLP,KMeans,1,60,Pol,XGBClassifier,closest,0.09973008792345477
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,Pol,XGBClassifier,closest,0.09599657357124378
Encoded,encoded,MLP,KMeans,4,60,Pol,XGBClassifier,closest,0.1795707266614946
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,Pol,XGBClassifier,closest,0.1208107059736229
Original,original,,KMeans,3,60,Pol,XGBClassifier,closest,0.13452288595810702
Decoded,decoded,GNN,KMeans,1,60,Pol,XGBClassifier,closest,0.13815780967158003
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,Pol,XGBClassifier,closest,0.17564326351176618
Encoded,encoded,GNN,KMeans,4,60,Pol,XGBClassifier,closest,0.2437225239203517
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,Pol,XGBClassifier,closest,0.202309606930437
Original,original,,KMeans,0,60,Pol,XGBClassifier,closest,0.13452288595810702
Decoded,decoded,MLP,Agglo,3,60,RoadSafety,GaussianNB,centroid,0.0535960091893076
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,GaussianNB,centroid,0.1331300744336021
Encoded,encoded,MLP,Agglo,1,60,RoadSafety,GaussianNB,centroid,-0.0848268377869146
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,GaussianNB,centroid,-0.1819936446185476
Original,original,,Agglo,2,60,RoadSafety,GaussianNB,centroid,0.0080336719697581
Decoded,decoded,GNN,Agglo,3,60,RoadSafety,GaussianNB,centroid,0.0389783286043525
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,RoadSafety,GaussianNB,centroid,0.1581863220880845
Encoded,encoded,GNN,Agglo,0,60,RoadSafety,GaussianNB,centroid,-0.1224573406188711
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,RoadSafety,GaussianNB,centroid,-0.1029556704705849
Original,original,,Agglo,2,60,RoadSafety,GaussianNB,centroid,0.0080336719697581
Decoded,decoded,MLP,Agglo,3,60,RoadSafety,GaussianNB,closest,0.0157319843049303
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,GaussianNB,closest,0.1237026960550746
Encoded,encoded,MLP,Agglo,1,60,RoadSafety,GaussianNB,closest,-0.0841273103013572
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,GaussianNB,closest,-0.1751942608588888
Original,original,,Agglo,2,60,RoadSafety,GaussianNB,closest,-0.0092730460895885
Decoded,decoded,GNN,Agglo,3,60,RoadSafety,GaussianNB,closest,0.0495713831666369
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,RoadSafety,GaussianNB,closest,0.1397200643651723
Encoded,encoded,GNN,Agglo,1,60,RoadSafety,GaussianNB,closest,-0.0840251503728007
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,RoadSafety,GaussianNB,closest,-0.0993567685208834
Original,original,,Agglo,2,60,RoadSafety,GaussianNB,closest,-0.0092730460895885
Decoded,decoded,MLP,KIP,4,60,RoadSafety,GaussianNB,centroid,0.16062717671862503
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,RoadSafety,GaussianNB,centroid,0.07522683694642643
Encoded,encoded,MLP,KIP,1,60,RoadSafety,GaussianNB,centroid,0.013204463862378859
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,RoadSafety,GaussianNB,centroid,-0.18391016583336928
Original,original,,KIP,3,60,RoadSafety,GaussianNB,centroid,0.1483169709907111
Decoded,decoded,GNN,KIP,4,60,RoadSafety,GaussianNB,centroid,0.164228132134227
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,RoadSafety,GaussianNB,centroid,0.09909271668357236
Encoded,encoded,GNN,KIP,1,60,RoadSafety,GaussianNB,centroid,-0.0016093155528336984
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,RoadSafety,GaussianNB,centroid,-0.09961432567534607
Original,original,,KIP,3,60,RoadSafety,GaussianNB,centroid,0.1483169709907111
Decoded,decoded,MLP,KMeans,3,60,RoadSafety,GaussianNB,centroid,0.027025769779299925
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,GaussianNB,centroid,0.07881335363144579
Encoded,encoded,MLP,KMeans,1,60,RoadSafety,GaussianNB,centroid,-0.10035595159961759
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,GaussianNB,centroid,-0.19414600328798082
Original,original,,KMeans,2,60,RoadSafety,GaussianNB,centroid,0.02483290697252672
Decoded,decoded,GNN,KMeans,3,60,RoadSafety,GaussianNB,centroid,0.026936441624871278
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,RoadSafety,GaussianNB,centroid,0.13782093075347657
Encoded,encoded,GNN,KMeans,1,60,RoadSafety,GaussianNB,centroid,-0.10106221731863049
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,GaussianNB,centroid,-0.12408941382693624
Original,original,,KMeans,2,60,RoadSafety,GaussianNB,centroid,0.02483290697252672
Decoded,decoded,MLP,KMeans,2,60,RoadSafety,GaussianNB,closest,0.050656436936283265
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,GaussianNB,closest,0.08952727853949287
Encoded,encoded,MLP,KMeans,1,60,RoadSafety,GaussianNB,closest,-0.10410329525642444
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,GaussianNB,closest,-0.20327738649568708
Original,original,,KMeans,3,60,RoadSafety,GaussianNB,closest,0.05425470135645518
Decoded,decoded,GNN,KMeans,3,60,RoadSafety,GaussianNB,closest,0.09248024846364337
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,RoadSafety,GaussianNB,closest,0.1326777030589455
Encoded,encoded,GNN,KMeans,1,60,RoadSafety,GaussianNB,closest,-0.0774638158415486
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,GaussianNB,closest,-0.11246444728231295
Original,original,,KMeans,2,60,RoadSafety,GaussianNB,closest,0.05425470135645518
Decoded,decoded,MLP,Agglo,2,60,RoadSafety,KNeighborsClassifier,centroid,0.1150935310650512
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,KNeighborsClassifier,centroid,0.1543588400411839
Encoded,encoded,MLP,Agglo,3,60,RoadSafety,KNeighborsClassifier,centroid,0.1170814104864219
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,KNeighborsClassifier,centroid,-0.0248251645695377
Original,original,,Agglo,1,60,RoadSafety,KNeighborsClassifier,centroid,0.0958239049360196
Decoded,decoded,GNN,Agglo,4,60,RoadSafety,KNeighborsClassifier,centroid,0.1536230657172363
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,RoadSafety,KNeighborsClassifier,centroid,0.1240512815793587
Encoded,encoded,GNN,Agglo,3,60,RoadSafety,KNeighborsClassifier,centroid,0.1253863974181241
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,RoadSafety,KNeighborsClassifier,centroid,-0.0141172544155696
Original,original,,Agglo,1,60,RoadSafety,KNeighborsClassifier,centroid,0.0958239049360196
Decoded,decoded,MLP,Agglo,3,60,RoadSafety,KNeighborsClassifier,closest,0.1161641913236717
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,KNeighborsClassifier,closest,0.1824279811735203
Encoded,encoded,MLP,Agglo,2,60,RoadSafety,KNeighborsClassifier,closest,0.1111018139521066
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,KNeighborsClassifier,closest,0.0025763245381604
Original,original,,Agglo,1,60,RoadSafety,KNeighborsClassifier,closest,0.0820421902390047
Decoded,decoded,GNN,Agglo,2,60,RoadSafety,KNeighborsClassifier,closest,0.1415781378077562
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,RoadSafety,KNeighborsClassifier,closest,0.1710532312718579
Encoded,encoded,GNN,Agglo,3,60,RoadSafety,KNeighborsClassifier,closest,0.1474752287973651
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,RoadSafety,KNeighborsClassifier,closest,-0.0066426027310673
Original,original,,Agglo,1,60,RoadSafety,KNeighborsClassifier,closest,0.0820421902390047
Decoded,decoded,MLP,KIP,3,60,RoadSafety,KNeighborsClassifier,centroid,0.23869656454697807
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,RoadSafety,KNeighborsClassifier,centroid,0.22234043911552903
Encoded,encoded,MLP,KIP,1,60,RoadSafety,KNeighborsClassifier,centroid,0.20265688061820125
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,RoadSafety,KNeighborsClassifier,centroid,0.0569264920370955
Original,original,,KIP,4,60,RoadSafety,KNeighborsClassifier,centroid,0.28150625189256806
Decoded,decoded,GNN,KIP,3,60,RoadSafety,KNeighborsClassifier,centroid,0.23383179830656292
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,RoadSafety,KNeighborsClassifier,centroid,0.21640257182333505
Encoded,encoded,GNN,KIP,1,60,RoadSafety,KNeighborsClassifier,centroid,0.1873174743128064
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,RoadSafety,KNeighborsClassifier,centroid,0.027966942824648
Original,original,,KIP,4,60,RoadSafety,KNeighborsClassifier,centroid,0.28150625189256806
Decoded,decoded,MLP,KMeans,2,60,RoadSafety,KNeighborsClassifier,centroid,0.10390915906741124
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,KNeighborsClassifier,centroid,0.13253666729565292
Encoded,encoded,MLP,KMeans,1,60,RoadSafety,KNeighborsClassifier,centroid,0.10256815323022075
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,KNeighborsClassifier,centroid,-0.02393235333837058
Original,original,,KMeans,3,60,RoadSafety,KNeighborsClassifier,centroid,0.11224983665556412
Decoded,decoded,GNN,KMeans,4,60,RoadSafety,KNeighborsClassifier,centroid,0.1753808229199511
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,RoadSafety,KNeighborsClassifier,centroid,0.14252353505580745
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,KNeighborsClassifier,centroid,0.1402500511363005
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,KNeighborsClassifier,centroid,-0.0217385914291648
Original,original,,KMeans,1,60,RoadSafety,KNeighborsClassifier,centroid,0.11224983665556412
Decoded,decoded,MLP,KMeans,3,60,RoadSafety,KNeighborsClassifier,closest,0.11722560351211102
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,KNeighborsClassifier,closest,0.16339599557966802
Encoded,encoded,MLP,KMeans,1,60,RoadSafety,KNeighborsClassifier,closest,0.09554409732163456
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,KNeighborsClassifier,closest,-0.00488372002949442
Original,original,,KMeans,2,60,RoadSafety,KNeighborsClassifier,closest,0.0965903833284475
Decoded,decoded,GNN,KMeans,3,60,RoadSafety,KNeighborsClassifier,closest,0.15740623369657392
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,RoadSafety,KNeighborsClassifier,closest,0.18053875377757062
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,KNeighborsClassifier,closest,0.15528208590262543
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,KNeighborsClassifier,closest,-0.0133183364556302
Original,original,,KMeans,1,60,RoadSafety,KNeighborsClassifier,closest,0.0965903833284475
Decoded,decoded,MLP,Agglo,1,60,RoadSafety,LogisticRegression,centroid,0.0187019356759412
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,LogisticRegression,centroid,0.1093098072527679
Encoded,encoded,MLP,Agglo,2,60,RoadSafety,LogisticRegression,centroid,0.0214614334825254
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,RoadSafety,LogisticRegression,centroid,0.0221521132230361
Original,original,,Agglo,0,60,RoadSafety,LogisticRegression,centroid,-0.0034610489467685
Decoded,decoded,GNN,Agglo,4,60,RoadSafety,LogisticRegression,centroid,0.121692568937863
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,RoadSafety,LogisticRegression,centroid,0.0886937618907224
Encoded,encoded,GNN,Agglo,2,60,RoadSafety,LogisticRegression,centroid,0.030116688524581
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,RoadSafety,LogisticRegression,centroid,0.0161788933933099
Original,original,,Agglo,0,60,RoadSafety,LogisticRegression,centroid,-0.0034610489467685
Decoded,decoded,MLP,Agglo,2,60,RoadSafety,LogisticRegression,closest,0.0160142944142076
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,LogisticRegression,closest,0.06490638573731
Encoded,encoded,MLP,Agglo,3,60,RoadSafety,LogisticRegression,closest,0.0337490884878556
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,LogisticRegression,closest,0.00692072477278
Original,original,,Agglo,1,60,RoadSafety,LogisticRegression,closest,0.0109043855443091
Decoded,decoded,GNN,Agglo,4,60,RoadSafety,LogisticRegression,closest,0.1200414170387334
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,RoadSafety,LogisticRegression,closest,0.1084288831800791
Encoded,encoded,GNN,Agglo,2,60,RoadSafety,LogisticRegression,closest,0.0773714211014156
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,RoadSafety,LogisticRegression,closest,0.0230987199592795
Original,original,,Agglo,0,60,RoadSafety,LogisticRegression,closest,0.0109043855443091
Decoded,decoded,MLP,KIP,4,60,RoadSafety,LogisticRegression,centroid,0.16233529145515307
Decoded-FT,decoded,MLP-MultiHead,KIP,2,60,RoadSafety,LogisticRegression,centroid,0.10731799338574952
Encoded,encoded,MLP,KIP,3,60,RoadSafety,LogisticRegression,centroid,0.12138285484049782
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,RoadSafety,LogisticRegression,centroid,0.0019883944866082408
Original,original,,KIP,1,60,RoadSafety,LogisticRegression,centroid,0.10463086420514009
Decoded,decoded,GNN,KIP,4,60,RoadSafety,LogisticRegression,centroid,0.17983777001555012
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,RoadSafety,LogisticRegression,centroid,0.14944015750293865
Encoded,encoded,GNN,KIP,2,60,RoadSafety,LogisticRegression,centroid,0.1152034583481317
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,RoadSafety,LogisticRegression,centroid,-0.00801825709617196
Original,original,,KIP,1,60,RoadSafety,LogisticRegression,centroid,0.10463086420514009
Decoded,decoded,MLP,KMeans,2,60,RoadSafety,LogisticRegression,centroid,0.01608007825508096
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,LogisticRegression,centroid,0.09752405369447267
Encoded,encoded,MLP,KMeans,3,60,RoadSafety,LogisticRegression,centroid,0.023191819611412298
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,RoadSafety,LogisticRegression,centroid,0.0078199350972277
Original,original,,KMeans,0,60,RoadSafety,LogisticRegression,centroid,0.0006913260364457208
Decoded,decoded,GNN,KMeans,4,60,RoadSafety,LogisticRegression,centroid,0.2077686072238974
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,RoadSafety,LogisticRegression,centroid,0.13992656570842754
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,LogisticRegression,centroid,0.0299776894720033
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,LogisticRegression,centroid,-0.00204751094865066
Original,original,,KMeans,1,60,RoadSafety,LogisticRegression,centroid,0.0006913260364457208
Decoded,decoded,MLP,KMeans,2,60,RoadSafety,LogisticRegression,closest,0.02374877803867408
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,LogisticRegression,closest,0.09430174605312693
Encoded,encoded,MLP,KMeans,3,60,RoadSafety,LogisticRegression,closest,0.03451021448528198
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,LogisticRegression,closest,-0.0009194499179137403
Original,original,,KMeans,1,60,RoadSafety,LogisticRegression,closest,0.01606366275130048
Decoded,decoded,GNN,KMeans,4,60,RoadSafety,LogisticRegression,closest,0.105602738428146
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,RoadSafety,LogisticRegression,closest,0.10537482516068883
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,LogisticRegression,closest,0.047842071042728064
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,RoadSafety,LogisticRegression,closest,0.01711030288328606
Original,original,,KMeans,0,60,RoadSafety,LogisticRegression,closest,0.01606366275130048
Decoded,decoded,MLP,Agglo,3,60,RoadSafety,MLPClassifier,centroid,0.1887453654230986
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,MLPClassifier,centroid,0.2342736045789345
Encoded,encoded,MLP,Agglo,2,60,RoadSafety,MLPClassifier,centroid,0.1234736086889045
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,MLPClassifier,centroid,0.0906148317787235
Original,original,,Agglo,1,60,RoadSafety,MLPClassifier,centroid,0.1229310483720045
Decoded,decoded,GNN,Agglo,4,60,RoadSafety,MLPClassifier,centroid,0.223220856600028
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,RoadSafety,MLPClassifier,centroid,0.2052599278419865
Encoded,encoded,GNN,Agglo,2,60,RoadSafety,MLPClassifier,centroid,0.1431111764787372
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,RoadSafety,MLPClassifier,centroid,0.106617068355055
Original,original,,Agglo,1,60,RoadSafety,MLPClassifier,centroid,0.1229310483720045
Decoded,decoded,MLP,Agglo,3,60,RoadSafety,MLPClassifier,closest,0.1550987397241755
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,MLPClassifier,closest,0.1894988937484385
Encoded,encoded,MLP,Agglo,2,60,RoadSafety,MLPClassifier,closest,0.1422603499624725
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,RoadSafety,MLPClassifier,closest,0.0998164514684758
Original,original,,Agglo,1,60,RoadSafety,MLPClassifier,closest,0.1197626267253825
Decoded,decoded,GNN,Agglo,4,60,RoadSafety,MLPClassifier,closest,0.2307164236708374
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,RoadSafety,MLPClassifier,closest,0.2211133624736603
Encoded,encoded,GNN,Agglo,2,60,RoadSafety,MLPClassifier,closest,0.1990933955825311
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,RoadSafety,MLPClassifier,closest,0.1198339055593449
Original,original,,Agglo,0,60,RoadSafety,MLPClassifier,closest,0.1197626267253825
Decoded,decoded,MLP,KIP,4,60,RoadSafety,MLPClassifier,centroid,0.2566877541210796
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,RoadSafety,MLPClassifier,centroid,0.22570577989992574
Encoded,encoded,MLP,KIP,2,60,RoadSafety,MLPClassifier,centroid,0.21461260553265787
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,RoadSafety,MLPClassifier,centroid,0.09098541899585708
Original,original,,KIP,1,60,RoadSafety,MLPClassifier,centroid,0.1809498775319319
Decoded,decoded,GNN,KIP,4,60,RoadSafety,MLPClassifier,centroid,0.258638423744588
Decoded-FT,decoded,GNN-MultiHead,KIP,3,60,RoadSafety,MLPClassifier,centroid,0.24402269146183783
Encoded,encoded,GNN,KIP,2,60,RoadSafety,MLPClassifier,centroid,0.20869142446451536
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,RoadSafety,MLPClassifier,centroid,0.08931362965491682
Original,original,,KIP,1,60,RoadSafety,MLPClassifier,centroid,0.1809498775319319
Decoded,decoded,MLP,KMeans,3,60,RoadSafety,MLPClassifier,centroid,0.1550497927112263
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,MLPClassifier,centroid,0.20620924975319413
Encoded,encoded,MLP,KMeans,1,60,RoadSafety,MLPClassifier,centroid,0.12347523939514735
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,MLPClassifier,centroid,0.0773921026335517
Original,original,,KMeans,2,60,RoadSafety,MLPClassifier,centroid,0.14340408563118862
Decoded,decoded,GNN,KMeans,4,60,RoadSafety,MLPClassifier,centroid,0.24650542326963562
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,RoadSafety,MLPClassifier,centroid,0.2412159361099623
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,MLPClassifier,centroid,0.14485781966348002
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,MLPClassifier,centroid,0.07745423364821752
Original,original,,KMeans,1,60,RoadSafety,MLPClassifier,centroid,0.14340408563118862
Decoded,decoded,MLP,KMeans,3,60,RoadSafety,MLPClassifier,closest,0.15535667539285117
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,RoadSafety,MLPClassifier,closest,0.20210549632675107
Encoded,encoded,MLP,KMeans,1,60,RoadSafety,MLPClassifier,closest,0.13477719396813553
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,MLPClassifier,closest,0.08314635767464298
Original,original,,KMeans,2,60,RoadSafety,MLPClassifier,closest,0.14072942855312393
Decoded,decoded,GNN,KMeans,3,60,RoadSafety,MLPClassifier,closest,0.2162553096413236
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,RoadSafety,MLPClassifier,closest,0.22098461969154148
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,MLPClassifier,closest,0.14750602572704716
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,MLPClassifier,closest,0.09597508310376002
Original,original,,KMeans,1,60,RoadSafety,MLPClassifier,closest,0.14072942855312393
Decoded,decoded,MLP,Agglo,2,60,RoadSafety,XGBClassifier,centroid,0.1409041995208514
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,RoadSafety,XGBClassifier,centroid,0.1388533951624311
Encoded,encoded,MLP,Agglo,4,60,RoadSafety,XGBClassifier,centroid,0.1767533152704443
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,60,RoadSafety,XGBClassifier,centroid,0.1447089534509355
Original,original,,Agglo,0,60,RoadSafety,XGBClassifier,centroid,0.1290274653971658
Decoded,decoded,GNN,Agglo,2,60,RoadSafety,XGBClassifier,centroid,0.1711965187587614
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,RoadSafety,XGBClassifier,centroid,0.177819240988532
Encoded,encoded,GNN,Agglo,4,60,RoadSafety,XGBClassifier,centroid,0.1960111543299634
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,RoadSafety,XGBClassifier,centroid,0.1396077731893578
Original,original,,Agglo,0,60,RoadSafety,XGBClassifier,centroid,0.1290274653971658
Decoded,decoded,MLP,Agglo,1,60,RoadSafety,XGBClassifier,closest,0.1403745103280855
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,RoadSafety,XGBClassifier,closest,0.2009600568944129
Encoded,encoded,MLP,Agglo,3,60,RoadSafety,XGBClassifier,closest,0.1786570180476268
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,RoadSafety,XGBClassifier,closest,0.1513269808527844
Original,original,,Agglo,0,60,RoadSafety,XGBClassifier,closest,0.1340516395837451
Decoded,decoded,GNN,Agglo,2,60,RoadSafety,XGBClassifier,closest,0.1758414925114043
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,RoadSafety,XGBClassifier,closest,0.1999680769863149
Encoded,encoded,GNN,Agglo,4,60,RoadSafety,XGBClassifier,closest,0.2206051148270456
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,RoadSafety,XGBClassifier,closest,0.1230051090443252
Original,original,,Agglo,1,60,RoadSafety,XGBClassifier,closest,0.1340516395837451
Decoded,decoded,MLP,KIP,3,60,RoadSafety,XGBClassifier,centroid,0.2610351294631035
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,RoadSafety,XGBClassifier,centroid,0.2148812460076935
Encoded,encoded,MLP,KIP,4,60,RoadSafety,XGBClassifier,centroid,0.27417391324404783
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,RoadSafety,XGBClassifier,centroid,0.1434286766010193
Original,original,,KIP,2,60,RoadSafety,XGBClassifier,centroid,0.25463352908798226
Decoded,decoded,GNN,KIP,2,60,RoadSafety,XGBClassifier,centroid,0.24267495421543878
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,RoadSafety,XGBClassifier,centroid,0.2343463876005253
Encoded,encoded,GNN,KIP,4,60,RoadSafety,XGBClassifier,centroid,0.26355048023367555
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,RoadSafety,XGBClassifier,centroid,0.13286120194387302
Original,original,,KIP,3,60,RoadSafety,XGBClassifier,centroid,0.25463352908798226
Decoded,decoded,MLP,KMeans,0,60,RoadSafety,XGBClassifier,centroid,0.13333796943806858
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,RoadSafety,XGBClassifier,centroid,0.137443789878681
Encoded,encoded,MLP,KMeans,3,60,RoadSafety,XGBClassifier,centroid,0.17200604148981974
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,RoadSafety,XGBClassifier,centroid,0.13581688943367853
Original,original,,KMeans,4,60,RoadSafety,XGBClassifier,centroid,0.3536217237479343
Decoded,decoded,GNN,KMeans,3,60,RoadSafety,XGBClassifier,centroid,0.3466843190985726
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,RoadSafety,XGBClassifier,centroid,0.1772225601428796
Encoded,encoded,GNN,KMeans,2,60,RoadSafety,XGBClassifier,centroid,0.2154089501146109
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,XGBClassifier,centroid,0.12296716902294051
Original,original,,KMeans,4,60,RoadSafety,XGBClassifier,centroid,0.3536217237479343
Decoded,decoded,MLP,KMeans,2,60,RoadSafety,XGBClassifier,closest,0.1353548638807745
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,RoadSafety,XGBClassifier,closest,0.171108430347215
Encoded,encoded,MLP,KMeans,4,60,RoadSafety,XGBClassifier,closest,0.17896245792203708
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,RoadSafety,XGBClassifier,closest,0.12592112932460162
Original,original,,KMeans,1,60,RoadSafety,XGBClassifier,closest,0.13247078659217434
Decoded,decoded,GNN,KMeans,2,60,RoadSafety,XGBClassifier,closest,0.16033212211616096
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,RoadSafety,XGBClassifier,closest,0.20561896075543382
Encoded,encoded,GNN,KMeans,4,60,RoadSafety,XGBClassifier,closest,0.21827434798148088
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,RoadSafety,XGBClassifier,closest,0.11081488209961268
Original,original,,KMeans,1,60,RoadSafety,XGBClassifier,closest,0.13247078659217434
Decoded,decoded,MLP,Agglo,2,60,TencentCTRSmall,GaussianNB,centroid,0.0089233765257555
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TencentCTRSmall,GaussianNB,centroid,0.0201054712612937
Encoded,encoded,MLP,Agglo,1,60,TencentCTRSmall,GaussianNB,centroid,-0.1036334078510021
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TencentCTRSmall,GaussianNB,centroid,-0.1058909666537134
Original,original,,Agglo,4,60,TencentCTRSmall,GaussianNB,centroid,0.028788657288738
Decoded,decoded,GNN,Agglo,1,60,TencentCTRSmall,GaussianNB,centroid,-0.1233083526197478
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,TencentCTRSmall,GaussianNB,centroid,-0.0036042101162517
Encoded,encoded,GNN,Agglo,2,60,TencentCTRSmall,GaussianNB,centroid,-0.0877692408917462
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,GaussianNB,centroid,-0.1444721693028041
Original,original,,Agglo,4,60,TencentCTRSmall,GaussianNB,centroid,0.028788657288738
Decoded,decoded,MLP,Agglo,3,60,TencentCTRSmall,GaussianNB,closest,0.0540476929828239
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,TencentCTRSmall,GaussianNB,closest,0.0434478138316877
Encoded,encoded,MLP,Agglo,0,60,TencentCTRSmall,GaussianNB,closest,-0.0858693591705911
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,TencentCTRSmall,GaussianNB,closest,-0.044838715848457
Original,original,,Agglo,4,60,TencentCTRSmall,GaussianNB,closest,0.093847432464055
Decoded,decoded,GNN,Agglo,3,60,TencentCTRSmall,GaussianNB,closest,0.0122960916967324
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,GaussianNB,closest,-0.0633963786693059
Encoded,encoded,GNN,Agglo,2,60,TencentCTRSmall,GaussianNB,closest,-0.0618431596625276
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,GaussianNB,closest,-0.1203213335345547
Original,original,,Agglo,4,60,TencentCTRSmall,GaussianNB,closest,0.093847432464055
Decoded,decoded,MLP,KIP,4,60,TencentCTRSmall,GaussianNB,centroid,0.0028122577926164988
Decoded-FT,decoded,MLP-MultiHead,KIP,3,60,TencentCTRSmall,GaussianNB,centroid,-0.02521509416607614
Encoded,encoded,MLP,KIP,1,60,TencentCTRSmall,GaussianNB,centroid,-0.08344871043982292
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TencentCTRSmall,GaussianNB,centroid,-0.11096955609588219
Original,original,,KIP,2,60,TencentCTRSmall,GaussianNB,centroid,-0.025367131080051442
Decoded,decoded,GNN,KIP,3,60,TencentCTRSmall,GaussianNB,centroid,-0.02038465648410956
Decoded-FT,decoded,GNN-MultiHead,KIP,4,60,TencentCTRSmall,GaussianNB,centroid,-0.00760988425445964
Encoded,encoded,GNN,KIP,1,60,TencentCTRSmall,GaussianNB,centroid,-0.038027083362720975
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TencentCTRSmall,GaussianNB,centroid,-0.07721017286952665
Original,original,,KIP,2,60,TencentCTRSmall,GaussianNB,centroid,-0.025367131080051442
Decoded,decoded,MLP,KMeans,4,60,TencentCTRSmall,GaussianNB,centroid,0.03838773625576054
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TencentCTRSmall,GaussianNB,centroid,0.019351006432970084
Encoded,encoded,MLP,KMeans,1,60,TencentCTRSmall,GaussianNB,centroid,-0.12145782299293587
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TencentCTRSmall,GaussianNB,centroid,-0.1295556243899827
Original,original,,KMeans,2,60,TencentCTRSmall,GaussianNB,centroid,-0.0237784342168853
Decoded,decoded,GNN,KMeans,2,60,TencentCTRSmall,GaussianNB,centroid,-0.050848579697352216
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TencentCTRSmall,GaussianNB,centroid,0.009514480897705698
Encoded,encoded,GNN,KMeans,1,60,TencentCTRSmall,GaussianNB,centroid,-0.09902665844002934
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TencentCTRSmall,GaussianNB,centroid,-0.13843579367887388
Original,original,,KMeans,3,60,TencentCTRSmall,GaussianNB,centroid,-0.0237784342168853
Decoded,decoded,MLP,KMeans,3,60,TencentCTRSmall,GaussianNB,closest,0.0250831922882425
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,TencentCTRSmall,GaussianNB,closest,0.03108238959208004
Encoded,encoded,MLP,KMeans,0,60,TencentCTRSmall,GaussianNB,closest,-0.11870879153261818
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,TencentCTRSmall,GaussianNB,closest,-0.09385995406042705
Original,original,,KMeans,2,60,TencentCTRSmall,GaussianNB,closest,-0.00688792147104024
Decoded,decoded,GNN,KMeans,2,60,TencentCTRSmall,GaussianNB,closest,-0.047182882359408804
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TencentCTRSmall,GaussianNB,closest,-0.006032897402715582
Encoded,encoded,GNN,KMeans,1,60,TencentCTRSmall,GaussianNB,closest,-0.09431022912009306
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TencentCTRSmall,GaussianNB,closest,-0.12985084807728753
Original,original,,KMeans,3,60,TencentCTRSmall,GaussianNB,closest,-0.00688792147104024
Decoded,decoded,MLP,Agglo,1,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0819228465541122
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0512415303410323
Encoded,encoded,MLP,Agglo,4,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0450578370081981
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0844306143076405
Original,original,,Agglo,2,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.060710141129787
Decoded,decoded,GNN,Agglo,3,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0495081046681391
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0644966870063264
Encoded,encoded,GNN,Agglo,4,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.033689027814173
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.1017128364466739
Original,original,,Agglo,2,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.060710141129787
Decoded,decoded,MLP,Agglo,2,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0332222139033429
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0676797813798526
Encoded,encoded,MLP,Agglo,4,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0266413356792573
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0879955452401452
Original,original,,Agglo,3,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0274667764758729
Decoded,decoded,GNN,Agglo,2,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0286600157226817
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0845509676936323
Encoded,encoded,GNN,Agglo,4,60,TencentCTRSmall,KNeighborsClassifier,closest,0.0007954928312059
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0757739677310672
Original,original,,Agglo,3,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0274667764758729
Decoded,decoded,MLP,KIP,3,60,TencentCTRSmall,KNeighborsClassifier,centroid,0.0013153146408116008
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02455729420132518
Encoded,encoded,MLP,KIP,2,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0047771122674353005
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.027563246359450445
Original,original,,KIP,4,60,TencentCTRSmall,KNeighborsClassifier,centroid,0.0452010257178152
Decoded,decoded,GNN,KIP,3,60,TencentCTRSmall,KNeighborsClassifier,centroid,0.029220454460375078
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.00434780818328156
Encoded,encoded,GNN,KIP,2,60,TencentCTRSmall,KNeighborsClassifier,centroid,0.00848096432448622
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01031658742934146
Original,original,,KIP,4,60,TencentCTRSmall,KNeighborsClassifier,centroid,0.0452010257178152
Decoded,decoded,MLP,KMeans,4,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04565005802418296
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06486201474937286
Encoded,encoded,MLP,KMeans,3,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04605836109759289
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07891753079025188
Original,original,,KMeans,2,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06168865346460524
Decoded,decoded,GNN,KMeans,3,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.046786096657058365
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.08077670048291094
Encoded,encoded,GNN,KMeans,4,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.040422341182195856
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.047929397671545734
Original,original,,KMeans,1,60,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06168865346460524
Decoded,decoded,MLP,KMeans,2,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.0542871261183693
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.058912664245872735
Encoded,encoded,MLP,KMeans,4,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.03535080297982256
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.060571182570284085
Original,original,,KMeans,3,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.03841781155242753
Decoded,decoded,GNN,KMeans,2,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.05392408190768534
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.06912716654812268
Encoded,encoded,GNN,KMeans,4,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.01435110245947654
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.06426144573803019
Original,original,,KMeans,3,60,TencentCTRSmall,KNeighborsClassifier,closest,-0.03841781155242753
Decoded,decoded,MLP,Agglo,0,60,TencentCTRSmall,LogisticRegression,centroid,0.0536858382733163
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,TencentCTRSmall,LogisticRegression,centroid,0.0946876430551212
Encoded,encoded,MLP,Agglo,3,60,TencentCTRSmall,LogisticRegression,centroid,0.0757152836319581
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,TencentCTRSmall,LogisticRegression,centroid,0.0669757994875216
Original,original,,Agglo,1,60,TencentCTRSmall,LogisticRegression,centroid,0.0562167702816449
Decoded,decoded,GNN,Agglo,3,60,TencentCTRSmall,LogisticRegression,centroid,0.0843265197630349
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,TencentCTRSmall,LogisticRegression,centroid,0.0882583887683632
Encoded,encoded,GNN,Agglo,1,60,TencentCTRSmall,LogisticRegression,centroid,0.0702149045057908
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,60,TencentCTRSmall,LogisticRegression,centroid,0.0801362286031271
Original,original,,Agglo,0,60,TencentCTRSmall,LogisticRegression,centroid,0.0562167702816449
Decoded,decoded,MLP,Agglo,2,60,TencentCTRSmall,LogisticRegression,closest,0.115665422602083
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,TencentCTRSmall,LogisticRegression,closest,0.126618027657912
Encoded,encoded,MLP,Agglo,0,60,TencentCTRSmall,LogisticRegression,closest,0.0852239348352422
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,TencentCTRSmall,LogisticRegression,closest,0.0938639023735674
Original,original,,Agglo,3,60,TencentCTRSmall,LogisticRegression,closest,0.115865418878236
Decoded,decoded,GNN,Agglo,2,60,TencentCTRSmall,LogisticRegression,closest,0.1050929067773375
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,LogisticRegression,closest,0.1024138234344271
Encoded,encoded,GNN,Agglo,3,60,TencentCTRSmall,LogisticRegression,closest,0.1073211156903018
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,LogisticRegression,closest,0.0540770027395959
Original,original,,Agglo,4,60,TencentCTRSmall,LogisticRegression,closest,0.115865418878236
Decoded,decoded,MLP,KIP,4,60,TencentCTRSmall,LogisticRegression,centroid,0.1232530501839773
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TencentCTRSmall,LogisticRegression,centroid,0.08570591623013112
Encoded,encoded,MLP,KIP,3,60,TencentCTRSmall,LogisticRegression,centroid,0.10998042412051393
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TencentCTRSmall,LogisticRegression,centroid,0.07060963230861184
Original,original,,KIP,2,60,TencentCTRSmall,LogisticRegression,centroid,0.10590505858959927
Decoded,decoded,GNN,KIP,4,60,TencentCTRSmall,LogisticRegression,centroid,0.14381196112560338
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,TencentCTRSmall,LogisticRegression,centroid,0.12611091029444713
Encoded,encoded,GNN,KIP,3,60,TencentCTRSmall,LogisticRegression,centroid,0.13557654464218638
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,TencentCTRSmall,LogisticRegression,centroid,0.12055236210690126
Original,original,,KIP,0,60,TencentCTRSmall,LogisticRegression,centroid,0.10590505858959927
Decoded,decoded,MLP,KMeans,1,60,TencentCTRSmall,LogisticRegression,centroid,0.07055618226049076
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TencentCTRSmall,LogisticRegression,centroid,0.07385849637470629
Encoded,encoded,MLP,KMeans,4,60,TencentCTRSmall,LogisticRegression,centroid,0.08170711428166025
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,TencentCTRSmall,LogisticRegression,centroid,0.07076070493711513
Original,original,,KMeans,0,60,TencentCTRSmall,LogisticRegression,centroid,0.04726303651488985
Decoded,decoded,GNN,KMeans,3,60,TencentCTRSmall,LogisticRegression,centroid,0.0919443554502034
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TencentCTRSmall,LogisticRegression,centroid,0.09265490401783852
Encoded,encoded,GNN,KMeans,2,60,TencentCTRSmall,LogisticRegression,centroid,0.0810889235449227
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,TencentCTRSmall,LogisticRegression,centroid,0.07347259665791134
Original,original,,KMeans,0,60,TencentCTRSmall,LogisticRegression,centroid,0.04726303651488985
Decoded,decoded,MLP,KMeans,1,60,TencentCTRSmall,LogisticRegression,closest,0.08721163458272678
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,TencentCTRSmall,LogisticRegression,closest,0.0940929189761474
Encoded,encoded,MLP,KMeans,3,60,TencentCTRSmall,LogisticRegression,closest,0.09281933113283918
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TencentCTRSmall,LogisticRegression,closest,0.06935899748897129
Original,original,,KMeans,2,60,TencentCTRSmall,LogisticRegression,closest,0.0891196568410604
Decoded,decoded,GNN,KMeans,1,60,TencentCTRSmall,LogisticRegression,closest,0.0772352232285883
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,TencentCTRSmall,LogisticRegression,closest,0.08790096364176839
Encoded,encoded,GNN,KMeans,4,60,TencentCTRSmall,LogisticRegression,closest,0.09209343774658443
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TencentCTRSmall,LogisticRegression,closest,0.06870414611862759
Original,original,,KMeans,3,60,TencentCTRSmall,LogisticRegression,closest,0.0891196568410604
Decoded,decoded,MLP,Agglo,2,60,TencentCTRSmall,MLPClassifier,centroid,-0.1073275532794064
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,TencentCTRSmall,MLPClassifier,centroid,-0.04806142361864
Encoded,encoded,MLP,Agglo,0,60,TencentCTRSmall,MLPClassifier,centroid,-0.1251243295464104
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,TencentCTRSmall,MLPClassifier,centroid,-0.1206712290819638
Original,original,,Agglo,3,60,TencentCTRSmall,MLPClassifier,centroid,-0.0937894256804465
Decoded,decoded,GNN,Agglo,3,60,TencentCTRSmall,MLPClassifier,centroid,-0.0853209342019877
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,60,TencentCTRSmall,MLPClassifier,centroid,-0.0581273906189356
Encoded,encoded,GNN,Agglo,0,60,TencentCTRSmall,MLPClassifier,centroid,-0.1268203813261461
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,MLPClassifier,centroid,-0.1150755314051226
Original,original,,Agglo,2,60,TencentCTRSmall,MLPClassifier,centroid,-0.0937894256804465
Decoded,decoded,MLP,Agglo,3,60,TencentCTRSmall,MLPClassifier,closest,-0.0489150438558248
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,TencentCTRSmall,MLPClassifier,closest,-0.0494191138399523
Encoded,encoded,MLP,Agglo,1,60,TencentCTRSmall,MLPClassifier,closest,-0.0915198568464396
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TencentCTRSmall,MLPClassifier,closest,-0.1126340810725097
Original,original,,Agglo,4,60,TencentCTRSmall,MLPClassifier,closest,-0.0260893351677648
Decoded,decoded,GNN,Agglo,3,60,TencentCTRSmall,MLPClassifier,closest,-0.0515067699318879
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,TencentCTRSmall,MLPClassifier,closest,-0.0718732807027427
Encoded,encoded,GNN,Agglo,1,60,TencentCTRSmall,MLPClassifier,closest,-0.0834184702971023
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,MLPClassifier,closest,-0.0973620916222914
Original,original,,Agglo,4,60,TencentCTRSmall,MLPClassifier,closest,-0.0260893351677648
Decoded,decoded,MLP,KIP,4,60,TencentCTRSmall,MLPClassifier,centroid,-0.02587428074055274
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TencentCTRSmall,MLPClassifier,centroid,-0.07309315707152511
Encoded,encoded,MLP,KIP,3,60,TencentCTRSmall,MLPClassifier,centroid,-0.06666131667015196
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TencentCTRSmall,MLPClassifier,centroid,-0.10653878888939475
Original,original,,KIP,2,60,TencentCTRSmall,MLPClassifier,centroid,-0.06887193265794782
Decoded,decoded,GNN,KIP,4,60,TencentCTRSmall,MLPClassifier,centroid,-0.027343086274095263
Decoded-FT,decoded,GNN-MultiHead,KIP,2,60,TencentCTRSmall,MLPClassifier,centroid,-0.03576188451569554
Encoded,encoded,GNN,KIP,3,60,TencentCTRSmall,MLPClassifier,centroid,-0.03307362701213254
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,TencentCTRSmall,MLPClassifier,centroid,-0.06596881363570084
Original,original,,KIP,0,60,TencentCTRSmall,MLPClassifier,centroid,-0.06887193265794782
Decoded,decoded,MLP,KMeans,4,60,TencentCTRSmall,MLPClassifier,centroid,-0.08648641036582401
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TencentCTRSmall,MLPClassifier,centroid,-0.10392919948362256
Encoded,encoded,MLP,KMeans,0,60,TencentCTRSmall,MLPClassifier,centroid,-0.12430570291623681
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,TencentCTRSmall,MLPClassifier,centroid,-0.11376583682562078
Original,original,,KMeans,2,60,TencentCTRSmall,MLPClassifier,centroid,-0.10537828976558539
Decoded,decoded,GNN,KMeans,4,60,TencentCTRSmall,MLPClassifier,centroid,-0.0754786639309666
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,60,TencentCTRSmall,MLPClassifier,centroid,-0.08455230946231768
Encoded,encoded,GNN,KMeans,0,60,TencentCTRSmall,MLPClassifier,centroid,-0.1294966013375506
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,TencentCTRSmall,MLPClassifier,centroid,-0.12545516767223464
Original,original,,KMeans,2,60,TencentCTRSmall,MLPClassifier,centroid,-0.10537828976558539
Decoded,decoded,MLP,KMeans,3,60,TencentCTRSmall,MLPClassifier,closest,-0.0787459556727068
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,TencentCTRSmall,MLPClassifier,closest,-0.08391158307682933
Encoded,encoded,MLP,KMeans,1,60,TencentCTRSmall,MLPClassifier,closest,-0.08502134725772813
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TencentCTRSmall,MLPClassifier,closest,-0.1141072849204948
Original,original,,KMeans,4,60,TencentCTRSmall,MLPClassifier,closest,-0.07359325313997216
Decoded,decoded,GNN,KMeans,1,60,TencentCTRSmall,MLPClassifier,closest,-0.0916406175850785
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TencentCTRSmall,MLPClassifier,closest,-0.07109539635372028
Encoded,encoded,GNN,KMeans,2,60,TencentCTRSmall,MLPClassifier,closest,-0.08768969660118328
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TencentCTRSmall,MLPClassifier,closest,-0.10884620637663016
Original,original,,KMeans,3,60,TencentCTRSmall,MLPClassifier,closest,-0.07359325313997216
Decoded,decoded,MLP,Agglo,0,60,TencentCTRSmall,XGBClassifier,centroid,0.0929652074024241
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,TencentCTRSmall,XGBClassifier,centroid,0.1305110045674485
Encoded,encoded,MLP,Agglo,3,60,TencentCTRSmall,XGBClassifier,centroid,0.1326908626101512
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,TencentCTRSmall,XGBClassifier,centroid,0.125288689305479
Original,original,,Agglo,4,60,TencentCTRSmall,XGBClassifier,centroid,0.2109569222486465
Decoded,decoded,GNN,Agglo,0,60,TencentCTRSmall,XGBClassifier,centroid,0.1042312041724589
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,TencentCTRSmall,XGBClassifier,centroid,0.144507781500587
Encoded,encoded,GNN,Agglo,2,60,TencentCTRSmall,XGBClassifier,centroid,0.1176148176414858
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,XGBClassifier,centroid,0.1052587350708963
Original,original,,Agglo,4,60,TencentCTRSmall,XGBClassifier,centroid,0.2109569222486465
Decoded,decoded,MLP,Agglo,1,60,TencentCTRSmall,XGBClassifier,closest,0.1233355339907504
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TencentCTRSmall,XGBClassifier,closest,0.1388792513228638
Encoded,encoded,MLP,Agglo,4,60,TencentCTRSmall,XGBClassifier,closest,0.1486636846217005
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TencentCTRSmall,XGBClassifier,closest,0.0956092886661021
Original,original,,Agglo,2,60,TencentCTRSmall,XGBClassifier,closest,0.1316155140547068
Decoded,decoded,GNN,Agglo,3,60,TencentCTRSmall,XGBClassifier,closest,0.1320178094903781
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,TencentCTRSmall,XGBClassifier,closest,0.126424711412601
Encoded,encoded,GNN,Agglo,4,60,TencentCTRSmall,XGBClassifier,closest,0.164495718908685
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TencentCTRSmall,XGBClassifier,closest,0.1057532166781088
Original,original,,Agglo,2,60,TencentCTRSmall,XGBClassifier,closest,0.1316155140547068
Decoded,decoded,MLP,KIP,2,60,TencentCTRSmall,XGBClassifier,centroid,0.14733093597027586
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TencentCTRSmall,XGBClassifier,centroid,0.14042195868334942
Encoded,encoded,MLP,KIP,3,60,TencentCTRSmall,XGBClassifier,centroid,0.15394253446438033
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TencentCTRSmall,XGBClassifier,centroid,0.13423623521709288
Original,original,,KIP,4,60,TencentCTRSmall,XGBClassifier,centroid,0.17706624407355012
Decoded,decoded,GNN,KIP,2,60,TencentCTRSmall,XGBClassifier,centroid,0.17396342686101227
Decoded-FT,decoded,GNN-MultiHead,KIP,0,60,TencentCTRSmall,XGBClassifier,centroid,0.15193685811654556
Encoded,encoded,GNN,KIP,3,60,TencentCTRSmall,XGBClassifier,centroid,0.1740346986868331
Encoded-FT,encoded,GNN-MultiHead,KIP,1,60,TencentCTRSmall,XGBClassifier,centroid,0.16722267365922816
Original,original,,KIP,4,60,TencentCTRSmall,XGBClassifier,centroid,0.17706624407355012
Decoded,decoded,MLP,KMeans,0,60,TencentCTRSmall,XGBClassifier,centroid,0.1038754721601681
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,TencentCTRSmall,XGBClassifier,centroid,0.11083069931206849
Encoded,encoded,MLP,KMeans,3,60,TencentCTRSmall,XGBClassifier,centroid,0.13628251737858277
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,60,TencentCTRSmall,XGBClassifier,centroid,0.10556323163954828
Original,original,,KMeans,4,60,TencentCTRSmall,XGBClassifier,centroid,0.21978186682327863
Decoded,decoded,GNN,KMeans,0,60,TencentCTRSmall,XGBClassifier,centroid,0.10590450860929472
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,TencentCTRSmall,XGBClassifier,centroid,0.10600810830683631
Encoded,encoded,GNN,KMeans,3,60,TencentCTRSmall,XGBClassifier,centroid,0.12688824480508185
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,60,TencentCTRSmall,XGBClassifier,centroid,0.12466335977519113
Original,original,,KMeans,4,60,TencentCTRSmall,XGBClassifier,centroid,0.21978186682327863
Decoded,decoded,MLP,KMeans,0,60,TencentCTRSmall,XGBClassifier,closest,0.10169984715595462
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TencentCTRSmall,XGBClassifier,closest,0.12074124580204082
Encoded,encoded,MLP,KMeans,4,60,TencentCTRSmall,XGBClassifier,closest,0.13832259108362183
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,TencentCTRSmall,XGBClassifier,closest,0.11607013486303845
Original,original,,KMeans,1,60,TencentCTRSmall,XGBClassifier,closest,0.10256517429065637
Decoded,decoded,GNN,KMeans,0,60,TencentCTRSmall,XGBClassifier,closest,0.08683175412254834
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,TencentCTRSmall,XGBClassifier,closest,0.09828591729238553
Encoded,encoded,GNN,KMeans,4,60,TencentCTRSmall,XGBClassifier,closest,0.140708394287781
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,TencentCTRSmall,XGBClassifier,closest,0.12801642795203869
Original,original,,KMeans,2,60,TencentCTRSmall,XGBClassifier,closest,0.10256517429065637
Decoded,decoded,MLP,Agglo,2,60,TwoDPlanes,GaussianNB,centroid,-0.0081477480593211
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TwoDPlanes,GaussianNB,centroid,-0.0034969880324914
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,GaussianNB,centroid,0.0285623713187175
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,GaussianNB,centroid,-0.1281817412681054
Original,original,,Agglo,1,60,TwoDPlanes,GaussianNB,centroid,-0.0511122120675492
Decoded,decoded,GNN,Agglo,3,60,TwoDPlanes,GaussianNB,centroid,0.1298320708433643
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,TwoDPlanes,GaussianNB,centroid,-0.0116977800315558
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,GaussianNB,centroid,0.1654717635173862
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,GaussianNB,centroid,-0.0579762304801616
Original,original,,Agglo,1,60,TwoDPlanes,GaussianNB,centroid,-0.0511122120675492
Decoded,decoded,MLP,Agglo,1,60,TwoDPlanes,GaussianNB,closest,-0.024493901140418
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,TwoDPlanes,GaussianNB,closest,-0.023167073292668
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,GaussianNB,closest,0.0306675526772736
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,GaussianNB,closest,-0.1342585876149294
Original,original,,Agglo,3,60,TwoDPlanes,GaussianNB,closest,-0.0087216834873418
Decoded,decoded,GNN,Agglo,3,60,TwoDPlanes,GaussianNB,closest,0.0816798432233317
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,TwoDPlanes,GaussianNB,closest,-0.0061818070425907
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,GaussianNB,closest,0.1331343876169984
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,GaussianNB,closest,-0.0610425017219389
Original,original,,Agglo,1,60,TwoDPlanes,GaussianNB,closest,-0.0087216834873418
Decoded,decoded,MLP,KIP,3,60,TwoDPlanes,GaussianNB,centroid,0.05767903854676586
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TwoDPlanes,GaussianNB,centroid,0.01637969011199968
Encoded,encoded,MLP,KIP,4,60,TwoDPlanes,GaussianNB,centroid,0.13442901779332445
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TwoDPlanes,GaussianNB,centroid,-0.08924561969776082
Original,original,,KIP,2,60,TwoDPlanes,GaussianNB,centroid,0.020057584500985198
Decoded,decoded,GNN,KIP,3,60,TwoDPlanes,GaussianNB,centroid,0.08092655297405445
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,TwoDPlanes,GaussianNB,centroid,0.005072393042863021
Encoded,encoded,GNN,KIP,4,60,TwoDPlanes,GaussianNB,centroid,0.23038352890191888
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TwoDPlanes,GaussianNB,centroid,-0.03916801641391654
Original,original,,KIP,2,60,TwoDPlanes,GaussianNB,centroid,0.020057584500985198
Decoded,decoded,MLP,KMeans,1,60,TwoDPlanes,GaussianNB,centroid,-0.023450022928242803
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,TwoDPlanes,GaussianNB,centroid,0.08837316623785071
Encoded,encoded,MLP,KMeans,3,60,TwoDPlanes,GaussianNB,centroid,0.01843840497934076
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,GaussianNB,centroid,-0.126517752878363
Original,original,,KMeans,2,60,TwoDPlanes,GaussianNB,centroid,0.0040527293891805816
Decoded,decoded,GNN,KMeans,2,60,TwoDPlanes,GaussianNB,centroid,0.0210341764755963
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TwoDPlanes,GaussianNB,centroid,0.3424842837437033
Encoded,encoded,GNN,KMeans,3,60,TwoDPlanes,GaussianNB,centroid,0.10990018721858534
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,GaussianNB,centroid,-0.06364008997313045
Original,original,,KMeans,1,60,TwoDPlanes,GaussianNB,centroid,0.0040527293891805816
Decoded,decoded,MLP,KMeans,1,60,TwoDPlanes,GaussianNB,closest,-0.01749317523410266
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TwoDPlanes,GaussianNB,closest,-0.00842608287213826
Encoded,encoded,MLP,KMeans,4,60,TwoDPlanes,GaussianNB,closest,0.031352588637086384
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,GaussianNB,closest,-0.13314058049696323
Original,original,,KMeans,2,60,TwoDPlanes,GaussianNB,closest,-0.01341922826902496
Decoded,decoded,GNN,KMeans,3,60,TwoDPlanes,GaussianNB,closest,0.039726051920999636
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,TwoDPlanes,GaussianNB,closest,-0.014597519824509303
Encoded,encoded,GNN,KMeans,4,60,TwoDPlanes,GaussianNB,closest,0.14105484239452018
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,GaussianNB,closest,-0.06564988506704343
Original,original,,KMeans,2,60,TwoDPlanes,GaussianNB,closest,-0.01341922826902496
Decoded,decoded,MLP,Agglo,3,60,TwoDPlanes,KNeighborsClassifier,centroid,0.1126530611766839
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,60,TwoDPlanes,KNeighborsClassifier,centroid,0.116557170910125
Encoded,encoded,MLP,Agglo,2,60,TwoDPlanes,KNeighborsClassifier,centroid,0.0668053927850862
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,KNeighborsClassifier,centroid,-0.0134262700332611
Original,original,,Agglo,1,60,TwoDPlanes,KNeighborsClassifier,centroid,0.0041203800548283
Decoded,decoded,GNN,Agglo,3,60,TwoDPlanes,KNeighborsClassifier,centroid,0.1018582850214442
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,TwoDPlanes,KNeighborsClassifier,centroid,0.0642923703016399
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,KNeighborsClassifier,centroid,0.1497124711551729
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,TwoDPlanes,KNeighborsClassifier,centroid,0.0057605324759197
Original,original,,Agglo,0,60,TwoDPlanes,KNeighborsClassifier,centroid,0.0041203800548283
Decoded,decoded,MLP,Agglo,2,60,TwoDPlanes,KNeighborsClassifier,closest,0.0974441568127903
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TwoDPlanes,KNeighborsClassifier,closest,0.1232017002724081
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,KNeighborsClassifier,closest,0.1771693148898222
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,KNeighborsClassifier,closest,-0.0035705392621111
Original,original,,Agglo,1,60,TwoDPlanes,KNeighborsClassifier,closest,0.0954499371393006
Decoded,decoded,GNN,Agglo,3,60,TwoDPlanes,KNeighborsClassifier,closest,0.1142451925678436
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,TwoDPlanes,KNeighborsClassifier,closest,0.1073016444508888
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,KNeighborsClassifier,closest,0.2137924948049444
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,KNeighborsClassifier,closest,0.0071627465499232
Original,original,,Agglo,1,60,TwoDPlanes,KNeighborsClassifier,closest,0.0954499371393006
Decoded,decoded,MLP,KIP,2,60,TwoDPlanes,KNeighborsClassifier,centroid,0.2301990085179937
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TwoDPlanes,KNeighborsClassifier,centroid,0.2004999926211588
Encoded,encoded,MLP,KIP,4,60,TwoDPlanes,KNeighborsClassifier,centroid,0.27778543641629116
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TwoDPlanes,KNeighborsClassifier,centroid,0.05503098761924143
Original,original,,KIP,3,60,TwoDPlanes,KNeighborsClassifier,centroid,0.2344966213106087
Decoded,decoded,GNN,KIP,3,60,TwoDPlanes,KNeighborsClassifier,centroid,0.2754779439409523
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,TwoDPlanes,KNeighborsClassifier,centroid,0.19353446024245236
Encoded,encoded,GNN,KIP,4,60,TwoDPlanes,KNeighborsClassifier,centroid,0.36703649106352054
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TwoDPlanes,KNeighborsClassifier,centroid,0.07461615385282094
Original,original,,KIP,2,60,TwoDPlanes,KNeighborsClassifier,centroid,0.2344966213106087
Decoded,decoded,MLP,KMeans,3,60,TwoDPlanes,KNeighborsClassifier,centroid,0.09317512238920778
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,60,TwoDPlanes,KNeighborsClassifier,centroid,0.09986903142519617
Encoded,encoded,MLP,KMeans,2,60,TwoDPlanes,KNeighborsClassifier,centroid,0.06418740335767724
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,KNeighborsClassifier,centroid,-0.01279776845102662
Original,original,,KMeans,1,60,TwoDPlanes,KNeighborsClassifier,centroid,-0.00016977190947775996
Decoded,decoded,GNN,KMeans,3,60,TwoDPlanes,KNeighborsClassifier,centroid,0.10857014923764854
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,TwoDPlanes,KNeighborsClassifier,centroid,0.07258520394765654
Encoded,encoded,GNN,KMeans,4,60,TwoDPlanes,KNeighborsClassifier,centroid,0.14778129958024933
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,KNeighborsClassifier,centroid,-0.004081342471227781
Original,original,,KMeans,1,60,TwoDPlanes,KNeighborsClassifier,centroid,-0.00016977190947775996
Decoded,decoded,MLP,KMeans,1,60,TwoDPlanes,KNeighborsClassifier,closest,0.09893569000246663
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TwoDPlanes,KNeighborsClassifier,closest,0.11590939064123998
Encoded,encoded,MLP,KMeans,4,60,TwoDPlanes,KNeighborsClassifier,closest,0.17693649488177804
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,KNeighborsClassifier,closest,-0.00537745349397494
Original,original,,KMeans,2,60,TwoDPlanes,KNeighborsClassifier,closest,0.09929971283424098
Decoded,decoded,GNN,KMeans,3,60,TwoDPlanes,KNeighborsClassifier,closest,0.11425374265366081
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,TwoDPlanes,KNeighborsClassifier,closest,0.11280795827932918
Encoded,encoded,GNN,KMeans,4,60,TwoDPlanes,KNeighborsClassifier,closest,0.19754627763229618
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,KNeighborsClassifier,closest,0.0054479155710649
Original,original,,KMeans,1,60,TwoDPlanes,KNeighborsClassifier,closest,0.09929971283424098
Decoded,decoded,MLP,Agglo,3,60,TwoDPlanes,LogisticRegression,centroid,0.0298356966751991
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,TwoDPlanes,LogisticRegression,centroid,0.0185425970254477
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,LogisticRegression,centroid,0.0382050189675347
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,LogisticRegression,centroid,-0.0965604179005983
Original,original,,Agglo,1,60,TwoDPlanes,LogisticRegression,centroid,0.0121471382693328
Decoded,decoded,GNN,Agglo,4,60,TwoDPlanes,LogisticRegression,centroid,0.0370121828753184
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,TwoDPlanes,LogisticRegression,centroid,0.0062120982335905
Encoded,encoded,GNN,Agglo,3,60,TwoDPlanes,LogisticRegression,centroid,0.022523627441135
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,LogisticRegression,centroid,-0.0109547504913525
Original,original,,Agglo,2,60,TwoDPlanes,LogisticRegression,centroid,0.0121471382693328
Decoded,decoded,MLP,Agglo,2,60,TwoDPlanes,LogisticRegression,closest,0.0076877565638326
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TwoDPlanes,LogisticRegression,closest,0.0201484586188026
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,LogisticRegression,closest,0.0343283817239448
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,LogisticRegression,closest,-0.0914721794117709
Original,original,,Agglo,1,60,TwoDPlanes,LogisticRegression,closest,0.0002089784788671
Decoded,decoded,GNN,Agglo,2,60,TwoDPlanes,LogisticRegression,closest,0.0003852940633971
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,60,TwoDPlanes,LogisticRegression,closest,0.0013494898952532
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,LogisticRegression,closest,0.0201721552284198
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,LogisticRegression,closest,-0.0143082050215293
Original,original,,Agglo,1,60,TwoDPlanes,LogisticRegression,closest,0.0002089784788671
Decoded,decoded,MLP,KIP,4,60,TwoDPlanes,LogisticRegression,centroid,0.0740006307140851
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TwoDPlanes,LogisticRegression,centroid,0.03368629326616636
Encoded,encoded,MLP,KIP,3,60,TwoDPlanes,LogisticRegression,centroid,0.062150417367744626
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TwoDPlanes,LogisticRegression,centroid,-0.08439509088226196
Original,original,,KIP,2,60,TwoDPlanes,LogisticRegression,centroid,0.054928894800374516
Decoded,decoded,GNN,KIP,3,60,TwoDPlanes,LogisticRegression,centroid,0.078602397020939
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,TwoDPlanes,LogisticRegression,centroid,0.03212735095985346
Encoded,encoded,GNN,KIP,4,60,TwoDPlanes,LogisticRegression,centroid,0.09079209952473558
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TwoDPlanes,LogisticRegression,centroid,-0.00074134522962916
Original,original,,KIP,2,60,TwoDPlanes,LogisticRegression,centroid,0.054928894800374516
Decoded,decoded,MLP,KMeans,1,60,TwoDPlanes,LogisticRegression,centroid,0.013896742215727623
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TwoDPlanes,LogisticRegression,centroid,0.03083097989707722
Encoded,encoded,MLP,KMeans,4,60,TwoDPlanes,LogisticRegression,centroid,0.036618370841437015
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,LogisticRegression,centroid,-0.09851199381480072
Original,original,,KMeans,2,60,TwoDPlanes,LogisticRegression,centroid,0.020804124593442896
Decoded,decoded,GNN,KMeans,3,60,TwoDPlanes,LogisticRegression,centroid,0.021047789785198463
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TwoDPlanes,LogisticRegression,centroid,0.04699177304949996
Encoded,encoded,GNN,KMeans,1,60,TwoDPlanes,LogisticRegression,centroid,0.01408833891121622
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,LogisticRegression,centroid,-0.011795826425024481
Original,original,,KMeans,2,60,TwoDPlanes,LogisticRegression,centroid,0.020804124593442896
Decoded,decoded,MLP,KMeans,2,60,TwoDPlanes,LogisticRegression,closest,0.02115962497361338
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,60,TwoDPlanes,LogisticRegression,closest,0.033729203343040706
Encoded,encoded,MLP,KMeans,4,60,TwoDPlanes,LogisticRegression,closest,0.04470602370378245
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,LogisticRegression,closest,-0.09444810211932239
Original,original,,KMeans,1,60,TwoDPlanes,LogisticRegression,closest,0.005810588003828259
Decoded,decoded,GNN,KMeans,1,60,TwoDPlanes,LogisticRegression,closest,0.0057648983786906995
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,60,TwoDPlanes,LogisticRegression,closest,0.029231125714484683
Encoded,encoded,GNN,KMeans,3,60,TwoDPlanes,LogisticRegression,closest,0.009811971885829893
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,LogisticRegression,closest,-0.01686404448096994
Original,original,,KMeans,2,60,TwoDPlanes,LogisticRegression,closest,0.005810588003828259
Decoded,decoded,MLP,Agglo,2,60,TwoDPlanes,MLPClassifier,centroid,0.102240614638676
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,60,TwoDPlanes,MLPClassifier,centroid,0.0725325561103332
Encoded,encoded,MLP,Agglo,3,60,TwoDPlanes,MLPClassifier,centroid,0.1116430815505191
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,MLPClassifier,centroid,0.024496460687926
Original,original,,Agglo,4,60,TwoDPlanes,MLPClassifier,centroid,0.1273739295277232
Decoded,decoded,GNN,Agglo,4,60,TwoDPlanes,MLPClassifier,centroid,0.1507934246806059
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,MLPClassifier,centroid,0.0761293063460929
Encoded,encoded,GNN,Agglo,3,60,TwoDPlanes,MLPClassifier,centroid,0.1308854378698724
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,TwoDPlanes,MLPClassifier,centroid,0.0814028618850196
Original,original,,Agglo,2,60,TwoDPlanes,MLPClassifier,centroid,0.1273739295277232
Decoded,decoded,MLP,Agglo,1,60,TwoDPlanes,MLPClassifier,closest,0.0766773144661557
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,60,TwoDPlanes,MLPClassifier,closest,0.0975976202751676
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,MLPClassifier,closest,0.1027583018167163
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,MLPClassifier,closest,0.0248652319941087
Original,original,,Agglo,2,60,TwoDPlanes,MLPClassifier,closest,0.0827635284606091
Decoded,decoded,GNN,Agglo,3,60,TwoDPlanes,MLPClassifier,closest,0.1208588744362877
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,60,TwoDPlanes,MLPClassifier,closest,0.0850381139962153
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,MLPClassifier,closest,0.1257985563570199
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,MLPClassifier,closest,0.0764906404400814
Original,original,,Agglo,1,60,TwoDPlanes,MLPClassifier,closest,0.0827635284606091
Decoded,decoded,MLP,KIP,3,60,TwoDPlanes,MLPClassifier,centroid,0.17053434882172805
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TwoDPlanes,MLPClassifier,centroid,0.1367246563264244
Encoded,encoded,MLP,KIP,2,60,TwoDPlanes,MLPClassifier,centroid,0.1575770088997112
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TwoDPlanes,MLPClassifier,centroid,0.02568045342737616
Original,original,,KIP,4,60,TwoDPlanes,MLPClassifier,centroid,0.18892958378843341
Decoded,decoded,GNN,KIP,4,60,TwoDPlanes,MLPClassifier,centroid,0.1939113832139145
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,TwoDPlanes,MLPClassifier,centroid,0.13529430879350782
Encoded,encoded,GNN,KIP,2,60,TwoDPlanes,MLPClassifier,centroid,0.187651001151738
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TwoDPlanes,MLPClassifier,centroid,0.09375228408228334
Original,original,,KIP,3,60,TwoDPlanes,MLPClassifier,centroid,0.18892958378843341
Decoded,decoded,MLP,KMeans,2,60,TwoDPlanes,MLPClassifier,centroid,0.10083204097469116
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,60,TwoDPlanes,MLPClassifier,centroid,0.09645734690155432
Encoded,encoded,MLP,KMeans,3,60,TwoDPlanes,MLPClassifier,centroid,0.11424696395835424
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,MLPClassifier,centroid,0.02257886133764084
Original,original,,KMeans,4,60,TwoDPlanes,MLPClassifier,centroid,0.12433564527655779
Decoded,decoded,GNN,KMeans,4,60,TwoDPlanes,MLPClassifier,centroid,0.14043749572360284
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,TwoDPlanes,MLPClassifier,centroid,0.11203197909708569
Encoded,encoded,GNN,KMeans,2,60,TwoDPlanes,MLPClassifier,centroid,0.12276393350262704
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,MLPClassifier,centroid,0.0771385589245744
Original,original,,KMeans,3,60,TwoDPlanes,MLPClassifier,centroid,0.12433564527655779
Decoded,decoded,MLP,KMeans,3,60,TwoDPlanes,MLPClassifier,closest,0.10150867854011858
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,60,TwoDPlanes,MLPClassifier,closest,0.10115531942597525
Encoded,encoded,MLP,KMeans,4,60,TwoDPlanes,MLPClassifier,closest,0.11414267135966183
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,MLPClassifier,closest,0.02184960263547324
Original,original,,KMeans,1,60,TwoDPlanes,MLPClassifier,closest,0.0843074021772037
Decoded,decoded,GNN,KMeans,3,60,TwoDPlanes,MLPClassifier,closest,0.11169939840962642
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,60,TwoDPlanes,MLPClassifier,closest,0.09687194287671815
Encoded,encoded,GNN,KMeans,4,60,TwoDPlanes,MLPClassifier,closest,0.12946104010671128
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,MLPClassifier,closest,0.06432277775527531
Original,original,,KMeans,1,60,TwoDPlanes,MLPClassifier,closest,0.0843074021772037
Decoded,decoded,MLP,Agglo,1,60,TwoDPlanes,XGBClassifier,centroid,0.0502748920143907
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,60,TwoDPlanes,XGBClassifier,centroid,0.0173129742250772
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,XGBClassifier,centroid,0.1537400279334592
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,60,TwoDPlanes,XGBClassifier,centroid,0.0690674252489722
Original,original,,Agglo,3,60,TwoDPlanes,XGBClassifier,centroid,0.1251653347251307
Decoded,decoded,GNN,Agglo,2,60,TwoDPlanes,XGBClassifier,centroid,0.105983151015572
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,60,TwoDPlanes,XGBClassifier,centroid,0.0622363528118992
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,XGBClassifier,centroid,0.1734582463388314
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,60,TwoDPlanes,XGBClassifier,centroid,0.0734839037298893
Original,original,,Agglo,3,60,TwoDPlanes,XGBClassifier,centroid,0.1251653347251307
Decoded,decoded,MLP,Agglo,3,60,TwoDPlanes,XGBClassifier,closest,0.0508346739936787
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,60,TwoDPlanes,XGBClassifier,closest,0.0373032538998173
Encoded,encoded,MLP,Agglo,4,60,TwoDPlanes,XGBClassifier,closest,0.1571868256725113
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,60,TwoDPlanes,XGBClassifier,closest,0.0352505478939973
Original,original,,Agglo,0,60,TwoDPlanes,XGBClassifier,closest,0.0263256419094353
Decoded,decoded,GNN,Agglo,2,60,TwoDPlanes,XGBClassifier,closest,0.0380880614662295
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,60,TwoDPlanes,XGBClassifier,closest,0.0324514659157937
Encoded,encoded,GNN,Agglo,4,60,TwoDPlanes,XGBClassifier,closest,0.2034442394568228
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,60,TwoDPlanes,XGBClassifier,closest,0.0876624659787182
Original,original,,Agglo,0,60,TwoDPlanes,XGBClassifier,closest,0.0263256419094353
Decoded,decoded,MLP,KIP,2,60,TwoDPlanes,XGBClassifier,centroid,0.15067768380010224
Decoded-FT,decoded,MLP-MultiHead,KIP,1,60,TwoDPlanes,XGBClassifier,centroid,0.12783941650974237
Encoded,encoded,MLP,KIP,4,60,TwoDPlanes,XGBClassifier,centroid,0.23623906585299528
Encoded-FT,encoded,MLP-MultiHead,KIP,0,60,TwoDPlanes,XGBClassifier,centroid,0.053253122581354916
Original,original,,KIP,3,60,TwoDPlanes,XGBClassifier,centroid,0.19848976454797876
Decoded,decoded,GNN,KIP,3,60,TwoDPlanes,XGBClassifier,centroid,0.20051076162069587
Decoded-FT,decoded,GNN-MultiHead,KIP,1,60,TwoDPlanes,XGBClassifier,centroid,0.1128218294666274
Encoded,encoded,GNN,KIP,4,60,TwoDPlanes,XGBClassifier,centroid,0.29874240925827417
Encoded-FT,encoded,GNN-MultiHead,KIP,0,60,TwoDPlanes,XGBClassifier,centroid,0.09168985611842159
Original,original,,KIP,2,60,TwoDPlanes,XGBClassifier,centroid,0.19848976454797876
Decoded,decoded,MLP,KMeans,1,60,TwoDPlanes,XGBClassifier,centroid,0.023597790309536636
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,XGBClassifier,centroid,0.018380844821655258
Encoded,encoded,MLP,KMeans,3,60,TwoDPlanes,XGBClassifier,centroid,0.15733805112698357
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,60,TwoDPlanes,XGBClassifier,centroid,0.05716017020722027
Original,original,,KMeans,4,60,TwoDPlanes,XGBClassifier,centroid,0.19625960782680632
Decoded,decoded,GNN,KMeans,2,60,TwoDPlanes,XGBClassifier,centroid,0.09411270999926405
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,60,TwoDPlanes,XGBClassifier,centroid,0.06275911426762598
Encoded,encoded,GNN,KMeans,3,60,TwoDPlanes,XGBClassifier,centroid,0.16432598182828037
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,60,TwoDPlanes,XGBClassifier,centroid,0.06943541636588207
Original,original,,KMeans,4,60,TwoDPlanes,XGBClassifier,centroid,0.19625960782680632
Decoded,decoded,MLP,KMeans,2,60,TwoDPlanes,XGBClassifier,closest,0.03196135410681452
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,60,TwoDPlanes,XGBClassifier,closest,0.01710470940179612
Encoded,encoded,MLP,KMeans,4,60,TwoDPlanes,XGBClassifier,closest,0.16813049166685448
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,60,TwoDPlanes,XGBClassifier,closest,0.049435958997045525
Original,original,,KMeans,1,60,TwoDPlanes,XGBClassifier,closest,0.01838076451683194
Decoded,decoded,GNN,KMeans,2,60,TwoDPlanes,XGBClassifier,closest,0.05425421398126475
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,60,TwoDPlanes,XGBClassifier,closest,0.0381333648587125
Encoded,encoded,GNN,KMeans,4,60,TwoDPlanes,XGBClassifier,closest,0.19218722404179564
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,60,TwoDPlanes,XGBClassifier,closest,0.08119878810843881
Original,original,,KMeans,0,60,TwoDPlanes,XGBClassifier,closest,0.01838076451683194
Decoded,decoded,MLP,Agglo,4,70,Adult,GaussianNB,centroid,0.014943423089755
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Adult,GaussianNB,centroid,-0.0058835424434605
Encoded,encoded,MLP,Agglo,1,70,Adult,GaussianNB,centroid,-0.0823451332480332
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,GaussianNB,centroid,-0.1133547446838835
Original,original,,Agglo,2,70,Adult,GaussianNB,centroid,-0.0446699459656666
Decoded,decoded,GNN,Agglo,4,70,Adult,GaussianNB,centroid,0.0692037871305365
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Adult,GaussianNB,centroid,-0.0322994428998332
Encoded,encoded,GNN,Agglo,1,70,Adult,GaussianNB,centroid,-0.0711025602161058
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,GaussianNB,centroid,-0.1341091881321158
Original,original,,Agglo,2,70,Adult,GaussianNB,centroid,-0.0446699459656666
Decoded,decoded,MLP,Agglo,2,70,Adult,GaussianNB,closest,-0.0427169427156586
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Adult,GaussianNB,closest,-0.0288620682308721
Encoded,encoded,MLP,Agglo,1,70,Adult,GaussianNB,closest,-0.0857737564883414
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,GaussianNB,closest,-0.1132053965326121
Original,original,,Agglo,4,70,Adult,GaussianNB,closest,0.0091374240427999
Decoded,decoded,GNN,Agglo,4,70,Adult,GaussianNB,closest,0.0351063560406843
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Adult,GaussianNB,closest,3.0486534241387463e-05
Encoded,encoded,GNN,Agglo,1,70,Adult,GaussianNB,closest,-0.0579932787593286
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,GaussianNB,closest,-0.1405763504404874
Original,original,,Agglo,3,70,Adult,GaussianNB,closest,0.0091374240427999
Decoded,decoded,MLP,KIP,3,70,Adult,GaussianNB,centroid,0.16054343789545072
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Adult,GaussianNB,centroid,0.11307699442369008
Encoded,encoded,MLP,KIP,1,70,Adult,GaussianNB,centroid,-0.0720731366935137
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Adult,GaussianNB,centroid,-0.12483184165710152
Original,original,,KIP,4,70,Adult,GaussianNB,centroid,0.16820970374190286
Decoded,decoded,GNN,KIP,4,70,Adult,GaussianNB,centroid,0.19936676957725072
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Adult,GaussianNB,centroid,0.11986714183576712
Encoded,encoded,GNN,KIP,1,70,Adult,GaussianNB,centroid,-0.039346824927884945
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Adult,GaussianNB,centroid,-0.1251630186718903
Original,original,,KIP,3,70,Adult,GaussianNB,centroid,0.16820970374190286
Decoded,decoded,MLP,KMeans,4,70,Adult,GaussianNB,centroid,0.0013976605422687603
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Adult,GaussianNB,centroid,-0.015971084705866924
Encoded,encoded,MLP,KMeans,1,70,Adult,GaussianNB,centroid,-0.08890564891090255
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,GaussianNB,centroid,-0.11602159192647696
Original,original,,KMeans,2,70,Adult,GaussianNB,centroid,-0.043970649429890964
Decoded,decoded,GNN,KMeans,4,70,Adult,GaussianNB,centroid,0.0029105817038759404
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Adult,GaussianNB,centroid,-0.0110925505902515
Encoded,encoded,GNN,KMeans,1,70,Adult,GaussianNB,centroid,-0.07834171330448846
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,GaussianNB,centroid,-0.13688191331480368
Original,original,,KMeans,2,70,Adult,GaussianNB,centroid,-0.043970649429890964
Decoded,decoded,MLP,KMeans,4,70,Adult,GaussianNB,closest,-0.01451866317479876
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Adult,GaussianNB,closest,-0.041944134179199476
Encoded,encoded,MLP,KMeans,1,70,Adult,GaussianNB,closest,-0.09440793034379265
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,GaussianNB,closest,-0.1139640162773703
Original,original,,KMeans,3,70,Adult,GaussianNB,closest,-0.0277503068200672
Decoded,decoded,GNN,KMeans,4,70,Adult,GaussianNB,closest,-0.00459038256726886
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Adult,GaussianNB,closest,-0.021028119272790614
Encoded,encoded,GNN,KMeans,1,70,Adult,GaussianNB,closest,-0.07000732609351068
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,GaussianNB,closest,-0.13740159036413183
Original,original,,KMeans,2,70,Adult,GaussianNB,closest,-0.0277503068200672
Decoded,decoded,MLP,Agglo,4,70,Adult,KNeighborsClassifier,centroid,0.0009105798517715
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Adult,KNeighborsClassifier,centroid,-0.0101607857169879
Encoded,encoded,MLP,Agglo,1,70,Adult,KNeighborsClassifier,centroid,-0.0395802912309757
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,KNeighborsClassifier,centroid,-0.0704064463439925
Original,original,,Agglo,2,70,Adult,KNeighborsClassifier,centroid,-0.0323881273567043
Decoded,decoded,GNN,Agglo,4,70,Adult,KNeighborsClassifier,centroid,0.0079050480334091
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Adult,KNeighborsClassifier,centroid,0.0034092337447834
Encoded,encoded,GNN,Agglo,2,70,Adult,KNeighborsClassifier,centroid,-0.0108246527342278
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,KNeighborsClassifier,centroid,-0.0711316695347007
Original,original,,Agglo,1,70,Adult,KNeighborsClassifier,centroid,-0.0323881273567043
Decoded,decoded,MLP,Agglo,4,70,Adult,KNeighborsClassifier,closest,0.0064221947449013
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Adult,KNeighborsClassifier,closest,-0.0008033251927365
Encoded,encoded,MLP,Agglo,1,70,Adult,KNeighborsClassifier,closest,-0.0274429553689094
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,KNeighborsClassifier,closest,-0.0575727009638411
Original,original,,Agglo,2,70,Adult,KNeighborsClassifier,closest,-0.0108163137183862
Decoded,decoded,GNN,Agglo,3,70,Adult,KNeighborsClassifier,closest,0.0132151706088064
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Adult,KNeighborsClassifier,closest,-0.0022648224650646
Encoded,encoded,GNN,Agglo,4,70,Adult,KNeighborsClassifier,closest,0.0208994042146063
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,KNeighborsClassifier,closest,-0.0568940542274674
Original,original,,Agglo,1,70,Adult,KNeighborsClassifier,closest,-0.0108163137183862
Decoded,decoded,MLP,KIP,3,70,Adult,KNeighborsClassifier,centroid,0.0726337500174576
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Adult,KNeighborsClassifier,centroid,0.055535974310949754
Encoded,encoded,MLP,KIP,1,70,Adult,KNeighborsClassifier,centroid,0.04344429286569384
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Adult,KNeighborsClassifier,centroid,-0.023689205015179057
Original,original,,KIP,4,70,Adult,KNeighborsClassifier,centroid,0.27504163745186244
Decoded,decoded,GNN,KIP,2,70,Adult,KNeighborsClassifier,centroid,0.0890986554387806
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Adult,KNeighborsClassifier,centroid,0.1366722119992064
Encoded,encoded,GNN,KIP,1,70,Adult,KNeighborsClassifier,centroid,0.0702504728493169
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Adult,KNeighborsClassifier,centroid,-0.00974835019690254
Original,original,,KIP,4,70,Adult,KNeighborsClassifier,centroid,0.27504163745186244
Decoded,decoded,MLP,KMeans,3,70,Adult,KNeighborsClassifier,centroid,-0.010484678516024078
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Adult,KNeighborsClassifier,centroid,-0.0025578812445499997
Encoded,encoded,MLP,KMeans,1,70,Adult,KNeighborsClassifier,centroid,-0.040888743833704604
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,KNeighborsClassifier,centroid,-0.07241369491486813
Original,original,,KMeans,2,70,Adult,KNeighborsClassifier,centroid,-0.03763263611477252
Decoded,decoded,GNN,KMeans,3,70,Adult,KNeighborsClassifier,centroid,0.00313605300956432
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Adult,KNeighborsClassifier,centroid,0.0068014369141247795
Encoded,encoded,GNN,KMeans,2,70,Adult,KNeighborsClassifier,centroid,-0.009370626677718501
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,KNeighborsClassifier,centroid,-0.06934242860073622
Original,original,,KMeans,1,70,Adult,KNeighborsClassifier,centroid,-0.03763263611477252
Decoded,decoded,MLP,KMeans,4,70,Adult,KNeighborsClassifier,closest,-0.00065257205757148
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Adult,KNeighborsClassifier,closest,-0.00578847021906932
Encoded,encoded,MLP,KMeans,1,70,Adult,KNeighborsClassifier,closest,-0.024063389537396163
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,KNeighborsClassifier,closest,-0.060659804628384315
Original,original,,KMeans,2,70,Adult,KNeighborsClassifier,closest,-0.012300211078796062
Decoded,decoded,GNN,KMeans,3,70,Adult,KNeighborsClassifier,closest,0.0018824480801348
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Adult,KNeighborsClassifier,closest,0.0014044529802218202
Encoded,encoded,GNN,KMeans,4,70,Adult,KNeighborsClassifier,closest,0.00929891114148094
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,KNeighborsClassifier,closest,-0.05417965711322796
Original,original,,KMeans,1,70,Adult,KNeighborsClassifier,closest,-0.012300211078796062
Decoded,decoded,MLP,Agglo,3,70,Adult,LogisticRegression,centroid,0.1275211387301071
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Adult,LogisticRegression,centroid,0.066506607901274
Encoded,encoded,MLP,Agglo,4,70,Adult,LogisticRegression,centroid,0.1459453242095603
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,LogisticRegression,centroid,0.0552515190053601
Original,original,,Agglo,1,70,Adult,LogisticRegression,centroid,0.0553120171854665
Decoded,decoded,GNN,Agglo,4,70,Adult,LogisticRegression,centroid,0.0843126787442694
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Adult,LogisticRegression,centroid,0.0790413702364763
Encoded,encoded,GNN,Agglo,2,70,Adult,LogisticRegression,centroid,0.0620119416685509
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,LogisticRegression,centroid,0.031421522376951
Original,original,,Agglo,1,70,Adult,LogisticRegression,centroid,0.0553120171854665
Decoded,decoded,MLP,Agglo,4,70,Adult,LogisticRegression,closest,0.0728945808630687
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Adult,LogisticRegression,closest,0.0496502713486531
Encoded,encoded,MLP,Agglo,2,70,Adult,LogisticRegression,closest,0.0624031881296097
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,LogisticRegression,closest,0.0460497582593553
Original,original,,Agglo,3,70,Adult,LogisticRegression,closest,0.0701183243572581
Decoded,decoded,GNN,Agglo,2,70,Adult,LogisticRegression,closest,0.0465321876770559
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Adult,LogisticRegression,closest,0.0445111003268332
Encoded,encoded,GNN,Agglo,4,70,Adult,LogisticRegression,closest,0.0972650776931695
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,LogisticRegression,closest,0.0135107000554379
Original,original,,Agglo,3,70,Adult,LogisticRegression,closest,0.0701183243572581
Decoded,decoded,MLP,KIP,3,70,Adult,LogisticRegression,centroid,0.0842397074825854
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Adult,LogisticRegression,centroid,0.07551971640046526
Encoded,encoded,MLP,KIP,1,70,Adult,LogisticRegression,centroid,0.06833305542759856
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Adult,LogisticRegression,centroid,0.0181646781624412
Original,original,,KIP,4,70,Adult,LogisticRegression,centroid,0.09606059129253175
Decoded,decoded,GNN,KIP,3,70,Adult,LogisticRegression,centroid,0.09754443986558689
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Adult,LogisticRegression,centroid,0.10238629843192074
Encoded,encoded,GNN,KIP,1,70,Adult,LogisticRegression,centroid,0.0706521149871232
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Adult,LogisticRegression,centroid,0.023529547230250723
Original,original,,KIP,2,70,Adult,LogisticRegression,centroid,0.09606059129253175
Decoded,decoded,MLP,KMeans,3,70,Adult,LogisticRegression,centroid,0.08976695067823623
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Adult,LogisticRegression,centroid,0.08010867763613183
Encoded,encoded,MLP,KMeans,4,70,Adult,LogisticRegression,centroid,0.14119893077557977
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Adult,LogisticRegression,centroid,0.060946302325713075
Original,original,,KMeans,0,70,Adult,LogisticRegression,centroid,0.04737627421957808
Decoded,decoded,GNN,KMeans,4,70,Adult,LogisticRegression,centroid,0.08814281105789712
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Adult,LogisticRegression,centroid,0.08195369785478554
Encoded,encoded,GNN,KMeans,1,70,Adult,LogisticRegression,centroid,0.04509551772593558
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,LogisticRegression,centroid,0.02946217802535548
Original,original,,KMeans,2,70,Adult,LogisticRegression,centroid,0.04737627421957808
Decoded,decoded,MLP,KMeans,1,70,Adult,LogisticRegression,closest,0.05668197731206206
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Adult,LogisticRegression,closest,0.061238423887967776
Encoded,encoded,MLP,KMeans,3,70,Adult,LogisticRegression,closest,0.0773237696416023
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,LogisticRegression,closest,0.048532996933576204
Original,original,,KMeans,4,70,Adult,LogisticRegression,closest,0.08317213867104037
Decoded,decoded,GNN,KMeans,1,70,Adult,LogisticRegression,closest,0.057822343110698136
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Adult,LogisticRegression,closest,0.06748288172251013
Encoded,encoded,GNN,KMeans,2,70,Adult,LogisticRegression,closest,0.060282577538656346
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,LogisticRegression,closest,0.013044266555728379
Original,original,,KMeans,4,70,Adult,LogisticRegression,closest,0.08317213867104037
Decoded,decoded,MLP,Agglo,4,70,Adult,MLPClassifier,centroid,0.0762587883805048
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Adult,MLPClassifier,centroid,0.0151532370804314
Encoded,encoded,MLP,Agglo,1,70,Adult,MLPClassifier,centroid,0.0088583185726424
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,MLPClassifier,centroid,-0.0198183573295914
Original,original,,Agglo,3,70,Adult,MLPClassifier,centroid,0.0498022727229455
Decoded,decoded,GNN,Agglo,4,70,Adult,MLPClassifier,centroid,0.0672656162136301
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Adult,MLPClassifier,centroid,0.0288411395115582
Encoded,encoded,GNN,Agglo,1,70,Adult,MLPClassifier,centroid,0.0034696897507263
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,MLPClassifier,centroid,-0.0411984952334768
Original,original,,Agglo,3,70,Adult,MLPClassifier,centroid,0.0498022727229455
Decoded,decoded,MLP,Agglo,4,70,Adult,MLPClassifier,closest,0.0306268006877665
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Adult,MLPClassifier,closest,-0.0021023767256614
Encoded,encoded,MLP,Agglo,2,70,Adult,MLPClassifier,closest,-0.0019378474622016
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,MLPClassifier,closest,-0.0279170575549755
Original,original,,Agglo,3,70,Adult,MLPClassifier,closest,0.0268629804101847
Decoded,decoded,GNN,Agglo,2,70,Adult,MLPClassifier,closest,0.0152225678474759
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Adult,MLPClassifier,closest,-0.0031912505622456
Encoded,encoded,GNN,Agglo,4,70,Adult,MLPClassifier,closest,0.0424741550854412
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,MLPClassifier,closest,-0.0414340622715031
Original,original,,Agglo,3,70,Adult,MLPClassifier,closest,0.0268629804101847
Decoded,decoded,MLP,KIP,4,70,Adult,MLPClassifier,centroid,0.051657369712814996
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Adult,MLPClassifier,centroid,0.039033602640031556
Encoded,encoded,MLP,KIP,2,70,Adult,MLPClassifier,centroid,0.01902776336122382
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Adult,MLPClassifier,centroid,-0.03530201854296004
Original,original,,KIP,1,70,Adult,MLPClassifier,centroid,0.006911817895387179
Decoded,decoded,GNN,KIP,3,70,Adult,MLPClassifier,centroid,0.04383667535861764
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Adult,MLPClassifier,centroid,0.06957805991110558
Encoded,encoded,GNN,KIP,2,70,Adult,MLPClassifier,centroid,0.02402489657339908
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Adult,MLPClassifier,centroid,-0.03141050097191092
Original,original,,KIP,1,70,Adult,MLPClassifier,centroid,0.006911817895387179
Decoded,decoded,MLP,KMeans,2,70,Adult,MLPClassifier,centroid,0.02386045922572898
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Adult,MLPClassifier,centroid,0.0345595096634024
Encoded,encoded,MLP,KMeans,1,70,Adult,MLPClassifier,centroid,0.00443449040212042
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,MLPClassifier,centroid,-0.01597285017667192
Original,original,,KMeans,3,70,Adult,MLPClassifier,centroid,0.02836174614526512
Decoded,decoded,GNN,KMeans,4,70,Adult,MLPClassifier,centroid,0.04974691315592664
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Adult,MLPClassifier,centroid,0.02161911895695532
Encoded,encoded,GNN,KMeans,1,70,Adult,MLPClassifier,centroid,-0.007469799261824239
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,MLPClassifier,centroid,-0.046980234756865934
Original,original,,KMeans,3,70,Adult,MLPClassifier,centroid,0.02836174614526512
Decoded,decoded,MLP,KMeans,3,70,Adult,MLPClassifier,closest,0.025065567143729282
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Adult,MLPClassifier,closest,0.0157733272590127
Encoded,encoded,MLP,KMeans,1,70,Adult,MLPClassifier,closest,0.00683522578096088
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,MLPClassifier,closest,-0.016450129479803198
Original,original,,KMeans,4,70,Adult,MLPClassifier,closest,0.02561515791165484
Decoded,decoded,GNN,KMeans,2,70,Adult,MLPClassifier,closest,0.01277449583696974
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Adult,MLPClassifier,closest,0.00974168183441322
Encoded,encoded,GNN,KMeans,3,70,Adult,MLPClassifier,closest,0.012936372673356938
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,MLPClassifier,closest,-0.04530060500942361
Original,original,,KMeans,4,70,Adult,MLPClassifier,closest,0.02561515791165484
Decoded,decoded,MLP,Agglo,4,70,Adult,XGBClassifier,centroid,0.1654281372772198
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Adult,XGBClassifier,centroid,0.0859126893311917
Encoded,encoded,MLP,Agglo,3,70,Adult,XGBClassifier,centroid,0.1109599832921447
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Adult,XGBClassifier,centroid,0.0797090796220849
Original,original,,Agglo,0,70,Adult,XGBClassifier,centroid,0.0792988399377154
Decoded,decoded,GNN,Agglo,3,70,Adult,XGBClassifier,centroid,0.1236089088758056
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Adult,XGBClassifier,centroid,0.1177863789148806
Encoded,encoded,GNN,Agglo,4,70,Adult,XGBClassifier,centroid,0.1351545461462052
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,XGBClassifier,centroid,0.0663011469675939
Original,original,,Agglo,1,70,Adult,XGBClassifier,centroid,0.0792988399377154
Decoded,decoded,MLP,Agglo,3,70,Adult,XGBClassifier,closest,0.1050078401429261
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Adult,XGBClassifier,closest,0.0993919759251687
Encoded,encoded,MLP,Agglo,1,70,Adult,XGBClassifier,closest,0.0953511120029512
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Adult,XGBClassifier,closest,0.0624720411682526
Original,original,,Agglo,4,70,Adult,XGBClassifier,closest,0.1193547106179452
Decoded,decoded,GNN,Agglo,1,70,Adult,XGBClassifier,closest,0.1061079154070857
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Adult,XGBClassifier,closest,0.1066791712879509
Encoded,encoded,GNN,Agglo,4,70,Adult,XGBClassifier,closest,0.14002989348136
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Adult,XGBClassifier,closest,0.0593735099863688
Original,original,,Agglo,3,70,Adult,XGBClassifier,closest,0.1193547106179452
Decoded,decoded,MLP,KIP,3,70,Adult,XGBClassifier,centroid,0.14814848045511328
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Adult,XGBClassifier,centroid,0.13190344969319925
Encoded,encoded,MLP,KIP,2,70,Adult,XGBClassifier,centroid,0.1381739029483363
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Adult,XGBClassifier,centroid,0.07005162399929438
Original,original,,KIP,4,70,Adult,XGBClassifier,centroid,0.22917397660597136
Decoded,decoded,GNN,KIP,2,70,Adult,XGBClassifier,centroid,0.14830952090103602
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Adult,XGBClassifier,centroid,0.16181420876998723
Encoded,encoded,GNN,KIP,1,70,Adult,XGBClassifier,centroid,0.14623952917312186
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Adult,XGBClassifier,centroid,0.06307876183637275
Original,original,,KIP,4,70,Adult,XGBClassifier,centroid,0.22917397660597136
Decoded,decoded,MLP,KMeans,1,70,Adult,XGBClassifier,centroid,0.09144284394857065
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Adult,XGBClassifier,centroid,0.09557654680275848
Encoded,encoded,MLP,KMeans,3,70,Adult,XGBClassifier,centroid,0.0963691635796641
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,XGBClassifier,centroid,0.07567632713325999
Original,original,,KMeans,4,70,Adult,XGBClassifier,centroid,0.3310277907529053
Decoded,decoded,GNN,KMeans,1,70,Adult,XGBClassifier,centroid,0.11010854952960658
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Adult,XGBClassifier,centroid,0.12007655544161691
Encoded,encoded,GNN,KMeans,2,70,Adult,XGBClassifier,centroid,0.11324185439007091
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,XGBClassifier,centroid,0.06104548374121378
Original,original,,KMeans,4,70,Adult,XGBClassifier,centroid,0.3310277907529053
Decoded,decoded,MLP,KMeans,2,70,Adult,XGBClassifier,closest,0.11227341714137448
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Adult,XGBClassifier,closest,0.11943755878591607
Encoded,encoded,MLP,KMeans,1,70,Adult,XGBClassifier,closest,0.09704632883375111
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Adult,XGBClassifier,closest,0.07497859836492178
Original,original,,KMeans,4,70,Adult,XGBClassifier,closest,0.13293498395142594
Decoded,decoded,GNN,KMeans,1,70,Adult,XGBClassifier,closest,0.11565611523570293
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Adult,XGBClassifier,closest,0.11571871513197604
Encoded,encoded,GNN,KMeans,4,70,Adult,XGBClassifier,closest,0.13486135844684846
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Adult,XGBClassifier,closest,0.06824865483880649
Original,original,,KMeans,3,70,Adult,XGBClassifier,closest,0.13293498395142594
Decoded,decoded,MLP,Agglo,3,70,AmazonEmployeeAccess,GaussianNB,centroid,0.0441964227244745
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0284849040486283
Encoded,encoded,MLP,Agglo,4,70,AmazonEmployeeAccess,GaussianNB,centroid,0.0456625788922988
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,AmazonEmployeeAccess,GaussianNB,centroid,0.0088063960789962
Original,original,,Agglo,1,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0251451239938823
Decoded,decoded,GNN,Agglo,2,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0338081787502675
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0073758933365932
Encoded,encoded,GNN,Agglo,0,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.050405939715151
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0431966715708317
Original,original,,Agglo,3,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0251451239938823
Decoded,decoded,MLP,Agglo,3,70,AmazonEmployeeAccess,GaussianNB,closest,0.0032350026412638
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0136116046806401
Encoded,encoded,MLP,Agglo,4,70,AmazonEmployeeAccess,GaussianNB,closest,0.0347628174064388
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0432054030219554
Original,original,,Agglo,2,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0063033800902541
Decoded,decoded,GNN,Agglo,3,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0340104573679623
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0749842470069313
Encoded,encoded,GNN,Agglo,0,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0854045063019251
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,AmazonEmployeeAccess,GaussianNB,closest,-0.075607818141336
Original,original,,Agglo,4,70,AmazonEmployeeAccess,GaussianNB,closest,-0.0063033800902541
Decoded,decoded,MLP,KIP,0,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.00588732644421852
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,AmazonEmployeeAccess,GaussianNB,centroid,0.001575299306868201
Encoded,encoded,MLP,KIP,3,70,AmazonEmployeeAccess,GaussianNB,centroid,0.02697450852844474
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,AmazonEmployeeAccess,GaussianNB,centroid,0.026786345756732877
Original,original,,KIP,4,70,AmazonEmployeeAccess,GaussianNB,centroid,0.04044844732970382
Decoded,decoded,GNN,KIP,3,70,AmazonEmployeeAccess,GaussianNB,centroid,0.016430262627497243
Decoded-FT,decoded,GNN-MultiHead,KIP,0,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.04170781363008637
Encoded,encoded,GNN,KIP,1,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.036187208133055836
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.03315070048066639
Original,original,,KIP,4,70,AmazonEmployeeAccess,GaussianNB,centroid,0.04044844732970382
Decoded,decoded,MLP,KMeans,1,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.014207817268190943
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.058784931261651144
Encoded,encoded,MLP,KMeans,4,70,AmazonEmployeeAccess,GaussianNB,centroid,0.0162678576365997
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.013975851716676141
Original,original,,KMeans,3,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.005972894665229019
Decoded,decoded,GNN,KMeans,4,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.0033549145700271206
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.05376551105911052
Encoded,encoded,GNN,KMeans,0,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.09425499620909512
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.07232435594633656
Original,original,,KMeans,3,70,AmazonEmployeeAccess,GaussianNB,centroid,-0.005972894665229019
Decoded,decoded,MLP,KMeans,2,70,AmazonEmployeeAccess,GaussianNB,closest,0.018302867845121383
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,AmazonEmployeeAccess,GaussianNB,closest,-0.007360322248756221
Encoded,encoded,MLP,KMeans,3,70,AmazonEmployeeAccess,GaussianNB,closest,0.02942149770581106
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,GaussianNB,closest,-0.02444020483984342
Original,original,,KMeans,4,70,AmazonEmployeeAccess,GaussianNB,closest,0.050197112509113295
Decoded,decoded,GNN,KMeans,3,70,AmazonEmployeeAccess,GaussianNB,closest,-0.04220303243297528
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,AmazonEmployeeAccess,GaussianNB,closest,-0.05232685896232532
Encoded,encoded,GNN,KMeans,0,70,AmazonEmployeeAccess,GaussianNB,closest,-0.07214536119830448
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,AmazonEmployeeAccess,GaussianNB,closest,-0.05733885743141098
Original,original,,KMeans,4,70,AmazonEmployeeAccess,GaussianNB,closest,0.050197112509113295
Decoded,decoded,MLP,Agglo,2,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0797096509499464
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0874872183298618
Encoded,encoded,MLP,Agglo,4,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1084359022912327
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0314441709272235
Original,original,,Agglo,1,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0463712680679164
Decoded,decoded,GNN,Agglo,3,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0934299059521556
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0680186833301773
Encoded,encoded,GNN,Agglo,2,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0804677144480212
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1110004418355111
Original,original,,Agglo,0,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0463712680679164
Decoded,decoded,MLP,Agglo,1,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0443142081676451
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0935567758631574
Encoded,encoded,MLP,Agglo,3,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1030373035409961
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.019438237707505
Original,original,,Agglo,4,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1145117717603989
Decoded,decoded,GNN,Agglo,0,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0386984788234552
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0549321466893897
Encoded,encoded,GNN,Agglo,2,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0771842454080668
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0838812093669129
Original,original,,Agglo,4,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1145117717603989
Decoded,decoded,MLP,KIP,3,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14001476992993753
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14702076626901478
Encoded,encoded,MLP,KIP,2,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12325620147699305
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0760684213848388
Original,original,,KIP,1,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09443931073660297
Decoded,decoded,GNN,KIP,3,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12875351890424797
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13064179763933603
Encoded,encoded,GNN,KIP,2,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09477005617622926
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08456125733762546
Original,original,,KIP,1,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09443931073660297
Decoded,decoded,MLP,KMeans,2,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08271160765006629
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09319131477624196
Encoded,encoded,MLP,KMeans,4,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09586290475288779
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.01944581203054982
Original,original,,KMeans,1,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08131578615161278
Decoded,decoded,GNN,KMeans,3,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06615590481600708
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.040476677396957615
Encoded,encoded,GNN,KMeans,1,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.05662273559300648
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0575839171874014
Original,original,,KMeans,4,70,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08131578615161278
Decoded,decoded,MLP,KMeans,2,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.07993006375055237
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.08303351637947373
Encoded,encoded,MLP,KMeans,4,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.11188083065076064
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05024199962128391
Original,original,,KMeans,0,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.048340465820867325
Decoded,decoded,GNN,KMeans,2,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05393132613772642
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.04699627595783632
Encoded,encoded,GNN,KMeans,3,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.060795051442277356
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06852818279366282
Original,original,,KMeans,1,70,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.048340465820867325
Decoded,decoded,MLP,Agglo,2,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.100676576330878
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.1106447881651195
Encoded,encoded,MLP,Agglo,4,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.1275512126703017
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.0649361266723595
Original,original,,Agglo,0,70,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0128794125480543
Decoded,decoded,GNN,Agglo,4,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.1331711457727232
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.1304866840350851
Encoded,encoded,GNN,Agglo,1,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.0516045135746389
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.0870537154215077
Original,original,,Agglo,0,70,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0128794125480543
Decoded,decoded,MLP,Agglo,2,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0801953404182344
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,AmazonEmployeeAccess,LogisticRegression,closest,0.086747138777666
Encoded,encoded,MLP,Agglo,4,70,AmazonEmployeeAccess,LogisticRegression,closest,0.1356978482790511
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0592012273284974
Original,original,,Agglo,0,70,AmazonEmployeeAccess,LogisticRegression,closest,0.035229488585449
Decoded,decoded,GNN,Agglo,2,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0578976378908294
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0137116403958159
Encoded,encoded,GNN,Agglo,3,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0701287685774268
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0818208353319362
Original,original,,Agglo,1,70,AmazonEmployeeAccess,LogisticRegression,closest,0.035229488585449
Decoded,decoded,MLP,KIP,2,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.13036047665003697
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.10565959645571846
Encoded,encoded,MLP,KIP,4,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.142544087956839
Encoded-FT,encoded,MLP-MultiHead,KIP,3,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.14056845696781645
Original,original,,KIP,0,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.07562722068472606
Decoded,decoded,GNN,KIP,4,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.09144248781836861
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.08375188496733355
Encoded,encoded,GNN,KIP,3,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.08617179660939
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.056083342860628285
Original,original,,KIP,1,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.07562722068472606
Decoded,decoded,MLP,KMeans,4,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.10909414904862233
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.08936032144561097
Encoded,encoded,MLP,KMeans,3,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.09712692975626512
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.06588191561861094
Original,original,,KMeans,0,70,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0046063140737201995
Decoded,decoded,GNN,KMeans,4,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.12102892231283972
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.09683542646407904
Encoded,encoded,GNN,KMeans,1,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.065446193563551
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,AmazonEmployeeAccess,LogisticRegression,centroid,0.07725974131318264
Original,original,,KMeans,0,70,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0046063140737201995
Decoded,decoded,MLP,KMeans,0,70,AmazonEmployeeAccess,LogisticRegression,closest,0.04919367149162944
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,AmazonEmployeeAccess,LogisticRegression,closest,0.06441750118319421
Encoded,encoded,MLP,KMeans,4,70,AmazonEmployeeAccess,LogisticRegression,closest,0.13873934406649643
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,AmazonEmployeeAccess,LogisticRegression,closest,0.11799611286363654
Original,original,,KMeans,2,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0824712887779535
Decoded,decoded,GNN,KMeans,1,70,AmazonEmployeeAccess,LogisticRegression,closest,0.044061706213989145
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,AmazonEmployeeAccess,LogisticRegression,closest,0.03810952067380432
Encoded,encoded,GNN,KMeans,2,70,AmazonEmployeeAccess,LogisticRegression,closest,0.07194753451701721
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,AmazonEmployeeAccess,LogisticRegression,closest,0.08021092473096297
Original,original,,KMeans,4,70,AmazonEmployeeAccess,LogisticRegression,closest,0.0824712887779535
Decoded,decoded,MLP,Agglo,3,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.0119747498336555
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.0235248340487455
Encoded,encoded,MLP,Agglo,2,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.0080693305943196
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.070229162150463
Original,original,,Agglo,0,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1305036424821533
Decoded,decoded,GNN,Agglo,4,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.0504203232245591
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.0459862944471378
Encoded,encoded,GNN,Agglo,1,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0425568289445522
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0205323433130893
Original,original,,Agglo,0,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1305036424821533
Decoded,decoded,MLP,Agglo,3,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0017205454046873
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0157522906983185
Encoded,encoded,MLP,Agglo,4,70,AmazonEmployeeAccess,MLPClassifier,closest,0.0111336246954339
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.1143786581250295
Original,original,,Agglo,1,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0480597021049327
Decoded,decoded,GNN,Agglo,3,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.019599583403712
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0603797919343622
Encoded,encoded,GNN,Agglo,4,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0096189156050597
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0301334790371786
Original,original,,Agglo,1,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.0480597021049327
Decoded,decoded,MLP,KIP,2,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.04099876429827248
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.05165944415989028
Encoded,encoded,MLP,KIP,4,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.05228173999385892
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.016401940195318716
Original,original,,KIP,0,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.08184065533905899
Decoded,decoded,GNN,KIP,3,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.018381935093860637
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.03214123790369724
Encoded,encoded,GNN,KIP,2,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.009690035128941718
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.004992590576526239
Original,original,,KIP,0,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.08184065533905899
Decoded,decoded,MLP,KMeans,4,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.01092026612378752
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.010724550664796561
Encoded,encoded,MLP,KMeans,2,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.02740317316167996
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11799043579172105
Original,original,,KMeans,1,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11258398429352665
Decoded,decoded,GNN,KMeans,4,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.019723358728929878
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,AmazonEmployeeAccess,MLPClassifier,centroid,0.01628267822450098
Encoded,encoded,GNN,KMeans,2,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.04110763187713836
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.045102087289641865
Original,original,,KMeans,0,70,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11258398429352665
Decoded,decoded,MLP,KMeans,3,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.023336504078773135
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.03230344512547468
Encoded,encoded,MLP,KMeans,4,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.017018354991735797
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.08814581143615621
Original,original,,KMeans,1,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.057173669090429244
Decoded,decoded,GNN,KMeans,3,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.04140865893880108
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.05480785077482673
Encoded,encoded,GNN,KMeans,2,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.05119210682699564
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.026635766145328643
Original,original,,KMeans,0,70,AmazonEmployeeAccess,MLPClassifier,closest,-0.057173669090429244
Decoded,decoded,MLP,Agglo,2,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3546071947425669
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3560984932038245
Encoded,encoded,MLP,Agglo,1,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.334276665576439
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.2779866852766011
Original,original,,Agglo,4,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,3,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3665328285325281
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3633486662457881
Encoded,encoded,GNN,Agglo,1,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3106017676902131
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.2976982566497554
Original,original,,Agglo,4,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,3,70,AmazonEmployeeAccess,XGBClassifier,closest,0.3270692776353721
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,AmazonEmployeeAccess,XGBClassifier,closest,0.3427514432840703
Encoded,encoded,MLP,Agglo,2,70,AmazonEmployeeAccess,XGBClassifier,closest,0.3213351233351844
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2953574362406919
Original,original,,Agglo,0,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2863183705912331
Decoded,decoded,GNN,Agglo,4,70,AmazonEmployeeAccess,XGBClassifier,closest,0.3045448235732595
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2867623848605396
Encoded,encoded,GNN,Agglo,1,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2712095252945516
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2592867438446502
Original,original,,Agglo,2,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2863183705912331
Decoded,decoded,MLP,KIP,1,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3422327927831994
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.34317615671897234
Encoded,encoded,MLP,KIP,3,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.34593094674871266
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3298633348799355
Original,original,,KIP,4,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.35831818423834916
Decoded,decoded,GNN,KIP,2,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.32736506529957177
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.32969409603638833
Encoded,encoded,GNN,KIP,0,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.32138218694617066
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3225606787808718
Original,original,,KIP,4,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.35831818423834916
Decoded,decoded,MLP,KMeans,3,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3446833332065627
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.33694512478036986
Encoded,encoded,MLP,KMeans,1,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.32797470544834983
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.28669602041514863
Original,original,,KMeans,4,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,KMeans,3,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.34828108480197156
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3395543503890593
Encoded,encoded,GNN,KMeans,0,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.2828537281986142
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.29863011614728724
Original,original,,KMeans,4,70,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,KMeans,3,70,AmazonEmployeeAccess,XGBClassifier,closest,0.31297643586798607
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,AmazonEmployeeAccess,XGBClassifier,closest,0.30277361547413506
Encoded,encoded,MLP,KMeans,4,70,AmazonEmployeeAccess,XGBClassifier,closest,0.33109602117577264
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2832850970936557
Original,original,,KMeans,1,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2964368567973165
Decoded,decoded,GNN,KMeans,3,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2918686440355668
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2907506218101331
Encoded,encoded,GNN,KMeans,1,70,AmazonEmployeeAccess,XGBClassifier,closest,0.267317887594983
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,AmazonEmployeeAccess,XGBClassifier,closest,0.26684468437906467
Original,original,,KMeans,4,70,AmazonEmployeeAccess,XGBClassifier,closest,0.2964368567973165
Decoded,decoded,MLP,Agglo,2,70,BankMarketing,GaussianNB,centroid,0.0601004755141928
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,BankMarketing,GaussianNB,centroid,0.1322474971328793
Encoded,encoded,MLP,Agglo,1,70,BankMarketing,GaussianNB,centroid,0.0536890531587075
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,BankMarketing,GaussianNB,centroid,-0.049833186375142
Original,original,,Agglo,4,70,BankMarketing,GaussianNB,centroid,0.1330239430166483
Decoded,decoded,GNN,Agglo,3,70,BankMarketing,GaussianNB,centroid,0.1511076798774887
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,GaussianNB,centroid,0.153070149794261
Encoded,encoded,GNN,Agglo,1,70,BankMarketing,GaussianNB,centroid,-0.0410140748489707
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,GaussianNB,centroid,-0.1179480502916605
Original,original,,Agglo,2,70,BankMarketing,GaussianNB,centroid,0.1330239430166483
Decoded,decoded,MLP,Agglo,3,70,BankMarketing,GaussianNB,closest,0.0741385051619955
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,BankMarketing,GaussianNB,closest,0.106747612230083
Encoded,encoded,MLP,Agglo,1,70,BankMarketing,GaussianNB,closest,0.0568322451259684
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,BankMarketing,GaussianNB,closest,-0.0252860382747171
Original,original,,Agglo,2,70,BankMarketing,GaussianNB,closest,0.0600156437939631
Decoded,decoded,GNN,Agglo,3,70,BankMarketing,GaussianNB,closest,0.1409286098363852
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,GaussianNB,closest,0.2082877939673159
Encoded,encoded,GNN,Agglo,1,70,BankMarketing,GaussianNB,closest,-0.0256798577537002
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,GaussianNB,closest,-0.1256895338717888
Original,original,,Agglo,2,70,BankMarketing,GaussianNB,closest,0.0600156437939631
Decoded,decoded,MLP,KIP,4,70,BankMarketing,GaussianNB,centroid,0.17577011664214245
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,BankMarketing,GaussianNB,centroid,0.15782343602929813
Encoded,encoded,MLP,KIP,2,70,BankMarketing,GaussianNB,centroid,0.09706975626933653
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,BankMarketing,GaussianNB,centroid,-0.0006034539765089796
Original,original,,KIP,1,70,BankMarketing,GaussianNB,centroid,0.07822677551244031
Decoded,decoded,GNN,KIP,3,70,BankMarketing,GaussianNB,centroid,0.16832103739768087
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,BankMarketing,GaussianNB,centroid,0.1908898685447074
Encoded,encoded,GNN,KIP,1,70,BankMarketing,GaussianNB,centroid,0.041214637065305475
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,BankMarketing,GaussianNB,centroid,-0.07417874131818772
Original,original,,KIP,2,70,BankMarketing,GaussianNB,centroid,0.07822677551244031
Decoded,decoded,MLP,KMeans,1,70,BankMarketing,GaussianNB,centroid,0.0035582488317597
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,GaussianNB,centroid,0.006716286350060778
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,GaussianNB,centroid,0.04697494651256938
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,BankMarketing,GaussianNB,centroid,-0.044106367784093756
Original,original,,KMeans,3,70,BankMarketing,GaussianNB,centroid,0.04296641208804878
Decoded,decoded,GNN,KMeans,4,70,BankMarketing,GaussianNB,centroid,0.14221239653586132
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,BankMarketing,GaussianNB,centroid,0.13033913689321194
Encoded,encoded,GNN,KMeans,1,70,BankMarketing,GaussianNB,centroid,-0.04862504129287072
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,GaussianNB,centroid,-0.11961313790029415
Original,original,,KMeans,2,70,BankMarketing,GaussianNB,centroid,0.04296641208804878
Decoded,decoded,MLP,KMeans,1,70,BankMarketing,GaussianNB,closest,-0.03613940266981328
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,GaussianNB,closest,0.02123606002020936
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,GaussianNB,closest,0.05587076005244833
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,BankMarketing,GaussianNB,closest,-0.04487527307050908
Original,original,,KMeans,3,70,BankMarketing,GaussianNB,closest,0.032150868501555165
Decoded,decoded,GNN,KMeans,3,70,BankMarketing,GaussianNB,closest,0.11141459397196982
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,GaussianNB,closest,0.1289111362693454
Encoded,encoded,GNN,KMeans,1,70,BankMarketing,GaussianNB,closest,-0.04053836919559942
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,GaussianNB,closest,-0.11759741251471116
Original,original,,KMeans,2,70,BankMarketing,GaussianNB,closest,0.032150868501555165
Decoded,decoded,MLP,Agglo,4,70,BankMarketing,KNeighborsClassifier,centroid,-0.031289643593208
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,BankMarketing,KNeighborsClassifier,centroid,-0.0827627559612993
Encoded,encoded,MLP,Agglo,3,70,BankMarketing,KNeighborsClassifier,centroid,-0.0494808504103252
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,BankMarketing,KNeighborsClassifier,centroid,-0.150940379907417
Original,original,,Agglo,0,70,BankMarketing,KNeighborsClassifier,centroid,-0.1753151806812211
Decoded,decoded,GNN,Agglo,3,70,BankMarketing,KNeighborsClassifier,centroid,-0.0966506769496419
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,KNeighborsClassifier,centroid,-0.0585344308034994
Encoded,encoded,GNN,Agglo,2,70,BankMarketing,KNeighborsClassifier,centroid,-0.1151543543264509
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,KNeighborsClassifier,centroid,-0.2249959025543539
Original,original,,Agglo,1,70,BankMarketing,KNeighborsClassifier,centroid,-0.1753151806812211
Decoded,decoded,MLP,Agglo,3,70,BankMarketing,KNeighborsClassifier,closest,-0.0487534731497935
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,BankMarketing,KNeighborsClassifier,closest,-0.0800339216878121
Encoded,encoded,MLP,Agglo,4,70,BankMarketing,KNeighborsClassifier,closest,-0.0097090103797654
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,BankMarketing,KNeighborsClassifier,closest,-0.0863854463892793
Original,original,,Agglo,2,70,BankMarketing,KNeighborsClassifier,closest,-0.0604778137836781
Decoded,decoded,GNN,Agglo,2,70,BankMarketing,KNeighborsClassifier,closest,-0.0702982940430237
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,KNeighborsClassifier,closest,-0.0491141774200416
Encoded,encoded,GNN,Agglo,1,70,BankMarketing,KNeighborsClassifier,closest,-0.0830311870461352
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,KNeighborsClassifier,closest,-0.2188250526215262
Original,original,,Agglo,3,70,BankMarketing,KNeighborsClassifier,closest,-0.0604778137836781
Decoded,decoded,MLP,KIP,2,70,BankMarketing,KNeighborsClassifier,centroid,0.06872071294263701
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,BankMarketing,KNeighborsClassifier,centroid,0.0347175601679242
Encoded,encoded,MLP,KIP,3,70,BankMarketing,KNeighborsClassifier,centroid,0.07089006843702131
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,BankMarketing,KNeighborsClassifier,centroid,-0.0524950862915599
Original,original,,KIP,4,70,BankMarketing,KNeighborsClassifier,centroid,0.11268120711393996
Decoded,decoded,GNN,KIP,4,70,BankMarketing,KNeighborsClassifier,centroid,0.115196264420105
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,BankMarketing,KNeighborsClassifier,centroid,0.06697649163153187
Encoded,encoded,GNN,KIP,1,70,BankMarketing,KNeighborsClassifier,centroid,0.01266872119689296
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,BankMarketing,KNeighborsClassifier,centroid,-0.1309531690999686
Original,original,,KIP,3,70,BankMarketing,KNeighborsClassifier,centroid,0.11268120711393996
Decoded,decoded,MLP,KMeans,3,70,BankMarketing,KNeighborsClassifier,centroid,-0.06848202866792358
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,KNeighborsClassifier,centroid,-0.0841362390998266
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,KNeighborsClassifier,centroid,-0.05628922416963802
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,BankMarketing,KNeighborsClassifier,centroid,-0.1859792830567073
Original,original,,KMeans,1,70,BankMarketing,KNeighborsClassifier,centroid,-0.17372343596950723
Decoded,decoded,GNN,KMeans,3,70,BankMarketing,KNeighborsClassifier,centroid,-0.09767300576997771
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,KNeighborsClassifier,centroid,-0.05720234154500144
Encoded,encoded,GNN,KMeans,2,70,BankMarketing,KNeighborsClassifier,centroid,-0.12981817665604545
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,KNeighborsClassifier,centroid,-0.2408705684673488
Original,original,,KMeans,1,70,BankMarketing,KNeighborsClassifier,centroid,-0.17372343596950723
Decoded,decoded,MLP,KMeans,3,70,BankMarketing,KNeighborsClassifier,closest,-0.0819006792080766
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,KNeighborsClassifier,closest,-0.08778877312798347
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,KNeighborsClassifier,closest,-0.034128850792323376
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,BankMarketing,KNeighborsClassifier,closest,-0.12855300158864735
Original,original,,KMeans,1,70,BankMarketing,KNeighborsClassifier,closest,-0.10186430550554726
Decoded,decoded,GNN,KMeans,3,70,BankMarketing,KNeighborsClassifier,closest,-0.08054203721125906
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,KNeighborsClassifier,closest,-0.07428549581673377
Encoded,encoded,GNN,KMeans,2,70,BankMarketing,KNeighborsClassifier,closest,-0.0982662320147946
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,KNeighborsClassifier,closest,-0.21957636928890273
Original,original,,KMeans,1,70,BankMarketing,KNeighborsClassifier,closest,-0.10186430550554726
Decoded,decoded,MLP,Agglo,3,70,BankMarketing,LogisticRegression,centroid,0.1262395610668656
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,BankMarketing,LogisticRegression,centroid,0.1167440632905038
Encoded,encoded,MLP,Agglo,4,70,BankMarketing,LogisticRegression,centroid,0.2501354087878439
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,BankMarketing,LogisticRegression,centroid,0.1050062743936577
Original,original,,Agglo,0,70,BankMarketing,LogisticRegression,centroid,0.035939635818334
Decoded,decoded,GNN,Agglo,3,70,BankMarketing,LogisticRegression,centroid,0.1197840743584254
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,LogisticRegression,centroid,0.11991875599191
Encoded,encoded,GNN,Agglo,2,70,BankMarketing,LogisticRegression,centroid,0.083579248506836
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,BankMarketing,LogisticRegression,centroid,0.0784676695158051
Original,original,,Agglo,0,70,BankMarketing,LogisticRegression,centroid,0.035939635818334
Decoded,decoded,MLP,Agglo,3,70,BankMarketing,LogisticRegression,closest,0.1460258737961011
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,BankMarketing,LogisticRegression,closest,0.096893634516032
Encoded,encoded,MLP,Agglo,4,70,BankMarketing,LogisticRegression,closest,0.2130198062936663
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,BankMarketing,LogisticRegression,closest,0.0983618540134559
Original,original,,Agglo,0,70,BankMarketing,LogisticRegression,closest,0.0949795113193908
Decoded,decoded,GNN,Agglo,2,70,BankMarketing,LogisticRegression,closest,0.0968831382009342
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,LogisticRegression,closest,0.1671344693044119
Encoded,encoded,GNN,Agglo,3,70,BankMarketing,LogisticRegression,closest,0.1035730847671026
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,LogisticRegression,closest,0.0436445634083028
Original,original,,Agglo,1,70,BankMarketing,LogisticRegression,closest,0.0949795113193908
Decoded,decoded,MLP,KIP,3,70,BankMarketing,LogisticRegression,centroid,0.20762937941358986
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,BankMarketing,LogisticRegression,centroid,0.17034679698621713
Encoded,encoded,MLP,KIP,4,70,BankMarketing,LogisticRegression,centroid,0.21204061391050089
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,BankMarketing,LogisticRegression,centroid,0.12523889549931927
Original,original,,KIP,1,70,BankMarketing,LogisticRegression,centroid,0.14208477304627223
Decoded,decoded,GNN,KIP,4,70,BankMarketing,LogisticRegression,centroid,0.20352764710427543
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,BankMarketing,LogisticRegression,centroid,0.18215793362712057
Encoded,encoded,GNN,KIP,2,70,BankMarketing,LogisticRegression,centroid,0.14656965879514702
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,BankMarketing,LogisticRegression,centroid,0.06944721219767933
Original,original,,KIP,1,70,BankMarketing,LogisticRegression,centroid,0.14208477304627223
Decoded,decoded,MLP,KMeans,3,70,BankMarketing,LogisticRegression,centroid,0.12350485366050139
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,LogisticRegression,centroid,0.09193884265100505
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,LogisticRegression,centroid,0.2410556156740083
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,BankMarketing,LogisticRegression,centroid,0.08853995877603864
Original,original,,KMeans,0,70,BankMarketing,LogisticRegression,centroid,0.034782866017572925
Decoded,decoded,GNN,KMeans,2,70,BankMarketing,LogisticRegression,centroid,0.06654549956579407
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,LogisticRegression,centroid,0.10256000066771749
Encoded,encoded,GNN,KMeans,3,70,BankMarketing,LogisticRegression,centroid,0.0817910557990434
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,BankMarketing,LogisticRegression,centroid,0.05765464012371998
Original,original,,KMeans,0,70,BankMarketing,LogisticRegression,centroid,0.034782866017572925
Decoded,decoded,MLP,KMeans,1,70,BankMarketing,LogisticRegression,closest,0.07303176703441291
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,LogisticRegression,closest,0.07484072474147133
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,LogisticRegression,closest,0.2271484281388756
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,BankMarketing,LogisticRegression,closest,0.09077478866048945
Original,original,,KMeans,0,70,BankMarketing,LogisticRegression,closest,0.06586693176396141
Decoded,decoded,GNN,KMeans,2,70,BankMarketing,LogisticRegression,closest,0.0969624549338183
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,LogisticRegression,closest,0.12316846573085916
Encoded,encoded,GNN,KMeans,3,70,BankMarketing,LogisticRegression,closest,0.1014635024787112
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,LogisticRegression,closest,0.05056431604430058
Original,original,,KMeans,1,70,BankMarketing,LogisticRegression,closest,0.06586693176396141
Decoded,decoded,MLP,Agglo,3,70,BankMarketing,MLPClassifier,centroid,-0.0072401895840775
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,BankMarketing,MLPClassifier,centroid,-0.007249127170232
Encoded,encoded,MLP,Agglo,4,70,BankMarketing,MLPClassifier,centroid,0.0025436370196009
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,BankMarketing,MLPClassifier,centroid,-0.099112616862663
Original,original,,Agglo,1,70,BankMarketing,MLPClassifier,centroid,-0.0688533762178578
Decoded,decoded,GNN,Agglo,4,70,BankMarketing,MLPClassifier,centroid,-0.0187882956946753
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,BankMarketing,MLPClassifier,centroid,-0.0348272409284245
Encoded,encoded,GNN,Agglo,1,70,BankMarketing,MLPClassifier,centroid,-0.1077433458926279
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,MLPClassifier,centroid,-0.1458874740027962
Original,original,,Agglo,2,70,BankMarketing,MLPClassifier,centroid,-0.0688533762178578
Decoded,decoded,MLP,Agglo,4,70,BankMarketing,MLPClassifier,closest,0.0512709098552081
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,BankMarketing,MLPClassifier,closest,-0.0251251932380605
Encoded,encoded,MLP,Agglo,3,70,BankMarketing,MLPClassifier,closest,-0.0013984343136573
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,BankMarketing,MLPClassifier,closest,-0.0857926342969143
Original,original,,Agglo,1,70,BankMarketing,MLPClassifier,closest,-0.0547004106224998
Decoded,decoded,GNN,Agglo,3,70,BankMarketing,MLPClassifier,closest,-0.0206577407986806
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,MLPClassifier,closest,0.040888860818248
Encoded,encoded,GNN,Agglo,1,70,BankMarketing,MLPClassifier,closest,-0.0673321990543437
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,MLPClassifier,closest,-0.1049509460583903
Original,original,,Agglo,2,70,BankMarketing,MLPClassifier,closest,-0.0547004106224998
Decoded,decoded,MLP,KIP,4,70,BankMarketing,MLPClassifier,centroid,0.07855071677951361
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,BankMarketing,MLPClassifier,centroid,0.048684968261141874
Encoded,encoded,MLP,KIP,3,70,BankMarketing,MLPClassifier,centroid,0.07130251315985082
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,BankMarketing,MLPClassifier,centroid,-0.05470061916617678
Original,original,,KIP,1,70,BankMarketing,MLPClassifier,centroid,-0.04678829331131901
Decoded,decoded,GNN,KIP,4,70,BankMarketing,MLPClassifier,centroid,0.08974948243928174
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,BankMarketing,MLPClassifier,centroid,0.0556836344753681
Encoded,encoded,GNN,KIP,2,70,BankMarketing,MLPClassifier,centroid,-0.018888247699837657
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,BankMarketing,MLPClassifier,centroid,-0.08870309964425421
Original,original,,KIP,1,70,BankMarketing,MLPClassifier,centroid,-0.04678829331131901
Decoded,decoded,MLP,KMeans,4,70,BankMarketing,MLPClassifier,centroid,-0.007808530687648921
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,MLPClassifier,centroid,-0.044351192318680885
Encoded,encoded,MLP,KMeans,3,70,BankMarketing,MLPClassifier,centroid,-0.031849594725155715
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,BankMarketing,MLPClassifier,centroid,-0.12197987791853145
Original,original,,KMeans,1,70,BankMarketing,MLPClassifier,centroid,-0.08746277122967182
Decoded,decoded,GNN,KMeans,3,70,BankMarketing,MLPClassifier,centroid,-0.04965037652560862
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,MLPClassifier,centroid,-0.022794717648246938
Encoded,encoded,GNN,KMeans,1,70,BankMarketing,MLPClassifier,centroid,-0.10312806577825069
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,MLPClassifier,centroid,-0.14629321062226155
Original,original,,KMeans,2,70,BankMarketing,MLPClassifier,centroid,-0.08746277122967182
Decoded,decoded,MLP,KMeans,3,70,BankMarketing,MLPClassifier,closest,-0.03689095936347696
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,MLPClassifier,closest,-0.07310441990448095
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,MLPClassifier,closest,-0.01473766248159222
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,BankMarketing,MLPClassifier,closest,-0.11654803014111552
Original,original,,KMeans,1,70,BankMarketing,MLPClassifier,closest,-0.07731986220625504
Decoded,decoded,GNN,KMeans,3,70,BankMarketing,MLPClassifier,closest,-0.037849038807296904
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,BankMarketing,MLPClassifier,closest,-0.005315420821775259
Encoded,encoded,GNN,KMeans,1,70,BankMarketing,MLPClassifier,closest,-0.09435332244338106
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,MLPClassifier,closest,-0.12385423869492165
Original,original,,KMeans,2,70,BankMarketing,MLPClassifier,closest,-0.07731986220625504
Decoded,decoded,MLP,Agglo,3,70,BankMarketing,XGBClassifier,centroid,0.190280365597069
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,BankMarketing,XGBClassifier,centroid,0.1421023496071095
Encoded,encoded,MLP,Agglo,2,70,BankMarketing,XGBClassifier,centroid,0.1881812125299863
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,BankMarketing,XGBClassifier,centroid,0.1246799548779714
Original,original,,Agglo,4,70,BankMarketing,XGBClassifier,centroid,0.2013412201345976
Decoded,decoded,GNN,Agglo,2,70,BankMarketing,XGBClassifier,centroid,0.1277647286464178
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,BankMarketing,XGBClassifier,centroid,0.0990161440290346
Encoded,encoded,GNN,Agglo,3,70,BankMarketing,XGBClassifier,centroid,0.1396130784795634
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,XGBClassifier,centroid,0.0851632607161375
Original,original,,Agglo,4,70,BankMarketing,XGBClassifier,centroid,0.2013412201345976
Decoded,decoded,MLP,Agglo,1,70,BankMarketing,XGBClassifier,closest,0.1242465320857398
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,BankMarketing,XGBClassifier,closest,0.1432016139398181
Encoded,encoded,MLP,Agglo,4,70,BankMarketing,XGBClassifier,closest,0.1967963509881051
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,BankMarketing,XGBClassifier,closest,0.1565647532775486
Original,original,,Agglo,0,70,BankMarketing,XGBClassifier,closest,0.1091189126657454
Decoded,decoded,GNN,Agglo,2,70,BankMarketing,XGBClassifier,closest,0.1310382409567893
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,BankMarketing,XGBClassifier,closest,0.154473485176077
Encoded,encoded,GNN,Agglo,3,70,BankMarketing,XGBClassifier,closest,0.1370014026477713
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,BankMarketing,XGBClassifier,closest,0.0686264852991074
Original,original,,Agglo,1,70,BankMarketing,XGBClassifier,closest,0.1091189126657454
Decoded,decoded,MLP,KIP,3,70,BankMarketing,XGBClassifier,centroid,0.23743436235472104
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,BankMarketing,XGBClassifier,centroid,0.20233397485246668
Encoded,encoded,MLP,KIP,4,70,BankMarketing,XGBClassifier,centroid,0.2611188966454978
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,BankMarketing,XGBClassifier,centroid,0.18947434689017578
Original,original,,KIP,2,70,BankMarketing,XGBClassifier,centroid,0.2037796019444075
Decoded,decoded,GNN,KIP,4,70,BankMarketing,XGBClassifier,centroid,0.24481258750903795
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,BankMarketing,XGBClassifier,centroid,0.20952110849099395
Encoded,encoded,GNN,KIP,1,70,BankMarketing,XGBClassifier,centroid,0.2015363918071953
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,BankMarketing,XGBClassifier,centroid,0.11914706199297634
Original,original,,KIP,2,70,BankMarketing,XGBClassifier,centroid,0.2037796019444075
Decoded,decoded,MLP,KMeans,2,70,BankMarketing,XGBClassifier,centroid,0.1607246859124075
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,BankMarketing,XGBClassifier,centroid,0.10546444387400122
Encoded,encoded,MLP,KMeans,3,70,BankMarketing,XGBClassifier,centroid,0.19383986435856615
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,BankMarketing,XGBClassifier,centroid,0.11354821074485508
Original,original,,KMeans,4,70,BankMarketing,XGBClassifier,centroid,0.4043495222524367
Decoded,decoded,GNN,KMeans,0,70,BankMarketing,XGBClassifier,centroid,0.0813664370055703
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,BankMarketing,XGBClassifier,centroid,0.09562771147383897
Encoded,encoded,GNN,KMeans,3,70,BankMarketing,XGBClassifier,centroid,0.13222701842290915
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,BankMarketing,XGBClassifier,centroid,0.0911661726464535
Original,original,,KMeans,4,70,BankMarketing,XGBClassifier,centroid,0.4043495222524367
Decoded,decoded,MLP,KMeans,1,70,BankMarketing,XGBClassifier,closest,0.1011911179241664
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,BankMarketing,XGBClassifier,closest,0.1062753938133558
Encoded,encoded,MLP,KMeans,4,70,BankMarketing,XGBClassifier,closest,0.2127326424684998
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,BankMarketing,XGBClassifier,closest,0.12163192755243524
Original,original,,KMeans,0,70,BankMarketing,XGBClassifier,closest,0.09369446809586461
Decoded,decoded,GNN,KMeans,3,70,BankMarketing,XGBClassifier,closest,0.11901754830386246
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,BankMarketing,XGBClassifier,closest,0.10973163707280528
Encoded,encoded,GNN,KMeans,4,70,BankMarketing,XGBClassifier,closest,0.13200934330877429
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,BankMarketing,XGBClassifier,closest,0.08579718691961798
Original,original,,KMeans,1,70,BankMarketing,XGBClassifier,closest,0.09369446809586461
Decoded,decoded,MLP,Agglo,2,70,Credit,GaussianNB,centroid,0.0497771173848439
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,70,Credit,GaussianNB,centroid,-0.0341753343239228
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Credit,GaussianNB,centroid,-0.0386329866270431
Original,original,,Agglo,3,70,Credit,GaussianNB,centroid,0.050520059435364
Decoded,decoded,GNN,Agglo,3,70,Credit,GaussianNB,centroid,0.0534918276374441
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,GaussianNB,centroid,0.063893016344725
Encoded,encoded,GNN,Agglo,0,70,Credit,GaussianNB,centroid,-0.0096582466567608
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Credit,GaussianNB,centroid,0.0141158989598811
Original,original,,Agglo,2,70,Credit,GaussianNB,centroid,0.050520059435364
Decoded,decoded,MLP,Agglo,4,70,Credit,GaussianNB,closest,0.0549777117384843
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,70,Credit,GaussianNB,closest,-0.0408618127786034
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Credit,GaussianNB,closest,-0.0430906389301636
Original,original,,Agglo,3,70,Credit,GaussianNB,closest,0.0549777117384843
Decoded,decoded,GNN,Agglo,2,70,Credit,GaussianNB,closest,0.0534918276374441
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,GaussianNB,closest,0.0609212481426447
Encoded,encoded,GNN,Agglo,0,70,Credit,GaussianNB,closest,-0.024517087667162
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Credit,GaussianNB,closest,0.0111441307578007
Original,original,,Agglo,3,70,Credit,GaussianNB,closest,0.0549777117384843
Decoded,decoded,MLP,KIP,3,70,Credit,GaussianNB,centroid,0.05928677563150053
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Credit,GaussianNB,centroid,0.0597325408618126
Encoded,encoded,MLP,KIP,1,70,Credit,GaussianNB,centroid,-0.007726597325408821
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Credit,GaussianNB,centroid,-0.029123328380386438
Original,original,,KIP,2,70,Credit,GaussianNB,centroid,0.043833580980683365
Decoded,decoded,GNN,KIP,2,70,Credit,GaussianNB,centroid,0.0386329866270429
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Credit,GaussianNB,centroid,0.06225854383358078
Encoded,encoded,GNN,KIP,1,70,Credit,GaussianNB,centroid,-0.0026745913818723606
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Credit,GaussianNB,centroid,-0.05037147102526007
Original,original,,KIP,3,70,Credit,GaussianNB,centroid,0.043833580980683365
Decoded,decoded,MLP,KMeans,3,70,Credit,GaussianNB,centroid,0.05453194650817217
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Credit,GaussianNB,centroid,0.05616641901931628
Encoded,encoded,MLP,KMeans,1,70,Credit,GaussianNB,centroid,-0.01634472511144138
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,GaussianNB,centroid,-0.048291233283803955
Original,original,,KMeans,2,70,Credit,GaussianNB,centroid,0.048588410104011714
Decoded,decoded,GNN,KMeans,3,70,Credit,GaussianNB,centroid,0.05364041604754808
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Credit,GaussianNB,centroid,0.05646359583952436
Encoded,encoded,GNN,KMeans,0,70,Credit,GaussianNB,centroid,-0.016790490341753457
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Credit,GaussianNB,centroid,0.008469539375928582
Original,original,,KMeans,2,70,Credit,GaussianNB,centroid,0.048588410104011714
Decoded,decoded,MLP,KMeans,2,70,Credit,GaussianNB,closest,0.054680534918276194
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Credit,GaussianNB,closest,0.05616641901931628
Encoded,encoded,MLP,KMeans,1,70,Credit,GaussianNB,closest,-0.0062407132243685794
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,GaussianNB,closest,-0.05141158989598817
Original,original,,KMeans,4,70,Credit,GaussianNB,closest,0.057503714710252396
Decoded,decoded,GNN,KMeans,3,70,Credit,GaussianNB,closest,0.05230312035661198
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Credit,GaussianNB,closest,0.047696879643387646
Encoded,encoded,GNN,KMeans,0,70,Credit,GaussianNB,closest,-0.015601783060921342
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Credit,GaussianNB,closest,0.00891530460624054
Original,original,,KMeans,4,70,Credit,GaussianNB,closest,0.057503714710252396
Decoded,decoded,MLP,Agglo,2,70,Credit,KNeighborsClassifier,centroid,0.1958955223880597
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Credit,KNeighborsClassifier,centroid,0.1996268656716417
Encoded,encoded,MLP,Agglo,4,70,Credit,KNeighborsClassifier,centroid,0.2014925373134328
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Credit,KNeighborsClassifier,centroid,0.1902985074626866
Original,original,,Agglo,0,70,Credit,KNeighborsClassifier,centroid,0.1666666666666667
Decoded,decoded,GNN,Agglo,3,70,Credit,KNeighborsClassifier,centroid,0.2101990049751244
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,KNeighborsClassifier,centroid,0.2139303482587065
Encoded,encoded,GNN,Agglo,1,70,Credit,KNeighborsClassifier,centroid,0.1641791044776121
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Credit,KNeighborsClassifier,centroid,0.1212686567164178
Original,original,,Agglo,2,70,Credit,KNeighborsClassifier,centroid,0.1666666666666667
Decoded,decoded,MLP,Agglo,0,70,Credit,KNeighborsClassifier,closest,0.1679104477611939
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Credit,KNeighborsClassifier,closest,0.1703980099502487
Encoded,encoded,MLP,Agglo,3,70,Credit,KNeighborsClassifier,closest,0.1927860696517414
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,Credit,KNeighborsClassifier,closest,0.1784825870646766
Original,original,,Agglo,4,70,Credit,KNeighborsClassifier,closest,0.2468905472636816
Decoded,decoded,GNN,Agglo,2,70,Credit,KNeighborsClassifier,closest,0.1778606965174129
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,KNeighborsClassifier,closest,0.2643034825870647
Encoded,encoded,GNN,Agglo,0,70,Credit,KNeighborsClassifier,closest,0.1442786069651742
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Credit,KNeighborsClassifier,closest,0.1548507462686566
Original,original,,Agglo,3,70,Credit,KNeighborsClassifier,closest,0.2468905472636816
Decoded,decoded,MLP,KIP,1,70,Credit,KNeighborsClassifier,centroid,0.1842039800995025
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Credit,KNeighborsClassifier,centroid,0.19129353233830845
Encoded,encoded,MLP,KIP,0,70,Credit,KNeighborsClassifier,centroid,0.17798507462686564
Encoded-FT,encoded,MLP-MultiHead,KIP,3,70,Credit,KNeighborsClassifier,centroid,0.19987562189054722
Original,original,,KIP,4,70,Credit,KNeighborsClassifier,centroid,0.2243781094527363
Decoded,decoded,GNN,KIP,1,70,Credit,KNeighborsClassifier,centroid,0.16890547263681585
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Credit,KNeighborsClassifier,centroid,0.18756218905472632
Encoded,encoded,GNN,KIP,0,70,Credit,KNeighborsClassifier,centroid,0.16753731343283582
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,Credit,KNeighborsClassifier,centroid,0.17736318407960194
Original,original,,KIP,4,70,Credit,KNeighborsClassifier,centroid,0.2243781094527363
Decoded,decoded,MLP,KMeans,4,70,Credit,KNeighborsClassifier,centroid,0.20298507462686569
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Credit,KNeighborsClassifier,centroid,0.20211442786069647
Encoded,encoded,MLP,KMeans,1,70,Credit,KNeighborsClassifier,centroid,0.16380597014925372
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,KNeighborsClassifier,centroid,0.15385572139303486
Original,original,,KMeans,3,70,Credit,KNeighborsClassifier,centroid,0.20248756218905473
Decoded,decoded,GNN,KMeans,4,70,Credit,KNeighborsClassifier,centroid,0.20572139303482578
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Credit,KNeighborsClassifier,centroid,0.1904228855721392
Encoded,encoded,GNN,KMeans,1,70,Credit,KNeighborsClassifier,centroid,0.16654228855721395
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Credit,KNeighborsClassifier,centroid,0.1466417910447761
Original,original,,KMeans,3,70,Credit,KNeighborsClassifier,centroid,0.20248756218905473
Decoded,decoded,MLP,KMeans,2,70,Credit,KNeighborsClassifier,closest,0.18606965174129347
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Credit,KNeighborsClassifier,closest,0.18718905472636813
Encoded,encoded,MLP,KMeans,1,70,Credit,KNeighborsClassifier,closest,0.18208955223880594
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,KNeighborsClassifier,closest,0.169776119402985
Original,original,,KMeans,4,70,Credit,KNeighborsClassifier,closest,0.22848258706467664
Decoded,decoded,GNN,KMeans,3,70,Credit,KNeighborsClassifier,closest,0.20858208955223873
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Credit,KNeighborsClassifier,closest,0.20136815920398007
Encoded,encoded,GNN,KMeans,1,70,Credit,KNeighborsClassifier,closest,0.16355721393034822
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Credit,KNeighborsClassifier,closest,0.13569651741293529
Original,original,,KMeans,4,70,Credit,KNeighborsClassifier,closest,0.22848258706467664
Decoded,decoded,MLP,Agglo,2,70,Credit,LogisticRegression,centroid,0.230726872246696
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Credit,LogisticRegression,centroid,0.2186123348017621
Encoded,encoded,MLP,Agglo,3,70,Credit,LogisticRegression,centroid,0.2367841409691631
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,70,Credit,LogisticRegression,centroid,0.2395374449339207
Original,original,,Agglo,0,70,Credit,LogisticRegression,centroid,0.2164096916299559
Decoded,decoded,GNN,Agglo,3,70,Credit,LogisticRegression,centroid,0.2511013215859031
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,LogisticRegression,centroid,0.2852422907488986
Encoded,encoded,GNN,Agglo,2,70,Credit,LogisticRegression,centroid,0.229625550660793
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Credit,LogisticRegression,centroid,0.2087004405286343
Original,original,,Agglo,1,70,Credit,LogisticRegression,centroid,0.2164096916299559
Decoded,decoded,MLP,Agglo,4,70,Credit,LogisticRegression,closest,0.2373348017621145
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Credit,LogisticRegression,closest,0.229625550660793
Encoded,encoded,MLP,Agglo,3,70,Credit,LogisticRegression,closest,0.2367841409691631
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Credit,LogisticRegression,closest,0.2224669603524229
Original,original,,Agglo,0,70,Credit,LogisticRegression,closest,0.2208149779735682
Decoded,decoded,GNN,Agglo,2,70,Credit,LogisticRegression,closest,0.2252202643171807
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,LogisticRegression,closest,0.2846916299559471
Encoded,encoded,GNN,Agglo,0,70,Credit,LogisticRegression,closest,0.2180616740088106
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Credit,LogisticRegression,closest,0.2285242290748899
Original,original,,Agglo,1,70,Credit,LogisticRegression,closest,0.2208149779735682
Decoded,decoded,MLP,KIP,1,70,Credit,LogisticRegression,centroid,0.2432819383259912
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Credit,LogisticRegression,centroid,0.24405286343612337
Encoded,encoded,MLP,KIP,4,70,Credit,LogisticRegression,centroid,0.2596916299559472
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Credit,LogisticRegression,centroid,0.23458149779735682
Original,original,,KIP,3,70,Credit,LogisticRegression,centroid,0.25870044052863445
Decoded,decoded,GNN,KIP,1,70,Credit,LogisticRegression,centroid,0.2406387665198238
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Credit,LogisticRegression,centroid,0.25958149779735684
Encoded,encoded,GNN,KIP,0,70,Credit,LogisticRegression,centroid,0.2341409691629956
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,Credit,LogisticRegression,centroid,0.2463656387665199
Original,original,,KIP,3,70,Credit,LogisticRegression,centroid,0.25870044052863445
Decoded,decoded,MLP,KMeans,2,70,Credit,LogisticRegression,centroid,0.21662995594713658
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Credit,LogisticRegression,centroid,0.21519823788546258
Encoded,encoded,MLP,KMeans,4,70,Credit,LogisticRegression,centroid,0.2393171806167401
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,LogisticRegression,centroid,0.2087004405286344
Original,original,,KMeans,3,70,Credit,LogisticRegression,centroid,0.2187224669603524
Decoded,decoded,GNN,KMeans,2,70,Credit,LogisticRegression,centroid,0.225
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Credit,LogisticRegression,centroid,0.23535242290748895
Encoded,encoded,GNN,KMeans,3,70,Credit,LogisticRegression,centroid,0.23403083700440525
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Credit,LogisticRegression,centroid,0.20980176211453747
Original,original,,KMeans,1,70,Credit,LogisticRegression,centroid,0.2187224669603524
Decoded,decoded,MLP,KMeans,1,70,Credit,LogisticRegression,closest,0.22235682819383262
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Credit,LogisticRegression,closest,0.2227973568281938
Encoded,encoded,MLP,KMeans,4,70,Credit,LogisticRegression,closest,0.23997797356828193
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,LogisticRegression,closest,0.21024229074889872
Original,original,,KMeans,3,70,Credit,LogisticRegression,closest,0.2256607929515419
Decoded,decoded,GNN,KMeans,1,70,Credit,LogisticRegression,closest,0.2218061674008811
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Credit,LogisticRegression,closest,0.23601321585903082
Encoded,encoded,GNN,KMeans,3,70,Credit,LogisticRegression,closest,0.2340308370044053
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Credit,LogisticRegression,closest,0.2194933920704846
Original,original,,KMeans,2,70,Credit,LogisticRegression,closest,0.2256607929515419
Decoded,decoded,MLP,Agglo,4,70,Credit,MLPClassifier,centroid,0.2847999999999999
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Credit,MLPClassifier,centroid,0.2837333333333333
Encoded,encoded,MLP,Agglo,1,70,Credit,MLPClassifier,centroid,0.2511999999999998
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Credit,MLPClassifier,centroid,0.2415999999999999
Original,original,,Agglo,2,70,Credit,MLPClassifier,centroid,0.2687999999999999
Decoded,decoded,GNN,Agglo,2,70,Credit,MLPClassifier,centroid,0.2895999999999999
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,MLPClassifier,centroid,0.2970666666666666
Encoded,encoded,GNN,Agglo,0,70,Credit,MLPClassifier,centroid,0.2426666666666666
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Credit,MLPClassifier,centroid,0.2901333333333333
Original,original,,Agglo,1,70,Credit,MLPClassifier,centroid,0.2687999999999999
Decoded,decoded,MLP,Agglo,4,70,Credit,MLPClassifier,closest,0.2837333333333333
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Credit,MLPClassifier,closest,0.2837333333333333
Encoded,encoded,MLP,Agglo,2,70,Credit,MLPClassifier,closest,0.2746666666666665
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Credit,MLPClassifier,closest,0.2677333333333332
Original,original,,Agglo,1,70,Credit,MLPClassifier,closest,0.2725333333333332
Decoded,decoded,GNN,Agglo,2,70,Credit,MLPClassifier,closest,0.2757333333333333
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Credit,MLPClassifier,closest,0.2965333333333331
Encoded,encoded,GNN,Agglo,0,70,Credit,MLPClassifier,closest,0.2666666666666665
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,Credit,MLPClassifier,closest,0.3157333333333331
Original,original,,Agglo,1,70,Credit,MLPClassifier,closest,0.2725333333333332
Decoded,decoded,MLP,KIP,1,70,Credit,MLPClassifier,centroid,0.27359999999999995
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Credit,MLPClassifier,centroid,0.2761599999999999
Encoded,encoded,MLP,KIP,2,70,Credit,MLPClassifier,centroid,0.2751999999999999
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Credit,MLPClassifier,centroid,0.26495999999999986
Original,original,,KIP,4,70,Credit,MLPClassifier,centroid,0.2767999999999999
Decoded,decoded,GNN,KIP,1,70,Credit,MLPClassifier,centroid,0.2713599999999999
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Credit,MLPClassifier,centroid,0.29589333333333323
Encoded,encoded,GNN,KIP,0,70,Credit,MLPClassifier,centroid,0.2601599999999999
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,Credit,MLPClassifier,centroid,0.27647999999999995
Original,original,,KIP,3,70,Credit,MLPClassifier,centroid,0.2767999999999999
Decoded,decoded,MLP,KMeans,3,70,Credit,MLPClassifier,centroid,0.2729599999999999
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Credit,MLPClassifier,centroid,0.2683733333333332
Encoded,encoded,MLP,KMeans,1,70,Credit,MLPClassifier,centroid,0.25759999999999994
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,MLPClassifier,centroid,0.24319999999999992
Original,original,,KMeans,4,70,Credit,MLPClassifier,centroid,0.2792533333333332
Decoded,decoded,GNN,KMeans,2,70,Credit,MLPClassifier,centroid,0.27498666666666655
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Credit,MLPClassifier,centroid,0.2787199999999999
Encoded,encoded,GNN,KMeans,0,70,Credit,MLPClassifier,centroid,0.24554666666666658
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Credit,MLPClassifier,centroid,0.2590933333333333
Original,original,,KMeans,4,70,Credit,MLPClassifier,centroid,0.2792533333333332
Decoded,decoded,MLP,KMeans,1,70,Credit,MLPClassifier,closest,0.27914666666666654
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Credit,MLPClassifier,closest,0.2882133333333333
Encoded,encoded,MLP,KMeans,4,70,Credit,MLPClassifier,closest,0.2907733333333332
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,MLPClassifier,closest,0.2758399999999999
Original,original,,KMeans,2,70,Credit,MLPClassifier,closest,0.28127999999999986
Decoded,decoded,GNN,KMeans,2,70,Credit,MLPClassifier,closest,0.27807999999999994
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Credit,MLPClassifier,closest,0.2777599999999999
Encoded,encoded,GNN,KMeans,0,70,Credit,MLPClassifier,closest,0.2659199999999999
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,Credit,MLPClassifier,closest,0.2812799999999999
Original,original,,KMeans,3,70,Credit,MLPClassifier,closest,0.28127999999999986
Decoded,decoded,MLP,Agglo,3,70,Credit,XGBClassifier,centroid,0.3002638522427441
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Credit,XGBClassifier,centroid,0.2992084432717678
Encoded,encoded,MLP,Agglo,4,70,Credit,XGBClassifier,centroid,0.3044854881266489
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Credit,XGBClassifier,centroid,0.2865435356200527
Original,original,,Agglo,0,70,Credit,XGBClassifier,centroid,0.2807387862796833
Decoded,decoded,GNN,Agglo,0,70,Credit,XGBClassifier,centroid,0.2675461741424802
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,XGBClassifier,centroid,0.3535620052770448
Encoded,encoded,GNN,Agglo,1,70,Credit,XGBClassifier,centroid,0.2728232189973613
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Credit,XGBClassifier,centroid,0.2981530343007915
Original,original,,Agglo,2,70,Credit,XGBClassifier,centroid,0.2807387862796833
Decoded,decoded,MLP,Agglo,2,70,Credit,XGBClassifier,closest,0.2849604221635883
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Credit,XGBClassifier,closest,0.271240105540897
Encoded,encoded,MLP,Agglo,4,70,Credit,XGBClassifier,closest,0.3313984168865434
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Credit,XGBClassifier,closest,0.2612137203166226
Original,original,,Agglo,3,70,Credit,XGBClassifier,closest,0.3065963060686015
Decoded,decoded,GNN,Agglo,0,70,Credit,XGBClassifier,closest,0.2781002638522427
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Credit,XGBClassifier,closest,0.3535620052770448
Encoded,encoded,GNN,Agglo,1,70,Credit,XGBClassifier,closest,0.2928759894459102
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,Credit,XGBClassifier,closest,0.296042216358839
Original,original,,Agglo,3,70,Credit,XGBClassifier,closest,0.3065963060686015
Decoded,decoded,MLP,KIP,1,70,Credit,XGBClassifier,centroid,0.28844327176780993
Decoded-FT,decoded,MLP-MultiHead,KIP,0,70,Credit,XGBClassifier,centroid,0.2882321899736147
Encoded,encoded,MLP,KIP,3,70,Credit,XGBClassifier,centroid,0.30712401055408967
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,Credit,XGBClassifier,centroid,0.29002638522427426
Original,original,,KIP,4,70,Credit,XGBClassifier,centroid,0.3332981530343007
Decoded,decoded,GNN,KIP,0,70,Credit,XGBClassifier,centroid,0.2781002638522426
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Credit,XGBClassifier,centroid,0.297730870712401
Encoded,encoded,GNN,KIP,1,70,Credit,XGBClassifier,centroid,0.2921372031662268
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,Credit,XGBClassifier,centroid,0.31261213720316616
Original,original,,KIP,4,70,Credit,XGBClassifier,centroid,0.3332981530343007
Decoded,decoded,MLP,KMeans,3,70,Credit,XGBClassifier,centroid,0.2992084432717677
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Credit,XGBClassifier,centroid,0.286754617414248
Encoded,encoded,MLP,KMeans,2,70,Credit,XGBClassifier,centroid,0.2906596306068601
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Credit,XGBClassifier,centroid,0.2683905013192612
Original,original,,KMeans,4,70,Credit,XGBClassifier,centroid,0.32738786279683363
Decoded,decoded,GNN,KMeans,0,70,Credit,XGBClassifier,centroid,0.27883905013192606
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Credit,XGBClassifier,centroid,0.29699208443271763
Encoded,encoded,GNN,KMeans,1,70,Credit,XGBClassifier,centroid,0.27926121372031654
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,Credit,XGBClassifier,centroid,0.28158311345646425
Original,original,,KMeans,4,70,Credit,XGBClassifier,centroid,0.32738786279683363
Decoded,decoded,MLP,KMeans,2,70,Credit,XGBClassifier,closest,0.30205804749340365
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,Credit,XGBClassifier,closest,0.28084432717678093
Encoded,encoded,MLP,KMeans,4,70,Credit,XGBClassifier,closest,0.3187335092348284
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Credit,XGBClassifier,closest,0.310712401055409
Original,original,,KMeans,1,70,Credit,XGBClassifier,closest,0.289815303430079
Decoded,decoded,GNN,KMeans,1,70,Credit,XGBClassifier,closest,0.2817941952506596
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Credit,XGBClassifier,closest,0.3016358839050131
Encoded,encoded,GNN,KMeans,2,70,Credit,XGBClassifier,closest,0.2882321899736147
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Credit,XGBClassifier,closest,0.27366754617414235
Original,original,,KMeans,3,70,Credit,XGBClassifier,closest,0.289815303430079
Decoded,decoded,MLP,Agglo,4,70,CreditDefault,GaussianNB,centroid,0.0971866468053861
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,CreditDefault,GaussianNB,centroid,0.0854184161332112
Encoded,encoded,MLP,Agglo,1,70,CreditDefault,GaussianNB,centroid,-0.0845634808441325
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,GaussianNB,centroid,-0.1576920967013676
Original,original,,Agglo,2,70,CreditDefault,GaussianNB,centroid,-0.0745152483152374
Decoded,decoded,GNN,Agglo,4,70,CreditDefault,GaussianNB,centroid,0.1559906657608121
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,CreditDefault,GaussianNB,centroid,0.1207214202222156
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,GaussianNB,centroid,-0.1316153044388275
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,GaussianNB,centroid,-0.1660017638842588
Original,original,,Agglo,2,70,CreditDefault,GaussianNB,centroid,-0.0745152483152374
Decoded,decoded,MLP,Agglo,4,70,CreditDefault,GaussianNB,closest,0.1458901074787848
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,CreditDefault,GaussianNB,closest,-0.0693206513712301
Encoded,encoded,MLP,Agglo,1,70,CreditDefault,GaussianNB,closest,-0.0887200023630985
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,GaussianNB,closest,-0.1551399502905346
Original,original,,Agglo,3,70,CreditDefault,GaussianNB,closest,0.1030116846782599
Decoded,decoded,GNN,Agglo,4,70,CreditDefault,GaussianNB,closest,0.1307333623094224
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,CreditDefault,GaussianNB,closest,0.1215687598374525
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,GaussianNB,closest,-0.127388733927765
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,GaussianNB,closest,-0.162628440734755
Original,original,,Agglo,2,70,CreditDefault,GaussianNB,closest,0.1030116846782599
Decoded,decoded,MLP,KIP,2,70,CreditDefault,GaussianNB,centroid,0.03906708245947915
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,CreditDefault,GaussianNB,centroid,0.0704530819446613
Encoded,encoded,MLP,KIP,1,70,CreditDefault,GaussianNB,centroid,-0.07550741211172393
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,CreditDefault,GaussianNB,centroid,-0.15613194529426905
Original,original,,KIP,4,70,CreditDefault,GaussianNB,centroid,0.09085219240685802
Decoded,decoded,GNN,KIP,3,70,CreditDefault,GaussianNB,centroid,0.1045904032880828
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,CreditDefault,GaussianNB,centroid,0.12412782675111925
Encoded,encoded,GNN,KIP,1,70,CreditDefault,GaussianNB,centroid,-0.08695156069998349
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,CreditDefault,GaussianNB,centroid,-0.17107094781350096
Original,original,,KIP,2,70,CreditDefault,GaussianNB,centroid,0.09085219240685802
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,GaussianNB,centroid,0.0947879330061566
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,GaussianNB,centroid,0.09397975330939282
Encoded,encoded,MLP,KMeans,1,70,CreditDefault,GaussianNB,centroid,-0.08255687260789021
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,GaussianNB,centroid,-0.1514398443730826
Original,original,,KMeans,2,70,CreditDefault,GaussianNB,centroid,-0.03119914590867474
Decoded,decoded,GNN,KMeans,3,70,CreditDefault,GaussianNB,centroid,0.04839828337771164
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,CreditDefault,GaussianNB,centroid,0.10811412077965368
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,GaussianNB,centroid,-0.1351375027956299
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,GaussianNB,centroid,-0.17154660578874747
Original,original,,KMeans,2,70,CreditDefault,GaussianNB,centroid,-0.03119914590867474
Decoded,decoded,MLP,KMeans,3,70,CreditDefault,GaussianNB,closest,0.08407972081678806
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,CreditDefault,GaussianNB,closest,0.08945425083446909
Encoded,encoded,MLP,KMeans,1,70,CreditDefault,GaussianNB,closest,-0.07478531671850011
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,GaussianNB,closest,-0.14553682424876677
Original,original,,KMeans,2,70,CreditDefault,GaussianNB,closest,0.08238605434282642
Decoded,decoded,GNN,KMeans,4,70,CreditDefault,GaussianNB,closest,0.12003814716196082
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,CreditDefault,GaussianNB,closest,0.09611261852416048
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,GaussianNB,closest,-0.13309511049595535
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,GaussianNB,closest,-0.1664964954404858
Original,original,,KMeans,2,70,CreditDefault,GaussianNB,closest,0.08238605434282642
Decoded,decoded,MLP,Agglo,4,70,CreditDefault,KNeighborsClassifier,centroid,0.0515763371219852
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,CreditDefault,KNeighborsClassifier,centroid,0.0311451862999259
Encoded,encoded,MLP,Agglo,0,70,CreditDefault,KNeighborsClassifier,centroid,-0.0105502938210754
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,CreditDefault,KNeighborsClassifier,centroid,-0.0060416863410519
Original,original,,Agglo,2,70,CreditDefault,KNeighborsClassifier,centroid,0.0114771477574245
Decoded,decoded,GNN,Agglo,4,70,CreditDefault,KNeighborsClassifier,centroid,0.0296242928645194
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,CreditDefault,KNeighborsClassifier,centroid,0.0190321116428694
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,KNeighborsClassifier,centroid,-0.0173847944166379
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,KNeighborsClassifier,centroid,-0.0423999500397549
Original,original,,Agglo,2,70,CreditDefault,KNeighborsClassifier,centroid,0.0114771477574245
Decoded,decoded,MLP,Agglo,1,70,CreditDefault,KNeighborsClassifier,closest,0.0258346254961752
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,CreditDefault,KNeighborsClassifier,closest,0.0303554184018204
Encoded,encoded,MLP,Agglo,3,70,CreditDefault,KNeighborsClassifier,closest,0.0341907811162457
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,KNeighborsClassifier,closest,-0.0105388699845551
Original,original,,Agglo,4,70,CreditDefault,KNeighborsClassifier,closest,0.0630161670134435
Decoded,decoded,GNN,Agglo,1,70,CreditDefault,KNeighborsClassifier,closest,0.0061528783498494
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,CreditDefault,KNeighborsClassifier,closest,0.0326592254334203
Encoded,encoded,GNN,Agglo,2,70,CreditDefault,KNeighborsClassifier,closest,0.0084406920103209
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,KNeighborsClassifier,closest,-0.0590658043447136
Original,original,,Agglo,4,70,CreditDefault,KNeighborsClassifier,closest,0.0630161670134435
Decoded,decoded,MLP,KIP,2,70,CreditDefault,KNeighborsClassifier,centroid,0.13012115359424353
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,CreditDefault,KNeighborsClassifier,centroid,0.1164820066958913
Encoded,encoded,MLP,KIP,3,70,CreditDefault,KNeighborsClassifier,centroid,0.13164098080490821
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,CreditDefault,KNeighborsClassifier,centroid,0.02037601177112104
Original,original,,KIP,4,70,CreditDefault,KNeighborsClassifier,centroid,0.1838378607266778
Decoded,decoded,GNN,KIP,2,70,CreditDefault,KNeighborsClassifier,centroid,0.10435903138051723
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,CreditDefault,KNeighborsClassifier,centroid,0.10509457413460618
Encoded,encoded,GNN,KIP,1,70,CreditDefault,KNeighborsClassifier,centroid,0.077671426090824
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,CreditDefault,KNeighborsClassifier,centroid,0.017759496254504716
Original,original,,KIP,4,70,CreditDefault,KNeighborsClassifier,centroid,0.1838378607266778
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,KNeighborsClassifier,centroid,0.035247562153286435
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,KNeighborsClassifier,centroid,0.01795537697137324
Encoded,encoded,MLP,KMeans,2,70,CreditDefault,KNeighborsClassifier,centroid,-0.0034378132035179595
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,KNeighborsClassifier,centroid,-0.03404501296224656
Original,original,,KMeans,1,70,CreditDefault,KNeighborsClassifier,centroid,-0.0154159342718143
Decoded,decoded,GNN,KMeans,4,70,CreditDefault,KNeighborsClassifier,centroid,0.0332628609551545
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,CreditDefault,KNeighborsClassifier,centroid,0.02433155324574034
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,KNeighborsClassifier,centroid,-0.01647454312269812
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,KNeighborsClassifier,centroid,-0.03741611096048576
Original,original,,KMeans,2,70,CreditDefault,KNeighborsClassifier,centroid,-0.0154159342718143
Decoded,decoded,MLP,KMeans,2,70,CreditDefault,KNeighborsClassifier,closest,0.0352504561918716
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,CreditDefault,KNeighborsClassifier,closest,0.0188593832346821
Encoded,encoded,MLP,KMeans,3,70,CreditDefault,KNeighborsClassifier,closest,0.03828706425679558
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,KNeighborsClassifier,closest,-0.027046161438611337
Original,original,,KMeans,4,70,CreditDefault,KNeighborsClassifier,closest,0.04145877822829992
Decoded,decoded,GNN,KMeans,2,70,CreditDefault,KNeighborsClassifier,closest,0.03491962188624288
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,CreditDefault,KNeighborsClassifier,closest,0.038279143730141504
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,KNeighborsClassifier,closest,0.0052269383204217815
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,KNeighborsClassifier,closest,-0.030266769430422762
Original,original,,KMeans,4,70,CreditDefault,KNeighborsClassifier,closest,0.04145877822829992
Decoded,decoded,MLP,Agglo,3,70,CreditDefault,LogisticRegression,centroid,0.057109975504688
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,CreditDefault,LogisticRegression,centroid,0.0615686049738757
Encoded,encoded,MLP,Agglo,1,70,CreditDefault,LogisticRegression,centroid,-0.0081804387436196
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,LogisticRegression,centroid,-0.033759487408444
Original,original,,Agglo,2,70,CreditDefault,LogisticRegression,centroid,0.0023198146561607
Decoded,decoded,GNN,Agglo,4,70,CreditDefault,LogisticRegression,centroid,0.0578339748772217
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,CreditDefault,LogisticRegression,centroid,0.0173556224584607
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,LogisticRegression,centroid,-0.0096857541056795
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,LogisticRegression,centroid,-0.0434497665102022
Original,original,,Agglo,2,70,CreditDefault,LogisticRegression,centroid,0.0023198146561607
Decoded,decoded,MLP,Agglo,4,70,CreditDefault,LogisticRegression,closest,0.0645769731999568
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,CreditDefault,LogisticRegression,closest,0.0270051765955138
Encoded,encoded,MLP,Agglo,2,70,CreditDefault,LogisticRegression,closest,0.0270557057183884
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,LogisticRegression,closest,-0.0330347338698971
Original,original,,Agglo,3,70,CreditDefault,LogisticRegression,closest,0.0480720500042234
Decoded,decoded,GNN,Agglo,4,70,CreditDefault,LogisticRegression,closest,0.0600896854222726
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,CreditDefault,LogisticRegression,closest,0.0120349812363498
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,LogisticRegression,closest,7.767909934503404e-05
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,LogisticRegression,closest,-0.0412023517912949
Original,original,,Agglo,3,70,CreditDefault,LogisticRegression,closest,0.0480720500042234
Decoded,decoded,MLP,KIP,4,70,CreditDefault,LogisticRegression,centroid,0.09547274142362418
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,CreditDefault,LogisticRegression,centroid,0.07131423986099225
Encoded,encoded,MLP,KIP,1,70,CreditDefault,LogisticRegression,centroid,0.01906757930809806
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,CreditDefault,LogisticRegression,centroid,-0.02716445645747098
Original,original,,KIP,2,70,CreditDefault,LogisticRegression,centroid,0.062324279318957974
Decoded,decoded,GNN,KIP,2,70,CreditDefault,LogisticRegression,centroid,0.056763059138682126
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,CreditDefault,LogisticRegression,centroid,0.059450605142808935
Encoded,encoded,GNN,KIP,1,70,CreditDefault,LogisticRegression,centroid,0.025527916209139283
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,CreditDefault,LogisticRegression,centroid,-0.027150730636033314
Original,original,,KIP,4,70,CreditDefault,LogisticRegression,centroid,0.062324279318957974
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,LogisticRegression,centroid,0.0549912215076081
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,LogisticRegression,centroid,0.030818089124322857
Encoded,encoded,MLP,KMeans,2,70,CreditDefault,LogisticRegression,centroid,-0.00984624063325798
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,LogisticRegression,centroid,-0.04575344201368342
Original,original,,KMeans,1,70,CreditDefault,LogisticRegression,centroid,-0.02020033665970804
Decoded,decoded,GNN,KMeans,4,70,CreditDefault,LogisticRegression,centroid,0.0584448493477973
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,CreditDefault,LogisticRegression,centroid,0.04990663424758368
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,LogisticRegression,centroid,-0.02063941211250938
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,LogisticRegression,centroid,-0.04691877933705776
Original,original,,KMeans,2,70,CreditDefault,LogisticRegression,centroid,-0.02020033665970804
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,LogisticRegression,closest,0.05153397367055622
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,LogisticRegression,closest,0.038168794420378224
Encoded,encoded,MLP,KMeans,1,70,CreditDefault,LogisticRegression,closest,0.02409288911949618
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,LogisticRegression,closest,-0.0289375007541659
Original,original,,KMeans,2,70,CreditDefault,LogisticRegression,closest,0.02916525889010904
Decoded,decoded,GNN,KMeans,3,70,CreditDefault,LogisticRegression,closest,0.03938481169982994
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,CreditDefault,LogisticRegression,closest,0.0480883399901054
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,LogisticRegression,closest,0.0038234708529920986
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,LogisticRegression,closest,-0.03580282480421832
Original,original,,KMeans,2,70,CreditDefault,LogisticRegression,closest,0.02916525889010904
Decoded,decoded,MLP,Agglo,2,70,CreditDefault,MLPClassifier,centroid,0.1044952588481153
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,CreditDefault,MLPClassifier,centroid,0.113688402687688
Encoded,encoded,MLP,Agglo,1,70,CreditDefault,MLPClassifier,centroid,0.034850554294596
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,MLPClassifier,centroid,0.0284069287003011
Original,original,,Agglo,3,70,CreditDefault,MLPClassifier,centroid,0.1051678234253813
Decoded,decoded,GNN,Agglo,4,70,CreditDefault,MLPClassifier,centroid,0.1328950477970654
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,CreditDefault,MLPClassifier,centroid,0.0882223375688717
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,MLPClassifier,centroid,0.0462270340973103
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,MLPClassifier,centroid,-0.0020883772701732
Original,original,,Agglo,3,70,CreditDefault,MLPClassifier,centroid,0.1051678234253813
Decoded,decoded,MLP,Agglo,3,70,CreditDefault,MLPClassifier,closest,0.1066079112728819
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,CreditDefault,MLPClassifier,closest,0.0966094034809144
Encoded,encoded,MLP,Agglo,1,70,CreditDefault,MLPClassifier,closest,0.0767251959683252
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,MLPClassifier,closest,0.0333811934665563
Original,original,,Agglo,4,70,CreditDefault,MLPClassifier,closest,0.1222375409553986
Decoded,decoded,GNN,Agglo,3,70,CreditDefault,MLPClassifier,closest,0.1115757502629212
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,CreditDefault,MLPClassifier,closest,0.0874141177159364
Encoded,encoded,GNN,Agglo,1,70,CreditDefault,MLPClassifier,closest,0.04979548182255
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,MLPClassifier,closest,3.926863243068325e-05
Original,original,,Agglo,4,70,CreditDefault,MLPClassifier,closest,0.1222375409553986
Decoded,decoded,MLP,KIP,4,70,CreditDefault,MLPClassifier,centroid,0.14764948675897405
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,CreditDefault,MLPClassifier,centroid,0.1338713373968038
Encoded,encoded,MLP,KIP,2,70,CreditDefault,MLPClassifier,centroid,0.09748645053687353
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,CreditDefault,MLPClassifier,centroid,0.04063775114967839
Original,original,,KIP,1,70,CreditDefault,MLPClassifier,centroid,0.08101404460488254
Decoded,decoded,GNN,KIP,3,70,CreditDefault,MLPClassifier,centroid,0.12476572690879457
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,CreditDefault,MLPClassifier,centroid,0.12960119490878605
Encoded,encoded,GNN,KIP,1,70,CreditDefault,MLPClassifier,centroid,0.07204851603838036
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,CreditDefault,MLPClassifier,centroid,0.040079850979109745
Original,original,,KIP,2,70,CreditDefault,MLPClassifier,centroid,0.08101404460488254
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,MLPClassifier,centroid,0.11457715893586289
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,MLPClassifier,centroid,0.09709147949213517
Encoded,encoded,MLP,KMeans,1,70,CreditDefault,MLPClassifier,centroid,0.03300064471954694
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,MLPClassifier,centroid,0.01178373121977648
Original,original,,KMeans,2,70,CreditDefault,MLPClassifier,centroid,0.07107365438891224
Decoded,decoded,GNN,KMeans,3,70,CreditDefault,MLPClassifier,centroid,0.10917593703881663
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,CreditDefault,MLPClassifier,centroid,0.118024230888135
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,MLPClassifier,centroid,0.03941756764378916
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,MLPClassifier,centroid,0.0020204068373114803
Original,original,,KMeans,2,70,CreditDefault,MLPClassifier,centroid,0.07107365438891224
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,MLPClassifier,closest,0.11940063215358454
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,MLPClassifier,closest,0.10619466246468501
Encoded,encoded,MLP,KMeans,1,70,CreditDefault,MLPClassifier,closest,0.08473499741897977
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,MLPClassifier,closest,0.02217178384545574
Original,original,,KMeans,2,70,CreditDefault,MLPClassifier,closest,0.09083577215339893
Decoded,decoded,GNN,KMeans,3,70,CreditDefault,MLPClassifier,closest,0.1150072575572483
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,CreditDefault,MLPClassifier,closest,0.12666875623389534
Encoded,encoded,GNN,KMeans,1,70,CreditDefault,MLPClassifier,closest,0.06612266521206125
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,MLPClassifier,closest,0.0109882201242459
Original,original,,KMeans,2,70,CreditDefault,MLPClassifier,closest,0.09083577215339893
Decoded,decoded,MLP,Agglo,4,70,CreditDefault,XGBClassifier,centroid,0.0977328184183154
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,CreditDefault,XGBClassifier,centroid,0.0311093278556376
Encoded,encoded,MLP,Agglo,2,70,CreditDefault,XGBClassifier,centroid,0.0608266988234147
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,CreditDefault,XGBClassifier,centroid,0.0621888540233367
Original,original,,Agglo,1,70,CreditDefault,XGBClassifier,centroid,0.0551614706333439
Decoded,decoded,GNN,Agglo,3,70,CreditDefault,XGBClassifier,centroid,0.0752994161049774
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,CreditDefault,XGBClassifier,centroid,0.0608972052558546
Encoded,encoded,GNN,Agglo,4,70,CreditDefault,XGBClassifier,centroid,0.0796155727630016
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,XGBClassifier,centroid,0.0130524124466384
Original,original,,Agglo,1,70,CreditDefault,XGBClassifier,centroid,0.0551614706333439
Decoded,decoded,MLP,Agglo,1,70,CreditDefault,XGBClassifier,closest,0.0579054065350011
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,CreditDefault,XGBClassifier,closest,0.0752150991342245
Encoded,encoded,MLP,Agglo,4,70,CreditDefault,XGBClassifier,closest,0.0817707436102636
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,CreditDefault,XGBClassifier,closest,0.0520773593669248
Original,original,,Agglo,3,70,CreditDefault,XGBClassifier,closest,0.0767742362227158
Decoded,decoded,GNN,Agglo,2,70,CreditDefault,XGBClassifier,closest,0.0738405871368644
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,CreditDefault,XGBClassifier,closest,0.0673183787009515
Encoded,encoded,GNN,Agglo,4,70,CreditDefault,XGBClassifier,closest,0.1042390357046026
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,CreditDefault,XGBClassifier,closest,0.0426861933141002
Original,original,,Agglo,3,70,CreditDefault,XGBClassifier,closest,0.0767742362227158
Decoded,decoded,MLP,KIP,2,70,CreditDefault,XGBClassifier,centroid,0.13818184989980078
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,CreditDefault,XGBClassifier,centroid,0.12357102723510827
Encoded,encoded,MLP,KIP,3,70,CreditDefault,XGBClassifier,centroid,0.1435557484185115
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,CreditDefault,XGBClassifier,centroid,0.05846713200912059
Original,original,,KIP,4,70,CreditDefault,XGBClassifier,centroid,0.19644502206415204
Decoded,decoded,GNN,KIP,2,70,CreditDefault,XGBClassifier,centroid,0.10418044994733808
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,CreditDefault,XGBClassifier,centroid,0.11545290206656522
Encoded,encoded,GNN,KIP,1,70,CreditDefault,XGBClassifier,centroid,0.10230846782253591
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,CreditDefault,XGBClassifier,centroid,0.06831317358174842
Original,original,,KIP,4,70,CreditDefault,XGBClassifier,centroid,0.19644502206415204
Decoded,decoded,MLP,KMeans,3,70,CreditDefault,XGBClassifier,centroid,0.09192454212613949
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,CreditDefault,XGBClassifier,centroid,0.06385658555519437
Encoded,encoded,MLP,KMeans,0,70,CreditDefault,XGBClassifier,centroid,0.045606613357988615
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,CreditDefault,XGBClassifier,centroid,0.04790512305553056
Original,original,,KMeans,4,70,CreditDefault,XGBClassifier,centroid,0.2760406785771655
Decoded,decoded,GNN,KMeans,2,70,CreditDefault,XGBClassifier,centroid,0.06661258750611462
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,CreditDefault,XGBClassifier,centroid,0.06618475156658732
Encoded,encoded,GNN,KMeans,3,70,CreditDefault,XGBClassifier,centroid,0.07253861680916944
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,XGBClassifier,centroid,0.04242539220111616
Original,original,,KMeans,4,70,CreditDefault,XGBClassifier,centroid,0.2760406785771655
Decoded,decoded,MLP,KMeans,4,70,CreditDefault,XGBClassifier,closest,0.08857439627958624
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,CreditDefault,XGBClassifier,closest,0.08410181710340656
Encoded,encoded,MLP,KMeans,2,70,CreditDefault,XGBClassifier,closest,0.08394815669291382
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,CreditDefault,XGBClassifier,closest,0.04747321664155306
Original,original,,KMeans,1,70,CreditDefault,XGBClassifier,closest,0.0797583301169315
Decoded,decoded,GNN,KMeans,1,70,CreditDefault,XGBClassifier,closest,0.07962880180496454
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,CreditDefault,XGBClassifier,closest,0.1095824056649373
Encoded,encoded,GNN,KMeans,3,70,CreditDefault,XGBClassifier,closest,0.09726689446786166
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,CreditDefault,XGBClassifier,closest,0.06614840804471109
Original,original,,KMeans,2,70,CreditDefault,XGBClassifier,closest,0.0797583301169315
Decoded,decoded,MLP,Agglo,2,70,Diabetes,GaussianNB,centroid,0.0392382203250697
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Diabetes,GaussianNB,centroid,0.0430142833689049
Encoded,encoded,MLP,Agglo,1,70,Diabetes,GaussianNB,centroid,0.030372681004761
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,GaussianNB,centroid,0.0211787883762928
Original,original,,Agglo,4,70,Diabetes,GaussianNB,centroid,0.0948941060581186
Decoded,decoded,GNN,Agglo,2,70,Diabetes,GaussianNB,centroid,0.0658348382859957
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Diabetes,GaussianNB,centroid,0.0760137908389427
Encoded,encoded,GNN,Agglo,1,70,Diabetes,GaussianNB,centroid,0.0380889837465113
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,GaussianNB,centroid,0.0174027253324576
Original,original,,Agglo,4,70,Diabetes,GaussianNB,centroid,0.0948941060581186
Decoded,decoded,MLP,Agglo,0,70,Diabetes,GaussianNB,closest,0.0270891479231654
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Diabetes,GaussianNB,closest,0.0441635199474634
Encoded,encoded,MLP,Agglo,3,70,Diabetes,GaussianNB,closest,0.0738794943359055
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Diabetes,GaussianNB,closest,0.0336562140863569
Original,original,,Agglo,4,70,Diabetes,GaussianNB,closest,0.1323263831883106
Decoded,decoded,GNN,Agglo,3,70,Diabetes,GaussianNB,closest,0.1021178788376293
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Diabetes,GaussianNB,closest,0.0917747496306026
Encoded,encoded,GNN,Agglo,1,70,Diabetes,GaussianNB,closest,0.0449844032178625
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,GaussianNB,closest,0.009358069282548
Original,original,,Agglo,4,70,Diabetes,GaussianNB,closest,0.1323263831883106
Decoded,decoded,MLP,KIP,2,70,Diabetes,GaussianNB,centroid,0.08172713840091937
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Diabetes,GaussianNB,centroid,0.09709407322278776
Encoded,encoded,MLP,KIP,1,70,Diabetes,GaussianNB,centroid,0.0794615005746183
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Diabetes,GaussianNB,centroid,0.049778361516992345
Original,original,,KIP,4,70,Diabetes,GaussianNB,centroid,0.10192086685273354
Decoded,decoded,GNN,KIP,4,70,Diabetes,GaussianNB,centroid,0.10421934000985059
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Diabetes,GaussianNB,centroid,0.0901001477589887
Encoded,encoded,GNN,KIP,1,70,Diabetes,GaussianNB,centroid,0.0368740765063208
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Diabetes,GaussianNB,centroid,0.015202758167788561
Original,original,,KIP,3,70,Diabetes,GaussianNB,centroid,0.10192086685273354
Decoded,decoded,MLP,KMeans,3,70,Diabetes,GaussianNB,centroid,0.03874569036283042
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,Diabetes,GaussianNB,centroid,0.0182564439336726
Encoded,encoded,MLP,KMeans,2,70,Diabetes,GaussianNB,centroid,0.0357248399277623
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Diabetes,GaussianNB,centroid,0.02127729436874074
Original,original,,KMeans,4,70,Diabetes,GaussianNB,centroid,0.0411098341815794
Decoded,decoded,GNN,KMeans,3,70,Diabetes,GaussianNB,centroid,0.07890329995074698
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,GaussianNB,centroid,0.10211787883762927
Encoded,encoded,GNN,KMeans,1,70,Diabetes,GaussianNB,centroid,0.02551305204399938
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Diabetes,GaussianNB,centroid,0.015399770152684261
Original,original,,KMeans,2,70,Diabetes,GaussianNB,centroid,0.0411098341815794
Decoded,decoded,MLP,KMeans,2,70,Diabetes,GaussianNB,closest,0.053488753899195565
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,Diabetes,GaussianNB,closest,0.021441471022820603
Encoded,encoded,MLP,KMeans,3,70,Diabetes,GaussianNB,closest,0.07200788047939578
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Diabetes,GaussianNB,closest,0.05174848136594982
Original,original,,KMeans,4,70,Diabetes,GaussianNB,closest,0.09607617796749299
Decoded,decoded,GNN,KMeans,4,70,Diabetes,GaussianNB,closest,0.10599244787391233
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Diabetes,GaussianNB,closest,0.10438351666393035
Encoded,encoded,GNN,KMeans,1,70,Diabetes,GaussianNB,closest,0.0241339681497291
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Diabetes,GaussianNB,closest,0.01664751272369066
Original,original,,KMeans,2,70,Diabetes,GaussianNB,closest,0.09607617796749299
Decoded,decoded,MLP,Agglo,4,70,Diabetes,KNeighborsClassifier,centroid,0.0767310252996006
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Diabetes,KNeighborsClassifier,centroid,0.0622503328894806
Encoded,encoded,MLP,Agglo,2,70,Diabetes,KNeighborsClassifier,centroid,0.0550932090545938
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,KNeighborsClassifier,centroid,0.0294607190412784
Original,original,,Agglo,1,70,Diabetes,KNeighborsClassifier,centroid,0.0530958721704394
Decoded,decoded,GNN,Agglo,4,70,Diabetes,KNeighborsClassifier,centroid,0.0855525965379494
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Diabetes,KNeighborsClassifier,centroid,0.0416111850865512
Encoded,encoded,GNN,Agglo,2,70,Diabetes,KNeighborsClassifier,centroid,0.0466045272969374
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,KNeighborsClassifier,centroid,0.0149800266311586
Original,original,,Agglo,3,70,Diabetes,KNeighborsClassifier,centroid,0.0530958721704394
Decoded,decoded,MLP,Agglo,3,70,Diabetes,KNeighborsClassifier,closest,0.0887150466045275
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Diabetes,KNeighborsClassifier,closest,0.0589214380825566
Encoded,encoded,MLP,Agglo,4,70,Diabetes,KNeighborsClassifier,closest,0.1123501997336885
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,KNeighborsClassifier,closest,0.0452729693741678
Original,original,,Agglo,2,70,Diabetes,KNeighborsClassifier,closest,0.0624167776298268
Decoded,decoded,GNN,Agglo,4,70,Diabetes,KNeighborsClassifier,closest,0.0850532623169109
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Diabetes,KNeighborsClassifier,closest,0.0482689747003995
Encoded,encoded,GNN,Agglo,2,70,Diabetes,KNeighborsClassifier,closest,0.0486018641810918
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,KNeighborsClassifier,closest,0.0111517976031958
Original,original,,Agglo,3,70,Diabetes,KNeighborsClassifier,closest,0.0624167776298268
Decoded,decoded,MLP,KIP,1,70,Diabetes,KNeighborsClassifier,centroid,0.07646471371504666
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Diabetes,KNeighborsClassifier,centroid,0.07743009320905463
Encoded,encoded,MLP,KIP,0,70,Diabetes,KNeighborsClassifier,centroid,0.07020639147802936
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,Diabetes,KNeighborsClassifier,centroid,0.07673102529960063
Original,original,,KIP,4,70,Diabetes,KNeighborsClassifier,centroid,0.08944740346205064
Decoded,decoded,GNN,KIP,3,70,Diabetes,KNeighborsClassifier,centroid,0.08288948069241013
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Diabetes,KNeighborsClassifier,centroid,0.07696404793608527
Encoded,encoded,GNN,KIP,1,70,Diabetes,KNeighborsClassifier,centroid,0.06011984021304935
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Diabetes,KNeighborsClassifier,centroid,0.0455059920106525
Original,original,,KIP,4,70,Diabetes,KNeighborsClassifier,centroid,0.08944740346205064
Decoded,decoded,MLP,KMeans,4,70,Diabetes,KNeighborsClassifier,centroid,0.07120505992010666
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Diabetes,KNeighborsClassifier,centroid,0.06005326231691083
Encoded,encoded,MLP,KMeans,2,70,Diabetes,KNeighborsClassifier,centroid,0.04297603195739014
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,KNeighborsClassifier,centroid,0.03142476697736358
Original,original,,KMeans,1,70,Diabetes,KNeighborsClassifier,centroid,0.04184420772303598
Decoded,decoded,GNN,KMeans,4,70,Diabetes,KNeighborsClassifier,centroid,0.07243675099866856
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Diabetes,KNeighborsClassifier,centroid,0.07140479360852206
Encoded,encoded,GNN,KMeans,2,70,Diabetes,KNeighborsClassifier,centroid,0.047569906790945485
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Diabetes,KNeighborsClassifier,centroid,0.03635153129161124
Original,original,,KMeans,1,70,Diabetes,KNeighborsClassifier,centroid,0.04184420772303598
Decoded,decoded,MLP,KMeans,4,70,Diabetes,KNeighborsClassifier,closest,0.07603195739014658
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Diabetes,KNeighborsClassifier,closest,0.06551264980026636
Encoded,encoded,MLP,KMeans,3,70,Diabetes,KNeighborsClassifier,closest,0.07430093209054604
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,KNeighborsClassifier,closest,0.05196404793608535
Original,original,,KMeans,1,70,Diabetes,KNeighborsClassifier,closest,0.06294940079893482
Decoded,decoded,GNN,KMeans,3,70,Diabetes,KNeighborsClassifier,closest,0.07180426098535295
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,KNeighborsClassifier,closest,0.08229027962716388
Encoded,encoded,GNN,KMeans,1,70,Diabetes,KNeighborsClassifier,closest,0.05049933422103864
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Diabetes,KNeighborsClassifier,closest,0.03561917443408796
Original,original,,KMeans,2,70,Diabetes,KNeighborsClassifier,closest,0.06294940079893482
Decoded,decoded,MLP,Agglo,4,70,Diabetes,LogisticRegression,centroid,0.1279887482419127
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Diabetes,LogisticRegression,centroid,0.0784497577746523
Encoded,encoded,MLP,Agglo,1,70,Diabetes,LogisticRegression,centroid,0.0589154555399281
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,LogisticRegression,centroid,0.0557899671823723
Original,original,,Agglo,2,70,Diabetes,LogisticRegression,centroid,0.0645413345835286
Decoded,decoded,GNN,Agglo,4,70,Diabetes,LogisticRegression,centroid,0.0993905297702767
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Diabetes,LogisticRegression,centroid,0.0892326926082199
Encoded,encoded,GNN,Agglo,2,70,Diabetes,LogisticRegression,centroid,0.0865760275042975
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,LogisticRegression,centroid,0.0420378184091266
Original,original,,Agglo,1,70,Diabetes,LogisticRegression,centroid,0.0645413345835286
Decoded,decoded,MLP,Agglo,4,70,Diabetes,LogisticRegression,closest,0.097515236755743
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,Diabetes,LogisticRegression,closest,0.0632911392405063
Encoded,encoded,MLP,Agglo,3,70,Diabetes,LogisticRegression,closest,0.0803250507891858
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Diabetes,LogisticRegression,closest,0.0636036880762618
Original,original,,Agglo,2,70,Diabetes,LogisticRegression,closest,0.0678230973589624
Decoded,decoded,GNN,Agglo,4,70,Diabetes,LogisticRegression,closest,0.1081418971714331
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Diabetes,LogisticRegression,closest,0.0698546647913737
Encoded,encoded,GNN,Agglo,3,70,Diabetes,LogisticRegression,closest,0.097515236755743
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,LogisticRegression,closest,0.0445382090951712
Original,original,,Agglo,1,70,Diabetes,LogisticRegression,closest,0.0678230973589624
Decoded,decoded,MLP,KIP,3,70,Diabetes,LogisticRegression,centroid,0.10907954367869983
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Diabetes,LogisticRegression,centroid,0.10564150648538831
Encoded,encoded,MLP,KIP,1,70,Diabetes,LogisticRegression,centroid,0.10389123300515705
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Diabetes,LogisticRegression,centroid,0.08079387404281921
Original,original,,KIP,4,70,Diabetes,LogisticRegression,centroid,0.11051726832317547
Decoded,decoded,GNN,KIP,2,70,Diabetes,LogisticRegression,centroid,0.09851539303016098
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Diabetes,LogisticRegression,centroid,0.1033911548679481
Encoded,encoded,GNN,KIP,1,70,Diabetes,LogisticRegression,centroid,0.07626191592436324
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Diabetes,LogisticRegression,centroid,0.07063603688076267
Original,original,,KIP,4,70,Diabetes,LogisticRegression,centroid,0.11051726832317547
Decoded,decoded,MLP,KMeans,4,70,Diabetes,LogisticRegression,centroid,0.08029379590561028
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Diabetes,LogisticRegression,centroid,0.07666822941084538
Encoded,encoded,MLP,KMeans,2,70,Diabetes,LogisticRegression,centroid,0.06538521644006876
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Diabetes,LogisticRegression,centroid,0.056540084388185675
Original,original,,KMeans,0,70,Diabetes,LogisticRegression,centroid,0.05635255508673235
Decoded,decoded,GNN,KMeans,3,70,Diabetes,LogisticRegression,centroid,0.0964525707141741
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,LogisticRegression,centroid,0.10614158462259733
Encoded,encoded,GNN,KMeans,2,70,Diabetes,LogisticRegression,centroid,0.0651976871386154
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Diabetes,LogisticRegression,centroid,0.0611970620409439
Original,original,,KMeans,0,70,Diabetes,LogisticRegression,centroid,0.05635255508673235
Decoded,decoded,MLP,KMeans,2,70,Diabetes,LogisticRegression,closest,0.07001093920925143
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Diabetes,LogisticRegression,closest,0.07419909360837626
Encoded,encoded,MLP,KMeans,1,70,Diabetes,LogisticRegression,closest,0.0689482731676824
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,LogisticRegression,closest,0.05769651508048126
Original,original,,KMeans,4,70,Diabetes,LogisticRegression,closest,0.07513674011564311
Decoded,decoded,GNN,KMeans,3,70,Diabetes,LogisticRegression,closest,0.09173308329426473
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,LogisticRegression,closest,0.10104703859978126
Encoded,encoded,GNN,KMeans,1,70,Diabetes,LogisticRegression,closest,0.06832317549617133
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Diabetes,LogisticRegression,closest,0.05979059228004374
Original,original,,KMeans,2,70,Diabetes,LogisticRegression,closest,0.07513674011564311
Decoded,decoded,MLP,Agglo,4,70,Diabetes,MLPClassifier,centroid,0.1423023147428926
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Diabetes,MLPClassifier,centroid,0.102842939257418
Encoded,encoded,MLP,Agglo,2,70,Diabetes,MLPClassifier,centroid,0.0755010097871679
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,MLPClassifier,centroid,0.0612086375640828
Original,original,,Agglo,1,70,Diabetes,MLPClassifier,centroid,0.0720832686033868
Decoded,decoded,GNN,Agglo,3,70,Diabetes,MLPClassifier,centroid,0.1120086997048314
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Diabetes,MLPClassifier,centroid,0.1048625135932889
Encoded,encoded,GNN,Agglo,4,70,Diabetes,MLPClassifier,centroid,0.1252136088239865
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Diabetes,MLPClassifier,centroid,0.08109367717881
Original,original,,Agglo,0,70,Diabetes,MLPClassifier,centroid,0.0720832686033868
Decoded,decoded,MLP,Agglo,4,70,Diabetes,MLPClassifier,closest,0.1273885350318472
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Diabetes,MLPClassifier,closest,0.0891719745222931
Encoded,encoded,MLP,Agglo,3,70,Diabetes,MLPClassifier,closest,0.1266117756718968
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,MLPClassifier,closest,0.0739474910672673
Original,original,,Agglo,2,70,Diabetes,MLPClassifier,closest,0.0938325306819947
Decoded,decoded,GNN,Agglo,3,70,Diabetes,MLPClassifier,closest,0.1241261457200559
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Diabetes,MLPClassifier,closest,0.0815597327947802
Encoded,encoded,GNN,Agglo,4,70,Diabetes,MLPClassifier,closest,0.1457200559266739
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,MLPClassifier,closest,0.073015379835327
Original,original,,Agglo,2,70,Diabetes,MLPClassifier,closest,0.0938325306819947
Decoded,decoded,MLP,KIP,4,70,Diabetes,MLPClassifier,centroid,0.12219978250737931
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Diabetes,MLPClassifier,centroid,0.12179586764020497
Encoded,encoded,MLP,KIP,1,70,Diabetes,MLPClassifier,centroid,0.11244368494640374
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Diabetes,MLPClassifier,centroid,0.10051266117756721
Original,original,,KIP,2,70,Diabetes,MLPClassifier,centroid,0.12077054528507074
Decoded,decoded,GNN,KIP,2,70,Diabetes,MLPClassifier,centroid,0.11561286313500083
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Diabetes,MLPClassifier,centroid,0.11551965201180676
Encoded,encoded,GNN,KIP,0,70,Diabetes,MLPClassifier,centroid,0.11061053285692095
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,Diabetes,MLPClassifier,centroid,0.11586142613018494
Original,original,,KIP,4,70,Diabetes,MLPClassifier,centroid,0.12077054528507074
Decoded,decoded,MLP,KMeans,4,70,Diabetes,MLPClassifier,centroid,0.09672207550100989
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Diabetes,MLPClassifier,centroid,0.09258971570607433
Encoded,encoded,MLP,KMeans,1,70,Diabetes,MLPClassifier,centroid,0.07609134690073019
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,MLPClassifier,centroid,0.06785769768525718
Original,original,,KMeans,2,70,Diabetes,MLPClassifier,centroid,0.0772409507534566
Decoded,decoded,GNN,KMeans,3,70,Diabetes,MLPClassifier,centroid,0.11082802547770707
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,MLPClassifier,centroid,0.12142302314742895
Encoded,encoded,GNN,KMeans,1,70,Diabetes,MLPClassifier,centroid,0.10340220599658223
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,Diabetes,MLPClassifier,centroid,0.10616746931800529
Original,original,,KMeans,0,70,Diabetes,MLPClassifier,centroid,0.0772409507534566
Decoded,decoded,MLP,KMeans,4,70,Diabetes,MLPClassifier,closest,0.1002019574335871
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Diabetes,MLPClassifier,closest,0.08792915954637252
Encoded,encoded,MLP,KMeans,2,70,Diabetes,MLPClassifier,closest,0.0887991300295169
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,MLPClassifier,closest,0.07515923566878986
Original,original,,KMeans,3,70,Diabetes,MLPClassifier,closest,0.09491999378592518
Decoded,decoded,GNN,KMeans,1,70,Diabetes,MLPClassifier,closest,0.10936771788100053
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,MLPClassifier,closest,0.12984309460929008
Encoded,encoded,GNN,KMeans,3,70,Diabetes,MLPClassifier,closest,0.11757029672207549
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,Diabetes,MLPClassifier,closest,0.10958521050178657
Original,original,,KMeans,0,70,Diabetes,MLPClassifier,closest,0.09491999378592518
Decoded,decoded,MLP,Agglo,4,70,Diabetes,XGBClassifier,centroid,0.1192271442035815
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Diabetes,XGBClassifier,centroid,0.0999057492931196
Encoded,encoded,MLP,Agglo,3,70,Diabetes,XGBClassifier,centroid,0.1060320452403392
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,XGBClassifier,centroid,0.0768143261074457
Original,original,,Agglo,1,70,Diabetes,XGBClassifier,centroid,0.0838831291234684
Decoded,decoded,GNN,Agglo,4,70,Diabetes,XGBClassifier,centroid,0.1237825950361294
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Diabetes,XGBClassifier,centroid,0.0967640590637761
Encoded,encoded,GNN,Agglo,3,70,Diabetes,XGBClassifier,centroid,0.1220546654099905
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Diabetes,XGBClassifier,centroid,0.0813697769399937
Original,original,,Agglo,1,70,Diabetes,XGBClassifier,centroid,0.0838831291234684
Decoded,decoded,MLP,Agglo,4,70,Diabetes,XGBClassifier,closest,0.1427898209236568
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Diabetes,XGBClassifier,closest,0.0876531573986804
Encoded,encoded,MLP,Agglo,3,70,Diabetes,XGBClassifier,closest,0.135563933396167
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Diabetes,XGBClassifier,closest,0.0777568331762488
Original,original,,Agglo,2,70,Diabetes,XGBClassifier,closest,0.1043041156142003
Decoded,decoded,GNN,Agglo,4,70,Diabetes,XGBClassifier,closest,0.1328934967012252
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,Diabetes,XGBClassifier,closest,0.0865535658184102
Encoded,encoded,GNN,Agglo,3,70,Diabetes,XGBClassifier,closest,0.1190700596921142
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Diabetes,XGBClassifier,closest,0.0876531573986804
Original,original,,Agglo,2,70,Diabetes,XGBClassifier,closest,0.1043041156142003
Decoded,decoded,MLP,KIP,3,70,Diabetes,XGBClassifier,centroid,0.1234998429154884
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Diabetes,XGBClassifier,centroid,0.11866163996229964
Encoded,encoded,MLP,KIP,2,70,Diabetes,XGBClassifier,centroid,0.12199183160540361
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Diabetes,XGBClassifier,centroid,0.11398052152057798
Original,original,,KIP,4,70,Diabetes,XGBClassifier,centroid,0.15366006911718494
Decoded,decoded,GNN,KIP,1,70,Diabetes,XGBClassifier,centroid,0.1142946905435123
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Diabetes,XGBClassifier,centroid,0.11530003141690219
Encoded,encoded,GNN,KIP,0,70,Diabetes,XGBClassifier,centroid,0.10622054665409975
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,Diabetes,XGBClassifier,centroid,0.11592836946277088
Original,original,,KIP,4,70,Diabetes,XGBClassifier,centroid,0.15366006911718494
Decoded,decoded,MLP,KMeans,3,70,Diabetes,XGBClassifier,centroid,0.11624253848570523
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Diabetes,XGBClassifier,centroid,0.10336160854539737
Encoded,encoded,MLP,KMeans,1,70,Diabetes,XGBClassifier,centroid,0.08708765315739855
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,XGBClassifier,centroid,0.06779767514923019
Original,original,,KMeans,4,70,Diabetes,XGBClassifier,centroid,0.1321080741438893
Decoded,decoded,GNN,KMeans,2,70,Diabetes,XGBClassifier,centroid,0.11112158341187547
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Diabetes,XGBClassifier,centroid,0.12309142318567382
Encoded,encoded,GNN,KMeans,1,70,Diabetes,XGBClassifier,centroid,0.10703738611372901
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Diabetes,XGBClassifier,centroid,0.09632422243166813
Original,original,,KMeans,4,70,Diabetes,XGBClassifier,centroid,0.1321080741438893
Decoded,decoded,MLP,KMeans,4,70,Diabetes,XGBClassifier,closest,0.11592836946277094
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Diabetes,XGBClassifier,closest,0.09522463085139794
Encoded,encoded,MLP,KMeans,3,70,Diabetes,XGBClassifier,closest,0.11105874960728865
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Diabetes,XGBClassifier,closest,0.08598806157712842
Original,original,,KMeans,1,70,Diabetes,XGBClassifier,closest,0.08988375746151418
Decoded,decoded,GNN,KMeans,1,70,Diabetes,XGBClassifier,closest,0.10351869305686452
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Diabetes,XGBClassifier,closest,0.12434809927741115
Encoded,encoded,GNN,KMeans,3,70,Diabetes,XGBClassifier,closest,0.11259817781966686
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,Diabetes,XGBClassifier,closest,0.10647188187244727
Original,original,,KMeans,0,70,Diabetes,XGBClassifier,closest,0.08988375746151418
Decoded,decoded,MLP,Agglo,2,70,Electricity,GaussianNB,centroid,0.1344300152898608
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Electricity,GaussianNB,centroid,0.1506921641365286
Encoded,encoded,MLP,Agglo,1,70,Electricity,GaussianNB,centroid,0.0930194685822521
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Electricity,GaussianNB,centroid,0.0718547387158037
Original,original,,Agglo,3,70,Electricity,GaussianNB,centroid,0.1354494027318898
Decoded,decoded,GNN,Agglo,4,70,Electricity,GaussianNB,centroid,0.1927079661949546
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Electricity,GaussianNB,centroid,0.1686490026091653
Encoded,encoded,GNN,Agglo,1,70,Electricity,GaussianNB,centroid,0.0958914521310717
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Electricity,GaussianNB,centroid,0.0716132831616287
Original,original,,Agglo,2,70,Electricity,GaussianNB,centroid,0.1354494027318898
Decoded,decoded,MLP,Agglo,4,70,Electricity,GaussianNB,closest,0.1448852499752775
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Electricity,GaussianNB,closest,0.1312445642389682
Encoded,encoded,MLP,Agglo,1,70,Electricity,GaussianNB,closest,0.0968833279662457
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Electricity,GaussianNB,closest,0.0788117521470464
Original,original,,Agglo,2,70,Electricity,GaussianNB,closest,0.1147090742661246
Decoded,decoded,GNN,Agglo,4,70,Electricity,GaussianNB,closest,0.1522024499276076
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,Electricity,GaussianNB,closest,0.0745284358447078
Encoded,encoded,GNN,Agglo,2,70,Electricity,GaussianNB,closest,0.0994089441882046
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Electricity,GaussianNB,closest,0.0905813950539961
Original,original,,Agglo,3,70,Electricity,GaussianNB,closest,0.1147090742661246
Decoded,decoded,MLP,KIP,3,70,Electricity,GaussianNB,centroid,0.16856493373125842
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Electricity,GaussianNB,centroid,0.18388004939411073
Encoded,encoded,MLP,KIP,2,70,Electricity,GaussianNB,centroid,0.16708867612119305
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Electricity,GaussianNB,centroid,0.11115555087872324
Original,original,,KIP,1,70,Electricity,GaussianNB,centroid,0.15644366206111376
Decoded,decoded,GNN,KIP,4,70,Electricity,GaussianNB,centroid,0.17935802869828252
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Electricity,GaussianNB,centroid,0.1627913758085496
Encoded,encoded,GNN,KIP,1,70,Electricity,GaussianNB,centroid,0.14828730738705656
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Electricity,GaussianNB,centroid,0.11924348152411761
Original,original,,KIP,2,70,Electricity,GaussianNB,centroid,0.15644366206111376
Decoded,decoded,MLP,KMeans,3,70,Electricity,GaussianNB,centroid,0.15629144807406076
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Electricity,GaussianNB,centroid,0.1601617606414134
Encoded,encoded,MLP,KMeans,1,70,Electricity,GaussianNB,centroid,0.09368262508906404
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,GaussianNB,centroid,0.07278766110771608
Original,original,,KMeans,2,70,Electricity,GaussianNB,centroid,0.14019618184538218
Decoded,decoded,GNN,KMeans,2,70,Electricity,GaussianNB,centroid,0.10921591920462292
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Electricity,GaussianNB,centroid,0.13485770033394268
Encoded,encoded,GNN,KMeans,1,70,Electricity,GaussianNB,centroid,0.0887569444620529
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Electricity,GaussianNB,centroid,0.08243814959721488
Original,original,,KMeans,4,70,Electricity,GaussianNB,centroid,0.14019618184538218
Decoded,decoded,MLP,KMeans,2,70,Electricity,GaussianNB,closest,0.12086768058136965
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Electricity,GaussianNB,closest,0.13591761985298403
Encoded,encoded,MLP,KMeans,1,70,Electricity,GaussianNB,closest,0.09493724310878617
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,GaussianNB,closest,0.07531204754817063
Original,original,,KMeans,3,70,Electricity,GaussianNB,closest,0.1290242254278244
Decoded,decoded,GNN,KMeans,4,70,Electricity,GaussianNB,closest,0.13611288887085765
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Electricity,GaussianNB,closest,0.11019393781109028
Encoded,encoded,GNN,KMeans,1,70,Electricity,GaussianNB,closest,0.09010778971496954
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Electricity,GaussianNB,closest,0.07982443284251949
Original,original,,KMeans,3,70,Electricity,GaussianNB,closest,0.1290242254278244
Decoded,decoded,MLP,Agglo,4,70,Electricity,KNeighborsClassifier,centroid,0.2720050329703699
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Electricity,KNeighborsClassifier,centroid,0.2418412460536997
Encoded,encoded,MLP,Agglo,3,70,Electricity,KNeighborsClassifier,centroid,0.2442097308525498
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Electricity,KNeighborsClassifier,centroid,0.2061766628970795
Original,original,,Agglo,1,70,Electricity,KNeighborsClassifier,centroid,0.2166662367937043
Decoded,decoded,GNN,Agglo,3,70,Electricity,KNeighborsClassifier,centroid,0.2579021330828193
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Electricity,KNeighborsClassifier,centroid,0.2596560679493543
Encoded,encoded,GNN,Agglo,2,70,Electricity,KNeighborsClassifier,centroid,0.2427714202373376
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Electricity,KNeighborsClassifier,centroid,0.2292224980795314
Original,original,,Agglo,0,70,Electricity,KNeighborsClassifier,centroid,0.2166662367937043
Decoded,decoded,MLP,Agglo,2,70,Electricity,KNeighborsClassifier,closest,0.2478698553845311
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Electricity,KNeighborsClassifier,closest,0.244897243964783
Encoded,encoded,MLP,Agglo,4,70,Electricity,KNeighborsClassifier,closest,0.2581905822722339
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Electricity,KNeighborsClassifier,closest,0.2053082308795387
Original,original,,Agglo,3,70,Electricity,KNeighborsClassifier,closest,0.2479407445381981
Decoded,decoded,GNN,Agglo,4,70,Electricity,KNeighborsClassifier,closest,0.2650338584785528
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Electricity,KNeighborsClassifier,closest,0.2570449220790997
Encoded,encoded,GNN,Agglo,2,70,Electricity,KNeighborsClassifier,closest,0.2484936054845762
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Electricity,KNeighborsClassifier,closest,0.2208258293911324
Original,original,,Agglo,1,70,Electricity,KNeighborsClassifier,closest,0.2479407445381981
Decoded,decoded,MLP,KIP,3,70,Electricity,KNeighborsClassifier,centroid,0.3378566853178352
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Electricity,KNeighborsClassifier,centroid,0.3283199190810681
Encoded,encoded,MLP,KIP,2,70,Electricity,KNeighborsClassifier,centroid,0.33561768357326005
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Electricity,KNeighborsClassifier,centroid,0.29691078044278335
Original,original,,KIP,4,70,Electricity,KNeighborsClassifier,centroid,0.37732948911681313
Decoded,decoded,GNN,KIP,3,70,Electricity,KNeighborsClassifier,centroid,0.3233132835265678
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Electricity,KNeighborsClassifier,centroid,0.3179690177704164
Encoded,encoded,GNN,KIP,1,70,Electricity,KNeighborsClassifier,centroid,0.31044110018052
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Electricity,KNeighborsClassifier,centroid,0.2846526258634795
Original,original,,KIP,4,70,Electricity,KNeighborsClassifier,centroid,0.37732948911681313
Decoded,decoded,MLP,KMeans,4,70,Electricity,KNeighborsClassifier,centroid,0.2633514828357043
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Electricity,KNeighborsClassifier,centroid,0.2401885981204536
Encoded,encoded,MLP,KMeans,3,70,Electricity,KNeighborsClassifier,centroid,0.2498890316185302
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,KNeighborsClassifier,centroid,0.2024165915718486
Original,original,,KMeans,1,70,Electricity,KNeighborsClassifier,centroid,0.21429516743906415
Decoded,decoded,GNN,KMeans,3,70,Electricity,KNeighborsClassifier,centroid,0.24304025658363737
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Electricity,KNeighborsClassifier,centroid,0.25067054598209265
Encoded,encoded,GNN,KMeans,2,70,Electricity,KNeighborsClassifier,centroid,0.23149836431121978
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Electricity,KNeighborsClassifier,centroid,0.22099143241027636
Original,original,,KMeans,0,70,Electricity,KNeighborsClassifier,centroid,0.21429516743906415
Decoded,decoded,MLP,KMeans,3,70,Electricity,KNeighborsClassifier,closest,0.25241531258899363
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Electricity,KNeighborsClassifier,closest,0.2409924162432417
Encoded,encoded,MLP,KMeans,4,70,Electricity,KNeighborsClassifier,closest,0.26172644604168094
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,KNeighborsClassifier,closest,0.21480781354823075
Original,original,,KMeans,1,70,Electricity,KNeighborsClassifier,closest,0.23460579807333595
Decoded,decoded,GNN,KMeans,4,70,Electricity,KNeighborsClassifier,closest,0.24910611329873608
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Electricity,KNeighborsClassifier,closest,0.24809600933418166
Encoded,encoded,GNN,KMeans,2,70,Electricity,KNeighborsClassifier,closest,0.2378686668079486
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Electricity,KNeighborsClassifier,closest,0.2311447375173533
Original,original,,KMeans,1,70,Electricity,KNeighborsClassifier,closest,0.23460579807333595
Decoded,decoded,MLP,Agglo,4,70,Electricity,LogisticRegression,centroid,0.182159281081128
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Electricity,LogisticRegression,centroid,0.1529216460920412
Encoded,encoded,MLP,Agglo,3,70,Electricity,LogisticRegression,centroid,0.1618147549356695
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Electricity,LogisticRegression,centroid,0.1455037422380322
Original,original,,Agglo,0,70,Electricity,LogisticRegression,centroid,0.1160807608306241
Decoded,decoded,GNN,Agglo,4,70,Electricity,LogisticRegression,centroid,0.204628956412857
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Electricity,LogisticRegression,centroid,0.1984230773652373
Encoded,encoded,GNN,Agglo,2,70,Electricity,LogisticRegression,centroid,0.1488264873639492
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Electricity,LogisticRegression,centroid,0.1424100407081734
Original,original,,Agglo,0,70,Electricity,LogisticRegression,centroid,0.1160807608306241
Decoded,decoded,MLP,Agglo,4,70,Electricity,LogisticRegression,closest,0.142242173160947
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Electricity,LogisticRegression,closest,0.1328193606768568
Encoded,encoded,MLP,Agglo,0,70,Electricity,LogisticRegression,closest,0.1239093008475023
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,Electricity,LogisticRegression,closest,0.1369707098697437
Original,original,,Agglo,3,70,Electricity,LogisticRegression,closest,0.1404966908625858
Decoded,decoded,GNN,Agglo,4,70,Electricity,LogisticRegression,closest,0.1825746095583851
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Electricity,LogisticRegression,closest,0.1574914324204669
Encoded,encoded,GNN,Agglo,1,70,Electricity,LogisticRegression,closest,0.1418279004544272
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,Electricity,LogisticRegression,closest,0.153876766685694
Original,original,,Agglo,0,70,Electricity,LogisticRegression,closest,0.1404966908625858
Decoded,decoded,MLP,KIP,4,70,Electricity,LogisticRegression,centroid,0.2104163396710077
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Electricity,LogisticRegression,centroid,0.19442906147377612
Encoded,encoded,MLP,KIP,1,70,Electricity,LogisticRegression,centroid,0.18771713978099563
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Electricity,LogisticRegression,centroid,0.151833838578285
Original,original,,KIP,3,70,Electricity,LogisticRegression,centroid,0.2070325592656903
Decoded,decoded,GNN,KIP,4,70,Electricity,LogisticRegression,centroid,0.21191643738845486
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Electricity,LogisticRegression,centroid,0.20815293144129826
Encoded,encoded,GNN,KIP,1,70,Electricity,LogisticRegression,centroid,0.17577690062780812
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Electricity,LogisticRegression,centroid,0.17279656541356064
Original,original,,KIP,2,70,Electricity,LogisticRegression,centroid,0.2070325592656903
Decoded,decoded,MLP,KMeans,4,70,Electricity,LogisticRegression,centroid,0.1839932721596306
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Electricity,LogisticRegression,centroid,0.15627667434094678
Encoded,encoded,MLP,KMeans,3,70,Electricity,LogisticRegression,centroid,0.1712022342924189
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Electricity,LogisticRegression,centroid,0.14176847229270467
Original,original,,KMeans,0,70,Electricity,LogisticRegression,centroid,0.11842386802021161
Decoded,decoded,GNN,KMeans,3,70,Electricity,LogisticRegression,centroid,0.14748066121278966
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Electricity,LogisticRegression,centroid,0.18925035350723518
Encoded,encoded,GNN,KMeans,2,70,Electricity,LogisticRegression,centroid,0.1410016894677953
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Electricity,LogisticRegression,centroid,0.13522045314149267
Original,original,,KMeans,0,70,Electricity,LogisticRegression,centroid,0.11842386802021161
Decoded,decoded,MLP,KMeans,3,70,Electricity,LogisticRegression,closest,0.16342258819146235
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Electricity,LogisticRegression,closest,0.150900455131034
Encoded,encoded,MLP,KMeans,4,70,Electricity,LogisticRegression,closest,0.16918480891370807
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,LogisticRegression,closest,0.1313465604983613
Original,original,,KMeans,1,70,Electricity,LogisticRegression,closest,0.131646305541459
Decoded,decoded,GNN,KMeans,3,70,Electricity,LogisticRegression,closest,0.1549513536036622
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Electricity,LogisticRegression,closest,0.15902168998864225
Encoded,encoded,GNN,KMeans,2,70,Electricity,LogisticRegression,closest,0.14524450359888783
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Electricity,LogisticRegression,closest,0.1418214602529298
Original,original,,KMeans,0,70,Electricity,LogisticRegression,closest,0.131646305541459
Decoded,decoded,MLP,Agglo,4,70,Electricity,MLPClassifier,centroid,0.2384928038165563
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Electricity,MLPClassifier,centroid,0.2130813890358587
Encoded,encoded,MLP,Agglo,0,70,Electricity,MLPClassifier,centroid,0.1797701769275277
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Electricity,MLPClassifier,centroid,0.181717599458292
Original,original,,Agglo,2,70,Electricity,MLPClassifier,centroid,0.194387058011148
Decoded,decoded,GNN,Agglo,4,70,Electricity,MLPClassifier,centroid,0.2571634043710764
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Electricity,MLPClassifier,centroid,0.2459271900189642
Encoded,encoded,GNN,Agglo,2,70,Electricity,MLPClassifier,centroid,0.1966400375594559
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Electricity,MLPClassifier,centroid,0.1935550220070175
Original,original,,Agglo,1,70,Electricity,MLPClassifier,centroid,0.194387058011148
Decoded,decoded,MLP,Agglo,4,70,Electricity,MLPClassifier,closest,0.2056786797454939
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,Electricity,MLPClassifier,closest,0.1748934564480286
Encoded,encoded,MLP,Agglo,3,70,Electricity,MLPClassifier,closest,0.2003428617521043
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Electricity,MLPClassifier,closest,0.1821652127308747
Original,original,,Agglo,2,70,Electricity,MLPClassifier,closest,0.1930079693559076
Decoded,decoded,GNN,Agglo,4,70,Electricity,MLPClassifier,closest,0.2455823906413121
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Electricity,MLPClassifier,closest,0.2264851859002037
Encoded,encoded,GNN,Agglo,2,70,Electricity,MLPClassifier,closest,0.20257194754717
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Electricity,MLPClassifier,closest,0.1919549025273658
Original,original,,Agglo,1,70,Electricity,MLPClassifier,closest,0.1930079693559076
Decoded,decoded,MLP,KIP,4,70,Electricity,MLPClassifier,centroid,0.2751532343406246
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Electricity,MLPClassifier,centroid,0.25520420368951113
Encoded,encoded,MLP,KIP,3,70,Electricity,MLPClassifier,centroid,0.25720823101155527
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Electricity,MLPClassifier,centroid,0.2071463657846242
Original,original,,KIP,1,70,Electricity,MLPClassifier,centroid,0.23255201123082586
Decoded,decoded,GNN,KIP,4,70,Electricity,MLPClassifier,centroid,0.2654948458888294
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Electricity,MLPClassifier,centroid,0.26121824505226493
Encoded,encoded,GNN,KIP,2,70,Electricity,MLPClassifier,centroid,0.2416299284335826
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,Electricity,MLPClassifier,centroid,0.23276191703664328
Original,original,,KIP,0,70,Electricity,MLPClassifier,centroid,0.23255201123082586
Decoded,decoded,MLP,KMeans,4,70,Electricity,MLPClassifier,centroid,0.23955848698223137
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Electricity,MLPClassifier,centroid,0.20417978487240207
Encoded,encoded,MLP,KMeans,2,70,Electricity,MLPClassifier,centroid,0.20139347933486967
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,MLPClassifier,centroid,0.17398418756041129
Original,original,,KMeans,1,70,Electricity,MLPClassifier,centroid,0.18039844656858756
Decoded,decoded,GNN,KMeans,3,70,Electricity,MLPClassifier,centroid,0.20264156055490753
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Electricity,MLPClassifier,centroid,0.2333761334497142
Encoded,encoded,GNN,KMeans,2,70,Electricity,MLPClassifier,centroid,0.18862676939637996
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Electricity,MLPClassifier,centroid,0.1819320880750957
Original,original,,KMeans,0,70,Electricity,MLPClassifier,centroid,0.18039844656858756
Decoded,decoded,MLP,KMeans,3,70,Electricity,MLPClassifier,closest,0.20958593431895686
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Electricity,MLPClassifier,closest,0.19563673940509335
Encoded,encoded,MLP,KMeans,4,70,Electricity,MLPClassifier,closest,0.21801796908213636
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,MLPClassifier,closest,0.16783506757169736
Original,original,,KMeans,1,70,Electricity,MLPClassifier,closest,0.18309516413838275
Decoded,decoded,GNN,KMeans,4,70,Electricity,MLPClassifier,closest,0.2093099315337834
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Electricity,MLPClassifier,closest,0.20398743743741826
Encoded,encoded,GNN,KMeans,2,70,Electricity,MLPClassifier,closest,0.20025446030787664
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Electricity,MLPClassifier,closest,0.1930780504417268
Original,original,,KMeans,0,70,Electricity,MLPClassifier,closest,0.18309516413838275
Decoded,decoded,MLP,Agglo,3,70,Electricity,XGBClassifier,centroid,0.341944935082815
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Electricity,XGBClassifier,centroid,0.3252762880300598
Encoded,encoded,MLP,Agglo,1,70,Electricity,XGBClassifier,centroid,0.3173526005402054
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Electricity,XGBClassifier,centroid,0.293953525156527
Original,original,,Agglo,4,70,Electricity,XGBClassifier,centroid,0.3517914501656708
Decoded,decoded,GNN,Agglo,3,70,Electricity,XGBClassifier,centroid,0.3344120878254983
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Electricity,XGBClassifier,centroid,0.3180317488923292
Encoded,encoded,GNN,Agglo,0,70,Electricity,XGBClassifier,centroid,0.3001139116789055
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Electricity,XGBClassifier,centroid,0.3047135960482257
Original,original,,Agglo,4,70,Electricity,XGBClassifier,centroid,0.3517914501656708
Decoded,decoded,MLP,Agglo,3,70,Electricity,XGBClassifier,closest,0.3315154710371676
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Electricity,XGBClassifier,closest,0.3234337071638379
Encoded,encoded,MLP,Agglo,4,70,Electricity,XGBClassifier,closest,0.3341073436293428
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Electricity,XGBClassifier,closest,0.2930273039004453
Original,original,,Agglo,1,70,Electricity,XGBClassifier,closest,0.317540938641129
Decoded,decoded,GNN,Agglo,2,70,Electricity,XGBClassifier,closest,0.3110148977564851
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,Electricity,XGBClassifier,closest,0.3009449970564921
Encoded,encoded,GNN,Agglo,4,70,Electricity,XGBClassifier,closest,0.330527469469746
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Electricity,XGBClassifier,closest,0.3043724991180111
Original,original,,Agglo,3,70,Electricity,XGBClassifier,closest,0.317540938641129
Decoded,decoded,MLP,KIP,3,70,Electricity,XGBClassifier,centroid,0.3850236500639411
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Electricity,XGBClassifier,centroid,0.36366844914305674
Encoded,encoded,MLP,KIP,2,70,Electricity,XGBClassifier,centroid,0.3817478239843156
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Electricity,XGBClassifier,centroid,0.34071032468889156
Original,original,,KIP,4,70,Electricity,XGBClassifier,centroid,0.41560366663730725
Decoded,decoded,GNN,KIP,2,70,Electricity,XGBClassifier,centroid,0.35504596735543814
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Electricity,XGBClassifier,centroid,0.3596480881314027
Encoded,encoded,GNN,KIP,0,70,Electricity,XGBClassifier,centroid,0.34272430482889027
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,Electricity,XGBClassifier,centroid,0.3525289175847746
Original,original,,KIP,4,70,Electricity,XGBClassifier,centroid,0.41560366663730725
Decoded,decoded,MLP,KMeans,3,70,Electricity,XGBClassifier,centroid,0.33888021590430173
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Electricity,XGBClassifier,centroid,0.30725514524125785
Encoded,encoded,MLP,KMeans,2,70,Electricity,XGBClassifier,centroid,0.32040407417465994
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,XGBClassifier,centroid,0.29912579409212
Original,original,,KMeans,4,70,Electricity,XGBClassifier,centroid,0.4474411977607103
Decoded,decoded,GNN,KMeans,2,70,Electricity,XGBClassifier,centroid,0.31670013664180596
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Electricity,XGBClassifier,centroid,0.3321472931570522
Encoded,encoded,GNN,KMeans,1,70,Electricity,XGBClassifier,centroid,0.3064046072836376
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Electricity,XGBClassifier,centroid,0.2931664207861839
Original,original,,KMeans,4,70,Electricity,XGBClassifier,centroid,0.4474411977607103
Decoded,decoded,MLP,KMeans,4,70,Electricity,XGBClassifier,closest,0.33266803640416925
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Electricity,XGBClassifier,closest,0.316463863206982
Encoded,encoded,MLP,KMeans,3,70,Electricity,XGBClassifier,closest,0.32838549096639386
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Electricity,XGBClassifier,closest,0.29771955238569164
Original,original,,KMeans,1,70,Electricity,XGBClassifier,closest,0.30229909772707425
Decoded,decoded,GNN,KMeans,2,70,Electricity,XGBClassifier,closest,0.3104219324552665
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Electricity,XGBClassifier,closest,0.3193345206626136
Encoded,encoded,GNN,KMeans,4,70,Electricity,XGBClassifier,closest,0.32650961254269867
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Electricity,XGBClassifier,closest,0.2980237358215877
Original,original,,KMeans,1,70,Electricity,XGBClassifier,closest,0.30229909772707425
Decoded,decoded,MLP,Agglo,3,70,Elevators,GaussianNB,centroid,-0.0942409625662243
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Elevators,GaussianNB,centroid,-0.1131728239800998
Encoded,encoded,MLP,Agglo,1,70,Elevators,GaussianNB,centroid,-0.1906303723266078
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,GaussianNB,centroid,-0.2982428886268953
Original,original,,Agglo,4,70,Elevators,GaussianNB,centroid,-0.0610570257059481
Decoded,decoded,GNN,Agglo,4,70,Elevators,GaussianNB,centroid,0.0181628552624709
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Elevators,GaussianNB,centroid,-0.0190633595319697
Encoded,encoded,GNN,Agglo,1,70,Elevators,GaussianNB,centroid,-0.1566883874914348
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,GaussianNB,centroid,-0.3344487038088686
Original,original,,Agglo,2,70,Elevators,GaussianNB,centroid,-0.0610570257059481
Decoded,decoded,MLP,Agglo,2,70,Elevators,GaussianNB,closest,-0.1200397330588201
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Elevators,GaussianNB,closest,-0.0887193308034985
Encoded,encoded,MLP,Agglo,1,70,Elevators,GaussianNB,closest,-0.18642887853377
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,GaussianNB,closest,-0.290051973986578
Original,original,,Agglo,4,70,Elevators,GaussianNB,closest,0.0078686153312623
Decoded,decoded,GNN,Agglo,2,70,Elevators,GaussianNB,closest,-0.0864277827161192
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Elevators,GaussianNB,closest,-0.0454319552029744
Encoded,encoded,GNN,Agglo,1,70,Elevators,GaussianNB,closest,-0.1219896438786014
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,GaussianNB,closest,-0.3398098305156851
Original,original,,Agglo,4,70,Elevators,GaussianNB,closest,0.0078686153312623
Decoded,decoded,MLP,KIP,3,70,Elevators,GaussianNB,centroid,0.01485761138825272
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Elevators,GaussianNB,centroid,0.005723004371023322
Encoded,encoded,MLP,KIP,1,70,Elevators,GaussianNB,centroid,-0.07242581153354513
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Elevators,GaussianNB,centroid,-0.2589190210094026
Original,original,,KIP,4,70,Elevators,GaussianNB,centroid,0.03057666436974696
Decoded,decoded,GNN,KIP,3,70,Elevators,GaussianNB,centroid,0.01434231925293604
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Elevators,GaussianNB,centroid,-0.01066681793247568
Encoded,encoded,GNN,KIP,1,70,Elevators,GaussianNB,centroid,-0.11835036900047882
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Elevators,GaussianNB,centroid,-0.32417302831786177
Original,original,,KIP,4,70,Elevators,GaussianNB,centroid,0.03057666436974696
Decoded,decoded,MLP,KMeans,4,70,Elevators,GaussianNB,centroid,-0.03044000946270754
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Elevators,GaussianNB,centroid,-0.0894893683126921
Encoded,encoded,MLP,KMeans,1,70,Elevators,GaussianNB,centroid,-0.1970280136113443
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,GaussianNB,centroid,-0.301458275453749
Original,original,,KMeans,3,70,Elevators,GaussianNB,centroid,-0.05952094719899327
Decoded,decoded,GNN,KMeans,4,70,Elevators,GaussianNB,centroid,-0.01184346824997266
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Elevators,GaussianNB,centroid,-0.03337589832874904
Encoded,encoded,GNN,KMeans,1,70,Elevators,GaussianNB,centroid,-0.1631030461796895
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,GaussianNB,centroid,-0.3278779233353078
Original,original,,KMeans,2,70,Elevators,GaussianNB,centroid,-0.05952094719899327
Decoded,decoded,MLP,KMeans,2,70,Elevators,GaussianNB,closest,-0.08751148191288496
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Elevators,GaussianNB,closest,-0.06480369071384777
Encoded,encoded,MLP,KMeans,1,70,Elevators,GaussianNB,closest,-0.17545175082653658
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,GaussianNB,closest,-0.27956280743325335
Original,original,,KMeans,4,70,Elevators,GaussianNB,closest,0.01672836549773012
Decoded,decoded,GNN,KMeans,3,70,Elevators,GaussianNB,closest,-0.00930826188494816
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Elevators,GaussianNB,closest,-0.08580871020328698
Encoded,encoded,GNN,KMeans,1,70,Elevators,GaussianNB,closest,-0.16545196354408037
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,GaussianNB,closest,-0.33889875482884924
Original,original,,KMeans,4,70,Elevators,GaussianNB,closest,0.01672836549773012
Decoded,decoded,MLP,Agglo,3,70,Elevators,KNeighborsClassifier,centroid,0.0717762627595783
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Elevators,KNeighborsClassifier,centroid,0.0713707071534548
Encoded,encoded,MLP,Agglo,4,70,Elevators,KNeighborsClassifier,centroid,0.0757023646622509
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,KNeighborsClassifier,centroid,-0.0174388910633142
Original,original,,Agglo,1,70,Elevators,KNeighborsClassifier,centroid,0.0317425642239273
Decoded,decoded,GNN,Agglo,3,70,Elevators,KNeighborsClassifier,centroid,0.0557755264890513
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Elevators,KNeighborsClassifier,centroid,0.0589643465042826
Encoded,encoded,GNN,Agglo,2,70,Elevators,KNeighborsClassifier,centroid,0.0443891230188709
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,KNeighborsClassifier,centroid,-0.044603531468991
Original,original,,Agglo,1,70,Elevators,KNeighborsClassifier,centroid,0.0317425642239273
Decoded,decoded,MLP,Agglo,1,70,Elevators,KNeighborsClassifier,closest,0.0487602235916045
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Elevators,KNeighborsClassifier,closest,0.0622229504018642
Encoded,encoded,MLP,Agglo,4,70,Elevators,KNeighborsClassifier,closest,0.1062555688043794
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,KNeighborsClassifier,closest,0.0224284386513709
Original,original,,Agglo,2,70,Elevators,KNeighborsClassifier,closest,0.0530918811004006
Decoded,decoded,GNN,Agglo,2,70,Elevators,KNeighborsClassifier,closest,0.0519262879930256
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Elevators,KNeighborsClassifier,closest,0.0420372039115381
Encoded,encoded,GNN,Agglo,4,70,Elevators,KNeighborsClassifier,closest,0.0946623420886821
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,KNeighborsClassifier,closest,-0.029272315924783
Original,original,,Agglo,3,70,Elevators,KNeighborsClassifier,closest,0.0530918811004006
Decoded,decoded,MLP,KIP,2,70,Elevators,KNeighborsClassifier,centroid,0.16879740120776682
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Elevators,KNeighborsClassifier,centroid,0.1682041370717267
Encoded,encoded,MLP,KIP,3,70,Elevators,KNeighborsClassifier,centroid,0.2238909672349501
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Elevators,KNeighborsClassifier,centroid,0.1357271227700762
Original,original,,KIP,4,70,Elevators,KNeighborsClassifier,centroid,0.3087478647649041
Decoded,decoded,GNN,KIP,2,70,Elevators,KNeighborsClassifier,centroid,0.1629995742171815
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Elevators,KNeighborsClassifier,centroid,0.135264324153213
Encoded,encoded,GNN,KIP,3,70,Elevators,KNeighborsClassifier,centroid,0.16408506756394575
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Elevators,KNeighborsClassifier,centroid,0.01420455982046318
Original,original,,KIP,4,70,Elevators,KNeighborsClassifier,centroid,0.3087478647649041
Decoded,decoded,MLP,KMeans,3,70,Elevators,KNeighborsClassifier,centroid,0.05377889836533778
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Elevators,KNeighborsClassifier,centroid,0.04687909284998382
Encoded,encoded,MLP,KMeans,4,70,Elevators,KNeighborsClassifier,centroid,0.07535445661111256
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,KNeighborsClassifier,centroid,-0.020498256919982104
Original,original,,KMeans,1,70,Elevators,KNeighborsClassifier,centroid,0.030909506486361232
Decoded,decoded,GNN,KMeans,2,70,Elevators,KNeighborsClassifier,centroid,0.054411302157130984
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Elevators,KNeighborsClassifier,centroid,0.06406291876650408
Encoded,encoded,GNN,KMeans,3,70,Elevators,KNeighborsClassifier,centroid,0.056611618308458844
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,KNeighborsClassifier,centroid,-0.0424223300332636
Original,original,,KMeans,1,70,Elevators,KNeighborsClassifier,centroid,0.030909506486361232
Decoded,decoded,MLP,KMeans,2,70,Elevators,KNeighborsClassifier,closest,0.051245237755709806
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Elevators,KNeighborsClassifier,closest,0.05032712459052534
Encoded,encoded,MLP,KMeans,4,70,Elevators,KNeighborsClassifier,closest,0.0976199650676044
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,KNeighborsClassifier,closest,0.0043741346545748
Original,original,,KMeans,3,70,Elevators,KNeighborsClassifier,closest,0.05448138944766554
Decoded,decoded,GNN,KMeans,3,70,Elevators,KNeighborsClassifier,closest,0.06510370997413946
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Elevators,KNeighborsClassifier,closest,0.05158545946618358
Encoded,encoded,GNN,KMeans,4,70,Elevators,KNeighborsClassifier,closest,0.07465762914822194
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,KNeighborsClassifier,closest,-0.03591513470817692
Original,original,,KMeans,2,70,Elevators,KNeighborsClassifier,closest,0.05448138944766554
Decoded,decoded,MLP,Agglo,2,70,Elevators,LogisticRegression,centroid,0.1978109602043522
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Elevators,LogisticRegression,centroid,0.2234352535559247
Encoded,encoded,MLP,Agglo,3,70,Elevators,LogisticRegression,centroid,0.2152834968802781
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,LogisticRegression,centroid,0.0997351377004788
Original,original,,Agglo,1,70,Elevators,LogisticRegression,centroid,0.1930332316690163
Decoded,decoded,GNN,Agglo,3,70,Elevators,LogisticRegression,centroid,0.2210666727153446
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Elevators,LogisticRegression,centroid,0.2390971126868692
Encoded,encoded,GNN,Agglo,2,70,Elevators,LogisticRegression,centroid,0.2192926361999413
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,LogisticRegression,centroid,0.1211548729079717
Original,original,,Agglo,1,70,Elevators,LogisticRegression,centroid,0.1930332316690163
Decoded,decoded,MLP,Agglo,3,70,Elevators,LogisticRegression,closest,0.2035278332239918
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Elevators,LogisticRegression,closest,0.2019967616309097
Encoded,encoded,MLP,Agglo,4,70,Elevators,LogisticRegression,closest,0.2312733804664927
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,LogisticRegression,closest,0.1129930835694643
Original,original,,Agglo,1,70,Elevators,LogisticRegression,closest,0.1938799011739088
Decoded,decoded,GNN,Agglo,4,70,Elevators,LogisticRegression,closest,0.2235429956309934
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Elevators,LogisticRegression,closest,0.2158762963945227
Encoded,encoded,GNN,Agglo,3,70,Elevators,LogisticRegression,closest,0.2169301621976243
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,LogisticRegression,closest,0.1216813696067893
Original,original,,Agglo,1,70,Elevators,LogisticRegression,closest,0.1938799011739088
Decoded,decoded,MLP,KIP,3,70,Elevators,LogisticRegression,centroid,0.28707819195711953
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Elevators,LogisticRegression,centroid,0.28826989782387186
Encoded,encoded,MLP,KIP,1,70,Elevators,LogisticRegression,centroid,0.23726951047584482
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Elevators,LogisticRegression,centroid,0.11361519590737142
Original,original,,KIP,2,70,Elevators,LogisticRegression,centroid,0.2644598588796918
Decoded,decoded,GNN,KIP,3,70,Elevators,LogisticRegression,centroid,0.2596021307631105
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Elevators,LogisticRegression,centroid,0.25241813347105707
Encoded,encoded,GNN,KIP,2,70,Elevators,LogisticRegression,centroid,0.2544844258176184
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Elevators,LogisticRegression,centroid,0.11623895534679862
Original,original,,KIP,4,70,Elevators,LogisticRegression,centroid,0.2644598588796918
Decoded,decoded,MLP,KMeans,3,70,Elevators,LogisticRegression,centroid,0.20999637079326083
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Elevators,LogisticRegression,centroid,0.1822517831967727
Encoded,encoded,MLP,KMeans,4,70,Elevators,LogisticRegression,centroid,0.21206022040451705
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,LogisticRegression,centroid,0.09656568864197872
Original,original,,KMeans,2,70,Elevators,LogisticRegression,centroid,0.20115105177202994
Decoded,decoded,GNN,KMeans,3,70,Elevators,LogisticRegression,centroid,0.23300100501109697
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Elevators,LogisticRegression,centroid,0.24067852207534793
Encoded,encoded,GNN,KMeans,2,70,Elevators,LogisticRegression,centroid,0.21765739939420164
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,LogisticRegression,centroid,0.11695075096662522
Original,original,,KMeans,1,70,Elevators,LogisticRegression,centroid,0.20115105177202994
Decoded,decoded,MLP,KMeans,2,70,Elevators,LogisticRegression,closest,0.19241862201811805
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Elevators,LogisticRegression,closest,0.19829689004899428
Encoded,encoded,MLP,KMeans,4,70,Elevators,LogisticRegression,closest,0.21118249326502975
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,LogisticRegression,closest,0.10160697086863668
Original,original,,KMeans,1,70,Elevators,LogisticRegression,closest,0.1840495491408551
Decoded,decoded,GNN,KMeans,3,70,Elevators,LogisticRegression,closest,0.2138257945868985
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Elevators,LogisticRegression,closest,0.19322123504697025
Encoded,encoded,GNN,KMeans,4,70,Elevators,LogisticRegression,closest,0.22898663125863675
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,LogisticRegression,closest,0.11800819363213795
Original,original,,KMeans,1,70,Elevators,LogisticRegression,closest,0.1840495491408551
Decoded,decoded,MLP,Agglo,4,70,Elevators,MLPClassifier,centroid,0.2165145667219002
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Elevators,MLPClassifier,centroid,0.1984266548936336
Encoded,encoded,MLP,Agglo,3,70,Elevators,MLPClassifier,centroid,0.2100064363720215
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,MLPClassifier,centroid,0.1014395858319307
Original,original,,Agglo,2,70,Elevators,MLPClassifier,centroid,0.20561692691458
Decoded,decoded,GNN,Agglo,4,70,Elevators,MLPClassifier,centroid,0.2180162410099722
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Elevators,MLPClassifier,centroid,0.2105013063078634
Encoded,encoded,GNN,Agglo,1,70,Elevators,MLPClassifier,centroid,0.1828642861862155
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,MLPClassifier,centroid,0.1150102233740504
Original,original,,Agglo,2,70,Elevators,MLPClassifier,centroid,0.20561692691458
Decoded,decoded,MLP,Agglo,2,70,Elevators,MLPClassifier,closest,0.1921263611657929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Elevators,MLPClassifier,closest,0.2166908996875451
Encoded,encoded,MLP,Agglo,4,70,Elevators,MLPClassifier,closest,0.2201016080428836
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,MLPClassifier,closest,0.1088906381196867
Original,original,,Agglo,1,70,Elevators,MLPClassifier,closest,0.191869081305249
Decoded,decoded,GNN,Agglo,4,70,Elevators,MLPClassifier,closest,0.2222491072870145
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Elevators,MLPClassifier,closest,0.2013074892504712
Encoded,encoded,GNN,Agglo,2,70,Elevators,MLPClassifier,closest,0.1953939904150126
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,MLPClassifier,closest,0.1053963575647499
Original,original,,Agglo,1,70,Elevators,MLPClassifier,closest,0.191869081305249
Decoded,decoded,MLP,KIP,4,70,Elevators,MLPClassifier,centroid,0.28433301290030977
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Elevators,MLPClassifier,centroid,0.28039199299568707
Encoded,encoded,MLP,KIP,2,70,Elevators,MLPClassifier,centroid,0.25934632538288976
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Elevators,MLPClassifier,centroid,0.1207907942815613
Original,original,,KIP,1,70,Elevators,MLPClassifier,centroid,0.1917512051242447
Decoded,decoded,GNN,KIP,4,70,Elevators,MLPClassifier,centroid,0.2586087897826642
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Elevators,MLPClassifier,centroid,0.24142039485457784
Encoded,encoded,GNN,KIP,2,70,Elevators,MLPClassifier,centroid,0.23630595125946807
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Elevators,MLPClassifier,centroid,0.1128349834102621
Original,original,,KIP,1,70,Elevators,MLPClassifier,centroid,0.1917512051242447
Decoded,decoded,MLP,KMeans,2,70,Elevators,MLPClassifier,centroid,0.2020655022273523
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Elevators,MLPClassifier,centroid,0.17826265210906042
Encoded,encoded,MLP,KMeans,3,70,Elevators,MLPClassifier,centroid,0.2024952646066484
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,MLPClassifier,centroid,0.09645325710615295
Original,original,,KMeans,4,70,Elevators,MLPClassifier,centroid,0.21071194325491405
Decoded,decoded,GNN,KMeans,3,70,Elevators,MLPClassifier,centroid,0.22378167266038318
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Elevators,MLPClassifier,centroid,0.2304365575429598
Encoded,encoded,GNN,KMeans,1,70,Elevators,MLPClassifier,centroid,0.18702381895198716
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,MLPClassifier,centroid,0.11004297186242178
Original,original,,KMeans,2,70,Elevators,MLPClassifier,centroid,0.21071194325491405
Decoded,decoded,MLP,KMeans,1,70,Elevators,MLPClassifier,closest,0.19180712411434248
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Elevators,MLPClassifier,closest,0.20076063828158058
Encoded,encoded,MLP,KMeans,4,70,Elevators,MLPClassifier,closest,0.20438382129725935
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,MLPClassifier,closest,0.09955531713899546
Original,original,,KMeans,2,70,Elevators,MLPClassifier,closest,0.19430125108895452
Decoded,decoded,GNN,KMeans,4,70,Elevators,MLPClassifier,closest,0.21670603894464505
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Elevators,MLPClassifier,closest,0.1895009689562095
Encoded,encoded,GNN,KMeans,3,70,Elevators,MLPClassifier,closest,0.20405399551685469
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,MLPClassifier,closest,0.10819431980324219
Original,original,,KMeans,2,70,Elevators,MLPClassifier,closest,0.19430125108895452
Decoded,decoded,MLP,Agglo,1,70,Elevators,XGBClassifier,centroid,0.2066846457886174
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Elevators,XGBClassifier,centroid,0.2738969305008558
Encoded,encoded,MLP,Agglo,2,70,Elevators,XGBClassifier,centroid,0.2176196867850802
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,XGBClassifier,centroid,0.1595870928519736
Original,original,,Agglo,3,70,Elevators,XGBClassifier,centroid,0.2295894698427033
Decoded,decoded,GNN,Agglo,3,70,Elevators,XGBClassifier,centroid,0.241874270444992
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Elevators,XGBClassifier,centroid,0.2449767293491199
Encoded,encoded,GNN,Agglo,1,70,Elevators,XGBClassifier,centroid,0.2099651580875562
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,XGBClassifier,centroid,0.1151285298091426
Original,original,,Agglo,2,70,Elevators,XGBClassifier,centroid,0.2295894698427033
Decoded,decoded,MLP,Agglo,4,70,Elevators,XGBClassifier,closest,0.2532343421258427
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Elevators,XGBClassifier,closest,0.2462111739771649
Encoded,encoded,MLP,Agglo,2,70,Elevators,XGBClassifier,closest,0.2427618865000181
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Elevators,XGBClassifier,closest,0.1653329598482968
Original,original,,Agglo,1,70,Elevators,XGBClassifier,closest,0.1916998841548385
Decoded,decoded,GNN,Agglo,4,70,Elevators,XGBClassifier,closest,0.2465173551250659
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Elevators,XGBClassifier,closest,0.2075567981493051
Encoded,encoded,GNN,Agglo,3,70,Elevators,XGBClassifier,closest,0.2341070776887167
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Elevators,XGBClassifier,closest,0.1243183824445539
Original,original,,Agglo,1,70,Elevators,XGBClassifier,closest,0.1916998841548385
Decoded,decoded,MLP,KIP,2,70,Elevators,XGBClassifier,centroid,0.28936398267005864
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Elevators,XGBClassifier,centroid,0.2627811851905525
Encoded,encoded,MLP,KIP,3,70,Elevators,XGBClassifier,centroid,0.29720336878790266
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Elevators,XGBClassifier,centroid,0.17188329240608907
Original,original,,KIP,4,70,Elevators,XGBClassifier,centroid,0.3282010068190473
Decoded,decoded,GNN,KIP,2,70,Elevators,XGBClassifier,centroid,0.26746244310465034
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Elevators,XGBClassifier,centroid,0.2576596979896314
Encoded,encoded,GNN,KIP,3,70,Elevators,XGBClassifier,centroid,0.2842302128776345
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Elevators,XGBClassifier,centroid,0.11506729357956244
Original,original,,KIP,4,70,Elevators,XGBClassifier,centroid,0.3282010068190473
Decoded,decoded,MLP,KMeans,3,70,Elevators,XGBClassifier,centroid,0.23454739533950755
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Elevators,XGBClassifier,centroid,0.2131371594342232
Encoded,encoded,MLP,KMeans,2,70,Elevators,XGBClassifier,centroid,0.21863569568509905
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,XGBClassifier,centroid,0.1349439728263126
Original,original,,KMeans,4,70,Elevators,XGBClassifier,centroid,0.4147627029830792
Decoded,decoded,GNN,KMeans,2,70,Elevators,XGBClassifier,centroid,0.2437679102716927
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Elevators,XGBClassifier,centroid,0.2768437804579551
Encoded,encoded,GNN,KMeans,1,70,Elevators,XGBClassifier,centroid,0.2227798774038313
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,XGBClassifier,centroid,0.12608407124609983
Original,original,,KMeans,4,70,Elevators,XGBClassifier,centroid,0.4147627029830792
Decoded,decoded,MLP,KMeans,1,70,Elevators,XGBClassifier,closest,0.20890558575148693
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Elevators,XGBClassifier,closest,0.2197938822090638
Encoded,encoded,MLP,KMeans,4,70,Elevators,XGBClassifier,closest,0.22750832167665322
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Elevators,XGBClassifier,closest,0.1427780571060977
Original,original,,KMeans,2,70,Elevators,XGBClassifier,closest,0.21133524140594137
Decoded,decoded,GNN,KMeans,4,70,Elevators,XGBClassifier,closest,0.25037841869145333
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Elevators,XGBClassifier,closest,0.21724502356225192
Encoded,encoded,GNN,KMeans,3,70,Elevators,XGBClassifier,closest,0.23361577402859282
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Elevators,XGBClassifier,closest,0.11295406929325613
Original,original,,KMeans,1,70,Elevators,XGBClassifier,closest,0.21133524140594137
Decoded,decoded,MLP,Agglo,3,70,Higgs,GaussianNB,centroid,0.1351626405053071
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Higgs,GaussianNB,centroid,0.1531106846826223
Encoded,encoded,MLP,Agglo,1,70,Higgs,GaussianNB,centroid,0.0738888736775128
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,GaussianNB,centroid,0.0240921477852919
Original,original,,Agglo,2,70,Higgs,GaussianNB,centroid,0.1341045155247777
Decoded,decoded,GNN,Agglo,2,70,Higgs,GaussianNB,centroid,0.1097407005950489
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,GaussianNB,centroid,0.1341438415601502
Encoded,encoded,GNN,Agglo,1,70,Higgs,GaussianNB,centroid,0.0281934980514751
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,GaussianNB,centroid,-0.018456767782779
Original,original,,Agglo,3,70,Higgs,GaussianNB,centroid,0.1341045155247777
Decoded,decoded,MLP,Agglo,3,70,Higgs,GaussianNB,closest,0.1252577293499255
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Higgs,GaussianNB,closest,0.1275839696517432
Encoded,encoded,MLP,Agglo,2,70,Higgs,GaussianNB,closest,0.1056210547632489
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,GaussianNB,closest,0.0301233029959113
Original,original,,Agglo,1,70,Higgs,GaussianNB,closest,0.1038228395742641
Decoded,decoded,GNN,Agglo,4,70,Higgs,GaussianNB,closest,0.1259288496769999
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Higgs,GaussianNB,closest,0.1157424634450985
Encoded,encoded,GNN,Agglo,1,70,Higgs,GaussianNB,closest,0.0741195486955499
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,GaussianNB,closest,-0.0161400210562471
Original,original,,Agglo,2,70,Higgs,GaussianNB,closest,0.1038228395742641
Decoded,decoded,MLP,KIP,3,70,Higgs,GaussianNB,centroid,0.14784158064633457
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Higgs,GaussianNB,centroid,0.1470253532215143
Encoded,encoded,MLP,KIP,1,70,Higgs,GaussianNB,centroid,0.13237932541986192
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Higgs,GaussianNB,centroid,0.08538794473745807
Original,original,,KIP,4,70,Higgs,GaussianNB,centroid,0.14902013571600276
Decoded,decoded,GNN,KIP,4,70,Higgs,GaussianNB,centroid,0.1505528703023267
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Higgs,GaussianNB,centroid,0.14464069913957717
Encoded,encoded,GNN,KIP,1,70,Higgs,GaussianNB,centroid,0.1068894844413347
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Higgs,GaussianNB,centroid,0.015152003928705502
Original,original,,KIP,3,70,Higgs,GaussianNB,centroid,0.14902013571600276
Decoded,decoded,MLP,KMeans,4,70,Higgs,GaussianNB,centroid,0.1472693318192233
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Higgs,GaussianNB,centroid,0.13105153889126414
Encoded,encoded,MLP,KMeans,1,70,Higgs,GaussianNB,centroid,0.05972073107948518
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,GaussianNB,centroid,0.009603028035565158
Original,original,,KMeans,3,70,Higgs,GaussianNB,centroid,0.1370186218994085
Decoded,decoded,GNN,KMeans,4,70,Higgs,GaussianNB,centroid,0.14915666716031156
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Higgs,GaussianNB,centroid,0.13542255070551562
Encoded,encoded,GNN,KMeans,1,70,Higgs,GaussianNB,centroid,0.029487428352977473
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,GaussianNB,centroid,-0.0305109929471852
Original,original,,KMeans,3,70,Higgs,GaussianNB,centroid,0.1370186218994085
Decoded,decoded,MLP,KMeans,3,70,Higgs,GaussianNB,closest,0.12251436272631214
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Higgs,GaussianNB,closest,0.13634739469102292
Encoded,encoded,MLP,KMeans,1,70,Higgs,GaussianNB,closest,0.07955640609327837
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,GaussianNB,closest,0.010345400474370681
Original,original,,KMeans,2,70,Higgs,GaussianNB,closest,0.11275916713932824
Decoded,decoded,GNN,KMeans,4,70,Higgs,GaussianNB,closest,0.12325437748913601
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Higgs,GaussianNB,closest,0.11801907938285594
Encoded,encoded,GNN,KMeans,1,70,Higgs,GaussianNB,closest,0.047376694096288176
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,GaussianNB,closest,-0.025322213359805463
Original,original,,KMeans,2,70,Higgs,GaussianNB,closest,0.11275916713932824
Decoded,decoded,MLP,Agglo,4,70,Higgs,KNeighborsClassifier,centroid,0.1310863608810201
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Higgs,KNeighborsClassifier,centroid,0.1062870483612341
Encoded,encoded,MLP,Agglo,3,70,Higgs,KNeighborsClassifier,centroid,0.1129351047831324
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Higgs,KNeighborsClassifier,centroid,0.0569961172929297
Original,original,,Agglo,0,70,Higgs,KNeighborsClassifier,centroid,0.0528874196177061
Decoded,decoded,GNN,Agglo,3,70,Higgs,KNeighborsClassifier,centroid,0.1229449300282404
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,KNeighborsClassifier,centroid,0.1351035084996116
Encoded,encoded,GNN,Agglo,2,70,Higgs,KNeighborsClassifier,centroid,0.0844887110564528
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,KNeighborsClassifier,centroid,0.0314341997484501
Original,original,,Agglo,1,70,Higgs,KNeighborsClassifier,centroid,0.0528874196177061
Decoded,decoded,MLP,Agglo,1,70,Higgs,KNeighborsClassifier,closest,0.1083618003869869
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Higgs,KNeighborsClassifier,closest,0.1130082300510658
Encoded,encoded,MLP,Agglo,4,70,Higgs,KNeighborsClassifier,closest,0.1350640009199103
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,KNeighborsClassifier,closest,0.0895556487668635
Original,original,,Agglo,2,70,Higgs,KNeighborsClassifier,closest,0.1118680376763369
Decoded,decoded,GNN,Agglo,2,70,Higgs,KNeighborsClassifier,closest,0.1049393505793584
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,KNeighborsClassifier,closest,0.1265275244746888
Encoded,encoded,GNN,Agglo,1,70,Higgs,KNeighborsClassifier,closest,0.1019972742790462
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,KNeighborsClassifier,closest,0.0570757063391933
Original,original,,Agglo,3,70,Higgs,KNeighborsClassifier,closest,0.1118680376763369
Decoded,decoded,MLP,KIP,2,70,Higgs,KNeighborsClassifier,centroid,0.16453844348774477
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Higgs,KNeighborsClassifier,centroid,0.17765563049007727
Encoded,encoded,MLP,KIP,3,70,Higgs,KNeighborsClassifier,centroid,0.16666142013257326
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Higgs,KNeighborsClassifier,centroid,0.14615870188725102
Original,original,,KIP,1,70,Higgs,KNeighborsClassifier,centroid,0.1593870839996083
Decoded,decoded,GNN,KIP,3,70,Higgs,KNeighborsClassifier,centroid,0.16156320256777515
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Higgs,KNeighborsClassifier,centroid,0.16304605372589842
Encoded,encoded,GNN,KIP,1,70,Higgs,KNeighborsClassifier,centroid,0.15216135306332185
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Higgs,KNeighborsClassifier,centroid,0.12222249104290964
Original,original,,KIP,2,70,Higgs,KNeighborsClassifier,centroid,0.1593870839996083
Decoded,decoded,MLP,KMeans,4,70,Higgs,KNeighborsClassifier,centroid,0.11822707259315386
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Higgs,KNeighborsClassifier,centroid,0.10765672298943332
Encoded,encoded,MLP,KMeans,3,70,Higgs,KNeighborsClassifier,centroid,0.10802708540593317
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,KNeighborsClassifier,centroid,0.043333888795405624
Original,original,,KMeans,1,70,Higgs,KNeighborsClassifier,centroid,0.05378410877681098
Decoded,decoded,GNN,KMeans,4,70,Higgs,KNeighborsClassifier,centroid,0.14443745208611034
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Higgs,KNeighborsClassifier,centroid,0.12417888343424517
Encoded,encoded,GNN,KMeans,2,70,Higgs,KNeighborsClassifier,centroid,0.0777441147826881
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,KNeighborsClassifier,centroid,0.025043619177015218
Original,original,,KMeans,1,70,Higgs,KNeighborsClassifier,centroid,0.05378410877681098
Decoded,decoded,MLP,KMeans,2,70,Higgs,KNeighborsClassifier,closest,0.11324410963280866
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Higgs,KNeighborsClassifier,closest,0.12080500257780913
Encoded,encoded,MLP,KMeans,4,70,Higgs,KNeighborsClassifier,closest,0.12142779064039444
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,KNeighborsClassifier,closest,0.0642030791084007
Original,original,,KMeans,1,70,Higgs,KNeighborsClassifier,closest,0.11317079105561675
Decoded,decoded,GNN,KMeans,2,70,Higgs,KNeighborsClassifier,closest,0.10691242193515182
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Higgs,KNeighborsClassifier,closest,0.1272861062504403
Encoded,encoded,GNN,KMeans,1,70,Higgs,KNeighborsClassifier,closest,0.0875281608548086
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,KNeighborsClassifier,closest,0.05325621139648075
Original,original,,KMeans,3,70,Higgs,KNeighborsClassifier,closest,0.11317079105561675
Decoded,decoded,MLP,Agglo,3,70,Higgs,LogisticRegression,centroid,0.1435311617252351
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Higgs,LogisticRegression,centroid,0.1512301370476888
Encoded,encoded,MLP,Agglo,2,70,Higgs,LogisticRegression,centroid,0.1259245354100583
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Higgs,LogisticRegression,centroid,0.0611376174931182
Original,original,,Agglo,0,70,Higgs,LogisticRegression,centroid,0.0488874112044045
Decoded,decoded,GNN,Agglo,3,70,Higgs,LogisticRegression,centroid,0.1397136957886756
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,LogisticRegression,centroid,0.1562115588604876
Encoded,encoded,GNN,Agglo,2,70,Higgs,LogisticRegression,centroid,0.0874181615578048
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,LogisticRegression,centroid,0.0334075684537141
Original,original,,Agglo,1,70,Higgs,LogisticRegression,centroid,0.0488874112044045
Decoded,decoded,MLP,Agglo,3,70,Higgs,LogisticRegression,closest,0.1266700329173919
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Higgs,LogisticRegression,closest,0.1290490206439265
Encoded,encoded,MLP,Agglo,2,70,Higgs,LogisticRegression,closest,0.1263559318495365
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,LogisticRegression,closest,0.0523476099649254
Original,original,,Agglo,1,70,Higgs,LogisticRegression,closest,0.1165913641554636
Decoded,decoded,GNN,Agglo,3,70,Higgs,LogisticRegression,closest,0.1343169325057908
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,LogisticRegression,closest,0.162120846166282
Encoded,encoded,GNN,Agglo,1,70,Higgs,LogisticRegression,closest,0.099369851272762
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,LogisticRegression,closest,0.0538351058195969
Original,original,,Agglo,2,70,Higgs,LogisticRegression,closest,0.1165913641554636
Decoded,decoded,MLP,KIP,3,70,Higgs,LogisticRegression,centroid,0.18500262966284375
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Higgs,LogisticRegression,centroid,0.2011705601731725
Encoded,encoded,MLP,KIP,2,70,Higgs,LogisticRegression,centroid,0.17568232002658654
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Higgs,LogisticRegression,centroid,0.1263645768330554
Original,original,,KIP,1,70,Higgs,LogisticRegression,centroid,0.14581057335589018
Decoded,decoded,GNN,KIP,4,70,Higgs,LogisticRegression,centroid,0.18420413311369183
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Higgs,LogisticRegression,centroid,0.17977659010210542
Encoded,encoded,GNN,KIP,1,70,Higgs,LogisticRegression,centroid,0.14433905013743456
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Higgs,LogisticRegression,centroid,0.061081454504950825
Original,original,,KIP,2,70,Higgs,LogisticRegression,centroid,0.14581057335589018
Decoded,decoded,MLP,KMeans,4,70,Higgs,LogisticRegression,centroid,0.1433220589810175
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Higgs,LogisticRegression,centroid,0.14110175080911444
Encoded,encoded,MLP,KMeans,2,70,Higgs,LogisticRegression,centroid,0.12218028131011605
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Higgs,LogisticRegression,centroid,0.06294151386364247
Original,original,,KMeans,0,70,Higgs,LogisticRegression,centroid,0.05902383080861582
Decoded,decoded,GNN,KMeans,3,70,Higgs,LogisticRegression,centroid,0.14940739226071667
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Higgs,LogisticRegression,centroid,0.15479961545701873
Encoded,encoded,GNN,KMeans,2,70,Higgs,LogisticRegression,centroid,0.0848914269462725
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,LogisticRegression,centroid,0.0314908050602676
Original,original,,KMeans,1,70,Higgs,LogisticRegression,centroid,0.05902383080861582
Decoded,decoded,MLP,KMeans,3,70,Higgs,LogisticRegression,closest,0.13545244815053512
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Higgs,LogisticRegression,closest,0.13123975356268877
Encoded,encoded,MLP,KMeans,1,70,Higgs,LogisticRegression,closest,0.12068498732745388
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,LogisticRegression,closest,0.05986923374453459
Original,original,,KMeans,4,70,Higgs,LogisticRegression,closest,0.1373829729463179
Decoded,decoded,GNN,KMeans,2,70,Higgs,LogisticRegression,closest,0.1268119811943967
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Higgs,LogisticRegression,closest,0.15631248169189496
Encoded,encoded,GNN,KMeans,1,70,Higgs,LogisticRegression,closest,0.09440686032958781
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,LogisticRegression,closest,0.046711221853153816
Original,original,,KMeans,3,70,Higgs,LogisticRegression,closest,0.1373829729463179
Decoded,decoded,MLP,Agglo,3,70,Higgs,MLPClassifier,centroid,0.239448977764572
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Higgs,MLPClassifier,centroid,0.2462859126221689
Encoded,encoded,MLP,Agglo,1,70,Higgs,MLPClassifier,centroid,0.2114583210027988
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,MLPClassifier,centroid,0.1638498989056952
Original,original,,Agglo,2,70,Higgs,MLPClassifier,centroid,0.2180573362947822
Decoded,decoded,GNN,Agglo,3,70,Higgs,MLPClassifier,centroid,0.2411301108968516
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,MLPClassifier,centroid,0.2433278358486929
Encoded,encoded,GNN,Agglo,1,70,Higgs,MLPClassifier,centroid,0.1901237280820024
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,MLPClassifier,centroid,0.1489439839045915
Original,original,,Agglo,2,70,Higgs,MLPClassifier,centroid,0.2180573362947822
Decoded,decoded,MLP,Agglo,2,70,Higgs,MLPClassifier,closest,0.2219909745440927
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Higgs,MLPClassifier,closest,0.229627110555134
Encoded,encoded,MLP,Agglo,3,70,Higgs,MLPClassifier,closest,0.2222143190919332
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,MLPClassifier,closest,0.1678648078712815
Original,original,,Agglo,1,70,Higgs,MLPClassifier,closest,0.2182621948182918
Decoded,decoded,GNN,Agglo,3,70,Higgs,MLPClassifier,closest,0.2206911124044664
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,MLPClassifier,closest,0.248918645796771
Encoded,encoded,GNN,Agglo,1,70,Higgs,MLPClassifier,closest,0.1999458299518337
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,MLPClassifier,closest,0.1662374641158631
Original,original,,Agglo,2,70,Higgs,MLPClassifier,closest,0.2182621948182918
Decoded,decoded,MLP,KIP,3,70,Higgs,MLPClassifier,centroid,0.2692101784832168
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Higgs,MLPClassifier,centroid,0.28077021694457677
Encoded,encoded,MLP,KIP,2,70,Higgs,MLPClassifier,centroid,0.2633661491118704
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Higgs,MLPClassifier,centroid,0.23555460602110415
Original,original,,KIP,1,70,Higgs,MLPClassifier,centroid,0.2421730824817204
Decoded,decoded,GNN,KIP,4,70,Higgs,MLPClassifier,centroid,0.26735630401328203
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Higgs,MLPClassifier,centroid,0.26356758159363514
Encoded,encoded,GNN,KIP,2,70,Higgs,MLPClassifier,centroid,0.24419550047560445
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Higgs,MLPClassifier,centroid,0.18148757898212559
Original,original,,KIP,1,70,Higgs,MLPClassifier,centroid,0.2421730824817204
Decoded,decoded,MLP,KMeans,3,70,Higgs,MLPClassifier,centroid,0.23538938946006685
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Higgs,MLPClassifier,centroid,0.24098514813510957
Encoded,encoded,MLP,KMeans,1,70,Higgs,MLPClassifier,centroid,0.20923271318153658
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,MLPClassifier,centroid,0.16322923259428695
Original,original,,KMeans,2,70,Higgs,MLPClassifier,centroid,0.22573042871045934
Decoded,decoded,GNN,KMeans,4,70,Higgs,MLPClassifier,centroid,0.24708274109830136
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Higgs,MLPClassifier,centroid,0.24058659570814492
Encoded,encoded,GNN,KMeans,1,70,Higgs,MLPClassifier,centroid,0.18477953056344731
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,MLPClassifier,centroid,0.1416470260262886
Original,original,,KMeans,2,70,Higgs,MLPClassifier,centroid,0.22573042871045934
Decoded,decoded,MLP,KMeans,2,70,Higgs,MLPClassifier,closest,0.2296147100570074
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Higgs,MLPClassifier,closest,0.23244322300522896
Encoded,encoded,MLP,KMeans,1,70,Higgs,MLPClassifier,closest,0.2176182189077977
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,MLPClassifier,closest,0.16941961027706154
Original,original,,KMeans,4,70,Higgs,MLPClassifier,closest,0.23271520483062505
Decoded,decoded,GNN,KMeans,2,70,Higgs,MLPClassifier,closest,0.2270724202127285
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Higgs,MLPClassifier,closest,0.24024623905876363
Encoded,encoded,GNN,KMeans,1,70,Higgs,MLPClassifier,closest,0.19197309185770678
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,MLPClassifier,closest,0.15708014992608982
Original,original,,KMeans,3,70,Higgs,MLPClassifier,closest,0.23271520483062505
Decoded,decoded,MLP,Agglo,4,70,Higgs,XGBClassifier,centroid,0.2662185372248646
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Higgs,XGBClassifier,centroid,0.2434837061475494
Encoded,encoded,MLP,Agglo,2,70,Higgs,XGBClassifier,centroid,0.253252386017142
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,XGBClassifier,centroid,0.194783598186317
Original,original,,Agglo,3,70,Higgs,XGBClassifier,centroid,0.2552564382072318
Decoded,decoded,GNN,Agglo,2,70,Higgs,XGBClassifier,centroid,0.2500901986433302
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,XGBClassifier,centroid,0.2662242853034154
Encoded,encoded,GNN,Agglo,1,70,Higgs,XGBClassifier,centroid,0.229993838265082
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,XGBClassifier,centroid,0.1845528138589458
Original,original,,Agglo,3,70,Higgs,XGBClassifier,centroid,0.2552564382072318
Decoded,decoded,MLP,Agglo,2,70,Higgs,XGBClassifier,closest,0.2403536207660012
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Higgs,XGBClassifier,closest,0.2445415322283473
Encoded,encoded,MLP,Agglo,4,70,Higgs,XGBClassifier,closest,0.2604479282590528
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Higgs,XGBClassifier,closest,0.2156631599281736
Original,original,,Agglo,1,70,Higgs,XGBClassifier,closest,0.2216059546398592
Decoded,decoded,GNN,Agglo,2,70,Higgs,XGBClassifier,closest,0.2276843424187874
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Higgs,XGBClassifier,closest,0.271970157002607
Encoded,encoded,GNN,Agglo,3,70,Higgs,XGBClassifier,closest,0.2456467286350591
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Higgs,XGBClassifier,closest,0.1924311200562161
Original,original,,Agglo,1,70,Higgs,XGBClassifier,closest,0.2216059546398592
Decoded,decoded,MLP,KIP,1,70,Higgs,XGBClassifier,centroid,0.28930144525170726
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,Higgs,XGBClassifier,centroid,0.3007847820852099
Encoded,encoded,MLP,KIP,2,70,Higgs,XGBClassifier,centroid,0.29126307970142007
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Higgs,XGBClassifier,centroid,0.2816534676412944
Original,original,,KIP,3,70,Higgs,XGBClassifier,centroid,0.29729706870575645
Decoded,decoded,GNN,KIP,2,70,Higgs,XGBClassifier,centroid,0.2779380225747573
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Higgs,XGBClassifier,centroid,0.27413772663082736
Encoded,encoded,GNN,KIP,3,70,Higgs,XGBClassifier,centroid,0.2828042483637991
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Higgs,XGBClassifier,centroid,0.23502951433047295
Original,original,,KIP,4,70,Higgs,XGBClassifier,centroid,0.29729706870575645
Decoded,decoded,MLP,KMeans,3,70,Higgs,XGBClassifier,centroid,0.25334287719661275
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Higgs,XGBClassifier,centroid,0.24365526063122517
Encoded,encoded,MLP,KMeans,2,70,Higgs,XGBClassifier,centroid,0.24852180461747247
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,XGBClassifier,centroid,0.19660550813732888
Original,original,,KMeans,4,70,Higgs,XGBClassifier,centroid,0.3083000509320818
Decoded,decoded,GNN,KMeans,3,70,Higgs,XGBClassifier,centroid,0.2628926014633376
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Higgs,XGBClassifier,centroid,0.24833912349603054
Encoded,encoded,GNN,KMeans,1,70,Higgs,XGBClassifier,centroid,0.23854679952118496
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,XGBClassifier,centroid,0.18640828848292393
Original,original,,KMeans,4,70,Higgs,XGBClassifier,centroid,0.3083000509320818
Decoded,decoded,MLP,KMeans,2,70,Higgs,XGBClassifier,closest,0.23810452080219352
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Higgs,XGBClassifier,closest,0.23681686909141142
Encoded,encoded,MLP,KMeans,4,70,Higgs,XGBClassifier,closest,0.2589169583303309
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Higgs,XGBClassifier,closest,0.21605434233461893
Original,original,,KMeans,3,70,Higgs,XGBClassifier,closest,0.24559907603743064
Decoded,decoded,GNN,KMeans,1,70,Higgs,XGBClassifier,closest,0.22812067290292118
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Higgs,XGBClassifier,closest,0.26113510591758526
Encoded,encoded,GNN,KMeans,2,70,Higgs,XGBClassifier,closest,0.23196421287351984
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Higgs,XGBClassifier,closest,0.21214250287352598
Original,original,,KMeans,3,70,Higgs,XGBClassifier,closest,0.24559907603743064
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,GaussianNB,centroid,0.1878612716763006
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,HomeEquityCredit,GaussianNB,centroid,0.0674373795761078
Encoded,encoded,MLP,Agglo,1,70,HomeEquityCredit,GaussianNB,centroid,0.0134874759152213
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,GaussianNB,centroid,0.0096339113680153
Original,original,,Agglo,3,70,HomeEquityCredit,GaussianNB,centroid,0.0886319845857416
Decoded,decoded,GNN,Agglo,3,70,HomeEquityCredit,GaussianNB,centroid,0.1242774566473988
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,HomeEquityCredit,GaussianNB,centroid,0.1820809248554911
Encoded,encoded,GNN,Agglo,1,70,HomeEquityCredit,GaussianNB,centroid,0.0279383429672445
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,GaussianNB,centroid,0.0125240847784199
Original,original,,Agglo,2,70,HomeEquityCredit,GaussianNB,centroid,0.0886319845857416
Decoded,decoded,MLP,Agglo,3,70,HomeEquityCredit,GaussianNB,closest,0.0645472061657032
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,HomeEquityCredit,GaussianNB,closest,0.0279383429672445
Encoded,encoded,MLP,Agglo,2,70,HomeEquityCredit,GaussianNB,closest,0.0337186897880537
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,GaussianNB,closest,-0.0009633911368015
Original,original,,Agglo,4,70,HomeEquityCredit,GaussianNB,closest,0.1464354527938342
Decoded,decoded,GNN,Agglo,3,70,HomeEquityCredit,GaussianNB,closest,0.0847784200385356
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,HomeEquityCredit,GaussianNB,closest,0.0732177263969171
Encoded,encoded,GNN,Agglo,1,70,HomeEquityCredit,GaussianNB,closest,0.0462427745664738
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,GaussianNB,closest,0.0105973025048169
Original,original,,Agglo,4,70,HomeEquityCredit,GaussianNB,closest,0.1464354527938342
Decoded,decoded,MLP,KIP,2,70,HomeEquityCredit,GaussianNB,centroid,0.20250481695568395
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,HomeEquityCredit,GaussianNB,centroid,0.20366088631984575
Encoded,encoded,MLP,KIP,1,70,HomeEquityCredit,GaussianNB,centroid,0.09479768786127155
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,HomeEquityCredit,GaussianNB,centroid,0.06339113680154132
Original,original,,KIP,4,70,HomeEquityCredit,GaussianNB,centroid,0.24932562620423887
Decoded,decoded,GNN,KIP,2,70,HomeEquityCredit,GaussianNB,centroid,0.2011560693641618
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,HomeEquityCredit,GaussianNB,centroid,0.24508670520231207
Encoded,encoded,GNN,KIP,1,70,HomeEquityCredit,GaussianNB,centroid,0.06608863198458566
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,HomeEquityCredit,GaussianNB,centroid,0.0302504816955683
Original,original,,KIP,4,70,HomeEquityCredit,GaussianNB,centroid,0.24932562620423887
Decoded,decoded,MLP,KMeans,4,70,HomeEquityCredit,GaussianNB,centroid,0.12736030828516362
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,HomeEquityCredit,GaussianNB,centroid,0.10963391136801529
Encoded,encoded,MLP,KMeans,1,70,HomeEquityCredit,GaussianNB,centroid,0.01194605009633902
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,GaussianNB,centroid,0.004816955684007659
Original,original,,KMeans,2,70,HomeEquityCredit,GaussianNB,centroid,0.06551059730250464
Decoded,decoded,GNN,KMeans,3,70,HomeEquityCredit,GaussianNB,centroid,0.10886319845857409
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,HomeEquityCredit,GaussianNB,centroid,0.14682080924855478
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,GaussianNB,centroid,0.030057803468207984
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,GaussianNB,centroid,0.011560693641618361
Original,original,,KMeans,2,70,HomeEquityCredit,GaussianNB,centroid,0.06551059730250464
Decoded,decoded,MLP,KMeans,2,70,HomeEquityCredit,GaussianNB,closest,0.09267822736030824
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,HomeEquityCredit,GaussianNB,closest,0.10211946050096332
Encoded,encoded,MLP,KMeans,1,70,HomeEquityCredit,GaussianNB,closest,0.013680154142581802
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,GaussianNB,closest,0.009826589595375659
Original,original,,KMeans,4,70,HomeEquityCredit,GaussianNB,closest,0.11734104046242762
Decoded,decoded,GNN,KMeans,2,70,HomeEquityCredit,GaussianNB,closest,0.0747591522157995
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,HomeEquityCredit,GaussianNB,closest,0.09614643545279375
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,GaussianNB,closest,0.0341040462427744
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,GaussianNB,closest,0.012331406551059621
Original,original,,KMeans,4,70,HomeEquityCredit,GaussianNB,closest,0.11734104046242762
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0429268292682926
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0263414634146341
Encoded,encoded,MLP,Agglo,2,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0204878048780488
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0126829268292681
Original,original,,Agglo,0,70,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0078048780487806
Decoded,decoded,GNN,Agglo,4,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0839024390243902
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0751219512195122
Encoded,encoded,GNN,Agglo,2,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0575609756097562
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170731
Original,original,,Agglo,0,70,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0078048780487806
Decoded,decoded,MLP,Agglo,2,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0380487804878049
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0273170731707316
Encoded,encoded,MLP,Agglo,4,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0565853658536584
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0302439024390243
Original,original,,Agglo,3,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0458536585365853
Decoded,decoded,GNN,Agglo,4,70,HomeEquityCredit,KNeighborsClassifier,closest,0.1034146341463414
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,KNeighborsClassifier,closest,0.022439024390244
Encoded,encoded,GNN,Agglo,3,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0692682926829268
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0273170731707316
Original,original,,Agglo,2,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0458536585365853
Decoded,decoded,MLP,KIP,3,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.1668292682926829
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.16058536585365854
Encoded,encoded,MLP,KIP,1,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.13717073170731703
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.12995121951219504
Original,original,,KIP,4,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.23824390243902444
Decoded,decoded,GNN,KIP,2,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.14926829268292677
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.15473170731707325
Encoded,encoded,GNN,KIP,1,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.12429268292682924
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.09268292682926832
Original,original,,KIP,4,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.23824390243902444
Decoded,decoded,MLP,KMeans,3,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.02887804878048774
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.029463414634146323
Encoded,encoded,MLP,KMeans,2,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.022439024390243877
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.007024390243902459
Original,original,,KMeans,0,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0040975609756098
Decoded,decoded,GNN,KMeans,3,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.062243902439024314
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0663414634146341
Encoded,encoded,GNN,KMeans,2,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.027902439024390296
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.01248780487804874
Original,original,,KMeans,0,70,HomeEquityCredit,KNeighborsClassifier,centroid,0.0040975609756098
Decoded,decoded,MLP,KMeans,2,70,HomeEquityCredit,KNeighborsClassifier,closest,0.03473170731707305
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,HomeEquityCredit,KNeighborsClassifier,closest,0.03024390243902434
Encoded,encoded,MLP,KMeans,4,70,HomeEquityCredit,KNeighborsClassifier,closest,0.04039024390243904
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,HomeEquityCredit,KNeighborsClassifier,closest,0.0359024390243902
Original,original,,KMeans,0,70,HomeEquityCredit,KNeighborsClassifier,closest,0.02985365853658526
Decoded,decoded,GNN,KMeans,4,70,HomeEquityCredit,KNeighborsClassifier,closest,0.04507317073170726
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,HomeEquityCredit,KNeighborsClassifier,closest,0.044682926829268256
Encoded,encoded,GNN,KMeans,2,70,HomeEquityCredit,KNeighborsClassifier,closest,0.04019512195121948
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,HomeEquityCredit,KNeighborsClassifier,closest,0.03082926829268286
Original,original,,KMeans,0,70,HomeEquityCredit,KNeighborsClassifier,closest,0.02985365853658526
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,LogisticRegression,centroid,0.1835793357933578
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,HomeEquityCredit,LogisticRegression,centroid,0.1162361623616235
Encoded,encoded,MLP,Agglo,0,70,HomeEquityCredit,LogisticRegression,centroid,0.0922509225092252
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,HomeEquityCredit,LogisticRegression,centroid,0.1060885608856088
Original,original,,Agglo,1,70,HomeEquityCredit,LogisticRegression,centroid,0.0950184501845019
Decoded,decoded,GNN,Agglo,3,70,HomeEquityCredit,LogisticRegression,centroid,0.1494464944649446
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,HomeEquityCredit,LogisticRegression,centroid,0.1752767527675277
Encoded,encoded,GNN,Agglo,2,70,HomeEquityCredit,LogisticRegression,centroid,0.1134686346863468
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,LogisticRegression,centroid,0.0498154981549814
Original,original,,Agglo,1,70,HomeEquityCredit,LogisticRegression,centroid,0.0950184501845019
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,LogisticRegression,closest,0.1540590405904059
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,HomeEquityCredit,LogisticRegression,closest,0.0950184501845019
Encoded,encoded,MLP,Agglo,2,70,HomeEquityCredit,LogisticRegression,closest,0.1014760147601476
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,LogisticRegression,closest,0.0848708487084871
Original,original,,Agglo,3,70,HomeEquityCredit,LogisticRegression,closest,0.1134686346863468
Decoded,decoded,GNN,Agglo,4,70,HomeEquityCredit,LogisticRegression,closest,0.1522140221402214
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,HomeEquityCredit,LogisticRegression,closest,0.0673431734317344
Encoded,encoded,GNN,Agglo,2,70,HomeEquityCredit,LogisticRegression,closest,0.1088560885608857
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,LogisticRegression,closest,0.0590405904059041
Original,original,,Agglo,3,70,HomeEquityCredit,LogisticRegression,closest,0.1134686346863468
Decoded,decoded,MLP,KIP,4,70,HomeEquityCredit,LogisticRegression,centroid,0.207380073800738
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,HomeEquityCredit,LogisticRegression,centroid,0.17638376383763835
Encoded,encoded,MLP,KIP,1,70,HomeEquityCredit,LogisticRegression,centroid,0.10830258302583022
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,HomeEquityCredit,LogisticRegression,centroid,0.08081180811808109
Original,original,,KIP,2,70,HomeEquityCredit,LogisticRegression,centroid,0.16863468634686343
Decoded,decoded,GNN,KIP,4,70,HomeEquityCredit,LogisticRegression,centroid,0.1916974169741697
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,HomeEquityCredit,LogisticRegression,centroid,0.17380073800738002
Encoded,encoded,GNN,KIP,1,70,HomeEquityCredit,LogisticRegression,centroid,0.11365313653136522
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,HomeEquityCredit,LogisticRegression,centroid,0.0695571955719557
Original,original,,KIP,2,70,HomeEquityCredit,LogisticRegression,centroid,0.16863468634686343
Decoded,decoded,MLP,KMeans,3,70,HomeEquityCredit,LogisticRegression,centroid,0.129520295202952
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,HomeEquityCredit,LogisticRegression,centroid,0.13118081180811808
Encoded,encoded,MLP,KMeans,1,70,HomeEquityCredit,LogisticRegression,centroid,0.09317343173431739
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,LogisticRegression,centroid,0.092619926199262
Original,original,,KMeans,2,70,HomeEquityCredit,LogisticRegression,centroid,0.09760147601476007
Decoded,decoded,GNN,KMeans,3,70,HomeEquityCredit,LogisticRegression,centroid,0.13357933579335796
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,HomeEquityCredit,LogisticRegression,centroid,0.16512915129151295
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,LogisticRegression,centroid,0.072140221402214
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,LogisticRegression,centroid,0.04446494464944646
Original,original,,KMeans,2,70,HomeEquityCredit,LogisticRegression,centroid,0.09760147601476007
Decoded,decoded,MLP,KMeans,2,70,HomeEquityCredit,LogisticRegression,closest,0.10848708487084868
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,HomeEquityCredit,LogisticRegression,closest,0.11439114391143908
Encoded,encoded,MLP,KMeans,0,70,HomeEquityCredit,LogisticRegression,closest,0.06678966789667898
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,HomeEquityCredit,LogisticRegression,closest,0.0730627306273062
Original,original,,KMeans,3,70,HomeEquityCredit,LogisticRegression,closest,0.11070110701107008
Decoded,decoded,GNN,KMeans,4,70,HomeEquityCredit,LogisticRegression,closest,0.12619926199261994
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,HomeEquityCredit,LogisticRegression,closest,0.11420664206642062
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,LogisticRegression,closest,0.07306273062730623
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,LogisticRegression,closest,0.04870848708487087
Original,original,,KMeans,2,70,HomeEquityCredit,LogisticRegression,closest,0.11070110701107008
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,MLPClassifier,centroid,0.1590271281571563
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,HomeEquityCredit,MLPClassifier,centroid,0.089803554724041
Encoded,encoded,MLP,Agglo,0,70,HomeEquityCredit,MLPClassifier,centroid,0.079513564078578
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,HomeEquityCredit,MLPClassifier,centroid,0.1038353601496725
Original,original,,Agglo,3,70,HomeEquityCredit,MLPClassifier,centroid,0.1234798877455565
Decoded,decoded,GNN,Agglo,3,70,HomeEquityCredit,MLPClassifier,centroid,0.1347053320860617
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,HomeEquityCredit,MLPClassifier,centroid,0.1478016838166511
Encoded,encoded,GNN,Agglo,1,70,HomeEquityCredit,MLPClassifier,centroid,0.1141253507951357
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,MLPClassifier,centroid,0.0449017773620204
Original,original,,Agglo,2,70,HomeEquityCredit,MLPClassifier,centroid,0.1234798877455565
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,MLPClassifier,closest,0.137511693171188
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,HomeEquityCredit,MLPClassifier,closest,0.0972871842843779
Encoded,encoded,MLP,Agglo,1,70,HomeEquityCredit,MLPClassifier,closest,0.0935453695042095
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,MLPClassifier,closest,0.0654817586529468
Original,original,,Agglo,3,70,HomeEquityCredit,MLPClassifier,closest,0.1131898971000935
Decoded,decoded,GNN,Agglo,4,70,HomeEquityCredit,MLPClassifier,closest,0.1290926099158091
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,HomeEquityCredit,MLPClassifier,closest,0.0570626753975679
Encoded,encoded,GNN,Agglo,3,70,HomeEquityCredit,MLPClassifier,closest,0.1206735266604302
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,MLPClassifier,closest,0.0336763330215154
Original,original,,Agglo,2,70,HomeEquityCredit,MLPClassifier,closest,0.1131898971000935
Decoded,decoded,MLP,KIP,4,70,HomeEquityCredit,MLPClassifier,centroid,0.17661365762394757
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,HomeEquityCredit,MLPClassifier,centroid,0.16875584658559398
Encoded,encoded,MLP,KIP,2,70,HomeEquityCredit,MLPClassifier,centroid,0.12703461178671657
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,HomeEquityCredit,MLPClassifier,centroid,0.09560336763330216
Original,original,,KIP,1,70,HomeEquityCredit,MLPClassifier,centroid,0.11113189897100093
Decoded,decoded,GNN,KIP,4,70,HomeEquityCredit,MLPClassifier,centroid,0.16276894293732458
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,HomeEquityCredit,MLPClassifier,centroid,0.1550982226379794
Encoded,encoded,GNN,KIP,1,70,HomeEquityCredit,MLPClassifier,centroid,0.10926099158091666
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,HomeEquityCredit,MLPClassifier,centroid,0.0740879326473339
Original,original,,KIP,2,70,HomeEquityCredit,MLPClassifier,centroid,0.11113189897100093
Decoded,decoded,MLP,KMeans,3,70,HomeEquityCredit,MLPClassifier,centroid,0.11580916744621139
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,HomeEquityCredit,MLPClassifier,centroid,0.11356407857811038
Encoded,encoded,MLP,KMeans,1,70,HomeEquityCredit,MLPClassifier,centroid,0.0890551917680075
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,MLPClassifier,centroid,0.08362956033676336
Original,original,,KMeans,4,70,HomeEquityCredit,MLPClassifier,centroid,0.13414405986903638
Decoded,decoded,GNN,KMeans,2,70,HomeEquityCredit,MLPClassifier,centroid,0.11393826005612721
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,HomeEquityCredit,MLPClassifier,centroid,0.13283442469597748
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,MLPClassifier,centroid,0.06248830682881192
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,MLPClassifier,centroid,0.034611786716557465
Original,original,,KMeans,4,70,HomeEquityCredit,MLPClassifier,centroid,0.13414405986903638
Decoded,decoded,MLP,KMeans,2,70,HomeEquityCredit,MLPClassifier,closest,0.09410664172123474
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,HomeEquityCredit,MLPClassifier,closest,0.09653882132834421
Encoded,encoded,MLP,KMeans,1,70,HomeEquityCredit,MLPClassifier,closest,0.06753975678203922
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,MLPClassifier,closest,0.06136576239476148
Original,original,,KMeans,4,70,HomeEquityCredit,MLPClassifier,closest,0.09859681945743676
Decoded,decoded,GNN,KMeans,4,70,HomeEquityCredit,MLPClassifier,closest,0.10963517305893355
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,HomeEquityCredit,MLPClassifier,closest,0.09579045837231054
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,MLPClassifier,closest,0.06735266604303086
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,MLPClassifier,closest,0.053133769878390955
Original,original,,KMeans,3,70,HomeEquityCredit,MLPClassifier,closest,0.09859681945743676
Decoded,decoded,MLP,Agglo,3,70,HomeEquityCredit,XGBClassifier,centroid,0.1152737752161382
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,HomeEquityCredit,XGBClassifier,centroid,0.0413064361191161
Encoded,encoded,MLP,Agglo,2,70,HomeEquityCredit,XGBClassifier,centroid,0.0730067243035542
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,XGBClassifier,centroid,0.0365033621517771
Original,original,,Agglo,4,70,HomeEquityCredit,XGBClassifier,centroid,0.1421709894332371
Decoded,decoded,GNN,Agglo,2,70,HomeEquityCredit,XGBClassifier,centroid,0.0941402497598461
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,HomeEquityCredit,XGBClassifier,centroid,0.0710854947166184
Encoded,encoded,GNN,Agglo,3,70,HomeEquityCredit,XGBClassifier,centroid,0.1325648414985588
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,XGBClassifier,centroid,0.0557156580211334
Original,original,,Agglo,4,70,HomeEquityCredit,XGBClassifier,centroid,0.1421709894332371
Decoded,decoded,MLP,Agglo,4,70,HomeEquityCredit,XGBClassifier,closest,0.0893371757925071
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,HomeEquityCredit,XGBClassifier,closest,0.047070124879923
Encoded,encoded,MLP,Agglo,1,70,HomeEquityCredit,XGBClassifier,closest,0.05283381364073
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,HomeEquityCredit,XGBClassifier,closest,0.0643611911623438
Original,original,,Agglo,3,70,HomeEquityCredit,XGBClassifier,closest,0.0864553314121036
Decoded,decoded,GNN,Agglo,4,70,HomeEquityCredit,XGBClassifier,closest,0.1162343900096061
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,HomeEquityCredit,XGBClassifier,closest,0.0278578290105667
Encoded,encoded,GNN,Agglo,3,70,HomeEquityCredit,XGBClassifier,closest,0.090297790585975
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,HomeEquityCredit,XGBClassifier,closest,0.069164265129683
Original,original,,Agglo,2,70,HomeEquityCredit,XGBClassifier,closest,0.0864553314121036
Decoded,decoded,MLP,KIP,3,70,HomeEquityCredit,XGBClassifier,centroid,0.17694524495677225
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,HomeEquityCredit,XGBClassifier,centroid,0.1463976945244956
Encoded,encoded,MLP,KIP,2,70,HomeEquityCredit,XGBClassifier,centroid,0.15696445725264163
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,HomeEquityCredit,XGBClassifier,centroid,0.11911623439000951
Original,original,,KIP,4,70,HomeEquityCredit,XGBClassifier,centroid,0.19462055715658008
Decoded,decoded,GNN,KIP,3,70,HomeEquityCredit,XGBClassifier,centroid,0.1402497598463015
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,HomeEquityCredit,XGBClassifier,centroid,0.13083573487031686
Encoded,encoded,GNN,KIP,1,70,HomeEquityCredit,XGBClassifier,centroid,0.12219020172910652
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,HomeEquityCredit,XGBClassifier,centroid,0.1014409221902016
Original,original,,KIP,4,70,HomeEquityCredit,XGBClassifier,centroid,0.19462055715658008
Decoded,decoded,MLP,KMeans,3,70,HomeEquityCredit,XGBClassifier,centroid,0.07684918347742539
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,HomeEquityCredit,XGBClassifier,centroid,0.06532180595581163
Encoded,encoded,MLP,KMeans,1,70,HomeEquityCredit,XGBClassifier,centroid,0.0622478386167146
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,XGBClassifier,centroid,0.04073006724303538
Original,original,,KMeans,4,70,HomeEquityCredit,XGBClassifier,centroid,0.27435158501440915
Decoded,decoded,GNN,KMeans,3,70,HomeEquityCredit,XGBClassifier,centroid,0.10951008645533133
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,HomeEquityCredit,XGBClassifier,centroid,0.095100864553314
Encoded,encoded,GNN,KMeans,1,70,HomeEquityCredit,XGBClassifier,centroid,0.08357348703170017
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,XGBClassifier,centroid,0.07377521613832844
Original,original,,KMeans,4,70,HomeEquityCredit,XGBClassifier,centroid,0.27435158501440915
Decoded,decoded,MLP,KMeans,3,70,HomeEquityCredit,XGBClassifier,closest,0.06455331412103738
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,HomeEquityCredit,XGBClassifier,closest,0.05494716618635914
Encoded,encoded,MLP,KMeans,4,70,HomeEquityCredit,XGBClassifier,closest,0.07012487992315072
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,HomeEquityCredit,XGBClassifier,closest,0.053986551392891345
Original,original,,KMeans,2,70,HomeEquityCredit,XGBClassifier,closest,0.059365994236311156
Decoded,decoded,GNN,KMeans,3,70,HomeEquityCredit,XGBClassifier,closest,0.06570605187319878
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,HomeEquityCredit,XGBClassifier,closest,0.05878962536023036
Encoded,encoded,GNN,KMeans,4,70,HomeEquityCredit,XGBClassifier,closest,0.09971181556195956
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,HomeEquityCredit,XGBClassifier,closest,0.057252641690681935
Original,original,,KMeans,2,70,HomeEquityCredit,XGBClassifier,closest,0.059365994236311156
Decoded,decoded,MLP,Agglo,3,70,House,GaussianNB,centroid,0.0710317492438407
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,House,GaussianNB,centroid,0.1284345547901775
Encoded,encoded,MLP,Agglo,2,70,House,GaussianNB,centroid,0.0576650666580325
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,GaussianNB,centroid,-0.0660153309427639
Original,original,,Agglo,1,70,House,GaussianNB,centroid,0.0410940497486663
Decoded,decoded,GNN,Agglo,4,70,House,GaussianNB,centroid,0.2190382140342072
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,House,GaussianNB,centroid,0.181594234572598
Encoded,encoded,GNN,Agglo,2,70,House,GaussianNB,centroid,0.0647536715206556
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,GaussianNB,centroid,-0.044964829489805
Original,original,,Agglo,1,70,House,GaussianNB,centroid,0.0410940497486663
Decoded,decoded,MLP,Agglo,4,70,House,GaussianNB,closest,0.2358536842020057
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,House,GaussianNB,closest,0.1812742328457758
Encoded,encoded,MLP,Agglo,1,70,House,GaussianNB,closest,0.0571227365813778
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,GaussianNB,closest,-0.0660876416196512
Original,original,,Agglo,2,70,House,GaussianNB,closest,0.1278603864304156
Decoded,decoded,GNN,Agglo,3,70,House,GaussianNB,closest,0.1148050714607566
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,House,GaussianNB,closest,0.0847497322076611
Encoded,encoded,GNN,Agglo,1,70,House,GaussianNB,closest,0.070715524940438
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,GaussianNB,closest,-0.0506374402020382
Original,original,,Agglo,4,70,House,GaussianNB,closest,0.1278603864304156
Decoded,decoded,MLP,KIP,4,70,House,GaussianNB,centroid,0.2967606435650242
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,House,GaussianNB,centroid,0.23255318747082607
Encoded,encoded,MLP,KIP,1,70,House,GaussianNB,centroid,0.11135952167026866
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,House,GaussianNB,centroid,-0.056566484001262726
Original,original,,KIP,3,70,House,GaussianNB,centroid,0.26407816028686826
Decoded,decoded,GNN,KIP,4,70,House,GaussianNB,centroid,0.2955252102540856
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,House,GaussianNB,centroid,0.2596857723346905
Encoded,encoded,GNN,KIP,1,70,House,GaussianNB,centroid,0.14646538396159967
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,House,GaussianNB,centroid,-0.03675001281625804
Original,original,,KIP,3,70,House,GaussianNB,centroid,0.26407816028686826
Decoded,decoded,MLP,KMeans,3,70,House,GaussianNB,centroid,0.1320949860100425
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,House,GaussianNB,centroid,0.14627834753914346
Encoded,encoded,MLP,KMeans,2,70,House,GaussianNB,centroid,0.058480234631957465
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,GaussianNB,centroid,-0.06351661931396593
Original,original,,KMeans,1,70,House,GaussianNB,centroid,0.03614098423465342
Decoded,decoded,GNN,KMeans,3,70,House,GaussianNB,centroid,0.16019480712206194
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,House,GaussianNB,centroid,0.2272473106094332
Encoded,encoded,GNN,KMeans,2,70,House,GaussianNB,centroid,0.06849569508638151
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,GaussianNB,centroid,-0.04858360112567224
Original,original,,KMeans,1,70,House,GaussianNB,centroid,0.03614098423465342
Decoded,decoded,MLP,KMeans,4,70,House,GaussianNB,closest,0.13842810618876852
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,House,GaussianNB,closest,0.1261511562962902
Encoded,encoded,MLP,KMeans,1,70,House,GaussianNB,closest,0.06647229125013816
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,GaussianNB,closest,-0.06328371417855881
Original,original,,KMeans,2,70,House,GaussianNB,closest,0.08793809342647368
Decoded,decoded,GNN,KMeans,4,70,House,GaussianNB,closest,0.21949560604711515
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,House,GaussianNB,closest,0.16855791464641962
Encoded,encoded,GNN,KMeans,1,70,House,GaussianNB,closest,0.05673776317174042
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,GaussianNB,closest,-0.04873620903181942
Original,original,,KMeans,2,70,House,GaussianNB,closest,0.08793809342647368
Decoded,decoded,MLP,Agglo,3,70,House,KNeighborsClassifier,centroid,0.1287579311032122
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,House,KNeighborsClassifier,centroid,0.1417888136304161
Encoded,encoded,MLP,Agglo,2,70,House,KNeighborsClassifier,centroid,0.1141935077626517
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,KNeighborsClassifier,centroid,0.0270970166607086
Original,original,,Agglo,1,70,House,KNeighborsClassifier,centroid,0.0806702956664704
Decoded,decoded,GNN,Agglo,4,70,House,KNeighborsClassifier,centroid,0.1320010253354031
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,House,KNeighborsClassifier,centroid,0.1163601981455708
Encoded,encoded,GNN,Agglo,3,70,House,KNeighborsClassifier,centroid,0.129297868363395
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,KNeighborsClassifier,centroid,0.036002262877553
Original,original,,Agglo,1,70,House,KNeighborsClassifier,centroid,0.0806702956664704
Decoded,decoded,MLP,Agglo,2,70,House,KNeighborsClassifier,closest,0.1135306095837127
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,House,KNeighborsClassifier,closest,0.121535464556763
Encoded,encoded,MLP,Agglo,4,70,House,KNeighborsClassifier,closest,0.123579194020926
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,KNeighborsClassifier,closest,0.0356318926908162
Original,original,,Agglo,1,70,House,KNeighborsClassifier,closest,0.0972234135438476
Decoded,decoded,GNN,Agglo,2,70,House,KNeighborsClassifier,closest,0.1007342452604266
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,House,KNeighborsClassifier,closest,0.1171078798612325
Encoded,encoded,GNN,Agglo,3,70,House,KNeighborsClassifier,closest,0.1152004981900449
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,KNeighborsClassifier,closest,0.0394714465410051
Original,original,,Agglo,1,70,House,KNeighborsClassifier,closest,0.0972234135438476
Decoded,decoded,MLP,KIP,3,70,House,KNeighborsClassifier,centroid,0.25011054087434126
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,House,KNeighborsClassifier,centroid,0.23610747379271455
Encoded,encoded,MLP,KIP,2,70,House,KNeighborsClassifier,centroid,0.23978519520789562
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,House,KNeighborsClassifier,centroid,0.08117036979008871
Original,original,,KIP,4,70,House,KNeighborsClassifier,centroid,0.33478311528429
Decoded,decoded,GNN,KIP,2,70,House,KNeighborsClassifier,centroid,0.247275002590608
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,House,KNeighborsClassifier,centroid,0.26553846718306934
Encoded,encoded,GNN,KIP,1,70,House,KNeighborsClassifier,centroid,0.23193076903625903
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,House,KNeighborsClassifier,centroid,0.07798032724461926
Original,original,,KIP,4,70,House,KNeighborsClassifier,centroid,0.33478311528429
Decoded,decoded,MLP,KMeans,3,70,House,KNeighborsClassifier,centroid,0.11970205776089146
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,House,KNeighborsClassifier,centroid,0.12679154802342787
Encoded,encoded,MLP,KMeans,2,70,House,KNeighborsClassifier,centroid,0.09026868448178658
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,KNeighborsClassifier,centroid,0.032487464679723924
Original,original,,KMeans,1,70,House,KNeighborsClassifier,centroid,0.0793683973581251
Decoded,decoded,GNN,KMeans,4,70,House,KNeighborsClassifier,centroid,0.1271958316248541
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,House,KNeighborsClassifier,centroid,0.12195164760193969
Encoded,encoded,GNN,KMeans,2,70,House,KNeighborsClassifier,centroid,0.1203848875081126
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,KNeighborsClassifier,centroid,0.03184796874016114
Original,original,,KMeans,1,70,House,KNeighborsClassifier,centroid,0.0793683973581251
Decoded,decoded,MLP,KMeans,2,70,House,KNeighborsClassifier,closest,0.10838905826314718
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,House,KNeighborsClassifier,closest,0.12546327261476878
Encoded,encoded,MLP,KMeans,3,70,House,KNeighborsClassifier,closest,0.11959833427619886
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,KNeighborsClassifier,closest,0.04076352780825618
Original,original,,KMeans,1,70,House,KNeighborsClassifier,closest,0.10419480182715952
Decoded,decoded,GNN,KMeans,3,70,House,KNeighborsClassifier,closest,0.11981857314761601
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,House,KNeighborsClassifier,closest,0.11555401083146857
Encoded,encoded,GNN,KMeans,4,70,House,KNeighborsClassifier,closest,0.13388391398487073
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,KNeighborsClassifier,closest,0.045880288621008035
Original,original,,KMeans,1,70,House,KNeighborsClassifier,closest,0.10419480182715952
Decoded,decoded,MLP,Agglo,4,70,House,LogisticRegression,centroid,0.0933335014309307
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,House,LogisticRegression,centroid,0.0895906403257731
Encoded,encoded,MLP,Agglo,2,70,House,LogisticRegression,centroid,0.0845749442126096
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,LogisticRegression,centroid,0.007399992435608
Original,original,,Agglo,1,70,House,LogisticRegression,centroid,0.0409642078190598
Decoded,decoded,GNN,Agglo,3,70,House,LogisticRegression,centroid,0.0916658051664797
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,House,LogisticRegression,centroid,0.090236135100039
Encoded,encoded,GNN,Agglo,4,70,House,LogisticRegression,centroid,0.121032287346033
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,LogisticRegression,centroid,0.0090475169883634
Original,original,,Agglo,1,70,House,LogisticRegression,centroid,0.0409642078190598
Decoded,decoded,MLP,Agglo,2,70,House,LogisticRegression,closest,0.0793227347798131
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,House,LogisticRegression,closest,0.0613003189651911
Encoded,encoded,MLP,Agglo,4,70,House,LogisticRegression,closest,0.1096156028189967
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,LogisticRegression,closest,0.0089698558983345
Original,original,,Agglo,3,70,House,LogisticRegression,closest,0.0810126199271296
Decoded,decoded,GNN,Agglo,3,70,House,LogisticRegression,closest,0.0862159129590641
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,House,LogisticRegression,closest,0.0791452237168899
Encoded,encoded,GNN,Agglo,4,70,House,LogisticRegression,closest,0.1375372861483376
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,LogisticRegression,closest,0.0213583126363166
Original,original,,Agglo,2,70,House,LogisticRegression,closest,0.0810126199271296
Decoded,decoded,MLP,KIP,4,70,House,LogisticRegression,centroid,0.14315087179616484
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,House,LogisticRegression,centroid,0.1294020348214172
Encoded,encoded,MLP,KIP,3,70,House,LogisticRegression,centroid,0.13604700008825116
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,House,LogisticRegression,centroid,0.009588320578928061
Original,original,,KIP,1,70,House,LogisticRegression,centroid,0.1215033976726887
Decoded,decoded,GNN,KIP,4,70,House,LogisticRegression,centroid,0.18408018255399083
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,House,LogisticRegression,centroid,0.15349028606008638
Encoded,encoded,GNN,KIP,3,70,House,LogisticRegression,centroid,0.17736038023676542
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,House,LogisticRegression,centroid,0.02661828817811618
Original,original,,KIP,1,70,House,LogisticRegression,centroid,0.1215033976726887
Decoded,decoded,MLP,KMeans,2,70,House,LogisticRegression,centroid,0.07316178973512016
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,House,LogisticRegression,centroid,0.08226518236488095
Encoded,encoded,MLP,KMeans,4,70,House,LogisticRegression,centroid,0.08802904726484198
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,LogisticRegression,centroid,0.00348859667923192
Original,original,,KMeans,1,70,House,LogisticRegression,centroid,0.04014765692961324
Decoded,decoded,GNN,KMeans,2,70,House,LogisticRegression,centroid,0.10749626192967625
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,House,LogisticRegression,centroid,0.11546529835222322
Encoded,encoded,GNN,KMeans,4,70,House,LogisticRegression,centroid,0.11968945649844294
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,LogisticRegression,centroid,0.0116867837466432
Original,original,,KMeans,1,70,House,LogisticRegression,centroid,0.04014765692961324
Decoded,decoded,MLP,KMeans,1,70,House,LogisticRegression,closest,0.05999157831036693
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,House,LogisticRegression,closest,0.07649597196132066
Encoded,encoded,MLP,KMeans,4,70,House,LogisticRegression,closest,0.10310477943493983
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,LogisticRegression,closest,0.01782039612198832
Original,original,,KMeans,2,70,House,LogisticRegression,closest,0.06659226667002857
Decoded,decoded,GNN,KMeans,3,70,House,LogisticRegression,closest,0.0852764154868316
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,House,LogisticRegression,closest,0.07829508692747002
Encoded,encoded,GNN,KMeans,4,70,House,LogisticRegression,closest,0.11614548847060598
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,LogisticRegression,closest,0.01419967473114886
Original,original,,KMeans,1,70,House,LogisticRegression,closest,0.06659226667002857
Decoded,decoded,MLP,Agglo,3,70,House,MLPClassifier,centroid,0.1384505343709864
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,House,MLPClassifier,centroid,0.1505326509082013
Encoded,encoded,MLP,Agglo,1,70,House,MLPClassifier,centroid,0.1167426686441195
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,MLPClassifier,centroid,0.0604817748149959
Original,original,,Agglo,2,70,House,MLPClassifier,centroid,0.1302686953397345
Decoded,decoded,GNN,Agglo,2,70,House,MLPClassifier,centroid,0.143418693810776
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,House,MLPClassifier,centroid,0.1637590973029171
Encoded,encoded,GNN,Agglo,3,70,House,MLPClassifier,centroid,0.1562562113937985
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,MLPClassifier,centroid,0.0568055852853035
Original,original,,Agglo,1,70,House,MLPClassifier,centroid,0.1302686953397345
Decoded,decoded,MLP,Agglo,2,70,House,MLPClassifier,closest,0.1173126834750167
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,House,MLPClassifier,closest,0.1162672581187694
Encoded,encoded,MLP,Agglo,3,70,House,MLPClassifier,closest,0.1348159133997919
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,MLPClassifier,closest,0.0604769968197662
Original,original,,Agglo,4,70,House,MLPClassifier,closest,0.1365818604366704
Decoded,decoded,GNN,Agglo,2,70,House,MLPClassifier,closest,0.1332998555134241
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,House,MLPClassifier,closest,0.132102012109351
Encoded,encoded,GNN,Agglo,4,70,House,MLPClassifier,closest,0.1612100368478991
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,MLPClassifier,closest,0.0665675073390005
Original,original,,Agglo,3,70,House,MLPClassifier,closest,0.1365818604366704
Decoded,decoded,MLP,KIP,4,70,House,MLPClassifier,centroid,0.20099133845024753
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,House,MLPClassifier,centroid,0.20080881903247497
Encoded,encoded,MLP,KIP,2,70,House,MLPClassifier,centroid,0.17735784508592736
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,House,MLPClassifier,centroid,0.06572887361629244
Original,original,,KIP,1,70,House,MLPClassifier,centroid,0.12903616369029408
Decoded,decoded,GNN,KIP,4,70,House,MLPClassifier,centroid,0.24469059614090866
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,House,MLPClassifier,centroid,0.22011048636169034
Encoded,encoded,GNN,KIP,2,70,House,MLPClassifier,centroid,0.20223820408537696
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,House,MLPClassifier,centroid,0.07997742875053496
Original,original,,KIP,1,70,House,MLPClassifier,centroid,0.12903616369029408
Decoded,decoded,MLP,KMeans,3,70,House,MLPClassifier,centroid,0.1262587150632988
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,House,MLPClassifier,centroid,0.1378738303467677
Encoded,encoded,MLP,KMeans,1,70,House,MLPClassifier,centroid,0.11292982845085917
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,MLPClassifier,centroid,0.056523874686563405
Original,original,,KMeans,2,70,House,MLPClassifier,centroid,0.12282935676717006
Decoded,decoded,GNN,KMeans,3,70,House,MLPClassifier,centroid,0.16194030563879874
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,House,MLPClassifier,centroid,0.16552533101950945
Encoded,encoded,GNN,KMeans,2,70,House,MLPClassifier,centroid,0.15424199972478733
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,MLPClassifier,centroid,0.062002132897070406
Original,original,,KMeans,1,70,House,MLPClassifier,centroid,0.12282935676717006
Decoded,decoded,MLP,KMeans,1,70,House,MLPClassifier,closest,0.11254529539477694
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,House,MLPClassifier,closest,0.13025283239557198
Encoded,encoded,MLP,KMeans,3,70,House,MLPClassifier,closest,0.12595540792612056
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,MLPClassifier,closest,0.06425619992660989
Original,original,,KMeans,2,70,House,MLPClassifier,closest,0.11882702128310182
Decoded,decoded,GNN,KMeans,3,70,House,MLPClassifier,closest,0.14594854672497082
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,House,MLPClassifier,closest,0.14326340896581236
Encoded,encoded,GNN,KMeans,4,70,House,MLPClassifier,closest,0.15158170754082312
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,MLPClassifier,closest,0.06484217326157415
Original,original,,KMeans,1,70,House,MLPClassifier,closest,0.11882702128310182
Decoded,decoded,MLP,Agglo,2,70,House,XGBClassifier,centroid,0.1738089728623625
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,House,XGBClassifier,centroid,0.174860866766232
Encoded,encoded,MLP,Agglo,1,70,House,XGBClassifier,centroid,0.1629309195070235
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,XGBClassifier,centroid,0.0865413662461761
Original,original,,Agglo,4,70,House,XGBClassifier,centroid,0.3498716001370478
Decoded,decoded,GNN,Agglo,1,70,House,XGBClassifier,centroid,0.1701593911457113
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,House,XGBClassifier,centroid,0.1920427430866959
Encoded,encoded,GNN,Agglo,3,70,House,XGBClassifier,centroid,0.1984389366634508
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,XGBClassifier,centroid,0.1032038935155359
Original,original,,Agglo,4,70,House,XGBClassifier,centroid,0.3498716001370478
Decoded,decoded,MLP,Agglo,3,70,House,XGBClassifier,closest,0.1660168519812788
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,House,XGBClassifier,closest,0.1399009466573854
Encoded,encoded,MLP,Agglo,4,70,House,XGBClassifier,closest,0.1757987112414562
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,House,XGBClassifier,closest,0.1025865185092324
Original,original,,Agglo,2,70,House,XGBClassifier,closest,0.1639022247650321
Decoded,decoded,GNN,Agglo,3,70,House,XGBClassifier,closest,0.1640035496706468
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,House,XGBClassifier,closest,0.1437258440246817
Encoded,encoded,GNN,Agglo,4,70,House,XGBClassifier,closest,0.2190465373509521
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,House,XGBClassifier,closest,0.0932688687003595
Original,original,,Agglo,2,70,House,XGBClassifier,closest,0.1639022247650321
Decoded,decoded,MLP,KIP,2,70,House,XGBClassifier,centroid,0.22569731564404688
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,House,XGBClassifier,centroid,0.2171848925037006
Encoded,encoded,MLP,KIP,3,70,House,XGBClassifier,centroid,0.23698952866010298
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,House,XGBClassifier,centroid,0.1093838644564954
Original,original,,KIP,4,70,House,XGBClassifier,centroid,0.29984546773697185
Decoded,decoded,GNN,KIP,2,70,House,XGBClassifier,centroid,0.24970839634721348
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,House,XGBClassifier,centroid,0.23281513106023072
Encoded,encoded,GNN,KIP,3,70,House,XGBClassifier,centroid,0.2661845800459684
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,House,XGBClassifier,centroid,0.11610985881906051
Original,original,,KIP,4,70,House,XGBClassifier,centroid,0.29984546773697185
Decoded,decoded,MLP,KMeans,1,70,House,XGBClassifier,centroid,0.1528567732400452
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,House,XGBClassifier,centroid,0.18129400858763906
Encoded,encoded,MLP,KMeans,2,70,House,XGBClassifier,centroid,0.16337759739326355
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,XGBClassifier,centroid,0.09416853960649166
Original,original,,KMeans,4,70,House,XGBClassifier,centroid,0.41563363176267154
Decoded,decoded,GNN,KMeans,2,70,House,XGBClassifier,centroid,0.18601329854040285
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,House,XGBClassifier,centroid,0.17963425950580772
Encoded,encoded,GNN,KMeans,3,70,House,XGBClassifier,centroid,0.18706066816941702
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,XGBClassifier,centroid,0.10103751990563103
Original,original,,KMeans,4,70,House,XGBClassifier,centroid,0.41563363176267154
Decoded,decoded,MLP,KMeans,2,70,House,XGBClassifier,closest,0.14924150060771368
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,House,XGBClassifier,closest,0.15196096681868537
Encoded,encoded,MLP,KMeans,4,70,House,XGBClassifier,closest,0.17659149615413064
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,House,XGBClassifier,closest,0.09331279186874691
Original,original,,KMeans,1,70,House,XGBClassifier,closest,0.1461667845648707
Decoded,decoded,GNN,KMeans,3,70,House,XGBClassifier,closest,0.1749831164430527
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,House,XGBClassifier,closest,0.1580528086556917
Encoded,encoded,GNN,KMeans,4,70,House,XGBClassifier,closest,0.2062899673733803
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,House,XGBClassifier,closest,0.10134677294313958
Original,original,,KMeans,1,70,House,XGBClassifier,closest,0.1461667845648707
Decoded,decoded,MLP,Agglo,4,70,Jannis,GaussianNB,centroid,0.276517849299224
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Jannis,GaussianNB,centroid,0.2719167078538156
Encoded,encoded,MLP,Agglo,3,70,Jannis,GaussianNB,centroid,0.276279519434615
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Jannis,GaussianNB,centroid,0.2414001212418009
Original,original,,Agglo,0,70,Jannis,GaussianNB,centroid,0.1346368289046589
Decoded,decoded,GNN,Agglo,4,70,Jannis,GaussianNB,centroid,0.2291075066807642
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Jannis,GaussianNB,centroid,0.2238346675412637
Encoded,encoded,GNN,Agglo,1,70,Jannis,GaussianNB,centroid,0.0416131043315604
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,GaussianNB,centroid,-0.0457698611586749
Original,original,,Agglo,2,70,Jannis,GaussianNB,centroid,0.1346368289046589
Decoded,decoded,MLP,Agglo,4,70,Jannis,GaussianNB,closest,0.290774390078949
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Jannis,GaussianNB,closest,0.2648628211898874
Encoded,encoded,MLP,Agglo,1,70,Jannis,GaussianNB,closest,0.2445484338635033
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Jannis,GaussianNB,closest,0.281407100173498
Original,original,,Agglo,0,70,Jannis,GaussianNB,closest,0.0734940182305004
Decoded,decoded,GNN,Agglo,3,70,Jannis,GaussianNB,closest,0.1906979621266466
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Jannis,GaussianNB,closest,0.2068934169341671
Encoded,encoded,GNN,Agglo,1,70,Jannis,GaussianNB,closest,0.0569532074952191
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,GaussianNB,closest,-0.0519393036956962
Original,original,,Agglo,2,70,Jannis,GaussianNB,closest,0.0734940182305004
Decoded,decoded,MLP,KIP,4,70,Jannis,GaussianNB,centroid,0.22945458449181322
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Jannis,GaussianNB,centroid,0.2135848838885542
Encoded,encoded,MLP,KIP,2,70,Jannis,GaussianNB,centroid,0.1763290745828033
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Jannis,GaussianNB,centroid,0.15042698013211891
Original,original,,KIP,1,70,Jannis,GaussianNB,centroid,0.1688340756948869
Decoded,decoded,GNN,KIP,4,70,Jannis,GaussianNB,centroid,0.21119126210331954
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Jannis,GaussianNB,centroid,0.18123223925331616
Encoded,encoded,GNN,KIP,1,70,Jannis,GaussianNB,centroid,0.062120065126359
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Jannis,GaussianNB,centroid,-0.056920622282091896
Original,original,,KIP,2,70,Jannis,GaussianNB,centroid,0.1688340756948869
Decoded,decoded,MLP,KMeans,4,70,Jannis,GaussianNB,centroid,0.2931828641276177
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Jannis,GaussianNB,centroid,0.24570627388577515
Encoded,encoded,MLP,KMeans,2,70,Jannis,GaussianNB,centroid,0.2630996616662549
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Jannis,GaussianNB,centroid,0.26505279959249295
Original,original,,KMeans,0,70,Jannis,GaussianNB,centroid,0.13227522109165027
Decoded,decoded,GNN,KMeans,3,70,Jannis,GaussianNB,centroid,0.19705260912445527
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Jannis,GaussianNB,centroid,0.2044993626379643
Encoded,encoded,GNN,KMeans,1,70,Jannis,GaussianNB,centroid,0.0524667140987027
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,GaussianNB,centroid,-0.04598043687606468
Original,original,,KMeans,2,70,Jannis,GaussianNB,centroid,0.13227522109165027
Decoded,decoded,MLP,KMeans,4,70,Jannis,GaussianNB,closest,0.2840713595766027
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Jannis,GaussianNB,closest,0.2835664968680288
Encoded,encoded,MLP,KMeans,1,70,Jannis,GaussianNB,closest,0.27269339146498356
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,Jannis,GaussianNB,closest,0.27482705783720274
Original,original,,KMeans,0,70,Jannis,GaussianNB,closest,0.08298920081316943
Decoded,decoded,GNN,KMeans,4,70,Jannis,GaussianNB,closest,0.2099802477137204
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Jannis,GaussianNB,closest,0.18026644226147898
Encoded,encoded,GNN,KMeans,1,70,Jannis,GaussianNB,closest,0.06430475147164902
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,GaussianNB,closest,-0.04160926069635328
Original,original,,KMeans,2,70,Jannis,GaussianNB,closest,0.08298920081316943
Decoded,decoded,MLP,Agglo,1,70,Jannis,KNeighborsClassifier,centroid,0.2814679378006926
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Jannis,KNeighborsClassifier,centroid,0.2895578731110447
Encoded,encoded,MLP,Agglo,3,70,Jannis,KNeighborsClassifier,centroid,0.2981477278299512
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,70,Jannis,KNeighborsClassifier,centroid,0.3148136715833186
Original,original,,Agglo,0,70,Jannis,KNeighborsClassifier,centroid,-0.0120636634935744
Decoded,decoded,GNN,Agglo,4,70,Jannis,KNeighborsClassifier,centroid,0.2540310066311422
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Jannis,KNeighborsClassifier,centroid,0.2200089090458027
Encoded,encoded,GNN,Agglo,3,70,Jannis,KNeighborsClassifier,centroid,0.2413213875926811
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Jannis,KNeighborsClassifier,centroid,0.1425404106621833
Original,original,,Agglo,0,70,Jannis,KNeighborsClassifier,centroid,-0.0120636634935744
Decoded,decoded,MLP,Agglo,1,70,Jannis,KNeighborsClassifier,closest,0.2623088611499278
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Jannis,KNeighborsClassifier,closest,0.3166482266401277
Encoded,encoded,MLP,Agglo,2,70,Jannis,KNeighborsClassifier,closest,0.2905550727208705
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,70,Jannis,KNeighborsClassifier,closest,0.3323228994377112
Original,original,,Agglo,0,70,Jannis,KNeighborsClassifier,closest,0.0606206788240029
Decoded,decoded,GNN,Agglo,4,70,Jannis,KNeighborsClassifier,closest,0.2299327491734883
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Jannis,KNeighborsClassifier,closest,0.2234786633860937
Encoded,encoded,GNN,Agglo,3,70,Jannis,KNeighborsClassifier,closest,0.2273048254577475
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Jannis,KNeighborsClassifier,closest,0.1296619206069839
Original,original,,Agglo,0,70,Jannis,KNeighborsClassifier,closest,0.0606206788240029
Decoded,decoded,MLP,KIP,3,70,Jannis,KNeighborsClassifier,centroid,0.23382931305565352
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Jannis,KNeighborsClassifier,centroid,0.22078271697133442
Encoded,encoded,MLP,KIP,1,70,Jannis,KNeighborsClassifier,centroid,0.21975748056529834
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Jannis,KNeighborsClassifier,centroid,0.17882181502951286
Original,original,,KIP,4,70,Jannis,KNeighborsClassifier,centroid,0.24665722977940746
Decoded,decoded,GNN,KIP,3,70,Jannis,KNeighborsClassifier,centroid,0.17680855121519432
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Jannis,KNeighborsClassifier,centroid,0.17218310713031953
Encoded,encoded,GNN,KIP,1,70,Jannis,KNeighborsClassifier,centroid,0.1712059348963407
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Jannis,KNeighborsClassifier,centroid,0.10802669378394773
Original,original,,KIP,4,70,Jannis,KNeighborsClassifier,centroid,0.24665722977940746
Decoded,decoded,MLP,KMeans,3,70,Jannis,KNeighborsClassifier,centroid,0.3096761141872538
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Jannis,KNeighborsClassifier,centroid,0.3046212978519836
Encoded,encoded,MLP,KMeans,1,70,Jannis,KNeighborsClassifier,centroid,0.3036936662161655
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,70,Jannis,KNeighborsClassifier,centroid,0.3124681736463755
Original,original,,KMeans,0,70,Jannis,KNeighborsClassifier,centroid,0.003333708942253961
Decoded,decoded,GNN,KMeans,3,70,Jannis,KNeighborsClassifier,centroid,0.22978941344344875
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Jannis,KNeighborsClassifier,centroid,0.20745293012059954
Encoded,encoded,GNN,KMeans,4,70,Jannis,KNeighborsClassifier,centroid,0.2518906018746634
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Jannis,KNeighborsClassifier,centroid,0.13017805010317013
Original,original,,KMeans,0,70,Jannis,KNeighborsClassifier,centroid,0.003333708942253961
Decoded,decoded,MLP,KMeans,2,70,Jannis,KNeighborsClassifier,closest,0.30376529200686625
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Jannis,KNeighborsClassifier,closest,0.32189994313847037
Encoded,encoded,MLP,KMeans,1,70,Jannis,KNeighborsClassifier,closest,0.30303805652753607
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,70,Jannis,KNeighborsClassifier,closest,0.32651171689460623
Original,original,,KMeans,0,70,Jannis,KNeighborsClassifier,closest,0.06388898897476902
Decoded,decoded,GNN,KMeans,3,70,Jannis,KNeighborsClassifier,closest,0.22847708483414345
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Jannis,KNeighborsClassifier,closest,0.20252720544591626
Encoded,encoded,GNN,KMeans,4,70,Jannis,KNeighborsClassifier,closest,0.2319960508279193
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Jannis,KNeighborsClassifier,closest,0.1338975499512053
Original,original,,KMeans,0,70,Jannis,KNeighborsClassifier,closest,0.06388898897476902
Decoded,decoded,MLP,Agglo,3,70,Jannis,LogisticRegression,centroid,0.2794013062835831
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Jannis,LogisticRegression,centroid,0.3252174570093172
Encoded,encoded,MLP,Agglo,2,70,Jannis,LogisticRegression,centroid,0.0680069722873314
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Jannis,LogisticRegression,centroid,0.0282581547348879
Original,original,,Agglo,1,70,Jannis,LogisticRegression,centroid,0.0609828940744502
Decoded,decoded,GNN,Agglo,4,70,Jannis,LogisticRegression,centroid,0.2487263916202426
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Jannis,LogisticRegression,centroid,0.231811031376402
Encoded,encoded,GNN,Agglo,1,70,Jannis,LogisticRegression,centroid,0.0555559786232674
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,LogisticRegression,centroid,0.0324050110505697
Original,original,,Agglo,2,70,Jannis,LogisticRegression,centroid,0.0609828940744502
Decoded,decoded,MLP,Agglo,3,70,Jannis,LogisticRegression,closest,0.2190028248025753
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Jannis,LogisticRegression,closest,0.3502651316061376
Encoded,encoded,MLP,Agglo,1,70,Jannis,LogisticRegression,closest,0.0826929957065692
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Jannis,LogisticRegression,closest,0.0373570843382524
Original,original,,Agglo,2,70,Jannis,LogisticRegression,closest,0.12179673768462
Decoded,decoded,GNN,Agglo,4,70,Jannis,LogisticRegression,closest,0.3045797334481185
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Jannis,LogisticRegression,closest,0.2592764640128787
Encoded,encoded,GNN,Agglo,1,70,Jannis,LogisticRegression,closest,0.0672124018348388
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,LogisticRegression,closest,0.0371951685207258
Original,original,,Agglo,2,70,Jannis,LogisticRegression,closest,0.12179673768462
Decoded,decoded,MLP,KIP,4,70,Jannis,LogisticRegression,centroid,0.273054708988849
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Jannis,LogisticRegression,centroid,0.24645947406045754
Encoded,encoded,MLP,KIP,2,70,Jannis,LogisticRegression,centroid,0.22905102470162567
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,Jannis,LogisticRegression,centroid,0.18300902728739912
Original,original,,KIP,0,70,Jannis,LogisticRegression,centroid,0.17094207724094257
Decoded,decoded,GNN,KIP,4,70,Jannis,LogisticRegression,centroid,0.22271412017569406
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Jannis,LogisticRegression,centroid,0.20382678053612172
Encoded,encoded,GNN,KIP,1,70,Jannis,LogisticRegression,centroid,0.15191932718137013
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Jannis,LogisticRegression,centroid,0.044386803727790004
Original,original,,KIP,2,70,Jannis,LogisticRegression,centroid,0.17094207724094257
Decoded,decoded,MLP,KMeans,4,70,Jannis,LogisticRegression,centroid,0.33243405978331225
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Jannis,LogisticRegression,centroid,0.27957833424407896
Encoded,encoded,MLP,KMeans,1,70,Jannis,LogisticRegression,centroid,0.058077473687385764
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Jannis,LogisticRegression,centroid,0.0217120682808613
Original,original,,KMeans,2,70,Jannis,LogisticRegression,centroid,0.06823042350893453
Decoded,decoded,GNN,KMeans,4,70,Jannis,LogisticRegression,centroid,0.2940713821038069
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Jannis,LogisticRegression,centroid,0.26156470418534633
Encoded,encoded,GNN,KMeans,1,70,Jannis,LogisticRegression,centroid,0.05475737875887747
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,LogisticRegression,centroid,0.03502575533544029
Original,original,,KMeans,2,70,Jannis,LogisticRegression,centroid,0.06823042350893453
Decoded,decoded,MLP,KMeans,3,70,Jannis,LogisticRegression,closest,0.31626768958031787
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Jannis,LogisticRegression,closest,0.3514808680196076
Encoded,encoded,MLP,KMeans,1,70,Jannis,LogisticRegression,closest,0.08336448056407618
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Jannis,LogisticRegression,closest,0.0236915815678286
Original,original,,KMeans,2,70,Jannis,LogisticRegression,closest,0.12634538181709015
Decoded,decoded,GNN,KMeans,4,70,Jannis,LogisticRegression,closest,0.3082989693503707
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Jannis,LogisticRegression,closest,0.21996071582169652
Encoded,encoded,GNN,KMeans,1,70,Jannis,LogisticRegression,closest,0.06389173021985718
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,LogisticRegression,closest,0.03525064087981052
Original,original,,KMeans,2,70,Jannis,LogisticRegression,closest,0.12634538181709015
Decoded,decoded,MLP,Agglo,2,70,Jannis,MLPClassifier,centroid,0.2853674971695947
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Jannis,MLPClassifier,centroid,0.3484530018054287
Encoded,encoded,MLP,Agglo,3,70,Jannis,MLPClassifier,centroid,0.2943109478654621
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Jannis,MLPClassifier,centroid,0.2530122410600767
Original,original,,Agglo,0,70,Jannis,MLPClassifier,centroid,0.1795607594761729
Decoded,decoded,GNN,Agglo,3,70,Jannis,MLPClassifier,centroid,0.2590528386027541
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Jannis,MLPClassifier,centroid,0.2394224991782925
Encoded,encoded,GNN,Agglo,4,70,Jannis,MLPClassifier,centroid,0.2930745726494349
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,MLPClassifier,centroid,0.1328556149104472
Original,original,,Agglo,1,70,Jannis,MLPClassifier,centroid,0.1795607594761729
Decoded,decoded,MLP,Agglo,1,70,Jannis,MLPClassifier,closest,0.2672305202323401
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Jannis,MLPClassifier,closest,0.3635981684571617
Encoded,encoded,MLP,Agglo,2,70,Jannis,MLPClassifier,closest,0.3161148280437861
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,70,Jannis,MLPClassifier,closest,0.413846700503324
Original,original,,Agglo,0,70,Jannis,MLPClassifier,closest,0.1340804586463575
Decoded,decoded,GNN,Agglo,4,70,Jannis,MLPClassifier,closest,0.2955419154619313
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Jannis,MLPClassifier,closest,0.2535019708445507
Encoded,encoded,GNN,Agglo,2,70,Jannis,MLPClassifier,closest,0.2165391363752231
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,MLPClassifier,closest,0.1138353337586372
Original,original,,Agglo,1,70,Jannis,MLPClassifier,closest,0.1340804586463575
Decoded,decoded,MLP,KIP,4,70,Jannis,MLPClassifier,centroid,0.2854354684405951
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Jannis,MLPClassifier,centroid,0.2676833277932092
Encoded,encoded,MLP,KIP,2,70,Jannis,MLPClassifier,centroid,0.250913447217085
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,Jannis,MLPClassifier,centroid,0.2006178366499231
Original,original,,KIP,0,70,Jannis,MLPClassifier,centroid,0.15036084579753828
Decoded,decoded,GNN,KIP,4,70,Jannis,MLPClassifier,centroid,0.2348748845150916
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Jannis,MLPClassifier,centroid,0.22168263490166473
Encoded,encoded,GNN,KIP,2,70,Jannis,MLPClassifier,centroid,0.19598538324014672
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Jannis,MLPClassifier,centroid,0.07671898019314294
Original,original,,KIP,1,70,Jannis,MLPClassifier,centroid,0.15036084579753828
Decoded,decoded,MLP,KMeans,4,70,Jannis,MLPClassifier,centroid,0.351418246712221
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Jannis,MLPClassifier,centroid,0.3108682767621122
Encoded,encoded,MLP,KMeans,3,70,Jannis,MLPClassifier,centroid,0.31252916085705695
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Jannis,MLPClassifier,centroid,0.2813786221113195
Original,original,,KMeans,0,70,Jannis,MLPClassifier,centroid,0.17721125979558058
Decoded,decoded,GNN,KMeans,4,70,Jannis,MLPClassifier,centroid,0.30461762722105434
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Jannis,MLPClassifier,centroid,0.26854911275287874
Encoded,encoded,GNN,KMeans,3,70,Jannis,MLPClassifier,centroid,0.304458342384829
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,MLPClassifier,centroid,0.1345602541681466
Original,original,,KMeans,1,70,Jannis,MLPClassifier,centroid,0.17721125979558058
Decoded,decoded,MLP,KMeans,1,70,Jannis,MLPClassifier,closest,0.3419047469660211
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Jannis,MLPClassifier,closest,0.3742437802168649
Encoded,encoded,MLP,KMeans,3,70,Jannis,MLPClassifier,closest,0.3500513150865208
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,Jannis,MLPClassifier,closest,0.3423420335843973
Original,original,,KMeans,0,70,Jannis,MLPClassifier,closest,0.1449155662877107
Decoded,decoded,GNN,KMeans,4,70,Jannis,MLPClassifier,closest,0.3207318536223996
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Jannis,MLPClassifier,closest,0.22818782933208878
Encoded,encoded,GNN,KMeans,3,70,Jannis,MLPClassifier,closest,0.2813578582846987
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,MLPClassifier,closest,0.13199636206870743
Original,original,,KMeans,1,70,Jannis,MLPClassifier,closest,0.1449155662877107
Decoded,decoded,MLP,Agglo,3,70,Jannis,XGBClassifier,centroid,0.3679306898175604
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Jannis,XGBClassifier,centroid,0.3846487466190402
Encoded,encoded,MLP,Agglo,1,70,Jannis,XGBClassifier,centroid,0.1806609106096653
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Jannis,XGBClassifier,centroid,0.1408104735447113
Original,original,,Agglo,2,70,Jannis,XGBClassifier,centroid,0.2835729805509149
Decoded,decoded,GNN,Agglo,4,70,Jannis,XGBClassifier,centroid,0.3178154012976914
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Jannis,XGBClassifier,centroid,0.2996442273633467
Encoded,encoded,GNN,Agglo,1,70,Jannis,XGBClassifier,centroid,0.1767082922234872
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,XGBClassifier,centroid,0.1579531096686286
Original,original,,Agglo,2,70,Jannis,XGBClassifier,centroid,0.2835729805509149
Decoded,decoded,MLP,Agglo,3,70,Jannis,XGBClassifier,closest,0.3016719210365245
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Jannis,XGBClassifier,closest,0.4137634067859406
Encoded,encoded,MLP,Agglo,1,70,Jannis,XGBClassifier,closest,0.1800788019765297
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Jannis,XGBClassifier,closest,0.1727497024484051
Original,original,,Agglo,2,70,Jannis,XGBClassifier,closest,0.1859404326814114
Decoded,decoded,GNN,Agglo,4,70,Jannis,XGBClassifier,closest,0.3488790074465933
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Jannis,XGBClassifier,closest,0.3190042505431927
Encoded,encoded,GNN,Agglo,2,70,Jannis,XGBClassifier,closest,0.2142219144544253
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Jannis,XGBClassifier,closest,0.1554607333679853
Original,original,,Agglo,1,70,Jannis,XGBClassifier,closest,0.1859404326814114
Decoded,decoded,MLP,KIP,4,70,Jannis,XGBClassifier,centroid,0.32161277714369463
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Jannis,XGBClassifier,centroid,0.29658845730524785
Encoded,encoded,MLP,KIP,1,70,Jannis,XGBClassifier,centroid,0.2371286576453456
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Jannis,XGBClassifier,centroid,0.19425881492358651
Original,original,,KIP,2,70,Jannis,XGBClassifier,centroid,0.289366503493941
Decoded,decoded,GNN,KIP,3,70,Jannis,XGBClassifier,centroid,0.2745909802170599
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Jannis,XGBClassifier,centroid,0.2740773118435713
Encoded,encoded,GNN,KIP,1,70,Jannis,XGBClassifier,centroid,0.21796670136405516
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Jannis,XGBClassifier,centroid,0.13785040856514305
Original,original,,KIP,4,70,Jannis,XGBClassifier,centroid,0.289366503493941
Decoded,decoded,MLP,KMeans,4,70,Jannis,XGBClassifier,centroid,0.3955752551072339
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Jannis,XGBClassifier,centroid,0.3784138905362985
Encoded,encoded,MLP,KMeans,1,70,Jannis,XGBClassifier,centroid,0.18705031709432213
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Jannis,XGBClassifier,centroid,0.131548944353441
Original,original,,KMeans,2,70,Jannis,XGBClassifier,centroid,0.3314531849895568
Decoded,decoded,GNN,KMeans,4,70,Jannis,XGBClassifier,centroid,0.3425736211180882
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Jannis,XGBClassifier,centroid,0.3232658543768244
Encoded,encoded,GNN,KMeans,1,70,Jannis,XGBClassifier,centroid,0.17632503762653567
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,XGBClassifier,centroid,0.14957246891145642
Original,original,,KMeans,3,70,Jannis,XGBClassifier,centroid,0.3314531849895568
Decoded,decoded,MLP,KMeans,3,70,Jannis,XGBClassifier,closest,0.36446867531522825
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Jannis,XGBClassifier,closest,0.3692138259367276
Encoded,encoded,MLP,KMeans,2,70,Jannis,XGBClassifier,closest,0.19185914443568336
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Jannis,XGBClassifier,closest,0.13585749823233312
Original,original,,KMeans,1,70,Jannis,XGBClassifier,closest,0.18621092302743975
Decoded,decoded,GNN,KMeans,4,70,Jannis,XGBClassifier,closest,0.3669703072686731
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Jannis,XGBClassifier,closest,0.2947433931331741
Encoded,encoded,GNN,KMeans,2,70,Jannis,XGBClassifier,closest,0.2025837114082027
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Jannis,XGBClassifier,closest,0.16003359584825605
Original,original,,KMeans,1,70,Jannis,XGBClassifier,closest,0.18621092302743975
Decoded,decoded,MLP,Agglo,3,70,LawSchoolAdmissions,GaussianNB,centroid,-0.1126022479913585
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,LawSchoolAdmissions,GaussianNB,centroid,-0.1453825264011285
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,GaussianNB,centroid,0.0594028318973899
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,GaussianNB,centroid,-0.1541657196548113
Original,original,,Agglo,0,70,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,70,LawSchoolAdmissions,GaussianNB,centroid,-0.0318477158074047
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,GaussianNB,centroid,-0.1402030549626154
Encoded,encoded,GNN,Agglo,3,70,LawSchoolAdmissions,GaussianNB,centroid,0.0892717810774143
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,LawSchoolAdmissions,GaussianNB,centroid,0.1728427460453956
Original,original,,Agglo,0,70,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,2,70,LawSchoolAdmissions,GaussianNB,closest,-0.151969042670597
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,GaussianNB,closest,-0.1774200350999692
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,GaussianNB,closest,0.0826032555338685
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,LawSchoolAdmissions,GaussianNB,closest,-0.1469407026085979
Original,original,,Agglo,0,70,LawSchoolAdmissions,GaussianNB,closest,-0.2223072254856707
Decoded,decoded,GNN,Agglo,2,70,LawSchoolAdmissions,GaussianNB,closest,-0.1389600286798147
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,GaussianNB,closest,-0.1985573397128738
Encoded,encoded,GNN,Agglo,3,70,LawSchoolAdmissions,GaussianNB,closest,0.0818475986512988
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,LawSchoolAdmissions,GaussianNB,closest,0.1585157258640848
Original,original,,Agglo,0,70,LawSchoolAdmissions,GaussianNB,closest,-0.2223072254856707
Decoded,decoded,MLP,KIP,3,70,LawSchoolAdmissions,GaussianNB,centroid,0.01054756420740372
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,LawSchoolAdmissions,GaussianNB,centroid,-0.17668570062865968
Encoded,encoded,MLP,KIP,4,70,LawSchoolAdmissions,GaussianNB,centroid,0.18818386947872556
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,LawSchoolAdmissions,GaussianNB,centroid,-0.125360313603464
Original,original,,KIP,0,70,LawSchoolAdmissions,GaussianNB,centroid,-0.24335408558487842
Decoded,decoded,GNN,KIP,2,70,LawSchoolAdmissions,GaussianNB,centroid,0.010226790789655583
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,LawSchoolAdmissions,GaussianNB,centroid,-0.15793275708150084
Encoded,encoded,GNN,KIP,3,70,LawSchoolAdmissions,GaussianNB,centroid,0.08466660886965441
Encoded-FT,encoded,GNN-MultiHead,KIP,4,70,LawSchoolAdmissions,GaussianNB,centroid,0.1811411473331755
Original,original,,KIP,0,70,LawSchoolAdmissions,GaussianNB,centroid,-0.24335408558487842
Decoded,decoded,MLP,KMeans,3,70,LawSchoolAdmissions,GaussianNB,centroid,-0.09448546209882817
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,LawSchoolAdmissions,GaussianNB,centroid,-0.15878354472200035
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,GaussianNB,centroid,0.08101953929532942
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,LawSchoolAdmissions,GaussianNB,centroid,-0.15801828103875287
Original,original,,KMeans,0,70,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,70,LawSchoolAdmissions,GaussianNB,centroid,-0.08442268985732726
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,GaussianNB,centroid,-0.11414730271497561
Encoded,encoded,GNN,KMeans,3,70,LawSchoolAdmissions,GaussianNB,centroid,0.07547571236770138
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,LawSchoolAdmissions,GaussianNB,centroid,0.16648585574334374
Original,original,,KMeans,0,70,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,2,70,LawSchoolAdmissions,GaussianNB,closest,-0.15563181116310237
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,LawSchoolAdmissions,GaussianNB,closest,-0.168899271523334
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,GaussianNB,closest,0.09817564512009666
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,LawSchoolAdmissions,GaussianNB,closest,-0.14953852209915622
Original,original,,KMeans,0,70,LawSchoolAdmissions,GaussianNB,closest,-0.195153486214241
Decoded,decoded,GNN,KMeans,0,70,LawSchoolAdmissions,GaussianNB,closest,-0.21033574596807267
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,GaussianNB,closest,-0.20900860160128967
Encoded,encoded,GNN,KMeans,3,70,LawSchoolAdmissions,GaussianNB,closest,0.06087431258654902
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,LawSchoolAdmissions,GaussianNB,closest,0.15742664270433773
Original,original,,KMeans,2,70,LawSchoolAdmissions,GaussianNB,closest,-0.195153486214241
Decoded,decoded,MLP,Agglo,3,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1143922182359046
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0684060949796914
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1948475029216348
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0781537311115288
Original,original,,Agglo,1,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0127632535979013
Decoded,decoded,GNN,Agglo,3,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0912929153420559
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.060691344605804
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1991686620955681
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0566429394506509
Original,original,,Agglo,1,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0127632535979013
Decoded,decoded,MLP,Agglo,3,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0968511723315054
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.082007020095944
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2246880184369458
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0476543154384904
Original,original,,Agglo,1,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0509038679993135
Decoded,decoded,GNN,Agglo,3,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0797871905723135
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0563078708433104
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1937840687135817
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0520715003718444
Original,original,,Agglo,1,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0509038679993135
Decoded,decoded,MLP,KIP,3,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.23991995129246577
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.14254022866389343
Encoded,encoded,MLP,KIP,4,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3246146711015584
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.032354755931122914
Original,original,,KIP,2,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.168917687536265
Decoded,decoded,GNN,KIP,3,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17576289401207884
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.12610695226498198
Encoded,encoded,GNN,KIP,4,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2459493474334562
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.020968961205593124
Original,original,,KIP,2,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.168917687536265
Decoded,decoded,MLP,KMeans,3,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1165844658924674
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.06750120542974583
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.18781249233837025
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07640626660019771
Original,original,,KMeans,1,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.022211371084396397
Decoded,decoded,GNN,KMeans,2,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.05893284734764592
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.061541070421614344
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16922987340944565
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.05939172789160121
Original,original,,KMeans,1,70,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.022211371084396397
Decoded,decoded,MLP,KMeans,2,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06336045209744769
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06466231622304121
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.22031578173140573
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.056494814608991265
Original,original,,KMeans,1,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05957111218260412
Decoded,decoded,GNN,KMeans,2,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0622185628008466
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06942131199790783
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.18957650596994183
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.052083146049050774
Original,original,,KMeans,1,70,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05957111218260412
Decoded,decoded,MLP,Agglo,3,70,LawSchoolAdmissions,LogisticRegression,centroid,0.1119538857801309
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0228547059399453
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,LogisticRegression,centroid,0.2426136663177158
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,LawSchoolAdmissions,LogisticRegression,centroid,0.1111103789002778
Original,original,,Agglo,0,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0079681274900398
Decoded,decoded,GNN,Agglo,2,70,LawSchoolAdmissions,LogisticRegression,centroid,0.095476317791217
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0317962554319584
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,LogisticRegression,centroid,0.2787140662303526
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,LawSchoolAdmissions,LogisticRegression,centroid,0.272003667748665
Original,original,,Agglo,0,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0079681274900398
Decoded,decoded,MLP,Agglo,2,70,LawSchoolAdmissions,LogisticRegression,closest,0.0408460675257382
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,LogisticRegression,closest,0.0215056597805376
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,LogisticRegression,closest,0.2617366074454544
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,LawSchoolAdmissions,LogisticRegression,closest,0.1173867855609697
Original,original,,Agglo,0,70,LawSchoolAdmissions,LogisticRegression,closest,0.0164088447721402
Decoded,decoded,GNN,Agglo,0,70,LawSchoolAdmissions,LogisticRegression,closest,0.0034860557768924
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,LogisticRegression,closest,0.0067103984816876
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,LogisticRegression,closest,0.2504405817184947
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,LawSchoolAdmissions,LogisticRegression,closest,0.2275218596314175
Original,original,,Agglo,2,70,LawSchoolAdmissions,LogisticRegression,closest,0.0164088447721402
Decoded,decoded,MLP,KIP,2,70,LawSchoolAdmissions,LogisticRegression,centroid,0.11637118821500385
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,LawSchoolAdmissions,LogisticRegression,centroid,0.03580084200061752
Encoded,encoded,MLP,KIP,4,70,LawSchoolAdmissions,LogisticRegression,centroid,0.3005013970582697
Encoded-FT,encoded,MLP-MultiHead,KIP,3,70,LawSchoolAdmissions,LogisticRegression,centroid,0.12312395032346983
Original,original,,KIP,0,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0008964143426294001
Decoded,decoded,GNN,KIP,2,70,LawSchoolAdmissions,LogisticRegression,centroid,0.09363566527839488
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0444213693430436
Encoded,encoded,GNN,KIP,4,70,LawSchoolAdmissions,LogisticRegression,centroid,0.24373827939659135
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,LawSchoolAdmissions,LogisticRegression,centroid,0.23708643686125064
Original,original,,KIP,0,70,LawSchoolAdmissions,LogisticRegression,centroid,0.0008964143426294001
Decoded,decoded,MLP,KMeans,2,70,LawSchoolAdmissions,LogisticRegression,centroid,0.11171269553167282
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,LawSchoolAdmissions,LogisticRegression,centroid,0.02865193291107774
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,LogisticRegression,centroid,0.2571765866590349
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,LawSchoolAdmissions,LogisticRegression,centroid,0.11391692210364586
Original,original,,KMeans,0,70,LawSchoolAdmissions,LogisticRegression,centroid,0.006872509960159321
Decoded,decoded,GNN,KMeans,2,70,LawSchoolAdmissions,LogisticRegression,centroid,0.06515544626785857
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,LogisticRegression,centroid,0.03523542879521606
Encoded,encoded,GNN,KMeans,3,70,LawSchoolAdmissions,LogisticRegression,centroid,0.23912892852032322
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,LawSchoolAdmissions,LogisticRegression,centroid,0.24421915363122176
Original,original,,KMeans,0,70,LawSchoolAdmissions,LogisticRegression,centroid,0.006872509960159321
Decoded,decoded,MLP,KMeans,2,70,LawSchoolAdmissions,LogisticRegression,closest,0.033310802159980064
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,LawSchoolAdmissions,LogisticRegression,closest,0.0186548701225344
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,LogisticRegression,closest,0.2513241928316977
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,LawSchoolAdmissions,LogisticRegression,closest,0.0999265697135842
Original,original,,KMeans,1,70,LawSchoolAdmissions,LogisticRegression,closest,0.02458125908464432
Decoded,decoded,GNN,KMeans,0,70,LawSchoolAdmissions,LogisticRegression,closest,0.00493432696435428
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,LogisticRegression,closest,0.01253454989117248
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,LogisticRegression,closest,0.22129101740486065
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,LawSchoolAdmissions,LogisticRegression,closest,0.2086903802559139
Original,original,,KMeans,2,70,LawSchoolAdmissions,LogisticRegression,closest,0.02458125908464432
Decoded,decoded,MLP,Agglo,3,70,LawSchoolAdmissions,MLPClassifier,centroid,0.1594472770543534
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0619299738663493
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,MLPClassifier,centroid,0.2178761325209559
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0474755044095828
Original,original,,Agglo,0,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0287545470292742
Decoded,decoded,GNN,Agglo,3,70,LawSchoolAdmissions,MLPClassifier,centroid,0.1491331460547225
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0577736313724308
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,MLPClassifier,centroid,0.2467455320494957
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,LawSchoolAdmissions,MLPClassifier,centroid,0.118623803462897
Original,original,,Agglo,0,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0287545470292742
Decoded,decoded,MLP,Agglo,3,70,LawSchoolAdmissions,MLPClassifier,closest,0.076183922156365
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,MLPClassifier,closest,0.0556083793370939
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,MLPClassifier,closest,0.2311576002229267
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,LawSchoolAdmissions,MLPClassifier,closest,0.0683155845427364
Original,original,,Agglo,0,70,LawSchoolAdmissions,MLPClassifier,closest,0.0175215960355177
Decoded,decoded,GNN,Agglo,2,70,LawSchoolAdmissions,MLPClassifier,closest,0.0526382183929687
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,MLPClassifier,closest,0.0381404438954955
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,MLPClassifier,closest,0.2406075132362798
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,LawSchoolAdmissions,MLPClassifier,closest,0.152531650336273
Original,original,,Agglo,0,70,LawSchoolAdmissions,MLPClassifier,closest,0.0175215960355177
Decoded,decoded,MLP,KIP,3,70,LawSchoolAdmissions,MLPClassifier,centroid,0.15630897958261464
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,LawSchoolAdmissions,MLPClassifier,centroid,0.06619985088003368
Encoded,encoded,MLP,KIP,4,70,LawSchoolAdmissions,MLPClassifier,centroid,0.2516167842806468
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0056853869964376596
Original,original,,KIP,0,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0010956175298804
Decoded,decoded,GNN,KIP,2,70,LawSchoolAdmissions,MLPClassifier,centroid,0.13543952733489478
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,LawSchoolAdmissions,MLPClassifier,centroid,0.07717165365005005
Encoded,encoded,GNN,KIP,4,70,LawSchoolAdmissions,MLPClassifier,centroid,0.23234491146943417
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,LawSchoolAdmissions,MLPClassifier,centroid,0.13826941760368727
Original,original,,KIP,0,70,LawSchoolAdmissions,MLPClassifier,centroid,0.0010956175298804
Decoded,decoded,MLP,KMeans,3,70,LawSchoolAdmissions,MLPClassifier,centroid,0.15941075019393125
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,LawSchoolAdmissions,MLPClassifier,centroid,0.08662570888468804
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,MLPClassifier,centroid,0.22387538692112458
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,LawSchoolAdmissions,MLPClassifier,centroid,0.051613960038861505
Original,original,,KMeans,0,70,LawSchoolAdmissions,MLPClassifier,centroid,0.032820890351636905
Decoded,decoded,GNN,KMeans,3,70,LawSchoolAdmissions,MLPClassifier,centroid,0.1280477334518259
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,MLPClassifier,centroid,0.07283098230894938
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,MLPClassifier,centroid,0.21036779159355015
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,LawSchoolAdmissions,MLPClassifier,centroid,0.1040520338306509
Original,original,,KMeans,0,70,LawSchoolAdmissions,MLPClassifier,centroid,0.032820890351636905
Decoded,decoded,MLP,KMeans,2,70,LawSchoolAdmissions,MLPClassifier,closest,0.0575836540416782
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,LawSchoolAdmissions,MLPClassifier,closest,0.07566802732359776
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,MLPClassifier,closest,0.215847385505238
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,LawSchoolAdmissions,MLPClassifier,closest,0.05136975726583261
Original,original,,KMeans,0,70,LawSchoolAdmissions,MLPClassifier,closest,0.030388276760632237
Decoded,decoded,GNN,KMeans,1,70,LawSchoolAdmissions,MLPClassifier,closest,0.03076634859428068
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,LawSchoolAdmissions,MLPClassifier,closest,0.039884507339262916
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,MLPClassifier,closest,0.21347389270893738
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,LawSchoolAdmissions,MLPClassifier,closest,0.11627102177302133
Original,original,,KMeans,0,70,LawSchoolAdmissions,MLPClassifier,closest,0.030388276760632237
Decoded,decoded,MLP,Agglo,2,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1339236626273732
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,LawSchoolAdmissions,XGBClassifier,centroid,0.0598748672606361
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,XGBClassifier,centroid,0.2490265779980267
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1265156764247358
Original,original,,Agglo,3,70,LawSchoolAdmissions,XGBClassifier,centroid,0.2046313799621928
Decoded,decoded,GNN,Agglo,1,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1051747640816695
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,XGBClassifier,centroid,0.2442197184795789
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1358375571438255
Original,original,,Agglo,3,70,LawSchoolAdmissions,XGBClassifier,centroid,0.2046313799621928
Decoded,decoded,MLP,Agglo,1,70,LawSchoolAdmissions,XGBClassifier,closest,0.0654207367128838
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,LawSchoolAdmissions,XGBClassifier,closest,0.0596385723646057
Encoded,encoded,MLP,Agglo,4,70,LawSchoolAdmissions,XGBClassifier,closest,0.2519364884507339
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,LawSchoolAdmissions,XGBClassifier,closest,0.0983127979575083
Original,original,,Agglo,2,70,LawSchoolAdmissions,XGBClassifier,closest,0.0657370517928286
Decoded,decoded,GNN,Agglo,0,70,LawSchoolAdmissions,XGBClassifier,closest,0.0084661354581673
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,LawSchoolAdmissions,XGBClassifier,closest,0.0264527899743182
Encoded,encoded,GNN,Agglo,4,70,LawSchoolAdmissions,XGBClassifier,closest,0.2523102297803117
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,LawSchoolAdmissions,XGBClassifier,closest,0.1135674692534211
Original,original,,Agglo,2,70,LawSchoolAdmissions,XGBClassifier,closest,0.0657370517928286
Decoded,decoded,MLP,KIP,3,70,LawSchoolAdmissions,XGBClassifier,centroid,0.16516165959978604
Decoded-FT,decoded,MLP-MultiHead,KIP,0,70,LawSchoolAdmissions,XGBClassifier,centroid,0.057014286897777475
Encoded,encoded,MLP,KIP,4,70,LawSchoolAdmissions,XGBClassifier,centroid,0.3197851316849803
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,LawSchoolAdmissions,XGBClassifier,centroid,0.09901415133417174
Original,original,,KIP,2,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1486040714269575
Decoded,decoded,GNN,KIP,1,70,LawSchoolAdmissions,XGBClassifier,centroid,0.09181911296214004
Decoded-FT,decoded,GNN-MultiHead,KIP,0,70,LawSchoolAdmissions,XGBClassifier,centroid,0.046872811212616404
Encoded,encoded,GNN,KIP,4,70,LawSchoolAdmissions,XGBClassifier,centroid,0.26140635943936913
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,LawSchoolAdmissions,XGBClassifier,centroid,0.18522752091821745
Original,original,,KIP,2,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1486040714269575
Decoded,decoded,MLP,KMeans,2,70,LawSchoolAdmissions,XGBClassifier,centroid,0.13631654855059905
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,LawSchoolAdmissions,XGBClassifier,centroid,0.05843525708131554
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,XGBClassifier,centroid,0.23310896301372958
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,LawSchoolAdmissions,XGBClassifier,centroid,0.11363920499476574
Original,original,,KMeans,3,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1452744786449664
Decoded,decoded,GNN,KMeans,0,70,LawSchoolAdmissions,XGBClassifier,centroid,0.05950451502120061
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,XGBClassifier,centroid,0.23267497119273375
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,LawSchoolAdmissions,XGBClassifier,centroid,0.11276500802084666
Original,original,,KMeans,3,70,LawSchoolAdmissions,XGBClassifier,centroid,0.1452744786449664
Decoded,decoded,MLP,KMeans,1,70,LawSchoolAdmissions,XGBClassifier,closest,0.06581085864481577
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,LawSchoolAdmissions,XGBClassifier,closest,0.06233365215885032
Encoded,encoded,MLP,KMeans,4,70,LawSchoolAdmissions,XGBClassifier,closest,0.25920439226082437
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,LawSchoolAdmissions,XGBClassifier,closest,0.10039162819421746
Original,original,,KMeans,2,70,LawSchoolAdmissions,XGBClassifier,closest,0.06898323530076285
Decoded,decoded,GNN,KMeans,0,70,LawSchoolAdmissions,XGBClassifier,closest,0.0096577772087453
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,LawSchoolAdmissions,XGBClassifier,closest,0.04620440732344722
Encoded,encoded,GNN,KMeans,4,70,LawSchoolAdmissions,XGBClassifier,closest,0.23944147794455445
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,LawSchoolAdmissions,XGBClassifier,closest,0.13000041422212844
Original,original,,KMeans,2,70,LawSchoolAdmissions,XGBClassifier,closest,0.06898323530076285
Decoded,decoded,MLP,Agglo,4,70,MagicTelescope,GaussianNB,centroid,0.067293184633846
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MagicTelescope,GaussianNB,centroid,0.0020188228943391
Encoded,encoded,MLP,Agglo,2,70,MagicTelescope,GaussianNB,centroid,-0.0100880355108576
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,MagicTelescope,GaussianNB,centroid,-0.0894266810454354
Original,original,,Agglo,0,70,MagicTelescope,GaussianNB,centroid,-0.091472859263546
Decoded,decoded,GNN,Agglo,3,70,MagicTelescope,GaussianNB,centroid,0.0981250661086991
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,MagicTelescope,GaussianNB,centroid,0.0235623561565892
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,GaussianNB,centroid,0.1735479490194028
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MagicTelescope,GaussianNB,centroid,-0.0858021006457072
Original,original,,Agglo,0,70,MagicTelescope,GaussianNB,centroid,-0.091472859263546
Decoded,decoded,MLP,Agglo,4,70,MagicTelescope,GaussianNB,closest,0.0151548493694292
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MagicTelescope,GaussianNB,closest,-0.0402624773710683
Encoded,encoded,MLP,Agglo,3,70,MagicTelescope,GaussianNB,closest,-0.0201958276444392
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,GaussianNB,closest,-0.0904360924926049
Original,original,,Agglo,1,70,MagicTelescope,GaussianNB,closest,-0.0682290406548742
Decoded,decoded,GNN,Agglo,1,70,MagicTelescope,GaussianNB,closest,-0.0707554567791963
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MagicTelescope,GaussianNB,closest,-0.0540489526558371
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,GaussianNB,closest,0.1873541809268956
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,GaussianNB,closest,-0.0822182492835943
Original,original,,Agglo,2,70,MagicTelescope,GaussianNB,closest,-0.0682290406548742
Decoded,decoded,MLP,KIP,4,70,MagicTelescope,GaussianNB,centroid,0.2884468741375474
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,MagicTelescope,GaussianNB,centroid,0.13648124215054178
Encoded,encoded,MLP,KIP,2,70,MagicTelescope,GaussianNB,centroid,0.04154465179104416
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MagicTelescope,GaussianNB,centroid,-0.08990229894140968
Original,original,,KIP,1,70,MagicTelescope,GaussianNB,centroid,-0.014756616644924276
Decoded,decoded,GNN,KIP,4,70,MagicTelescope,GaussianNB,centroid,0.33568289222367165
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,MagicTelescope,GaussianNB,centroid,-0.048001784782902
Encoded,encoded,GNN,KIP,3,70,MagicTelescope,GaussianNB,centroid,0.26404106216466927
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MagicTelescope,GaussianNB,centroid,-0.08684962717733175
Original,original,,KIP,2,70,MagicTelescope,GaussianNB,centroid,-0.014756616644924276
Decoded,decoded,MLP,KMeans,4,70,MagicTelescope,GaussianNB,centroid,0.07810564990778215
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,GaussianNB,centroid,-0.0016328696707269795
Encoded,encoded,MLP,KMeans,2,70,MagicTelescope,GaussianNB,centroid,-0.01586140698764384
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,GaussianNB,centroid,-0.08884541081009442
Original,original,,KMeans,1,70,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,70,MagicTelescope,GaussianNB,centroid,0.1202746109769011
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MagicTelescope,GaussianNB,centroid,-0.01790971284204786
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,GaussianNB,centroid,0.17297452064354307
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,GaussianNB,centroid,-0.08677631490962409
Original,original,,KMeans,1,70,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,1,70,MagicTelescope,GaussianNB,closest,-0.07117721508214493
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,GaussianNB,closest,-0.05376318070683722
Encoded,encoded,MLP,KMeans,4,70,MagicTelescope,GaussianNB,closest,-0.007150499265053581
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,GaussianNB,closest,-0.0925755827595807
Original,original,,KMeans,2,70,MagicTelescope,GaussianNB,closest,-0.0682885536814794
Decoded,decoded,GNN,KMeans,3,70,MagicTelescope,GaussianNB,closest,-0.03538453682573682
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MagicTelescope,GaussianNB,closest,-0.049248336492366616
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,GaussianNB,closest,0.18365926695027043
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,GaussianNB,closest,-0.08742804030107873
Original,original,,KMeans,1,70,MagicTelescope,GaussianNB,closest,-0.0682885536814794
Decoded,decoded,MLP,Agglo,4,70,MagicTelescope,KNeighborsClassifier,centroid,0.1916206289671892
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MagicTelescope,KNeighborsClassifier,centroid,0.1868117630376818
Encoded,encoded,MLP,Agglo,1,70,MagicTelescope,KNeighborsClassifier,centroid,0.0679138318843158
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,KNeighborsClassifier,centroid,-0.0071515754763408
Original,original,,Agglo,2,70,MagicTelescope,KNeighborsClassifier,centroid,0.1208372142164044
Decoded,decoded,GNN,Agglo,4,70,MagicTelescope,KNeighborsClassifier,centroid,0.2852964809310783
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MagicTelescope,KNeighborsClassifier,centroid,0.1950852033397374
Encoded,encoded,GNN,Agglo,2,70,MagicTelescope,KNeighborsClassifier,centroid,0.191304504975408
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,KNeighborsClassifier,centroid,-0.0082484172947905
Original,original,,Agglo,1,70,MagicTelescope,KNeighborsClassifier,centroid,0.1208372142164044
Decoded,decoded,MLP,Agglo,4,70,MagicTelescope,KNeighborsClassifier,closest,0.1939383155067576
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MagicTelescope,KNeighborsClassifier,closest,0.1772310096227365
Encoded,encoded,MLP,Agglo,1,70,MagicTelescope,KNeighborsClassifier,closest,0.1382629584423456
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,KNeighborsClassifier,closest,-0.0003286354954137
Original,original,,Agglo,2,70,MagicTelescope,KNeighborsClassifier,closest,0.1619861594966483
Decoded,decoded,GNN,Agglo,2,70,MagicTelescope,KNeighborsClassifier,closest,0.1958906661402567
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MagicTelescope,KNeighborsClassifier,closest,0.1986484795742752
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,KNeighborsClassifier,closest,0.2387119824060455
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,KNeighborsClassifier,closest,-0.0007251111438572
Original,original,,Agglo,1,70,MagicTelescope,KNeighborsClassifier,closest,0.1619861594966483
Decoded,decoded,MLP,KIP,3,70,MagicTelescope,KNeighborsClassifier,centroid,0.30036377891895044
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MagicTelescope,KNeighborsClassifier,centroid,0.2903923885572568
Encoded,encoded,MLP,KIP,1,70,MagicTelescope,KNeighborsClassifier,centroid,0.22953521154172307
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MagicTelescope,KNeighborsClassifier,centroid,0.03041262938980006
Original,original,,KIP,4,70,MagicTelescope,KNeighborsClassifier,centroid,0.4456022620798567
Decoded,decoded,GNN,KIP,2,70,MagicTelescope,KNeighborsClassifier,centroid,0.3487094523019777
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,MagicTelescope,KNeighborsClassifier,centroid,0.3007279470846807
Encoded,encoded,GNN,KIP,3,70,MagicTelescope,KNeighborsClassifier,centroid,0.354444614353753
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MagicTelescope,KNeighborsClassifier,centroid,0.02406306909964436
Original,original,,KIP,4,70,MagicTelescope,KNeighborsClassifier,centroid,0.4456022620798567
Decoded,decoded,MLP,KMeans,3,70,MagicTelescope,KNeighborsClassifier,centroid,0.17811715772001477
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,MagicTelescope,KNeighborsClassifier,centroid,0.17818777820718495
Encoded,encoded,MLP,KMeans,1,70,MagicTelescope,KNeighborsClassifier,centroid,0.06973578484662284
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,KNeighborsClassifier,centroid,-0.00616005271513526
Original,original,,KMeans,2,70,MagicTelescope,KNeighborsClassifier,centroid,0.10956590643063473
Decoded,decoded,GNN,KMeans,4,70,MagicTelescope,KNeighborsClassifier,centroid,0.26893232388668464
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,MagicTelescope,KNeighborsClassifier,centroid,0.1898061273003789
Encoded,encoded,GNN,KMeans,2,70,MagicTelescope,KNeighborsClassifier,centroid,0.18881304755205483
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,KNeighborsClassifier,centroid,-0.00714290083382218
Original,original,,KMeans,1,70,MagicTelescope,KNeighborsClassifier,centroid,0.10956590643063473
Decoded,decoded,MLP,KMeans,4,70,MagicTelescope,KNeighborsClassifier,closest,0.17670552647017113
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,KNeighborsClassifier,closest,0.17633613127625677
Encoded,encoded,MLP,KMeans,1,70,MagicTelescope,KNeighborsClassifier,closest,0.12904542787952256
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,KNeighborsClassifier,closest,-0.0013970066922642003
Original,original,,KMeans,2,70,MagicTelescope,KNeighborsClassifier,closest,0.159556870344678
Decoded,decoded,GNN,KMeans,2,70,MagicTelescope,KNeighborsClassifier,closest,0.1953862579204768
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,MagicTelescope,KNeighborsClassifier,closest,0.2087135671965056
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,KNeighborsClassifier,closest,0.23173011852564435
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,KNeighborsClassifier,closest,-0.00629017235291332
Original,original,,KMeans,1,70,MagicTelescope,KNeighborsClassifier,closest,0.159556870344678
Decoded,decoded,MLP,Agglo,4,70,MagicTelescope,LogisticRegression,centroid,0.059843829849119
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MagicTelescope,LogisticRegression,centroid,0.0468656694590754
Encoded,encoded,MLP,Agglo,2,70,MagicTelescope,LogisticRegression,centroid,0.0347568362017066
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,LogisticRegression,centroid,0.0218030494695885
Original,original,,Agglo,1,70,MagicTelescope,LogisticRegression,centroid,0.0317206908794584
Decoded,decoded,GNN,Agglo,3,70,MagicTelescope,LogisticRegression,centroid,0.177696423923991
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,MagicTelescope,LogisticRegression,centroid,0.0882448285191296
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,LogisticRegression,centroid,0.2313406784705584
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,LogisticRegression,centroid,0.0192497733926858
Original,original,,Agglo,1,70,MagicTelescope,LogisticRegression,centroid,0.0317206908794584
Decoded,decoded,MLP,Agglo,3,70,MagicTelescope,LogisticRegression,closest,0.0406363041301704
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,MagicTelescope,LogisticRegression,closest,0.0254972835558241
Encoded,encoded,MLP,Agglo,2,70,MagicTelescope,LogisticRegression,closest,0.0290103401181472
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,LogisticRegression,closest,0.0229318206499587
Original,original,,Agglo,4,70,MagicTelescope,LogisticRegression,closest,0.0863366419219875
Decoded,decoded,GNN,Agglo,2,70,MagicTelescope,LogisticRegression,closest,0.0597111288226358
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,MagicTelescope,LogisticRegression,closest,0.0385296076301465
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,LogisticRegression,closest,0.2462925635157214
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,LogisticRegression,closest,0.023758900108896
Original,original,,Agglo,3,70,MagicTelescope,LogisticRegression,closest,0.0863366419219875
Decoded,decoded,MLP,KIP,4,70,MagicTelescope,LogisticRegression,centroid,0.14862173734892054
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MagicTelescope,LogisticRegression,centroid,0.07105912480694025
Encoded,encoded,MLP,KIP,1,70,MagicTelescope,LogisticRegression,centroid,0.06206275350296854
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MagicTelescope,LogisticRegression,centroid,0.02155801296191126
Original,original,,KIP,3,70,MagicTelescope,LogisticRegression,centroid,0.1118846768499809
Decoded,decoded,GNN,KIP,3,70,MagicTelescope,LogisticRegression,centroid,0.2242127917831524
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,MagicTelescope,LogisticRegression,centroid,0.06459663898089943
Encoded,encoded,GNN,KIP,4,70,MagicTelescope,LogisticRegression,centroid,0.2977119905668527
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MagicTelescope,LogisticRegression,centroid,0.020432816584703424
Original,original,,KIP,2,70,MagicTelescope,LogisticRegression,centroid,0.1118846768499809
Decoded,decoded,MLP,KMeans,4,70,MagicTelescope,LogisticRegression,centroid,0.08375937133294928
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,LogisticRegression,centroid,0.04717846473578542
Encoded,encoded,MLP,KMeans,1,70,MagicTelescope,LogisticRegression,centroid,0.031703683482594856
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,LogisticRegression,centroid,0.020155119375406018
Original,original,,KMeans,2,70,MagicTelescope,LogisticRegression,centroid,0.032186715218993224
Decoded,decoded,GNN,KMeans,3,70,MagicTelescope,LogisticRegression,centroid,0.16297630528385693
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MagicTelescope,LogisticRegression,centroid,0.043906707386924475
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,LogisticRegression,centroid,0.23749031485620486
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,LogisticRegression,centroid,0.01992941930301626
Original,original,,KMeans,1,70,MagicTelescope,LogisticRegression,centroid,0.032186715218993224
Decoded,decoded,MLP,KMeans,1,70,MagicTelescope,LogisticRegression,closest,0.02743368943247556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,LogisticRegression,closest,0.03564669137072302
Encoded,encoded,MLP,KMeans,2,70,MagicTelescope,LogisticRegression,closest,0.0329363406094118
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,LogisticRegression,closest,0.021062956887602978
Original,original,,KMeans,4,70,MagicTelescope,LogisticRegression,closest,0.0431110428648689
Decoded,decoded,GNN,KMeans,3,70,MagicTelescope,LogisticRegression,closest,0.06560137532427111
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,MagicTelescope,LogisticRegression,closest,0.03437790706649212
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,LogisticRegression,closest,0.24716779448998252
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,LogisticRegression,closest,0.021427640973852156
Original,original,,KMeans,2,70,MagicTelescope,LogisticRegression,closest,0.0431110428648689
Decoded,decoded,MLP,Agglo,4,70,MagicTelescope,MLPClassifier,centroid,0.0879196652231855
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MagicTelescope,MLPClassifier,centroid,0.0519000138716693
Encoded,encoded,MLP,Agglo,1,70,MagicTelescope,MLPClassifier,centroid,0.0398632372157995
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,MLPClassifier,centroid,0.024686713477703
Original,original,,Agglo,3,70,MagicTelescope,MLPClassifier,centroid,0.0578850724106532
Decoded,decoded,GNN,Agglo,3,70,MagicTelescope,MLPClassifier,centroid,0.184447321931217
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,MagicTelescope,MLPClassifier,centroid,0.1385207618946865
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,MLPClassifier,centroid,0.2259827160080682
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,MLPClassifier,centroid,0.0281937629304737
Original,original,,Agglo,1,70,MagicTelescope,MLPClassifier,centroid,0.0578850724106532
Decoded,decoded,MLP,Agglo,3,70,MagicTelescope,MLPClassifier,closest,0.0986510476348804
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MagicTelescope,MLPClassifier,closest,0.0522368201600153
Encoded,encoded,MLP,Agglo,1,70,MagicTelescope,MLPClassifier,closest,0.0378240478610371
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,MLPClassifier,closest,0.024686713477703
Original,original,,Agglo,4,70,MagicTelescope,MLPClassifier,closest,0.1117395343113309
Decoded,decoded,GNN,Agglo,2,70,MagicTelescope,MLPClassifier,closest,0.0849121577894281
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,MagicTelescope,MLPClassifier,closest,0.0822109605618188
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,MLPClassifier,closest,0.2266444540040816
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,MLPClassifier,closest,0.0315623655676022
Original,original,,Agglo,3,70,MagicTelescope,MLPClassifier,closest,0.1117395343113309
Decoded,decoded,MLP,KIP,4,70,MagicTelescope,MLPClassifier,centroid,0.17175598600310787
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MagicTelescope,MLPClassifier,centroid,0.10430162082628729
Encoded,encoded,MLP,KIP,1,70,MagicTelescope,MLPClassifier,centroid,0.0618565798940679
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MagicTelescope,MLPClassifier,centroid,0.02439924067454092
Original,original,,KIP,3,70,MagicTelescope,MLPClassifier,centroid,0.10838215855048068
Decoded,decoded,GNN,KIP,3,70,MagicTelescope,MLPClassifier,centroid,0.2280241723282328
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,MagicTelescope,MLPClassifier,centroid,0.11267249852512315
Encoded,encoded,GNN,KIP,4,70,MagicTelescope,MLPClassifier,centroid,0.2748653989292367
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MagicTelescope,MLPClassifier,centroid,0.02311797341929086
Original,original,,KIP,1,70,MagicTelescope,MLPClassifier,centroid,0.10838215855048068
Decoded,decoded,MLP,KMeans,4,70,MagicTelescope,MLPClassifier,centroid,0.09381447694900996
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,MLPClassifier,centroid,0.07029843520014331
Encoded,encoded,MLP,KMeans,1,70,MagicTelescope,MLPClassifier,centroid,0.038968163709446245
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,MLPClassifier,centroid,0.025092122457152984
Original,original,,KMeans,2,70,MagicTelescope,MLPClassifier,centroid,0.06181307574848984
Decoded,decoded,GNN,KMeans,3,70,MagicTelescope,MLPClassifier,centroid,0.16687904174292936
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MagicTelescope,MLPClassifier,centroid,0.08517669106173323
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,MLPClassifier,centroid,0.23089112790704575
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,MLPClassifier,centroid,0.025945203128196304
Original,original,,KMeans,1,70,MagicTelescope,MLPClassifier,centroid,0.06181307574848984
Decoded,decoded,MLP,KMeans,2,70,MagicTelescope,MLPClassifier,closest,0.05574727006088957
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MagicTelescope,MLPClassifier,closest,0.06931424836333189
Encoded,encoded,MLP,KMeans,1,70,MagicTelescope,MLPClassifier,closest,0.03837027857226514
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,MLPClassifier,closest,0.025409713514945982
Original,original,,KMeans,4,70,MagicTelescope,MLPClassifier,closest,0.07988159963555833
Decoded,decoded,GNN,KMeans,3,70,MagicTelescope,MLPClassifier,closest,0.08356827910878033
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,MagicTelescope,MLPClassifier,closest,0.068102879207987
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,MLPClassifier,closest,0.2328029353963438
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,MLPClassifier,closest,0.027520042403048017
Original,original,,KMeans,2,70,MagicTelescope,MLPClassifier,closest,0.07988159963555833
Decoded,decoded,MLP,Agglo,2,70,MagicTelescope,XGBClassifier,centroid,0.1397787717927299
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,MagicTelescope,XGBClassifier,centroid,0.1236579450836679
Encoded,encoded,MLP,Agglo,3,70,MagicTelescope,XGBClassifier,centroid,0.1717665921155452
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MagicTelescope,XGBClassifier,centroid,0.1017423405459297
Original,original,,Agglo,4,70,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,70,MagicTelescope,XGBClassifier,centroid,0.2729147692058958
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,XGBClassifier,centroid,0.0652739080057125
Encoded,encoded,GNN,Agglo,2,70,MagicTelescope,XGBClassifier,centroid,0.2483261027727628
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MagicTelescope,XGBClassifier,centroid,0.0708232060575031
Original,original,,Agglo,4,70,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,0,70,MagicTelescope,XGBClassifier,closest,0.0532375845436663
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MagicTelescope,XGBClassifier,closest,0.0691837999514968
Encoded,encoded,MLP,Agglo,3,70,MagicTelescope,XGBClassifier,closest,0.161556681307429
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,MagicTelescope,XGBClassifier,closest,0.0642106114090161
Original,original,,Agglo,4,70,MagicTelescope,XGBClassifier,closest,0.1821627010859313
Decoded,decoded,GNN,Agglo,2,70,MagicTelescope,XGBClassifier,closest,0.0607873676268491
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,MagicTelescope,XGBClassifier,closest,0.0442645037859394
Encoded,encoded,GNN,Agglo,4,70,MagicTelescope,XGBClassifier,closest,0.2542060305569777
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MagicTelescope,XGBClassifier,closest,0.0569494220042574
Original,original,,Agglo,3,70,MagicTelescope,XGBClassifier,closest,0.1821627010859313
Decoded,decoded,MLP,KIP,3,70,MagicTelescope,XGBClassifier,centroid,0.16776939451914522
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,MagicTelescope,XGBClassifier,centroid,0.0925027080919403
Encoded,encoded,MLP,KIP,4,70,MagicTelescope,XGBClassifier,centroid,0.19093476327773434
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MagicTelescope,XGBClassifier,centroid,0.05000156287893076
Original,original,,KIP,2,70,MagicTelescope,XGBClassifier,centroid,0.11854248066610981
Decoded,decoded,GNN,KIP,3,70,MagicTelescope,XGBClassifier,centroid,0.27674414594055674
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,MagicTelescope,XGBClassifier,centroid,0.09514532079437363
Encoded,encoded,GNN,KIP,4,70,MagicTelescope,XGBClassifier,centroid,0.3492166204090431
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MagicTelescope,XGBClassifier,centroid,0.03707288943978868
Original,original,,KIP,2,70,MagicTelescope,XGBClassifier,centroid,0.11854248066610981
Decoded,decoded,MLP,KMeans,3,70,MagicTelescope,XGBClassifier,centroid,0.14883565519657238
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,MagicTelescope,XGBClassifier,centroid,0.0857675621783298
Encoded,encoded,MLP,KMeans,2,70,MagicTelescope,XGBClassifier,centroid,0.13962841206111395
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,XGBClassifier,centroid,0.06408078467300796
Original,original,,KMeans,4,70,MagicTelescope,XGBClassifier,centroid,0.4226486486486486
Decoded,decoded,GNN,KMeans,2,70,MagicTelescope,XGBClassifier,centroid,0.21330128533318962
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,MagicTelescope,XGBClassifier,centroid,0.06385384387378402
Encoded,encoded,GNN,KMeans,3,70,MagicTelescope,XGBClassifier,centroid,0.23365093907466786
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,XGBClassifier,centroid,0.055340842337851304
Original,original,,KMeans,4,70,MagicTelescope,XGBClassifier,centroid,0.4226486486486486
Decoded,decoded,MLP,KMeans,2,70,MagicTelescope,XGBClassifier,closest,0.07536881248147448
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,MagicTelescope,XGBClassifier,closest,0.0685951335183638
Encoded,encoded,MLP,KMeans,3,70,MagicTelescope,XGBClassifier,closest,0.12669747514214108
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MagicTelescope,XGBClassifier,closest,0.06490964943008812
Original,original,,KMeans,4,70,MagicTelescope,XGBClassifier,closest,0.13922098569157387
Decoded,decoded,GNN,KMeans,2,70,MagicTelescope,XGBClassifier,closest,0.09121042278569697
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,MagicTelescope,XGBClassifier,closest,0.04490722427312656
Encoded,encoded,GNN,KMeans,4,70,MagicTelescope,XGBClassifier,closest,0.2510227695292501
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,MagicTelescope,XGBClassifier,closest,0.05021174314893158
Original,original,,KMeans,3,70,MagicTelescope,XGBClassifier,closest,0.13922098569157387
Decoded,decoded,MLP,Agglo,2,70,MedicalAppointments,GaussianNB,centroid,-0.0099244673734955
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,MedicalAppointments,GaussianNB,centroid,0.0258718344059123
Encoded,encoded,MLP,Agglo,1,70,MedicalAppointments,GaussianNB,centroid,-0.0777165559771068
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,GaussianNB,centroid,-0.1306140541625546
Original,original,,Agglo,3,70,MedicalAppointments,GaussianNB,centroid,0.0140007218546942
Decoded,decoded,GNN,Agglo,2,70,MedicalAppointments,GaussianNB,centroid,0.004645581588808
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MedicalAppointments,GaussianNB,centroid,0.0417952315858506
Encoded,encoded,GNN,Agglo,1,70,MedicalAppointments,GaussianNB,centroid,-0.1409449743582934
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MedicalAppointments,GaussianNB,centroid,-0.1563791451246957
Original,original,,Agglo,3,70,MedicalAppointments,GaussianNB,centroid,0.0140007218546942
Decoded,decoded,MLP,Agglo,4,70,MedicalAppointments,GaussianNB,closest,0.0515952799049346
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MedicalAppointments,GaussianNB,closest,0.0312119381591603
Encoded,encoded,MLP,Agglo,1,70,MedicalAppointments,GaussianNB,closest,-0.0544455367876017
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,GaussianNB,closest,-0.1003326291255089
Original,original,,Agglo,2,70,MedicalAppointments,GaussianNB,closest,0.0196572621496542
Decoded,decoded,GNN,Agglo,4,70,MedicalAppointments,GaussianNB,closest,0.0305860490975006
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MedicalAppointments,GaussianNB,closest,0.0239989094579349
Encoded,encoded,GNN,Agglo,0,70,MedicalAppointments,GaussianNB,closest,-0.1285371268010366
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MedicalAppointments,GaussianNB,closest,-0.1196293950405857
Original,original,,Agglo,2,70,MedicalAppointments,GaussianNB,closest,0.0196572621496542
Decoded,decoded,MLP,KIP,4,70,MedicalAppointments,GaussianNB,centroid,0.03794420749545914
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,MedicalAppointments,GaussianNB,centroid,0.027302541442409223
Encoded,encoded,MLP,KIP,1,70,MedicalAppointments,GaussianNB,centroid,0.005283145175739659
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MedicalAppointments,GaussianNB,centroid,-0.03924337349979318
Original,original,,KIP,2,70,MedicalAppointments,GaussianNB,centroid,0.015381730247418882
Decoded,decoded,GNN,KIP,4,70,MedicalAppointments,GaussianNB,centroid,0.039626149626027216
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,MedicalAppointments,GaussianNB,centroid,0.03475630333831066
Encoded,encoded,GNN,KIP,1,70,MedicalAppointments,GaussianNB,centroid,-0.056125788957347475
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MedicalAppointments,GaussianNB,centroid,-0.06325611304527307
Original,original,,KIP,2,70,MedicalAppointments,GaussianNB,centroid,0.015381730247418882
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,GaussianNB,centroid,-0.06559407037583163
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MedicalAppointments,GaussianNB,centroid,0.00934044795343166
Encoded,encoded,MLP,KMeans,1,70,MedicalAppointments,GaussianNB,centroid,-0.09339035629030135
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,GaussianNB,centroid,-0.14285919987942639
Original,original,,KMeans,4,70,MedicalAppointments,GaussianNB,centroid,0.03195362402613856
Decoded,decoded,GNN,KMeans,3,70,MedicalAppointments,GaussianNB,centroid,0.011295284267792579
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MedicalAppointments,GaussianNB,centroid,-0.00399975788724544
Encoded,encoded,GNN,KMeans,1,70,MedicalAppointments,GaussianNB,centroid,-0.13218371736543363
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,GaussianNB,centroid,-0.1631957228126258
Original,original,,KMeans,4,70,MedicalAppointments,GaussianNB,centroid,0.03195362402613856
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,GaussianNB,closest,0.00678414078684238
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,MedicalAppointments,GaussianNB,closest,0.020084598059200674
Encoded,encoded,MLP,KMeans,1,70,MedicalAppointments,GaussianNB,closest,-0.07318520194428249
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,GaussianNB,closest,-0.11779242487132577
Original,original,,KMeans,3,70,MedicalAppointments,GaussianNB,closest,0.01737834998088444
Decoded,decoded,GNN,KMeans,4,70,MedicalAppointments,GaussianNB,closest,0.018682861779656383
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MedicalAppointments,GaussianNB,closest,0.00726053729372782
Encoded,encoded,GNN,KMeans,1,70,MedicalAppointments,GaussianNB,closest,-0.11091723313406159
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,GaussianNB,closest,-0.14426021189004687
Original,original,,KMeans,3,70,MedicalAppointments,GaussianNB,closest,0.01737834998088444
Decoded,decoded,MLP,Agglo,3,70,MedicalAppointments,KNeighborsClassifier,centroid,0.0130351254293236
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0355174876951728
Encoded,encoded,MLP,Agglo,4,70,MedicalAppointments,KNeighborsClassifier,centroid,0.0190914813739657
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.099283400796511
Original,original,,Agglo,1,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0503133694514117
Decoded,decoded,GNN,Agglo,0,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0728425373548126
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.069083897882167
Encoded,encoded,GNN,Agglo,4,70,MedicalAppointments,KNeighborsClassifier,centroid,0.0068596352748161
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0516712221979405
Original,original,,Agglo,3,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0503133694514117
Decoded,decoded,MLP,Agglo,3,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0088558060191722
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0831143362243015
Encoded,encoded,MLP,Agglo,4,70,MedicalAppointments,KNeighborsClassifier,closest,0.008838518919589
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,MedicalAppointments,KNeighborsClassifier,closest,-0.057696102574473
Original,original,,Agglo,2,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0169651681251976
Decoded,decoded,GNN,Agglo,0,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0415540287096321
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0376937867554721
Encoded,encoded,GNN,Agglo,4,70,MedicalAppointments,KNeighborsClassifier,closest,0.0217079491302632
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0403394468780476
Original,original,,Agglo,3,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0169651681251976
Decoded,decoded,MLP,KIP,2,70,MedicalAppointments,KNeighborsClassifier,centroid,0.0553763205876309
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,MedicalAppointments,KNeighborsClassifier,centroid,0.05808685625939784
Encoded,encoded,MLP,KIP,1,70,MedicalAppointments,KNeighborsClassifier,centroid,0.0522407342777091
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MedicalAppointments,KNeighborsClassifier,centroid,0.032487026521020215
Original,original,,KIP,4,70,MedicalAppointments,KNeighborsClassifier,centroid,0.06954843160342741
Decoded,decoded,GNN,KIP,0,70,MedicalAppointments,KNeighborsClassifier,centroid,0.0406358064758128
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,MedicalAppointments,KNeighborsClassifier,centroid,0.04196462994190885
Encoded,encoded,GNN,KIP,3,70,MedicalAppointments,KNeighborsClassifier,centroid,0.057269796175310805
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,MedicalAppointments,KNeighborsClassifier,centroid,0.044020049773799946
Original,original,,KIP,4,70,MedicalAppointments,KNeighborsClassifier,centroid,0.06954843160342741
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0295552812089226
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.027859465665536882
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.004325313858708819
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.08696692945232495
Original,original,,KMeans,1,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.07188841992648079
Decoded,decoded,GNN,KMeans,2,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.07157762723142191
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.0818944051769969
Encoded,encoded,GNN,KMeans,4,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.028881622508455856
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.05938841177218842
Original,original,,KMeans,1,70,MedicalAppointments,KNeighborsClassifier,centroid,-0.07188841992648079
Decoded,decoded,MLP,KMeans,3,70,MedicalAppointments,KNeighborsClassifier,closest,-0.03982398144735409
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,KNeighborsClassifier,closest,-0.06892095881430052
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,KNeighborsClassifier,closest,0.0002454931226700003
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,MedicalAppointments,KNeighborsClassifier,closest,-0.05234938206773272
Original,original,,KMeans,2,70,MedicalAppointments,KNeighborsClassifier,closest,-0.04337307191759588
Decoded,decoded,GNN,KMeans,1,70,MedicalAppointments,KNeighborsClassifier,closest,-0.04723850000163072
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,KNeighborsClassifier,closest,-0.06742327626415978
Encoded,encoded,GNN,KMeans,4,70,MedicalAppointments,KNeighborsClassifier,closest,-0.0051133446623633
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,MedicalAppointments,KNeighborsClassifier,closest,-0.042216923744320414
Original,original,,KMeans,2,70,MedicalAppointments,KNeighborsClassifier,closest,-0.04337307191759588
Decoded,decoded,MLP,Agglo,4,70,MedicalAppointments,LogisticRegression,centroid,0.1806222721699439
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MedicalAppointments,LogisticRegression,centroid,0.1571459392541997
Encoded,encoded,MLP,Agglo,2,70,MedicalAppointments,LogisticRegression,centroid,0.1310691337407041
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,MedicalAppointments,LogisticRegression,centroid,0.0827813137028315
Original,original,,Agglo,0,70,MedicalAppointments,LogisticRegression,centroid,0.0742688467126998
Decoded,decoded,GNN,Agglo,3,70,MedicalAppointments,LogisticRegression,centroid,0.1098344884172462
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,MedicalAppointments,LogisticRegression,centroid,0.1075583737314123
Encoded,encoded,GNN,Agglo,1,70,MedicalAppointments,LogisticRegression,centroid,0.1013347124738194
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,MedicalAppointments,LogisticRegression,centroid,0.1150649525666869
Original,original,,Agglo,0,70,MedicalAppointments,LogisticRegression,centroid,0.0742688467126998
Decoded,decoded,MLP,Agglo,4,70,MedicalAppointments,LogisticRegression,closest,0.1725858246056677
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,MedicalAppointments,LogisticRegression,closest,0.114185343832358
Encoded,encoded,MLP,Agglo,2,70,MedicalAppointments,LogisticRegression,closest,0.1243238073588858
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,LogisticRegression,closest,0.0733041869305636
Original,original,,Agglo,3,70,MedicalAppointments,LogisticRegression,closest,0.1438558891680372
Decoded,decoded,GNN,Agglo,0,70,MedicalAppointments,LogisticRegression,closest,0.0941909152719779
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MedicalAppointments,LogisticRegression,closest,0.1480390965573397
Encoded,encoded,GNN,Agglo,2,70,MedicalAppointments,LogisticRegression,closest,0.148007684463838
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,70,MedicalAppointments,LogisticRegression,closest,0.1503285333363995
Original,original,,Agglo,1,70,MedicalAppointments,LogisticRegression,closest,0.1438558891680372
Decoded,decoded,MLP,KIP,3,70,MedicalAppointments,LogisticRegression,centroid,0.1816870299536047
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,MedicalAppointments,LogisticRegression,centroid,0.18501859098109705
Encoded,encoded,MLP,KIP,2,70,MedicalAppointments,LogisticRegression,centroid,0.1566272190137401
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MedicalAppointments,LogisticRegression,centroid,0.13408128706565672
Original,original,,KIP,1,70,MedicalAppointments,LogisticRegression,centroid,0.14435583226867593
Decoded,decoded,GNN,KIP,4,70,MedicalAppointments,LogisticRegression,centroid,0.18070537398516318
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,MedicalAppointments,LogisticRegression,centroid,0.16970163349196668
Encoded,encoded,GNN,KIP,0,70,MedicalAppointments,LogisticRegression,centroid,0.12235051086371125
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,MedicalAppointments,LogisticRegression,centroid,0.13389989624894022
Original,original,,KIP,2,70,MedicalAppointments,LogisticRegression,centroid,0.14435583226867593
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,LogisticRegression,centroid,0.10402372791012877
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MedicalAppointments,LogisticRegression,centroid,0.11306022995475465
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,LogisticRegression,centroid,0.12589829647589262
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,MedicalAppointments,LogisticRegression,centroid,0.09236374110461039
Original,original,,KMeans,0,70,MedicalAppointments,LogisticRegression,centroid,0.055781581617137976
Decoded,decoded,GNN,KMeans,3,70,MedicalAppointments,LogisticRegression,centroid,0.0930654508129736
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MedicalAppointments,LogisticRegression,centroid,0.11122997067106107
Encoded,encoded,GNN,KMeans,1,70,MedicalAppointments,LogisticRegression,centroid,0.07399174717359512
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,MedicalAppointments,LogisticRegression,centroid,0.09194263674935865
Original,original,,KMeans,0,70,MedicalAppointments,LogisticRegression,centroid,0.055781581617137976
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,LogisticRegression,closest,0.1281634169290008
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,MedicalAppointments,LogisticRegression,closest,0.11462307976925841
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,LogisticRegression,closest,0.14220828279410286
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,LogisticRegression,closest,0.08818691429680056
Original,original,,KMeans,3,70,MedicalAppointments,LogisticRegression,closest,0.13492248610172614
Decoded,decoded,GNN,KMeans,3,70,MedicalAppointments,LogisticRegression,closest,0.130354242171675
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MedicalAppointments,LogisticRegression,closest,0.11949024342479313
Encoded,encoded,GNN,KMeans,1,70,MedicalAppointments,LogisticRegression,closest,0.11903643683648517
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,LogisticRegression,closest,0.10791086229492122
Original,original,,KMeans,4,70,MedicalAppointments,LogisticRegression,closest,0.13492248610172614
Decoded,decoded,MLP,Agglo,3,70,MedicalAppointments,MLPClassifier,centroid,0.0535588172638677
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,MedicalAppointments,MLPClassifier,centroid,0.0747778115880729
Encoded,encoded,MLP,Agglo,2,70,MedicalAppointments,MLPClassifier,centroid,0.0316944324847423
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,MLPClassifier,centroid,-0.0580165746104544
Original,original,,Agglo,1,70,MedicalAppointments,MLPClassifier,centroid,0.0025444414259496
Decoded,decoded,GNN,Agglo,0,70,MedicalAppointments,MLPClassifier,centroid,-0.0204374169470594
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,MedicalAppointments,MLPClassifier,centroid,-0.0015181531729305
Encoded,encoded,GNN,Agglo,3,70,MedicalAppointments,MLPClassifier,centroid,-0.0014763040666218
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MedicalAppointments,MLPClassifier,centroid,-0.0077774711995789
Original,original,,Agglo,4,70,MedicalAppointments,MLPClassifier,centroid,0.0025444414259496
Decoded,decoded,MLP,Agglo,4,70,MedicalAppointments,MLPClassifier,closest,0.0759577829998529
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MedicalAppointments,MLPClassifier,closest,0.0258379219578006
Encoded,encoded,MLP,Agglo,1,70,MedicalAppointments,MLPClassifier,closest,0.0244377501636728
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,MLPClassifier,closest,-0.0508898530733833
Original,original,,Agglo,3,70,MedicalAppointments,MLPClassifier,closest,0.0415602607821937
Decoded,decoded,GNN,Agglo,0,70,MedicalAppointments,MLPClassifier,closest,-0.017293138330684
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MedicalAppointments,MLPClassifier,closest,0.0629107133160468
Encoded,encoded,GNN,Agglo,2,70,MedicalAppointments,MLPClassifier,closest,0.0391154375678719
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MedicalAppointments,MLPClassifier,closest,0.037990003974483
Original,original,,Agglo,3,70,MedicalAppointments,MLPClassifier,closest,0.0415602607821937
Decoded,decoded,MLP,KIP,3,70,MedicalAppointments,MLPClassifier,centroid,0.08097975456878365
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,MedicalAppointments,MLPClassifier,centroid,0.08774531280157866
Encoded,encoded,MLP,KIP,2,70,MedicalAppointments,MLPClassifier,centroid,0.0579216220619032
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,MedicalAppointments,MLPClassifier,centroid,0.033317925611519236
Original,original,,KIP,0,70,MedicalAppointments,MLPClassifier,centroid,0.0123646061222801
Decoded,decoded,GNN,KIP,4,70,MedicalAppointments,MLPClassifier,centroid,0.08704259458784668
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,MedicalAppointments,MLPClassifier,centroid,0.07581923172133896
Encoded,encoded,GNN,KIP,2,70,MedicalAppointments,MLPClassifier,centroid,0.04868693503213914
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,MedicalAppointments,MLPClassifier,centroid,0.045601497362599996
Original,original,,KIP,0,70,MedicalAppointments,MLPClassifier,centroid,0.0123646061222801
Decoded,decoded,MLP,KMeans,1,70,MedicalAppointments,MLPClassifier,centroid,-0.005895175633448378
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MedicalAppointments,MLPClassifier,centroid,0.01797588561496476
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,MLPClassifier,centroid,0.02122064937360728
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,MLPClassifier,centroid,-0.06984809720152406
Original,original,,KMeans,2,70,MedicalAppointments,MLPClassifier,centroid,0.0040376900459734005
Decoded,decoded,GNN,KMeans,2,70,MedicalAppointments,MLPClassifier,centroid,-0.020484073577821803
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MedicalAppointments,MLPClassifier,centroid,0.01984419995424198
Encoded,encoded,GNN,KMeans,0,70,MedicalAppointments,MLPClassifier,centroid,-0.042011316912563504
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,MedicalAppointments,MLPClassifier,centroid,-0.0332915236329625
Original,original,,KMeans,3,70,MedicalAppointments,MLPClassifier,centroid,0.0040376900459734005
Decoded,decoded,MLP,KMeans,3,70,MedicalAppointments,MLPClassifier,closest,0.02808667698629384
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,MedicalAppointments,MLPClassifier,closest,0.013818448804159961
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,MLPClassifier,closest,0.029168228126965717
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,MLPClassifier,closest,-0.06200770259991696
Original,original,,KMeans,2,70,MedicalAppointments,MLPClassifier,closest,0.026685543687275205
Decoded,decoded,GNN,KMeans,3,70,MedicalAppointments,MLPClassifier,closest,0.026156952433013296
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MedicalAppointments,MLPClassifier,closest,0.020304792321642638
Encoded,encoded,GNN,KMeans,1,70,MedicalAppointments,MLPClassifier,closest,0.0066759806542064995
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,MLPClassifier,closest,-0.00702420304839588
Original,original,,KMeans,4,70,MedicalAppointments,MLPClassifier,closest,0.026685543687275205
Decoded,decoded,MLP,Agglo,3,70,MedicalAppointments,XGBClassifier,centroid,0.2403315541674746
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,MedicalAppointments,XGBClassifier,centroid,0.1740340198642046
Encoded,encoded,MLP,Agglo,2,70,MedicalAppointments,XGBClassifier,centroid,0.1919537496671877
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,XGBClassifier,centroid,0.1214260749803106
Original,original,,Agglo,4,70,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,1,70,MedicalAppointments,XGBClassifier,centroid,0.1677214255563119
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,MedicalAppointments,XGBClassifier,centroid,0.132599723323617
Encoded,encoded,GNN,Agglo,3,70,MedicalAppointments,XGBClassifier,centroid,0.1720406040280059
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,MedicalAppointments,XGBClassifier,centroid,0.1696526676715536
Original,original,,Agglo,4,70,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,3,70,MedicalAppointments,XGBClassifier,closest,0.1854092839529027
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,MedicalAppointments,XGBClassifier,closest,0.1303872033050088
Encoded,encoded,MLP,Agglo,4,70,MedicalAppointments,XGBClassifier,closest,0.205899946989422
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,MedicalAppointments,XGBClassifier,closest,0.148086698494292
Original,original,,Agglo,2,70,MedicalAppointments,XGBClassifier,closest,0.1766755053094362
Decoded,decoded,GNN,Agglo,0,70,MedicalAppointments,XGBClassifier,closest,0.1399273119381257
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MedicalAppointments,XGBClassifier,closest,0.2006602649677747
Encoded,encoded,GNN,Agglo,4,70,MedicalAppointments,XGBClassifier,closest,0.2112051940258968
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,MedicalAppointments,XGBClassifier,closest,0.1968162001177244
Original,original,,Agglo,1,70,MedicalAppointments,XGBClassifier,closest,0.1766755053094362
Decoded,decoded,MLP,KIP,1,70,MedicalAppointments,XGBClassifier,centroid,0.21921136059508028
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MedicalAppointments,XGBClassifier,centroid,0.22151874374771746
Encoded,encoded,MLP,KIP,3,70,MedicalAppointments,XGBClassifier,centroid,0.2342541826622694
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MedicalAppointments,XGBClassifier,centroid,0.2148365915022953
Original,original,,KIP,4,70,MedicalAppointments,XGBClassifier,centroid,0.23921262667812523
Decoded,decoded,GNN,KIP,2,70,MedicalAppointments,XGBClassifier,centroid,0.2123564651493352
Decoded-FT,decoded,GNN-MultiHead,KIP,0,70,MedicalAppointments,XGBClassifier,centroid,0.18726170175924364
Encoded,encoded,GNN,KIP,1,70,MedicalAppointments,XGBClassifier,centroid,0.21193740762049001
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,MedicalAppointments,XGBClassifier,centroid,0.21768299089244753
Original,original,,KIP,4,70,MedicalAppointments,XGBClassifier,centroid,0.23921262667812523
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,XGBClassifier,centroid,0.19248049075081117
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,MedicalAppointments,XGBClassifier,centroid,0.16010457952344742
Encoded,encoded,MLP,KMeans,3,70,MedicalAppointments,XGBClassifier,centroid,0.1987907045033988
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,XGBClassifier,centroid,0.13802919810928047
Original,original,,KMeans,4,70,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,1,70,MedicalAppointments,XGBClassifier,centroid,0.153762607301203
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,XGBClassifier,centroid,0.13998830203102594
Encoded,encoded,GNN,KMeans,2,70,MedicalAppointments,XGBClassifier,centroid,0.17085209516795147
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,MedicalAppointments,XGBClassifier,centroid,0.1749741530210311
Original,original,,KMeans,4,70,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,2,70,MedicalAppointments,XGBClassifier,closest,0.1859336577804128
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,MedicalAppointments,XGBClassifier,closest,0.1450136675792572
Encoded,encoded,MLP,KMeans,4,70,MedicalAppointments,XGBClassifier,closest,0.201701737964963
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,MedicalAppointments,XGBClassifier,closest,0.14584493355324873
Original,original,,KMeans,3,70,MedicalAppointments,XGBClassifier,closest,0.18700597160303403
Decoded,decoded,GNN,KMeans,1,70,MedicalAppointments,XGBClassifier,closest,0.16405708598219979
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,MedicalAppointments,XGBClassifier,closest,0.15864645615110223
Encoded,encoded,GNN,KMeans,3,70,MedicalAppointments,XGBClassifier,closest,0.1866876155533514
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,MedicalAppointments,XGBClassifier,closest,0.18458672894944095
Original,original,,KMeans,4,70,MedicalAppointments,XGBClassifier,closest,0.18700597160303403
Decoded,decoded,MLP,Agglo,4,70,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MiniBooNE,GaussianNB,centroid,-0.0427350427350427
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,GaussianNB,centroid,-0.4249863611565738
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,GaussianNB,centroid,-0.4355337334060737
Original,original,,Agglo,2,70,MiniBooNE,GaussianNB,centroid,-0.1898527004909983
Decoded,decoded,GNN,Agglo,2,70,MiniBooNE,GaussianNB,centroid,-0.2204037097654119
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MiniBooNE,GaussianNB,centroid,-0.0060010911074741
Encoded,encoded,GNN,Agglo,1,70,MiniBooNE,GaussianNB,centroid,-0.4118930714675395
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,GaussianNB,centroid,-0.4331696672122204
Original,original,,Agglo,3,70,MiniBooNE,GaussianNB,centroid,-0.1898527004909983
Decoded,decoded,MLP,Agglo,4,70,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,GaussianNB,closest,-0.4264411711220222
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,GaussianNB,closest,-0.436806692125841
Original,original,,Agglo,2,70,MiniBooNE,GaussianNB,closest,-0.1780323695217311
Decoded,decoded,GNN,Agglo,2,70,MiniBooNE,GaussianNB,closest,-0.2140389161665757
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MiniBooNE,GaussianNB,closest,-0.0060010911074741
Encoded,encoded,GNN,Agglo,1,70,MiniBooNE,GaussianNB,closest,-0.4138934351700308
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,GaussianNB,closest,-0.4340789234406254
Original,original,,Agglo,3,70,MiniBooNE,GaussianNB,closest,-0.1780323695217311
Decoded,decoded,MLP,KIP,3,70,MiniBooNE,GaussianNB,centroid,-0.18894344426259313
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MiniBooNE,GaussianNB,centroid,-0.24458992544098912
Encoded,encoded,MLP,KIP,1,70,MiniBooNE,GaussianNB,centroid,-0.36166575741043816
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MiniBooNE,GaussianNB,centroid,-0.43335151845790143
Original,original,,KIP,4,70,MiniBooNE,GaussianNB,centroid,-0.05237315875613739
Decoded,decoded,GNN,KIP,3,70,MiniBooNE,GaussianNB,centroid,-0.23466084742680476
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,MiniBooNE,GaussianNB,centroid,-0.23993453355155464
Encoded,encoded,GNN,KIP,1,70,MiniBooNE,GaussianNB,centroid,-0.37563193307874154
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MiniBooNE,GaussianNB,centroid,-0.42054919076195657
Original,original,,KIP,4,70,MiniBooNE,GaussianNB,centroid,-0.05237315875613739
Decoded,decoded,MLP,KMeans,3,70,MiniBooNE,GaussianNB,centroid,-0.03978905255500979
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,MiniBooNE,GaussianNB,centroid,-0.03564284415348232
Encoded,encoded,MLP,KMeans,1,70,MiniBooNE,GaussianNB,centroid,-0.4175304600836515
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,GaussianNB,centroid,-0.43749772685942884
Original,original,,KMeans,2,70,MiniBooNE,GaussianNB,centroid,-0.24218948899799955
Decoded,decoded,GNN,KMeans,3,70,MiniBooNE,GaussianNB,centroid,-0.08026913984360783
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,GaussianNB,centroid,-0.0060010911074741
Encoded,encoded,GNN,KMeans,1,70,MiniBooNE,GaussianNB,centroid,-0.39941807601382057
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,GaussianNB,centroid,-0.43295144571740296
Original,original,,KMeans,2,70,MiniBooNE,GaussianNB,centroid,-0.24218948899799955
Decoded,decoded,MLP,KMeans,3,70,MiniBooNE,GaussianNB,closest,-0.03978905255500979
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,MiniBooNE,GaussianNB,closest,-0.03560647390434614
Encoded,encoded,MLP,KMeans,1,70,MiniBooNE,GaussianNB,closest,-0.4140025459174395
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,GaussianNB,closest,-0.4373886161120203
Original,original,,KMeans,2,70,MiniBooNE,GaussianNB,closest,-0.24626295690125471
Decoded,decoded,GNN,KMeans,3,70,MiniBooNE,GaussianNB,closest,-0.07815966539370774
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,GaussianNB,closest,-0.00592835060920162
Encoded,encoded,GNN,KMeans,1,70,MiniBooNE,GaussianNB,closest,-0.39749045280960166
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,GaussianNB,closest,-0.4318239679941806
Original,original,,KMeans,2,70,MiniBooNE,GaussianNB,closest,-0.24626295690125471
Decoded,decoded,MLP,Agglo,2,70,MiniBooNE,KNeighborsClassifier,centroid,0.2466797076083599
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,MiniBooNE,KNeighborsClassifier,centroid,0.2654174817255225
Encoded,encoded,MLP,Agglo,0,70,MiniBooNE,KNeighborsClassifier,centroid,0.2329867188304334
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,MiniBooNE,KNeighborsClassifier,centroid,0.2335014928446412
Original,original,,Agglo,3,70,MiniBooNE,KNeighborsClassifier,centroid,0.26459384330279
Decoded,decoded,GNN,Agglo,4,70,MiniBooNE,KNeighborsClassifier,centroid,0.3081437249047669
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MiniBooNE,KNeighborsClassifier,centroid,0.2689179450221354
Encoded,encoded,GNN,Agglo,1,70,MiniBooNE,KNeighborsClassifier,centroid,0.2427674251003809
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,KNeighborsClassifier,centroid,0.1976732214557808
Original,original,,Agglo,2,70,MiniBooNE,KNeighborsClassifier,centroid,0.26459384330279
Decoded,decoded,MLP,Agglo,2,70,MiniBooNE,KNeighborsClassifier,closest,0.2463708431998352
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MiniBooNE,KNeighborsClassifier,closest,0.2618140636260682
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,KNeighborsClassifier,closest,0.2273242046741481
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,KNeighborsClassifier,closest,0.1907752496653969
Original,original,,Agglo,4,70,MiniBooNE,KNeighborsClassifier,closest,0.2915680016472768
Decoded,decoded,GNN,Agglo,2,70,MiniBooNE,KNeighborsClassifier,closest,0.273139091938639
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MiniBooNE,KNeighborsClassifier,closest,0.3335735612066304
Encoded,encoded,GNN,Agglo,1,70,MiniBooNE,KNeighborsClassifier,closest,0.2198085040667147
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,KNeighborsClassifier,closest,0.1953052609904252
Original,original,,Agglo,3,70,MiniBooNE,KNeighborsClassifier,closest,0.2915680016472768
Decoded,decoded,MLP,KIP,3,70,MiniBooNE,KNeighborsClassifier,centroid,0.2897971790384021
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,MiniBooNE,KNeighborsClassifier,centroid,0.2774426026974159
Encoded,encoded,MLP,KIP,2,70,MiniBooNE,KNeighborsClassifier,centroid,0.2843817564089364
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MiniBooNE,KNeighborsClassifier,centroid,0.2285390713476784
Original,original,,KIP,4,70,MiniBooNE,KNeighborsClassifier,centroid,0.38447441573149393
Decoded,decoded,GNN,KIP,2,70,MiniBooNE,KNeighborsClassifier,centroid,0.2885617214043034
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,MiniBooNE,KNeighborsClassifier,centroid,0.28662617111088234
Encoded,encoded,GNN,KIP,3,70,MiniBooNE,KNeighborsClassifier,centroid,0.30725831360032946
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MiniBooNE,KNeighborsClassifier,centroid,0.24173787707196537
Original,original,,KIP,4,70,MiniBooNE,KNeighborsClassifier,centroid,0.38447441573149393
Decoded,decoded,MLP,KMeans,2,70,MiniBooNE,KNeighborsClassifier,centroid,0.2548955008751158
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MiniBooNE,KNeighborsClassifier,centroid,0.2566457325234222
Encoded,encoded,MLP,KMeans,0,70,MiniBooNE,KNeighborsClassifier,centroid,0.23082466797076084
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,MiniBooNE,KNeighborsClassifier,centroid,0.24284978894265413
Original,original,,KMeans,4,70,MiniBooNE,KNeighborsClassifier,centroid,0.28135488520539476
Decoded,decoded,GNN,KMeans,2,70,MiniBooNE,KNeighborsClassifier,centroid,0.26848553485020077
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,KNeighborsClassifier,centroid,0.2866673530320189
Encoded,encoded,GNN,KMeans,1,70,MiniBooNE,KNeighborsClassifier,centroid,0.23068053124678264
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,KNeighborsClassifier,centroid,0.21429012663440744
Original,original,,KMeans,3,70,MiniBooNE,KNeighborsClassifier,centroid,0.28135488520539476
Decoded,decoded,MLP,KMeans,2,70,MiniBooNE,KNeighborsClassifier,closest,0.25328940595078764
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,MiniBooNE,KNeighborsClassifier,closest,0.26006383197776173
Encoded,encoded,MLP,KMeans,1,70,MiniBooNE,KNeighborsClassifier,closest,0.24630907031813026
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,KNeighborsClassifier,closest,0.20947184186142284
Original,original,,KMeans,3,70,MiniBooNE,KNeighborsClassifier,closest,0.25969319468753216
Decoded,decoded,GNN,KMeans,3,70,MiniBooNE,KNeighborsClassifier,closest,0.2788633789766292
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,KNeighborsClassifier,closest,0.2793575620302687
Encoded,encoded,GNN,KMeans,1,70,MiniBooNE,KNeighborsClassifier,closest,0.2489035313497375
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,KNeighborsClassifier,closest,0.19748790281066606
Original,original,,KMeans,2,70,MiniBooNE,KNeighborsClassifier,closest,0.25969319468753216
Decoded,decoded,MLP,Agglo,2,70,MiniBooNE,LogisticRegression,centroid,0.1783851450031294
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,MiniBooNE,LogisticRegression,centroid,0.1919465887752972
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,LogisticRegression,centroid,0.1782808262048821
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,LogisticRegression,centroid,0.1732735238890048
Original,original,,Agglo,3,70,MiniBooNE,LogisticRegression,centroid,0.1796369705820988
Decoded,decoded,GNN,Agglo,2,70,MiniBooNE,LogisticRegression,centroid,0.1832881285207593
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MiniBooNE,LogisticRegression,centroid,0.1865220112664302
Encoded,encoded,GNN,Agglo,3,70,MiniBooNE,LogisticRegression,centroid,0.1844356353014813
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,LogisticRegression,centroid,0.177341957020655
Original,original,,Agglo,1,70,MiniBooNE,LogisticRegression,centroid,0.1796369705820988
Decoded,decoded,MLP,Agglo,4,70,MiniBooNE,LogisticRegression,closest,0.1808887961610681
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,MiniBooNE,LogisticRegression,closest,0.1790110577926142
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,LogisticRegression,closest,0.17755059461715
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,LogisticRegression,closest,0.1749426246609638
Original,original,,Agglo,3,70,MiniBooNE,LogisticRegression,closest,0.1800542457750887
Decoded,decoded,GNN,Agglo,4,70,MiniBooNE,LogisticRegression,closest,0.1939286459419986
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,MiniBooNE,LogisticRegression,closest,0.1795326517838514
Encoded,encoded,GNN,Agglo,3,70,MiniBooNE,LogisticRegression,closest,0.1844356353014812
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,LogisticRegression,closest,0.1780721886083872
Original,original,,Agglo,2,70,MiniBooNE,LogisticRegression,closest,0.1800542457750887
Decoded,decoded,MLP,KIP,4,70,MiniBooNE,LogisticRegression,centroid,0.20924264552472346
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MiniBooNE,LogisticRegression,centroid,0.2054037137492175
Encoded,encoded,MLP,KIP,3,70,MiniBooNE,LogisticRegression,centroid,0.20707281452117665
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MiniBooNE,LogisticRegression,centroid,0.17807218860838714
Original,original,,KIP,1,70,MiniBooNE,LogisticRegression,centroid,0.20246192363863957
Decoded,decoded,GNN,KIP,2,70,MiniBooNE,LogisticRegression,centroid,0.212080116837054
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,MiniBooNE,LogisticRegression,centroid,0.2156478197371166
Encoded,encoded,GNN,KIP,4,70,MiniBooNE,LogisticRegression,centroid,0.23012726893386182
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MiniBooNE,LogisticRegression,centroid,0.18278739828917165
Original,original,,KIP,1,70,MiniBooNE,LogisticRegression,centroid,0.20246192363863957
Decoded,decoded,MLP,KMeans,4,70,MiniBooNE,LogisticRegression,centroid,0.18675151262257447
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,MiniBooNE,LogisticRegression,centroid,0.18437304402253277
Encoded,encoded,MLP,KMeans,3,70,MiniBooNE,LogisticRegression,centroid,0.18583350719799702
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,LogisticRegression,centroid,0.1749843521802628
Original,original,,KMeans,2,70,MiniBooNE,LogisticRegression,centroid,0.1852910494471103
Decoded,decoded,GNN,KMeans,1,70,MiniBooNE,LogisticRegression,centroid,0.18182766534529513
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,LogisticRegression,centroid,0.1896933027331525
Encoded,encoded,GNN,KMeans,3,70,MiniBooNE,LogisticRegression,centroid,0.1858960984769455
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,LogisticRegression,centroid,0.17842687252242845
Original,original,,KMeans,2,70,MiniBooNE,LogisticRegression,centroid,0.1852910494471103
Decoded,decoded,MLP,KMeans,3,70,MiniBooNE,LogisticRegression,closest,0.18581264343834752
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,MiniBooNE,LogisticRegression,closest,0.1843730440225328
Encoded,encoded,MLP,KMeans,4,70,MiniBooNE,LogisticRegression,closest,0.18781556436469843
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,LogisticRegression,closest,0.17540162737325254
Original,original,,KMeans,1,70,MiniBooNE,LogisticRegression,closest,0.18387231379094504
Decoded,decoded,GNN,KMeans,2,70,MiniBooNE,LogisticRegression,closest,0.18422699770498635
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,MiniBooNE,LogisticRegression,closest,0.18839974963488412
Encoded,encoded,GNN,KMeans,4,70,MiniBooNE,LogisticRegression,closest,0.18992280408929688
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,LogisticRegression,closest,0.17798873356978917
Original,original,,KMeans,1,70,MiniBooNE,LogisticRegression,closest,0.18387231379094504
Decoded,decoded,MLP,Agglo,3,70,MiniBooNE,MLPClassifier,centroid,0.2314017227877839
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,MiniBooNE,MLPClassifier,centroid,0.2415818324197338
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,MLPClassifier,centroid,0.2284651527016445
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,MiniBooNE,MLPClassifier,centroid,0.230716523101018
Original,original,,Agglo,0,70,MiniBooNE,MLPClassifier,centroid,0.2276820673453406
Decoded,decoded,GNN,Agglo,3,70,MiniBooNE,MLPClassifier,centroid,0.2346319498825372
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,MiniBooNE,MLPClassifier,centroid,0.235610806577917
Encoded,encoded,GNN,Agglo,2,70,MiniBooNE,MLPClassifier,centroid,0.2336530931871574
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,MLPClassifier,centroid,0.2275841816758027
Original,original,,Agglo,1,70,MiniBooNE,MLPClassifier,centroid,0.2276820673453406
Decoded,decoded,MLP,Agglo,4,70,MiniBooNE,MLPClassifier,closest,0.2335552075176194
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MiniBooNE,MLPClassifier,closest,0.2326742364917776
Encoded,encoded,MLP,Agglo,2,70,MiniBooNE,MLPClassifier,closest,0.2291503523884104
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,MLPClassifier,closest,0.2276820673453406
Original,original,,Agglo,1,70,MiniBooNE,MLPClassifier,closest,0.2277799530148786
Decoded,decoded,GNN,Agglo,4,70,MiniBooNE,MLPClassifier,closest,0.245007830853563
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,MiniBooNE,MLPClassifier,closest,0.2346319498825372
Encoded,encoded,GNN,Agglo,2,70,MiniBooNE,MLPClassifier,closest,0.2341425215348473
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,MiniBooNE,MLPClassifier,closest,0.2281714956930305
Original,original,,Agglo,0,70,MiniBooNE,MLPClassifier,closest,0.2277799530148786
Decoded,decoded,MLP,KIP,1,70,MiniBooNE,MLPClassifier,centroid,0.2523296789350039
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,MiniBooNE,MLPClassifier,centroid,0.25426781519185593
Encoded,encoded,MLP,KIP,3,70,MiniBooNE,MLPClassifier,centroid,0.25849647611589666
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MiniBooNE,MLPClassifier,centroid,0.23596319498825374
Original,original,,KIP,4,70,MiniBooNE,MLPClassifier,centroid,0.2628034455755678
Decoded,decoded,GNN,KIP,2,70,MiniBooNE,MLPClassifier,centroid,0.2625097885669538
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,MiniBooNE,MLPClassifier,centroid,0.26646436961628817
Encoded,encoded,GNN,KIP,1,70,MiniBooNE,MLPClassifier,centroid,0.2616483946750196
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MiniBooNE,MLPClassifier,centroid,0.23956538762725138
Original,original,,KIP,3,70,MiniBooNE,MLPClassifier,centroid,0.2628034455755678
Decoded,decoded,MLP,KMeans,4,70,MiniBooNE,MLPClassifier,centroid,0.23764682850430696
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,MiniBooNE,MLPClassifier,centroid,0.23684416601409555
Encoded,encoded,MLP,KMeans,1,70,MiniBooNE,MLPClassifier,centroid,0.2361002349256069
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,MLPClassifier,centroid,0.2277995301487862
Original,original,,KMeans,3,70,MiniBooNE,MLPClassifier,centroid,0.2369224745497259
Decoded,decoded,GNN,KMeans,1,70,MiniBooNE,MLPClassifier,centroid,0.23349647611589663
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,MLPClassifier,centroid,0.24126859827721225
Encoded,encoded,GNN,KMeans,2,70,MiniBooNE,MLPClassifier,centroid,0.2341425215348473
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,MLPClassifier,centroid,0.22779953014878623
Original,original,,KMeans,3,70,MiniBooNE,MLPClassifier,centroid,0.2369224745497259
Decoded,decoded,MLP,KMeans,3,70,MiniBooNE,MLPClassifier,closest,0.2362568519968677
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,MiniBooNE,MLPClassifier,closest,0.23645262333594363
Encoded,encoded,MLP,KMeans,2,70,MiniBooNE,MLPClassifier,closest,0.23557165231010183
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,MLPClassifier,closest,0.2265661707126077
Original,original,,KMeans,1,70,MiniBooNE,MLPClassifier,closest,0.23523884103367268
Decoded,decoded,GNN,KMeans,3,70,MiniBooNE,MLPClassifier,closest,0.23711824588880187
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,MiniBooNE,MLPClassifier,closest,0.23801879404855128
Encoded,encoded,GNN,KMeans,1,70,MiniBooNE,MLPClassifier,closest,0.23285043069694597
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,MLPClassifier,closest,0.2276429130775255
Original,original,,KMeans,2,70,MiniBooNE,MLPClassifier,closest,0.23523884103367268
Decoded,decoded,MLP,Agglo,4,70,MiniBooNE,XGBClassifier,centroid,0.2899298792364629
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,MiniBooNE,XGBClassifier,centroid,0.2578885858979354
Encoded,encoded,MLP,Agglo,1,70,MiniBooNE,XGBClassifier,centroid,0.2496104402025712
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,XGBClassifier,centroid,0.2489287105570706
Original,original,,Agglo,2,70,MiniBooNE,XGBClassifier,centroid,0.2547721075185041
Decoded,decoded,GNN,Agglo,2,70,MiniBooNE,XGBClassifier,centroid,0.27493182703545
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,MiniBooNE,XGBClassifier,centroid,0.2526295286326451
Encoded,encoded,GNN,Agglo,4,70,MiniBooNE,XGBClassifier,centroid,0.3242111414102065
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,MiniBooNE,XGBClassifier,centroid,0.2966497857421115
Original,original,,Agglo,1,70,MiniBooNE,XGBClassifier,centroid,0.2547721075185041
Decoded,decoded,MLP,Agglo,4,70,MiniBooNE,XGBClassifier,closest,0.3085313595636931
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,MiniBooNE,XGBClassifier,closest,0.273665757693806
Encoded,encoded,MLP,Agglo,3,70,MiniBooNE,XGBClassifier,closest,0.2761005064277367
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,MiniBooNE,XGBClassifier,closest,0.2673354109855863
Original,original,,Agglo,2,70,MiniBooNE,XGBClassifier,closest,0.2736657576938061
Decoded,decoded,GNN,Agglo,4,70,MiniBooNE,XGBClassifier,closest,0.284378652123101
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,MiniBooNE,XGBClassifier,closest,0.256914686404363
Encoded,encoded,GNN,Agglo,0,70,MiniBooNE,XGBClassifier,closest,0.2509738994935723
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,MiniBooNE,XGBClassifier,closest,0.268893650175302
Original,original,,Agglo,3,70,MiniBooNE,XGBClassifier,closest,0.2736657576938061
Decoded,decoded,MLP,KIP,2,70,MiniBooNE,XGBClassifier,centroid,0.26760810284378655
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,MiniBooNE,XGBClassifier,centroid,0.26692637319828594
Encoded,encoded,MLP,KIP,3,70,MiniBooNE,XGBClassifier,centroid,0.28920919361121933
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,MiniBooNE,XGBClassifier,centroid,0.2588235294117648
Original,original,,KIP,4,70,MiniBooNE,XGBClassifier,centroid,0.35716790027269185
Decoded,decoded,GNN,KIP,1,70,MiniBooNE,XGBClassifier,centroid,0.2715426567978186
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,MiniBooNE,XGBClassifier,centroid,0.2811647837943125
Encoded,encoded,GNN,KIP,3,70,MiniBooNE,XGBClassifier,centroid,0.2912738605375925
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,MiniBooNE,XGBClassifier,centroid,0.2602843786521231
Original,original,,KIP,4,70,MiniBooNE,XGBClassifier,centroid,0.35716790027269185
Decoded,decoded,MLP,KMeans,1,70,MiniBooNE,XGBClassifier,centroid,0.2638293728087262
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MiniBooNE,XGBClassifier,centroid,0.27343202181534865
Encoded,encoded,MLP,KMeans,2,70,MiniBooNE,XGBClassifier,centroid,0.2718348266458902
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,XGBClassifier,centroid,0.2631476431632256
Original,original,,KMeans,4,70,MiniBooNE,XGBClassifier,centroid,0.4591156992598364
Decoded,decoded,GNN,KMeans,1,70,MiniBooNE,XGBClassifier,centroid,0.2579470198675497
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,XGBClassifier,centroid,0.2570315543435918
Encoded,encoded,GNN,KMeans,3,70,MiniBooNE,XGBClassifier,centroid,0.29203350214257895
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,MiniBooNE,XGBClassifier,centroid,0.2590572652902221
Original,original,,KMeans,4,70,MiniBooNE,XGBClassifier,centroid,0.4591156992598364
Decoded,decoded,MLP,KMeans,2,70,MiniBooNE,XGBClassifier,closest,0.2744643552785353
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,MiniBooNE,XGBClassifier,closest,0.2819633813790417
Encoded,encoded,MLP,KMeans,4,70,MiniBooNE,XGBClassifier,closest,0.28811842617841843
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,MiniBooNE,XGBClassifier,closest,0.23470977795091552
Original,original,,KMeans,1,70,MiniBooNE,XGBClassifier,closest,0.26953642384105964
Decoded,decoded,GNN,KMeans,3,70,MiniBooNE,XGBClassifier,closest,0.25983638488508
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,MiniBooNE,XGBClassifier,closest,0.25814179976626417
Encoded,encoded,GNN,KMeans,1,70,MiniBooNE,XGBClassifier,closest,0.25784962991819244
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,MiniBooNE,XGBClassifier,closest,0.2565835605765485
Original,original,,KMeans,4,70,MiniBooNE,XGBClassifier,closest,0.26953642384105964
Decoded,decoded,MLP,Agglo,3,70,NumerAI,GaussianNB,centroid,0.0376563474994844
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,NumerAI,GaussianNB,centroid,0.0482313049686752
Encoded,encoded,MLP,Agglo,0,70,NumerAI,GaussianNB,centroid,0.0160161997958994
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,NumerAI,GaussianNB,centroid,0.0229653568474871
Original,original,,Agglo,1,70,NumerAI,GaussianNB,centroid,0.0181947894550085
Decoded,decoded,GNN,Agglo,0,70,NumerAI,GaussianNB,centroid,0.0156215498041721
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,NumerAI,GaussianNB,centroid,0.0404509191548954
Encoded,encoded,GNN,Agglo,2,70,NumerAI,GaussianNB,centroid,0.0180605060477069
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,NumerAI,GaussianNB,centroid,0.0173319100306365
Original,original,,Agglo,3,70,NumerAI,GaussianNB,centroid,0.0181947894550085
Decoded,decoded,MLP,Agglo,0,70,NumerAI,GaussianNB,closest,0.0193512074356571
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,NumerAI,GaussianNB,closest,0.0393217363278692
Encoded,encoded,MLP,Agglo,1,70,NumerAI,GaussianNB,closest,0.0200624753645233
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,NumerAI,GaussianNB,closest,0.0280229322961909
Original,original,,Agglo,3,70,NumerAI,GaussianNB,closest,0.0288159056859246
Decoded,decoded,GNN,Agglo,4,70,NumerAI,GaussianNB,closest,0.0391578430396538
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,NumerAI,GaussianNB,closest,0.032741367003602
Encoded,encoded,GNN,Agglo,3,70,NumerAI,GaussianNB,closest,0.0370780271938185
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,NumerAI,GaussianNB,closest,0.0302094253445663
Original,original,,Agglo,0,70,NumerAI,GaussianNB,closest,0.0288159056859246
Decoded,decoded,MLP,KIP,2,70,NumerAI,GaussianNB,centroid,0.02729101908193548
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,NumerAI,GaussianNB,centroid,0.03461107885233724
Encoded,encoded,MLP,KIP,0,70,NumerAI,GaussianNB,centroid,0.023781936510701058
Encoded-FT,encoded,MLP-MultiHead,KIP,1,70,NumerAI,GaussianNB,centroid,0.02719716540676862
Original,original,,KIP,3,70,NumerAI,GaussianNB,centroid,0.033475476840601856
Decoded,decoded,GNN,KIP,1,70,NumerAI,GaussianNB,centroid,0.029661249233454662
Decoded-FT,decoded,GNN-MultiHead,KIP,0,70,NumerAI,GaussianNB,centroid,0.02615789569181042
Encoded,encoded,GNN,KIP,2,70,NumerAI,GaussianNB,centroid,0.030984276596658
Encoded-FT,encoded,GNN-MultiHead,KIP,4,70,NumerAI,GaussianNB,centroid,0.0336308953207964
Original,original,,KIP,3,70,NumerAI,GaussianNB,centroid,0.033475476840601856
Decoded,decoded,MLP,KMeans,4,70,NumerAI,GaussianNB,centroid,0.03382267681263944
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,NumerAI,GaussianNB,centroid,0.030880857223120717
Encoded,encoded,MLP,KMeans,0,70,NumerAI,GaussianNB,centroid,0.007261077481303261
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,NumerAI,GaussianNB,centroid,0.007698576458593539
Original,original,,KMeans,3,70,NumerAI,GaussianNB,centroid,0.03146461713848842
Decoded,decoded,GNN,KMeans,2,70,NumerAI,GaussianNB,centroid,0.0249202100906392
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,NumerAI,GaussianNB,centroid,0.02954462043935932
Encoded,encoded,GNN,KMeans,1,70,NumerAI,GaussianNB,centroid,0.01895886538201576
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,NumerAI,GaussianNB,centroid,0.013170957396909922
Original,original,,KMeans,4,70,NumerAI,GaussianNB,centroid,0.03146461713848842
Decoded,decoded,MLP,KMeans,3,70,NumerAI,GaussianNB,closest,0.02400164331128554
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,NumerAI,GaussianNB,closest,0.02337481920069426
Encoded,encoded,MLP,KMeans,0,70,NumerAI,GaussianNB,closest,0.01885771684145082
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,NumerAI,GaussianNB,closest,0.02395036404383836
Original,original,,KMeans,4,70,NumerAI,GaussianNB,closest,0.02822302533355352
Decoded,decoded,GNN,KMeans,0,70,NumerAI,GaussianNB,closest,0.02425533097520434
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,NumerAI,GaussianNB,closest,0.0317852572699771
Encoded,encoded,GNN,KMeans,3,70,NumerAI,GaussianNB,closest,0.033710931051536885
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,NumerAI,GaussianNB,closest,0.03692343986817586
Original,original,,KMeans,1,70,NumerAI,GaussianNB,closest,0.02822302533355352
Decoded,decoded,MLP,Agglo,2,70,NumerAI,KNeighborsClassifier,centroid,0.0069215134162817
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,NumerAI,KNeighborsClassifier,centroid,0.0088894501452421
Encoded,encoded,MLP,Agglo,1,70,NumerAI,KNeighborsClassifier,centroid,0.0052909253365237
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,70,NumerAI,KNeighborsClassifier,centroid,0.0178113632162095
Original,original,,Agglo,0,70,NumerAI,KNeighborsClassifier,centroid,-0.0036601474150948
Decoded,decoded,GNN,Agglo,4,70,NumerAI,KNeighborsClassifier,centroid,0.0106471562078397
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,NumerAI,KNeighborsClassifier,centroid,0.0051925873509937
Encoded,encoded,GNN,Agglo,0,70,NumerAI,KNeighborsClassifier,centroid,-0.0067729812929638
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,NumerAI,KNeighborsClassifier,centroid,-0.004300559307734
Original,original,,Agglo,2,70,NumerAI,KNeighborsClassifier,centroid,-0.0036601474150948
Decoded,decoded,MLP,Agglo,3,70,NumerAI,KNeighborsClassifier,closest,0.0071076341904393
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,NumerAI,KNeighborsClassifier,closest,0.0060632012537751
Encoded,encoded,MLP,Agglo,1,70,NumerAI,KNeighborsClassifier,closest,0.0046113680913435
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,NumerAI,KNeighborsClassifier,closest,0.0037405643468912
Original,original,,Agglo,4,70,NumerAI,KNeighborsClassifier,closest,0.0120946230118402
Decoded,decoded,GNN,Agglo,4,70,NumerAI,KNeighborsClassifier,closest,0.027734197512869
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,NumerAI,KNeighborsClassifier,closest,0.0007223855261368
Encoded,encoded,GNN,Agglo,2,70,NumerAI,KNeighborsClassifier,closest,0.0117163824667244
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,NumerAI,KNeighborsClassifier,closest,0.0044171220936711
Original,original,,Agglo,3,70,NumerAI,KNeighborsClassifier,closest,0.0120946230118402
Decoded,decoded,MLP,KIP,1,70,NumerAI,KNeighborsClassifier,centroid,0.007448513894720681
Decoded-FT,decoded,MLP-MultiHead,KIP,0,70,NumerAI,KNeighborsClassifier,centroid,0.0026091915186182996
Encoded,encoded,MLP,KIP,4,70,NumerAI,KNeighborsClassifier,centroid,0.010447176991705739
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,NumerAI,KNeighborsClassifier,centroid,0.0084329113013771
Original,original,,KIP,3,70,NumerAI,KNeighborsClassifier,centroid,0.008864368263681841
Decoded,decoded,GNN,KIP,1,70,NumerAI,KNeighborsClassifier,centroid,0.00345957589294786
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,NumerAI,KNeighborsClassifier,centroid,0.004680918485897219
Encoded,encoded,GNN,KIP,3,70,NumerAI,KNeighborsClassifier,centroid,0.00567759485182798
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,NumerAI,KNeighborsClassifier,centroid,0.003283380041345241
Original,original,,KIP,4,70,NumerAI,KNeighborsClassifier,centroid,0.008864368263681841
Decoded,decoded,MLP,KMeans,0,70,NumerAI,KNeighborsClassifier,centroid,-0.0019832455613023802
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,NumerAI,KNeighborsClassifier,centroid,0.010646184218484681
Encoded,encoded,MLP,KMeans,2,70,NumerAI,KNeighborsClassifier,centroid,0.0021095130534563
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,70,NumerAI,KNeighborsClassifier,centroid,0.01163420380422204
Original,original,,KMeans,1,70,NumerAI,KNeighborsClassifier,centroid,0.0016734315480483597
Decoded,decoded,GNN,KMeans,2,70,NumerAI,KNeighborsClassifier,centroid,0.0046005395224350395
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,NumerAI,KNeighborsClassifier,centroid,0.0036788126481784797
Encoded,encoded,GNN,KMeans,3,70,NumerAI,KNeighborsClassifier,centroid,0.01032547329332052
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,NumerAI,KNeighborsClassifier,centroid,0.012306007915562299
Original,original,,KMeans,0,70,NumerAI,KNeighborsClassifier,centroid,0.0016734315480483597
Decoded,decoded,MLP,KMeans,2,70,NumerAI,KNeighborsClassifier,closest,0.008497282815148399
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,NumerAI,KNeighborsClassifier,closest,-0.0002427315604222005
Encoded,encoded,MLP,KMeans,4,70,NumerAI,KNeighborsClassifier,closest,0.012316570706131642
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,NumerAI,KNeighborsClassifier,closest,0.007632591972499321
Original,original,,KMeans,3,70,NumerAI,KNeighborsClassifier,closest,0.01000559767150832
Decoded,decoded,GNN,KMeans,2,70,NumerAI,KNeighborsClassifier,closest,0.0056813005612441
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,NumerAI,KNeighborsClassifier,closest,-0.0005578231721274599
Encoded,encoded,GNN,KMeans,1,70,NumerAI,KNeighborsClassifier,closest,0.00520268692788598
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,NumerAI,KNeighborsClassifier,closest,0.00803971123259372
Original,original,,KMeans,4,70,NumerAI,KNeighborsClassifier,closest,0.01000559767150832
Decoded,decoded,MLP,Agglo,4,70,NumerAI,LogisticRegression,centroid,0.0550934737792158
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,NumerAI,LogisticRegression,centroid,0.0535485875323139
Encoded,encoded,MLP,Agglo,2,70,NumerAI,LogisticRegression,centroid,0.0343389789096903
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,NumerAI,LogisticRegression,centroid,0.0318399153617153
Original,original,,Agglo,0,70,NumerAI,LogisticRegression,centroid,0.0293078423580614
Decoded,decoded,GNN,Agglo,4,70,NumerAI,LogisticRegression,centroid,0.0527981871469268
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,NumerAI,LogisticRegression,centroid,0.0468240586175064
Encoded,encoded,GNN,Agglo,2,70,NumerAI,LogisticRegression,centroid,0.0312203504678763
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,NumerAI,LogisticRegression,centroid,0.0260521845974745
Original,original,,Agglo,1,70,NumerAI,LogisticRegression,centroid,0.0293078423580614
Decoded,decoded,MLP,Agglo,3,70,NumerAI,LogisticRegression,closest,0.0478745681490596
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,NumerAI,LogisticRegression,closest,0.066246006211097
Encoded,encoded,MLP,Agglo,1,70,NumerAI,LogisticRegression,closest,0.0391485586180711
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,NumerAI,LogisticRegression,closest,0.0407995414819009
Original,original,,Agglo,0,70,NumerAI,LogisticRegression,closest,0.0364601096941374
Decoded,decoded,GNN,Agglo,3,70,NumerAI,LogisticRegression,closest,0.0547533962303128
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,NumerAI,LogisticRegression,closest,0.0555588852437204
Encoded,encoded,GNN,Agglo,1,70,NumerAI,LogisticRegression,closest,0.0375894265685532
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,NumerAI,LogisticRegression,closest,0.039074086954266
Original,original,,Agglo,0,70,NumerAI,LogisticRegression,closest,0.0364601096941374
Decoded,decoded,MLP,KIP,4,70,NumerAI,LogisticRegression,centroid,0.053546394188791036
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,NumerAI,LogisticRegression,centroid,0.052395857990989905
Encoded,encoded,MLP,KIP,1,70,NumerAI,LogisticRegression,centroid,0.04249143275283446
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,NumerAI,LogisticRegression,centroid,0.04242083040933068
Original,original,,KIP,2,70,NumerAI,LogisticRegression,centroid,0.04900117431320743
Decoded,decoded,GNN,KIP,4,70,NumerAI,LogisticRegression,centroid,0.05272381021224378
Decoded-FT,decoded,GNN-MultiHead,KIP,0,70,NumerAI,LogisticRegression,centroid,0.046449783855468704
Encoded,encoded,GNN,KIP,2,70,NumerAI,LogisticRegression,centroid,0.05185689300648042
Encoded-FT,encoded,GNN-MultiHead,KIP,3,70,NumerAI,LogisticRegression,centroid,0.05241719390406434
Original,original,,KIP,1,70,NumerAI,LogisticRegression,centroid,0.04900117431320743
Decoded,decoded,MLP,KMeans,3,70,NumerAI,LogisticRegression,centroid,0.04723718689338062
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,NumerAI,LogisticRegression,centroid,0.04956747957977136
Encoded,encoded,MLP,KMeans,1,70,NumerAI,LogisticRegression,centroid,0.03640118818009358
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,NumerAI,LogisticRegression,centroid,0.04525092123160536
Original,original,,KMeans,0,70,NumerAI,LogisticRegression,centroid,0.02373982486261274
Decoded,decoded,GNN,KMeans,3,70,NumerAI,LogisticRegression,centroid,0.044981278428528344
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,NumerAI,LogisticRegression,centroid,0.05013436050792439
Encoded,encoded,GNN,KMeans,1,70,NumerAI,LogisticRegression,centroid,0.03288584146112236
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,NumerAI,LogisticRegression,centroid,0.035795519319804056
Original,original,,KMeans,0,70,NumerAI,LogisticRegression,centroid,0.02373982486261274
Decoded,decoded,MLP,KMeans,0,70,NumerAI,LogisticRegression,closest,0.039653377397434644
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,NumerAI,LogisticRegression,closest,0.045003525198547584
Encoded,encoded,MLP,KMeans,4,70,NumerAI,LogisticRegression,closest,0.05122209129766906
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,NumerAI,LogisticRegression,closest,0.04634307514267387
Original,original,,KMeans,2,70,NumerAI,LogisticRegression,closest,0.0459711030269926
Decoded,decoded,GNN,KMeans,2,70,NumerAI,LogisticRegression,closest,0.04448367363616745
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,NumerAI,LogisticRegression,closest,0.04570794552536238
Encoded,encoded,GNN,KMeans,0,70,NumerAI,LogisticRegression,closest,0.04157622555528658
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,NumerAI,LogisticRegression,closest,0.04332296498800704
Original,original,,KMeans,4,70,NumerAI,LogisticRegression,closest,0.0459711030269926
Decoded,decoded,MLP,Agglo,4,70,NumerAI,MLPClassifier,centroid,0.0317515003028032
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,NumerAI,MLPClassifier,centroid,0.0316609979919055
Encoded,encoded,MLP,Agglo,1,70,NumerAI,MLPClassifier,centroid,0.0128009043681579
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,NumerAI,MLPClassifier,centroid,0.0219704779377916
Original,original,,Agglo,0,70,NumerAI,MLPClassifier,centroid,0.0119172043776622
Decoded,decoded,GNN,Agglo,3,70,NumerAI,MLPClassifier,centroid,0.0185716175077615
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,NumerAI,MLPClassifier,centroid,0.0287896335556965
Encoded,encoded,GNN,Agglo,1,70,NumerAI,MLPClassifier,centroid,0.0096565444744059
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,NumerAI,MLPClassifier,centroid,0.0088657284345682
Original,original,,Agglo,2,70,NumerAI,MLPClassifier,centroid,0.0119172043776622
Decoded,decoded,MLP,Agglo,1,70,NumerAI,MLPClassifier,closest,0.0180290501998307
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,NumerAI,MLPClassifier,closest,0.0439696099789514
Encoded,encoded,MLP,Agglo,2,70,NumerAI,MLPClassifier,closest,0.0218986938268866
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,NumerAI,MLPClassifier,closest,0.02826139329945
Original,original,,Agglo,0,70,NumerAI,MLPClassifier,closest,0.0136755615701883
Decoded,decoded,GNN,Agglo,4,70,NumerAI,MLPClassifier,closest,0.0379080390836015
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,NumerAI,MLPClassifier,closest,0.025817905331457
Encoded,encoded,GNN,Agglo,1,70,NumerAI,MLPClassifier,closest,0.0137609284703524
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,NumerAI,MLPClassifier,closest,0.0246284623367117
Original,original,,Agglo,0,70,NumerAI,MLPClassifier,closest,0.0136755615701883
Decoded,decoded,MLP,KIP,2,70,NumerAI,MLPClassifier,centroid,0.02632802279765118
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,NumerAI,MLPClassifier,centroid,0.029252840161234018
Encoded,encoded,MLP,KIP,1,70,NumerAI,MLPClassifier,centroid,0.025035209194677478
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,NumerAI,MLPClassifier,centroid,0.022640105726943083
Original,original,,KIP,4,70,NumerAI,MLPClassifier,centroid,0.029505212106976382
Decoded,decoded,GNN,KIP,2,70,NumerAI,MLPClassifier,centroid,0.028297750518918342
Decoded-FT,decoded,GNN-MultiHead,KIP,0,70,NumerAI,MLPClassifier,centroid,0.02618526582188412
Encoded,encoded,GNN,KIP,4,70,NumerAI,MLPClassifier,centroid,0.030040604725128577
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,NumerAI,MLPClassifier,centroid,0.0277079151043668
Original,original,,KIP,3,70,NumerAI,MLPClassifier,centroid,0.029505212106976382
Decoded,decoded,MLP,KMeans,4,70,NumerAI,MLPClassifier,centroid,0.028664560255151038
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,NumerAI,MLPClassifier,centroid,0.02849136294619552
Encoded,encoded,MLP,KMeans,1,70,NumerAI,MLPClassifier,centroid,0.01703945655148532
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,NumerAI,MLPClassifier,centroid,0.02096870815617092
Original,original,,KMeans,0,70,NumerAI,MLPClassifier,centroid,0.007855749438398181
Decoded,decoded,GNN,KMeans,3,70,NumerAI,MLPClassifier,centroid,0.02439725721434026
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,NumerAI,MLPClassifier,centroid,0.025735165677653514
Encoded,encoded,GNN,KMeans,1,70,NumerAI,MLPClassifier,centroid,0.008033360223534722
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,NumerAI,MLPClassifier,centroid,0.01341370772114954
Original,original,,KMeans,0,70,NumerAI,MLPClassifier,centroid,0.007855749438398181
Decoded,decoded,MLP,KMeans,1,70,NumerAI,MLPClassifier,closest,0.01998466670551712
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,NumerAI,MLPClassifier,closest,0.01855653875102788
Encoded,encoded,MLP,KMeans,4,70,NumerAI,MLPClassifier,closest,0.028240085066218123
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,NumerAI,MLPClassifier,closest,0.02655101870547308
Original,original,,KMeans,2,70,NumerAI,MLPClassifier,closest,0.02311203508810312
Decoded,decoded,GNN,KMeans,0,70,NumerAI,MLPClassifier,closest,0.01988256878603574
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,NumerAI,MLPClassifier,closest,0.023255729834525903
Encoded,encoded,GNN,KMeans,3,70,NumerAI,MLPClassifier,closest,0.025357824628105097
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,NumerAI,MLPClassifier,closest,0.0266079324531239
Original,original,,KMeans,1,70,NumerAI,MLPClassifier,closest,0.02311203508810312
Decoded,decoded,MLP,Agglo,2,70,NumerAI,XGBClassifier,centroid,0.0269540766889954
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,NumerAI,XGBClassifier,centroid,0.0327935206987692
Encoded,encoded,MLP,Agglo,1,70,NumerAI,XGBClassifier,centroid,0.0221435999154265
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,70,NumerAI,XGBClassifier,centroid,0.0399977068666306
Original,original,,Agglo,0,70,NumerAI,XGBClassifier,centroid,-0.0019097152119077
Decoded,decoded,GNN,Agglo,4,70,NumerAI,XGBClassifier,centroid,0.0367793858187207
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,NumerAI,XGBClassifier,centroid,0.0317555016203169
Encoded,encoded,GNN,Agglo,1,70,NumerAI,XGBClassifier,centroid,0.0152511621745937
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,NumerAI,XGBClassifier,centroid,0.0199706735211338
Original,original,,Agglo,0,70,NumerAI,XGBClassifier,centroid,-0.0019097152119077
Decoded,decoded,MLP,Agglo,3,70,NumerAI,XGBClassifier,closest,0.0235679799312835
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,NumerAI,XGBClassifier,closest,0.0398123489776483
Encoded,encoded,MLP,Agglo,2,70,NumerAI,XGBClassifier,closest,0.0232757879535548
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,NumerAI,XGBClassifier,closest,0.0199339818972094
Original,original,,Agglo,1,70,NumerAI,XGBClassifier,closest,0.0200556416370439
Decoded,decoded,GNN,Agglo,3,70,NumerAI,XGBClassifier,closest,0.03032039349513
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,NumerAI,XGBClassifier,closest,0.0294700045788166
Encoded,encoded,GNN,Agglo,4,70,NumerAI,XGBClassifier,closest,0.0312803357779019
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,NumerAI,XGBClassifier,closest,0.0191571997310222
Original,original,,Agglo,1,70,NumerAI,XGBClassifier,closest,0.0200556416370439
Decoded,decoded,MLP,KIP,0,70,NumerAI,XGBClassifier,centroid,0.023640551120856355
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,NumerAI,XGBClassifier,centroid,0.02513047690468998
Encoded,encoded,MLP,KIP,4,70,NumerAI,XGBClassifier,centroid,0.02692532684600572
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,NumerAI,XGBClassifier,centroid,0.02514148811690526
Original,original,,KIP,3,70,NumerAI,XGBClassifier,centroid,0.025311930953888218
Decoded,decoded,GNN,KIP,4,70,NumerAI,XGBClassifier,centroid,0.0319761654191017
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,NumerAI,XGBClassifier,centroid,0.029165587026497304
Encoded,encoded,GNN,KIP,0,70,NumerAI,XGBClassifier,centroid,0.02260224893951874
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,NumerAI,XGBClassifier,centroid,0.02526496567526504
Original,original,,KIP,2,70,NumerAI,XGBClassifier,centroid,0.025311930953888218
Decoded,decoded,MLP,KMeans,4,70,NumerAI,XGBClassifier,centroid,0.02780500946085136
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,NumerAI,XGBClassifier,centroid,0.02607840966507282
Encoded,encoded,MLP,KMeans,3,70,NumerAI,XGBClassifier,centroid,0.02607870766810972
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,NumerAI,XGBClassifier,centroid,0.01627974200685072
Original,original,,KMeans,1,70,NumerAI,XGBClassifier,centroid,0.022706982106854602
Decoded,decoded,GNN,KMeans,1,70,NumerAI,XGBClassifier,centroid,0.02314138113381504
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,NumerAI,XGBClassifier,centroid,0.0233598993107338
Encoded,encoded,GNN,KMeans,3,70,NumerAI,XGBClassifier,centroid,0.02905202551919196
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,70,NumerAI,XGBClassifier,centroid,0.034026888218017734
Original,original,,KMeans,0,70,NumerAI,XGBClassifier,centroid,0.022706982106854602
Decoded,decoded,MLP,KMeans,1,70,NumerAI,XGBClassifier,closest,0.02002857551121286
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,NumerAI,XGBClassifier,closest,0.0247569524481023
Encoded,encoded,MLP,KMeans,3,70,NumerAI,XGBClassifier,closest,0.022093446004308143
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,NumerAI,XGBClassifier,closest,0.0219081402658573
Original,original,,KMeans,0,70,NumerAI,XGBClassifier,closest,0.01903483223397518
Decoded,decoded,GNN,KMeans,1,70,NumerAI,XGBClassifier,closest,0.023919116909720303
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,NumerAI,XGBClassifier,closest,0.0255831062674358
Encoded,encoded,GNN,KMeans,4,70,NumerAI,XGBClassifier,closest,0.026275702575684817
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,NumerAI,XGBClassifier,closest,0.025479572562323877
Original,original,,KMeans,0,70,NumerAI,XGBClassifier,closest,0.01903483223397518
Decoded,decoded,MLP,Agglo,2,70,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,GaussianNB,centroid,0.1018518518518518
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Nursery,GaussianNB,centroid,0.0054012345679013
Original,original,,Agglo,0,70,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,70,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,70,Nursery,GaussianNB,centroid,0.0497685185185186
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,70,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,70,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,GaussianNB,closest,0.1003086419753086
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Nursery,GaussianNB,closest,0.0038580246913579
Original,original,,Agglo,0,70,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,70,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,70,Nursery,GaussianNB,closest,0.0632716049382715
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,70,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,70,Nursery,GaussianNB,centroid,0.012962962962962921
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,70,Nursery,GaussianNB,centroid,0.07368827160493822
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,Nursery,GaussianNB,centroid,0.00162037037037032
Original,original,,KIP,0,70,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,70,Nursery,GaussianNB,centroid,0.00100308641975306
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,70,Nursery,GaussianNB,centroid,0.08749999999999994
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,70,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,GaussianNB,centroid,0.08055555555555555
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,GaussianNB,centroid,0.004938271604938279
Original,original,,KMeans,0,70,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,70,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,70,Nursery,GaussianNB,centroid,0.02916666666666664
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,70,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,GaussianNB,closest,0.08996913580246914
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,GaussianNB,closest,0.0033950617283949997
Original,original,,KMeans,0,70,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,70,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,70,Nursery,GaussianNB,closest,0.023070987654320963
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,70,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,70,Nursery,KNeighborsClassifier,centroid,0.0763888888888888
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Nursery,KNeighborsClassifier,centroid,0.0493827160493827
Encoded,encoded,MLP,Agglo,2,70,Nursery,KNeighborsClassifier,centroid,0.0354938271604938
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Nursery,KNeighborsClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,70,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,70,Nursery,KNeighborsClassifier,centroid,0.0625
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Nursery,KNeighborsClassifier,centroid,0.0671296296296295
Encoded,encoded,GNN,Agglo,2,70,Nursery,KNeighborsClassifier,centroid,0.0177469135802468
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,70,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,1,70,Nursery,KNeighborsClassifier,closest,0.042824074074074
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Nursery,KNeighborsClassifier,closest,0.0632716049382715
Encoded,encoded,MLP,Agglo,4,70,Nursery,KNeighborsClassifier,closest,0.1195987654320986
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Nursery,KNeighborsClassifier,closest,0.0023148148148148
Original,original,,Agglo,2,70,Nursery,KNeighborsClassifier,closest,0.0536265432098765
Decoded,decoded,GNN,Agglo,1,70,Nursery,KNeighborsClassifier,closest,0.0443672839506172
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Nursery,KNeighborsClassifier,closest,0.0702160493827159
Encoded,encoded,GNN,Agglo,3,70,Nursery,KNeighborsClassifier,closest,0.0679012345679013
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,70,Nursery,KNeighborsClassifier,closest,0.0536265432098765
Decoded,decoded,MLP,KIP,3,70,Nursery,KNeighborsClassifier,centroid,0.10624999999999998
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Nursery,KNeighborsClassifier,centroid,0.07291666666666664
Encoded,encoded,MLP,KIP,4,70,Nursery,KNeighborsClassifier,centroid,0.23302469135802467
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Nursery,KNeighborsClassifier,centroid,0.01018518518518516
Original,original,,KIP,1,70,Nursery,KNeighborsClassifier,centroid,0.04336419753086414
Decoded,decoded,GNN,KIP,3,70,Nursery,KNeighborsClassifier,centroid,0.14081790123456792
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Nursery,KNeighborsClassifier,centroid,0.05910493827160486
Encoded,encoded,GNN,KIP,4,70,Nursery,KNeighborsClassifier,centroid,0.2276234567901234
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,70,Nursery,KNeighborsClassifier,centroid,0.04336419753086414
Decoded,decoded,MLP,KMeans,4,70,Nursery,KNeighborsClassifier,centroid,0.07391975308641972
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Nursery,KNeighborsClassifier,centroid,0.0592592592592592
Encoded,encoded,MLP,KMeans,2,70,Nursery,KNeighborsClassifier,centroid,0.03603395061728394
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Nursery,KNeighborsClassifier,centroid,0.0012345679012345202
Original,original,,KMeans,0,70,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,70,Nursery,KNeighborsClassifier,centroid,0.05493827160493826
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Nursery,KNeighborsClassifier,centroid,0.05316358024691352
Encoded,encoded,GNN,KMeans,2,70,Nursery,KNeighborsClassifier,centroid,0.01705246913580244
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,70,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,70,Nursery,KNeighborsClassifier,closest,0.05694444444444442
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,KNeighborsClassifier,closest,0.05061728395061722
Encoded,encoded,MLP,KMeans,4,70,Nursery,KNeighborsClassifier,closest,0.10138888888888886
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Nursery,KNeighborsClassifier,closest,0.0015432098765431198
Original,original,,KMeans,2,70,Nursery,KNeighborsClassifier,closest,0.05262345679012338
Decoded,decoded,GNN,KMeans,3,70,Nursery,KNeighborsClassifier,closest,0.06466049382716042
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Nursery,KNeighborsClassifier,closest,0.05810185185185176
Encoded,encoded,GNN,KMeans,4,70,Nursery,KNeighborsClassifier,closest,0.07098765432098761
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,1,70,Nursery,KNeighborsClassifier,closest,0.05262345679012338
Decoded,decoded,MLP,Agglo,3,70,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,LogisticRegression,centroid,0.0034722222222222
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,70,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,70,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,70,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,70,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,70,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,LogisticRegression,closest,0.0050154320987654
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,70,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,70,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,70,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,70,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,3,70,Nursery,LogisticRegression,centroid,0.00910493827160492
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KIP,4,70,Nursery,LogisticRegression,centroid,0.01257716049382716
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,Nursery,LogisticRegression,centroid,0.0008487654320987401
Original,original,,KIP,0,70,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,70,Nursery,LogisticRegression,centroid,0.028240740740740677
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,2,70,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,70,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,70,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,LogisticRegression,centroid,0.0020061728395060797
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,70,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,70,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,70,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,70,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,LogisticRegression,closest,0.0054012345679012004
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,LogisticRegression,closest,0.0003086419753086
Original,original,,KMeans,0,70,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,70,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,70,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,70,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,2,70,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,MLPClassifier,centroid,0.0027006172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,70,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,3,70,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,70,Nursery,MLPClassifier,centroid,0.0003858024691357
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,70,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,70,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,MLPClassifier,closest,0.0042438271604938
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,70,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,4,70,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,2,70,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,70,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,4,70,Nursery,MLPClassifier,centroid,0.026543209876543176
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Nursery,MLPClassifier,centroid,0.0001543209876543
Encoded,encoded,MLP,KIP,3,70,Nursery,MLPClassifier,centroid,0.01836419753086414
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,Nursery,MLPClassifier,centroid,0.0012345679012345
Original,original,,KIP,0,70,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,70,Nursery,MLPClassifier,centroid,0.0477623456790123
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,3,70,Nursery,MLPClassifier,centroid,0.00509259259259256
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,70,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,MLPClassifier,centroid,0.00339506172839502
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,MLPClassifier,centroid,0.00138888888888886
Original,original,,KMeans,0,70,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,70,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,70,Nursery,MLPClassifier,centroid,0.00030864197530856
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,70,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,MLPClassifier,closest,0.006558641975308599
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,KMeans,0,70,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,4,70,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,2,70,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,70,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,70,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,XGBClassifier,centroid,0.1485339506172839
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Nursery,XGBClassifier,centroid,0.0925925925925925
Original,original,,Agglo,0,70,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,70,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,70,Nursery,XGBClassifier,centroid,0.0578703703703703
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Nursery,XGBClassifier,centroid,0.0057870370370369
Original,original,,Agglo,0,70,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,70,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,70,Nursery,XGBClassifier,closest,0.0945216049382715
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Nursery,XGBClassifier,closest,0.0397376543209876
Original,original,,Agglo,0,70,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,70,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,70,Nursery,XGBClassifier,closest,0.074074074074074
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Nursery,XGBClassifier,closest,0.0081018518518518
Original,original,,Agglo,0,70,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,70,Nursery,XGBClassifier,centroid,0.03348765432098762
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,70,Nursery,XGBClassifier,centroid,0.08294753086419752
Encoded-FT,encoded,MLP-MultiHead,KIP,2,70,Nursery,XGBClassifier,centroid,0.014197530864197519
Original,original,,KIP,0,70,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,70,Nursery,XGBClassifier,centroid,0.06388888888888886
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,70,Nursery,XGBClassifier,centroid,0.08757716049382716
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,Nursery,XGBClassifier,centroid,0.00416666666666664
Original,original,,KIP,0,70,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,XGBClassifier,centroid,0.13834876543209873
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,XGBClassifier,centroid,0.08418209876543205
Original,original,,KMeans,0,70,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,70,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,70,Nursery,XGBClassifier,centroid,0.06342592592592586
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,Nursery,XGBClassifier,centroid,0.0040123456790123
Original,original,,KMeans,0,70,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,70,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,70,Nursery,XGBClassifier,closest,0.08827160493827155
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,Nursery,XGBClassifier,closest,0.03896604938271598
Original,original,,KMeans,0,70,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,70,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,70,Nursery,XGBClassifier,closest,0.05540123456790118
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,Nursery,XGBClassifier,closest,0.0051697530864197
Original,original,,KMeans,0,70,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,70,OnlineShoppers,GaussianNB,centroid,-0.1266507770508549
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,OnlineShoppers,GaussianNB,centroid,-0.0294444309328662
Encoded,encoded,MLP,Agglo,1,70,OnlineShoppers,GaussianNB,centroid,-0.1457142625515805
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,GaussianNB,centroid,-0.2223208567421422
Original,original,,Agglo,3,70,OnlineShoppers,GaussianNB,centroid,-0.0676565248761664
Decoded,decoded,GNN,Agglo,4,70,OnlineShoppers,GaussianNB,centroid,0.0353422347609665
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,OnlineShoppers,GaussianNB,centroid,-0.0923381245389173
Encoded,encoded,GNN,Agglo,1,70,OnlineShoppers,GaussianNB,centroid,-0.1759693881687218
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,GaussianNB,centroid,-0.1867475739961572
Original,original,,Agglo,3,70,OnlineShoppers,GaussianNB,centroid,-0.0676565248761664
Decoded,decoded,MLP,Agglo,3,70,OnlineShoppers,GaussianNB,closest,-0.1310325818193609
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,OnlineShoppers,GaussianNB,closest,-0.1069225219090238
Encoded,encoded,MLP,Agglo,1,70,OnlineShoppers,GaussianNB,closest,-0.1865124725377175
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,GaussianNB,closest,-0.2235571661356617
Original,original,,Agglo,2,70,OnlineShoppers,GaussianNB,closest,-0.1356494880463069
Decoded,decoded,GNN,Agglo,4,70,OnlineShoppers,GaussianNB,closest,-0.1029582249029191
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,GaussianNB,closest,-0.1892282997300386
Encoded,encoded,GNN,Agglo,2,70,OnlineShoppers,GaussianNB,closest,-0.1486368168883917
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,OnlineShoppers,GaussianNB,closest,-0.1572423409619703
Original,original,,Agglo,3,70,OnlineShoppers,GaussianNB,closest,-0.1356494880463069
Decoded,decoded,MLP,KIP,3,70,OnlineShoppers,GaussianNB,centroid,-0.06534928780471985
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,OnlineShoppers,GaussianNB,centroid,-0.1453753921735535
Encoded,encoded,MLP,KIP,2,70,OnlineShoppers,GaussianNB,centroid,-0.10852202252109822
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,OnlineShoppers,GaussianNB,centroid,-0.2022196820455448
Original,original,,KIP,4,70,OnlineShoppers,GaussianNB,centroid,0.009527283929599298
Decoded,decoded,GNN,KIP,4,70,OnlineShoppers,GaussianNB,centroid,0.01034527486603272
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,OnlineShoppers,GaussianNB,centroid,-0.012104482330909338
Encoded,encoded,GNN,KIP,1,70,OnlineShoppers,GaussianNB,centroid,-0.11981418877836414
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,OnlineShoppers,GaussianNB,centroid,-0.1599111478626034
Original,original,,KIP,3,70,OnlineShoppers,GaussianNB,centroid,0.009527283929599298
Decoded,decoded,MLP,KMeans,2,70,OnlineShoppers,GaussianNB,centroid,-0.15967847848821654
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,OnlineShoppers,GaussianNB,centroid,-0.0598730452124425
Encoded,encoded,MLP,KMeans,1,70,OnlineShoppers,GaussianNB,centroid,-0.18561746560627795
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,GaussianNB,centroid,-0.21793824127895195
Original,original,,KMeans,3,70,OnlineShoppers,GaussianNB,centroid,-0.07009833726520255
Decoded,decoded,GNN,KMeans,4,70,OnlineShoppers,GaussianNB,centroid,0.030456177898841485
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,OnlineShoppers,GaussianNB,centroid,-0.12578900860147055
Encoded,encoded,GNN,KMeans,1,70,OnlineShoppers,GaussianNB,centroid,-0.13071235741907236
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,GaussianNB,centroid,-0.16247294306491228
Original,original,,KMeans,3,70,OnlineShoppers,GaussianNB,centroid,-0.07009833726520255
Decoded,decoded,MLP,KMeans,4,70,OnlineShoppers,GaussianNB,closest,-0.09637457337192232
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,OnlineShoppers,GaussianNB,closest,-0.10576484989987919
Encoded,encoded,MLP,KMeans,1,70,OnlineShoppers,GaussianNB,closest,-0.16113772891991146
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,GaussianNB,closest,-0.20472148584121735
Original,original,,KMeans,2,70,OnlineShoppers,GaussianNB,closest,-0.13032241327593613
Decoded,decoded,GNN,KMeans,3,70,OnlineShoppers,GaussianNB,closest,-0.1236212110157193
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,OnlineShoppers,GaussianNB,closest,-0.13842125317184287
Encoded,encoded,GNN,KMeans,4,70,OnlineShoppers,GaussianNB,closest,-0.10086582192280551
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,GaussianNB,closest,-0.14755453948488453
Original,original,,KMeans,2,70,OnlineShoppers,GaussianNB,closest,-0.13032241327593613
Decoded,decoded,MLP,Agglo,1,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0087244674322782
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0107127202594897
Encoded,encoded,MLP,Agglo,4,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0119470500569824
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.0542263522398529
Original,original,,Agglo,3,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0116945735074952
Decoded,decoded,GNN,Agglo,3,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0178276496887874
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.0101271149294293
Encoded,encoded,GNN,Agglo,4,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0818830542649249
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.043773121767336
Original,original,,Agglo,2,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0116945735074952
Decoded,decoded,MLP,Agglo,2,70,OnlineShoppers,KNeighborsClassifier,closest,0.0501201016919433
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,OnlineShoppers,KNeighborsClassifier,closest,0.0789550276146224
Encoded,encoded,MLP,Agglo,0,70,OnlineShoppers,KNeighborsClassifier,closest,-0.0238415008328219
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,OnlineShoppers,KNeighborsClassifier,closest,-0.0048671868151137
Original,original,,Agglo,3,70,OnlineShoppers,KNeighborsClassifier,closest,0.0528307179801876
Decoded,decoded,GNN,Agglo,2,70,OnlineShoppers,KNeighborsClassifier,closest,0.0411115981414919
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,OnlineShoppers,KNeighborsClassifier,closest,0.043194529674761
Encoded,encoded,GNN,Agglo,1,70,OnlineShoppers,KNeighborsClassifier,closest,0.0161795388796351
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,KNeighborsClassifier,closest,0.0160848601735775
Original,original,,Agglo,4,70,OnlineShoppers,KNeighborsClassifier,closest,0.0528307179801876
Decoded,decoded,MLP,KIP,1,70,OnlineShoppers,KNeighborsClassifier,centroid,0.07793039361795372
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,OnlineShoppers,KNeighborsClassifier,centroid,0.08480126238274732
Encoded,encoded,MLP,KIP,3,70,OnlineShoppers,KNeighborsClassifier,centroid,0.09058157271850611
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,OnlineShoppers,KNeighborsClassifier,centroid,0.01236153239239052
Original,original,,KIP,4,70,OnlineShoppers,KNeighborsClassifier,centroid,0.17130604015078446
Decoded,decoded,GNN,KIP,2,70,OnlineShoppers,KNeighborsClassifier,centroid,0.08870483036731816
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,OnlineShoppers,KNeighborsClassifier,centroid,0.07303515385289723
Encoded,encoded,GNN,KIP,3,70,OnlineShoppers,KNeighborsClassifier,centroid,0.10930200753923017
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,OnlineShoppers,KNeighborsClassifier,centroid,0.051523450512842864
Original,original,,KIP,4,70,OnlineShoppers,KNeighborsClassifier,centroid,0.17130604015078446
Decoded,decoded,MLP,KMeans,4,70,OnlineShoppers,KNeighborsClassifier,centroid,0.021800648724467277
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,OnlineShoppers,KNeighborsClassifier,centroid,0.008028754273691499
Encoded,encoded,MLP,KMeans,3,70,OnlineShoppers,KNeighborsClassifier,centroid,0.009870430437450539
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.04311878670991506
Original,original,,KMeans,0,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.04879600245463324
Decoded,decoded,GNN,KMeans,3,70,OnlineShoppers,KNeighborsClassifier,centroid,0.0316444288594721
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,OnlineShoppers,KNeighborsClassifier,centroid,0.02312264399053198
Encoded,encoded,GNN,KMeans,4,70,OnlineShoppers,KNeighborsClassifier,centroid,0.049406154115893594
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.019826422372227683
Original,original,,KMeans,0,70,OnlineShoppers,KNeighborsClassifier,centroid,-0.04879600245463324
Decoded,decoded,MLP,KMeans,3,70,OnlineShoppers,KNeighborsClassifier,closest,0.038609976330323356
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,OnlineShoppers,KNeighborsClassifier,closest,0.02018620145524666
Encoded,encoded,MLP,KMeans,4,70,OnlineShoppers,KNeighborsClassifier,closest,0.03889681774349076
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,KNeighborsClassifier,closest,-0.015729289033049897
Original,original,,KMeans,1,70,OnlineShoppers,KNeighborsClassifier,closest,0.016849303059524718
Decoded,decoded,GNN,KMeans,4,70,OnlineShoppers,KNeighborsClassifier,closest,0.06565933198912936
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,OnlineShoppers,KNeighborsClassifier,closest,0.034453931796265325
Encoded,encoded,GNN,KMeans,3,70,OnlineShoppers,KNeighborsClassifier,closest,0.06024932059261836
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,KNeighborsClassifier,closest,0.00530130621548168
Original,original,,KMeans,1,70,OnlineShoppers,KNeighborsClassifier,closest,0.016849303059524718
Decoded,decoded,MLP,Agglo,3,70,OnlineShoppers,LogisticRegression,centroid,0.24890329384547
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,OnlineShoppers,LogisticRegression,centroid,0.2161608520764948
Encoded,encoded,MLP,Agglo,4,70,OnlineShoppers,LogisticRegression,centroid,0.2673395523727226
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,OnlineShoppers,LogisticRegression,centroid,0.2286642684990655
Original,original,,Agglo,0,70,OnlineShoppers,LogisticRegression,centroid,0.1674226508126254
Decoded,decoded,GNN,Agglo,4,70,OnlineShoppers,LogisticRegression,centroid,0.2678999837116015
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,OnlineShoppers,LogisticRegression,centroid,0.2422029644885305
Encoded,encoded,GNN,Agglo,3,70,OnlineShoppers,LogisticRegression,centroid,0.2464048191573653
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,LogisticRegression,centroid,0.1621441053942206
Original,original,,Agglo,1,70,OnlineShoppers,LogisticRegression,centroid,0.1674226508126254
Decoded,decoded,MLP,Agglo,2,70,OnlineShoppers,LogisticRegression,closest,0.2253099627023281
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,OnlineShoppers,LogisticRegression,closest,0.216354104262315
Encoded,encoded,MLP,Agglo,3,70,OnlineShoppers,LogisticRegression,closest,0.2330676575902557
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,LogisticRegression,closest,0.1754177698145607
Original,original,,Agglo,4,70,OnlineShoppers,LogisticRegression,closest,0.2515894992283716
Decoded,decoded,GNN,Agglo,3,70,OnlineShoppers,LogisticRegression,closest,0.2439118659602838
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,OnlineShoppers,LogisticRegression,closest,0.1894589214871584
Encoded,encoded,GNN,Agglo,2,70,OnlineShoppers,LogisticRegression,closest,0.2355716537693839
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,LogisticRegression,closest,0.170520207276773
Original,original,,Agglo,4,70,OnlineShoppers,LogisticRegression,closest,0.2515894992283716
Decoded,decoded,MLP,KIP,4,70,OnlineShoppers,LogisticRegression,centroid,0.24024504377162
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,OnlineShoppers,LogisticRegression,centroid,0.23198489320055987
Encoded,encoded,MLP,KIP,2,70,OnlineShoppers,LogisticRegression,centroid,0.2250499004751243
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,OnlineShoppers,LogisticRegression,centroid,0.17456911664425856
Original,original,,KIP,1,70,OnlineShoppers,LogisticRegression,centroid,0.21282421505103236
Decoded,decoded,GNN,KIP,4,70,OnlineShoppers,LogisticRegression,centroid,0.2883068623851185
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,OnlineShoppers,LogisticRegression,centroid,0.25334698982113124
Encoded,encoded,GNN,KIP,2,70,OnlineShoppers,LogisticRegression,centroid,0.2173915924256186
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,OnlineShoppers,LogisticRegression,centroid,0.18959916735915364
Original,original,,KIP,1,70,OnlineShoppers,LogisticRegression,centroid,0.21282421505103236
Decoded,decoded,MLP,KMeans,2,70,OnlineShoppers,LogisticRegression,centroid,0.2217033247658197
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,OnlineShoppers,LogisticRegression,centroid,0.2251735818740493
Encoded,encoded,MLP,KMeans,4,70,OnlineShoppers,LogisticRegression,centroid,0.27723351213761765
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,OnlineShoppers,LogisticRegression,centroid,0.2093937126781716
Original,original,,KMeans,0,70,OnlineShoppers,LogisticRegression,centroid,0.15303309305644894
Decoded,decoded,GNN,KMeans,4,70,OnlineShoppers,LogisticRegression,centroid,0.2887811584640316
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,OnlineShoppers,LogisticRegression,centroid,0.23721319305065136
Encoded,encoded,GNN,KMeans,3,70,OnlineShoppers,LogisticRegression,centroid,0.23948142156307886
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,OnlineShoppers,LogisticRegression,centroid,0.18195631948451357
Original,original,,KMeans,0,70,OnlineShoppers,LogisticRegression,centroid,0.15303309305644894
Decoded,decoded,MLP,KMeans,1,70,OnlineShoppers,LogisticRegression,closest,0.2142620113135351
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,OnlineShoppers,LogisticRegression,closest,0.21546072701472302
Encoded,encoded,MLP,KMeans,4,70,OnlineShoppers,LogisticRegression,closest,0.23883651141154155
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,LogisticRegression,closest,0.17412905380969076
Original,original,,KMeans,3,70,OnlineShoppers,LogisticRegression,closest,0.22739156481816353
Decoded,decoded,GNN,KMeans,3,70,OnlineShoppers,LogisticRegression,closest,0.23207765424975363
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,OnlineShoppers,LogisticRegression,closest,0.21590023770018849
Encoded,encoded,GNN,KMeans,4,70,OnlineShoppers,LogisticRegression,closest,0.2384317861195237
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,LogisticRegression,closest,0.19254046562733795
Original,original,,KMeans,2,70,OnlineShoppers,LogisticRegression,closest,0.22739156481816353
Decoded,decoded,MLP,Agglo,4,70,OnlineShoppers,MLPClassifier,centroid,0.1450717655792341
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,OnlineShoppers,MLPClassifier,centroid,0.143406915959261
Encoded,encoded,MLP,Agglo,1,70,OnlineShoppers,MLPClassifier,centroid,0.0974993089010439
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,MLPClassifier,centroid,0.0622579212364614
Original,original,,Agglo,2,70,OnlineShoppers,MLPClassifier,centroid,0.1154585635702328
Decoded,decoded,GNN,Agglo,4,70,OnlineShoppers,MLPClassifier,centroid,0.188944901553342
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,OnlineShoppers,MLPClassifier,centroid,0.1491655562492428
Encoded,encoded,GNN,Agglo,2,70,OnlineShoppers,MLPClassifier,centroid,0.1363623657016129
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,MLPClassifier,centroid,0.0382325260676314
Original,original,,Agglo,1,70,OnlineShoppers,MLPClassifier,centroid,0.1154585635702328
Decoded,decoded,MLP,Agglo,3,70,OnlineShoppers,MLPClassifier,closest,0.1505632844749668
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,OnlineShoppers,MLPClassifier,closest,0.1258731918832369
Encoded,encoded,MLP,Agglo,1,70,OnlineShoppers,MLPClassifier,closest,0.1237579631683082
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,MLPClassifier,closest,0.0552754922332901
Original,original,,Agglo,4,70,OnlineShoppers,MLPClassifier,closest,0.1522716189730734
Decoded,decoded,GNN,Agglo,3,70,OnlineShoppers,MLPClassifier,closest,0.1516441943028598
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,OnlineShoppers,MLPClassifier,closest,0.101900599780712
Encoded,encoded,GNN,Agglo,2,70,OnlineShoppers,MLPClassifier,closest,0.1433572189556796
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,MLPClassifier,closest,0.0953871862488392
Original,original,,Agglo,4,70,OnlineShoppers,MLPClassifier,closest,0.1522716189730734
Decoded,decoded,MLP,KIP,4,70,OnlineShoppers,MLPClassifier,centroid,0.1606511549894239
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,OnlineShoppers,MLPClassifier,centroid,0.1366207901202357
Encoded,encoded,MLP,KIP,3,70,OnlineShoppers,MLPClassifier,centroid,0.14498728067314595
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,OnlineShoppers,MLPClassifier,centroid,0.0932949423980668
Original,original,,KIP,1,70,OnlineShoppers,MLPClassifier,centroid,0.09520827703594648
Decoded,decoded,GNN,KIP,4,70,OnlineShoppers,MLPClassifier,centroid,0.19325860146419802
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,OnlineShoppers,MLPClassifier,centroid,0.15201630061717472
Encoded,encoded,GNN,KIP,2,70,OnlineShoppers,MLPClassifier,centroid,0.14229494550412952
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,OnlineShoppers,MLPClassifier,centroid,0.10947193827632158
Original,original,,KIP,0,70,OnlineShoppers,MLPClassifier,centroid,0.09520827703594648
Decoded,decoded,MLP,KMeans,3,70,OnlineShoppers,MLPClassifier,centroid,0.129381800336076
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,OnlineShoppers,MLPClassifier,centroid,0.1395112920910325
Encoded,encoded,MLP,KMeans,2,70,OnlineShoppers,MLPClassifier,centroid,0.1208550369466161
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,MLPClassifier,centroid,0.07701358281229138
Original,original,,KMeans,1,70,OnlineShoppers,MLPClassifier,centroid,0.09230969930206775
Decoded,decoded,GNN,KMeans,4,70,OnlineShoppers,MLPClassifier,centroid,0.1992738025351684
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,OnlineShoppers,MLPClassifier,centroid,0.12640929830937003
Encoded,encoded,GNN,KMeans,3,70,OnlineShoppers,MLPClassifier,centroid,0.13318362111004473
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,MLPClassifier,centroid,0.058451130762134686
Original,original,,KMeans,1,70,OnlineShoppers,MLPClassifier,centroid,0.09230969930206775
Decoded,decoded,MLP,KMeans,1,70,OnlineShoppers,MLPClassifier,closest,0.11840497467005855
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,OnlineShoppers,MLPClassifier,closest,0.11965361188503838
Encoded,encoded,MLP,KMeans,4,70,OnlineShoppers,MLPClassifier,closest,0.14118608111172198
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,MLPClassifier,closest,0.07298004975912484
Original,original,,KMeans,3,70,OnlineShoppers,MLPClassifier,closest,0.13229590838357397
Decoded,decoded,GNN,KMeans,3,70,OnlineShoppers,MLPClassifier,closest,0.13496774353861304
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,OnlineShoppers,MLPClassifier,closest,0.12581107062876035
Encoded,encoded,GNN,KMeans,4,70,OnlineShoppers,MLPClassifier,closest,0.14127864178089214
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,MLPClassifier,closest,0.09041934952834439
Original,original,,KMeans,2,70,OnlineShoppers,MLPClassifier,closest,0.13229590838357397
Decoded,decoded,MLP,Agglo,3,70,OnlineShoppers,XGBClassifier,centroid,0.2848508856629611
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,OnlineShoppers,XGBClassifier,centroid,0.1952557405099679
Encoded,encoded,MLP,Agglo,2,70,OnlineShoppers,XGBClassifier,centroid,0.2042045263855763
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,OnlineShoppers,XGBClassifier,centroid,0.2036488378682467
Original,original,,Agglo,4,70,OnlineShoppers,XGBClassifier,centroid,0.3843548923972457
Decoded,decoded,GNN,Agglo,2,70,OnlineShoppers,XGBClassifier,centroid,0.2364014491916381
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,OnlineShoppers,XGBClassifier,centroid,0.2130570295972908
Encoded,encoded,GNN,Agglo,3,70,OnlineShoppers,XGBClassifier,centroid,0.2538396150894191
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,XGBClassifier,centroid,0.1996654865163006
Original,original,,Agglo,4,70,OnlineShoppers,XGBClassifier,centroid,0.3843548923972457
Decoded,decoded,MLP,Agglo,0,70,OnlineShoppers,XGBClassifier,closest,0.1958691986256337
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,OnlineShoppers,XGBClassifier,closest,0.1991620657307992
Encoded,encoded,MLP,Agglo,3,70,OnlineShoppers,XGBClassifier,closest,0.2352405553584053
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,OnlineShoppers,XGBClassifier,closest,0.2027135205618505
Original,original,,Agglo,4,70,OnlineShoppers,XGBClassifier,closest,0.2469100142223249
Decoded,decoded,GNN,Agglo,2,70,OnlineShoppers,XGBClassifier,closest,0.2259589065590501
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,OnlineShoppers,XGBClassifier,closest,0.2100777688830934
Encoded,encoded,GNN,Agglo,3,70,OnlineShoppers,XGBClassifier,closest,0.2334221884774409
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,OnlineShoppers,XGBClassifier,closest,0.2249630687210636
Original,original,,Agglo,4,70,OnlineShoppers,XGBClassifier,closest,0.2469100142223249
Decoded,decoded,MLP,KIP,3,70,OnlineShoppers,XGBClassifier,centroid,0.24587511313213
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,OnlineShoppers,XGBClassifier,centroid,0.22180224641209517
Encoded,encoded,MLP,KIP,4,70,OnlineShoppers,XGBClassifier,centroid,0.2713630599180772
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,OnlineShoppers,XGBClassifier,centroid,0.189510691502092
Original,original,,KIP,2,70,OnlineShoppers,XGBClassifier,centroid,0.22719682652339807
Decoded,decoded,GNN,KIP,3,70,OnlineShoppers,XGBClassifier,centroid,0.2690682313975016
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,OnlineShoppers,XGBClassifier,centroid,0.24892314717768
Encoded,encoded,GNN,KIP,4,70,OnlineShoppers,XGBClassifier,centroid,0.30057356958348114
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,OnlineShoppers,XGBClassifier,centroid,0.23324007669601907
Original,original,,KIP,0,70,OnlineShoppers,XGBClassifier,centroid,0.22719682652339807
Decoded,decoded,MLP,KMeans,2,70,OnlineShoppers,XGBClassifier,centroid,0.22650799283656972
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,OnlineShoppers,XGBClassifier,centroid,0.2077004123648948
Encoded,encoded,MLP,KMeans,3,70,OnlineShoppers,XGBClassifier,centroid,0.23022615422282006
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,XGBClassifier,centroid,0.1964755043148388
Original,original,,KMeans,4,70,OnlineShoppers,XGBClassifier,centroid,0.38081444129921077
Decoded,decoded,GNN,KMeans,1,70,OnlineShoppers,XGBClassifier,centroid,0.2226605375873764
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,OnlineShoppers,XGBClassifier,centroid,0.23491374448781746
Encoded,encoded,GNN,KMeans,3,70,OnlineShoppers,XGBClassifier,centroid,0.2413696346485545
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,XGBClassifier,centroid,0.20243292536993165
Original,original,,KMeans,4,70,OnlineShoppers,XGBClassifier,centroid,0.38081444129921077
Decoded,decoded,MLP,KMeans,1,70,OnlineShoppers,XGBClassifier,closest,0.1927017740768555
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,OnlineShoppers,XGBClassifier,closest,0.21222074588804246
Encoded,encoded,MLP,KMeans,4,70,OnlineShoppers,XGBClassifier,closest,0.24292886361698202
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,OnlineShoppers,XGBClassifier,closest,0.18055860450657882
Original,original,,KMeans,3,70,OnlineShoppers,XGBClassifier,closest,0.22862896237548586
Decoded,decoded,GNN,KMeans,2,70,OnlineShoppers,XGBClassifier,closest,0.22819706585459104
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,OnlineShoppers,XGBClassifier,closest,0.2080393273418007
Encoded,encoded,GNN,KMeans,4,70,OnlineShoppers,XGBClassifier,closest,0.27278584259710104
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,OnlineShoppers,XGBClassifier,closest,0.2221653696016373
Original,original,,KMeans,3,70,OnlineShoppers,XGBClassifier,closest,0.22862896237548586
Decoded,decoded,MLP,Agglo,4,70,PhishingWebsites,GaussianNB,centroid,0.1270726338958179
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,PhishingWebsites,GaussianNB,centroid,-0.2449219159417253
Encoded,encoded,MLP,Agglo,2,70,PhishingWebsites,GaussianNB,centroid,-0.2403521643433603
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,GaussianNB,centroid,-0.3133004926108375
Original,original,,Agglo,3,70,PhishingWebsites,GaussianNB,centroid,-0.1603605492086784
Decoded,decoded,GNN,Agglo,4,70,PhishingWebsites,GaussianNB,centroid,-0.1520804947070537
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,PhishingWebsites,GaussianNB,centroid,-0.1865632533277434
Encoded,encoded,GNN,Agglo,1,70,PhishingWebsites,GaussianNB,centroid,-0.2151766062257626
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,PhishingWebsites,GaussianNB,centroid,-0.2752122419033645
Original,original,,Agglo,3,70,PhishingWebsites,GaussianNB,centroid,-0.1603605492086784
Decoded,decoded,MLP,Agglo,1,70,PhishingWebsites,GaussianNB,closest,-0.2517555811759773
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,PhishingWebsites,GaussianNB,closest,-0.0851483073053139
Encoded,encoded,MLP,Agglo,3,70,PhishingWebsites,GaussianNB,closest,-0.2281312231422284
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,GaussianNB,closest,-0.305020438109213
Original,original,,Agglo,2,70,PhishingWebsites,GaussianNB,closest,-0.2319044125353737
Decoded,decoded,GNN,Agglo,1,70,PhishingWebsites,GaussianNB,closest,-0.2411487265485799
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,PhishingWebsites,GaussianNB,closest,-0.1339482234566608
Encoded,encoded,GNN,Agglo,3,70,PhishingWebsites,GaussianNB,closest,-0.2224295147259198
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,PhishingWebsites,GaussianNB,closest,-0.2735352688397443
Original,original,,Agglo,2,70,PhishingWebsites,GaussianNB,closest,-0.2319044125353737
Decoded,decoded,MLP,KIP,4,70,PhishingWebsites,GaussianNB,centroid,0.013277434231212637
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,PhishingWebsites,GaussianNB,centroid,-0.007982391782832063
Encoded,encoded,MLP,KIP,1,70,PhishingWebsites,GaussianNB,centroid,-0.18715857876532854
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,PhishingWebsites,GaussianNB,centroid,-0.29063620165601095
Original,original,,KIP,2,70,PhishingWebsites,GaussianNB,centroid,-0.13937323131747203
Decoded,decoded,GNN,KIP,4,70,PhishingWebsites,GaussianNB,centroid,0.09517660622576243
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,PhishingWebsites,GaussianNB,centroid,-0.07996646053872765
Encoded,encoded,GNN,KIP,1,70,PhishingWebsites,GaussianNB,centroid,-0.1540299758935122
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,PhishingWebsites,GaussianNB,centroid,-0.26142752332040675
Original,original,,KIP,2,70,PhishingWebsites,GaussianNB,centroid,-0.13937323131747203
Decoded,decoded,MLP,KMeans,2,70,PhishingWebsites,GaussianNB,centroid,-0.2270076511896028
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,PhishingWebsites,GaussianNB,centroid,-0.1982433707158579
Encoded,encoded,MLP,KMeans,1,70,PhishingWebsites,GaussianNB,centroid,-0.22865946965726866
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,GaussianNB,centroid,-0.3080599517870244
Original,original,,KMeans,4,70,PhishingWebsites,GaussianNB,centroid,-0.16106487789539878
Decoded,decoded,GNN,KMeans,4,70,PhishingWebsites,GaussianNB,centroid,-0.0912734514201866
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,PhishingWebsites,GaussianNB,centroid,-0.19318729692904307
Encoded,encoded,GNN,KMeans,1,70,PhishingWebsites,GaussianNB,centroid,-0.21213709254795093
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,GaussianNB,centroid,-0.2687433183104497
Original,original,,KMeans,3,70,PhishingWebsites,GaussianNB,centroid,-0.16106487789539878
Decoded,decoded,MLP,KMeans,3,70,PhishingWebsites,GaussianNB,closest,-0.19696887118750656
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,PhishingWebsites,GaussianNB,closest,-0.21070328057855575
Encoded,encoded,MLP,KMeans,1,70,PhishingWebsites,GaussianNB,closest,-0.22315899800859454
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,GaussianNB,closest,-0.30223247039094436
Original,original,,KMeans,4,70,PhishingWebsites,GaussianNB,closest,-0.1592830940153024
Decoded,decoded,GNN,KMeans,1,70,PhishingWebsites,GaussianNB,closest,-0.21521853055235302
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,PhishingWebsites,GaussianNB,closest,-0.15853264856933236
Encoded,encoded,GNN,KMeans,2,70,PhishingWebsites,GaussianNB,closest,-0.21485378891101564
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,GaussianNB,closest,-0.26870977884917724
Original,original,,KMeans,3,70,PhishingWebsites,GaussianNB,closest,-0.1592830940153024
Decoded,decoded,MLP,Agglo,4,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0651453690385765
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0408390839892044
Encoded,encoded,MLP,Agglo,3,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0430531538374517
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,KNeighborsClassifier,centroid,-0.0029089968809088
Original,original,,Agglo,1,70,PhishingWebsites,KNeighborsClassifier,centroid,0.022819464421352
Decoded,decoded,GNN,Agglo,4,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0664867398225511
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0501640351018957
Encoded,encoded,GNN,Agglo,2,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0496145579132795
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,PhishingWebsites,KNeighborsClassifier,centroid,0.0202498505098825
Original,original,,Agglo,1,70,PhishingWebsites,KNeighborsClassifier,centroid,0.022819464421352
Decoded,decoded,MLP,Agglo,2,70,PhishingWebsites,KNeighborsClassifier,closest,0.0509074454159057
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,PhishingWebsites,KNeighborsClassifier,closest,0.0454934789986586
Encoded,encoded,MLP,Agglo,4,70,PhishingWebsites,KNeighborsClassifier,closest,0.0602808798099455
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,KNeighborsClassifier,closest,0.0022463920358129
Original,original,,Agglo,3,70,PhishingWebsites,KNeighborsClassifier,closest,0.052281138387446
Decoded,decoded,GNN,Agglo,3,70,PhishingWebsites,KNeighborsClassifier,closest,0.0632060377846372
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,PhishingWebsites,KNeighborsClassifier,closest,0.056111317613976
Encoded,encoded,GNN,Agglo,4,70,PhishingWebsites,KNeighborsClassifier,closest,0.0649999191945311
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,PhishingWebsites,KNeighborsClassifier,closest,0.0345847406952502
Original,original,,Agglo,1,70,PhishingWebsites,KNeighborsClassifier,closest,0.052281138387446
Decoded,decoded,MLP,KIP,3,70,PhishingWebsites,KNeighborsClassifier,centroid,0.15029817218029312
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,PhishingWebsites,KNeighborsClassifier,centroid,0.14186208122565733
Encoded,encoded,MLP,KIP,2,70,PhishingWebsites,KNeighborsClassifier,centroid,0.14746674854954184
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,PhishingWebsites,KNeighborsClassifier,centroid,0.042212776960744644
Original,original,,KIP,4,70,PhishingWebsites,KNeighborsClassifier,centroid,0.2822696640108602
Decoded,decoded,GNN,KIP,2,70,PhishingWebsites,KNeighborsClassifier,centroid,0.1392924673141878
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,PhishingWebsites,KNeighborsClassifier,centroid,0.12681933513260174
Encoded,encoded,GNN,KIP,3,70,PhishingWebsites,KNeighborsClassifier,centroid,0.15717310147550775
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,PhishingWebsites,KNeighborsClassifier,centroid,0.07704316628149391
Original,original,,KIP,4,70,PhishingWebsites,KNeighborsClassifier,centroid,0.2822696640108602
Decoded,decoded,MLP,KMeans,4,70,PhishingWebsites,KNeighborsClassifier,centroid,0.050261001664592575
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,PhishingWebsites,KNeighborsClassifier,centroid,0.04869660778641494
Encoded,encoded,MLP,KMeans,2,70,PhishingWebsites,KNeighborsClassifier,centroid,0.040858477301743745
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,KNeighborsClassifier,centroid,-0.005365483135898541
Original,original,,KMeans,1,70,PhishingWebsites,KNeighborsClassifier,centroid,0.030289121967774717
Decoded,decoded,GNN,KMeans,3,70,PhishingWebsites,KNeighborsClassifier,centroid,0.05538406839374882
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,PhishingWebsites,KNeighborsClassifier,centroid,0.056971087803222464
Encoded,encoded,GNN,KMeans,2,70,PhishingWebsites,KNeighborsClassifier,centroid,0.05122743507280566
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,KNeighborsClassifier,centroid,0.019584013446029964
Original,original,,KMeans,1,70,PhishingWebsites,KNeighborsClassifier,centroid,0.030289121967774717
Decoded,decoded,MLP,KMeans,2,70,PhishingWebsites,KNeighborsClassifier,closest,0.04965334453835834
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,PhishingWebsites,KNeighborsClassifier,closest,0.04685424309517268
Encoded,encoded,MLP,KMeans,4,70,PhishingWebsites,KNeighborsClassifier,closest,0.058545178337669854
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,KNeighborsClassifier,closest,0.00067230150136556
Original,original,,KMeans,3,70,PhishingWebsites,KNeighborsClassifier,closest,0.05045170257122995
Decoded,decoded,GNN,KMeans,3,70,PhishingWebsites,KNeighborsClassifier,closest,0.05959564943355363
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,PhishingWebsites,KNeighborsClassifier,closest,0.0568773534592821
Encoded,encoded,GNN,KMeans,4,70,PhishingWebsites,KNeighborsClassifier,closest,0.06474134169400576
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,KNeighborsClassifier,closest,0.028113838744606177
Original,original,,KMeans,1,70,PhishingWebsites,KNeighborsClassifier,closest,0.05045170257122995
Decoded,decoded,MLP,Agglo,3,70,PhishingWebsites,LogisticRegression,centroid,0.0149027365644576
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,PhishingWebsites,LogisticRegression,centroid,0.0158918562479394
Encoded,encoded,MLP,Agglo,1,70,PhishingWebsites,LogisticRegression,centroid,0.0075337949225191
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,LogisticRegression,centroid,-0.0091658424002636
Original,original,,Agglo,2,70,PhishingWebsites,LogisticRegression,centroid,0.0148697659083416
Decoded,decoded,GNN,Agglo,0,70,PhishingWebsites,LogisticRegression,centroid,0.0077151335311572
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,PhishingWebsites,LogisticRegression,centroid,0.0390042861852952
Encoded,encoded,GNN,Agglo,4,70,PhishingWebsites,LogisticRegression,centroid,0.0666666666666667
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,PhishingWebsites,LogisticRegression,centroid,0.0349818661391362
Original,original,,Agglo,1,70,PhishingWebsites,LogisticRegression,centroid,0.0148697659083416
Decoded,decoded,MLP,Agglo,1,70,PhishingWebsites,LogisticRegression,closest,0.007500824266403
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,PhishingWebsites,LogisticRegression,closest,0.0111275964391691
Encoded,encoded,MLP,Agglo,4,70,PhishingWebsites,LogisticRegression,closest,0.0167326079788988
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,LogisticRegression,closest,-0.0093142103527859
Original,original,,Agglo,3,70,PhishingWebsites,LogisticRegression,closest,0.0164193867457963
Decoded,decoded,GNN,Agglo,1,70,PhishingWebsites,LogisticRegression,closest,0.0326409495548962
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,PhishingWebsites,LogisticRegression,closest,0.0407187603033301
Encoded,encoded,GNN,Agglo,4,70,PhishingWebsites,LogisticRegression,closest,0.0423178371249588
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,PhishingWebsites,LogisticRegression,closest,0.0389713155291791
Original,original,,Agglo,0,70,PhishingWebsites,LogisticRegression,closest,0.0164193867457963
Decoded,decoded,MLP,KIP,4,70,PhishingWebsites,LogisticRegression,centroid,0.0453709198813057
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,PhishingWebsites,LogisticRegression,centroid,0.042739861523244375
Encoded,encoded,MLP,KIP,2,70,PhishingWebsites,LogisticRegression,centroid,0.02788328387734918
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,PhishingWebsites,LogisticRegression,centroid,-0.01059676887570052
Original,original,,KIP,1,70,PhishingWebsites,LogisticRegression,centroid,0.02315529179030666
Decoded,decoded,GNN,KIP,4,70,PhishingWebsites,LogisticRegression,centroid,0.04610616551269372
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,PhishingWebsites,LogisticRegression,centroid,0.030524233432245397
Encoded,encoded,GNN,KIP,3,70,PhishingWebsites,LogisticRegression,centroid,0.03151335311572702
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,PhishingWebsites,LogisticRegression,centroid,0.00227497527200796
Original,original,,KIP,1,70,PhishingWebsites,LogisticRegression,centroid,0.02315529179030666
Decoded,decoded,MLP,KMeans,4,70,PhishingWebsites,LogisticRegression,centroid,0.0162116716122651
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,PhishingWebsites,LogisticRegression,centroid,0.01368282228816354
Encoded,encoded,MLP,KMeans,3,70,PhishingWebsites,LogisticRegression,centroid,0.01594131223211346
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,LogisticRegression,centroid,-0.01929772502472784
Original,original,,KMeans,1,70,PhishingWebsites,LogisticRegression,centroid,0.007105176393010279
Decoded,decoded,GNN,KMeans,1,70,PhishingWebsites,LogisticRegression,centroid,0.013115727002967401
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,PhishingWebsites,LogisticRegression,centroid,0.0144114737883284
Encoded,encoded,GNN,KMeans,4,70,PhishingWebsites,LogisticRegression,centroid,0.0465941312232114
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,PhishingWebsites,LogisticRegression,centroid,0.03449390042861854
Original,original,,KMeans,0,70,PhishingWebsites,LogisticRegression,centroid,0.007105176393010279
Decoded,decoded,MLP,KMeans,1,70,PhishingWebsites,LogisticRegression,closest,0.014797230464886282
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,PhishingWebsites,LogisticRegression,closest,0.019538410814375278
Encoded,encoded,MLP,KMeans,4,70,PhishingWebsites,LogisticRegression,closest,0.026310583580613323
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,LogisticRegression,closest,-0.007560171447411659
Original,original,,KMeans,3,70,PhishingWebsites,LogisticRegression,closest,0.02297725024727996
Decoded,decoded,GNN,KMeans,0,70,PhishingWebsites,LogisticRegression,closest,0.02020112100230798
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,PhishingWebsites,LogisticRegression,closest,0.020811078140455
Encoded,encoded,GNN,KMeans,4,70,PhishingWebsites,LogisticRegression,closest,0.041806791955159975
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,PhishingWebsites,LogisticRegression,closest,0.03313221233102542
Original,original,,KMeans,2,70,PhishingWebsites,LogisticRegression,closest,0.02297725024727996
Decoded,decoded,MLP,Agglo,4,70,PhishingWebsites,MLPClassifier,centroid,0.0505142747284437
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,PhishingWebsites,MLPClassifier,centroid,0.0456599057964049
Encoded,encoded,MLP,Agglo,1,70,PhishingWebsites,MLPClassifier,centroid,0.0347816335031562
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,MLPClassifier,centroid,0.0171264699285463
Original,original,,Agglo,3,70,PhishingWebsites,MLPClassifier,centroid,0.0459963472075364
Decoded,decoded,GNN,Agglo,0,70,PhishingWebsites,MLPClassifier,centroid,0.0294306129642091
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,PhishingWebsites,MLPClassifier,centroid,0.0785831010285496
Encoded,encoded,GNN,Agglo,3,70,PhishingWebsites,MLPClassifier,centroid,0.0522765868819892
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,PhishingWebsites,MLPClassifier,centroid,0.042904290429043
Original,original,,Agglo,2,70,PhishingWebsites,MLPClassifier,centroid,0.0459963472075364
Decoded,decoded,MLP,Agglo,1,70,PhishingWebsites,MLPClassifier,closest,0.0281008683392612
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,PhishingWebsites,MLPClassifier,closest,0.0479188695568587
Encoded,encoded,MLP,Agglo,2,70,PhishingWebsites,MLPClassifier,closest,0.0393956871415297
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,MLPClassifier,closest,0.0214681662340992
Original,original,,Agglo,3,70,PhishingWebsites,MLPClassifier,closest,0.0439616777211702
Decoded,decoded,GNN,Agglo,3,70,PhishingWebsites,MLPClassifier,closest,0.0609920215322504
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,PhishingWebsites,MLPClassifier,closest,0.0626902496074851
Encoded,encoded,GNN,Agglo,2,70,PhishingWebsites,MLPClassifier,closest,0.0514114518247941
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,PhishingWebsites,MLPClassifier,closest,0.0492005511230735
Original,original,,Agglo,0,70,PhishingWebsites,MLPClassifier,closest,0.0439616777211702
Decoded,decoded,MLP,KIP,4,70,PhishingWebsites,MLPClassifier,centroid,0.08021404082155795
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,PhishingWebsites,MLPClassifier,centroid,0.07611586401358587
Encoded,encoded,MLP,KIP,2,70,PhishingWebsites,MLPClassifier,centroid,0.05179916049857418
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,PhishingWebsites,MLPClassifier,centroid,0.01361466243711754
Original,original,,KIP,1,70,PhishingWebsites,MLPClassifier,centroid,0.04276971386459042
Decoded,decoded,GNN,KIP,4,70,PhishingWebsites,MLPClassifier,centroid,0.07196001153513416
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,PhishingWebsites,MLPClassifier,centroid,0.0605626582075684
Encoded,encoded,GNN,KIP,2,70,PhishingWebsites,MLPClassifier,centroid,0.056970745618251196
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,PhishingWebsites,MLPClassifier,centroid,0.02987279310455322
Original,original,,KIP,1,70,PhishingWebsites,MLPClassifier,centroid,0.04276971386459042
Decoded,decoded,MLP,KMeans,3,70,PhishingWebsites,MLPClassifier,centroid,0.04704412188791704
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,PhishingWebsites,MLPClassifier,centroid,0.044676215194335
Encoded,encoded,MLP,KMeans,1,70,PhishingWebsites,MLPClassifier,centroid,0.038325483033740324
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,MLPClassifier,centroid,0.02027620237751936
Original,original,,KMeans,4,70,PhishingWebsites,MLPClassifier,centroid,0.04796052420776064
Decoded,decoded,GNN,KMeans,1,70,PhishingWebsites,MLPClassifier,centroid,0.046614758563235
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,PhishingWebsites,MLPClassifier,centroid,0.04851485148514857
Encoded,encoded,GNN,KMeans,3,70,PhishingWebsites,MLPClassifier,centroid,0.04812714281136854
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,MLPClassifier,centroid,0.044019353391649876
Original,original,,KMeans,2,70,PhishingWebsites,MLPClassifier,centroid,0.04796052420776064
Decoded,decoded,MLP,KMeans,2,70,PhishingWebsites,MLPClassifier,closest,0.04600275561536738
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,PhishingWebsites,MLPClassifier,closest,0.05059758403024774
Encoded,encoded,MLP,KMeans,1,70,PhishingWebsites,MLPClassifier,closest,0.04301643756608672
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,MLPClassifier,closest,0.020891409529302497
Original,original,,KMeans,4,70,PhishingWebsites,MLPClassifier,closest,0.053080842064789066
Decoded,decoded,GNN,KMeans,4,70,PhishingWebsites,MLPClassifier,closest,0.056438847768272
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,PhishingWebsites,MLPClassifier,closest,0.050716139575122644
Encoded,encoded,GNN,KMeans,2,70,PhishingWebsites,MLPClassifier,closest,0.052981511743407386
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,MLPClassifier,closest,0.045573392290685424
Original,original,,KMeans,3,70,PhishingWebsites,MLPClassifier,closest,0.053080842064789066
Decoded,decoded,MLP,Agglo,2,70,PhishingWebsites,XGBClassifier,centroid,0.0558248556941034
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,PhishingWebsites,XGBClassifier,centroid,0.0723761839461682
Encoded,encoded,MLP,Agglo,4,70,PhishingWebsites,XGBClassifier,centroid,0.0786267818987785
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,PhishingWebsites,XGBClassifier,centroid,0.0490799502503428
Original,original,,Agglo,0,70,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,GNN,Agglo,1,70,PhishingWebsites,XGBClassifier,centroid,0.0671939279905603
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,PhishingWebsites,XGBClassifier,centroid,0.0861051758777944
Encoded,encoded,GNN,Agglo,4,70,PhishingWebsites,XGBClassifier,centroid,0.096358069968428
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,PhishingWebsites,XGBClassifier,centroid,0.0767611697547596
Original,original,,Agglo,0,70,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,MLP,Agglo,2,70,PhishingWebsites,XGBClassifier,closest,0.0564626718117167
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,PhishingWebsites,XGBClassifier,closest,0.0535606084765762
Encoded,encoded,MLP,Agglo,3,70,PhishingWebsites,XGBClassifier,closest,0.0695219568198488
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,PhishingWebsites,XGBClassifier,closest,0.0387951653538285
Original,original,,Agglo,4,70,PhishingWebsites,XGBClassifier,closest,0.0747042127754568
Decoded,decoded,GNN,Agglo,1,70,PhishingWebsites,XGBClassifier,closest,0.066795292917052
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,PhishingWebsites,XGBClassifier,closest,0.0740345058519628
Encoded,encoded,GNN,Agglo,4,70,PhishingWebsites,XGBClassifier,closest,0.0866313741748253
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,PhishingWebsites,XGBClassifier,closest,0.0555059476352966
Original,original,,Agglo,3,70,PhishingWebsites,XGBClassifier,closest,0.0747042127754568
Decoded,decoded,MLP,KIP,2,70,PhishingWebsites,XGBClassifier,centroid,0.08396849188378983
Decoded-FT,decoded,MLP-MultiHead,KIP,4,70,PhishingWebsites,XGBClassifier,centroid,0.09111841056223488
Encoded,encoded,MLP,KIP,3,70,PhishingWebsites,XGBClassifier,centroid,0.089016806454699
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,PhishingWebsites,XGBClassifier,centroid,0.034627037025225536
Original,original,,KIP,1,70,PhishingWebsites,XGBClassifier,centroid,0.07220716267500074
Decoded,decoded,GNN,KIP,3,70,PhishingWebsites,XGBClassifier,centroid,0.08751474949771977
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,PhishingWebsites,XGBClassifier,centroid,0.07623178237714057
Encoded,encoded,GNN,KIP,4,70,PhishingWebsites,XGBClassifier,centroid,0.11623242019325826
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,PhishingWebsites,XGBClassifier,centroid,0.06363810313486615
Original,original,,KIP,1,70,PhishingWebsites,XGBClassifier,centroid,0.07220716267500074
Decoded,decoded,MLP,KMeans,3,70,PhishingWebsites,XGBClassifier,centroid,0.07200306151736455
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,PhishingWebsites,XGBClassifier,centroid,0.059747424817425066
Encoded,encoded,MLP,KMeans,4,70,PhishingWebsites,XGBClassifier,centroid,0.07992473769812156
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,XGBClassifier,centroid,0.05338520904423246
Original,original,,KMeans,1,70,PhishingWebsites,XGBClassifier,centroid,0.054584303345345496
Decoded,decoded,GNN,KMeans,1,70,PhishingWebsites,XGBClassifier,centroid,0.06468093248716392
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,PhishingWebsites,XGBClassifier,centroid,0.06761488662818502
Encoded,encoded,GNN,KMeans,4,70,PhishingWebsites,XGBClassifier,centroid,0.10575947954204794
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,PhishingWebsites,XGBClassifier,centroid,0.07410147654431222
Original,original,,KMeans,0,70,PhishingWebsites,XGBClassifier,centroid,0.054584303345345496
Decoded,decoded,MLP,KMeans,2,70,PhishingWebsites,XGBClassifier,closest,0.07324361386612234
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,PhishingWebsites,XGBClassifier,closest,0.0693529355486813
Encoded,encoded,MLP,KMeans,3,70,PhishingWebsites,XGBClassifier,closest,0.07479031795133458
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,PhishingWebsites,XGBClassifier,closest,0.03969448607966315
Original,original,,KMeans,4,70,PhishingWebsites,XGBClassifier,closest,0.07811015084351174
Decoded,decoded,GNN,KMeans,1,70,PhishingWebsites,XGBClassifier,closest,0.06907229645693143
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,PhishingWebsites,XGBClassifier,closest,0.07032560512804148
Encoded,encoded,GNN,KMeans,4,70,PhishingWebsites,XGBClassifier,closest,0.09552571993494267
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,PhishingWebsites,XGBClassifier,closest,0.06323946806135786
Original,original,,KMeans,3,70,PhishingWebsites,XGBClassifier,closest,0.07811015084351174
Decoded,decoded,MLP,Agglo,4,70,Pol,GaussianNB,centroid,0.0818101033734153
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Pol,GaussianNB,centroid,0.0310345215464392
Encoded,encoded,MLP,Agglo,2,70,Pol,GaussianNB,centroid,-0.1152068030730814
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Pol,GaussianNB,centroid,-0.2435405675976649
Original,original,,Agglo,1,70,Pol,GaussianNB,centroid,-0.2114374416485754
Decoded,decoded,GNN,Agglo,2,70,Pol,GaussianNB,centroid,-0.04474640330255
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Pol,GaussianNB,centroid,-0.0122608294619858
Encoded,encoded,GNN,Agglo,4,70,Pol,GaussianNB,centroid,0.0078514302426293
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Pol,GaussianNB,centroid,-0.0845322324833242
Original,original,,Agglo,0,70,Pol,GaussianNB,centroid,-0.2114374416485754
Decoded,decoded,MLP,Agglo,1,70,Pol,GaussianNB,closest,-0.1256903746864492
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Pol,GaussianNB,closest,-0.0984465866525686
Encoded,encoded,MLP,Agglo,3,70,Pol,GaussianNB,closest,-0.1101787381469275
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Pol,GaussianNB,closest,-0.2438892700869508
Original,original,,Agglo,2,70,Pol,GaussianNB,closest,-0.1169503155195106
Decoded,decoded,GNN,Agglo,4,70,Pol,GaussianNB,closest,0.0637113193327408
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Pol,GaussianNB,closest,-0.0169289434314574
Encoded,encoded,GNN,Agglo,3,70,Pol,GaussianNB,closest,0.023014364292865
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Pol,GaussianNB,closest,-0.0806852566337837
Original,original,,Agglo,0,70,Pol,GaussianNB,closest,-0.1169503155195106
Decoded,decoded,MLP,KIP,3,70,Pol,GaussianNB,centroid,-0.02973194902194584
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Pol,GaussianNB,centroid,-0.03392537766729292
Encoded,encoded,MLP,KIP,1,70,Pol,GaussianNB,centroid,-0.05362369377172362
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Pol,GaussianNB,centroid,-0.2119683693096816
Original,original,,KIP,4,70,Pol,GaussianNB,centroid,0.15790598530950148
Decoded,decoded,GNN,KIP,3,70,Pol,GaussianNB,centroid,0.032800530927661005
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Pol,GaussianNB,centroid,0.00572996929168392
Encoded,encoded,GNN,KIP,2,70,Pol,GaussianNB,centroid,0.01360614616258532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Pol,GaussianNB,centroid,-0.0499656921744413
Original,original,,KIP,4,70,Pol,GaussianNB,centroid,0.15790598530950148
Decoded,decoded,MLP,KMeans,4,70,Pol,GaussianNB,centroid,0.06745030989527664
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Pol,GaussianNB,centroid,0.015115690487171003
Encoded,encoded,MLP,KMeans,2,70,Pol,GaussianNB,centroid,-0.12398285733568808
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,GaussianNB,centroid,-0.24334934365192745
Original,original,,KMeans,1,70,Pol,GaussianNB,centroid,-0.2127715098817787
Decoded,decoded,GNN,KMeans,4,70,Pol,GaussianNB,centroid,0.03783309524077334
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,Pol,GaussianNB,centroid,0.00978166724783738
Encoded,encoded,GNN,KMeans,2,70,Pol,GaussianNB,centroid,-0.00129357375057664
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Pol,GaussianNB,centroid,-0.0646786875288242
Original,original,,KMeans,0,70,Pol,GaussianNB,centroid,-0.2127715098817787
Decoded,decoded,MLP,KMeans,3,70,Pol,GaussianNB,closest,-0.10918887301605158
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Pol,GaussianNB,closest,-0.13308736684626726
Encoded,encoded,MLP,KMeans,4,70,Pol,GaussianNB,closest,-0.10883117175284877
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,GaussianNB,closest,-0.2443054633806144
Original,original,,KMeans,1,70,Pol,GaussianNB,closest,-0.16487103632130123
Decoded,decoded,GNN,KMeans,3,70,Pol,GaussianNB,closest,-0.003028087423088739
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Pol,GaussianNB,closest,-0.04172056557294074
Encoded,encoded,GNN,KMeans,4,70,Pol,GaussianNB,closest,0.01979730261751822
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Pol,GaussianNB,closest,-0.055675414224811856
Original,original,,KMeans,0,70,Pol,GaussianNB,closest,-0.16487103632130123
Decoded,decoded,MLP,Agglo,3,70,Pol,KNeighborsClassifier,centroid,0.2459654841001211
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,Pol,KNeighborsClassifier,centroid,0.2538046884793782
Encoded,encoded,MLP,Agglo,2,70,Pol,KNeighborsClassifier,centroid,0.1186243784212946
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Pol,KNeighborsClassifier,centroid,0.0299026367473153
Original,original,,Agglo,1,70,Pol,KNeighborsClassifier,centroid,0.0758012619614726
Decoded,decoded,GNN,Agglo,3,70,Pol,KNeighborsClassifier,centroid,0.2397225356232501
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Pol,KNeighborsClassifier,centroid,0.2644686807906063
Encoded,encoded,GNN,Agglo,2,70,Pol,KNeighborsClassifier,centroid,0.1691111946847187
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Pol,KNeighborsClassifier,centroid,0.1352973131085204
Original,original,,Agglo,0,70,Pol,KNeighborsClassifier,centroid,0.0758012619614726
Decoded,decoded,MLP,Agglo,4,70,Pol,KNeighborsClassifier,closest,0.2983577786135139
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Pol,KNeighborsClassifier,closest,0.2756006853035812
Encoded,encoded,MLP,Agglo,1,70,Pol,KNeighborsClassifier,closest,0.1385148969955288
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Pol,KNeighborsClassifier,closest,0.0450378170573733
Original,original,,Agglo,3,70,Pol,KNeighborsClassifier,closest,0.283347958714638
Decoded,decoded,GNN,Agglo,2,70,Pol,KNeighborsClassifier,closest,0.2599473486273035
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Pol,KNeighborsClassifier,closest,0.2636580167982951
Encoded,encoded,GNN,Agglo,1,70,Pol,KNeighborsClassifier,closest,0.1903806777819565
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Pol,KNeighborsClassifier,closest,0.1375454431490535
Original,original,,Agglo,4,70,Pol,KNeighborsClassifier,closest,0.283347958714638
Decoded,decoded,MLP,KIP,2,70,Pol,KNeighborsClassifier,centroid,0.2957887259203543
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,Pol,KNeighborsClassifier,centroid,0.3069909322635912
Encoded,encoded,MLP,KIP,1,70,Pol,KNeighborsClassifier,centroid,0.2335414316158957
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Pol,KNeighborsClassifier,centroid,0.08651874138147174
Original,original,,KIP,4,70,Pol,KNeighborsClassifier,centroid,0.3740938531611717
Decoded,decoded,GNN,KIP,2,70,Pol,KNeighborsClassifier,centroid,0.30958672851113617
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,Pol,KNeighborsClassifier,centroid,0.33380134553508006
Encoded,encoded,GNN,KIP,1,70,Pol,KNeighborsClassifier,centroid,0.2916451464627471
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Pol,KNeighborsClassifier,centroid,0.20575320713718606
Original,original,,KIP,4,70,Pol,KNeighborsClassifier,centroid,0.3740938531611717
Decoded,decoded,MLP,KMeans,3,70,Pol,KNeighborsClassifier,centroid,0.25259955705988046
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Pol,KNeighborsClassifier,centroid,0.25560987840040117
Encoded,encoded,MLP,KMeans,2,70,Pol,KNeighborsClassifier,centroid,0.10655300656052821
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,KNeighborsClassifier,centroid,0.03160252392294516
Original,original,,KMeans,1,70,Pol,KNeighborsClassifier,centroid,0.09000041786803734
Decoded,decoded,GNN,KMeans,3,70,Pol,KNeighborsClassifier,centroid,0.250732522669341
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Pol,KNeighborsClassifier,centroid,0.26559358154694757
Encoded,encoded,GNN,KMeans,2,70,Pol,KNeighborsClassifier,centroid,0.18231415319042246
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Pol,KNeighborsClassifier,centroid,0.14311478834983912
Original,original,,KMeans,0,70,Pol,KNeighborsClassifier,centroid,0.09000041786803734
Decoded,decoded,MLP,KMeans,3,70,Pol,KNeighborsClassifier,closest,0.2625030295432703
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,Pol,KNeighborsClassifier,closest,0.26272533533910003
Encoded,encoded,MLP,KMeans,1,70,Pol,KNeighborsClassifier,closest,0.139342275709331
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,KNeighborsClassifier,closest,0.044075049099494404
Original,original,,KMeans,2,70,Pol,KNeighborsClassifier,closest,0.253345033638377
Decoded,decoded,GNN,KMeans,2,70,Pol,KNeighborsClassifier,closest,0.24861142451213908
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Pol,KNeighborsClassifier,closest,0.2849442146170239
Encoded,encoded,GNN,KMeans,1,70,Pol,KNeighborsClassifier,closest,0.18875433538088673
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,Pol,KNeighborsClassifier,closest,0.1403217583887008
Original,original,,KMeans,3,70,Pol,KNeighborsClassifier,closest,0.253345033638377
Decoded,decoded,MLP,Agglo,3,70,Pol,LogisticRegression,centroid,0.0879756639232592
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,Pol,LogisticRegression,centroid,0.0370173375884142
Encoded,encoded,MLP,Agglo,4,70,Pol,LogisticRegression,centroid,0.1102495194371349
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Pol,LogisticRegression,centroid,-0.0120280686038482
Original,original,,Agglo,0,70,Pol,LogisticRegression,centroid,-0.0231323367485956
Decoded,decoded,GNN,Agglo,1,70,Pol,LogisticRegression,centroid,0.0537390590299162
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,Pol,LogisticRegression,centroid,0.1469869174924882
Encoded,encoded,GNN,Agglo,4,70,Pol,LogisticRegression,centroid,0.1709217475691917
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,Pol,LogisticRegression,centroid,0.1288748297034506
Original,original,,Agglo,0,70,Pol,LogisticRegression,centroid,-0.0231323367485956
Decoded,decoded,MLP,Agglo,2,70,Pol,LogisticRegression,closest,-0.0045256891178172
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,Pol,LogisticRegression,closest,-0.0100031726480413
Encoded,encoded,MLP,Agglo,4,70,Pol,LogisticRegression,closest,0.1282123061418733
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Pol,LogisticRegression,closest,-0.0096579138905995
Original,original,,Agglo,3,70,Pol,LogisticRegression,closest,0.0167497153948079
Decoded,decoded,GNN,Agglo,1,70,Pol,LogisticRegression,closest,0.0455088367579269
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,Pol,LogisticRegression,closest,0.106386353880895
Encoded,encoded,GNN,Agglo,4,70,Pol,LogisticRegression,closest,0.1668159677509658
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Pol,LogisticRegression,closest,0.1265140063079708
Original,original,,Agglo,0,70,Pol,LogisticRegression,closest,0.0167497153948079
Decoded,decoded,MLP,KIP,2,70,Pol,LogisticRegression,centroid,0.053664408487766636
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Pol,LogisticRegression,centroid,0.02893081761006286
Encoded,encoded,MLP,KIP,3,70,Pol,LogisticRegression,centroid,0.16675251479013858
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Pol,LogisticRegression,centroid,-0.0058134109698972
Original,original,,KIP,4,70,Pol,LogisticRegression,centroid,0.33853460985760403
Decoded,decoded,GNN,KIP,0,70,Pol,LogisticRegression,centroid,0.08948547113823409
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Pol,LogisticRegression,centroid,0.09035514995427653
Encoded,encoded,GNN,KIP,3,70,Pol,LogisticRegression,centroid,0.16962842692645047
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,Pol,LogisticRegression,centroid,0.11917025922400751
Original,original,,KIP,4,70,Pol,LogisticRegression,centroid,0.33853460985760403
Decoded,decoded,MLP,KMeans,3,70,Pol,LogisticRegression,centroid,0.10310546255342176
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,Pol,LogisticRegression,centroid,0.040943956105481176
Encoded,encoded,MLP,KMeans,4,70,Pol,LogisticRegression,centroid,0.13584532407666602
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Pol,LogisticRegression,centroid,-0.004340929025996999
Original,original,,KMeans,0,70,Pol,LogisticRegression,centroid,-0.030882929287273875
Decoded,decoded,GNN,KMeans,1,70,Pol,LogisticRegression,centroid,0.04436668346303854
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Pol,LogisticRegression,centroid,0.10051322247727823
Encoded,encoded,GNN,KMeans,4,70,Pol,LogisticRegression,centroid,0.1605621185823862
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,Pol,LogisticRegression,centroid,0.1305899259093369
Original,original,,KMeans,0,70,Pol,LogisticRegression,centroid,-0.030882929287273875
Decoded,decoded,MLP,KMeans,2,70,Pol,LogisticRegression,closest,0.0029225687251553992
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,Pol,LogisticRegression,closest,-0.010902711680943599
Encoded,encoded,MLP,KMeans,4,70,Pol,LogisticRegression,closest,0.16278297221133559
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,LogisticRegression,closest,-0.017968385495399676
Original,original,,KMeans,3,70,Pol,LogisticRegression,closest,0.011608159304256918
Decoded,decoded,GNN,KMeans,1,70,Pol,LogisticRegression,closest,0.03661982345146778
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Pol,LogisticRegression,closest,0.06653976074501233
Encoded,encoded,GNN,KMeans,4,70,Pol,LogisticRegression,closest,0.15466472575257076
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,Pol,LogisticRegression,closest,0.128693802138738
Original,original,,KMeans,0,70,Pol,LogisticRegression,closest,0.011608159304256918
Decoded,decoded,MLP,Agglo,4,70,Pol,MLPClassifier,centroid,0.2541968559968948
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,Pol,MLPClassifier,centroid,0.246393453228102
Encoded,encoded,MLP,Agglo,2,70,Pol,MLPClassifier,centroid,0.1586071936861172
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Pol,MLPClassifier,centroid,0.0900989778755338
Original,original,,Agglo,1,70,Pol,MLPClassifier,centroid,0.1028351015655324
Decoded,decoded,GNN,Agglo,2,70,Pol,MLPClassifier,centroid,0.2067537844481821
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Pol,MLPClassifier,centroid,0.2749708888601371
Encoded,encoded,GNN,Agglo,3,70,Pol,MLPClassifier,centroid,0.2127053952645879
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,Pol,MLPClassifier,centroid,0.1762194333031441
Original,original,,Agglo,0,70,Pol,MLPClassifier,centroid,0.1028351015655324
Decoded,decoded,MLP,Agglo,3,70,Pol,MLPClassifier,closest,0.1673081899340147
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,Pol,MLPClassifier,closest,0.1492026782248674
Encoded,encoded,MLP,Agglo,2,70,Pol,MLPClassifier,closest,0.153431879932721
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,Pol,MLPClassifier,closest,0.0928645361625048
Original,original,,Agglo,4,70,Pol,MLPClassifier,closest,0.1719902315952904
Decoded,decoded,GNN,Agglo,2,70,Pol,MLPClassifier,closest,0.1960716134040626
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,Pol,MLPClassifier,closest,0.2536308060551172
Encoded,encoded,GNN,Agglo,3,70,Pol,MLPClassifier,closest,0.2190047224738
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,Pol,MLPClassifier,closest,0.1686667097942813
Original,original,,Agglo,1,70,Pol,MLPClassifier,closest,0.1719902315952904
Decoded,decoded,MLP,KIP,4,70,Pol,MLPClassifier,centroid,0.19758862724802695
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,Pol,MLPClassifier,centroid,0.17265170138439642
Encoded,encoded,MLP,KIP,3,70,Pol,MLPClassifier,centroid,0.19133943589080088
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Pol,MLPClassifier,centroid,0.08747897528787683
Original,original,,KIP,1,70,Pol,MLPClassifier,centroid,0.1469853797386467
Decoded,decoded,GNN,KIP,3,70,Pol,MLPClassifier,centroid,0.24198311553887958
Decoded-FT,decoded,GNN-MultiHead,KIP,4,70,Pol,MLPClassifier,centroid,0.24950025876568765
Encoded,encoded,GNN,KIP,2,70,Pol,MLPClassifier,centroid,0.2385690257471859
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,Pol,MLPClassifier,centroid,0.18661372751973088
Original,original,,KIP,0,70,Pol,MLPClassifier,centroid,0.1469853797386467
Decoded,decoded,MLP,KMeans,4,70,Pol,MLPClassifier,centroid,0.2663653124595679
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Pol,MLPClassifier,centroid,0.22474608616897399
Encoded,encoded,MLP,KMeans,2,70,Pol,MLPClassifier,centroid,0.1499191357226032
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,MLPClassifier,centroid,0.07785936084875147
Original,original,,KMeans,1,70,Pol,MLPClassifier,centroid,0.09206559710182431
Decoded,decoded,GNN,KMeans,2,70,Pol,MLPClassifier,centroid,0.1837074653900893
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Pol,MLPClassifier,centroid,0.24858972700219956
Encoded,encoded,GNN,KMeans,3,70,Pol,MLPClassifier,centroid,0.21606449734765168
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Pol,MLPClassifier,centroid,0.17513908655712251
Original,original,,KMeans,0,70,Pol,MLPClassifier,centroid,0.09206559710182431
Decoded,decoded,MLP,KMeans,4,70,Pol,MLPClassifier,closest,0.16111398628541856
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,Pol,MLPClassifier,closest,0.14887113468754046
Encoded,encoded,MLP,KMeans,1,70,Pol,MLPClassifier,closest,0.14335133911243372
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,Pol,MLPClassifier,closest,0.07261935567343772
Original,original,,KMeans,2,70,Pol,MLPClassifier,closest,0.14617835425022643
Decoded,decoded,GNN,KMeans,2,70,Pol,MLPClassifier,closest,0.1881000129382844
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,Pol,MLPClassifier,closest,0.2190936731789365
Encoded,encoded,GNN,KMeans,3,70,Pol,MLPClassifier,closest,0.21656262129641618
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,Pol,MLPClassifier,closest,0.17290238064432661
Original,original,,KMeans,0,70,Pol,MLPClassifier,closest,0.14617835425022643
Decoded,decoded,MLP,Agglo,2,70,Pol,XGBClassifier,centroid,0.1223574476338246
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,Pol,XGBClassifier,centroid,0.0907276312386863
Encoded,encoded,MLP,Agglo,3,70,Pol,XGBClassifier,centroid,0.1870959400051719
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,Pol,XGBClassifier,centroid,0.1000452547194206
Original,original,,Agglo,4,70,Pol,XGBClassifier,centroid,0.3985647788983708
Decoded,decoded,GNN,Agglo,1,70,Pol,XGBClassifier,centroid,0.176113589345746
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,Pol,XGBClassifier,centroid,0.1692607318334625
Encoded,encoded,GNN,Agglo,3,70,Pol,XGBClassifier,centroid,0.2386620765451254
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,Pol,XGBClassifier,centroid,0.1893667571761055
Original,original,,Agglo,4,70,Pol,XGBClassifier,centroid,0.3985647788983708
Decoded,decoded,MLP,Agglo,2,70,Pol,XGBClassifier,closest,0.1123852469614688
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,Pol,XGBClassifier,closest,0.0852162529092319
Encoded,encoded,MLP,Agglo,4,70,Pol,XGBClassifier,closest,0.1829341220584431
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,Pol,XGBClassifier,closest,0.1269394879751745
Original,original,,Agglo,1,70,Pol,XGBClassifier,closest,0.088634600465477
Decoded,decoded,GNN,Agglo,2,70,Pol,XGBClassifier,closest,0.1641453322989397
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,Pol,XGBClassifier,closest,0.1448878329454357
Encoded,encoded,GNN,Agglo,4,70,Pol,XGBClassifier,closest,0.2415066589087148
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,Pol,XGBClassifier,closest,0.2056746185673648
Original,original,,Agglo,0,70,Pol,XGBClassifier,closest,0.088634600465477
Decoded,decoded,MLP,KIP,2,70,Pol,XGBClassifier,centroid,0.16821502456684762
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,Pol,XGBClassifier,centroid,0.15512994569433664
Encoded,encoded,MLP,KIP,3,70,Pol,XGBClassifier,centroid,0.25328743211792076
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,Pol,XGBClassifier,centroid,0.1195888285492629
Original,original,,KIP,4,70,Pol,XGBClassifier,centroid,0.32406904577191614
Decoded,decoded,GNN,KIP,2,70,Pol,XGBClassifier,centroid,0.25275084044478924
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,Pol,XGBClassifier,centroid,0.24593515645202987
Encoded,encoded,GNN,KIP,3,70,Pol,XGBClassifier,centroid,0.2878507240755107
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,Pol,XGBClassifier,centroid,0.20543703129040586
Original,original,,KIP,4,70,Pol,XGBClassifier,centroid,0.32406904577191614
Decoded,decoded,MLP,KMeans,2,70,Pol,XGBClassifier,centroid,0.1342610550814584
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,Pol,XGBClassifier,centroid,0.09298551848978528
Encoded,encoded,MLP,KMeans,3,70,Pol,XGBClassifier,centroid,0.17814843547969997
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,Pol,XGBClassifier,centroid,0.11198280320662005
Original,original,,KMeans,4,70,Pol,XGBClassifier,centroid,0.4922420480993018
Decoded,decoded,GNN,KMeans,0,70,Pol,XGBClassifier,centroid,0.1459707137315748
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,Pol,XGBClassifier,centroid,0.18531645978794925
Encoded,encoded,GNN,KMeans,3,70,Pol,XGBClassifier,centroid,0.23935059477631232
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,Pol,XGBClassifier,centroid,0.18907583397982924
Original,original,,KMeans,4,70,Pol,XGBClassifier,centroid,0.4922420480993018
Decoded,decoded,MLP,KMeans,1,70,Pol,XGBClassifier,closest,0.09432538143263504
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,Pol,XGBClassifier,closest,0.08798002327385565
Encoded,encoded,MLP,KMeans,4,70,Pol,XGBClassifier,closest,0.1659086501163692
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,Pol,XGBClassifier,closest,0.1033278381174036
Original,original,,KMeans,3,70,Pol,XGBClassifier,closest,0.1261701577450219
Decoded,decoded,GNN,KMeans,1,70,Pol,XGBClassifier,closest,0.14000032324799574
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,Pol,XGBClassifier,closest,0.19375808119989651
Encoded,encoded,GNN,KMeans,4,70,Pol,XGBClassifier,closest,0.23662076545125416
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,Pol,XGBClassifier,closest,0.19470681406775275
Original,original,,KMeans,0,70,Pol,XGBClassifier,closest,0.1261701577450219
Decoded,decoded,MLP,Agglo,2,70,RoadSafety,GaussianNB,centroid,0.002835191715994
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,GaussianNB,centroid,0.1336304754205742
Encoded,encoded,MLP,Agglo,1,70,RoadSafety,GaussianNB,centroid,-0.084526924316625
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,GaussianNB,centroid,-0.1926035089482044
Original,original,,Agglo,3,70,RoadSafety,GaussianNB,centroid,0.0211450159290454
Decoded,decoded,GNN,Agglo,2,70,RoadSafety,GaussianNB,centroid,0.0042374223960016
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,GaussianNB,centroid,0.1562852424592853
Encoded,encoded,GNN,Agglo,0,70,RoadSafety,GaussianNB,centroid,-0.1290618361380533
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,RoadSafety,GaussianNB,centroid,-0.1113615211960779
Original,original,,Agglo,3,70,RoadSafety,GaussianNB,centroid,0.0211450159290454
Decoded,decoded,MLP,Agglo,3,70,RoadSafety,GaussianNB,closest,0.0619586535596009
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,GaussianNB,closest,0.1261049407511814
Encoded,encoded,MLP,Agglo,1,70,RoadSafety,GaussianNB,closest,-0.1028394108720941
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,GaussianNB,closest,-0.1886059003286333
Original,original,,Agglo,2,70,RoadSafety,GaussianNB,closest,0.0231597525076937
Decoded,decoded,GNN,Agglo,3,70,RoadSafety,GaussianNB,closest,0.140569781391602
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,GaussianNB,closest,0.1440246780756436
Encoded,encoded,GNN,Agglo,0,70,RoadSafety,GaussianNB,closest,-0.1086444515243915
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,RoadSafety,GaussianNB,closest,-0.1076623933961682
Original,original,,Agglo,2,70,RoadSafety,GaussianNB,closest,0.0231597525076937
Decoded,decoded,MLP,KIP,4,70,RoadSafety,GaussianNB,centroid,0.14866819961875732
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,RoadSafety,GaussianNB,centroid,0.11929864683999174
Encoded,encoded,MLP,KIP,1,70,RoadSafety,GaussianNB,centroid,-0.027966149712993438
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,RoadSafety,GaussianNB,centroid,-0.18304869152078312
Original,original,,KIP,2,70,RoadSafety,GaussianNB,centroid,0.10675786554444922
Decoded,decoded,GNN,KIP,4,70,RoadSafety,GaussianNB,centroid,0.15194257754812493
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,RoadSafety,GaussianNB,centroid,0.08581523300641755
Encoded,encoded,GNN,KIP,1,70,RoadSafety,GaussianNB,centroid,-0.02980949590922124
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,RoadSafety,GaussianNB,centroid,-0.08806525857326178
Original,original,,KIP,3,70,RoadSafety,GaussianNB,centroid,0.10675786554444922
Decoded,decoded,MLP,KMeans,3,70,RoadSafety,GaussianNB,centroid,0.048157963485221555
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,GaussianNB,centroid,0.08331036277030031
Encoded,encoded,MLP,KMeans,1,70,RoadSafety,GaussianNB,centroid,-0.10131711929392857
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,GaussianNB,centroid,-0.19256508525835206
Original,original,,KMeans,2,70,RoadSafety,GaussianNB,centroid,0.019400033137209
Decoded,decoded,GNN,KMeans,3,70,RoadSafety,GaussianNB,centroid,0.03510625838384164
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,RoadSafety,GaussianNB,centroid,0.14401434388911113
Encoded,encoded,GNN,KMeans,1,70,RoadSafety,GaussianNB,centroid,-0.10126185002043786
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,GaussianNB,centroid,-0.1213880292918792
Original,original,,KMeans,2,70,RoadSafety,GaussianNB,centroid,0.019400033137209
Decoded,decoded,MLP,KMeans,3,70,RoadSafety,GaussianNB,closest,0.08416012277624862
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,GaussianNB,closest,0.08838102671050545
Encoded,encoded,MLP,KMeans,1,70,RoadSafety,GaussianNB,closest,-0.10066095575514014
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,GaussianNB,closest,-0.20131756341562332
Original,original,,KMeans,2,70,RoadSafety,GaussianNB,closest,0.07260977106410105
Decoded,decoded,GNN,KMeans,3,70,RoadSafety,GaussianNB,closest,0.1026922681015586
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,RoadSafety,GaussianNB,closest,0.11992449071598218
Encoded,encoded,GNN,KMeans,1,70,RoadSafety,GaussianNB,closest,-0.0782441090062793
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,GaussianNB,closest,-0.10836157465782384
Original,original,,KMeans,2,70,RoadSafety,GaussianNB,closest,0.07260977106410105
Decoded,decoded,MLP,Agglo,2,70,RoadSafety,KNeighborsClassifier,centroid,0.1040476641733295
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,KNeighborsClassifier,centroid,0.1293665544433425
Encoded,encoded,MLP,Agglo,3,70,RoadSafety,KNeighborsClassifier,centroid,0.1151716087098317
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,KNeighborsClassifier,centroid,-0.0262386453217588
Original,original,,Agglo,1,70,RoadSafety,KNeighborsClassifier,centroid,0.1024651703818743
Decoded,decoded,GNN,Agglo,4,70,RoadSafety,KNeighborsClassifier,centroid,0.160682782564824
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,RoadSafety,KNeighborsClassifier,centroid,0.1300330970165452
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,KNeighborsClassifier,centroid,0.1289565427971732
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,RoadSafety,KNeighborsClassifier,centroid,-0.0219229782954351
Original,original,,Agglo,1,70,RoadSafety,KNeighborsClassifier,centroid,0.1024651703818743
Decoded,decoded,MLP,Agglo,3,70,RoadSafety,KNeighborsClassifier,closest,0.1281204027415692
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,KNeighborsClassifier,closest,0.159011819927196
Encoded,encoded,MLP,Agglo,2,70,RoadSafety,KNeighborsClassifier,closest,0.1150034178533579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,KNeighborsClassifier,closest,-0.0097966840101332
Original,original,,Agglo,1,70,RoadSafety,KNeighborsClassifier,closest,0.084118360201853
Decoded,decoded,GNN,Agglo,3,70,RoadSafety,KNeighborsClassifier,closest,0.1397519609331241
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,KNeighborsClassifier,closest,0.1705594065132188
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,KNeighborsClassifier,closest,0.1354347287878109
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,RoadSafety,KNeighborsClassifier,closest,-0.0111258662648815
Original,original,,Agglo,1,70,RoadSafety,KNeighborsClassifier,closest,0.084118360201853
Decoded,decoded,MLP,KIP,3,70,RoadSafety,KNeighborsClassifier,centroid,0.2453933025646128
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,RoadSafety,KNeighborsClassifier,centroid,0.2142648867407091
Encoded,encoded,MLP,KIP,1,70,RoadSafety,KNeighborsClassifier,centroid,0.20159393699054812
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,RoadSafety,KNeighborsClassifier,centroid,0.04880836248227116
Original,original,,KIP,4,70,RoadSafety,KNeighborsClassifier,centroid,0.2894392595695461
Decoded,decoded,GNN,KIP,2,70,RoadSafety,KNeighborsClassifier,centroid,0.2218796443110583
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,RoadSafety,KNeighborsClassifier,centroid,0.2442392690117702
Encoded,encoded,GNN,KIP,1,70,RoadSafety,KNeighborsClassifier,centroid,0.18147002533145073
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,RoadSafety,KNeighborsClassifier,centroid,0.0305569631445482
Original,original,,KIP,4,70,RoadSafety,KNeighborsClassifier,centroid,0.2894392595695461
Decoded,decoded,MLP,KMeans,2,70,RoadSafety,KNeighborsClassifier,centroid,0.10361062946005042
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,KNeighborsClassifier,centroid,0.131724548844793
Encoded,encoded,MLP,KMeans,1,70,RoadSafety,KNeighborsClassifier,centroid,0.0978182885164316
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,KNeighborsClassifier,centroid,-0.028698106981648142
Original,original,,KMeans,3,70,RoadSafety,KNeighborsClassifier,centroid,0.11807929073086694
Decoded,decoded,GNN,KMeans,4,70,RoadSafety,KNeighborsClassifier,centroid,0.17259062784361928
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,RoadSafety,KNeighborsClassifier,centroid,0.11935831983723624
Encoded,encoded,GNN,KMeans,3,70,RoadSafety,KNeighborsClassifier,centroid,0.1398180584835635
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,KNeighborsClassifier,centroid,-0.02142368750731232
Original,original,,KMeans,1,70,RoadSafety,KNeighborsClassifier,centroid,0.11807929073086694
Decoded,decoded,MLP,KMeans,3,70,RoadSafety,KNeighborsClassifier,closest,0.12086444572781989
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,KNeighborsClassifier,closest,0.17169883493037702
Encoded,encoded,MLP,KMeans,1,70,RoadSafety,KNeighborsClassifier,closest,0.09519444577705177
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,KNeighborsClassifier,closest,-0.0072418887733134
Original,original,,KMeans,2,70,RoadSafety,KNeighborsClassifier,closest,0.09680625484152952
Decoded,decoded,GNN,KMeans,2,70,RoadSafety,KNeighborsClassifier,closest,0.15269079763822738
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,RoadSafety,KNeighborsClassifier,closest,0.17195476556493738
Encoded,encoded,GNN,KMeans,3,70,RoadSafety,KNeighborsClassifier,closest,0.15787371294594402
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,KNeighborsClassifier,closest,-0.011873939650458019
Original,original,,KMeans,1,70,RoadSafety,KNeighborsClassifier,closest,0.09680625484152952
Decoded,decoded,MLP,Agglo,1,70,RoadSafety,LogisticRegression,centroid,0.0162831576528567
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,LogisticRegression,centroid,0.101606228137117
Encoded,encoded,MLP,Agglo,2,70,RoadSafety,LogisticRegression,centroid,0.019557059532311
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,RoadSafety,LogisticRegression,centroid,0.0238824105636636
Original,original,,Agglo,0,70,RoadSafety,LogisticRegression,centroid,-0.0019032073137821
Decoded,decoded,GNN,Agglo,4,70,RoadSafety,LogisticRegression,centroid,0.1241130194839743
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,RoadSafety,LogisticRegression,centroid,0.1086094743700971
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,LogisticRegression,centroid,0.0267411653849306
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,RoadSafety,LogisticRegression,centroid,0.0190344477075505
Original,original,,Agglo,0,70,RoadSafety,LogisticRegression,centroid,-0.0019032073137821
Decoded,decoded,MLP,Agglo,3,70,RoadSafety,LogisticRegression,closest,0.0326342279999701
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,LogisticRegression,closest,0.0706125284177922
Encoded,encoded,MLP,Agglo,2,70,RoadSafety,LogisticRegression,closest,0.0311516499031851
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,LogisticRegression,closest,0.0012927467332553
Original,original,,Agglo,1,70,RoadSafety,LogisticRegression,closest,0.0102985708610787
Decoded,decoded,GNN,Agglo,3,70,RoadSafety,LogisticRegression,closest,0.0925224252042282
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,LogisticRegression,closest,0.1011596851374224
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,LogisticRegression,closest,0.0554767835065441
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,RoadSafety,LogisticRegression,closest,0.0301970728720244
Original,original,,Agglo,0,70,RoadSafety,LogisticRegression,closest,0.0102985708610787
Decoded,decoded,MLP,KIP,4,70,RoadSafety,LogisticRegression,centroid,0.16938497601266436
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,RoadSafety,LogisticRegression,centroid,0.10598068114078404
Encoded,encoded,MLP,KIP,1,70,RoadSafety,LogisticRegression,centroid,0.07759365398511173
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,RoadSafety,LogisticRegression,centroid,-0.00621582239201298
Original,original,,KIP,3,70,RoadSafety,LogisticRegression,centroid,0.14464682420450123
Decoded,decoded,GNN,KIP,4,70,RoadSafety,LogisticRegression,centroid,0.16649838297479752
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,RoadSafety,LogisticRegression,centroid,0.14151262755401356
Encoded,encoded,GNN,KIP,1,70,RoadSafety,LogisticRegression,centroid,0.09711604273453253
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,RoadSafety,LogisticRegression,centroid,0.001604597943376884
Original,original,,KIP,3,70,RoadSafety,LogisticRegression,centroid,0.14464682420450123
Decoded,decoded,MLP,KMeans,1,70,RoadSafety,LogisticRegression,centroid,0.010161766736868161
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,LogisticRegression,centroid,0.09353324650048034
Encoded,encoded,MLP,KMeans,3,70,RoadSafety,LogisticRegression,centroid,0.02294949167327686
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,RoadSafety,LogisticRegression,centroid,0.01868984808359776
Original,original,,KMeans,0,70,RoadSafety,LogisticRegression,centroid,0.00114079285417212
Decoded,decoded,GNN,KMeans,4,70,RoadSafety,LogisticRegression,centroid,0.18689325471773052
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,RoadSafety,LogisticRegression,centroid,0.12235357068644456
Encoded,encoded,GNN,KMeans,2,70,RoadSafety,LogisticRegression,centroid,0.033439118349928285
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,LogisticRegression,centroid,0.0007733292209914199
Original,original,,KMeans,1,70,RoadSafety,LogisticRegression,centroid,0.00114079285417212
Decoded,decoded,MLP,KMeans,2,70,RoadSafety,LogisticRegression,closest,0.018711855182879843
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,LogisticRegression,closest,0.0912143697231704
Encoded,encoded,MLP,KMeans,3,70,RoadSafety,LogisticRegression,closest,0.035703700074168024
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,LogisticRegression,closest,0.009860454486657979
Original,original,,KMeans,1,70,RoadSafety,LogisticRegression,closest,0.016443984163354238
Decoded,decoded,GNN,KMeans,4,70,RoadSafety,LogisticRegression,closest,0.10913610231496484
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,RoadSafety,LogisticRegression,closest,0.09924434067505891
Encoded,encoded,GNN,KMeans,2,70,RoadSafety,LogisticRegression,closest,0.0586946682536638
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,LogisticRegression,closest,0.014911077577368499
Original,original,,KMeans,1,70,RoadSafety,LogisticRegression,closest,0.016443984163354238
Decoded,decoded,MLP,Agglo,3,70,RoadSafety,MLPClassifier,centroid,0.1593605738875857
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,MLPClassifier,centroid,0.2312522693149729
Encoded,encoded,MLP,Agglo,2,70,RoadSafety,MLPClassifier,centroid,0.1262569420077878
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,MLPClassifier,centroid,0.0895312053440825
Original,original,,Agglo,1,70,RoadSafety,MLPClassifier,centroid,0.121075520496437
Decoded,decoded,GNN,Agglo,4,70,RoadSafety,MLPClassifier,centroid,0.2276262537875872
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,RoadSafety,MLPClassifier,centroid,0.2163290382240309
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,MLPClassifier,centroid,0.1430336256976871
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,RoadSafety,MLPClassifier,centroid,0.0983442871351978
Original,original,,Agglo,1,70,RoadSafety,MLPClassifier,centroid,0.121075520496437
Decoded,decoded,MLP,Agglo,3,70,RoadSafety,MLPClassifier,closest,0.1752065928641733
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,RoadSafety,MLPClassifier,closest,0.1810688987960647
Encoded,encoded,MLP,Agglo,2,70,RoadSafety,MLPClassifier,closest,0.1366930284596423
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,MLPClassifier,closest,0.0899171422293683
Original,original,,Agglo,1,70,RoadSafety,MLPClassifier,closest,0.1105623352126607
Decoded,decoded,GNN,Agglo,3,70,RoadSafety,MLPClassifier,closest,0.2038869709541149
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,MLPClassifier,closest,0.2106008597253022
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,MLPClassifier,closest,0.1651505126182259
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,RoadSafety,MLPClassifier,closest,0.1083147645268485
Original,original,,Agglo,1,70,RoadSafety,MLPClassifier,closest,0.1105623352126607
Decoded,decoded,MLP,KIP,4,70,RoadSafety,MLPClassifier,centroid,0.2662174353820198
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,RoadSafety,MLPClassifier,centroid,0.2124647256011157
Encoded,encoded,MLP,KIP,1,70,RoadSafety,MLPClassifier,centroid,0.1848618421951917
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,RoadSafety,MLPClassifier,centroid,0.08707309277329456
Original,original,,KIP,2,70,RoadSafety,MLPClassifier,centroid,0.20275813669380308
Decoded,decoded,GNN,KIP,4,70,RoadSafety,MLPClassifier,centroid,0.2637929127772677
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,RoadSafety,MLPClassifier,centroid,0.24324923679166205
Encoded,encoded,GNN,KIP,1,70,RoadSafety,MLPClassifier,centroid,0.19259327321499864
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,RoadSafety,MLPClassifier,centroid,0.09413768115527625
Original,original,,KIP,2,70,RoadSafety,MLPClassifier,centroid,0.20275813669380308
Decoded,decoded,MLP,KMeans,3,70,RoadSafety,MLPClassifier,centroid,0.15619183679891907
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,MLPClassifier,centroid,0.20408186248641624
Encoded,encoded,MLP,KMeans,1,70,RoadSafety,MLPClassifier,centroid,0.12262481317668188
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,MLPClassifier,centroid,0.07794857744953508
Original,original,,KMeans,2,70,RoadSafety,MLPClassifier,centroid,0.1458010614753931
Decoded,decoded,GNN,KMeans,4,70,RoadSafety,MLPClassifier,centroid,0.24270050783033215
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,RoadSafety,MLPClassifier,centroid,0.23145778810820744
Encoded,encoded,GNN,KMeans,1,70,RoadSafety,MLPClassifier,centroid,0.14510504137077743
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,MLPClassifier,centroid,0.07338685935957394
Original,original,,KMeans,2,70,RoadSafety,MLPClassifier,centroid,0.1458010614753931
Decoded,decoded,MLP,KMeans,3,70,RoadSafety,MLPClassifier,closest,0.14883235622239205
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,RoadSafety,MLPClassifier,closest,0.204049722446972
Encoded,encoded,MLP,KMeans,1,70,RoadSafety,MLPClassifier,closest,0.13026135701581187
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,MLPClassifier,closest,0.08584949308186698
Original,original,,KMeans,2,70,RoadSafety,MLPClassifier,closest,0.14468863942485793
Decoded,decoded,GNN,KMeans,3,70,RoadSafety,MLPClassifier,closest,0.20807591217953264
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,RoadSafety,MLPClassifier,closest,0.20943228714611842
Encoded,encoded,GNN,KMeans,2,70,RoadSafety,MLPClassifier,closest,0.15438618934960285
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,MLPClassifier,closest,0.09261995850516688
Original,original,,KMeans,1,70,RoadSafety,MLPClassifier,closest,0.14468863942485793
Decoded,decoded,MLP,Agglo,3,70,RoadSafety,XGBClassifier,centroid,0.1386998007340676
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,RoadSafety,XGBClassifier,centroid,0.1326877239657671
Encoded,encoded,MLP,Agglo,4,70,RoadSafety,XGBClassifier,centroid,0.1722609188847972
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,XGBClassifier,centroid,0.1278854053709666
Original,original,,Agglo,2,70,RoadSafety,XGBClassifier,centroid,0.1334426105233777
Decoded,decoded,GNN,Agglo,3,70,RoadSafety,XGBClassifier,centroid,0.1989052296950462
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,XGBClassifier,centroid,0.2120842836576163
Encoded,encoded,GNN,Agglo,2,70,RoadSafety,XGBClassifier,centroid,0.1839089413333758
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,RoadSafety,XGBClassifier,centroid,0.1308512834524423
Original,original,,Agglo,1,70,RoadSafety,XGBClassifier,centroid,0.1334426105233777
Decoded,decoded,MLP,Agglo,2,70,RoadSafety,XGBClassifier,closest,0.139236636599124
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,RoadSafety,XGBClassifier,closest,0.1808634327953362
Encoded,encoded,MLP,Agglo,4,70,RoadSafety,XGBClassifier,closest,0.1823119552058567
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,RoadSafety,XGBClassifier,closest,0.1325253664640105
Original,original,,Agglo,1,70,RoadSafety,XGBClassifier,closest,0.1342038718763479
Decoded,decoded,GNN,Agglo,2,70,RoadSafety,XGBClassifier,closest,0.1633626580579202
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,70,RoadSafety,XGBClassifier,closest,0.2148891391303808
Encoded,encoded,GNN,Agglo,3,70,RoadSafety,XGBClassifier,closest,0.2113937080697153
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,RoadSafety,XGBClassifier,closest,0.1249117721965607
Original,original,,Agglo,1,70,RoadSafety,XGBClassifier,closest,0.1342038718763479
Decoded,decoded,MLP,KIP,4,70,RoadSafety,XGBClassifier,centroid,0.2683330169848703
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,RoadSafety,XGBClassifier,centroid,0.21283522910242633
Encoded,encoded,MLP,KIP,3,70,RoadSafety,XGBClassifier,centroid,0.25438303413779184
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,RoadSafety,XGBClassifier,centroid,0.13459884221002996
Original,original,,KIP,2,70,RoadSafety,XGBClassifier,centroid,0.21448544749546908
Decoded,decoded,GNN,KIP,2,70,RoadSafety,XGBClassifier,centroid,0.22925295879951588
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,RoadSafety,XGBClassifier,centroid,0.24234217173586087
Encoded,encoded,GNN,KIP,4,70,RoadSafety,XGBClassifier,centroid,0.2527843644104727
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,RoadSafety,XGBClassifier,centroid,0.12378873121794128
Original,original,,KIP,1,70,RoadSafety,XGBClassifier,centroid,0.21448544749546908
Decoded,decoded,MLP,KMeans,0,70,RoadSafety,XGBClassifier,centroid,0.12645724598197638
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,RoadSafety,XGBClassifier,centroid,0.14061399014042536
Encoded,encoded,MLP,KMeans,3,70,RoadSafety,XGBClassifier,centroid,0.17491311344623955
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,RoadSafety,XGBClassifier,centroid,0.1337779955903488
Original,original,,KMeans,4,70,RoadSafety,XGBClassifier,centroid,0.36172044357460675
Decoded,decoded,GNN,KMeans,3,70,RoadSafety,XGBClassifier,centroid,0.3311384362002216
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,RoadSafety,XGBClassifier,centroid,0.14716026023040682
Encoded,encoded,GNN,KMeans,2,70,RoadSafety,XGBClassifier,centroid,0.21227289223975085
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,XGBClassifier,centroid,0.11486702167799101
Original,original,,KMeans,4,70,RoadSafety,XGBClassifier,centroid,0.36172044357460675
Decoded,decoded,MLP,KMeans,2,70,RoadSafety,XGBClassifier,closest,0.1357655332831425
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,RoadSafety,XGBClassifier,closest,0.17182068387170044
Encoded,encoded,MLP,KMeans,4,70,RoadSafety,XGBClassifier,closest,0.17622135766759198
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,RoadSafety,XGBClassifier,closest,0.12564464482409926
Original,original,,KMeans,1,70,RoadSafety,XGBClassifier,closest,0.13145099550420722
Decoded,decoded,GNN,KMeans,2,70,RoadSafety,XGBClassifier,closest,0.16704723710648137
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,RoadSafety,XGBClassifier,closest,0.21951709708310246
Encoded,encoded,GNN,KMeans,4,70,RoadSafety,XGBClassifier,closest,0.22238382621065575
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,RoadSafety,XGBClassifier,closest,0.11259589821692972
Original,original,,KMeans,1,70,RoadSafety,XGBClassifier,closest,0.13145099550420722
Decoded,decoded,MLP,Agglo,3,70,TencentCTRSmall,GaussianNB,centroid,0.0096253975075453
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,TencentCTRSmall,GaussianNB,centroid,0.026941142120312
Encoded,encoded,MLP,Agglo,0,70,TencentCTRSmall,GaussianNB,centroid,-0.0948369863995753
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,TencentCTRSmall,GaussianNB,centroid,-0.0859690681787396
Original,original,,Agglo,2,70,TencentCTRSmall,GaussianNB,centroid,-0.0049075768991232
Decoded,decoded,GNN,Agglo,2,70,TencentCTRSmall,GaussianNB,centroid,-0.0809043916214289
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,TencentCTRSmall,GaussianNB,centroid,-0.0071440731400357
Encoded,encoded,GNN,Agglo,1,70,TencentCTRSmall,GaussianNB,centroid,-0.1193623106519173
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,GaussianNB,centroid,-0.1397354117122142
Original,original,,Agglo,4,70,TencentCTRSmall,GaussianNB,centroid,-0.0049075768991232
Decoded,decoded,MLP,Agglo,3,70,TencentCTRSmall,GaussianNB,closest,0.0446806500177099
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,TencentCTRSmall,GaussianNB,closest,0.0362933060280086
Encoded,encoded,MLP,Agglo,0,70,TencentCTRSmall,GaussianNB,closest,-0.1202724452030401
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,TencentCTRSmall,GaussianNB,closest,-0.024151029002761
Original,original,,Agglo,4,70,TencentCTRSmall,GaussianNB,closest,0.0703756227706776
Decoded,decoded,GNN,Agglo,3,70,TencentCTRSmall,GaussianNB,closest,0.0169930429778676
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TencentCTRSmall,GaussianNB,closest,-0.0247747900072249
Encoded,encoded,GNN,Agglo,1,70,TencentCTRSmall,GaussianNB,closest,-0.0925409739289929
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,GaussianNB,closest,-0.1287394018116506
Original,original,,Agglo,4,70,TencentCTRSmall,GaussianNB,closest,0.0703756227706776
Decoded,decoded,MLP,KIP,2,70,TencentCTRSmall,GaussianNB,centroid,-0.02458058932274972
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,TencentCTRSmall,GaussianNB,centroid,-0.005906483385020301
Encoded,encoded,MLP,KIP,1,70,TencentCTRSmall,GaussianNB,centroid,-0.09958858440068016
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TencentCTRSmall,GaussianNB,centroid,-0.1125754894775112
Original,original,,KIP,4,70,TencentCTRSmall,GaussianNB,centroid,0.009694459522103963
Decoded,decoded,GNN,KIP,3,70,TencentCTRSmall,GaussianNB,centroid,-0.0014660315950020617
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,TencentCTRSmall,GaussianNB,centroid,-0.010598874331674281
Encoded,encoded,GNN,KIP,1,70,TencentCTRSmall,GaussianNB,centroid,-0.05267333184027454
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TencentCTRSmall,GaussianNB,centroid,-0.09056457134111896
Original,original,,KIP,4,70,TencentCTRSmall,GaussianNB,centroid,0.009694459522103963
Decoded,decoded,MLP,KMeans,3,70,TencentCTRSmall,GaussianNB,centroid,0.036784894626322104
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,TencentCTRSmall,GaussianNB,centroid,0.03748274174265456
Encoded,encoded,MLP,KMeans,1,70,TencentCTRSmall,GaussianNB,centroid,-0.11928930665331534
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TencentCTRSmall,GaussianNB,centroid,-0.13359975219606196
Original,original,,KMeans,2,70,TencentCTRSmall,GaussianNB,centroid,-0.020600615374626596
Decoded,decoded,GNN,KMeans,2,70,TencentCTRSmall,GaussianNB,centroid,-0.03724494735229096
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,TencentCTRSmall,GaussianNB,centroid,0.006369086806546499
Encoded,encoded,GNN,KMeans,1,70,TencentCTRSmall,GaussianNB,centroid,-0.09744460884407308
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TencentCTRSmall,GaussianNB,centroid,-0.13315554470007
Original,original,,KMeans,3,70,TencentCTRSmall,GaussianNB,centroid,-0.020600615374626596
Decoded,decoded,MLP,KMeans,4,70,TencentCTRSmall,GaussianNB,closest,0.029664396096740136
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,TencentCTRSmall,GaussianNB,closest,0.02007594502787306
Encoded,encoded,MLP,KMeans,0,70,TencentCTRSmall,GaussianNB,closest,-0.10915357679980064
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,GaussianNB,closest,-0.10600134220691967
Original,original,,KMeans,3,70,TencentCTRSmall,GaussianNB,closest,0.026621068474774863
Decoded,decoded,GNN,KMeans,3,70,TencentCTRSmall,GaussianNB,closest,-0.0076083770252667795
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,TencentCTRSmall,GaussianNB,closest,-0.03152393045180736
Encoded,encoded,GNN,KMeans,1,70,TencentCTRSmall,GaussianNB,closest,-0.09485804896137405
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TencentCTRSmall,GaussianNB,closest,-0.11960617260595477
Original,original,,KMeans,4,70,TencentCTRSmall,GaussianNB,closest,0.026621068474774863
Decoded,decoded,MLP,Agglo,3,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0252427656946056
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0128488002096357
Encoded,encoded,MLP,Agglo,2,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.040443604237637
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0746879796353834
Original,original,,Agglo,1,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0647562984314754
Decoded,decoded,GNN,Agglo,4,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0141169093699697
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0750563396099276
Encoded,encoded,GNN,Agglo,3,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0533902968592072
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0910732602103845
Original,original,,Agglo,2,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0647562984314754
Decoded,decoded,MLP,Agglo,4,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.029944783438775
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.0314794294912589
Encoded,encoded,MLP,Agglo,2,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.0354136562722269
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.0517352974207315
Original,original,,Agglo,1,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.044972859656347
Decoded,decoded,GNN,Agglo,2,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.060211320330925
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.0710515479354621
Encoded,encoded,GNN,Agglo,4,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.005141129786995
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.1067534533747611
Original,original,,Agglo,3,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.044972859656347
Decoded,decoded,MLP,KIP,2,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.006899262531351799
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0133783925429566
Encoded,encoded,MLP,KIP,3,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.004864897241043621
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02015651555422458
Original,original,,KIP,4,70,TencentCTRSmall,KNeighborsClassifier,centroid,0.05641526597536768
Decoded,decoded,GNN,KIP,3,70,TencentCTRSmall,KNeighborsClassifier,centroid,0.028739602440759078
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,TencentCTRSmall,KNeighborsClassifier,centroid,0.013730356006438817
Encoded,encoded,GNN,KIP,1,70,TencentCTRSmall,KNeighborsClassifier,centroid,0.01062179463182716
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01693673492307122
Original,original,,KIP,4,70,TencentCTRSmall,KNeighborsClassifier,centroid,0.05641526597536768
Decoded,decoded,MLP,KMeans,3,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06315419458690524
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.08205809905289557
Encoded,encoded,MLP,KMeans,4,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04477516564968368
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.08273413693707178
Original,original,,KMeans,2,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07077059858495868
Decoded,decoded,GNN,KMeans,3,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.044421030958709154
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0657062853292404
Encoded,encoded,GNN,KMeans,4,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.03054909594579418
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.050263916445176436
Original,original,,KMeans,0,70,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07077059858495868
Decoded,decoded,MLP,KMeans,2,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.04428892299629392
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.05728881069142354
Encoded,encoded,MLP,KMeans,4,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.0217567102159997
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.05882443005278324
Original,original,,KMeans,3,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.032538876202598
Decoded,decoded,GNN,KMeans,2,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.05195436678770634
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.06395657545015535
Encoded,encoded,GNN,KMeans,4,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.014201999026691082
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.05621966832628306
Original,original,,KMeans,3,70,TencentCTRSmall,KNeighborsClassifier,closest,-0.032538876202598
Decoded,decoded,MLP,Agglo,3,70,TencentCTRSmall,LogisticRegression,centroid,0.0902546597848259
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,TencentCTRSmall,LogisticRegression,centroid,0.1015602277710399
Encoded,encoded,MLP,Agglo,2,70,TencentCTRSmall,LogisticRegression,centroid,0.0845456168071348
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,TencentCTRSmall,LogisticRegression,centroid,0.0729211141493995
Original,original,,Agglo,0,70,TencentCTRSmall,LogisticRegression,centroid,0.042544472687186
Decoded,decoded,GNN,Agglo,4,70,TencentCTRSmall,LogisticRegression,centroid,0.1063081329464811
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,TencentCTRSmall,LogisticRegression,centroid,0.0794563054684694
Encoded,encoded,GNN,Agglo,2,70,TencentCTRSmall,LogisticRegression,centroid,0.0832594449284731
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,TencentCTRSmall,LogisticRegression,centroid,0.0869359414816674
Original,original,,Agglo,0,70,TencentCTRSmall,LogisticRegression,centroid,0.042544472687186
Decoded,decoded,MLP,Agglo,4,70,TencentCTRSmall,LogisticRegression,closest,0.1426610676269913
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,TencentCTRSmall,LogisticRegression,closest,0.1155842042106438
Encoded,encoded,MLP,Agglo,0,70,TencentCTRSmall,LogisticRegression,closest,0.0857979209375877
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,70,TencentCTRSmall,LogisticRegression,closest,0.0908589824009697
Original,original,,Agglo,2,70,TencentCTRSmall,LogisticRegression,closest,0.0990268881028861
Decoded,decoded,GNN,Agglo,4,70,TencentCTRSmall,LogisticRegression,closest,0.1163947830184863
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TencentCTRSmall,LogisticRegression,closest,0.0996678071483742
Encoded,encoded,GNN,Agglo,3,70,TencentCTRSmall,LogisticRegression,closest,0.1010069475431917
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,LogisticRegression,closest,0.0795514882868955
Original,original,,Agglo,1,70,TencentCTRSmall,LogisticRegression,closest,0.0990268881028861
Decoded,decoded,MLP,KIP,4,70,TencentCTRSmall,LogisticRegression,centroid,0.12583492827420867
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,TencentCTRSmall,LogisticRegression,centroid,0.0885872751004957
Encoded,encoded,MLP,KIP,3,70,TencentCTRSmall,LogisticRegression,centroid,0.11304556769087433
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TencentCTRSmall,LogisticRegression,centroid,0.08060289728152727
Original,original,,KIP,2,70,TencentCTRSmall,LogisticRegression,centroid,0.1002951790945786
Decoded,decoded,GNN,KIP,4,70,TencentCTRSmall,LogisticRegression,centroid,0.14848805383398958
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,TencentCTRSmall,LogisticRegression,centroid,0.11447674489527959
Encoded,encoded,GNN,KIP,3,70,TencentCTRSmall,LogisticRegression,centroid,0.12003924164493882
Encoded-FT,encoded,GNN-MultiHead,KIP,2,70,TencentCTRSmall,LogisticRegression,centroid,0.11524077561316673
Original,original,,KIP,0,70,TencentCTRSmall,LogisticRegression,centroid,0.1002951790945786
Decoded,decoded,MLP,KMeans,1,70,TencentCTRSmall,LogisticRegression,centroid,0.06962505995072958
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TencentCTRSmall,LogisticRegression,centroid,0.08174791609016584
Encoded,encoded,MLP,KMeans,4,70,TencentCTRSmall,LogisticRegression,centroid,0.08910732962275494
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,TencentCTRSmall,LogisticRegression,centroid,0.07369631640887582
Original,original,,KMeans,0,70,TencentCTRSmall,LogisticRegression,centroid,0.04876143558161672
Decoded,decoded,GNN,KMeans,3,70,TencentCTRSmall,LogisticRegression,centroid,0.09768514743545698
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,TencentCTRSmall,LogisticRegression,centroid,0.10250223270321128
Encoded,encoded,GNN,KMeans,2,70,TencentCTRSmall,LogisticRegression,centroid,0.0803992734645711
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,TencentCTRSmall,LogisticRegression,centroid,0.07502476679406928
Original,original,,KMeans,0,70,TencentCTRSmall,LogisticRegression,centroid,0.04876143558161672
Decoded,decoded,MLP,KMeans,2,70,TencentCTRSmall,LogisticRegression,closest,0.08981925858202308
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,LogisticRegression,closest,0.08777589373937814
Encoded,encoded,MLP,KMeans,3,70,TencentCTRSmall,LogisticRegression,closest,0.09645813978423509
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TencentCTRSmall,LogisticRegression,closest,0.07039901022709683
Original,original,,KMeans,4,70,TencentCTRSmall,LogisticRegression,closest,0.10751713130221004
Decoded,decoded,GNN,KMeans,2,70,TencentCTRSmall,LogisticRegression,closest,0.09535180404345592
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,TencentCTRSmall,LogisticRegression,closest,0.0927993315052239
Encoded,encoded,GNN,KMeans,3,70,TencentCTRSmall,LogisticRegression,closest,0.09750380249741739
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TencentCTRSmall,LogisticRegression,closest,0.07698033230841922
Original,original,,KMeans,4,70,TencentCTRSmall,LogisticRegression,closest,0.10751713130221004
Decoded,decoded,MLP,Agglo,3,70,TencentCTRSmall,MLPClassifier,centroid,-0.0766236532091106
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,TencentCTRSmall,MLPClassifier,centroid,-0.0404656503216558
Encoded,encoded,MLP,Agglo,2,70,TencentCTRSmall,MLPClassifier,centroid,-0.1077043036349369
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TencentCTRSmall,MLPClassifier,centroid,-0.1208402169526473
Original,original,,Agglo,1,70,TencentCTRSmall,MLPClassifier,centroid,-0.1184313681612962
Decoded,decoded,GNN,Agglo,4,70,TencentCTRSmall,MLPClassifier,centroid,-0.0434696219224338
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,TencentCTRSmall,MLPClassifier,centroid,-0.0924762973291429
Encoded,encoded,GNN,Agglo,0,70,TencentCTRSmall,MLPClassifier,centroid,-0.1536989052826843
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,70,TencentCTRSmall,MLPClassifier,centroid,-0.1182077871771387
Original,original,,Agglo,1,70,TencentCTRSmall,MLPClassifier,centroid,-0.1184313681612962
Decoded,decoded,MLP,Agglo,4,70,TencentCTRSmall,MLPClassifier,closest,-0.0522301769125531
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,TencentCTRSmall,MLPClassifier,closest,-0.0632932880949974
Encoded,encoded,MLP,Agglo,1,70,TencentCTRSmall,MLPClassifier,closest,-0.077139683521985
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TencentCTRSmall,MLPClassifier,closest,-0.1181173130774236
Original,original,,Agglo,3,70,TencentCTRSmall,MLPClassifier,closest,-0.059760361309957
Decoded,decoded,GNN,Agglo,4,70,TencentCTRSmall,MLPClassifier,closest,-0.0434308473082701
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TencentCTRSmall,MLPClassifier,closest,-0.0608063113497348
Encoded,encoded,GNN,Agglo,0,70,TencentCTRSmall,MLPClassifier,closest,-0.1158180363300774
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,TencentCTRSmall,MLPClassifier,closest,-0.1143010036644904
Original,original,,Agglo,3,70,TencentCTRSmall,MLPClassifier,closest,-0.059760361309957
Decoded,decoded,MLP,KIP,4,70,TencentCTRSmall,MLPClassifier,centroid,-0.046297120801635346
Decoded-FT,decoded,MLP-MultiHead,KIP,3,70,TencentCTRSmall,MLPClassifier,centroid,-0.07121592560212539
Encoded,encoded,MLP,KIP,1,70,TencentCTRSmall,MLPClassifier,centroid,-0.07750119410378946
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TencentCTRSmall,MLPClassifier,centroid,-0.10473058009137697
Original,original,,KIP,2,70,TencentCTRSmall,MLPClassifier,centroid,-0.07742125280971277
Decoded,decoded,GNN,KIP,4,70,TencentCTRSmall,MLPClassifier,centroid,-0.023221248334234883
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,TencentCTRSmall,MLPClassifier,centroid,-0.048177863206247826
Encoded,encoded,GNN,KIP,3,70,TencentCTRSmall,MLPClassifier,centroid,-0.04444180374103652
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,TencentCTRSmall,MLPClassifier,centroid,-0.06190862926144589
Original,original,,KIP,0,70,TencentCTRSmall,MLPClassifier,centroid,-0.07742125280971277
Decoded,decoded,MLP,KMeans,4,70,TencentCTRSmall,MLPClassifier,centroid,-0.0921255124615051
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TencentCTRSmall,MLPClassifier,centroid,-0.09747907135377812
Encoded,encoded,MLP,KMeans,0,70,TencentCTRSmall,MLPClassifier,centroid,-0.1284102176702669
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,MLPClassifier,centroid,-0.11314532725388542
Original,original,,KMeans,2,70,TencentCTRSmall,MLPClassifier,centroid,-0.10353207798751649
Decoded,decoded,GNN,KMeans,4,70,TencentCTRSmall,MLPClassifier,centroid,-0.06480349179868686
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,TencentCTRSmall,MLPClassifier,centroid,-0.06586186514767921
Encoded,encoded,GNN,KMeans,0,70,TencentCTRSmall,MLPClassifier,centroid,-0.1363198531425957
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,TencentCTRSmall,MLPClassifier,centroid,-0.12473087331233976
Original,original,,KMeans,2,70,TencentCTRSmall,MLPClassifier,centroid,-0.10353207798751649
Decoded,decoded,MLP,KMeans,3,70,TencentCTRSmall,MLPClassifier,closest,-0.07342426526928883
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,TencentCTRSmall,MLPClassifier,closest,-0.08354555843546563
Encoded,encoded,MLP,KMeans,1,70,TencentCTRSmall,MLPClassifier,closest,-0.09380674886627666
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TencentCTRSmall,MLPClassifier,closest,-0.12086359746626232
Original,original,,KMeans,4,70,TencentCTRSmall,MLPClassifier,closest,-0.0632096043754741
Decoded,decoded,GNN,KMeans,3,70,TencentCTRSmall,MLPClassifier,closest,-0.06401167945393002
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,TencentCTRSmall,MLPClassifier,closest,-0.07273643062121954
Encoded,encoded,GNN,KMeans,1,70,TencentCTRSmall,MLPClassifier,closest,-0.0903635245468386
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TencentCTRSmall,MLPClassifier,closest,-0.10789941132033545
Original,original,,KMeans,4,70,TencentCTRSmall,MLPClassifier,closest,-0.0632096043754741
Decoded,decoded,MLP,Agglo,1,70,TencentCTRSmall,XGBClassifier,centroid,0.1139203157156884
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,TencentCTRSmall,XGBClassifier,centroid,0.1540175376352396
Encoded,encoded,MLP,Agglo,2,70,TencentCTRSmall,XGBClassifier,centroid,0.1259165900147012
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TencentCTRSmall,XGBClassifier,centroid,0.1022524938475921
Original,original,,Agglo,4,70,TencentCTRSmall,XGBClassifier,centroid,0.2101546830653533
Decoded,decoded,GNN,Agglo,1,70,TencentCTRSmall,XGBClassifier,centroid,0.1178401093566299
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,XGBClassifier,centroid,0.0967589505639112
Encoded,encoded,GNN,Agglo,2,70,TencentCTRSmall,XGBClassifier,centroid,0.1180412570744655
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,TencentCTRSmall,XGBClassifier,centroid,0.1237958377316431
Original,original,,Agglo,4,70,TencentCTRSmall,XGBClassifier,centroid,0.2101546830653533
Decoded,decoded,MLP,Agglo,0,70,TencentCTRSmall,XGBClassifier,closest,0.1292784064710929
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,TencentCTRSmall,XGBClassifier,closest,0.1362285853326472
Encoded,encoded,MLP,Agglo,4,70,TencentCTRSmall,XGBClassifier,closest,0.1708459037592046
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,TencentCTRSmall,XGBClassifier,closest,0.1435576995285804
Original,original,,Agglo,1,70,TencentCTRSmall,XGBClassifier,closest,0.1309782065932867
Decoded,decoded,GNN,Agglo,1,70,TencentCTRSmall,XGBClassifier,closest,0.123542952876718
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,TencentCTRSmall,XGBClassifier,closest,0.1383532570957875
Encoded,encoded,GNN,Agglo,4,70,TencentCTRSmall,XGBClassifier,closest,0.1582038559217934
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TencentCTRSmall,XGBClassifier,closest,0.1170822386878709
Original,original,,Agglo,2,70,TencentCTRSmall,XGBClassifier,closest,0.1309782065932867
Decoded,decoded,MLP,KIP,1,70,TencentCTRSmall,XGBClassifier,centroid,0.14264446066935002
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,TencentCTRSmall,XGBClassifier,centroid,0.14383858514921535
Encoded,encoded,MLP,KIP,3,70,TencentCTRSmall,XGBClassifier,centroid,0.1460001313809723
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TencentCTRSmall,XGBClassifier,centroid,0.12239739859403538
Original,original,,KIP,4,70,TencentCTRSmall,XGBClassifier,centroid,0.1957347277066636
Decoded,decoded,GNN,KIP,0,70,TencentCTRSmall,XGBClassifier,centroid,0.1523154171808371
Decoded-FT,decoded,GNN-MultiHead,KIP,3,70,TencentCTRSmall,XGBClassifier,centroid,0.16304303416673496
Encoded,encoded,GNN,KIP,2,70,TencentCTRSmall,XGBClassifier,centroid,0.1622996812522018
Encoded-FT,encoded,GNN-MultiHead,KIP,1,70,TencentCTRSmall,XGBClassifier,centroid,0.1549232824485525
Original,original,,KIP,4,70,TencentCTRSmall,XGBClassifier,centroid,0.1957347277066636
Decoded,decoded,MLP,KMeans,2,70,TencentCTRSmall,XGBClassifier,centroid,0.10498841636856408
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,XGBClassifier,centroid,0.10345919201956226
Encoded,encoded,MLP,KMeans,3,70,TencentCTRSmall,XGBClassifier,centroid,0.1356892021616089
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TencentCTRSmall,XGBClassifier,centroid,0.09605874328612654
Original,original,,KMeans,4,70,TencentCTRSmall,XGBClassifier,centroid,0.21095692224864654
Decoded,decoded,GNN,KMeans,1,70,TencentCTRSmall,XGBClassifier,centroid,0.11739949708367163
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,TencentCTRSmall,XGBClassifier,centroid,0.11445443110549562
Encoded,encoded,GNN,KMeans,2,70,TencentCTRSmall,XGBClassifier,centroid,0.12175024539864795
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,TencentCTRSmall,XGBClassifier,centroid,0.12980897865090554
Original,original,,KMeans,4,70,TencentCTRSmall,XGBClassifier,centroid,0.21095692224864654
Decoded,decoded,MLP,KMeans,0,70,TencentCTRSmall,XGBClassifier,closest,0.10887183723433957
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TencentCTRSmall,XGBClassifier,closest,0.11660189856479608
Encoded,encoded,MLP,KMeans,4,70,TencentCTRSmall,XGBClassifier,closest,0.1342432275695602
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,70,TencentCTRSmall,XGBClassifier,closest,0.11393724786964494
Original,original,,KMeans,2,70,TencentCTRSmall,XGBClassifier,closest,0.1147894055512694
Decoded,decoded,GNN,KMeans,0,70,TencentCTRSmall,XGBClassifier,closest,0.10349810461782168
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,TencentCTRSmall,XGBClassifier,closest,0.10612133424746058
Encoded,encoded,GNN,KMeans,4,70,TencentCTRSmall,XGBClassifier,closest,0.1506561601606171
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,TencentCTRSmall,XGBClassifier,closest,0.13108469102816897
Original,original,,KMeans,2,70,TencentCTRSmall,XGBClassifier,closest,0.1147894055512694
Decoded,decoded,MLP,Agglo,2,70,TwoDPlanes,GaussianNB,centroid,-0.0188709783079459
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,TwoDPlanes,GaussianNB,centroid,0.0085490917684028
Encoded,encoded,MLP,Agglo,4,70,TwoDPlanes,GaussianNB,centroid,0.0254961000769404
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,GaussianNB,centroid,-0.127760970216093
Original,original,,Agglo,1,70,TwoDPlanes,GaussianNB,centroid,-0.0537318533366892
Decoded,decoded,GNN,Agglo,4,70,TwoDPlanes,GaussianNB,centroid,0.0960271017401331
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TwoDPlanes,GaussianNB,centroid,0.0103842131687415
Encoded,encoded,GNN,Agglo,3,70,TwoDPlanes,GaussianNB,centroid,0.0699487118146625
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,GaussianNB,centroid,-0.0628743078760436
Original,original,,Agglo,1,70,TwoDPlanes,GaussianNB,centroid,-0.0537318533366892
Decoded,decoded,MLP,Agglo,1,70,TwoDPlanes,GaussianNB,closest,-0.0209403550071754
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,TwoDPlanes,GaussianNB,closest,-0.0134405386718166
Encoded,encoded,MLP,Agglo,4,70,TwoDPlanes,GaussianNB,closest,0.0422079911225663
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,GaussianNB,closest,-0.1307881215523095
Original,original,,Agglo,3,70,TwoDPlanes,GaussianNB,closest,-0.0064777259214327
Decoded,decoded,GNN,Agglo,3,70,TwoDPlanes,GaussianNB,closest,0.034962520478276
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,TwoDPlanes,GaussianNB,closest,-0.0172170682667546
Encoded,encoded,GNN,Agglo,4,70,TwoDPlanes,GaussianNB,closest,0.0486267056610349
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,GaussianNB,closest,-0.0651222437374335
Original,original,,Agglo,2,70,TwoDPlanes,GaussianNB,closest,-0.0064777259214327
Decoded,decoded,MLP,KIP,3,70,TwoDPlanes,GaussianNB,centroid,0.0413738751701053
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,TwoDPlanes,GaussianNB,centroid,0.0006230673772079998
Encoded,encoded,MLP,KIP,4,70,TwoDPlanes,GaussianNB,centroid,0.09794928150657525
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TwoDPlanes,GaussianNB,centroid,-0.09979645714222045
Original,original,,KIP,2,70,TwoDPlanes,GaussianNB,centroid,0.007653710065538539
Decoded,decoded,GNN,KIP,3,70,TwoDPlanes,GaussianNB,centroid,0.09768524203551876
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,TwoDPlanes,GaussianNB,centroid,0.00802891637331166
Encoded,encoded,GNN,KIP,4,70,TwoDPlanes,GaussianNB,centroid,0.19440633090029627
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TwoDPlanes,GaussianNB,centroid,-0.040475098655097304
Original,original,,KIP,1,70,TwoDPlanes,GaussianNB,centroid,0.007653710065538539
Decoded,decoded,MLP,KMeans,2,70,TwoDPlanes,GaussianNB,centroid,-0.013118588479545681
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TwoDPlanes,GaussianNB,centroid,0.015185843421185641
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,GaussianNB,centroid,0.01528661364571272
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,GaussianNB,centroid,-0.12407123376755971
Original,original,,KMeans,1,70,TwoDPlanes,GaussianNB,centroid,-0.03668786744531618
Decoded,decoded,GNN,KMeans,2,70,TwoDPlanes,GaussianNB,centroid,0.029850795354093566
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,TwoDPlanes,GaussianNB,centroid,0.24808960924916573
Encoded,encoded,GNN,KMeans,3,70,TwoDPlanes,GaussianNB,centroid,0.09606840970820801
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,GaussianNB,centroid,-0.06436618194230452
Original,original,,KMeans,1,70,TwoDPlanes,GaussianNB,centroid,-0.03668786744531618
Decoded,decoded,MLP,KMeans,1,70,TwoDPlanes,GaussianNB,closest,-0.010228582249535021
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TwoDPlanes,GaussianNB,closest,-0.007351797221505199
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,GaussianNB,closest,0.028844498773226358
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,GaussianNB,closest,-0.13009791380837174
Original,original,,KMeans,2,70,TwoDPlanes,GaussianNB,closest,-0.01010270898052456
Decoded,decoded,GNN,KMeans,3,70,TwoDPlanes,GaussianNB,closest,0.05423591663508344
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,TwoDPlanes,GaussianNB,closest,-0.022939713705943898
Encoded,encoded,GNN,KMeans,4,70,TwoDPlanes,GaussianNB,closest,0.12035603622795002
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,GaussianNB,closest,-0.06551834935746535
Original,original,,KMeans,2,70,TwoDPlanes,GaussianNB,closest,-0.01010270898052456
Decoded,decoded,MLP,Agglo,3,70,TwoDPlanes,KNeighborsClassifier,centroid,0.0997268540392596
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,TwoDPlanes,KNeighborsClassifier,centroid,0.1264023604795825
Encoded,encoded,MLP,Agglo,2,70,TwoDPlanes,KNeighborsClassifier,centroid,0.0580177199942936
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,KNeighborsClassifier,centroid,-0.010926131240772
Original,original,,Agglo,1,70,TwoDPlanes,KNeighborsClassifier,centroid,0.0027005973113377
Decoded,decoded,GNN,Agglo,3,70,TwoDPlanes,KNeighborsClassifier,centroid,0.1052676024598947
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TwoDPlanes,KNeighborsClassifier,centroid,0.068603253295941
Encoded,encoded,GNN,Agglo,4,70,TwoDPlanes,KNeighborsClassifier,centroid,0.1369978493606058
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,KNeighborsClassifier,centroid,-0.0107637381724788
Original,original,,Agglo,1,70,TwoDPlanes,KNeighborsClassifier,centroid,0.0027005973113377
Decoded,decoded,MLP,Agglo,1,70,TwoDPlanes,KNeighborsClassifier,closest,0.0868533529102969
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,70,TwoDPlanes,KNeighborsClassifier,closest,0.1128201392235069
Encoded,encoded,MLP,Agglo,4,70,TwoDPlanes,KNeighborsClassifier,closest,0.1692586115175981
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,KNeighborsClassifier,closest,-0.0042833587454377
Original,original,,Agglo,2,70,TwoDPlanes,KNeighborsClassifier,closest,0.0988545695992212
Decoded,decoded,GNN,Agglo,2,70,TwoDPlanes,KNeighborsClassifier,closest,0.1056603207851649
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,TwoDPlanes,KNeighborsClassifier,closest,0.1079834259514547
Encoded,encoded,GNN,Agglo,4,70,TwoDPlanes,KNeighborsClassifier,closest,0.1969176706380449
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,KNeighborsClassifier,closest,0.0003171730464751
Original,original,,Agglo,1,70,TwoDPlanes,KNeighborsClassifier,closest,0.0988545695992212
Decoded,decoded,MLP,KIP,3,70,TwoDPlanes,KNeighborsClassifier,centroid,0.23181187093914843
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,TwoDPlanes,KNeighborsClassifier,centroid,0.18777646936738504
Encoded,encoded,MLP,KIP,4,70,TwoDPlanes,KNeighborsClassifier,centroid,0.27437611897784075
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TwoDPlanes,KNeighborsClassifier,centroid,0.05420811799024722
Original,original,,KIP,2,70,TwoDPlanes,KNeighborsClassifier,centroid,0.20460849625541372
Decoded,decoded,GNN,KIP,3,70,TwoDPlanes,KNeighborsClassifier,centroid,0.2781296652137767
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,TwoDPlanes,KNeighborsClassifier,centroid,0.1931750052647446
Encoded,encoded,GNN,KIP,4,70,TwoDPlanes,KNeighborsClassifier,centroid,0.34566087829760994
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TwoDPlanes,KNeighborsClassifier,centroid,0.06326619602934011
Original,original,,KIP,2,70,TwoDPlanes,KNeighborsClassifier,centroid,0.20460849625541372
Decoded,decoded,MLP,KMeans,3,70,TwoDPlanes,KNeighborsClassifier,centroid,0.08858976992773185
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,70,TwoDPlanes,KNeighborsClassifier,centroid,0.0908639990555083
Encoded,encoded,MLP,KMeans,2,70,TwoDPlanes,KNeighborsClassifier,centroid,0.056948572756428194
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,KNeighborsClassifier,centroid,-0.01387133128115652
Original,original,,KMeans,1,70,TwoDPlanes,KNeighborsClassifier,centroid,-0.0013633756019904243
Decoded,decoded,GNN,KMeans,3,70,TwoDPlanes,KNeighborsClassifier,centroid,0.10734031894865333
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,TwoDPlanes,KNeighborsClassifier,centroid,0.0682685467173175
Encoded,encoded,GNN,KMeans,4,70,TwoDPlanes,KNeighborsClassifier,centroid,0.14334284462057875
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,KNeighborsClassifier,centroid,-0.01095650161409218
Original,original,,KMeans,1,70,TwoDPlanes,KNeighborsClassifier,centroid,-0.0013633756019904243
Decoded,decoded,MLP,KMeans,1,70,TwoDPlanes,KNeighborsClassifier,closest,0.0875815156983089
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TwoDPlanes,KNeighborsClassifier,closest,0.10554590189701811
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,KNeighborsClassifier,closest,0.17453109806761027
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,KNeighborsClassifier,closest,-0.00379144771224292
Original,original,,KMeans,2,70,TwoDPlanes,KNeighborsClassifier,closest,0.08890526809438255
Decoded,decoded,GNN,KMeans,3,70,TwoDPlanes,KNeighborsClassifier,closest,0.11037183971845146
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,TwoDPlanes,KNeighborsClassifier,closest,0.09956446097096647
Encoded,encoded,GNN,KMeans,4,70,TwoDPlanes,KNeighborsClassifier,closest,0.1920860991299292
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,KNeighborsClassifier,closest,-0.0036691112103805408
Original,original,,KMeans,1,70,TwoDPlanes,KNeighborsClassifier,closest,0.08890526809438255
Decoded,decoded,MLP,Agglo,3,70,TwoDPlanes,LogisticRegression,centroid,0.0286119269006985
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,TwoDPlanes,LogisticRegression,centroid,0.0255848451343302
Encoded,encoded,MLP,Agglo,4,70,TwoDPlanes,LogisticRegression,centroid,0.0301627098879162
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,LogisticRegression,centroid,-0.0924479033239811
Original,original,,Agglo,1,70,TwoDPlanes,LogisticRegression,centroid,0.0099899142105878
Decoded,decoded,GNN,Agglo,4,70,TwoDPlanes,LogisticRegression,centroid,0.093173852161848
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TwoDPlanes,LogisticRegression,centroid,0.0101278028606033
Encoded,encoded,GNN,Agglo,3,70,TwoDPlanes,LogisticRegression,centroid,0.0221261648484748
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,LogisticRegression,centroid,-0.0072480243432068
Original,original,,Agglo,1,70,TwoDPlanes,LogisticRegression,centroid,0.0099899142105878
Decoded,decoded,MLP,Agglo,3,70,TwoDPlanes,LogisticRegression,closest,0.0098071941369719
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,70,TwoDPlanes,LogisticRegression,closest,0.0091591238863872
Encoded,encoded,MLP,Agglo,4,70,TwoDPlanes,LogisticRegression,closest,0.03272252013059
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,LogisticRegression,closest,-0.0965501707180611
Original,original,,Agglo,1,70,TwoDPlanes,LogisticRegression,closest,-0.0052511046462775
Decoded,decoded,GNN,Agglo,2,70,TwoDPlanes,LogisticRegression,closest,0.0046984612830701
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,70,TwoDPlanes,LogisticRegression,closest,0.0048677319296059
Encoded,encoded,GNN,Agglo,4,70,TwoDPlanes,LogisticRegression,closest,0.0168404759611343
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,LogisticRegression,closest,-0.0135421000370949
Original,original,,Agglo,1,70,TwoDPlanes,LogisticRegression,closest,-0.0052511046462775
Decoded,decoded,MLP,KIP,4,70,TwoDPlanes,LogisticRegression,centroid,0.0506497610357031
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,TwoDPlanes,LogisticRegression,centroid,0.031512033266453236
Encoded,encoded,MLP,KIP,3,70,TwoDPlanes,LogisticRegression,centroid,0.04303463137810246
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TwoDPlanes,LogisticRegression,centroid,-0.08227569173605723
Original,original,,KIP,2,70,TwoDPlanes,LogisticRegression,centroid,0.042354423401285715
Decoded,decoded,GNN,KIP,4,70,TwoDPlanes,LogisticRegression,centroid,0.09747535040240676
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,TwoDPlanes,LogisticRegression,centroid,0.030436578650200042
Encoded,encoded,GNN,KIP,3,70,TwoDPlanes,LogisticRegression,centroid,0.0748217246418096
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TwoDPlanes,LogisticRegression,centroid,-0.00023706856799734065
Original,original,,KIP,2,70,TwoDPlanes,LogisticRegression,centroid,0.042354423401285715
Decoded,decoded,MLP,KMeans,3,70,TwoDPlanes,LogisticRegression,centroid,0.020661535048438325
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,70,TwoDPlanes,LogisticRegression,centroid,0.015675460969506262
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,LogisticRegression,centroid,0.0402332694250714
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,LogisticRegression,centroid,-0.10035009499138221
Original,original,,KMeans,1,70,TwoDPlanes,LogisticRegression,centroid,0.0153476664091207
Decoded,decoded,GNN,KMeans,4,70,TwoDPlanes,LogisticRegression,centroid,0.0236201912534148
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,70,TwoDPlanes,LogisticRegression,centroid,0.019718845490932082
Encoded,encoded,GNN,KMeans,1,70,TwoDPlanes,LogisticRegression,centroid,0.013345712783769939
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,LogisticRegression,centroid,-0.01179134328266444
Original,original,,KMeans,2,70,TwoDPlanes,LogisticRegression,centroid,0.0153476664091207
Decoded,decoded,MLP,KMeans,2,70,TwoDPlanes,LogisticRegression,closest,0.008965183147893342
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TwoDPlanes,LogisticRegression,closest,0.020888958455872443
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,LogisticRegression,closest,0.03324959677336704
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,LogisticRegression,closest,-0.09974698425417933
Original,original,,KMeans,1,70,TwoDPlanes,LogisticRegression,closest,-0.0031732065893483
Decoded,decoded,GNN,KMeans,3,70,TwoDPlanes,LogisticRegression,closest,0.012189395088320381
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,70,TwoDPlanes,LogisticRegression,closest,0.02600843804246008
Encoded,encoded,GNN,KMeans,2,70,TwoDPlanes,LogisticRegression,closest,0.0029935990974280604
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,LogisticRegression,closest,-0.01556830105812412
Original,original,,KMeans,1,70,TwoDPlanes,LogisticRegression,closest,-0.0031732065893483
Decoded,decoded,MLP,Agglo,2,70,TwoDPlanes,MLPClassifier,centroid,0.0992113236933332
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,TwoDPlanes,MLPClassifier,centroid,0.0814516614388785
Encoded,encoded,MLP,Agglo,3,70,TwoDPlanes,MLPClassifier,centroid,0.1034077420692428
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,MLPClassifier,centroid,0.0246705486625946
Original,original,,Agglo,4,70,TwoDPlanes,MLPClassifier,centroid,0.1242277599322824
Decoded,decoded,GNN,Agglo,4,70,TwoDPlanes,MLPClassifier,centroid,0.167239503633593
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,MLPClassifier,centroid,0.0608898292576266
Encoded,encoded,GNN,Agglo,3,70,TwoDPlanes,MLPClassifier,centroid,0.1272118555112144
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,TwoDPlanes,MLPClassifier,centroid,0.0729734111654751
Original,original,,Agglo,2,70,TwoDPlanes,MLPClassifier,centroid,0.1242277599322824
Decoded,decoded,MLP,Agglo,1,70,TwoDPlanes,MLPClassifier,closest,0.0778730465590078
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,70,TwoDPlanes,MLPClassifier,closest,0.0998550430134026
Encoded,encoded,MLP,Agglo,3,70,TwoDPlanes,MLPClassifier,closest,0.0894212063981992
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,MLPClassifier,closest,0.0169958033527866
Original,original,,Agglo,2,70,TwoDPlanes,MLPClassifier,closest,0.0840130373185576
Decoded,decoded,GNN,Agglo,4,70,TwoDPlanes,MLPClassifier,closest,0.1142086337108919
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,70,TwoDPlanes,MLPClassifier,closest,0.0830991183585409
Encoded,encoded,GNN,Agglo,3,70,TwoDPlanes,MLPClassifier,closest,0.1091898312942785
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,MLPClassifier,closest,0.0680680548394854
Original,original,,Agglo,2,70,TwoDPlanes,MLPClassifier,closest,0.0840130373185576
Decoded,decoded,MLP,KIP,4,70,TwoDPlanes,MLPClassifier,centroid,0.14953772577373886
Decoded-FT,decoded,MLP-MultiHead,KIP,2,70,TwoDPlanes,MLPClassifier,centroid,0.1262627070491269
Encoded,encoded,MLP,KIP,3,70,TwoDPlanes,MLPClassifier,centroid,0.14096736848777663
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TwoDPlanes,MLPClassifier,centroid,0.02476672897906288
Original,original,,KIP,1,70,TwoDPlanes,MLPClassifier,centroid,0.11442479342284984
Decoded,decoded,GNN,KIP,4,70,TwoDPlanes,MLPClassifier,centroid,0.21224813880904367
Decoded-FT,decoded,GNN-MultiHead,KIP,2,70,TwoDPlanes,MLPClassifier,centroid,0.12493589695181843
Encoded,encoded,GNN,KIP,3,70,TwoDPlanes,MLPClassifier,centroid,0.16992734644616805
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TwoDPlanes,MLPClassifier,centroid,0.09586986434753786
Original,original,,KIP,1,70,TwoDPlanes,MLPClassifier,centroid,0.11442479342284984
Decoded,decoded,MLP,KMeans,2,70,TwoDPlanes,MLPClassifier,centroid,0.10103900142725805
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,70,TwoDPlanes,MLPClassifier,centroid,0.08284563528323294
Encoded,encoded,MLP,KMeans,3,70,TwoDPlanes,MLPClassifier,centroid,0.11019668108112798
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,MLPClassifier,centroid,0.02023704340379908
Original,original,,KMeans,4,70,TwoDPlanes,MLPClassifier,centroid,0.11432083263823989
Decoded,decoded,GNN,KMeans,4,70,TwoDPlanes,MLPClassifier,centroid,0.14012470946244507
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,TwoDPlanes,MLPClassifier,centroid,0.07910737206221528
Encoded,encoded,GNN,KMeans,3,70,TwoDPlanes,MLPClassifier,centroid,0.12206620858016289
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,MLPClassifier,centroid,0.07466044549587544
Original,original,,KMeans,2,70,TwoDPlanes,MLPClassifier,centroid,0.11432083263823989
Decoded,decoded,MLP,KMeans,2,70,TwoDPlanes,MLPClassifier,closest,0.09051348114849768
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,70,TwoDPlanes,MLPClassifier,closest,0.09983857816979125
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,MLPClassifier,closest,0.1051710135455661
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,MLPClassifier,closest,0.02008377962327416
Original,original,,KMeans,1,70,TwoDPlanes,MLPClassifier,closest,0.06996376590218978
Decoded,decoded,GNN,KMeans,3,70,TwoDPlanes,MLPClassifier,closest,0.11393985286219384
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,70,TwoDPlanes,MLPClassifier,closest,0.09342949763119054
Encoded,encoded,GNN,KMeans,4,70,TwoDPlanes,MLPClassifier,closest,0.11781391957787746
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,MLPClassifier,closest,0.06845905768919627
Original,original,,KMeans,1,70,TwoDPlanes,MLPClassifier,closest,0.06996376590218978
Decoded,decoded,MLP,Agglo,1,70,TwoDPlanes,XGBClassifier,centroid,0.0437471997277895
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,70,TwoDPlanes,XGBClassifier,centroid,0.0208177061581123
Encoded,encoded,MLP,Agglo,3,70,TwoDPlanes,XGBClassifier,centroid,0.1530378196139139
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,70,TwoDPlanes,XGBClassifier,centroid,0.0661058407246753
Original,original,,Agglo,4,70,TwoDPlanes,XGBClassifier,centroid,0.189491677925116
Decoded,decoded,GNN,Agglo,2,70,TwoDPlanes,XGBClassifier,centroid,0.108579979560128
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,70,TwoDPlanes,XGBClassifier,centroid,0.0426917075461238
Encoded,encoded,GNN,Agglo,3,70,TwoDPlanes,XGBClassifier,centroid,0.1597706333635682
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,70,TwoDPlanes,XGBClassifier,centroid,0.0645452312041829
Original,original,,Agglo,4,70,TwoDPlanes,XGBClassifier,centroid,0.189491677925116
Decoded,decoded,MLP,Agglo,2,70,TwoDPlanes,XGBClassifier,closest,0.0383551323644327
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,70,TwoDPlanes,XGBClassifier,closest,0.0360848576479416
Encoded,encoded,MLP,Agglo,4,70,TwoDPlanes,XGBClassifier,closest,0.1680547068578541
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,70,TwoDPlanes,XGBClassifier,closest,0.044724910951989
Original,original,,Agglo,0,70,TwoDPlanes,XGBClassifier,closest,0.0281020993229557
Decoded,decoded,GNN,Agglo,1,70,TwoDPlanes,XGBClassifier,closest,0.0294755412444712
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,70,TwoDPlanes,XGBClassifier,closest,0.0347475528969306
Encoded,encoded,GNN,Agglo,4,70,TwoDPlanes,XGBClassifier,closest,0.186298930230768
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,70,TwoDPlanes,XGBClassifier,closest,0.0838264192888055
Original,original,,Agglo,0,70,TwoDPlanes,XGBClassifier,closest,0.0281020993229557
Decoded,decoded,MLP,KIP,2,70,TwoDPlanes,XGBClassifier,centroid,0.13929517489042548
Decoded-FT,decoded,MLP-MultiHead,KIP,1,70,TwoDPlanes,XGBClassifier,centroid,0.10540213414656878
Encoded,encoded,MLP,KIP,4,70,TwoDPlanes,XGBClassifier,centroid,0.21882633009309105
Encoded-FT,encoded,MLP-MultiHead,KIP,0,70,TwoDPlanes,XGBClassifier,centroid,0.05437378786322228
Original,original,,KIP,3,70,TwoDPlanes,XGBClassifier,centroid,0.15323049382934864
Decoded,decoded,GNN,KIP,3,70,TwoDPlanes,XGBClassifier,centroid,0.2194395262520196
Decoded-FT,decoded,GNN-MultiHead,KIP,1,70,TwoDPlanes,XGBClassifier,centroid,0.11119946553698426
Encoded,encoded,GNN,KIP,4,70,TwoDPlanes,XGBClassifier,centroid,0.28134734055950544
Encoded-FT,encoded,GNN-MultiHead,KIP,0,70,TwoDPlanes,XGBClassifier,centroid,0.08289131550944831
Original,original,,KIP,2,70,TwoDPlanes,XGBClassifier,centroid,0.15323049382934864
Decoded,decoded,MLP,KMeans,1,70,TwoDPlanes,XGBClassifier,centroid,0.02004552939320008
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,XGBClassifier,centroid,0.015272658106287182
Encoded,encoded,MLP,KMeans,3,70,TwoDPlanes,XGBClassifier,centroid,0.1439401550101061
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,70,TwoDPlanes,XGBClassifier,centroid,0.04898675675950074
Original,original,,KMeans,4,70,TwoDPlanes,XGBClassifier,centroid,0.22746563770949302
Decoded,decoded,GNN,KMeans,2,70,TwoDPlanes,XGBClassifier,centroid,0.10636787995209007
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,70,TwoDPlanes,XGBClassifier,centroid,0.03798238031871034
Encoded,encoded,GNN,KMeans,3,70,TwoDPlanes,XGBClassifier,centroid,0.16222830512138847
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,70,TwoDPlanes,XGBClassifier,centroid,0.0695001879419669
Original,original,,KMeans,4,70,TwoDPlanes,XGBClassifier,centroid,0.22746563770949302
Decoded,decoded,MLP,KMeans,2,70,TwoDPlanes,XGBClassifier,closest,0.02278764083530092
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,70,TwoDPlanes,XGBClassifier,closest,0.0115582388073862
Encoded,encoded,MLP,KMeans,4,70,TwoDPlanes,XGBClassifier,closest,0.15034227349723434
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,70,TwoDPlanes,XGBClassifier,closest,0.04172417209025364
Original,original,,KMeans,1,70,TwoDPlanes,XGBClassifier,closest,0.01471272698947022
Decoded,decoded,GNN,KMeans,2,70,TwoDPlanes,XGBClassifier,closest,0.042109738491358004
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,70,TwoDPlanes,XGBClassifier,closest,0.02216672394121386
Encoded,encoded,GNN,KMeans,4,70,TwoDPlanes,XGBClassifier,closest,0.18235730564239472
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,70,TwoDPlanes,XGBClassifier,closest,0.0723382292316096
Original,original,,KMeans,0,70,TwoDPlanes,XGBClassifier,closest,0.01471272698947022
Decoded,decoded,MLP,Agglo,3,80,Adult,GaussianNB,centroid,0.0648565508137716
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Adult,GaussianNB,centroid,0.0832590119450546
Encoded,encoded,MLP,Agglo,1,80,Adult,GaussianNB,centroid,-0.0845830600604092
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,GaussianNB,centroid,-0.111436101551291
Original,original,,Agglo,2,80,Adult,GaussianNB,centroid,-0.0445088335988291
Decoded,decoded,GNN,Agglo,4,80,Adult,GaussianNB,centroid,0.0371998842802894
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Adult,GaussianNB,centroid,0.0122142685444745
Encoded,encoded,GNN,Agglo,1,80,Adult,GaussianNB,centroid,-0.0762199222543162
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,GaussianNB,centroid,-0.1398670543214806
Original,original,,Agglo,2,80,Adult,GaussianNB,centroid,-0.0445088335988291
Decoded,decoded,MLP,Agglo,3,80,Adult,GaussianNB,closest,-0.0193926637634399
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Adult,GaussianNB,closest,-0.0540765123060509
Encoded,encoded,MLP,Agglo,1,80,Adult,GaussianNB,closest,-0.0824846539753257
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,GaussianNB,closest,-0.1110381984796759
Original,original,,Agglo,4,80,Adult,GaussianNB,closest,-0.0118517298525793
Decoded,decoded,GNN,Agglo,3,80,Adult,GaussianNB,closest,0.0112986682549315
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Adult,GaussianNB,closest,0.0276794059013752
Encoded,encoded,GNN,Agglo,1,80,Adult,GaussianNB,closest,-0.0581357405405124
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,GaussianNB,closest,-0.1440127925801658
Original,original,,Agglo,2,80,Adult,GaussianNB,closest,-0.0118517298525793
Decoded,decoded,MLP,KIP,3,80,Adult,GaussianNB,centroid,0.11513647817117525
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,Adult,GaussianNB,centroid,0.12639365604632977
Encoded,encoded,MLP,KIP,1,80,Adult,GaussianNB,centroid,-0.07919540799626634
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Adult,GaussianNB,centroid,-0.12613766958493336
Original,original,,KIP,2,80,Adult,GaussianNB,centroid,0.08814922419660991
Decoded,decoded,GNN,KIP,4,80,Adult,GaussianNB,centroid,0.19075732926769695
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Adult,GaussianNB,centroid,0.09786144494264619
Encoded,encoded,GNN,KIP,1,80,Adult,GaussianNB,centroid,-0.0402852219717384
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Adult,GaussianNB,centroid,-0.12758287477401403
Original,original,,KIP,2,80,Adult,GaussianNB,centroid,0.08814922419660991
Decoded,decoded,MLP,KMeans,3,80,Adult,GaussianNB,centroid,-0.0023985513946657203
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Adult,GaussianNB,centroid,-0.00211272399622362
Encoded,encoded,MLP,KMeans,1,80,Adult,GaussianNB,centroid,-0.09012521070678461
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,GaussianNB,centroid,-0.11662066308427169
Original,original,,KMeans,2,80,Adult,GaussianNB,centroid,-0.043101417365603266
Decoded,decoded,GNN,KMeans,3,80,Adult,GaussianNB,centroid,0.0014917742667970788
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Adult,GaussianNB,centroid,0.01861414527845002
Encoded,encoded,GNN,KMeans,1,80,Adult,GaussianNB,centroid,-0.08019139230997609
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,GaussianNB,centroid,-0.13767825028239486
Original,original,,KMeans,2,80,Adult,GaussianNB,centroid,-0.043101417365603266
Decoded,decoded,MLP,KMeans,2,80,Adult,GaussianNB,closest,-0.04218620443437748
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Adult,GaussianNB,closest,-0.03178685307305334
Encoded,encoded,MLP,KMeans,1,80,Adult,GaussianNB,closest,-0.09102412589547015
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,GaussianNB,closest,-0.11321129298699954
Original,original,,KMeans,4,80,Adult,GaussianNB,closest,-0.01293012106166878
Decoded,decoded,GNN,KMeans,3,80,Adult,GaussianNB,closest,-0.0324782589764371
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Adult,GaussianNB,closest,-0.03515275295914848
Encoded,encoded,GNN,KMeans,1,80,Adult,GaussianNB,closest,-0.07415230398216538
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,GaussianNB,closest,-0.14080130519667722
Original,original,,KMeans,4,80,Adult,GaussianNB,closest,-0.01293012106166878
Decoded,decoded,MLP,Agglo,4,80,Adult,KNeighborsClassifier,centroid,0.0095957665460649
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Adult,KNeighborsClassifier,centroid,-0.0119481825759043
Encoded,encoded,MLP,Agglo,2,80,Adult,KNeighborsClassifier,centroid,-0.0425886420434738
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,KNeighborsClassifier,centroid,-0.0753748726605162
Original,original,,Agglo,1,80,Adult,KNeighborsClassifier,centroid,-0.046243232685254
Decoded,decoded,GNN,Agglo,3,80,Adult,KNeighborsClassifier,centroid,0.0063665335090808
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Adult,KNeighborsClassifier,centroid,0.0092671550844063
Encoded,encoded,GNN,Agglo,2,80,Adult,KNeighborsClassifier,centroid,0.0005244088417432
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,KNeighborsClassifier,centroid,-0.0743099193203608
Original,original,,Agglo,1,80,Adult,KNeighborsClassifier,centroid,-0.046243232685254
Decoded,decoded,MLP,Agglo,4,80,Adult,KNeighborsClassifier,closest,0.0099346831329913
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Adult,KNeighborsClassifier,closest,-0.0099565137273083
Encoded,encoded,MLP,Agglo,1,80,Adult,KNeighborsClassifier,closest,-0.0240845692816962
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,KNeighborsClassifier,closest,-0.0668140932350785
Original,original,,Agglo,2,80,Adult,KNeighborsClassifier,closest,-0.0208218445875924
Decoded,decoded,GNN,Agglo,2,80,Adult,KNeighborsClassifier,closest,-0.0003957303696517
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Adult,KNeighborsClassifier,closest,0.0035996073747271
Encoded,encoded,GNN,Agglo,4,80,Adult,KNeighborsClassifier,closest,0.025982000471595
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,KNeighborsClassifier,closest,-0.0629181457120307
Original,original,,Agglo,1,80,Adult,KNeighborsClassifier,closest,-0.0208218445875924
Decoded,decoded,MLP,KIP,3,80,Adult,KNeighborsClassifier,centroid,0.0623129229931886
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Adult,KNeighborsClassifier,centroid,0.06202488118258352
Encoded,encoded,MLP,KIP,1,80,Adult,KNeighborsClassifier,centroid,0.04275424269464913
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Adult,KNeighborsClassifier,centroid,-0.0287123976487501
Original,original,,KIP,4,80,Adult,KNeighborsClassifier,centroid,0.3063367300020569
Decoded,decoded,GNN,KIP,3,80,Adult,KNeighborsClassifier,centroid,0.10735502553162572
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Adult,KNeighborsClassifier,centroid,0.10582745342320658
Encoded,encoded,GNN,KIP,1,80,Adult,KNeighborsClassifier,centroid,0.06928912669622689
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Adult,KNeighborsClassifier,centroid,-0.018587842582703122
Original,original,,KIP,4,80,Adult,KNeighborsClassifier,centroid,0.3063367300020569
Decoded,decoded,MLP,KMeans,3,80,Adult,KNeighborsClassifier,centroid,-0.0108083543650544
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Adult,KNeighborsClassifier,centroid,-0.0024943691304006596
Encoded,encoded,MLP,KMeans,2,80,Adult,KNeighborsClassifier,centroid,-0.042313427401951806
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,KNeighborsClassifier,centroid,-0.07505380021155338
Original,original,,KMeans,1,80,Adult,KNeighborsClassifier,centroid,-0.04255703513952808
Decoded,decoded,GNN,KMeans,3,80,Adult,KNeighborsClassifier,centroid,-0.0012245607474253798
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Adult,KNeighborsClassifier,centroid,-9.341053680084018e-05
Encoded,encoded,GNN,KMeans,2,80,Adult,KNeighborsClassifier,centroid,-0.006486520421571901
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,KNeighborsClassifier,centroid,-0.06919776362510449
Original,original,,KMeans,1,80,Adult,KNeighborsClassifier,centroid,-0.04255703513952808
Decoded,decoded,MLP,KMeans,4,80,Adult,KNeighborsClassifier,closest,-0.00611548167443648
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Adult,KNeighborsClassifier,closest,-0.00639980821619506
Encoded,encoded,MLP,KMeans,1,80,Adult,KNeighborsClassifier,closest,-0.028158998862503996
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,KNeighborsClassifier,closest,-0.060174012887644
Original,original,,KMeans,2,80,Adult,KNeighborsClassifier,closest,-0.0173482851661383
Decoded,decoded,GNN,KMeans,2,80,Adult,KNeighborsClassifier,closest,-0.00961761069975736
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Adult,KNeighborsClassifier,closest,-0.00417156894583054
Encoded,encoded,GNN,KMeans,4,80,Adult,KNeighborsClassifier,closest,0.007920071821299241
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,KNeighborsClassifier,closest,-0.05348084758570576
Original,original,,KMeans,1,80,Adult,KNeighborsClassifier,closest,-0.0173482851661383
Decoded,decoded,MLP,Agglo,4,80,Adult,LogisticRegression,centroid,0.147759024794233
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Adult,LogisticRegression,centroid,0.103926475043038
Encoded,encoded,MLP,Agglo,3,80,Adult,LogisticRegression,centroid,0.1384245041529946
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Adult,LogisticRegression,centroid,0.058673089432306
Original,original,,Agglo,0,80,Adult,LogisticRegression,centroid,0.0536975498050333
Decoded,decoded,GNN,Agglo,4,80,Adult,LogisticRegression,centroid,0.0780559718954833
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Adult,LogisticRegression,centroid,0.0752899229015424
Encoded,encoded,GNN,Agglo,2,80,Adult,LogisticRegression,centroid,0.0559376629739746
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,LogisticRegression,centroid,0.0390454756479575
Original,original,,Agglo,1,80,Adult,LogisticRegression,centroid,0.0536975498050333
Decoded,decoded,MLP,Agglo,4,80,Adult,LogisticRegression,closest,0.0710192617616212
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Adult,LogisticRegression,closest,0.0451367461153415
Encoded,encoded,MLP,Agglo,2,80,Adult,LogisticRegression,closest,0.0606906912906707
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,LogisticRegression,closest,0.0215719580727694
Original,original,,Agglo,3,80,Adult,LogisticRegression,closest,0.0652825778498609
Decoded,decoded,GNN,Agglo,2,80,Adult,LogisticRegression,closest,0.0566852387365862
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Adult,LogisticRegression,closest,0.0302665175125115
Encoded,encoded,GNN,Agglo,4,80,Adult,LogisticRegression,closest,0.0997600674542259
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,LogisticRegression,closest,0.0094123217987826
Original,original,,Agglo,3,80,Adult,LogisticRegression,closest,0.0652825778498609
Decoded,decoded,MLP,KIP,2,80,Adult,LogisticRegression,centroid,0.07774877558094272
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Adult,LogisticRegression,centroid,0.0795780363971242
Encoded,encoded,MLP,KIP,1,80,Adult,LogisticRegression,centroid,0.061452047194306615
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Adult,LogisticRegression,centroid,0.01646360875752228
Original,original,,KIP,4,80,Adult,LogisticRegression,centroid,0.08274882568488817
Decoded,decoded,GNN,KIP,3,80,Adult,LogisticRegression,centroid,0.09835441838064168
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Adult,LogisticRegression,centroid,0.11591814795402555
Encoded,encoded,GNN,KIP,1,80,Adult,LogisticRegression,centroid,0.0649137007776194
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Adult,LogisticRegression,centroid,0.014514297643203661
Original,original,,KIP,2,80,Adult,LogisticRegression,centroid,0.08274882568488817
Decoded,decoded,MLP,KMeans,3,80,Adult,LogisticRegression,centroid,0.08319130887625929
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Adult,LogisticRegression,centroid,0.07643718499478318
Encoded,encoded,MLP,KMeans,4,80,Adult,LogisticRegression,centroid,0.14475723206884034
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Adult,LogisticRegression,centroid,0.05839469821833476
Original,original,,KMeans,0,80,Adult,LogisticRegression,centroid,0.048788371453099624
Decoded,decoded,GNN,KMeans,4,80,Adult,LogisticRegression,centroid,0.0803928946007801
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Adult,LogisticRegression,centroid,0.06629920868753861
Encoded,encoded,GNN,KMeans,1,80,Adult,LogisticRegression,centroid,0.04694218110503652
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,LogisticRegression,centroid,0.035002329989066036
Original,original,,KMeans,2,80,Adult,LogisticRegression,centroid,0.048788371453099624
Decoded,decoded,MLP,KMeans,3,80,Adult,LogisticRegression,closest,0.06775629366239853
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Adult,LogisticRegression,closest,0.06483901166637686
Encoded,encoded,MLP,KMeans,2,80,Adult,LogisticRegression,closest,0.06726653226361094
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,LogisticRegression,closest,0.05552684796577049
Original,original,,KMeans,4,80,Adult,LogisticRegression,closest,0.07594387586321154
Decoded,decoded,GNN,KMeans,2,80,Adult,LogisticRegression,closest,0.051799214009137784
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Adult,LogisticRegression,closest,0.050308879931589646
Encoded,encoded,GNN,KMeans,3,80,Adult,LogisticRegression,closest,0.053827608444076955
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,LogisticRegression,closest,0.01314792259394782
Original,original,,KMeans,4,80,Adult,LogisticRegression,closest,0.07594387586321154
Decoded,decoded,MLP,Agglo,4,80,Adult,MLPClassifier,centroid,0.0899807653079346
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Adult,MLPClassifier,centroid,0.0499567569036799
Encoded,encoded,MLP,Agglo,1,80,Adult,MLPClassifier,centroid,0.0112779360808407
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,MLPClassifier,centroid,-0.0166695193388524
Original,original,,Agglo,2,80,Adult,MLPClassifier,centroid,0.0422116041977415
Decoded,decoded,GNN,Agglo,4,80,Adult,MLPClassifier,centroid,0.0431538723498463
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Adult,MLPClassifier,centroid,0.0306358609584598
Encoded,encoded,GNN,Agglo,1,80,Adult,MLPClassifier,centroid,-0.0049599073173699
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,MLPClassifier,centroid,-0.0373851717377592
Original,original,,Agglo,3,80,Adult,MLPClassifier,centroid,0.0422116041977415
Decoded,decoded,MLP,Agglo,4,80,Adult,MLPClassifier,closest,0.030115158010136
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Adult,MLPClassifier,closest,0.0083556705115697
Encoded,encoded,MLP,Agglo,1,80,Adult,MLPClassifier,closest,-0.0001197531430767
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,MLPClassifier,closest,-0.0321287046905218
Original,original,,Agglo,3,80,Adult,MLPClassifier,closest,0.0161279383754528
Decoded,decoded,GNN,Agglo,3,80,Adult,MLPClassifier,closest,0.0175333964532192
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Adult,MLPClassifier,closest,0.0105424784554313
Encoded,encoded,GNN,Agglo,4,80,Adult,MLPClassifier,closest,0.0321023773822029
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,MLPClassifier,closest,-0.0421947310849286
Original,original,,Agglo,2,80,Adult,MLPClassifier,closest,0.0161279383754528
Decoded,decoded,MLP,KIP,3,80,Adult,MLPClassifier,centroid,0.03552691021856062
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,Adult,MLPClassifier,centroid,0.044344194956541225
Encoded,encoded,MLP,KIP,2,80,Adult,MLPClassifier,centroid,0.009836591452632559
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Adult,MLPClassifier,centroid,-0.03559496729537718
Original,original,,KIP,1,80,Adult,MLPClassifier,centroid,0.004833352405859681
Decoded,decoded,GNN,KIP,3,80,Adult,MLPClassifier,centroid,0.06716150188561958
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Adult,MLPClassifier,centroid,0.07148138642888312
Encoded,encoded,GNN,KIP,2,80,Adult,MLPClassifier,centroid,0.0266903625572364
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Adult,MLPClassifier,centroid,-0.036091850923356386
Original,original,,KIP,1,80,Adult,MLPClassifier,centroid,0.004833352405859681
Decoded,decoded,MLP,KMeans,3,80,Adult,MLPClassifier,centroid,0.02683199165824816
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Adult,MLPClassifier,centroid,0.02340298120985208
Encoded,encoded,MLP,KMeans,1,80,Adult,MLPClassifier,centroid,-0.0006894340764528002
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,MLPClassifier,centroid,-0.01665692687567126
Original,original,,KMeans,4,80,Adult,MLPClassifier,centroid,0.02856531335766868
Decoded,decoded,GNN,KMeans,4,80,Adult,MLPClassifier,centroid,0.03484560412407762
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Adult,MLPClassifier,centroid,0.0142075680441101
Encoded,encoded,GNN,KMeans,1,80,Adult,MLPClassifier,centroid,-0.00676090529962142
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,MLPClassifier,centroid,-0.04668926875933964
Original,original,,KMeans,3,80,Adult,MLPClassifier,centroid,0.02856531335766868
Decoded,decoded,MLP,KMeans,3,80,Adult,MLPClassifier,closest,0.0152534515527958
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Adult,MLPClassifier,closest,0.011954265591855999
Encoded,encoded,MLP,KMeans,1,80,Adult,MLPClassifier,closest,-0.0008728586000975799
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,MLPClassifier,closest,-0.021936779925959177
Original,original,,KMeans,4,80,Adult,MLPClassifier,closest,0.0182789516846621
Decoded,decoded,GNN,KMeans,2,80,Adult,MLPClassifier,closest,0.012912947277825298
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Adult,MLPClassifier,closest,0.013216899663345261
Encoded,encoded,GNN,KMeans,1,80,Adult,MLPClassifier,closest,0.010319464488104939
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,MLPClassifier,closest,-0.045215005147612425
Original,original,,KMeans,4,80,Adult,MLPClassifier,closest,0.0182789516846621
Decoded,decoded,MLP,Agglo,3,80,Adult,XGBClassifier,centroid,0.1343698346825614
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Adult,XGBClassifier,centroid,0.1006380933645384
Encoded,encoded,MLP,Agglo,2,80,Adult,XGBClassifier,centroid,0.1101587822180162
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,XGBClassifier,centroid,0.0750811976913333
Original,original,,Agglo,4,80,Adult,XGBClassifier,centroid,0.3085803263791028
Decoded,decoded,GNN,Agglo,3,80,Adult,XGBClassifier,centroid,0.1531345870489265
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Adult,XGBClassifier,centroid,0.132954395617886
Encoded,encoded,GNN,Agglo,1,80,Adult,XGBClassifier,centroid,0.1202489082453206
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,XGBClassifier,centroid,0.0585523637583824
Original,original,,Agglo,4,80,Adult,XGBClassifier,centroid,0.3085803263791028
Decoded,decoded,MLP,Agglo,2,80,Adult,XGBClassifier,closest,0.1127084276156114
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Adult,XGBClassifier,closest,0.1153254864207755
Encoded,encoded,MLP,Agglo,1,80,Adult,XGBClassifier,closest,0.0914156724654119
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Adult,XGBClassifier,closest,0.0655979742028532
Original,original,,Agglo,4,80,Adult,XGBClassifier,closest,0.1193057267750353
Decoded,decoded,GNN,Agglo,1,80,Adult,XGBClassifier,closest,0.0997548079793953
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Adult,XGBClassifier,closest,0.118619164867915
Encoded,encoded,GNN,Agglo,2,80,Adult,XGBClassifier,closest,0.1169121264413632
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Adult,XGBClassifier,closest,0.0564169592006419
Original,original,,Agglo,4,80,Adult,XGBClassifier,closest,0.1193057267750353
Decoded,decoded,MLP,KIP,4,80,Adult,XGBClassifier,centroid,0.1324668730090841
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Adult,XGBClassifier,centroid,0.12911027942311823
Encoded,encoded,MLP,KIP,2,80,Adult,XGBClassifier,centroid,0.12286440296243129
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Adult,XGBClassifier,centroid,0.061176309400866366
Original,original,,KIP,1,80,Adult,XGBClassifier,centroid,0.12282059637222512
Decoded,decoded,GNN,KIP,3,80,Adult,XGBClassifier,centroid,0.16673099837619776
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Adult,XGBClassifier,centroid,0.18054039242241776
Encoded,encoded,GNN,KIP,2,80,Adult,XGBClassifier,centroid,0.1411037187405939
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Adult,XGBClassifier,centroid,0.0618079706048444
Original,original,,KIP,1,80,Adult,XGBClassifier,centroid,0.12282059637222512
Decoded,decoded,MLP,KMeans,1,80,Adult,XGBClassifier,centroid,0.09568530548367454
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Adult,XGBClassifier,centroid,0.10074540920453696
Encoded,encoded,MLP,KMeans,3,80,Adult,XGBClassifier,centroid,0.10103221930454465
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,XGBClassifier,centroid,0.08209274981532555
Original,original,,KMeans,4,80,Adult,XGBClassifier,centroid,0.3611520781607537
Decoded,decoded,GNN,KMeans,1,80,Adult,XGBClassifier,centroid,0.11043534693503913
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Adult,XGBClassifier,centroid,0.11104349831936315
Encoded,encoded,GNN,KMeans,3,80,Adult,XGBClassifier,centroid,0.11282407313384742
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,XGBClassifier,centroid,0.0565728708927154
Original,original,,KMeans,4,80,Adult,XGBClassifier,centroid,0.3611520781607537
Decoded,decoded,MLP,KMeans,2,80,Adult,XGBClassifier,closest,0.10864485410483696
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Adult,XGBClassifier,closest,0.1134847609021636
Encoded,encoded,MLP,KMeans,1,80,Adult,XGBClassifier,closest,0.09759944614308316
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Adult,XGBClassifier,closest,0.07404421943670407
Original,original,,KMeans,4,80,Adult,XGBClassifier,closest,0.13205955538069028
Decoded,decoded,GNN,KMeans,1,80,Adult,XGBClassifier,closest,0.09408081788468003
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Adult,XGBClassifier,closest,0.10790961147264648
Encoded,encoded,GNN,KMeans,3,80,Adult,XGBClassifier,closest,0.12522735202014398
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Adult,XGBClassifier,closest,0.05808810847496262
Original,original,,KMeans,4,80,Adult,XGBClassifier,closest,0.13205955538069028
Decoded,decoded,MLP,Agglo,4,80,AmazonEmployeeAccess,GaussianNB,centroid,0.0463203482102706
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0047426332019249
Encoded,encoded,MLP,Agglo,3,80,AmazonEmployeeAccess,GaussianNB,centroid,0.0322881786338478
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,AmazonEmployeeAccess,GaussianNB,centroid,0.0075621642938946
Original,original,,Agglo,0,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0274771490647889
Decoded,decoded,GNN,Agglo,3,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0198684170315686
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0053545624014983
Encoded,encoded,GNN,Agglo,0,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0803184360224748
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0780337063118206
Original,original,,Agglo,2,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0274771490647889
Decoded,decoded,MLP,Agglo,1,80,AmazonEmployeeAccess,GaussianNB,closest,-0.019682146074267
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,AmazonEmployeeAccess,GaussianNB,closest,0.0634638248703742
Encoded,encoded,MLP,Agglo,3,80,AmazonEmployeeAccess,GaussianNB,closest,0.0361096437422416
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,AmazonEmployeeAccess,GaussianNB,closest,-0.0255271249805362
Original,original,,Agglo,2,80,AmazonEmployeeAccess,GaussianNB,closest,0.0022781811223114
Decoded,decoded,GNN,Agglo,3,80,AmazonEmployeeAccess,GaussianNB,closest,-0.0165395512907269
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,AmazonEmployeeAccess,GaussianNB,closest,-0.0259767947133975
Encoded,encoded,GNN,Agglo,0,80,AmazonEmployeeAccess,GaussianNB,closest,-0.1005950483940679
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,AmazonEmployeeAccess,GaussianNB,closest,-0.0414962214645264
Original,original,,Agglo,4,80,AmazonEmployeeAccess,GaussianNB,closest,0.0022781811223114
Decoded,decoded,MLP,KIP,2,80,AmazonEmployeeAccess,GaussianNB,centroid,0.005184008056218761
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.008067133217205199
Encoded,encoded,MLP,KIP,4,80,AmazonEmployeeAccess,GaussianNB,centroid,0.02449637717540456
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0235915077906373
Original,original,,KIP,3,80,AmazonEmployeeAccess,GaussianNB,centroid,0.013989822038473538
Decoded,decoded,GNN,KIP,3,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.011476910405124899
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.01745649918288176
Encoded,encoded,GNN,KIP,0,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.042326291418002364
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.021019804386390083
Original,original,,KIP,4,80,AmazonEmployeeAccess,GaussianNB,centroid,0.013989822038473538
Decoded,decoded,MLP,KMeans,2,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.021726469830653558
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.048560693044380626
Encoded,encoded,MLP,KMeans,4,80,AmazonEmployeeAccess,GaussianNB,centroid,0.01754235845226288
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.025536729576772076
Original,original,,KMeans,3,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.008782675636777499
Decoded,decoded,GNN,KMeans,4,80,AmazonEmployeeAccess,GaussianNB,centroid,0.013326813849827618
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.025421183373570817
Encoded,encoded,GNN,KMeans,0,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.10001950024084265
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.0765656583295862
Original,original,,KMeans,3,80,AmazonEmployeeAccess,GaussianNB,centroid,-0.008782675636777499
Decoded,decoded,MLP,KMeans,3,80,AmazonEmployeeAccess,GaussianNB,closest,0.0361880812781679
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,AmazonEmployeeAccess,GaussianNB,closest,-0.0019474046489157404
Encoded,encoded,MLP,KMeans,2,80,AmazonEmployeeAccess,GaussianNB,closest,0.004983475728748601
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,GaussianNB,closest,-0.034602013181580765
Original,original,,KMeans,4,80,AmazonEmployeeAccess,GaussianNB,closest,0.038933977132329316
Decoded,decoded,GNN,KMeans,3,80,AmazonEmployeeAccess,GaussianNB,closest,-0.039627690924093226
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,AmazonEmployeeAccess,GaussianNB,closest,-0.054821871120871
Encoded,encoded,GNN,KMeans,0,80,AmazonEmployeeAccess,GaussianNB,closest,-0.07353511716879794
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,GaussianNB,closest,-0.07005054054958673
Original,original,,KMeans,4,80,AmazonEmployeeAccess,GaussianNB,closest,0.038933977132329316
Decoded,decoded,MLP,Agglo,3,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0733699425613836
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.071794483368049
Encoded,encoded,MLP,Agglo,4,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.117609669885754
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0367058006690652
Original,original,,Agglo,1,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0586492457236634
Decoded,decoded,GNN,Agglo,3,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0763397083885627
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.047557912011614
Encoded,encoded,GNN,Agglo,2,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0740806665404279
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.089145363883103
Original,original,,Agglo,1,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0586492457236634
Decoded,decoded,MLP,Agglo,1,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0687344568579183
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1043520797828695
Encoded,encoded,MLP,Agglo,3,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1017345199772771
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.048894148835448
Original,original,,Agglo,2,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0741298996402198
Decoded,decoded,GNN,Agglo,1,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0473773906457111
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0288499652843528
Encoded,encoded,GNN,Agglo,3,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0806463422331629
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0851417029602981
Original,original,,Agglo,2,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0741298996402198
Decoded,decoded,MLP,KIP,4,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14093833238654302
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.12909575206715904
Encoded,encoded,MLP,KIP,2,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11526895158745194
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07546790380609739
Original,original,,KIP,1,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09947648803888154
Decoded,decoded,GNN,KIP,3,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10418923183740456
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.14111127942940105
Encoded,encoded,GNN,KIP,0,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07942561383576345
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08992211071135527
Original,original,,KIP,2,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09947648803888154
Decoded,decoded,MLP,KMeans,1,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08038237707504894
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09730909549958974
Encoded,encoded,MLP,KMeans,4,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10186126364956138
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0074116013381304415
Original,original,,KMeans,2,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08658549517136911
Decoded,decoded,GNN,KMeans,3,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06136148456731681
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.03758858801994572
Encoded,encoded,GNN,KMeans,2,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.05512036861705486
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.042113362368238406
Original,original,,KMeans,4,80,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08658549517136911
Decoded,decoded,MLP,KMeans,2,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.051086915356940044
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06366016537271985
Encoded,encoded,MLP,KMeans,4,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.10030511897999125
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05056592817016986
Original,original,,KMeans,0,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.038716657198762855
Decoded,decoded,GNN,KMeans,0,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.024268635990658337
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.029988764754150098
Encoded,encoded,GNN,KMeans,4,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06091119106229884
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05013520166635107
Original,original,,KMeans,2,80,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.038716657198762855
Decoded,decoded,MLP,Agglo,4,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.1176066327856895
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.1149675188432862
Encoded,encoded,MLP,Agglo,2,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.0991571058398378
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.0443226795820594
Original,original,,Agglo,0,80,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0254835448179923
Decoded,decoded,GNN,Agglo,3,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.1224320214194882
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.1485063649782171
Encoded,encoded,GNN,Agglo,1,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.0605233391050643
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.0813660799769046
Original,original,,Agglo,0,80,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0254835448179923
Decoded,decoded,MLP,Agglo,2,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0922546604440123
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,AmazonEmployeeAccess,LogisticRegression,closest,0.113822966039611
Encoded,encoded,MLP,Agglo,3,80,AmazonEmployeeAccess,LogisticRegression,closest,0.1113077601574271
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0797712427275868
Original,original,,Agglo,0,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0711328070860081
Decoded,decoded,GNN,Agglo,1,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0609001728964531
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,AmazonEmployeeAccess,LogisticRegression,closest,0.04661178518941
Encoded,encoded,GNN,Agglo,3,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0838704279362856
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0957004541805236
Original,original,,Agglo,2,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0711328070860081
Decoded,decoded,MLP,KIP,1,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.06755978404230241
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.0906867763912991
Encoded,encoded,MLP,KIP,4,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.13776558000149455
Encoded-FT,encoded,MLP-MultiHead,KIP,3,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.12398687596483819
Original,original,,KIP,0,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.05319219736893368
Decoded,decoded,GNN,KIP,1,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.066204970757059
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.08379659406122711
Encoded,encoded,GNN,KIP,3,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.08042872188835874
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.07180919180648367
Original,original,,KIP,0,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.05319219736893368
Decoded,decoded,MLP,KMeans,4,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.1248764591930519
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.10260379375822719
Encoded,encoded,MLP,KMeans,2,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.10062203123632776
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.06565441020082687
Original,original,,KMeans,0,80,AmazonEmployeeAccess,LogisticRegression,centroid,-0.01520837311910434
Decoded,decoded,GNN,KMeans,4,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.11192678949745058
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.10175955832524838
Encoded,encoded,GNN,KMeans,2,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.07092497366953716
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,LogisticRegression,centroid,0.05876614397477892
Original,original,,KMeans,0,80,AmazonEmployeeAccess,LogisticRegression,centroid,-0.01520837311910434
Decoded,decoded,MLP,KMeans,1,80,AmazonEmployeeAccess,LogisticRegression,closest,0.05348957671346002
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,LogisticRegression,closest,0.03605839518623566
Encoded,encoded,MLP,KMeans,4,80,AmazonEmployeeAccess,LogisticRegression,closest,0.13102025513563773
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,AmazonEmployeeAccess,LogisticRegression,closest,0.09961160571433314
Original,original,,KMeans,2,80,AmazonEmployeeAccess,LogisticRegression,closest,0.05363890508706456
Decoded,decoded,GNN,KMeans,0,80,AmazonEmployeeAccess,LogisticRegression,closest,0.030773524807479403
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,LogisticRegression,closest,0.03569842311025832
Encoded,encoded,GNN,KMeans,3,80,AmazonEmployeeAccess,LogisticRegression,closest,0.0662309020315173
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,AmazonEmployeeAccess,LogisticRegression,closest,0.06778767268089138
Original,original,,KMeans,2,80,AmazonEmployeeAccess,LogisticRegression,closest,0.05363890508706456
Decoded,decoded,MLP,Agglo,3,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.0111979058035581
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.0386281590916396
Encoded,encoded,MLP,Agglo,2,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0029890715277773
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0759789021197037
Original,original,,Agglo,0,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1548155781846333
Decoded,decoded,GNN,Agglo,3,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.0418456337057305
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.0683499655001924
Encoded,encoded,GNN,Agglo,1,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0691090296493192
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0288629013893609
Original,original,,Agglo,0,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1548155781846333
Decoded,decoded,MLP,Agglo,4,80,AmazonEmployeeAccess,MLPClassifier,closest,0.0051985636591541
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0008431766629488
Encoded,encoded,MLP,Agglo,1,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.02925611029544
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0847546410618144
Original,original,,Agglo,2,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0279376637373172
Decoded,decoded,GNN,Agglo,0,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0450822558839438
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0364583297716584
Encoded,encoded,GNN,Agglo,4,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0182435255589209
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0337373241415907
Original,original,,Agglo,3,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0279376637373172
Decoded,decoded,MLP,KIP,2,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.014696986378559563
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.01771956614355058
Encoded,encoded,MLP,KIP,4,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.029391374159131234
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.00116636019166712
Original,original,,KIP,0,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.09050109859149155
Decoded,decoded,GNN,KIP,2,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.00782793451806602
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.02183191584372022
Encoded,encoded,GNN,KIP,3,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.01058559405659604
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.0006560776078126989
Original,original,,KIP,0,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.09050109859149155
Decoded,decoded,MLP,KMeans,4,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.021786371994772617
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.00101769303309052
Encoded,encoded,MLP,KMeans,2,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.03571499397877494
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1186430941916548
Original,original,,KMeans,1,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11713426613883222
Decoded,decoded,GNN,KMeans,4,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.03110508114806046
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,AmazonEmployeeAccess,MLPClassifier,centroid,0.012657086957978559
Encoded,encoded,GNN,KMeans,1,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.056610457168608644
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.05217642839118748
Original,original,,KMeans,0,80,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11713426613883222
Decoded,decoded,MLP,KMeans,4,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.0360324332382566
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.05978252470206731
Encoded,encoded,MLP,KMeans,3,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.04364099137880934
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.11769104994984025
Original,original,,KMeans,2,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.047165647628745096
Decoded,decoded,GNN,KMeans,2,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.04756719940204892
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.048843247782472766
Encoded,encoded,GNN,KMeans,0,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.05294616046889654
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.03849549382593634
Original,original,,KMeans,3,80,AmazonEmployeeAccess,MLPClassifier,closest,-0.047165647628745096
Decoded,decoded,MLP,Agglo,3,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3554895186010604
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3486805074883434
Encoded,encoded,MLP,Agglo,1,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3365813563447452
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.291467795179165
Original,original,,Agglo,4,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,2,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3605029816461425
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3695796031063885
Encoded,encoded,GNN,Agglo,0,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.2657239999695751
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.2991543762502758
Original,original,,Agglo,4,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,3,80,AmazonEmployeeAccess,XGBClassifier,closest,0.3347582356565327
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,AmazonEmployeeAccess,XGBClassifier,closest,0.3428859786568902
Encoded,encoded,MLP,Agglo,2,80,AmazonEmployeeAccess,XGBClassifier,closest,0.3067382730792342
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2981703189296499
Original,original,,Agglo,1,80,AmazonEmployeeAccess,XGBClassifier,closest,0.298951384716021
Decoded,decoded,GNN,Agglo,1,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2848318260300751
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2913689140570925
Encoded,encoded,GNN,Agglo,3,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2919712331997172
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2641295418761553
Original,original,,Agglo,4,80,AmazonEmployeeAccess,XGBClassifier,closest,0.298951384716021
Decoded,decoded,MLP,KIP,2,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33742251142837587
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33974716857710074
Encoded,encoded,MLP,KIP,1,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33701006305573095
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3256307474652204
Original,original,,KIP,3,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33903636543420224
Decoded,decoded,GNN,KIP,1,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3222907523332142
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33421904830723137
Encoded,encoded,GNN,KIP,0,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.31377528124072995
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33020228795704004
Original,original,,KIP,4,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.33903636543420224
Decoded,decoded,MLP,KMeans,3,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3546545435875593
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3443495143415659
Encoded,encoded,MLP,KMeans,1,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.32429100333913946
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.29378123312365473
Original,original,,KMeans,4,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,KMeans,3,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3434922910755985
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.34115337222657477
Encoded,encoded,GNN,KMeans,0,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.2809025374417173
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.29278395996075185
Original,original,,KMeans,4,80,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,KMeans,3,80,AmazonEmployeeAccess,XGBClassifier,closest,0.3035204531797887
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,AmazonEmployeeAccess,XGBClassifier,closest,0.29081603547550416
Encoded,encoded,MLP,KMeans,4,80,AmazonEmployeeAccess,XGBClassifier,closest,0.3311372850286376
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,AmazonEmployeeAccess,XGBClassifier,closest,0.28382675647100886
Original,original,,KMeans,1,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2885116299412038
Decoded,decoded,GNN,KMeans,2,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2842617383301261
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2983251059168943
Encoded,encoded,GNN,KMeans,1,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2761042359151448
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2669734199937629
Original,original,,KMeans,3,80,AmazonEmployeeAccess,XGBClassifier,closest,0.2885116299412038
Decoded,decoded,MLP,Agglo,2,80,BankMarketing,GaussianNB,centroid,0.0859642826056828
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,BankMarketing,GaussianNB,centroid,0.1243335518437423
Encoded,encoded,MLP,Agglo,1,80,BankMarketing,GaussianNB,centroid,0.0613171332239455
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,BankMarketing,GaussianNB,centroid,-0.0462459533723037
Original,original,,Agglo,3,80,BankMarketing,GaussianNB,centroid,0.113725610328144
Decoded,decoded,GNN,Agglo,2,80,BankMarketing,GaussianNB,centroid,0.0997883183481143
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,BankMarketing,GaussianNB,centroid,0.1467389935629514
Encoded,encoded,GNN,Agglo,1,80,BankMarketing,GaussianNB,centroid,-0.0299413261996139
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,GaussianNB,centroid,-0.1045238723971868
Original,original,,Agglo,3,80,BankMarketing,GaussianNB,centroid,0.113725610328144
Decoded,decoded,MLP,Agglo,1,80,BankMarketing,GaussianNB,closest,0.0120721723533129
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,BankMarketing,GaussianNB,closest,0.1512558408333067
Encoded,encoded,MLP,Agglo,3,80,BankMarketing,GaussianNB,closest,0.0632367454487266
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,BankMarketing,GaussianNB,closest,-0.0392208265407818
Original,original,,Agglo,2,80,BankMarketing,GaussianNB,closest,0.0541048169542084
Decoded,decoded,GNN,Agglo,3,80,BankMarketing,GaussianNB,closest,0.1178617457985101
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,BankMarketing,GaussianNB,closest,0.2254214450170422
Encoded,encoded,GNN,Agglo,1,80,BankMarketing,GaussianNB,closest,-0.0270236157665054
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,GaussianNB,closest,-0.1079074209050985
Original,original,,Agglo,2,80,BankMarketing,GaussianNB,closest,0.0541048169542084
Decoded,decoded,MLP,KIP,3,80,BankMarketing,GaussianNB,centroid,0.19265631238574032
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,BankMarketing,GaussianNB,centroid,0.14607524426307078
Encoded,encoded,MLP,KIP,1,80,BankMarketing,GaussianNB,centroid,0.08293072385463549
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,BankMarketing,GaussianNB,centroid,-0.01960602440708742
Original,original,,KIP,4,80,BankMarketing,GaussianNB,centroid,0.20495299424307784
Decoded,decoded,GNN,KIP,3,80,BankMarketing,GaussianNB,centroid,0.12823174612104743
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,BankMarketing,GaussianNB,centroid,0.10866442618631486
Encoded,encoded,GNN,KIP,1,80,BankMarketing,GaussianNB,centroid,0.030868318931332385
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,BankMarketing,GaussianNB,centroid,-0.08642970830406808
Original,original,,KIP,4,80,BankMarketing,GaussianNB,centroid,0.20495299424307784
Decoded,decoded,MLP,KMeans,1,80,BankMarketing,GaussianNB,centroid,-0.006258990358197522
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,BankMarketing,GaussianNB,centroid,0.024816842277655096
Encoded,encoded,MLP,KMeans,3,80,BankMarketing,GaussianNB,centroid,0.048421121154276894
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,BankMarketing,GaussianNB,centroid,-0.04703035222984442
Original,original,,KMeans,4,80,BankMarketing,GaussianNB,centroid,0.05029080637704776
Decoded,decoded,GNN,KMeans,3,80,BankMarketing,GaussianNB,centroid,0.14624873691312387
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,GaussianNB,centroid,0.1766633534185195
Encoded,encoded,GNN,KMeans,1,80,BankMarketing,GaussianNB,centroid,-0.04254525794365846
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,GaussianNB,centroid,-0.12098081374533079
Original,original,,KMeans,2,80,BankMarketing,GaussianNB,centroid,0.05029080637704776
Decoded,decoded,MLP,KMeans,1,80,BankMarketing,GaussianNB,closest,-0.04180430588727716
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,BankMarketing,GaussianNB,closest,0.05570816592200809
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,GaussianNB,closest,0.057831492097174066
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,BankMarketing,GaussianNB,closest,-0.04557669590170006
Original,original,,KMeans,2,80,BankMarketing,GaussianNB,closest,0.0247263551094101
Decoded,decoded,GNN,KMeans,4,80,BankMarketing,GaussianNB,closest,0.13832892998776267
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,BankMarketing,GaussianNB,closest,0.136793181297021
Encoded,encoded,GNN,KMeans,1,80,BankMarketing,GaussianNB,closest,-0.03903787868857812
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,GaussianNB,closest,-0.11487943954510164
Original,original,,KMeans,2,80,BankMarketing,GaussianNB,closest,0.0247263551094101
Decoded,decoded,MLP,Agglo,4,80,BankMarketing,KNeighborsClassifier,centroid,-0.0373399899080235
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,KNeighborsClassifier,centroid,-0.0955172654099446
Encoded,encoded,MLP,Agglo,3,80,BankMarketing,KNeighborsClassifier,centroid,-0.0660329176523119
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,BankMarketing,KNeighborsClassifier,centroid,-0.1534415962357702
Original,original,,Agglo,0,80,BankMarketing,KNeighborsClassifier,centroid,-0.164286921856872
Decoded,decoded,GNN,Agglo,3,80,BankMarketing,KNeighborsClassifier,centroid,-0.1080991659278359
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,BankMarketing,KNeighborsClassifier,centroid,-0.0618812695757886
Encoded,encoded,GNN,Agglo,2,80,BankMarketing,KNeighborsClassifier,centroid,-0.1224936215353999
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,KNeighborsClassifier,centroid,-0.2211752764646592
Original,original,,Agglo,1,80,BankMarketing,KNeighborsClassifier,centroid,-0.164286921856872
Decoded,decoded,MLP,Agglo,2,80,BankMarketing,KNeighborsClassifier,closest,-0.0617615725415648
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,BankMarketing,KNeighborsClassifier,closest,-0.0895769371238898
Encoded,encoded,MLP,Agglo,4,80,BankMarketing,KNeighborsClassifier,closest,-0.0233760887267977
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,BankMarketing,KNeighborsClassifier,closest,-0.100927184196636
Original,original,,Agglo,3,80,BankMarketing,KNeighborsClassifier,closest,-0.0597236579413658
Decoded,decoded,GNN,Agglo,2,80,BankMarketing,KNeighborsClassifier,closest,-0.0903578715479825
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,BankMarketing,KNeighborsClassifier,closest,-0.0703934709300748
Encoded,encoded,GNN,Agglo,1,80,BankMarketing,KNeighborsClassifier,closest,-0.0928813495889002
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,KNeighborsClassifier,closest,-0.2167514870178725
Original,original,,Agglo,4,80,BankMarketing,KNeighborsClassifier,closest,-0.0597236579413658
Decoded,decoded,MLP,KIP,2,80,BankMarketing,KNeighborsClassifier,centroid,0.06409818125034678
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,BankMarketing,KNeighborsClassifier,centroid,0.03734815253596398
Encoded,encoded,MLP,KIP,3,80,BankMarketing,KNeighborsClassifier,centroid,0.06787463881177948
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,BankMarketing,KNeighborsClassifier,centroid,-0.05050795420668926
Original,original,,KIP,4,80,BankMarketing,KNeighborsClassifier,centroid,0.13075813713989257
Decoded,decoded,GNN,KIP,3,80,BankMarketing,KNeighborsClassifier,centroid,0.10967619855124648
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,BankMarketing,KNeighborsClassifier,centroid,0.07080244117423112
Encoded,encoded,GNN,KIP,1,80,BankMarketing,KNeighborsClassifier,centroid,0.0022840839724702798
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,BankMarketing,KNeighborsClassifier,centroid,-0.14785835872459094
Original,original,,KIP,4,80,BankMarketing,KNeighborsClassifier,centroid,0.13075813713989257
Decoded,decoded,MLP,KMeans,3,80,BankMarketing,KNeighborsClassifier,centroid,-0.07532240767196677
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,BankMarketing,KNeighborsClassifier,centroid,-0.08259563180030786
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,KNeighborsClassifier,centroid,-0.05958624832714512
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,BankMarketing,KNeighborsClassifier,centroid,-0.17906363365351471
Original,original,,KMeans,0,80,BankMarketing,KNeighborsClassifier,centroid,-0.18690617688317945
Decoded,decoded,GNN,KMeans,3,80,BankMarketing,KNeighborsClassifier,centroid,-0.09607587307855599
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,KNeighborsClassifier,centroid,-0.04780496287778766
Encoded,encoded,GNN,KMeans,2,80,BankMarketing,KNeighborsClassifier,centroid,-0.14115419559076128
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,KNeighborsClassifier,centroid,-0.2425053202266693
Original,original,,KMeans,1,80,BankMarketing,KNeighborsClassifier,centroid,-0.18690617688317945
Decoded,decoded,MLP,KMeans,3,80,BankMarketing,KNeighborsClassifier,closest,-0.09150080077638514
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,BankMarketing,KNeighborsClassifier,closest,-0.09205147166051711
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,KNeighborsClassifier,closest,-0.04438659625512822
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,BankMarketing,KNeighborsClassifier,closest,-0.12279447728853625
Original,original,,KMeans,1,80,BankMarketing,KNeighborsClassifier,closest,-0.09807684614123853
Decoded,decoded,GNN,KMeans,3,80,BankMarketing,KNeighborsClassifier,closest,-0.09539747158566618
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,KNeighborsClassifier,closest,-0.07981882192307628
Encoded,encoded,GNN,KMeans,1,80,BankMarketing,KNeighborsClassifier,closest,-0.11222068003401837
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,KNeighborsClassifier,closest,-0.21876033233833145
Original,original,,KMeans,2,80,BankMarketing,KNeighborsClassifier,closest,-0.09807684614123853
Decoded,decoded,MLP,Agglo,3,80,BankMarketing,LogisticRegression,centroid,0.1511310032441201
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,LogisticRegression,centroid,0.1127793648009488
Encoded,encoded,MLP,Agglo,4,80,BankMarketing,LogisticRegression,centroid,0.2482854016364388
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,BankMarketing,LogisticRegression,centroid,0.0972214230549918
Original,original,,Agglo,0,80,BankMarketing,LogisticRegression,centroid,0.0380007074263454
Decoded,decoded,GNN,Agglo,4,80,BankMarketing,LogisticRegression,centroid,0.1404828077314088
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,BankMarketing,LogisticRegression,centroid,0.1064118953853773
Encoded,encoded,GNN,Agglo,1,80,BankMarketing,LogisticRegression,centroid,0.0825286053040283
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,BankMarketing,LogisticRegression,centroid,0.0851149985134436
Original,original,,Agglo,0,80,BankMarketing,LogisticRegression,centroid,0.0380007074263454
Decoded,decoded,MLP,Agglo,3,80,BankMarketing,LogisticRegression,closest,0.1228392608216694
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,LogisticRegression,closest,0.1015754968961891
Encoded,encoded,MLP,Agglo,4,80,BankMarketing,LogisticRegression,closest,0.2149059814705894
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,BankMarketing,LogisticRegression,closest,0.1007552667790236
Original,original,,Agglo,0,80,BankMarketing,LogisticRegression,closest,0.0917838259877887
Decoded,decoded,GNN,Agglo,3,80,BankMarketing,LogisticRegression,closest,0.1215530196064843
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,BankMarketing,LogisticRegression,closest,0.1524615060289949
Encoded,encoded,GNN,Agglo,2,80,BankMarketing,LogisticRegression,closest,0.1014432180336305
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,LogisticRegression,closest,0.0366876563460911
Original,original,,Agglo,1,80,BankMarketing,LogisticRegression,closest,0.0917838259877887
Decoded,decoded,MLP,KIP,2,80,BankMarketing,LogisticRegression,centroid,0.19010101375434607
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,BankMarketing,LogisticRegression,centroid,0.19012187992291413
Encoded,encoded,MLP,KIP,4,80,BankMarketing,LogisticRegression,centroid,0.20655822413477173
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,BankMarketing,LogisticRegression,centroid,0.10938875151643306
Original,original,,KIP,1,80,BankMarketing,LogisticRegression,centroid,0.1619568014667526
Decoded,decoded,GNN,KIP,4,80,BankMarketing,LogisticRegression,centroid,0.1966998067792791
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,BankMarketing,LogisticRegression,centroid,0.1487584060624693
Encoded,encoded,GNN,KIP,1,80,BankMarketing,LogisticRegression,centroid,0.14167789540535827
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,BankMarketing,LogisticRegression,centroid,0.059119116356964284
Original,original,,KIP,3,80,BankMarketing,LogisticRegression,centroid,0.1619568014667526
Decoded,decoded,MLP,KMeans,3,80,BankMarketing,LogisticRegression,centroid,0.10564508265974606
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,BankMarketing,LogisticRegression,centroid,0.08175789756026441
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,LogisticRegression,centroid,0.2398719095465504
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,BankMarketing,LogisticRegression,centroid,0.08677495913076352
Original,original,,KMeans,0,80,BankMarketing,LogisticRegression,centroid,0.032845752097018364
Decoded,decoded,GNN,KMeans,2,80,BankMarketing,LogisticRegression,centroid,0.072968940897779
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,LogisticRegression,centroid,0.10573970124958006
Encoded,encoded,GNN,KMeans,3,80,BankMarketing,LogisticRegression,centroid,0.08290945714196478
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,BankMarketing,LogisticRegression,centroid,0.04941875074375252
Original,original,,KMeans,0,80,BankMarketing,LogisticRegression,centroid,0.032845752097018364
Decoded,decoded,MLP,KMeans,2,80,BankMarketing,LogisticRegression,closest,0.07634698389650282
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,BankMarketing,LogisticRegression,closest,0.06939425006800477
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,LogisticRegression,closest,0.21866462338399426
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,BankMarketing,LogisticRegression,closest,0.09812969575735156
Original,original,,KMeans,0,80,BankMarketing,LogisticRegression,closest,0.06302748883754829
Decoded,decoded,GNN,KMeans,2,80,BankMarketing,LogisticRegression,closest,0.09069074226272993
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,LogisticRegression,closest,0.11769189319000342
Encoded,encoded,GNN,KMeans,3,80,BankMarketing,LogisticRegression,closest,0.0952831962721136
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,LogisticRegression,closest,0.04149770023206976
Original,original,,KMeans,1,80,BankMarketing,LogisticRegression,closest,0.06302748883754829
Decoded,decoded,MLP,Agglo,4,80,BankMarketing,MLPClassifier,centroid,0.0294156814715795
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,MLPClassifier,centroid,-0.0127336769140064
Encoded,encoded,MLP,Agglo,3,80,BankMarketing,MLPClassifier,centroid,0.0048532582417205
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,BankMarketing,MLPClassifier,centroid,-0.1064329468025933
Original,original,,Agglo,1,80,BankMarketing,MLPClassifier,centroid,-0.0733387038295472
Decoded,decoded,GNN,Agglo,4,80,BankMarketing,MLPClassifier,centroid,0.0151293968827487
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,BankMarketing,MLPClassifier,centroid,-0.0647376177936615
Encoded,encoded,GNN,Agglo,1,80,BankMarketing,MLPClassifier,centroid,-0.104871252581845
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,MLPClassifier,centroid,-0.1449864163586426
Original,original,,Agglo,2,80,BankMarketing,MLPClassifier,centroid,-0.0733387038295472
Decoded,decoded,MLP,Agglo,3,80,BankMarketing,MLPClassifier,closest,0.0088887273502947
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,MLPClassifier,closest,-0.0128614843960172
Encoded,encoded,MLP,Agglo,4,80,BankMarketing,MLPClassifier,closest,0.0156383924142535
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,BankMarketing,MLPClassifier,closest,-0.0941142718056991
Original,original,,Agglo,1,80,BankMarketing,MLPClassifier,closest,-0.0456363576238055
Decoded,decoded,GNN,Agglo,3,80,BankMarketing,MLPClassifier,closest,-0.0032967776128958
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,BankMarketing,MLPClassifier,closest,0.0220856691466482
Encoded,encoded,GNN,Agglo,1,80,BankMarketing,MLPClassifier,closest,-0.0854547935402703
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,MLPClassifier,closest,-0.1218675622525218
Original,original,,Agglo,2,80,BankMarketing,MLPClassifier,closest,-0.0456363576238055
Decoded,decoded,MLP,KIP,3,80,BankMarketing,MLPClassifier,centroid,0.05342150162768332
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,BankMarketing,MLPClassifier,centroid,0.05229655745035686
Encoded,encoded,MLP,KIP,4,80,BankMarketing,MLPClassifier,centroid,0.07879507038498056
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,BankMarketing,MLPClassifier,centroid,-0.06107279038291891
Original,original,,KIP,1,80,BankMarketing,MLPClassifier,centroid,-0.05742726815827026
Decoded,decoded,GNN,KIP,4,80,BankMarketing,MLPClassifier,centroid,0.08558188601538877
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,BankMarketing,MLPClassifier,centroid,0.028381990048891498
Encoded,encoded,GNN,KIP,2,80,BankMarketing,MLPClassifier,centroid,-0.00988243797091766
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,BankMarketing,MLPClassifier,centroid,-0.10581407854529457
Original,original,,KIP,1,80,BankMarketing,MLPClassifier,centroid,-0.05742726815827026
Decoded,decoded,MLP,KMeans,4,80,BankMarketing,MLPClassifier,centroid,-0.023360258308156558
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,BankMarketing,MLPClassifier,centroid,-0.05462259403904708
Encoded,encoded,MLP,KMeans,3,80,BankMarketing,MLPClassifier,centroid,-0.029853831736832075
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,BankMarketing,MLPClassifier,centroid,-0.11729181606090189
Original,original,,KMeans,1,80,BankMarketing,MLPClassifier,centroid,-0.0911923663480814
Decoded,decoded,GNN,KMeans,3,80,BankMarketing,MLPClassifier,centroid,-0.03400909429183176
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,MLPClassifier,centroid,-0.0227278347118566
Encoded,encoded,GNN,KMeans,1,80,BankMarketing,MLPClassifier,centroid,-0.10567888265872924
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,MLPClassifier,centroid,-0.15344143244480812
Original,original,,KMeans,2,80,BankMarketing,MLPClassifier,centroid,-0.0911923663480814
Decoded,decoded,MLP,KMeans,3,80,BankMarketing,MLPClassifier,closest,-0.06100248137183597
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,BankMarketing,MLPClassifier,closest,-0.07421190599685215
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,MLPClassifier,closest,-0.03585458666494264
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,BankMarketing,MLPClassifier,closest,-0.11207685370750428
Original,original,,KMeans,1,80,BankMarketing,MLPClassifier,closest,-0.08244169491192142
Decoded,decoded,GNN,KMeans,3,80,BankMarketing,MLPClassifier,closest,-0.018687360555035937
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,BankMarketing,MLPClassifier,closest,-0.01613845035960368
Encoded,encoded,GNN,KMeans,1,80,BankMarketing,MLPClassifier,closest,-0.091552938365512
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,MLPClassifier,closest,-0.13626410686254667
Original,original,,KMeans,2,80,BankMarketing,MLPClassifier,closest,-0.08244169491192142
Decoded,decoded,MLP,Agglo,3,80,BankMarketing,XGBClassifier,centroid,0.1712214024500215
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,XGBClassifier,centroid,0.1176971294594955
Encoded,encoded,MLP,Agglo,4,80,BankMarketing,XGBClassifier,centroid,0.1828793866848462
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,BankMarketing,XGBClassifier,centroid,0.1142124752922099
Original,original,,Agglo,0,80,BankMarketing,XGBClassifier,centroid,0.110660235705402
Decoded,decoded,GNN,Agglo,2,80,BankMarketing,XGBClassifier,centroid,0.1048926962564811
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,BankMarketing,XGBClassifier,centroid,0.0772566427393422
Encoded,encoded,GNN,Agglo,4,80,BankMarketing,XGBClassifier,centroid,0.1211288417148222
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,XGBClassifier,centroid,0.0768394905110696
Original,original,,Agglo,3,80,BankMarketing,XGBClassifier,centroid,0.110660235705402
Decoded,decoded,MLP,Agglo,1,80,BankMarketing,XGBClassifier,closest,0.1208910411646519
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,BankMarketing,XGBClassifier,closest,0.133759555358028
Encoded,encoded,MLP,Agglo,4,80,BankMarketing,XGBClassifier,closest,0.1984276627622736
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,BankMarketing,XGBClassifier,closest,0.1408179763198211
Original,original,,Agglo,0,80,BankMarketing,XGBClassifier,closest,0.1086330485942921
Decoded,decoded,GNN,Agglo,2,80,BankMarketing,XGBClassifier,closest,0.1164824692808623
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,BankMarketing,XGBClassifier,closest,0.134294481437727
Encoded,encoded,GNN,Agglo,4,80,BankMarketing,XGBClassifier,closest,0.1382859010932443
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,BankMarketing,XGBClassifier,closest,0.0649703644193304
Original,original,,Agglo,1,80,BankMarketing,XGBClassifier,closest,0.1086330485942921
Decoded,decoded,MLP,KIP,1,80,BankMarketing,XGBClassifier,centroid,0.21034867943722363
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,BankMarketing,XGBClassifier,centroid,0.21236380129936724
Encoded,encoded,MLP,KIP,4,80,BankMarketing,XGBClassifier,centroid,0.26921575506242956
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,BankMarketing,XGBClassifier,centroid,0.17075213435380637
Original,original,,KIP,3,80,BankMarketing,XGBClassifier,centroid,0.22124833023337365
Decoded,decoded,GNN,KIP,4,80,BankMarketing,XGBClassifier,centroid,0.2304206729279968
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,BankMarketing,XGBClassifier,centroid,0.16326079123251896
Encoded,encoded,GNN,KIP,2,80,BankMarketing,XGBClassifier,centroid,0.2065007661558252
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,BankMarketing,XGBClassifier,centroid,0.11218406163089374
Original,original,,KIP,3,80,BankMarketing,XGBClassifier,centroid,0.22124833023337365
Decoded,decoded,MLP,KMeans,2,80,BankMarketing,XGBClassifier,centroid,0.12262771109836437
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,BankMarketing,XGBClassifier,centroid,0.08442207394871193
Encoded,encoded,MLP,KMeans,3,80,BankMarketing,XGBClassifier,centroid,0.18367556795845344
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,BankMarketing,XGBClassifier,centroid,0.1051861171037544
Original,original,,KMeans,4,80,BankMarketing,XGBClassifier,centroid,0.40421945786731195
Decoded,decoded,GNN,KMeans,0,80,BankMarketing,XGBClassifier,centroid,0.08918576966463479
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,BankMarketing,XGBClassifier,centroid,0.0914611454552122
Encoded,encoded,GNN,KMeans,3,80,BankMarketing,XGBClassifier,centroid,0.11983548206990106
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,BankMarketing,XGBClassifier,centroid,0.08964244684750935
Original,original,,KMeans,4,80,BankMarketing,XGBClassifier,centroid,0.40421945786731195
Decoded,decoded,MLP,KMeans,2,80,BankMarketing,XGBClassifier,closest,0.09872209739083974
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,BankMarketing,XGBClassifier,closest,0.08573090314521264
Encoded,encoded,MLP,KMeans,4,80,BankMarketing,XGBClassifier,closest,0.19795401412960806
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,BankMarketing,XGBClassifier,closest,0.09998158923108938
Original,original,,KMeans,1,80,BankMarketing,XGBClassifier,closest,0.08625161125517505
Decoded,decoded,GNN,KMeans,3,80,BankMarketing,XGBClassifier,closest,0.11924651268622125
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,BankMarketing,XGBClassifier,closest,0.10762429866046945
Encoded,encoded,GNN,KMeans,4,80,BankMarketing,XGBClassifier,closest,0.1322870192564627
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,BankMarketing,XGBClassifier,closest,0.07487097755675948
Original,original,,KMeans,1,80,BankMarketing,XGBClassifier,closest,0.08625161125517505
Decoded,decoded,MLP,Agglo,3,80,Credit,GaussianNB,centroid,0.0549777117384843
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,80,Credit,GaussianNB,centroid,-0.0126300148588411
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Credit,GaussianNB,centroid,-0.0505200594353642
Original,original,,Agglo,4,80,Credit,GaussianNB,centroid,0.0564635958395244
Decoded,decoded,GNN,Agglo,3,80,Credit,GaussianNB,centroid,0.0594353640416045
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Credit,GaussianNB,centroid,0.063893016344725
Encoded,encoded,GNN,Agglo,0,80,Credit,GaussianNB,centroid,-0.023031203566122
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Credit,GaussianNB,centroid,-0.0029717682020803
Original,original,,Agglo,2,80,Credit,GaussianNB,centroid,0.0564635958395244
Decoded,decoded,MLP,Agglo,3,80,Credit,GaussianNB,closest,0.0549777117384843
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,80,Credit,GaussianNB,closest,-0.0527488855869244
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Credit,GaussianNB,closest,-0.0638930163447252
Original,original,,Agglo,4,80,Credit,GaussianNB,closest,0.0586924219910845
Decoded,decoded,GNN,Agglo,4,80,Credit,GaussianNB,closest,0.0601783060921246
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Credit,GaussianNB,closest,0.0549777117384843
Encoded,encoded,GNN,Agglo,0,80,Credit,GaussianNB,closest,-0.0200594353640417
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Credit,GaussianNB,closest,-0.0074294205052005
Original,original,,Agglo,3,80,Credit,GaussianNB,closest,0.0586924219910845
Decoded,decoded,MLP,KIP,3,80,Credit,GaussianNB,centroid,0.058246656760772474
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,Credit,GaussianNB,centroid,0.0592867756315006
Encoded,encoded,MLP,KIP,1,80,Credit,GaussianNB,centroid,-0.006092124814264579
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Credit,GaussianNB,centroid,-0.021991084695393813
Original,original,,KIP,2,80,Credit,GaussianNB,centroid,0.03387815750371457
Decoded,decoded,GNN,KIP,3,80,Credit,GaussianNB,centroid,0.049331352154531716
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Credit,GaussianNB,centroid,0.062258543833580836
Encoded,encoded,GNN,KIP,1,80,Credit,GaussianNB,centroid,0.00698365527488836
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Credit,GaussianNB,centroid,-0.05081723625557218
Original,original,,KIP,2,80,Credit,GaussianNB,centroid,0.03387815750371457
Decoded,decoded,MLP,KMeans,2,80,Credit,GaussianNB,centroid,0.02407132243684972
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Credit,GaussianNB,centroid,0.0539375928677561
Encoded,encoded,MLP,KMeans,1,80,Credit,GaussianNB,centroid,-0.0071322436849927204
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,GaussianNB,centroid,-0.061812778603269
Original,original,,KMeans,3,80,Credit,GaussianNB,centroid,0.04873699851411576
Decoded,decoded,GNN,KMeans,3,80,Credit,GaussianNB,centroid,0.05334323922734006
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Credit,GaussianNB,centroid,0.055869242199108285
Encoded,encoded,GNN,KMeans,0,80,Credit,GaussianNB,centroid,-0.00921248142644886
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Credit,GaussianNB,centroid,0.0069836552748884
Original,original,,KMeans,2,80,Credit,GaussianNB,centroid,0.04873699851411576
Decoded,decoded,MLP,KMeans,2,80,Credit,GaussianNB,closest,0.0331352154531945
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Credit,GaussianNB,closest,0.05408618127786012
Encoded,encoded,MLP,KMeans,1,80,Credit,GaussianNB,closest,-0.009955423476968938
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,GaussianNB,closest,-0.041158989598811355
Original,original,,KMeans,3,80,Credit,GaussianNB,closest,0.05378900445765208
Decoded,decoded,GNN,KMeans,3,80,Credit,GaussianNB,closest,0.0502228826151558
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Credit,GaussianNB,closest,0.04650817236255558
Encoded,encoded,GNN,KMeans,0,80,Credit,GaussianNB,closest,-0.0037147102526003998
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Credit,GaussianNB,closest,0.005646359583952298
Original,original,,KMeans,4,80,Credit,GaussianNB,closest,0.05378900445765208
Decoded,decoded,MLP,Agglo,1,80,Credit,KNeighborsClassifier,centroid,0.1716417910447761
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Credit,KNeighborsClassifier,centroid,0.2319651741293532
Encoded,encoded,MLP,Agglo,3,80,Credit,KNeighborsClassifier,centroid,0.2139303482587065
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,Credit,KNeighborsClassifier,centroid,0.1803482587064676
Original,original,,Agglo,0,80,Credit,KNeighborsClassifier,centroid,0.1480099502487562
Decoded,decoded,GNN,Agglo,3,80,Credit,KNeighborsClassifier,centroid,0.1977611940298508
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Credit,KNeighborsClassifier,centroid,0.2170398009950249
Encoded,encoded,GNN,Agglo,1,80,Credit,KNeighborsClassifier,centroid,0.140547263681592
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Credit,KNeighborsClassifier,centroid,0.0945273631840795
Original,original,,Agglo,2,80,Credit,KNeighborsClassifier,centroid,0.1480099502487562
Decoded,decoded,MLP,Agglo,4,80,Credit,KNeighborsClassifier,closest,0.2033582089552239
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Credit,KNeighborsClassifier,closest,0.2033582089552239
Encoded,encoded,MLP,Agglo,0,80,Credit,KNeighborsClassifier,closest,0.1579601990049751
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Credit,KNeighborsClassifier,closest,0.169776119402985
Original,original,,Agglo,2,80,Credit,KNeighborsClassifier,closest,0.1902985074626866
Decoded,decoded,GNN,Agglo,4,80,Credit,KNeighborsClassifier,closest,0.2039800995024874
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Credit,KNeighborsClassifier,closest,0.1648009950248756
Encoded,encoded,GNN,Agglo,1,80,Credit,KNeighborsClassifier,closest,0.1274875621890547
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Credit,KNeighborsClassifier,closest,0.1156716417910447
Original,original,,Agglo,3,80,Credit,KNeighborsClassifier,closest,0.1902985074626866
Decoded,decoded,MLP,KIP,0,80,Credit,KNeighborsClassifier,centroid,0.18395522388059704
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Credit,KNeighborsClassifier,centroid,0.18855721393034822
Encoded,encoded,MLP,KIP,1,80,Credit,KNeighborsClassifier,centroid,0.18830845771144275
Encoded-FT,encoded,MLP-MultiHead,KIP,3,80,Credit,KNeighborsClassifier,centroid,0.2001243781094527
Original,original,,KIP,4,80,Credit,KNeighborsClassifier,centroid,0.2129353233830845
Decoded,decoded,GNN,KIP,2,80,Credit,KNeighborsClassifier,centroid,0.18457711442786076
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Credit,KNeighborsClassifier,centroid,0.2055970149253731
Encoded,encoded,GNN,KIP,0,80,Credit,KNeighborsClassifier,centroid,0.15584577114427858
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Credit,KNeighborsClassifier,centroid,0.16305970149253726
Original,original,,KIP,4,80,Credit,KNeighborsClassifier,centroid,0.2129353233830845
Decoded,decoded,MLP,KMeans,2,80,Credit,KNeighborsClassifier,centroid,0.18482587064676617
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Credit,KNeighborsClassifier,centroid,0.20920398009950247
Encoded,encoded,MLP,KMeans,1,80,Credit,KNeighborsClassifier,centroid,0.17101990049751248
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,KNeighborsClassifier,centroid,0.1490049751243781
Original,original,,KMeans,4,80,Credit,KNeighborsClassifier,centroid,0.21865671641791043
Decoded,decoded,GNN,KMeans,2,80,Credit,KNeighborsClassifier,centroid,0.1997512437810946
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Credit,KNeighborsClassifier,centroid,0.20820895522388055
Encoded,encoded,GNN,KMeans,1,80,Credit,KNeighborsClassifier,centroid,0.1569651741293532
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Credit,KNeighborsClassifier,centroid,0.1391791044776119
Original,original,,KMeans,4,80,Credit,KNeighborsClassifier,centroid,0.21865671641791043
Decoded,decoded,MLP,KMeans,2,80,Credit,KNeighborsClassifier,closest,0.19067164179104484
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Credit,KNeighborsClassifier,closest,0.20422885572139307
Encoded,encoded,MLP,KMeans,1,80,Credit,KNeighborsClassifier,closest,0.18930348258706461
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,KNeighborsClassifier,closest,0.170273631840796
Original,original,,KMeans,3,80,Credit,KNeighborsClassifier,closest,0.1997512437810945
Decoded,decoded,GNN,KMeans,3,80,Credit,KNeighborsClassifier,closest,0.20087064676616911
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Credit,KNeighborsClassifier,closest,0.20833333333333331
Encoded,encoded,GNN,KMeans,1,80,Credit,KNeighborsClassifier,closest,0.16256218905472633
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Credit,KNeighborsClassifier,closest,0.13718905472636816
Original,original,,KMeans,2,80,Credit,KNeighborsClassifier,closest,0.1997512437810945
Decoded,decoded,MLP,Agglo,4,80,Credit,LogisticRegression,centroid,0.2180616740088106
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Credit,LogisticRegression,centroid,0.2081497797356829
Encoded,encoded,MLP,Agglo,2,80,Credit,LogisticRegression,centroid,0.2103524229074889
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Credit,LogisticRegression,centroid,0.2020925110132159
Original,original,,Agglo,3,80,Credit,LogisticRegression,centroid,0.2109030837004405
Decoded,decoded,GNN,Agglo,4,80,Credit,LogisticRegression,centroid,0.2301762114537444
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Credit,LogisticRegression,centroid,0.2263215859030838
Encoded,encoded,GNN,Agglo,2,80,Credit,LogisticRegression,centroid,0.2153083700440529
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Credit,LogisticRegression,centroid,0.1971365638766519
Original,original,,Agglo,1,80,Credit,LogisticRegression,centroid,0.2109030837004405
Decoded,decoded,MLP,Agglo,0,80,Credit,LogisticRegression,closest,0.1998898678414097
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Credit,LogisticRegression,closest,0.2015418502202643
Encoded,encoded,MLP,Agglo,3,80,Credit,LogisticRegression,closest,0.2197136563876651
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Credit,LogisticRegression,closest,0.2004405286343612
Original,original,,Agglo,4,80,Credit,LogisticRegression,closest,0.2345814977973569
Decoded,decoded,GNN,Agglo,1,80,Credit,LogisticRegression,closest,0.2224669603524229
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Credit,LogisticRegression,closest,0.2351321585903084
Encoded,encoded,GNN,Agglo,2,80,Credit,LogisticRegression,closest,0.2263215859030836
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Credit,LogisticRegression,closest,0.2202643171806167
Original,original,,Agglo,3,80,Credit,LogisticRegression,closest,0.2345814977973569
Decoded,decoded,MLP,KIP,0,80,Credit,LogisticRegression,centroid,0.23854625550660788
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Credit,LogisticRegression,centroid,0.23953744493392076
Encoded,encoded,MLP,KIP,4,80,Credit,LogisticRegression,centroid,0.26508810572687225
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,Credit,LogisticRegression,centroid,0.2389867841409692
Original,original,,KIP,3,80,Credit,LogisticRegression,centroid,0.25385462555066085
Decoded,decoded,GNN,KIP,1,80,Credit,LogisticRegression,centroid,0.2395374449339207
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Credit,LogisticRegression,centroid,0.24427312775330395
Encoded,encoded,GNN,KIP,4,80,Credit,LogisticRegression,centroid,0.25418502202643173
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Credit,LogisticRegression,centroid,0.23821585903083706
Original,original,,KIP,3,80,Credit,LogisticRegression,centroid,0.25385462555066085
Decoded,decoded,MLP,KMeans,1,80,Credit,LogisticRegression,centroid,0.2149779735682819
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Credit,LogisticRegression,centroid,0.2177312775330397
Encoded,encoded,MLP,KMeans,4,80,Credit,LogisticRegression,centroid,0.229625550660793
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,LogisticRegression,centroid,0.2149779735682819
Original,original,,KMeans,3,80,Credit,LogisticRegression,centroid,0.22830396475770925
Decoded,decoded,GNN,KMeans,1,80,Credit,LogisticRegression,centroid,0.22433920704845817
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Credit,LogisticRegression,centroid,0.23281938325991186
Encoded,encoded,GNN,KMeans,4,80,Credit,LogisticRegression,centroid,0.23656387665198236
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Credit,LogisticRegression,centroid,0.21927312775330393
Original,original,,KMeans,2,80,Credit,LogisticRegression,centroid,0.22830396475770925
Decoded,decoded,MLP,KMeans,3,80,Credit,LogisticRegression,closest,0.21563876651982383
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Credit,LogisticRegression,closest,0.21376651982378853
Encoded,encoded,MLP,KMeans,4,80,Credit,LogisticRegression,closest,0.23160792951541848
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,LogisticRegression,closest,0.2136563876651983
Original,original,,KMeans,2,80,Credit,LogisticRegression,closest,0.21530837004405287
Decoded,decoded,GNN,KMeans,3,80,Credit,LogisticRegression,closest,0.23116740088105722
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Credit,LogisticRegression,closest,0.22566079295154187
Encoded,encoded,GNN,KMeans,4,80,Credit,LogisticRegression,closest,0.23237885462555066
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Credit,LogisticRegression,closest,0.22125550660792953
Original,original,,KMeans,0,80,Credit,LogisticRegression,closest,0.21530837004405287
Decoded,decoded,MLP,Agglo,2,80,Credit,MLPClassifier,centroid,0.2496
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Credit,MLPClassifier,centroid,0.2746666666666666
Encoded,encoded,MLP,Agglo,1,80,Credit,MLPClassifier,centroid,0.2447999999999998
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Credit,MLPClassifier,centroid,0.2394666666666666
Original,original,,Agglo,3,80,Credit,MLPClassifier,centroid,0.2608
Decoded,decoded,GNN,Agglo,2,80,Credit,MLPClassifier,centroid,0.2757333333333333
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Credit,MLPClassifier,centroid,0.2762666666666665
Encoded,encoded,GNN,Agglo,0,80,Credit,MLPClassifier,centroid,0.2250666666666665
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,Credit,MLPClassifier,centroid,0.2783999999999999
Original,original,,Agglo,1,80,Credit,MLPClassifier,centroid,0.2608
Decoded,decoded,MLP,Agglo,2,80,Credit,MLPClassifier,closest,0.2645333333333332
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Credit,MLPClassifier,closest,0.2714666666666667
Encoded,encoded,MLP,Agglo,0,80,Credit,MLPClassifier,closest,0.2511999999999998
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Credit,MLPClassifier,closest,0.2671999999999999
Original,original,,Agglo,1,80,Credit,MLPClassifier,closest,0.2570666666666665
Decoded,decoded,GNN,Agglo,0,80,Credit,MLPClassifier,closest,0.2463999999999999
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Credit,MLPClassifier,closest,0.2629333333333332
Encoded,encoded,GNN,Agglo,1,80,Credit,MLPClassifier,closest,0.2559999999999999
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,Credit,MLPClassifier,closest,0.2997333333333332
Original,original,,Agglo,2,80,Credit,MLPClassifier,closest,0.2570666666666665
Decoded,decoded,MLP,KIP,1,80,Credit,MLPClassifier,centroid,0.2726399999999999
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Credit,MLPClassifier,centroid,0.2750933333333333
Encoded,encoded,MLP,KIP,2,80,Credit,MLPClassifier,centroid,0.2748799999999999
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Credit,MLPClassifier,centroid,0.26495999999999986
Original,original,,KIP,4,80,Credit,MLPClassifier,centroid,0.2762666666666666
Decoded,decoded,GNN,KIP,2,80,Credit,MLPClassifier,centroid,0.27509333333333325
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Credit,MLPClassifier,centroid,0.28714666666666655
Encoded,encoded,GNN,KIP,0,80,Credit,MLPClassifier,centroid,0.26645333333333326
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Credit,MLPClassifier,centroid,0.2676266666666665
Original,original,,KIP,3,80,Credit,MLPClassifier,centroid,0.2762666666666666
Decoded,decoded,MLP,KMeans,2,80,Credit,MLPClassifier,centroid,0.2638933333333332
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Credit,MLPClassifier,centroid,0.27786666666666654
Encoded,encoded,MLP,KMeans,1,80,Credit,MLPClassifier,centroid,0.2554666666666666
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,MLPClassifier,centroid,0.2394666666666665
Original,original,,KMeans,4,80,Credit,MLPClassifier,centroid,0.2997333333333333
Decoded,decoded,GNN,KMeans,1,80,Credit,MLPClassifier,centroid,0.26709333333333324
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Credit,MLPClassifier,centroid,0.2905599999999999
Encoded,encoded,GNN,KMeans,0,80,Credit,MLPClassifier,centroid,0.25344
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,Credit,MLPClassifier,centroid,0.27391999999999994
Original,original,,KMeans,4,80,Credit,MLPClassifier,centroid,0.2997333333333333
Decoded,decoded,MLP,KMeans,0,80,Credit,MLPClassifier,closest,0.2692266666666666
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Credit,MLPClassifier,closest,0.27423999999999993
Encoded,encoded,MLP,KMeans,1,80,Credit,MLPClassifier,closest,0.2739199999999999
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Credit,MLPClassifier,closest,0.2749866666666666
Original,original,,KMeans,4,80,Credit,MLPClassifier,closest,0.2769066666666665
Decoded,decoded,GNN,KMeans,0,80,Credit,MLPClassifier,closest,0.27050666666666656
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Credit,MLPClassifier,closest,0.2961066666666666
Encoded,encoded,GNN,KMeans,1,80,Credit,MLPClassifier,closest,0.27135999999999993
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Credit,MLPClassifier,closest,0.27797333333333324
Original,original,,KMeans,2,80,Credit,MLPClassifier,closest,0.2769066666666665
Decoded,decoded,MLP,Agglo,0,80,Credit,XGBClassifier,centroid,0.2585751978891821
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Credit,XGBClassifier,centroid,0.2923482849604221
Encoded,encoded,MLP,Agglo,1,80,Credit,XGBClassifier,centroid,0.2765171503957783
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,Credit,XGBClassifier,centroid,0.2907651715039577
Original,original,,Agglo,3,80,Credit,XGBClassifier,centroid,0.2912928759894458
Decoded,decoded,GNN,Agglo,0,80,Credit,XGBClassifier,centroid,0.2691292875989446
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Credit,XGBClassifier,centroid,0.3118733509234828
Encoded,encoded,GNN,Agglo,1,80,Credit,XGBClassifier,centroid,0.2717678100263851
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Credit,XGBClassifier,centroid,0.3065963060686015
Original,original,,Agglo,2,80,Credit,XGBClassifier,centroid,0.2912928759894458
Decoded,decoded,MLP,Agglo,0,80,Credit,XGBClassifier,closest,0.267018469656992
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Credit,XGBClassifier,closest,0.2770448548812664
Encoded,encoded,MLP,Agglo,1,80,Credit,XGBClassifier,closest,0.2686015831134565
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,80,Credit,XGBClassifier,closest,0.2970976253298152
Original,original,,Agglo,3,80,Credit,XGBClassifier,closest,0.2802110817941953
Decoded,decoded,GNN,Agglo,0,80,Credit,XGBClassifier,closest,0.2691292875989446
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Credit,XGBClassifier,closest,0.2992084432717678
Encoded,encoded,GNN,Agglo,4,80,Credit,XGBClassifier,closest,0.3192612137203166
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,Credit,XGBClassifier,closest,0.2870712401055408
Original,original,,Agglo,1,80,Credit,XGBClassifier,closest,0.2802110817941953
Decoded,decoded,MLP,KIP,1,80,Credit,XGBClassifier,centroid,0.28749340369393134
Decoded-FT,decoded,MLP-MultiHead,KIP,0,80,Credit,XGBClassifier,centroid,0.2852770448548812
Encoded,encoded,MLP,KIP,3,80,Credit,XGBClassifier,centroid,0.3157783641160949
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,Credit,XGBClassifier,centroid,0.29203166226912924
Original,original,,KIP,4,80,Credit,XGBClassifier,centroid,0.33815303430079147
Decoded,decoded,GNN,KIP,1,80,Credit,XGBClassifier,centroid,0.29245382585751967
Decoded-FT,decoded,GNN-MultiHead,KIP,0,80,Credit,XGBClassifier,centroid,0.291820580474934
Encoded,encoded,GNN,KIP,2,80,Credit,XGBClassifier,centroid,0.29372031662269116
Encoded-FT,encoded,GNN-MultiHead,KIP,3,80,Credit,XGBClassifier,centroid,0.2967810026385224
Original,original,,KIP,4,80,Credit,XGBClassifier,centroid,0.33815303430079147
Decoded,decoded,MLP,KMeans,2,80,Credit,XGBClassifier,centroid,0.2976253298153034
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Credit,XGBClassifier,centroid,0.2887598944591029
Encoded,encoded,MLP,KMeans,3,80,Credit,XGBClassifier,centroid,0.3033245382585751
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Credit,XGBClassifier,centroid,0.2810554089709762
Original,original,,KMeans,4,80,Credit,XGBClassifier,centroid,0.34015831134564634
Decoded,decoded,GNN,KMeans,0,80,Credit,XGBClassifier,centroid,0.2710290237467018
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Credit,XGBClassifier,centroid,0.3074406332453825
Encoded,encoded,GNN,KMeans,1,80,Credit,XGBClassifier,centroid,0.2867546174142479
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,Credit,XGBClassifier,centroid,0.2942480211081794
Original,original,,KMeans,4,80,Credit,XGBClassifier,centroid,0.34015831134564634
Decoded,decoded,MLP,KMeans,2,80,Credit,XGBClassifier,closest,0.291820580474934
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,Credit,XGBClassifier,closest,0.2849604221635883
Encoded,encoded,MLP,KMeans,3,80,Credit,XGBClassifier,closest,0.29762532981530326
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,80,Credit,XGBClassifier,closest,0.30353562005277035
Original,original,,KMeans,1,80,Credit,XGBClassifier,closest,0.2861213720316621
Decoded,decoded,GNN,KMeans,0,80,Credit,XGBClassifier,closest,0.270395778364116
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Credit,XGBClassifier,closest,0.31472295514511867
Encoded,encoded,GNN,KMeans,2,80,Credit,XGBClassifier,closest,0.2947757255936675
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Credit,XGBClassifier,closest,0.29562005277044845
Original,original,,KMeans,1,80,Credit,XGBClassifier,closest,0.2861213720316621
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,GaussianNB,centroid,0.0946741666912822
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,CreditDefault,GaussianNB,centroid,0.0862590040383666
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,GaussianNB,centroid,-0.1064061069217687
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,GaussianNB,centroid,-0.1618680293868182
Original,original,,Agglo,2,80,CreditDefault,GaussianNB,centroid,-0.0175679496322428
Decoded,decoded,GNN,Agglo,4,80,CreditDefault,GaussianNB,centroid,0.1551517657831771
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,CreditDefault,GaussianNB,centroid,0.130757837258468
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,GaussianNB,centroid,-0.1525987754085838
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,GaussianNB,centroid,-0.1685176198534035
Original,original,,Agglo,2,80,CreditDefault,GaussianNB,centroid,-0.0175679496322428
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,GaussianNB,closest,0.1450554273199509
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,CreditDefault,GaussianNB,closest,0.0904619435641433
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,GaussianNB,closest,-0.097964781392287
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,GaussianNB,closest,-0.1509091599606714
Original,original,,Agglo,3,80,CreditDefault,GaussianNB,closest,0.10469032859729
Decoded,decoded,GNN,Agglo,4,80,CreditDefault,GaussianNB,closest,0.1408035378960827
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,CreditDefault,GaussianNB,closest,-0.0367293028437358
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,GaussianNB,closest,-0.1441886765382294
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,GaussianNB,closest,-0.1592660891141334
Original,original,,Agglo,3,80,CreditDefault,GaussianNB,closest,0.10469032859729
Decoded,decoded,MLP,KIP,4,80,CreditDefault,GaussianNB,centroid,0.09414128797309439
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,CreditDefault,GaussianNB,centroid,0.07185271144457053
Encoded,encoded,MLP,KIP,1,80,CreditDefault,GaussianNB,centroid,-0.07888056646847577
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,CreditDefault,GaussianNB,centroid,-0.15965903864088077
Original,original,,KIP,2,80,CreditDefault,GaussianNB,centroid,0.05785067749190849
Decoded,decoded,GNN,KIP,2,80,CreditDefault,GaussianNB,centroid,0.056958776590133195
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,CreditDefault,GaussianNB,centroid,0.12530313068356838
Encoded,encoded,GNN,KIP,1,80,CreditDefault,GaussianNB,centroid,-0.09381973778045972
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,CreditDefault,GaussianNB,centroid,-0.17274250243694533
Original,original,,KIP,3,80,CreditDefault,GaussianNB,centroid,0.05785067749190849
Decoded,decoded,MLP,KMeans,4,80,CreditDefault,GaussianNB,centroid,0.09363271541120012
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,GaussianNB,centroid,0.08575887111407429
Encoded,encoded,MLP,KMeans,1,80,CreditDefault,GaussianNB,centroid,-0.09195981044573949
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,GaussianNB,centroid,-0.15076214147364517
Original,original,,KMeans,2,80,CreditDefault,GaussianNB,centroid,0.04441291770931349
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,GaussianNB,centroid,0.05828042383860031
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,CreditDefault,GaussianNB,centroid,0.10747895365373006
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,GaussianNB,centroid,-0.13716639167514147
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,GaussianNB,centroid,-0.17121020183393323
Original,original,,KMeans,2,80,CreditDefault,GaussianNB,centroid,0.04441291770931349
Decoded,decoded,MLP,KMeans,2,80,CreditDefault,GaussianNB,closest,0.05111601547829529
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,GaussianNB,closest,0.08693620055954787
Encoded,encoded,MLP,KMeans,1,80,CreditDefault,GaussianNB,closest,-0.08133802014541497
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,GaussianNB,closest,-0.14788101798908762
Original,original,,KMeans,4,80,CreditDefault,GaussianNB,closest,0.09772475809888713
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,GaussianNB,closest,0.07533439954088361
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,CreditDefault,GaussianNB,closest,0.04003915991847305
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,GaussianNB,closest,-0.13580102710389613
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,GaussianNB,closest,-0.16548492047751467
Original,original,,KMeans,4,80,CreditDefault,GaussianNB,closest,0.09772475809888713
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,KNeighborsClassifier,centroid,0.0394480306829016
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,CreditDefault,KNeighborsClassifier,centroid,0.0144976101334
Encoded,encoded,MLP,Agglo,3,80,CreditDefault,KNeighborsClassifier,centroid,0.0197571444673598
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,KNeighborsClassifier,centroid,-0.0181357212705743
Original,original,,Agglo,2,80,CreditDefault,KNeighborsClassifier,centroid,0.015991847950259
Decoded,decoded,GNN,Agglo,4,80,CreditDefault,KNeighborsClassifier,centroid,0.0341626023194957
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,CreditDefault,KNeighborsClassifier,centroid,0.0281346245822682
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,KNeighborsClassifier,centroid,0.0068847654762521
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,KNeighborsClassifier,centroid,-0.0166277748498908
Original,original,,Agglo,2,80,CreditDefault,KNeighborsClassifier,centroid,0.015991847950259
Decoded,decoded,MLP,Agglo,3,80,CreditDefault,KNeighborsClassifier,closest,0.0591587182150788
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,CreditDefault,KNeighborsClassifier,closest,0.0167663840663374
Encoded,encoded,MLP,Agglo,2,80,CreditDefault,KNeighborsClassifier,closest,0.0258468109217969
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,KNeighborsClassifier,closest,-0.0158273447043663
Original,original,,Agglo,4,80,CreditDefault,KNeighborsClassifier,closest,0.0637617627436703
Decoded,decoded,GNN,Agglo,3,80,CreditDefault,KNeighborsClassifier,closest,0.0349417079701821
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,CreditDefault,KNeighborsClassifier,closest,0.0334055827527485
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,KNeighborsClassifier,closest,0.0236046926074069
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,KNeighborsClassifier,closest,-0.0340491255433938
Original,original,,Agglo,4,80,CreditDefault,KNeighborsClassifier,closest,0.0637617627436703
Decoded,decoded,MLP,KIP,2,80,CreditDefault,KNeighborsClassifier,centroid,0.1000834701655084
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,CreditDefault,KNeighborsClassifier,centroid,0.08416945662140787
Encoded,encoded,MLP,KIP,3,80,CreditDefault,KNeighborsClassifier,centroid,0.10176018473105235
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,CreditDefault,KNeighborsClassifier,centroid,0.022779891610639
Original,original,,KIP,4,80,CreditDefault,KNeighborsClassifier,centroid,0.1685201714489384
Decoded,decoded,GNN,KIP,3,80,CreditDefault,KNeighborsClassifier,centroid,0.10904432753205517
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,CreditDefault,KNeighborsClassifier,centroid,0.0835879071836129
Encoded,encoded,GNN,KIP,2,80,CreditDefault,KNeighborsClassifier,centroid,0.0909958843724962
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,CreditDefault,KNeighborsClassifier,centroid,0.0024419592945857014
Original,original,,KIP,4,80,CreditDefault,KNeighborsClassifier,centroid,0.1685201714489384
Decoded,decoded,MLP,KMeans,4,80,CreditDefault,KNeighborsClassifier,centroid,0.032364185815555266
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,KNeighborsClassifier,centroid,0.02205379256140682
Encoded,encoded,MLP,KMeans,2,80,CreditDefault,KNeighborsClassifier,centroid,0.0006546619915249796
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,KNeighborsClassifier,centroid,-0.02480099676781588
Original,original,,KMeans,1,80,CreditDefault,KNeighborsClassifier,centroid,-0.0113204127203658
Decoded,decoded,GNN,KMeans,4,80,CreditDefault,KNeighborsClassifier,centroid,0.03918040827268538
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,CreditDefault,KNeighborsClassifier,centroid,0.0341801188688268
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,KNeighborsClassifier,centroid,-0.01935989959209292
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,KNeighborsClassifier,centroid,-0.036046926074069105
Original,original,,KMeans,2,80,CreditDefault,KNeighborsClassifier,centroid,-0.0113204127203658
Decoded,decoded,MLP,KMeans,3,80,CreditDefault,KNeighborsClassifier,closest,0.0399381894285339
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,CreditDefault,KNeighborsClassifier,closest,0.025515824298347943
Encoded,encoded,MLP,KMeans,2,80,CreditDefault,KNeighborsClassifier,closest,0.03267613271147034
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,KNeighborsClassifier,closest,-0.016738205269587338
Original,original,,KMeans,4,80,CreditDefault,KNeighborsClassifier,closest,0.040239169441389507
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,KNeighborsClassifier,closest,0.03885201105218094
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,CreditDefault,KNeighborsClassifier,closest,0.030391060771763838
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,KNeighborsClassifier,closest,0.008866268000158339
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,KNeighborsClassifier,closest,-0.036178985624244125
Original,original,,KMeans,4,80,CreditDefault,KNeighborsClassifier,closest,0.040239169441389507
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,LogisticRegression,centroid,0.0841053479420318
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,CreditDefault,LogisticRegression,centroid,0.0458548019258385
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,LogisticRegression,centroid,-0.0089481797449107
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,LogisticRegression,centroid,-0.026985568279174
Original,original,,Agglo,2,80,CreditDefault,LogisticRegression,centroid,0.0045770335332378
Decoded,decoded,GNN,Agglo,3,80,CreditDefault,LogisticRegression,centroid,0.0511060598747481
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,CreditDefault,LogisticRegression,centroid,0.0691645650573771
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,LogisticRegression,centroid,-0.0134445175147512
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,LogisticRegression,centroid,-0.0449535735402361
Original,original,,Agglo,2,80,CreditDefault,LogisticRegression,centroid,0.0045770335332378
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,LogisticRegression,closest,0.0698395436390622
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,CreditDefault,LogisticRegression,closest,0.0450780109323906
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,LogisticRegression,closest,0.0090311380063472
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,LogisticRegression,closest,-0.0337376165940654
Original,original,,Agglo,2,80,CreditDefault,LogisticRegression,closest,0.0368364847417134
Decoded,decoded,GNN,Agglo,3,80,CreditDefault,LogisticRegression,closest,0.050324743885222
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,CreditDefault,LogisticRegression,closest,0.060041418797437
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,LogisticRegression,closest,0.0135810215631148
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,LogisticRegression,closest,-0.0411978267952165
Original,original,,Agglo,2,80,CreditDefault,LogisticRegression,closest,0.0368364847417134
Decoded,decoded,MLP,KIP,4,80,CreditDefault,LogisticRegression,centroid,0.06004534046070498
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,CreditDefault,LogisticRegression,centroid,0.04698348678097817
Encoded,encoded,MLP,KIP,1,80,CreditDefault,LogisticRegression,centroid,-0.0061420788435314995
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,CreditDefault,LogisticRegression,centroid,-0.0205742521689813
Original,original,,KIP,2,80,CreditDefault,LogisticRegression,centroid,0.04592147020139255
Decoded,decoded,GNN,KIP,4,80,CreditDefault,LogisticRegression,centroid,0.06710689850735468
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,CreditDefault,LogisticRegression,centroid,0.039667322288320796
Encoded,encoded,GNN,KIP,1,80,CreditDefault,LogisticRegression,centroid,0.019843465302330183
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,CreditDefault,LogisticRegression,centroid,-0.03253653180167232
Original,original,,KIP,3,80,CreditDefault,LogisticRegression,centroid,0.04592147020139255
Decoded,decoded,MLP,KMeans,4,80,CreditDefault,LogisticRegression,centroid,0.052592068586873944
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,LogisticRegression,centroid,0.0357934731456567
Encoded,encoded,MLP,KMeans,1,80,CreditDefault,LogisticRegression,centroid,-0.012098934514256598
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,LogisticRegression,centroid,-0.042147472638856896
Original,original,,KMeans,2,80,CreditDefault,LogisticRegression,centroid,-0.0088073015336719
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,LogisticRegression,centroid,0.03337486274178566
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,CreditDefault,LogisticRegression,centroid,0.056188987969543844
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,LogisticRegression,centroid,-0.02664604274009618
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,LogisticRegression,centroid,-0.04556429717760894
Original,original,,KMeans,2,80,CreditDefault,LogisticRegression,centroid,-0.0088073015336719
Decoded,decoded,MLP,KMeans,4,80,CreditDefault,LogisticRegression,closest,0.05289614832333818
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,LogisticRegression,closest,0.048094222485007276
Encoded,encoded,MLP,KMeans,1,80,CreditDefault,LogisticRegression,closest,0.010878693905132039
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,LogisticRegression,closest,-0.02937536954134622
Original,original,,KMeans,2,80,CreditDefault,LogisticRegression,closest,0.02690894501224772
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,LogisticRegression,closest,0.03216985628612458
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,CreditDefault,LogisticRegression,closest,0.04718137994280418
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,LogisticRegression,closest,-0.008637010847923721
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,LogisticRegression,closest,-0.03610509454225122
Original,original,,KMeans,2,80,CreditDefault,LogisticRegression,closest,0.02690894501224772
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,MLPClassifier,centroid,0.1307688298447318
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,CreditDefault,MLPClassifier,centroid,0.1194130553209354
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,MLPClassifier,centroid,0.0362706508383139
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,MLPClassifier,centroid,0.024870609856141
Original,original,,Agglo,2,80,CreditDefault,MLPClassifier,centroid,0.0987827437921647
Decoded,decoded,GNN,Agglo,3,80,CreditDefault,MLPClassifier,centroid,0.1051792470275429
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,CreditDefault,MLPClassifier,centroid,0.1280235954502647
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,MLPClassifier,centroid,0.0547590369617788
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,MLPClassifier,centroid,-0.0042288747252088
Original,original,,Agglo,2,80,CreditDefault,MLPClassifier,centroid,0.0987827437921647
Decoded,decoded,MLP,Agglo,3,80,CreditDefault,MLPClassifier,closest,0.1101685052716353
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,CreditDefault,MLPClassifier,closest,0.1058696609831866
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,MLPClassifier,closest,0.0738999963587268
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,MLPClassifier,closest,0.0262921343501292
Original,original,,Agglo,4,80,CreditDefault,MLPClassifier,closest,0.1144473582563014
Decoded,decoded,GNN,Agglo,3,80,CreditDefault,MLPClassifier,closest,0.1087319872998103
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,CreditDefault,MLPClassifier,closest,0.0930887920897266
Encoded,encoded,GNN,Agglo,1,80,CreditDefault,MLPClassifier,closest,0.0739471187176434
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,MLPClassifier,closest,-0.0027895008528433
Original,original,,Agglo,4,80,CreditDefault,MLPClassifier,closest,0.1144473582563014
Decoded,decoded,MLP,KIP,4,80,CreditDefault,MLPClassifier,centroid,0.1328650608413911
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,CreditDefault,MLPClassifier,centroid,0.11084007028371227
Encoded,encoded,MLP,KIP,2,80,CreditDefault,MLPClassifier,centroid,0.07333152935615862
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,CreditDefault,MLPClassifier,centroid,0.03551826384094338
Original,original,,KIP,1,80,CreditDefault,MLPClassifier,centroid,0.07303994191098293
Decoded,decoded,GNN,KIP,4,80,CreditDefault,MLPClassifier,centroid,0.13030688793232081
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,CreditDefault,MLPClassifier,centroid,0.11057047327269776
Encoded,encoded,GNN,KIP,2,80,CreditDefault,MLPClassifier,centroid,0.0743365207563281
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,CreditDefault,MLPClassifier,centroid,0.030569702179551867
Original,original,,KIP,1,80,CreditDefault,MLPClassifier,centroid,0.07303994191098293
Decoded,decoded,MLP,KMeans,4,80,CreditDefault,MLPClassifier,centroid,0.12125439719436326
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,MLPClassifier,centroid,0.09340565425468488
Encoded,encoded,MLP,KMeans,1,80,CreditDefault,MLPClassifier,centroid,0.02958812916381372
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,MLPClassifier,centroid,0.0132123954651155
Original,original,,KMeans,2,80,CreditDefault,MLPClassifier,centroid,0.07845244461516385
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,MLPClassifier,centroid,0.09638321615811402
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,CreditDefault,MLPClassifier,centroid,0.12269534181202604
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,MLPClassifier,centroid,0.03173490960003818
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,MLPClassifier,centroid,0.00018020732409967897
Original,original,,KMeans,2,80,CreditDefault,MLPClassifier,centroid,0.07845244461516385
Decoded,decoded,MLP,KMeans,3,80,CreditDefault,MLPClassifier,closest,0.1019222352562349
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,CreditDefault,MLPClassifier,closest,0.11116849884585914
Encoded,encoded,MLP,KMeans,1,80,CreditDefault,MLPClassifier,closest,0.060570937356535605
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,MLPClassifier,closest,0.02730326593646044
Original,original,,KMeans,2,80,CreditDefault,MLPClassifier,closest,0.09965122314650263
Decoded,decoded,GNN,KMeans,3,80,CreditDefault,MLPClassifier,closest,0.10235390462291752
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,CreditDefault,MLPClassifier,closest,0.11941048501044901
Encoded,encoded,GNN,KMeans,1,80,CreditDefault,MLPClassifier,closest,0.050201162494314854
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,MLPClassifier,closest,0.006864156948870064
Original,original,,KMeans,2,80,CreditDefault,MLPClassifier,closest,0.09965122314650263
Decoded,decoded,MLP,Agglo,4,80,CreditDefault,XGBClassifier,centroid,0.1208676507038648
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,CreditDefault,XGBClassifier,centroid,0.0448973331850516
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,XGBClassifier,centroid,0.054299402294439
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,CreditDefault,XGBClassifier,centroid,0.057870516754
Original,original,,Agglo,3,80,CreditDefault,XGBClassifier,centroid,0.08485267426537
Decoded,decoded,GNN,Agglo,1,80,CreditDefault,XGBClassifier,centroid,0.0644334299344142
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,CreditDefault,XGBClassifier,centroid,0.0920290660950557
Encoded,encoded,GNN,Agglo,2,80,CreditDefault,XGBClassifier,centroid,0.0781829111306396
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,XGBClassifier,centroid,0.0094558575217642
Original,original,,Agglo,3,80,CreditDefault,XGBClassifier,centroid,0.08485267426537
Decoded,decoded,MLP,Agglo,3,80,CreditDefault,XGBClassifier,closest,0.1049470075107522
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,CreditDefault,XGBClassifier,closest,0.1251576400261381
Encoded,encoded,MLP,Agglo,1,80,CreditDefault,XGBClassifier,closest,0.0890190956132641
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,CreditDefault,XGBClassifier,closest,0.0607845403380383
Original,original,,Agglo,2,80,CreditDefault,XGBClassifier,closest,0.0977131929165021
Decoded,decoded,GNN,Agglo,1,80,CreditDefault,XGBClassifier,closest,0.0861319662354142
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,CreditDefault,XGBClassifier,closest,0.0962572714301392
Encoded,encoded,GNN,Agglo,4,80,CreditDefault,XGBClassifier,closest,0.1114663084649149
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,CreditDefault,XGBClassifier,closest,0.0427072725567884
Original,original,,Agglo,3,80,CreditDefault,XGBClassifier,closest,0.0977131929165021
Decoded,decoded,MLP,KIP,3,80,CreditDefault,XGBClassifier,centroid,0.12819465008820558
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,CreditDefault,XGBClassifier,centroid,0.1070771740149632
Encoded,encoded,MLP,KIP,2,80,CreditDefault,XGBClassifier,centroid,0.11474100516005308
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,CreditDefault,XGBClassifier,centroid,0.06265972069276554
Original,original,,KIP,4,80,CreditDefault,XGBClassifier,centroid,0.16567121760247588
Decoded,decoded,GNN,KIP,2,80,CreditDefault,XGBClassifier,centroid,0.12197031315759041
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,CreditDefault,XGBClassifier,centroid,0.10143302506758059
Encoded,encoded,GNN,KIP,3,80,CreditDefault,XGBClassifier,centroid,0.12733156413068822
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,CreditDefault,XGBClassifier,centroid,0.06281803307405849
Original,original,,KIP,4,80,CreditDefault,XGBClassifier,centroid,0.16567121760247588
Decoded,decoded,MLP,KMeans,3,80,CreditDefault,XGBClassifier,centroid,0.09452920965196696
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,CreditDefault,XGBClassifier,centroid,0.0699274074494042
Encoded,encoded,MLP,KMeans,0,80,CreditDefault,XGBClassifier,centroid,0.0472029662128813
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,CreditDefault,XGBClassifier,centroid,0.04745940610324012
Original,original,,KMeans,4,80,CreditDefault,XGBClassifier,centroid,0.2457080844710672
Decoded,decoded,GNN,KMeans,1,80,CreditDefault,XGBClassifier,centroid,0.05763922658077948
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,CreditDefault,XGBClassifier,centroid,0.06342715050070458
Encoded,encoded,GNN,KMeans,3,80,CreditDefault,XGBClassifier,centroid,0.06385309657709429
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,XGBClassifier,centroid,0.03171044970747084
Original,original,,KMeans,4,80,CreditDefault,XGBClassifier,centroid,0.2457080844710672
Decoded,decoded,MLP,KMeans,1,80,CreditDefault,XGBClassifier,closest,0.06108517395099859
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,CreditDefault,XGBClassifier,closest,0.0842534422766743
Encoded,encoded,MLP,KMeans,2,80,CreditDefault,XGBClassifier,closest,0.0825041558817264
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,CreditDefault,XGBClassifier,closest,0.04705046879508856
Original,original,,KMeans,4,80,CreditDefault,XGBClassifier,closest,0.10449707470992409
Decoded,decoded,GNN,KMeans,1,80,CreditDefault,XGBClassifier,closest,0.06558988080051678
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,CreditDefault,XGBClassifier,closest,0.11942408601493996
Encoded,encoded,GNN,KMeans,2,80,CreditDefault,XGBClassifier,closest,0.09277556203439392
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,CreditDefault,XGBClassifier,closest,0.05515391118079358
Original,original,,KMeans,3,80,CreditDefault,XGBClassifier,closest,0.10449707470992409
Decoded,decoded,MLP,Agglo,2,80,Diabetes,GaussianNB,centroid,0.018059431948777
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Diabetes,GaussianNB,centroid,0.0479395829912986
Encoded,encoded,MLP,Agglo,1,80,Diabetes,GaussianNB,centroid,0.0174027253324576
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,GaussianNB,centroid,0.0151042521753407
Original,original,,Agglo,4,80,Diabetes,GaussianNB,centroid,0.0861927433918897
Decoded,decoded,GNN,Agglo,2,80,Diabetes,GaussianNB,centroid,0.0815957970776556
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Diabetes,GaussianNB,centroid,0.1016253488753899
Encoded,encoded,GNN,Agglo,1,80,Diabetes,GaussianNB,centroid,0.024298144803809
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,GaussianNB,centroid,0.018059431948777
Original,original,,Agglo,3,80,Diabetes,GaussianNB,centroid,0.0861927433918897
Decoded,decoded,MLP,Agglo,0,80,Diabetes,GaussianNB,closest,0.0231489082252505
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Diabetes,GaussianNB,closest,0.0338203907404367
Encoded,encoded,MLP,Agglo,4,80,Diabetes,GaussianNB,closest,0.0487604662616977
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Diabetes,GaussianNB,closest,0.0280742078476442
Original,original,,Agglo,3,80,Diabetes,GaussianNB,closest,0.0446560499097028
Decoded,decoded,GNN,Agglo,4,80,Diabetes,GaussianNB,closest,0.1040879986865868
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Diabetes,GaussianNB,closest,0.0696109013298309
Encoded,encoded,GNN,Agglo,1,80,Diabetes,GaussianNB,closest,0.0228205549170908
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,GaussianNB,closest,0.013298308980463
Original,original,,Agglo,2,80,Diabetes,GaussianNB,closest,0.0446560499097028
Decoded,decoded,MLP,KIP,3,80,Diabetes,GaussianNB,centroid,0.1079954030536858
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Diabetes,GaussianNB,centroid,0.08934493515022161
Encoded,encoded,MLP,KIP,1,80,Diabetes,GaussianNB,centroid,0.08304055163355777
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Diabetes,GaussianNB,centroid,0.04475455590215072
Original,original,,KIP,4,80,Diabetes,GaussianNB,centroid,0.11351173863076669
Decoded,decoded,GNN,KIP,3,80,Diabetes,GaussianNB,centroid,0.10576260055820068
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Diabetes,GaussianNB,centroid,0.07736003940239691
Encoded,encoded,GNN,KIP,1,80,Diabetes,GaussianNB,centroid,0.03907404367098997
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Diabetes,GaussianNB,centroid,0.01497291085207686
Original,original,,KIP,4,80,Diabetes,GaussianNB,centroid,0.11351173863076669
Decoded,decoded,MLP,KMeans,2,80,Diabetes,GaussianNB,centroid,0.02768018387785264
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Diabetes,GaussianNB,centroid,0.024560827450336577
Encoded,encoded,MLP,KMeans,3,80,Diabetes,GaussianNB,centroid,0.03654572319816124
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,GaussianNB,centroid,0.01937284518141514
Original,original,,KMeans,4,80,Diabetes,GaussianNB,centroid,0.05000820883270396
Decoded,decoded,GNN,KMeans,3,80,Diabetes,GaussianNB,centroid,0.08524051879822689
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Diabetes,GaussianNB,centroid,0.0966343785913643
Encoded,encoded,GNN,KMeans,1,80,Diabetes,GaussianNB,centroid,0.02360860285667384
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Diabetes,GaussianNB,centroid,0.01796092595632902
Original,original,,KMeans,2,80,Diabetes,GaussianNB,centroid,0.05000820883270396
Decoded,decoded,MLP,KMeans,0,80,Diabetes,GaussianNB,closest,0.01828927926448864
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Diabetes,GaussianNB,closest,0.02199967164669188
Encoded,encoded,MLP,KMeans,3,80,Diabetes,GaussianNB,closest,0.06773928747332122
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,Diabetes,GaussianNB,closest,0.04386800197011984
Original,original,,KMeans,4,80,Diabetes,GaussianNB,closest,0.09860449844032182
Decoded,decoded,GNN,KMeans,4,80,Diabetes,GaussianNB,closest,0.11114759481201768
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Diabetes,GaussianNB,closest,0.09637169594483663
Encoded,encoded,GNN,KMeans,1,80,Diabetes,GaussianNB,closest,0.0267936299458217
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Diabetes,GaussianNB,closest,0.018913150549991823
Original,original,,KMeans,3,80,Diabetes,GaussianNB,closest,0.09860449844032182
Decoded,decoded,MLP,Agglo,4,80,Diabetes,KNeighborsClassifier,centroid,0.0870505992010652
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Diabetes,KNeighborsClassifier,centroid,0.0639147802929428
Encoded,encoded,MLP,Agglo,3,80,Diabetes,KNeighborsClassifier,centroid,0.0649134487350199
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,KNeighborsClassifier,centroid,0.0386151797603196
Original,original,,Agglo,1,80,Diabetes,KNeighborsClassifier,centroid,0.0512649800266313
Decoded,decoded,GNN,Agglo,4,80,Diabetes,KNeighborsClassifier,centroid,0.0672436750998669
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Diabetes,KNeighborsClassifier,centroid,0.0584221038615179
Encoded,encoded,GNN,Agglo,1,80,Diabetes,KNeighborsClassifier,centroid,0.0459387483355526
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,KNeighborsClassifier,centroid,0.0228029294274302
Original,original,,Agglo,2,80,Diabetes,KNeighborsClassifier,centroid,0.0512649800266313
Decoded,decoded,MLP,Agglo,2,80,Diabetes,KNeighborsClassifier,closest,0.0787283621837551
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Diabetes,KNeighborsClassifier,closest,0.0614181091877499
Encoded,encoded,MLP,Agglo,4,80,Diabetes,KNeighborsClassifier,closest,0.1113515312916112
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,KNeighborsClassifier,closest,0.0424434087882824
Original,original,,Agglo,3,80,Diabetes,KNeighborsClassifier,closest,0.0840545938748336
Decoded,decoded,GNN,Agglo,3,80,Diabetes,KNeighborsClassifier,closest,0.0823901464713716
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Diabetes,KNeighborsClassifier,closest,0.0406125166444741
Encoded,encoded,GNN,Agglo,2,80,Diabetes,KNeighborsClassifier,closest,0.0492676431424767
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,KNeighborsClassifier,closest,0.0038282290279627
Original,original,,Agglo,4,80,Diabetes,KNeighborsClassifier,closest,0.0840545938748336
Decoded,decoded,MLP,KIP,3,80,Diabetes,KNeighborsClassifier,centroid,0.07979360852197079
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Diabetes,KNeighborsClassifier,centroid,0.07443408788282296
Encoded,encoded,MLP,KIP,0,80,Diabetes,KNeighborsClassifier,centroid,0.06694407456724369
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,Diabetes,KNeighborsClassifier,centroid,0.06847536617842886
Original,original,,KIP,4,80,Diabetes,KNeighborsClassifier,centroid,0.11055259653794947
Decoded,decoded,GNN,KIP,2,80,Diabetes,KNeighborsClassifier,centroid,0.07506657789613853
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Diabetes,KNeighborsClassifier,centroid,0.07526631158455396
Encoded,encoded,GNN,KIP,1,80,Diabetes,KNeighborsClassifier,centroid,0.06541278295605865
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Diabetes,KNeighborsClassifier,centroid,0.06364846870838889
Original,original,,KIP,4,80,Diabetes,KNeighborsClassifier,centroid,0.11055259653794947
Decoded,decoded,MLP,KMeans,3,80,Diabetes,KNeighborsClassifier,centroid,0.06048601864181095
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Diabetes,KNeighborsClassifier,centroid,0.06760985352862858
Encoded,encoded,MLP,KMeans,1,80,Diabetes,KNeighborsClassifier,centroid,0.0404127829560587
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,KNeighborsClassifier,centroid,0.03492010652463384
Original,original,,KMeans,2,80,Diabetes,KNeighborsClassifier,centroid,0.04181091877496676
Decoded,decoded,GNN,KMeans,4,80,Diabetes,KNeighborsClassifier,centroid,0.08055925432756325
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Diabetes,KNeighborsClassifier,centroid,0.0696737683089215
Encoded,encoded,GNN,KMeans,2,80,Diabetes,KNeighborsClassifier,centroid,0.05392809587217051
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Diabetes,KNeighborsClassifier,centroid,0.031025299600532696
Original,original,,KMeans,1,80,Diabetes,KNeighborsClassifier,centroid,0.04181091877496676
Decoded,decoded,MLP,KMeans,4,80,Diabetes,KNeighborsClassifier,closest,0.07366844207723042
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Diabetes,KNeighborsClassifier,closest,0.06604527296937421
Encoded,encoded,MLP,KMeans,3,80,Diabetes,KNeighborsClassifier,closest,0.06814247669773642
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,KNeighborsClassifier,closest,0.04920106524633827
Original,original,,KMeans,1,80,Diabetes,KNeighborsClassifier,closest,0.062283621837549916
Decoded,decoded,GNN,KMeans,4,80,Diabetes,KNeighborsClassifier,closest,0.07959387483355532
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Diabetes,KNeighborsClassifier,closest,0.07816245006657799
Encoded,encoded,GNN,KMeans,1,80,Diabetes,KNeighborsClassifier,closest,0.0526631158455393
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Diabetes,KNeighborsClassifier,closest,0.04440745672436754
Original,original,,KMeans,2,80,Diabetes,KNeighborsClassifier,closest,0.062283621837549916
Decoded,decoded,MLP,Agglo,4,80,Diabetes,LogisticRegression,centroid,0.1247069854664791
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Diabetes,LogisticRegression,centroid,0.1026722925457103
Encoded,encoded,MLP,Agglo,0,80,Diabetes,LogisticRegression,centroid,0.0536021253320831
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Diabetes,LogisticRegression,centroid,0.0567276136896389
Original,original,,Agglo,2,80,Diabetes,LogisticRegression,centroid,0.0718862322237849
Decoded,decoded,GNN,Agglo,4,80,Diabetes,LogisticRegression,centroid,0.0909517112048758
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Diabetes,LogisticRegression,centroid,0.0682919206125956
Encoded,encoded,GNN,Agglo,3,80,Diabetes,LogisticRegression,centroid,0.0906391623691202
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,LogisticRegression,centroid,0.0504766369745272
Original,original,,Agglo,2,80,Diabetes,LogisticRegression,centroid,0.0718862322237849
Decoded,decoded,MLP,Agglo,4,80,Diabetes,LogisticRegression,closest,0.0892326926082201
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Diabetes,LogisticRegression,closest,0.0601656508829505
Encoded,encoded,MLP,Agglo,2,80,Diabetes,LogisticRegression,closest,0.063447413658384
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,LogisticRegression,closest,0.0526644788248162
Original,original,,Agglo,3,80,Diabetes,LogisticRegression,closest,0.0828254414752305
Decoded,decoded,GNN,Agglo,4,80,Diabetes,LogisticRegression,closest,0.0914205344585091
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Diabetes,LogisticRegression,closest,0.0687607438662291
Encoded,encoded,GNN,Agglo,2,80,Diabetes,LogisticRegression,closest,0.0812626972964526
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,LogisticRegression,closest,0.0611032973902173
Original,original,,Agglo,3,80,Diabetes,LogisticRegression,closest,0.0828254414752305
Decoded,decoded,MLP,KIP,3,80,Diabetes,LogisticRegression,centroid,0.1100171901859666
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Diabetes,LogisticRegression,centroid,0.10429754649163928
Encoded,encoded,MLP,KIP,2,80,Diabetes,LogisticRegression,centroid,0.10654789810907953
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Diabetes,LogisticRegression,centroid,0.08548210657915302
Original,original,,KIP,4,80,Diabetes,LogisticRegression,centroid,0.12464447569932799
Decoded,decoded,GNN,KIP,3,80,Diabetes,LogisticRegression,centroid,0.09901547116736989
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Diabetes,LogisticRegression,centroid,0.09567119862478515
Encoded,encoded,GNN,KIP,0,80,Diabetes,LogisticRegression,centroid,0.0759806219721832
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Diabetes,LogisticRegression,centroid,0.08007501172058132
Original,original,,KIP,4,80,Diabetes,LogisticRegression,centroid,0.12464447569932799
Decoded,decoded,MLP,KMeans,3,80,Diabetes,LogisticRegression,centroid,0.07226129082669172
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Diabetes,LogisticRegression,centroid,0.07523050476636972
Encoded,encoded,MLP,KMeans,2,80,Diabetes,LogisticRegression,centroid,0.06710423503672448
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,LogisticRegression,centroid,0.057165182059696784
Original,original,,KMeans,1,80,Diabetes,LogisticRegression,centroid,0.058165338334114705
Decoded,decoded,GNN,KMeans,3,80,Diabetes,LogisticRegression,centroid,0.09395218002812936
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Diabetes,LogisticRegression,centroid,0.10717299578059067
Encoded,encoded,GNN,KMeans,1,80,Diabetes,LogisticRegression,centroid,0.06369745272698855
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,Diabetes,LogisticRegression,centroid,0.06438506016565088
Original,original,,KMeans,0,80,Diabetes,LogisticRegression,centroid,0.058165338334114705
Decoded,decoded,MLP,KMeans,3,80,Diabetes,LogisticRegression,closest,0.07373027035474293
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Diabetes,LogisticRegression,closest,0.07204250664166274
Encoded,encoded,MLP,KMeans,1,80,Diabetes,LogisticRegression,closest,0.06710423503672445
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,LogisticRegression,closest,0.0561650257852789
Original,original,,KMeans,4,80,Diabetes,LogisticRegression,closest,0.07438662290982966
Decoded,decoded,GNN,KMeans,3,80,Diabetes,LogisticRegression,closest,0.08591967494921081
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Diabetes,LogisticRegression,closest,0.0918268479449914
Encoded,encoded,GNN,KMeans,0,80,Diabetes,LogisticRegression,closest,0.0629473355211752
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Diabetes,LogisticRegression,closest,0.0680418815439912
Original,original,,KMeans,2,80,Diabetes,LogisticRegression,closest,0.07438662290982966
Decoded,decoded,MLP,Agglo,4,80,Diabetes,MLPClassifier,centroid,0.1449432965667237
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Diabetes,MLPClassifier,centroid,0.1179120708404538
Encoded,encoded,MLP,Agglo,1,80,Diabetes,MLPClassifier,centroid,0.0705297498834861
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,MLPClassifier,centroid,0.0599658225881623
Original,original,,Agglo,2,80,Diabetes,MLPClassifier,centroid,0.0793848065869195
Decoded,decoded,GNN,Agglo,3,80,Diabetes,MLPClassifier,centroid,0.1065713841851794
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Diabetes,MLPClassifier,centroid,0.0846667702345813
Encoded,encoded,GNN,Agglo,4,80,Diabetes,MLPClassifier,centroid,0.1202423489203045
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,MLPClassifier,centroid,0.0709958054994564
Original,original,,Agglo,1,80,Diabetes,MLPClassifier,centroid,0.0793848065869195
Decoded,decoded,MLP,Agglo,4,80,Diabetes,MLPClassifier,closest,0.1236600901040858
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Diabetes,MLPClassifier,closest,0.0826471958987106
Encoded,encoded,MLP,Agglo,3,80,Diabetes,MLPClassifier,closest,0.1143389777846823
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,MLPClassifier,closest,0.077831287867019
Original,original,,Agglo,2,80,Diabetes,MLPClassifier,closest,0.1040857542333385
Decoded,decoded,GNN,Agglo,2,80,Diabetes,MLPClassifier,closest,0.0956967531458755
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,Diabetes,MLPClassifier,closest,0.0883952151623427
Encoded,encoded,GNN,Agglo,4,80,Diabetes,MLPClassifier,closest,0.1205530526642847
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Diabetes,MLPClassifier,closest,0.0893273263942831
Original,original,,Agglo,3,80,Diabetes,MLPClassifier,closest,0.1040857542333385
Decoded,decoded,MLP,KIP,4,80,Diabetes,MLPClassifier,centroid,0.12689140904147905
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Diabetes,MLPClassifier,centroid,0.12108124902905079
Encoded,encoded,MLP,KIP,1,80,Diabetes,MLPClassifier,centroid,0.1131893739319559
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Diabetes,MLPClassifier,centroid,0.10396147273574656
Original,original,,KIP,2,80,Diabetes,MLPClassifier,centroid,0.11530215939102062
Decoded,decoded,GNN,KIP,2,80,Diabetes,MLPClassifier,centroid,0.11551965201180683
Decoded-FT,decoded,GNN-MultiHead,KIP,0,80,Diabetes,MLPClassifier,centroid,0.11259903681839367
Encoded,encoded,GNN,KIP,3,80,Diabetes,MLPClassifier,centroid,0.11847133757961788
Encoded-FT,encoded,GNN-MultiHead,KIP,4,80,Diabetes,MLPClassifier,centroid,0.12325617523691164
Original,original,,KIP,1,80,Diabetes,MLPClassifier,centroid,0.11530215939102062
Decoded,decoded,MLP,KMeans,4,80,Diabetes,MLPClassifier,centroid,0.09504427528351722
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Diabetes,MLPClassifier,centroid,0.08883020040391494
Encoded,encoded,MLP,KMeans,2,80,Diabetes,MLPClassifier,centroid,0.07857697685257112
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Diabetes,MLPClassifier,centroid,0.0739785614416654
Original,original,,KMeans,0,80,Diabetes,MLPClassifier,centroid,0.07338822432810319
Decoded,decoded,GNN,KMeans,3,80,Diabetes,MLPClassifier,centroid,0.11132515146807527
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Diabetes,MLPClassifier,centroid,0.1278235202734193
Encoded,encoded,GNN,KMeans,1,80,Diabetes,MLPClassifier,centroid,0.09989125368960694
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,Diabetes,MLPClassifier,centroid,0.10399254311014457
Original,original,,KMeans,0,80,Diabetes,MLPClassifier,centroid,0.07338822432810319
Decoded,decoded,MLP,KMeans,4,80,Diabetes,MLPClassifier,closest,0.10125835016311949
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Diabetes,MLPClassifier,closest,0.09140904147894988
Encoded,encoded,MLP,KMeans,2,80,Diabetes,MLPClassifier,closest,0.09212366009010411
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,MLPClassifier,closest,0.07404070219046144
Original,original,,KMeans,3,80,Diabetes,MLPClassifier,closest,0.09808917197452231
Decoded,decoded,GNN,KMeans,2,80,Diabetes,MLPClassifier,closest,0.10821811402827405
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Diabetes,MLPClassifier,closest,0.11107658847289112
Encoded,encoded,GNN,KMeans,4,80,Diabetes,MLPClassifier,closest,0.12039770079229455
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Diabetes,MLPClassifier,closest,0.10535963958365709
Original,original,,KMeans,0,80,Diabetes,MLPClassifier,closest,0.09808917197452231
Decoded,decoded,MLP,Agglo,4,80,Diabetes,XGBClassifier,centroid,0.1339930882814954
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Diabetes,XGBClassifier,centroid,0.1074458058435437
Encoded,encoded,MLP,Agglo,2,80,Diabetes,XGBClassifier,centroid,0.0947219604147031
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Diabetes,XGBClassifier,centroid,0.0730442978322336
Original,original,,Agglo,1,80,Diabetes,XGBClassifier,centroid,0.0859252277725415
Decoded,decoded,GNN,Agglo,0,80,Diabetes,XGBClassifier,centroid,0.0852968897266728
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Diabetes,XGBClassifier,centroid,0.0860823122840086
Encoded,encoded,GNN,Agglo,4,80,Diabetes,XGBClassifier,centroid,0.1093308199811499
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Diabetes,XGBClassifier,centroid,0.1022620169651272
Original,original,,Agglo,1,80,Diabetes,XGBClassifier,centroid,0.0859252277725415
Decoded,decoded,MLP,Agglo,4,80,Diabetes,XGBClassifier,closest,0.1435752434809926
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,Diabetes,XGBClassifier,closest,0.0790135092679861
Encoded,encoded,MLP,Agglo,2,80,Diabetes,XGBClassifier,closest,0.1102733270499528
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Diabetes,XGBClassifier,closest,0.0874960728872133
Original,original,,Agglo,3,80,Diabetes,XGBClassifier,closest,0.1124725102104931
Decoded,decoded,GNN,Agglo,4,80,Diabetes,XGBClassifier,closest,0.1132579327678291
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Diabetes,XGBClassifier,closest,0.089224002513352
Encoded,encoded,GNN,Agglo,1,80,Diabetes,XGBClassifier,closest,0.0838831291234684
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Diabetes,XGBClassifier,closest,0.0816839459629279
Original,original,,Agglo,3,80,Diabetes,XGBClassifier,closest,0.1124725102104931
Decoded,decoded,MLP,KIP,2,80,Diabetes,XGBClassifier,centroid,0.12642161482877784
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Diabetes,XGBClassifier,centroid,0.12252591894439194
Encoded,encoded,MLP,KIP,3,80,Diabetes,XGBClassifier,centroid,0.1281181275526232
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Diabetes,XGBClassifier,centroid,0.11259817781966688
Original,original,,KIP,4,80,Diabetes,XGBClassifier,centroid,0.13044297832233734
Decoded,decoded,GNN,KIP,3,80,Diabetes,XGBClassifier,centroid,0.121583411875589
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Diabetes,XGBClassifier,centroid,0.1125981778196669
Encoded,encoded,GNN,KIP,1,80,Diabetes,XGBClassifier,centroid,0.10631479736098008
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Diabetes,XGBClassifier,centroid,0.10267043669494177
Original,original,,KIP,4,80,Diabetes,XGBClassifier,centroid,0.13044297832233734
Decoded,decoded,MLP,KMeans,3,80,Diabetes,XGBClassifier,centroid,0.11451460885956644
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Diabetes,XGBClassifier,centroid,0.09629280552937482
Encoded,encoded,MLP,KMeans,1,80,Diabetes,XGBClassifier,centroid,0.09333961671379191
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Diabetes,XGBClassifier,centroid,0.07156770342444227
Original,original,,KMeans,4,80,Diabetes,XGBClassifier,centroid,0.11749921457744257
Decoded,decoded,GNN,KMeans,1,80,Diabetes,XGBClassifier,centroid,0.10006283380458678
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Diabetes,XGBClassifier,centroid,0.12450518378887836
Encoded,encoded,GNN,KMeans,2,80,Diabetes,XGBClassifier,centroid,0.10317310713163678
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Diabetes,XGBClassifier,centroid,0.09261702796104296
Original,original,,KMeans,3,80,Diabetes,XGBClassifier,centroid,0.11749921457744257
Decoded,decoded,MLP,KMeans,4,80,Diabetes,XGBClassifier,closest,0.11932139491046174
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Diabetes,XGBClassifier,closest,0.10131950989632406
Encoded,encoded,MLP,KMeans,3,80,Diabetes,XGBClassifier,closest,0.1099905749293119
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Diabetes,XGBClassifier,closest,0.09550738297203884
Original,original,,KMeans,0,80,Diabetes,XGBClassifier,closest,0.08985234055922073
Decoded,decoded,GNN,KMeans,1,80,Diabetes,XGBClassifier,closest,0.10317310713163677
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Diabetes,XGBClassifier,closest,0.10819981149858612
Encoded,encoded,GNN,KMeans,4,80,Diabetes,XGBClassifier,closest,0.11445177505497943
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,Diabetes,XGBClassifier,closest,0.10326735783851704
Original,original,,KMeans,0,80,Diabetes,XGBClassifier,closest,0.08985234055922073
Decoded,decoded,MLP,Agglo,2,80,Electricity,GaussianNB,centroid,0.0960539861402356
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Electricity,GaussianNB,centroid,0.1869650133501023
Encoded,encoded,MLP,Agglo,1,80,Electricity,GaussianNB,centroid,0.0849194556505289
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,GaussianNB,centroid,0.0688486202358645
Original,original,,Agglo,3,80,Electricity,GaussianNB,centroid,0.157079738018505
Decoded,decoded,GNN,Agglo,3,80,Electricity,GaussianNB,centroid,0.1585039391042627
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Electricity,GaussianNB,centroid,0.1669130455729134
Encoded,encoded,GNN,Agglo,1,80,Electricity,GaussianNB,centroid,0.0981943764754209
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Electricity,GaussianNB,centroid,0.0756342249460543
Original,original,,Agglo,2,80,Electricity,GaussianNB,centroid,0.157079738018505
Decoded,decoded,MLP,Agglo,4,80,Electricity,GaussianNB,closest,0.1540641743094839
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Electricity,GaussianNB,closest,0.1371281178764589
Encoded,encoded,MLP,Agglo,1,80,Electricity,GaussianNB,closest,0.090863103765667
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,GaussianNB,closest,0.069438535013274
Original,original,,Agglo,2,80,Electricity,GaussianNB,closest,0.1097720086515762
Decoded,decoded,GNN,Agglo,4,80,Electricity,GaussianNB,closest,0.2033325177050501
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,Electricity,GaussianNB,closest,0.0844702684473564
Encoded,encoded,GNN,Agglo,2,80,Electricity,GaussianNB,closest,0.1091176254313743
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Electricity,GaussianNB,closest,0.0904392728821768
Original,original,,Agglo,3,80,Electricity,GaussianNB,closest,0.1097720086515762
Decoded,decoded,MLP,KIP,4,80,Electricity,GaussianNB,centroid,0.21643127549894897
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Electricity,GaussianNB,centroid,0.18189406636763103
Encoded,encoded,MLP,KIP,1,80,Electricity,GaussianNB,centroid,0.14913349848749546
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Electricity,GaussianNB,centroid,0.11814535003131503
Original,original,,KIP,2,80,Electricity,GaussianNB,centroid,0.16773417195134624
Decoded,decoded,GNN,KIP,4,80,Electricity,GaussianNB,centroid,0.17386806853306083
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Electricity,GaussianNB,centroid,0.16278465638383377
Encoded,encoded,GNN,KIP,1,80,Electricity,GaussianNB,centroid,0.12929376310604765
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Electricity,GaussianNB,centroid,0.10835143351953318
Original,original,,KIP,3,80,Electricity,GaussianNB,centroid,0.16773417195134624
Decoded,decoded,MLP,KMeans,4,80,Electricity,GaussianNB,centroid,0.15776702106349474
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Electricity,GaussianNB,centroid,0.1491887879425628
Encoded,encoded,MLP,KMeans,1,80,Electricity,GaussianNB,centroid,0.09183291960271711
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,GaussianNB,centroid,0.07223503279839949
Original,original,,KMeans,2,80,Electricity,GaussianNB,centroid,0.13511234117435253
Decoded,decoded,GNN,KMeans,2,80,Electricity,GaussianNB,centroid,0.09884867094850379
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Electricity,GaussianNB,centroid,0.14004268736418515
Encoded,encoded,GNN,KMeans,1,80,Electricity,GaussianNB,centroid,0.09210816245286883
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Electricity,GaussianNB,centroid,0.08108432497673557
Original,original,,KMeans,3,80,Electricity,GaussianNB,centroid,0.13511234117435253
Decoded,decoded,MLP,KMeans,2,80,Electricity,GaussianNB,closest,0.12403004470319152
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Electricity,GaussianNB,closest,0.14422100314671923
Encoded,encoded,MLP,KMeans,1,80,Electricity,GaussianNB,closest,0.08520560171814413
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,GaussianNB,closest,0.0700190806305609
Original,original,,KMeans,3,80,Electricity,GaussianNB,closest,0.1372400533496966
Decoded,decoded,GNN,KMeans,3,80,Electricity,GaussianNB,closest,0.13047882874088113
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Electricity,GaussianNB,closest,0.10209403898280589
Encoded,encoded,GNN,KMeans,1,80,Electricity,GaussianNB,closest,0.09205459722753997
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Electricity,GaussianNB,closest,0.08266844837072963
Original,original,,KMeans,4,80,Electricity,GaussianNB,closest,0.1372400533496966
Decoded,decoded,MLP,Agglo,4,80,Electricity,KNeighborsClassifier,centroid,0.2687864633092792
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Electricity,KNeighborsClassifier,centroid,0.2454813216652516
Encoded,encoded,MLP,Agglo,2,80,Electricity,KNeighborsClassifier,centroid,0.2432220689156379
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,KNeighborsClassifier,centroid,0.2028713563945552
Original,original,,Agglo,1,80,Electricity,KNeighborsClassifier,centroid,0.2208850189095355
Decoded,decoded,GNN,Agglo,4,80,Electricity,KNeighborsClassifier,centroid,0.25930172854134
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Electricity,KNeighborsClassifier,centroid,0.2508725135948431
Encoded,encoded,GNN,Agglo,2,80,Electricity,KNeighborsClassifier,centroid,0.2365518941310641
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Electricity,KNeighborsClassifier,centroid,0.2205735958908753
Original,original,,Agglo,1,80,Electricity,KNeighborsClassifier,centroid,0.2208850189095355
Decoded,decoded,MLP,Agglo,2,80,Electricity,KNeighborsClassifier,closest,0.2385968308347077
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Electricity,KNeighborsClassifier,closest,0.2320220612576948
Encoded,encoded,MLP,Agglo,4,80,Electricity,KNeighborsClassifier,closest,0.277551298247368
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,KNeighborsClassifier,closest,0.207211867897291
Original,original,,Agglo,3,80,Electricity,KNeighborsClassifier,closest,0.2477427016212769
Decoded,decoded,GNN,Agglo,4,80,Electricity,KNeighborsClassifier,closest,0.274172230862521
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Electricity,KNeighborsClassifier,closest,0.2473195470858468
Encoded,encoded,GNN,Agglo,3,80,Electricity,KNeighborsClassifier,closest,0.2540019001271271
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Electricity,KNeighborsClassifier,closest,0.2147643015410813
Original,original,,Agglo,2,80,Electricity,KNeighborsClassifier,closest,0.2477427016212769
Decoded,decoded,MLP,KIP,3,80,Electricity,KNeighborsClassifier,centroid,0.3397718305222744
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Electricity,KNeighborsClassifier,centroid,0.31342687900795596
Encoded,encoded,MLP,KIP,2,80,Electricity,KNeighborsClassifier,centroid,0.33750463265671327
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Electricity,KNeighborsClassifier,centroid,0.30029480421856936
Original,original,,KIP,4,80,Electricity,KNeighborsClassifier,centroid,0.3582748781443102
Decoded,decoded,GNN,KIP,2,80,Electricity,KNeighborsClassifier,centroid,0.30614921661635375
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Electricity,KNeighborsClassifier,centroid,0.31203856837944893
Encoded,encoded,GNN,KIP,1,80,Electricity,KNeighborsClassifier,centroid,0.29404230641291573
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Electricity,KNeighborsClassifier,centroid,0.27606383852801575
Original,original,,KIP,4,80,Electricity,KNeighborsClassifier,centroid,0.3582748781443102
Decoded,decoded,MLP,KMeans,4,80,Electricity,KNeighborsClassifier,centroid,0.26656674469082514
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Electricity,KNeighborsClassifier,centroid,0.23873256787583283
Encoded,encoded,MLP,KMeans,3,80,Electricity,KNeighborsClassifier,centroid,0.250158272134048
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,KNeighborsClassifier,centroid,0.19885746680029068
Original,original,,KMeans,1,80,Electricity,KNeighborsClassifier,centroid,0.2119496990135877
Decoded,decoded,GNN,KMeans,3,80,Electricity,KNeighborsClassifier,centroid,0.2426048174311802
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Electricity,KNeighborsClassifier,centroid,0.2436341087975673
Encoded,encoded,GNN,KMeans,2,80,Electricity,KNeighborsClassifier,centroid,0.23284207805730744
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Electricity,KNeighborsClassifier,centroid,0.21219901824106085
Original,original,,KMeans,0,80,Electricity,KNeighborsClassifier,centroid,0.2119496990135877
Decoded,decoded,MLP,KMeans,3,80,Electricity,KNeighborsClassifier,closest,0.24048119536237095
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Electricity,KNeighborsClassifier,closest,0.2347508629145759
Encoded,encoded,MLP,KMeans,4,80,Electricity,KNeighborsClassifier,closest,0.25279036035142516
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,KNeighborsClassifier,closest,0.20442186651194785
Original,original,,KMeans,2,80,Electricity,KNeighborsClassifier,closest,0.23699763959858547
Decoded,decoded,GNN,KMeans,3,80,Electricity,KNeighborsClassifier,closest,0.24111209287595914
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Electricity,KNeighborsClassifier,closest,0.248832618370395
Encoded,encoded,GNN,KMeans,2,80,Electricity,KNeighborsClassifier,closest,0.23758457839167768
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Electricity,KNeighborsClassifier,closest,0.22550237569071058
Original,original,,KMeans,1,80,Electricity,KNeighborsClassifier,closest,0.23699763959858547
Decoded,decoded,MLP,Agglo,4,80,Electricity,LogisticRegression,centroid,0.1894893800021537
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Electricity,LogisticRegression,centroid,0.1694234600234756
Encoded,encoded,MLP,Agglo,2,80,Electricity,LogisticRegression,centroid,0.1659991849449908
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Electricity,LogisticRegression,centroid,0.1402952732674859
Original,original,,Agglo,0,80,Electricity,LogisticRegression,centroid,0.1156048428438335
Decoded,decoded,GNN,Agglo,3,80,Electricity,LogisticRegression,centroid,0.1876079378944036
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Electricity,LogisticRegression,centroid,0.1902109993010796
Encoded,encoded,GNN,Agglo,2,80,Electricity,LogisticRegression,centroid,0.1397835177295579
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Electricity,LogisticRegression,centroid,0.1373827537269293
Original,original,,Agglo,0,80,Electricity,LogisticRegression,centroid,0.1156048428438335
Decoded,decoded,MLP,Agglo,2,80,Electricity,LogisticRegression,closest,0.1363977782829836
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Electricity,LogisticRegression,closest,0.1431903139369479
Encoded,encoded,MLP,Agglo,1,80,Electricity,LogisticRegression,closest,0.1361016345911785
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,LogisticRegression,closest,0.134484428437396
Original,original,,Agglo,3,80,Electricity,LogisticRegression,closest,0.1420573546279945
Decoded,decoded,GNN,Agglo,4,80,Electricity,LogisticRegression,closest,0.1881638011875779
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Electricity,LogisticRegression,closest,0.1631689568680115
Encoded,encoded,GNN,Agglo,1,80,Electricity,LogisticRegression,closest,0.1469701491381743
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,Electricity,LogisticRegression,closest,0.1476529981894704
Original,original,,Agglo,0,80,Electricity,LogisticRegression,closest,0.1420573546279945
Decoded,decoded,MLP,KIP,4,80,Electricity,LogisticRegression,centroid,0.2305466968570174
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Electricity,LogisticRegression,centroid,0.18368224210043002
Encoded,encoded,MLP,KIP,1,80,Electricity,LogisticRegression,centroid,0.1697805451483932
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Electricity,LogisticRegression,centroid,0.1549298628037657
Original,original,,KIP,3,80,Electricity,LogisticRegression,centroid,0.18383931732456432
Decoded,decoded,GNN,KIP,3,80,Electricity,LogisticRegression,centroid,0.18999653707198172
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Electricity,LogisticRegression,centroid,0.20025742036731903
Encoded,encoded,GNN,KIP,1,80,Electricity,LogisticRegression,centroid,0.17029639473062477
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Electricity,LogisticRegression,centroid,0.15381882833378963
Original,original,,KIP,2,80,Electricity,LogisticRegression,centroid,0.18383931732456432
Decoded,decoded,MLP,KMeans,4,80,Electricity,LogisticRegression,centroid,0.20073757316784474
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Electricity,LogisticRegression,centroid,0.15556861583060183
Encoded,encoded,MLP,KMeans,3,80,Electricity,LogisticRegression,centroid,0.16589204767672952
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Electricity,LogisticRegression,centroid,0.14042329133477333
Original,original,,KMeans,0,80,Electricity,LogisticRegression,centroid,0.11877692948554161
Decoded,decoded,GNN,KMeans,3,80,Electricity,LogisticRegression,centroid,0.14726111955336668
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Electricity,LogisticRegression,centroid,0.1712469755101073
Encoded,encoded,GNN,KMeans,2,80,Electricity,LogisticRegression,centroid,0.14173437089789073
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Electricity,LogisticRegression,centroid,0.13232013361834444
Original,original,,KMeans,0,80,Electricity,LogisticRegression,centroid,0.11877692948554161
Decoded,decoded,MLP,KMeans,3,80,Electricity,LogisticRegression,closest,0.1505180549699938
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Electricity,LogisticRegression,closest,0.1353306873372499
Encoded,encoded,MLP,KMeans,4,80,Electricity,LogisticRegression,closest,0.1586492258033183
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,Electricity,LogisticRegression,closest,0.135419712271974
Original,original,,KMeans,0,80,Electricity,LogisticRegression,closest,0.1319782867844015
Decoded,decoded,GNN,KMeans,4,80,Electricity,LogisticRegression,closest,0.15671341150259874
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Electricity,LogisticRegression,closest,0.1520599729394228
Encoded,encoded,GNN,KMeans,2,80,Electricity,LogisticRegression,closest,0.1489829056640692
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Electricity,LogisticRegression,closest,0.13764079582590477
Original,original,,KMeans,0,80,Electricity,LogisticRegression,closest,0.1319782867844015
Decoded,decoded,MLP,Agglo,4,80,Electricity,MLPClassifier,centroid,0.2401603047689046
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Electricity,MLPClassifier,centroid,0.2200697947962017
Encoded,encoded,MLP,Agglo,2,80,Electricity,MLPClassifier,centroid,0.1879917507225137
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,MLPClassifier,centroid,0.1745798441332644
Original,original,,Agglo,1,80,Electricity,MLPClassifier,centroid,0.1874673399879158
Decoded,decoded,GNN,Agglo,3,80,Electricity,MLPClassifier,centroid,0.2377512810507895
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Electricity,MLPClassifier,centroid,0.2404100189827432
Encoded,encoded,GNN,Agglo,2,80,Electricity,MLPClassifier,centroid,0.1979602354606919
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Electricity,MLPClassifier,centroid,0.1862201296108208
Original,original,,Agglo,1,80,Electricity,MLPClassifier,centroid,0.1874673399879158
Decoded,decoded,MLP,Agglo,3,80,Electricity,MLPClassifier,closest,0.1966037342942794
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Electricity,MLPClassifier,closest,0.1898956311061397
Encoded,encoded,MLP,Agglo,2,80,Electricity,MLPClassifier,closest,0.1918605793511273
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,MLPClassifier,closest,0.1779545782472249
Original,original,,Agglo,4,80,Electricity,MLPClassifier,closest,0.2048654212923167
Decoded,decoded,GNN,Agglo,4,80,Electricity,MLPClassifier,closest,0.2461481664156914
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Electricity,MLPClassifier,closest,0.2082102746078035
Encoded,encoded,GNN,Agglo,3,80,Electricity,MLPClassifier,closest,0.2110990239320157
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Electricity,MLPClassifier,closest,0.1875398920905853
Original,original,,Agglo,1,80,Electricity,MLPClassifier,closest,0.2048654212923167
Decoded,decoded,MLP,KIP,4,80,Electricity,MLPClassifier,centroid,0.2880516483886711
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Electricity,MLPClassifier,centroid,0.25721428337000757
Encoded,encoded,MLP,KIP,2,80,Electricity,MLPClassifier,centroid,0.251807720273055
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Electricity,MLPClassifier,centroid,0.21950286515492318
Original,original,,KIP,1,80,Electricity,MLPClassifier,centroid,0.22485891936119526
Decoded,decoded,GNN,KIP,3,80,Electricity,MLPClassifier,centroid,0.23989696186301163
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Electricity,MLPClassifier,centroid,0.2582464935100702
Encoded,encoded,GNN,KIP,2,80,Electricity,MLPClassifier,centroid,0.2289940299906335
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Electricity,MLPClassifier,centroid,0.22108027740484215
Original,original,,KIP,1,80,Electricity,MLPClassifier,centroid,0.22485891936119526
Decoded,decoded,MLP,KMeans,4,80,Electricity,MLPClassifier,centroid,0.2491647881405124
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Electricity,MLPClassifier,centroid,0.20964036200287986
Encoded,encoded,MLP,KMeans,2,80,Electricity,MLPClassifier,centroid,0.18982021610729605
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,MLPClassifier,centroid,0.17061883677915896
Original,original,,KMeans,1,80,Electricity,MLPClassifier,centroid,0.18031114456357505
Decoded,decoded,GNN,KMeans,3,80,Electricity,MLPClassifier,centroid,0.19973404456527866
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Electricity,MLPClassifier,centroid,0.21957303332503653
Encoded,encoded,GNN,KMeans,2,80,Electricity,MLPClassifier,centroid,0.18842587681502027
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Electricity,MLPClassifier,centroid,0.1780750158262097
Original,original,,KMeans,1,80,Electricity,MLPClassifier,centroid,0.18031114456357505
Decoded,decoded,MLP,KMeans,3,80,Electricity,MLPClassifier,closest,0.20058307289233
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Electricity,MLPClassifier,closest,0.1887670295378496
Encoded,encoded,MLP,KMeans,4,80,Electricity,MLPClassifier,closest,0.20171384068244036
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,MLPClassifier,closest,0.1657972624290106
Original,original,,KMeans,1,80,Electricity,MLPClassifier,closest,0.1848423036778472
Decoded,decoded,GNN,KMeans,3,80,Electricity,MLPClassifier,closest,0.20692061063724848
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Electricity,MLPClassifier,closest,0.20806143666334775
Encoded,encoded,GNN,KMeans,2,80,Electricity,MLPClassifier,closest,0.20394324215807286
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Electricity,MLPClassifier,closest,0.18774597707299118
Original,original,,KMeans,0,80,Electricity,MLPClassifier,closest,0.1848423036778472
Decoded,decoded,MLP,Agglo,3,80,Electricity,XGBClassifier,centroid,0.346189503515435
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Electricity,XGBClassifier,centroid,0.3360033417444149
Encoded,encoded,MLP,Agglo,1,80,Electricity,XGBClassifier,centroid,0.3158461374398258
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,XGBClassifier,centroid,0.2988965785019406
Original,original,,Agglo,4,80,Electricity,XGBClassifier,centroid,0.3640481225118075
Decoded,decoded,GNN,Agglo,3,80,Electricity,XGBClassifier,centroid,0.3369080510767515
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Electricity,XGBClassifier,centroid,0.3210226797553266
Encoded,encoded,GNN,Agglo,1,80,Electricity,XGBClassifier,centroid,0.3185183534415838
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Electricity,XGBClassifier,centroid,0.302283183737643
Original,original,,Agglo,4,80,Electricity,XGBClassifier,centroid,0.3640481225118075
Decoded,decoded,MLP,Agglo,3,80,Electricity,XGBClassifier,closest,0.3134604409257919
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Electricity,XGBClassifier,closest,0.3119922642155384
Encoded,encoded,MLP,Agglo,4,80,Electricity,XGBClassifier,closest,0.3290176224712491
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Electricity,XGBClassifier,closest,0.3006273940474912
Original,original,,Agglo,1,80,Electricity,XGBClassifier,closest,0.3043194202589726
Decoded,decoded,GNN,Agglo,3,80,Electricity,XGBClassifier,closest,0.3370929569381561
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Electricity,XGBClassifier,closest,0.3090658207823746
Encoded,encoded,GNN,Agglo,4,80,Electricity,XGBClassifier,closest,0.3517056925191004
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,Electricity,XGBClassifier,closest,0.3146842035091797
Original,original,,Agglo,0,80,Electricity,XGBClassifier,closest,0.3043194202589726
Decoded,decoded,MLP,KIP,4,80,Electricity,XGBClassifier,centroid,0.39724108852847906
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Electricity,XGBClassifier,centroid,0.3563439629952371
Encoded,encoded,MLP,KIP,2,80,Electricity,XGBClassifier,centroid,0.3706043477676569
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Electricity,XGBClassifier,centroid,0.33315056093912254
Original,original,,KIP,3,80,Electricity,XGBClassifier,centroid,0.39374269863554456
Decoded,decoded,GNN,KIP,1,80,Electricity,XGBClassifier,centroid,0.3391133858211381
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Electricity,XGBClassifier,centroid,0.3540600251317279
Encoded,encoded,GNN,KIP,3,80,Electricity,XGBClassifier,centroid,0.36347033641071474
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Electricity,XGBClassifier,centroid,0.3284662114389098
Original,original,,KIP,4,80,Electricity,XGBClassifier,centroid,0.39374269863554456
Decoded,decoded,MLP,KMeans,3,80,Electricity,XGBClassifier,centroid,0.34540068785947264
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Electricity,XGBClassifier,centroid,0.3126262907033393
Encoded,encoded,MLP,KMeans,1,80,Electricity,XGBClassifier,centroid,0.3075970156338993
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,XGBClassifier,centroid,0.2928813225356689
Original,original,,KMeans,4,80,Electricity,XGBClassifier,centroid,0.4551380190525066
Decoded,decoded,GNN,KMeans,2,80,Electricity,XGBClassifier,centroid,0.30628656724902903
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Electricity,XGBClassifier,centroid,0.31787827461029333
Encoded,encoded,GNN,KMeans,1,80,Electricity,XGBClassifier,centroid,0.3046353699920362
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Electricity,XGBClassifier,centroid,0.29275583792520243
Original,original,,KMeans,4,80,Electricity,XGBClassifier,centroid,0.4551380190525066
Decoded,decoded,MLP,KMeans,3,80,Electricity,XGBClassifier,closest,0.31791862034413076
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Electricity,XGBClassifier,closest,0.30162213440630603
Encoded,encoded,MLP,KMeans,4,80,Electricity,XGBClassifier,closest,0.3212534422703596
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Electricity,XGBClassifier,closest,0.2976132109702882
Original,original,,KMeans,2,80,Electricity,XGBClassifier,closest,0.3033727409217023
Decoded,decoded,GNN,KMeans,3,80,Electricity,XGBClassifier,closest,0.311694539190906
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Electricity,XGBClassifier,closest,0.31099578356626306
Encoded,encoded,GNN,KMeans,4,80,Electricity,XGBClassifier,closest,0.31845178733147816
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Electricity,XGBClassifier,closest,0.3038326030075506
Original,original,,KMeans,0,80,Electricity,XGBClassifier,closest,0.3033727409217023
Decoded,decoded,MLP,Agglo,2,80,Elevators,GaussianNB,centroid,-0.1319403127463575
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Elevators,GaussianNB,centroid,-0.0747947114550974
Encoded,encoded,MLP,Agglo,1,80,Elevators,GaussianNB,centroid,-0.1877264555520244
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,GaussianNB,centroid,-0.3038135098845974
Original,original,,Agglo,4,80,Elevators,GaussianNB,centroid,-0.0606090296663621
Decoded,decoded,GNN,Agglo,4,80,Elevators,GaussianNB,centroid,0.0141972845638613
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Elevators,GaussianNB,centroid,0.009855268272276
Encoded,encoded,GNN,Agglo,1,80,Elevators,GaussianNB,centroid,-0.1528169281910693
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,GaussianNB,centroid,-0.3369510356443697
Original,original,,Agglo,2,80,Elevators,GaussianNB,centroid,-0.0606090296663621
Decoded,decoded,MLP,Agglo,3,80,Elevators,GaussianNB,closest,-0.0877279381288461
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Elevators,GaussianNB,closest,-0.0894748003839227
Encoded,encoded,MLP,Agglo,1,80,Elevators,GaussianNB,closest,-0.1991513214593969
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,GaussianNB,closest,-0.2852606724581703
Original,original,,Agglo,4,80,Elevators,GaussianNB,closest,-0.0006987449020307
Decoded,decoded,GNN,Agglo,3,80,Elevators,GaussianNB,closest,-0.0282269734870141
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Elevators,GaussianNB,closest,-0.0425531777744975
Encoded,encoded,GNN,Agglo,1,80,Elevators,GaussianNB,closest,-0.1281739230207436
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,GaussianNB,closest,-0.3415805429196321
Original,original,,Agglo,4,80,Elevators,GaussianNB,closest,-0.0006987449020307
Decoded,decoded,MLP,KIP,4,80,Elevators,GaussianNB,centroid,0.07769669443382647
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Elevators,GaussianNB,centroid,-0.007532779451227339
Encoded,encoded,MLP,KIP,1,80,Elevators,GaussianNB,centroid,-0.09945666782479545
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Elevators,GaussianNB,centroid,-0.2654948293521847
Original,original,,KIP,3,80,Elevators,GaussianNB,centroid,0.048540080819774754
Decoded,decoded,GNN,KIP,3,80,Elevators,GaussianNB,centroid,0.01981380124317294
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Elevators,GaussianNB,centroid,0.00336274207095366
Encoded,encoded,GNN,KIP,1,80,Elevators,GaussianNB,centroid,-0.1329275799898539
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Elevators,GaussianNB,centroid,-0.3277370140773891
Original,original,,KIP,4,80,Elevators,GaussianNB,centroid,0.048540080819774754
Decoded,decoded,MLP,KMeans,4,80,Elevators,GaussianNB,centroid,-0.05883341831291779
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Elevators,GaussianNB,centroid,-0.08989121109122156
Encoded,encoded,MLP,KMeans,1,80,Elevators,GaussianNB,centroid,-0.1964615403457497
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,GaussianNB,centroid,-0.3028984376863291
Original,original,,KMeans,3,80,Elevators,GaussianNB,centroid,-0.07091719292772174
Decoded,decoded,GNN,KMeans,4,80,Elevators,GaussianNB,centroid,-0.00850857283932148
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Elevators,GaussianNB,centroid,-0.02130243729183482
Encoded,encoded,GNN,KMeans,1,80,Elevators,GaussianNB,centroid,-0.16741747365041987
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,GaussianNB,centroid,-0.32833597511333645
Original,original,,KMeans,2,80,Elevators,GaussianNB,centroid,-0.07091719292772174
Decoded,decoded,MLP,KMeans,2,80,Elevators,GaussianNB,closest,-0.09038626282992966
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Elevators,GaussianNB,closest,-0.07491357544027687
Encoded,encoded,MLP,KMeans,1,80,Elevators,GaussianNB,closest,-0.18193847564029578
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,GaussianNB,closest,-0.2761305776312676
Original,original,,KMeans,4,80,Elevators,GaussianNB,closest,0.012531126055771998
Decoded,decoded,GNN,KMeans,3,80,Elevators,GaussianNB,closest,-0.01217556545802272
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Elevators,GaussianNB,closest,-0.06267161632458884
Encoded,encoded,GNN,KMeans,1,80,Elevators,GaussianNB,closest,-0.1636104742118653
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,GaussianNB,closest,-0.34123568265894344
Original,original,,KMeans,4,80,Elevators,GaussianNB,closest,0.012531126055771998
Decoded,decoded,MLP,Agglo,3,80,Elevators,KNeighborsClassifier,centroid,0.0622209276806364
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Elevators,KNeighborsClassifier,centroid,0.0608338465988447
Encoded,encoded,MLP,Agglo,4,80,Elevators,KNeighborsClassifier,centroid,0.0765539302990492
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,KNeighborsClassifier,centroid,-0.0182540477180164
Original,original,,Agglo,1,80,Elevators,KNeighborsClassifier,centroid,0.0258534113699182
Decoded,decoded,GNN,Agglo,4,80,Elevators,KNeighborsClassifier,centroid,0.0626077731154053
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Elevators,KNeighborsClassifier,centroid,0.057463993033748
Encoded,encoded,GNN,Agglo,3,80,Elevators,KNeighborsClassifier,centroid,0.0610917435553572
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,KNeighborsClassifier,centroid,-0.0481220550443127
Original,original,,Agglo,1,80,Elevators,KNeighborsClassifier,centroid,0.0258534113699182
Decoded,decoded,MLP,Agglo,1,80,Elevators,KNeighborsClassifier,closest,0.0334644056688784
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Elevators,KNeighborsClassifier,closest,0.0475572101415196
Encoded,encoded,MLP,Agglo,4,80,Elevators,KNeighborsClassifier,closest,0.0899792367665992
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,KNeighborsClassifier,closest,0.0162990876515902
Original,original,,Agglo,3,80,Elevators,KNeighborsClassifier,closest,0.0476290167450975
Decoded,decoded,GNN,Agglo,3,80,Elevators,KNeighborsClassifier,closest,0.0521674974994107
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Elevators,KNeighborsClassifier,closest,0.0259095418839828
Encoded,encoded,GNN,Agglo,4,80,Elevators,KNeighborsClassifier,closest,0.1053094409501934
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,KNeighborsClassifier,closest,-0.0277168433007978
Original,original,,Agglo,2,80,Elevators,KNeighborsClassifier,closest,0.0476290167450975
Decoded,decoded,MLP,KIP,2,80,Elevators,KNeighborsClassifier,centroid,0.19527269821909504
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Elevators,KNeighborsClassifier,centroid,0.1309958766827776
Encoded,encoded,MLP,KIP,3,80,Elevators,KNeighborsClassifier,centroid,0.23259787189499642
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Elevators,KNeighborsClassifier,centroid,0.12382755492446647
Original,original,,KIP,4,80,Elevators,KNeighborsClassifier,centroid,0.3240166793592423
Decoded,decoded,GNN,KIP,1,80,Elevators,KNeighborsClassifier,centroid,0.15321961594592043
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Elevators,KNeighborsClassifier,centroid,0.1588445002715503
Encoded,encoded,GNN,KIP,2,80,Elevators,KNeighborsClassifier,centroid,0.15327493737149395
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Elevators,KNeighborsClassifier,centroid,0.013660346674191099
Original,original,,KIP,4,80,Elevators,KNeighborsClassifier,centroid,0.3240166793592423
Decoded,decoded,MLP,KMeans,3,80,Elevators,KNeighborsClassifier,centroid,0.05185306548458831
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Elevators,KNeighborsClassifier,centroid,0.05036768015113766
Encoded,encoded,MLP,KMeans,4,80,Elevators,KNeighborsClassifier,centroid,0.06854365082977072
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,KNeighborsClassifier,centroid,-0.021564837823268738
Original,original,,KMeans,1,80,Elevators,KNeighborsClassifier,centroid,0.026794988101342336
Decoded,decoded,GNN,KMeans,2,80,Elevators,KNeighborsClassifier,centroid,0.05107037350558826
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Elevators,KNeighborsClassifier,centroid,0.05905627918407462
Encoded,encoded,GNN,KMeans,4,80,Elevators,KNeighborsClassifier,centroid,0.06785117221751936
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,KNeighborsClassifier,centroid,-0.043214832210217324
Original,original,,KMeans,1,80,Elevators,KNeighborsClassifier,centroid,0.026794988101342336
Decoded,decoded,MLP,KMeans,2,80,Elevators,KNeighborsClassifier,closest,0.053223256844130096
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Elevators,KNeighborsClassifier,closest,0.05107178941044747
Encoded,encoded,MLP,KMeans,4,80,Elevators,KNeighborsClassifier,closest,0.09613124224412824
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,KNeighborsClassifier,closest,0.014669583430676699
Original,original,,KMeans,3,80,Elevators,KNeighborsClassifier,closest,0.05857325335493594
Decoded,decoded,GNN,KMeans,3,80,Elevators,KNeighborsClassifier,closest,0.06030085955538561
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Elevators,KNeighborsClassifier,closest,0.05675573719592174
Encoded,encoded,GNN,KMeans,4,80,Elevators,KNeighborsClassifier,closest,0.08010471627795016
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,KNeighborsClassifier,closest,-0.03781891992754608
Original,original,,KMeans,2,80,Elevators,KNeighborsClassifier,closest,0.05857325335493594
Decoded,decoded,MLP,Agglo,1,80,Elevators,LogisticRegression,centroid,0.1813879273041973
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Elevators,LogisticRegression,centroid,0.185623892045058
Encoded,encoded,MLP,Agglo,4,80,Elevators,LogisticRegression,centroid,0.2060508298320794
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,LogisticRegression,centroid,0.1026581322147931
Original,original,,Agglo,3,80,Elevators,LogisticRegression,centroid,0.1899505869543976
Decoded,decoded,GNN,Agglo,2,80,Elevators,LogisticRegression,centroid,0.2092455786490976
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Elevators,LogisticRegression,centroid,0.2355830634692424
Encoded,encoded,GNN,Agglo,3,80,Elevators,LogisticRegression,centroid,0.2166728025851119
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,LogisticRegression,centroid,0.1225764576150529
Original,original,,Agglo,1,80,Elevators,LogisticRegression,centroid,0.1899505869543976
Decoded,decoded,MLP,Agglo,1,80,Elevators,LogisticRegression,closest,0.1496816592454042
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Elevators,LogisticRegression,closest,0.1903675967672144
Encoded,encoded,MLP,Agglo,4,80,Elevators,LogisticRegression,closest,0.2244201993272009
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,LogisticRegression,closest,0.1152451982803143
Original,original,,Agglo,3,80,Elevators,LogisticRegression,closest,0.2044543278290364
Decoded,decoded,GNN,Agglo,4,80,Elevators,LogisticRegression,closest,0.2363712818079032
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Elevators,LogisticRegression,closest,0.2150601610809452
Encoded,encoded,GNN,Agglo,2,80,Elevators,LogisticRegression,closest,0.2103487353610362
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,LogisticRegression,closest,0.1170174899847853
Original,original,,Agglo,1,80,Elevators,LogisticRegression,closest,0.2044543278290364
Decoded,decoded,MLP,KIP,4,80,Elevators,LogisticRegression,centroid,0.2936067510224591
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Elevators,LogisticRegression,centroid,0.24778618388911372
Encoded,encoded,MLP,KIP,1,80,Elevators,LogisticRegression,centroid,0.2273345570274005
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Elevators,LogisticRegression,centroid,0.10734425817618405
Original,original,,KIP,3,80,Elevators,LogisticRegression,centroid,0.26478325958599125
Decoded,decoded,GNN,KIP,1,80,Elevators,LogisticRegression,centroid,0.24620512346282153
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Elevators,LogisticRegression,centroid,0.2676216307700897
Encoded,encoded,GNN,KIP,2,80,Elevators,LogisticRegression,centroid,0.2473675165059114
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Elevators,LogisticRegression,centroid,0.11695109992881167
Original,original,,KIP,3,80,Elevators,LogisticRegression,centroid,0.26478325958599125
Decoded,decoded,MLP,KMeans,4,80,Elevators,LogisticRegression,centroid,0.22666987130274566
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Elevators,LogisticRegression,centroid,0.18676464943258747
Encoded,encoded,MLP,KMeans,3,80,Elevators,LogisticRegression,centroid,0.215171741740065
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,LogisticRegression,centroid,0.09861994179310726
Original,original,,KMeans,2,80,Elevators,LogisticRegression,centroid,0.19584499448639742
Decoded,decoded,GNN,KMeans,2,80,Elevators,LogisticRegression,centroid,0.2148257457321924
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Elevators,LogisticRegression,centroid,0.25058468614340945
Encoded,encoded,GNN,KMeans,3,80,Elevators,LogisticRegression,centroid,0.2178010845744755
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,LogisticRegression,centroid,0.115500464119708
Original,original,,KMeans,1,80,Elevators,LogisticRegression,centroid,0.19584499448639742
Decoded,decoded,MLP,KMeans,1,80,Elevators,LogisticRegression,closest,0.1858981763236136
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Elevators,LogisticRegression,closest,0.1941982419285046
Encoded,encoded,MLP,KMeans,4,80,Elevators,LogisticRegression,closest,0.20838364204854765
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,LogisticRegression,closest,0.10303518585726049
Original,original,,KMeans,2,80,Elevators,LogisticRegression,closest,0.18650990703647344
Decoded,decoded,GNN,KMeans,3,80,Elevators,LogisticRegression,closest,0.21266697840621993
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Elevators,LogisticRegression,closest,0.18113606384612158
Encoded,encoded,GNN,KMeans,4,80,Elevators,LogisticRegression,closest,0.22355538378861267
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,LogisticRegression,closest,0.11448751413296854
Original,original,,KMeans,2,80,Elevators,LogisticRegression,closest,0.18650990703647344
Decoded,decoded,MLP,Agglo,2,80,Elevators,MLPClassifier,centroid,0.1841130561215762
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Elevators,MLPClassifier,centroid,0.1796937932108746
Encoded,encoded,MLP,Agglo,3,80,Elevators,MLPClassifier,centroid,0.1996719244227284
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,MLPClassifier,centroid,0.1032020403868124
Original,original,,Agglo,4,80,Elevators,MLPClassifier,centroid,0.2030375650473934
Decoded,decoded,GNN,Agglo,2,80,Elevators,MLPClassifier,centroid,0.1976998830426756
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Elevators,MLPClassifier,centroid,0.2233197940535973
Encoded,encoded,GNN,Agglo,1,80,Elevators,MLPClassifier,centroid,0.1890963219918712
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,MLPClassifier,centroid,0.1159233918586677
Original,original,,Agglo,3,80,Elevators,MLPClassifier,centroid,0.2030375650473934
Decoded,decoded,MLP,Agglo,1,80,Elevators,MLPClassifier,closest,0.1525183891655425
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Elevators,MLPClassifier,closest,0.2013245537310174
Encoded,encoded,MLP,Agglo,4,80,Elevators,MLPClassifier,closest,0.207363192090482
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,MLPClassifier,closest,0.108217685015067
Original,original,,Agglo,2,80,Elevators,MLPClassifier,closest,0.2004582031802066
Decoded,decoded,GNN,Agglo,4,80,Elevators,MLPClassifier,closest,0.2358385595128134
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Elevators,MLPClassifier,closest,0.18919345826575
Encoded,encoded,GNN,Agglo,2,80,Elevators,MLPClassifier,closest,0.1925096556519091
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,MLPClassifier,closest,0.1081682417765611
Original,original,,Agglo,3,80,Elevators,MLPClassifier,closest,0.2004582031802066
Decoded,decoded,MLP,KIP,4,80,Elevators,MLPClassifier,centroid,0.29855717629227346
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Elevators,MLPClassifier,centroid,0.24791329843719995
Encoded,encoded,MLP,KIP,2,80,Elevators,MLPClassifier,centroid,0.24254551293859547
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Elevators,MLPClassifier,centroid,0.1106774204981166
Original,original,,KIP,1,80,Elevators,MLPClassifier,centroid,0.17069031074419078
Decoded,decoded,GNN,KIP,3,80,Elevators,MLPClassifier,centroid,0.23803725219858327
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Elevators,MLPClassifier,centroid,0.26716605796060205
Encoded,encoded,GNN,KIP,2,80,Elevators,MLPClassifier,centroid,0.2213892324877956
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Elevators,MLPClassifier,centroid,0.1091623571560774
Original,original,,KIP,1,80,Elevators,MLPClassifier,centroid,0.17069031074419078
Decoded,decoded,MLP,KMeans,4,80,Elevators,MLPClassifier,centroid,0.21639292760416007
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Elevators,MLPClassifier,centroid,0.1851609902474306
Encoded,encoded,MLP,KMeans,3,80,Elevators,MLPClassifier,centroid,0.2059464026543581
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,MLPClassifier,centroid,0.10047478635489131
Original,original,,KMeans,2,80,Elevators,MLPClassifier,centroid,0.20218504110133284
Decoded,decoded,GNN,KMeans,3,80,Elevators,MLPClassifier,centroid,0.20585862996724064
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Elevators,MLPClassifier,centroid,0.23925128060175482
Encoded,encoded,GNN,KMeans,1,80,Elevators,MLPClassifier,centroid,0.18634132724029287
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,MLPClassifier,centroid,0.10715574926414903
Original,original,,KMeans,2,80,Elevators,MLPClassifier,centroid,0.20218504110133284
Decoded,decoded,MLP,KMeans,1,80,Elevators,MLPClassifier,closest,0.18110410689540657
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Elevators,MLPClassifier,closest,0.19859441186392698
Encoded,encoded,MLP,KMeans,3,80,Elevators,MLPClassifier,closest,0.19373497286528824
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,MLPClassifier,closest,0.0986518622817661
Original,original,,KMeans,2,80,Elevators,MLPClassifier,closest,0.19147537311049168
Decoded,decoded,GNN,KMeans,4,80,Elevators,MLPClassifier,closest,0.21276239373532296
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Elevators,MLPClassifier,closest,0.17863150741932984
Encoded,encoded,GNN,KMeans,2,80,Elevators,MLPClassifier,closest,0.1894538009817765
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,MLPClassifier,closest,0.10004511148575186
Original,original,,KMeans,3,80,Elevators,MLPClassifier,closest,0.19147537311049168
Decoded,decoded,MLP,Agglo,1,80,Elevators,XGBClassifier,centroid,0.1994507295770989
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Elevators,XGBClassifier,centroid,0.251568239515836
Encoded,encoded,MLP,Agglo,2,80,Elevators,XGBClassifier,centroid,0.2130411078013896
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,XGBClassifier,centroid,0.1600567473400235
Original,original,,Agglo,4,80,Elevators,XGBClassifier,centroid,0.3558434649985906
Decoded,decoded,GNN,Agglo,2,80,Elevators,XGBClassifier,centroid,0.2300944699178126
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Elevators,XGBClassifier,centroid,0.2389754904862933
Encoded,encoded,GNN,Agglo,1,80,Elevators,XGBClassifier,centroid,0.2039475718907151
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,XGBClassifier,centroid,0.1149341290803166
Original,original,,Agglo,4,80,Elevators,XGBClassifier,centroid,0.3558434649985906
Decoded,decoded,MLP,Agglo,2,80,Elevators,XGBClassifier,closest,0.194211629935238
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Elevators,XGBClassifier,closest,0.2112486447176461
Encoded,encoded,MLP,Agglo,4,80,Elevators,XGBClassifier,closest,0.2344296061706325
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Elevators,XGBClassifier,closest,0.139688410977279
Original,original,,Agglo,1,80,Elevators,XGBClassifier,closest,0.179129667937046
Decoded,decoded,GNN,Agglo,4,80,Elevators,XGBClassifier,closest,0.2438655524559439
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Elevators,XGBClassifier,closest,0.2151932122334611
Encoded,encoded,GNN,Agglo,3,80,Elevators,XGBClassifier,closest,0.2314371604062268
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Elevators,XGBClassifier,closest,0.1139802400495546
Original,original,,Agglo,1,80,Elevators,XGBClassifier,closest,0.179129667937046
Decoded,decoded,MLP,KIP,3,80,Elevators,XGBClassifier,centroid,0.29030479383360885
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Elevators,XGBClassifier,centroid,0.24251384884282956
Encoded,encoded,MLP,KIP,2,80,Elevators,XGBClassifier,centroid,0.287327458307671
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Elevators,XGBClassifier,centroid,0.17698260025113038
Original,original,,KIP,4,80,Elevators,XGBClassifier,centroid,0.3615368437981307
Decoded,decoded,GNN,KIP,1,80,Elevators,XGBClassifier,centroid,0.23923908020178794
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Elevators,XGBClassifier,centroid,0.2723950965067073
Encoded,encoded,GNN,KIP,2,80,Elevators,XGBClassifier,centroid,0.26058436859085093
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Elevators,XGBClassifier,centroid,0.11160192386030365
Original,original,,KIP,4,80,Elevators,XGBClassifier,centroid,0.3615368437981307
Decoded,decoded,MLP,KMeans,3,80,Elevators,XGBClassifier,centroid,0.23924827005442334
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Elevators,XGBClassifier,centroid,0.20582742693846243
Encoded,encoded,MLP,KMeans,2,80,Elevators,XGBClassifier,centroid,0.2152675263302532
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,XGBClassifier,centroid,0.12652792345559663
Original,original,,KMeans,4,80,Elevators,XGBClassifier,centroid,0.4038707836028287
Decoded,decoded,GNN,KMeans,1,80,Elevators,XGBClassifier,centroid,0.2145622051404854
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Elevators,XGBClassifier,centroid,0.27147823197838966
Encoded,encoded,GNN,KMeans,2,80,Elevators,XGBClassifier,centroid,0.22452771668391236
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,XGBClassifier,centroid,0.1278513505990635
Original,original,,KMeans,4,80,Elevators,XGBClassifier,centroid,0.4038707836028287
Decoded,decoded,MLP,KMeans,1,80,Elevators,XGBClassifier,closest,0.19363911978884552
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Elevators,XGBClassifier,closest,0.21868102640050258
Encoded,encoded,MLP,KMeans,4,80,Elevators,XGBClassifier,closest,0.22179470752852168
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Elevators,XGBClassifier,closest,0.14622416348040926
Original,original,,KMeans,2,80,Elevators,XGBClassifier,closest,0.20469301032179507
Decoded,decoded,GNN,KMeans,4,80,Elevators,XGBClassifier,closest,0.24255847264649194
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Elevators,XGBClassifier,closest,0.20646612169662343
Encoded,encoded,GNN,KMeans,3,80,Elevators,XGBClassifier,closest,0.22729209504781817
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Elevators,XGBClassifier,closest,0.11513833820955159
Original,original,,KMeans,1,80,Elevators,XGBClassifier,closest,0.20469301032179507
Decoded,decoded,MLP,Agglo,3,80,Higgs,GaussianNB,centroid,0.1347562086017639
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Higgs,GaussianNB,centroid,0.1458753857590145
Encoded,encoded,MLP,Agglo,1,80,Higgs,GaussianNB,centroid,0.0700253657643505
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,GaussianNB,centroid,0.0241465629469465
Original,original,,Agglo,2,80,Higgs,GaussianNB,centroid,0.1231735752178957
Decoded,decoded,GNN,Agglo,2,80,Higgs,GaussianNB,centroid,0.0893807853242655
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,GaussianNB,centroid,0.1528996884001116
Encoded,encoded,GNN,Agglo,1,80,Higgs,GaussianNB,centroid,0.034165617055516
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,GaussianNB,centroid,-0.0109756418434926
Original,original,,Agglo,3,80,Higgs,GaussianNB,centroid,0.1231735752178957
Decoded,decoded,MLP,Agglo,2,80,Higgs,GaussianNB,closest,0.1209380897235285
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Higgs,GaussianNB,closest,0.1244634440295736
Encoded,encoded,MLP,Agglo,1,80,Higgs,GaussianNB,closest,0.0943101513951767
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,GaussianNB,closest,0.0299726946542086
Original,original,,Agglo,4,80,Higgs,GaussianNB,closest,0.1301026906206965
Decoded,decoded,GNN,Agglo,4,80,Higgs,GaussianNB,closest,0.1412219935206664
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Higgs,GaussianNB,closest,0.1158565749626064
Encoded,encoded,GNN,Agglo,1,80,Higgs,GaussianNB,closest,0.0602053938156649
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,GaussianNB,closest,-0.0106028461172864
Original,original,,Agglo,3,80,Higgs,GaussianNB,closest,0.1301026906206965
Decoded,decoded,MLP,KIP,4,80,Higgs,GaussianNB,centroid,0.15077004683947715
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Higgs,GaussianNB,centroid,0.1502654287337893
Encoded,encoded,MLP,KIP,1,80,Higgs,GaussianNB,centroid,0.1301967650359293
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Higgs,GaussianNB,centroid,0.08826644706119928
Original,original,,KIP,3,80,Higgs,GaussianNB,centroid,0.15038732372560465
Decoded,decoded,GNN,KIP,4,80,Higgs,GaussianNB,centroid,0.15290982955040028
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Higgs,GaussianNB,centroid,0.13839777432872477
Encoded,encoded,GNN,KIP,1,80,Higgs,GaussianNB,centroid,0.10904050855133789
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Higgs,GaussianNB,centroid,0.0190314371572312
Original,original,,KIP,3,80,Higgs,GaussianNB,centroid,0.15038732372560465
Decoded,decoded,MLP,KMeans,3,80,Higgs,GaussianNB,centroid,0.1408529512146228
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Higgs,GaussianNB,centroid,0.1371214480078848
Encoded,encoded,MLP,KMeans,1,80,Higgs,GaussianNB,centroid,0.0634047098255706
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,GaussianNB,centroid,0.00746211364017086
Original,original,,KMeans,4,80,Higgs,GaussianNB,centroid,0.1416044148520132
Decoded,decoded,GNN,KMeans,4,80,Higgs,GaussianNB,centroid,0.1433963932021348
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Higgs,GaussianNB,centroid,0.13412641361929448
Encoded,encoded,GNN,KMeans,1,80,Higgs,GaussianNB,centroid,0.025311676119951866
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,GaussianNB,centroid,-0.031562233513848466
Original,original,,KMeans,3,80,Higgs,GaussianNB,centroid,0.1416044148520132
Decoded,decoded,MLP,KMeans,3,80,Higgs,GaussianNB,closest,0.12526541851719342
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Higgs,GaussianNB,closest,0.12988436982480298
Encoded,encoded,MLP,KMeans,1,80,Higgs,GaussianNB,closest,0.08822443013163973
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,GaussianNB,closest,0.00742034819604936
Original,original,,KMeans,2,80,Higgs,GaussianNB,closest,0.10550777314768636
Decoded,decoded,GNN,KMeans,4,80,Higgs,GaussianNB,closest,0.13376509191619862
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Higgs,GaussianNB,closest,0.12239502659882888
Encoded,encoded,GNN,KMeans,1,80,Higgs,GaussianNB,closest,0.04032622439536374
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,GaussianNB,closest,-0.027893224438461976
Original,original,,KMeans,2,80,Higgs,GaussianNB,closest,0.10550777314768636
Decoded,decoded,MLP,Agglo,3,80,Higgs,KNeighborsClassifier,centroid,0.1087982866517145
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Higgs,KNeighborsClassifier,centroid,0.0975674718027486
Encoded,encoded,MLP,Agglo,4,80,Higgs,KNeighborsClassifier,centroid,0.1137285788800392
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,KNeighborsClassifier,centroid,0.0418441449540348
Original,original,,Agglo,1,80,Higgs,KNeighborsClassifier,centroid,0.046643772205457
Decoded,decoded,GNN,Agglo,3,80,Higgs,KNeighborsClassifier,centroid,0.1086603725776197
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,KNeighborsClassifier,centroid,0.1323704780395998
Encoded,encoded,GNN,Agglo,2,80,Higgs,KNeighborsClassifier,centroid,0.0829239028136493
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,KNeighborsClassifier,centroid,0.0340680988043489
Original,original,,Agglo,1,80,Higgs,KNeighborsClassifier,centroid,0.046643772205457
Decoded,decoded,MLP,Agglo,1,80,Higgs,KNeighborsClassifier,closest,0.112090162096156
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Higgs,KNeighborsClassifier,closest,0.1145479080902672
Encoded,encoded,MLP,Agglo,4,80,Higgs,KNeighborsClassifier,closest,0.1377239967257035
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,KNeighborsClassifier,closest,0.0600986704823498
Original,original,,Agglo,3,80,Higgs,KNeighborsClassifier,closest,0.115114576058751
Decoded,decoded,GNN,Agglo,3,80,Higgs,KNeighborsClassifier,closest,0.1182248012093669
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,KNeighborsClassifier,closest,0.128006038256325
Encoded,encoded,GNN,Agglo,1,80,Higgs,KNeighborsClassifier,closest,0.1107705847704743
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,KNeighborsClassifier,closest,0.0625430056466539
Original,original,,Agglo,2,80,Higgs,KNeighborsClassifier,closest,0.115114576058751
Decoded,decoded,MLP,KIP,4,80,Higgs,KNeighborsClassifier,centroid,0.17961150336278053
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Higgs,KNeighborsClassifier,centroid,0.16682305687723203
Encoded,encoded,MLP,KIP,3,80,Higgs,KNeighborsClassifier,centroid,0.16874455694741228
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,Higgs,KNeighborsClassifier,centroid,0.15791697917071584
Original,original,,KIP,0,80,Higgs,KNeighborsClassifier,centroid,0.14264897294941986
Decoded,decoded,GNN,KIP,4,80,Higgs,KNeighborsClassifier,centroid,0.16622089249616037
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Higgs,KNeighborsClassifier,centroid,0.1616556466797276
Encoded,encoded,GNN,KIP,2,80,Higgs,KNeighborsClassifier,centroid,0.15639980353738414
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Higgs,KNeighborsClassifier,centroid,0.1251335412072361
Original,original,,KIP,1,80,Higgs,KNeighborsClassifier,centroid,0.14264897294941986
Decoded,decoded,MLP,KMeans,4,80,Higgs,KNeighborsClassifier,centroid,0.11206448821026449
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Higgs,KNeighborsClassifier,centroid,0.10832750611635011
Encoded,encoded,MLP,KMeans,3,80,Higgs,KNeighborsClassifier,centroid,0.1111032458406567
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,KNeighborsClassifier,centroid,0.040068375901089116
Original,original,,KMeans,1,80,Higgs,KNeighborsClassifier,centroid,0.04934549864742406
Decoded,decoded,GNN,KMeans,4,80,Higgs,KNeighborsClassifier,centroid,0.14363801560676243
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Higgs,KNeighborsClassifier,centroid,0.11939301738566074
Encoded,encoded,GNN,KMeans,2,80,Higgs,KNeighborsClassifier,centroid,0.07581002544704944
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,KNeighborsClassifier,centroid,0.021606888647916638
Original,original,,KMeans,1,80,Higgs,KNeighborsClassifier,centroid,0.04934549864742406
Decoded,decoded,MLP,KMeans,1,80,Higgs,KNeighborsClassifier,closest,0.10663507751746562
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Higgs,KNeighborsClassifier,closest,0.109033344669109
Encoded,encoded,MLP,KMeans,4,80,Higgs,KNeighborsClassifier,closest,0.12230053361510566
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,KNeighborsClassifier,closest,0.055569398310736706
Original,original,,KMeans,3,80,Higgs,KNeighborsClassifier,closest,0.11427291358825435
Decoded,decoded,GNN,KMeans,2,80,Higgs,KNeighborsClassifier,closest,0.11092949102185708
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Higgs,KNeighborsClassifier,closest,0.12809482157419508
Encoded,encoded,GNN,KMeans,1,80,Higgs,KNeighborsClassifier,closest,0.08768651738298762
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,KNeighborsClassifier,closest,0.0536681896717822
Original,original,,KMeans,3,80,Higgs,KNeighborsClassifier,closest,0.11427291358825435
Decoded,decoded,MLP,Agglo,3,80,Higgs,LogisticRegression,centroid,0.1359207533767923
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Higgs,LogisticRegression,centroid,0.1536951923482369
Encoded,encoded,MLP,Agglo,2,80,Higgs,LogisticRegression,centroid,0.1262582200120076
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Higgs,LogisticRegression,centroid,0.0599019141346127
Original,original,,Agglo,0,80,Higgs,LogisticRegression,centroid,0.0516435730928356
Decoded,decoded,GNN,Agglo,3,80,Higgs,LogisticRegression,centroid,0.1271529758062196
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,LogisticRegression,centroid,0.1586443277940161
Encoded,encoded,GNN,Agglo,2,80,Higgs,LogisticRegression,centroid,0.0867379719021569
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,LogisticRegression,centroid,0.0351522966751334
Original,original,,Agglo,1,80,Higgs,LogisticRegression,centroid,0.0516435730928356
Decoded,decoded,MLP,Agglo,3,80,Higgs,LogisticRegression,closest,0.1379285360967169
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Higgs,LogisticRegression,closest,0.1268438735383582
Encoded,encoded,MLP,Agglo,4,80,Higgs,LogisticRegression,closest,0.1437177639885391
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,LogisticRegression,closest,0.0423648299487635
Original,original,,Agglo,1,80,Higgs,LogisticRegression,closest,0.122251328960383
Decoded,decoded,GNN,Agglo,3,80,Higgs,LogisticRegression,closest,0.142455302347713
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,LogisticRegression,closest,0.1756086377146757
Encoded,encoded,GNN,Agglo,1,80,Higgs,LogisticRegression,closest,0.1072398443644205
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,LogisticRegression,closest,0.0547681171361157
Original,original,,Agglo,2,80,Higgs,LogisticRegression,closest,0.122251328960383
Decoded,decoded,MLP,KIP,4,80,Higgs,LogisticRegression,centroid,0.19739649558244277
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Higgs,LogisticRegression,centroid,0.18344607979696154
Encoded,encoded,MLP,KIP,2,80,Higgs,LogisticRegression,centroid,0.17710977147191898
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Higgs,LogisticRegression,centroid,0.10909251138006218
Original,original,,KIP,1,80,Higgs,LogisticRegression,centroid,0.1382136794102545
Decoded,decoded,GNN,KIP,3,80,Higgs,LogisticRegression,centroid,0.1802354093702564
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Higgs,LogisticRegression,centroid,0.1854505809517138
Encoded,encoded,GNN,KIP,2,80,Higgs,LogisticRegression,centroid,0.16060878562034597
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Higgs,LogisticRegression,centroid,0.06476237086849898
Original,original,,KIP,1,80,Higgs,LogisticRegression,centroid,0.1382136794102545
Decoded,decoded,MLP,KMeans,3,80,Higgs,LogisticRegression,centroid,0.14071646094840404
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Higgs,LogisticRegression,centroid,0.14498073139030562
Encoded,encoded,MLP,KMeans,2,80,Higgs,LogisticRegression,centroid,0.12479611218036415
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Higgs,LogisticRegression,centroid,0.06410679883258599
Original,original,,KMeans,0,80,Higgs,LogisticRegression,centroid,0.061621789498650284
Decoded,decoded,GNN,KMeans,3,80,Higgs,LogisticRegression,centroid,0.14649183922377218
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Higgs,LogisticRegression,centroid,0.15246294698313886
Encoded,encoded,GNN,KMeans,2,80,Higgs,LogisticRegression,centroid,0.08256586168932024
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,LogisticRegression,centroid,0.03298634604245878
Original,original,,KMeans,1,80,Higgs,LogisticRegression,centroid,0.061621789498650284
Decoded,decoded,MLP,KMeans,3,80,Higgs,LogisticRegression,closest,0.13126815850853676
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Higgs,LogisticRegression,closest,0.13052077321908775
Encoded,encoded,MLP,KMeans,1,80,Higgs,LogisticRegression,closest,0.12632613312063135
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,LogisticRegression,closest,0.06101347082503309
Original,original,,KMeans,4,80,Higgs,LogisticRegression,closest,0.13341024428194617
Decoded,decoded,GNN,KMeans,2,80,Higgs,LogisticRegression,closest,0.12981012028818248
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Higgs,LogisticRegression,closest,0.1593684833658461
Encoded,encoded,GNN,KMeans,1,80,Higgs,LogisticRegression,closest,0.09778189130009429
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,LogisticRegression,closest,0.04632470875668014
Original,original,,KMeans,3,80,Higgs,LogisticRegression,closest,0.13341024428194617
Decoded,decoded,MLP,Agglo,3,80,Higgs,MLPClassifier,centroid,0.2291263452754443
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Higgs,MLPClassifier,centroid,0.2615394900329041
Encoded,encoded,MLP,Agglo,1,80,Higgs,MLPClassifier,centroid,0.2187862175503134
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,MLPClassifier,centroid,0.1584289048623668
Original,original,,Agglo,2,80,Higgs,MLPClassifier,centroid,0.2199859318486771
Decoded,decoded,GNN,Agglo,3,80,Higgs,MLPClassifier,centroid,0.2248501028516505
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,MLPClassifier,centroid,0.2486160903294418
Encoded,encoded,GNN,Agglo,1,80,Higgs,MLPClassifier,centroid,0.1932762340281663
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,MLPClassifier,centroid,0.1504551968386135
Original,original,,Agglo,2,80,Higgs,MLPClassifier,centroid,0.2199859318486771
Decoded,decoded,MLP,Agglo,3,80,Higgs,MLPClassifier,closest,0.2222644581960071
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Higgs,MLPClassifier,closest,0.2196929192373495
Encoded,encoded,MLP,Agglo,4,80,Higgs,MLPClassifier,closest,0.223378104276717
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,MLPClassifier,closest,0.1560827181015829
Original,original,,Agglo,2,80,Higgs,MLPClassifier,closest,0.2219542110824471
Decoded,decoded,GNN,Agglo,3,80,Higgs,MLPClassifier,closest,0.2303435026630565
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,MLPClassifier,closest,0.2479978644861259
Encoded,encoded,GNN,Agglo,1,80,Higgs,MLPClassifier,closest,0.2088147934500965
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,MLPClassifier,closest,0.1638549310674665
Original,original,,Agglo,2,80,Higgs,MLPClassifier,closest,0.2219542110824471
Decoded,decoded,MLP,KIP,4,80,Higgs,MLPClassifier,centroid,0.2862985029344804
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Higgs,MLPClassifier,centroid,0.27963690110821765
Encoded,encoded,MLP,KIP,2,80,Higgs,MLPClassifier,centroid,0.27038368382296624
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Higgs,MLPClassifier,centroid,0.2275421216709969
Original,original,,KIP,1,80,Higgs,MLPClassifier,centroid,0.23614524623149755
Decoded,decoded,GNN,KIP,4,80,Higgs,MLPClassifier,centroid,0.26846882893877866
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Higgs,MLPClassifier,centroid,0.26672555773430495
Encoded,encoded,GNN,KIP,2,80,Higgs,MLPClassifier,centroid,0.25172567428230036
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Higgs,MLPClassifier,centroid,0.18360625988409138
Original,original,,KIP,1,80,Higgs,MLPClassifier,centroid,0.23614524623149755
Decoded,decoded,MLP,KMeans,3,80,Higgs,MLPClassifier,centroid,0.2346758602089448
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Higgs,MLPClassifier,centroid,0.24631061453958933
Encoded,encoded,MLP,KMeans,1,80,Higgs,MLPClassifier,centroid,0.21104103224708343
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,MLPClassifier,centroid,0.163946266107285
Original,original,,KMeans,2,80,Higgs,MLPClassifier,centroid,0.22524276269540106
Decoded,decoded,GNN,KMeans,4,80,Higgs,MLPClassifier,centroid,0.24985793399044848
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Higgs,MLPClassifier,centroid,0.2387086555111897
Encoded,encoded,GNN,KMeans,1,80,Higgs,MLPClassifier,centroid,0.18492850341058026
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,MLPClassifier,centroid,0.14280428243745824
Original,original,,KMeans,2,80,Higgs,MLPClassifier,centroid,0.22524276269540106
Decoded,decoded,MLP,KMeans,2,80,Higgs,MLPClassifier,closest,0.22405585563984626
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Higgs,MLPClassifier,closest,0.22536632442925777
Encoded,encoded,MLP,KMeans,1,80,Higgs,MLPClassifier,closest,0.2162556607257086
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,MLPClassifier,closest,0.1658088751585327
Original,original,,KMeans,4,80,Higgs,MLPClassifier,closest,0.22610263659724908
Decoded,decoded,GNN,KMeans,3,80,Higgs,MLPClassifier,closest,0.22660695828556907
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Higgs,MLPClassifier,closest,0.245253286953315
Encoded,encoded,GNN,KMeans,1,80,Higgs,MLPClassifier,closest,0.19592334406287565
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,MLPClassifier,closest,0.15649809828609787
Original,original,,KMeans,2,80,Higgs,MLPClassifier,closest,0.22610263659724908
Decoded,decoded,MLP,Agglo,2,80,Higgs,XGBClassifier,centroid,0.2502469877502287
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Higgs,XGBClassifier,centroid,0.2687656288716131
Encoded,encoded,MLP,Agglo,3,80,Higgs,XGBClassifier,centroid,0.2568883536332886
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,XGBClassifier,centroid,0.1918933411178739
Original,original,,Agglo,1,80,Higgs,XGBClassifier,centroid,0.2310580539510546
Decoded,decoded,GNN,Agglo,3,80,Higgs,XGBClassifier,centroid,0.2402516436938548
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,XGBClassifier,centroid,0.2502393407528709
Encoded,encoded,GNN,Agglo,2,80,Higgs,XGBClassifier,centroid,0.2341148000089505
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,XGBClassifier,centroid,0.1817134940044462
Original,original,,Agglo,1,80,Higgs,XGBClassifier,centroid,0.2310580539510546
Decoded,decoded,MLP,Agglo,3,80,Higgs,XGBClassifier,closest,0.236262374535355
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Higgs,XGBClassifier,closest,0.2267899516607121
Encoded,encoded,MLP,Agglo,4,80,Higgs,XGBClassifier,closest,0.2704400903433717
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Higgs,XGBClassifier,closest,0.2131661843412896
Original,original,,Agglo,1,80,Higgs,XGBClassifier,closest,0.2147079267850812
Decoded,decoded,GNN,Agglo,2,80,Higgs,XGBClassifier,closest,0.2194078021544207
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Higgs,XGBClassifier,closest,0.26303941354818
Encoded,encoded,GNN,Agglo,3,80,Higgs,XGBClassifier,closest,0.2478755717541882
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Higgs,XGBClassifier,closest,0.2017723122446594
Original,original,,Agglo,1,80,Higgs,XGBClassifier,closest,0.2147079267850812
Decoded,decoded,MLP,KIP,4,80,Higgs,XGBClassifier,centroid,0.29235592287146084
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Higgs,XGBClassifier,centroid,0.2816585895898601
Encoded,encoded,MLP,KIP,3,80,Higgs,XGBClassifier,centroid,0.291751804947987
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Higgs,XGBClassifier,centroid,0.2663400782929356
Original,original,,KIP,2,80,Higgs,XGBClassifier,centroid,0.2878741562898452
Decoded,decoded,GNN,KIP,2,80,Higgs,XGBClassifier,centroid,0.28433610103315543
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,Higgs,XGBClassifier,centroid,0.27921727285287196
Encoded,encoded,GNN,KIP,4,80,Higgs,XGBClassifier,centroid,0.288136674116587
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Higgs,XGBClassifier,centroid,0.24304060114226628
Original,original,,KIP,3,80,Higgs,XGBClassifier,centroid,0.2878741562898452
Decoded,decoded,MLP,KMeans,3,80,Higgs,XGBClassifier,centroid,0.24947932672755932
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Higgs,XGBClassifier,centroid,0.24802573517411433
Encoded,encoded,MLP,KMeans,1,80,Higgs,XGBClassifier,centroid,0.24737876840437228
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,XGBClassifier,centroid,0.18470154539144717
Original,original,,KMeans,4,80,Higgs,XGBClassifier,centroid,0.3083022064615383
Decoded,decoded,GNN,KMeans,3,80,Higgs,XGBClassifier,centroid,0.24800759280118853
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Higgs,XGBClassifier,centroid,0.2475551523004733
Encoded,encoded,GNN,KMeans,1,80,Higgs,XGBClassifier,centroid,0.2261969552427916
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,XGBClassifier,centroid,0.1857021524295998
Original,original,,KMeans,4,80,Higgs,XGBClassifier,centroid,0.3083022064615383
Decoded,decoded,MLP,KMeans,1,80,Higgs,XGBClassifier,closest,0.2237822438979527
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Higgs,XGBClassifier,closest,0.23329090019631732
Encoded,encoded,MLP,KMeans,4,80,Higgs,XGBClassifier,closest,0.25188516960834834
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Higgs,XGBClassifier,closest,0.20758306024827994
Original,original,,KMeans,3,80,Higgs,XGBClassifier,closest,0.23458316576657903
Decoded,decoded,GNN,KMeans,1,80,Higgs,XGBClassifier,closest,0.2313130222924856
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Higgs,XGBClassifier,closest,0.26842751354750255
Encoded,encoded,GNN,KMeans,3,80,Higgs,XGBClassifier,closest,0.2379106873819205
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Higgs,XGBClassifier,closest,0.203987806477797
Original,original,,KMeans,2,80,Higgs,XGBClassifier,closest,0.23458316576657903
Decoded,decoded,MLP,Agglo,4,80,HomeEquityCredit,GaussianNB,centroid,0.2032755298651251
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,HomeEquityCredit,GaussianNB,centroid,0.0963391136801541
Encoded,encoded,MLP,Agglo,0,80,HomeEquityCredit,GaussianNB,centroid,0.0077071290944122
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,HomeEquityCredit,GaussianNB,centroid,0.0125240847784199
Original,original,,Agglo,2,80,HomeEquityCredit,GaussianNB,centroid,0.0905587668593448
Decoded,decoded,GNN,Agglo,4,80,HomeEquityCredit,GaussianNB,centroid,0.1358381502890173
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,HomeEquityCredit,GaussianNB,centroid,0.1146435452793833
Encoded,encoded,GNN,Agglo,1,80,HomeEquityCredit,GaussianNB,centroid,0.0366088631984583
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,GaussianNB,centroid,0.0086705202312138
Original,original,,Agglo,2,80,HomeEquityCredit,GaussianNB,centroid,0.0905587668593448
Decoded,decoded,MLP,Agglo,3,80,HomeEquityCredit,GaussianNB,closest,0.0510597302504815
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,HomeEquityCredit,GaussianNB,closest,0.0414258188824662
Encoded,encoded,MLP,Agglo,1,80,HomeEquityCredit,GaussianNB,closest,0.0105973025048167
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,HomeEquityCredit,GaussianNB,closest,-0.0038535645472062
Original,original,,Agglo,4,80,HomeEquityCredit,GaussianNB,closest,0.1021194605009633
Decoded,decoded,GNN,Agglo,2,80,HomeEquityCredit,GaussianNB,closest,0.0578034682080923
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,HomeEquityCredit,GaussianNB,closest,0.0915221579961463
Encoded,encoded,GNN,Agglo,1,80,HomeEquityCredit,GaussianNB,closest,0.0337186897880537
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,GaussianNB,closest,0.0048169556840076
Original,original,,Agglo,4,80,HomeEquityCredit,GaussianNB,closest,0.1021194605009633
Decoded,decoded,MLP,KIP,2,80,HomeEquityCredit,GaussianNB,centroid,0.14104046242774554
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,HomeEquityCredit,GaussianNB,centroid,0.22138728323699416
Encoded,encoded,MLP,KIP,1,80,HomeEquityCredit,GaussianNB,centroid,0.09075144508670514
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,HomeEquityCredit,GaussianNB,centroid,0.06512524084778408
Original,original,,KIP,3,80,HomeEquityCredit,GaussianNB,centroid,0.16319845857418108
Decoded,decoded,GNN,KIP,3,80,HomeEquityCredit,GaussianNB,centroid,0.18978805394990358
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,HomeEquityCredit,GaussianNB,centroid,0.20057803468208085
Encoded,encoded,GNN,KIP,1,80,HomeEquityCredit,GaussianNB,centroid,0.06878612716762994
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,HomeEquityCredit,GaussianNB,centroid,0.02697495183044308
Original,original,,KIP,2,80,HomeEquityCredit,GaussianNB,centroid,0.16319845857418108
Decoded,decoded,MLP,KMeans,4,80,HomeEquityCredit,GaussianNB,centroid,0.17341040462427734
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,HomeEquityCredit,GaussianNB,centroid,0.0847784200385355
Encoded,encoded,MLP,KMeans,1,80,HomeEquityCredit,GaussianNB,centroid,0.007321772639691559
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,GaussianNB,centroid,0.00211946050096334
Original,original,,KMeans,2,80,HomeEquityCredit,GaussianNB,centroid,0.07552986512524074
Decoded,decoded,GNN,KMeans,3,80,HomeEquityCredit,GaussianNB,centroid,0.13294797687861262
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,HomeEquityCredit,GaussianNB,centroid,0.14142581888246616
Encoded,encoded,GNN,KMeans,1,80,HomeEquityCredit,GaussianNB,centroid,0.026396917148362082
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,GaussianNB,centroid,0.0040462427745664
Original,original,,KMeans,2,80,HomeEquityCredit,GaussianNB,centroid,0.07552986512524074
Decoded,decoded,MLP,KMeans,3,80,HomeEquityCredit,GaussianNB,closest,0.11156069364161839
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,HomeEquityCredit,GaussianNB,closest,0.091329479768786
Encoded,encoded,MLP,KMeans,1,80,HomeEquityCredit,GaussianNB,closest,0.01252408477841998
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,GaussianNB,closest,0.0052023121387282205
Original,original,,KMeans,4,80,HomeEquityCredit,GaussianNB,closest,0.12890173410404612
Decoded,decoded,GNN,KMeans,2,80,HomeEquityCredit,GaussianNB,closest,0.11368015414258181
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,HomeEquityCredit,GaussianNB,closest,0.138150289017341
Encoded,encoded,GNN,KMeans,1,80,HomeEquityCredit,GaussianNB,closest,0.031791907514450726
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,GaussianNB,closest,0.0036608863198457206
Original,original,,KMeans,3,80,HomeEquityCredit,GaussianNB,closest,0.12890173410404612
Decoded,decoded,MLP,Agglo,3,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0370731707317072
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0380487804878049
Encoded,encoded,MLP,Agglo,2,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0263414634146341
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0253658536585367
Original,original,,Agglo,0,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0019512195121952
Decoded,decoded,GNN,Agglo,3,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0624390243902438
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0712195121951219
Encoded,encoded,GNN,Agglo,2,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0370731707317072
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0097560975609755
Original,original,,Agglo,0,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0019512195121952
Decoded,decoded,MLP,Agglo,4,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0517073170731708
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0497560975609756
Encoded,encoded,MLP,Agglo,2,80,HomeEquityCredit,KNeighborsClassifier,closest,0.048780487804878
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0341463414634147
Original,original,,Agglo,0,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0292682926829268
Decoded,decoded,GNN,Agglo,4,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0526829268292683
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0195121951219511
Encoded,encoded,GNN,Agglo,3,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0390243902439023
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0263414634146341
Original,original,,Agglo,2,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0292682926829268
Decoded,decoded,MLP,KIP,3,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.18087804878048785
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.1761951219512195
Encoded,encoded,MLP,KIP,0,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.1250731707317073
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.1348292682926829
Original,original,,KIP,4,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.2433170731707317
Decoded,decoded,GNN,KIP,2,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.1455609756097561
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.15999999999999998
Encoded,encoded,GNN,KIP,1,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.1399024390243902
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.10087804878048781
Original,original,,KIP,4,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.2433170731707317
Decoded,decoded,MLP,KMeans,3,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.03551219512195118
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.027317073170731683
Encoded,encoded,MLP,KMeans,4,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.03570731707317072
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170732
Original,original,,KMeans,0,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.009365853658536602
Decoded,decoded,GNN,KMeans,3,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.05053658536585363
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.0628292682926829
Encoded,encoded,GNN,KMeans,2,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.026731707317073077
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.01678048780487796
Original,original,,KMeans,0,80,HomeEquityCredit,KNeighborsClassifier,centroid,0.009365853658536602
Decoded,decoded,MLP,KMeans,4,80,HomeEquityCredit,KNeighborsClassifier,closest,0.04097560975609748
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,KNeighborsClassifier,closest,0.02829268292682922
Encoded,encoded,MLP,KMeans,2,80,HomeEquityCredit,KNeighborsClassifier,closest,0.04078048780487804
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,HomeEquityCredit,KNeighborsClassifier,closest,0.03121951219512198
Original,original,,KMeans,3,80,HomeEquityCredit,KNeighborsClassifier,closest,0.04097560975609752
Decoded,decoded,GNN,KMeans,2,80,HomeEquityCredit,KNeighborsClassifier,closest,0.04643902439024387
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,HomeEquityCredit,KNeighborsClassifier,closest,0.0489756097560975
Encoded,encoded,GNN,KMeans,4,80,HomeEquityCredit,KNeighborsClassifier,closest,0.05229268292682924
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,KNeighborsClassifier,closest,0.03512195121951222
Original,original,,KMeans,1,80,HomeEquityCredit,KNeighborsClassifier,closest,0.04097560975609752
Decoded,decoded,MLP,Agglo,4,80,HomeEquityCredit,LogisticRegression,centroid,0.1937269372693727
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,HomeEquityCredit,LogisticRegression,centroid,0.1282287822878229
Encoded,encoded,MLP,Agglo,2,80,HomeEquityCredit,LogisticRegression,centroid,0.099630996309963
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,HomeEquityCredit,LogisticRegression,centroid,0.0987084870848708
Original,original,,Agglo,0,80,HomeEquityCredit,LogisticRegression,centroid,0.0894833948339484
Decoded,decoded,GNN,Agglo,3,80,HomeEquityCredit,LogisticRegression,centroid,0.1531365313653137
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,HomeEquityCredit,LogisticRegression,centroid,0.1623616236162362
Encoded,encoded,GNN,Agglo,2,80,HomeEquityCredit,LogisticRegression,centroid,0.0977859778597787
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,LogisticRegression,centroid,0.0599630996309963
Original,original,,Agglo,1,80,HomeEquityCredit,LogisticRegression,centroid,0.0894833948339484
Decoded,decoded,MLP,Agglo,4,80,HomeEquityCredit,LogisticRegression,closest,0.1291512915129151
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,HomeEquityCredit,LogisticRegression,closest,0.1042435424354244
Encoded,encoded,MLP,Agglo,1,80,HomeEquityCredit,LogisticRegression,closest,0.0728782287822877
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,HomeEquityCredit,LogisticRegression,closest,0.0701107011070111
Original,original,,Agglo,3,80,HomeEquityCredit,LogisticRegression,closest,0.1236162361623616
Decoded,decoded,GNN,Agglo,3,80,HomeEquityCredit,LogisticRegression,closest,0.1162361623616235
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,HomeEquityCredit,LogisticRegression,closest,0.0848708487084871
Encoded,encoded,GNN,Agglo,2,80,HomeEquityCredit,LogisticRegression,closest,0.0904059040590406
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,LogisticRegression,closest,0.0645756457564576
Original,original,,Agglo,4,80,HomeEquityCredit,LogisticRegression,closest,0.1236162361623616
Decoded,decoded,MLP,KIP,3,80,HomeEquityCredit,LogisticRegression,centroid,0.17915129151291512
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,HomeEquityCredit,LogisticRegression,centroid,0.21033210332103316
Encoded,encoded,MLP,KIP,1,80,HomeEquityCredit,LogisticRegression,centroid,0.09999999999999994
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,HomeEquityCredit,LogisticRegression,centroid,0.08523985239852397
Original,original,,KIP,2,80,HomeEquityCredit,LogisticRegression,centroid,0.16789667896678964
Decoded,decoded,GNN,KIP,3,80,HomeEquityCredit,LogisticRegression,centroid,0.1845018450184502
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,HomeEquityCredit,LogisticRegression,centroid,0.19870848708487082
Encoded,encoded,GNN,KIP,1,80,HomeEquityCredit,LogisticRegression,centroid,0.09649446494464942
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,HomeEquityCredit,LogisticRegression,centroid,0.06531365313653137
Original,original,,KIP,2,80,HomeEquityCredit,LogisticRegression,centroid,0.16789667896678964
Decoded,decoded,MLP,KMeans,4,80,HomeEquityCredit,LogisticRegression,centroid,0.1370848708487085
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,HomeEquityCredit,LogisticRegression,centroid,0.11900369003690034
Encoded,encoded,MLP,KMeans,1,80,HomeEquityCredit,LogisticRegression,centroid,0.09612546125461252
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,LogisticRegression,centroid,0.08929889298892987
Original,original,,KMeans,2,80,HomeEquityCredit,LogisticRegression,centroid,0.10239852398523988
Decoded,decoded,GNN,KMeans,3,80,HomeEquityCredit,LogisticRegression,centroid,0.12675276752767528
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,HomeEquityCredit,LogisticRegression,centroid,0.1326568265682656
Encoded,encoded,GNN,KMeans,1,80,HomeEquityCredit,LogisticRegression,centroid,0.07195571955719551
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,LogisticRegression,centroid,0.047047970479704784
Original,original,,KMeans,2,80,HomeEquityCredit,LogisticRegression,centroid,0.10239852398523988
Decoded,decoded,MLP,KMeans,4,80,HomeEquityCredit,LogisticRegression,closest,0.1182656826568265
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,HomeEquityCredit,LogisticRegression,closest,0.1042435424354244
Encoded,encoded,MLP,KMeans,0,80,HomeEquityCredit,LogisticRegression,closest,0.06365313653136533
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,HomeEquityCredit,LogisticRegression,closest,0.06826568265682652
Original,original,,KMeans,2,80,HomeEquityCredit,LogisticRegression,closest,0.10239852398523981
Decoded,decoded,GNN,KMeans,4,80,HomeEquityCredit,LogisticRegression,closest,0.12859778597785973
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,HomeEquityCredit,LogisticRegression,closest,0.10239852398523981
Encoded,encoded,GNN,KMeans,1,80,HomeEquityCredit,LogisticRegression,closest,0.08376383763837639
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,LogisticRegression,closest,0.0507380073800738
Original,original,,KMeans,3,80,HomeEquityCredit,LogisticRegression,closest,0.10239852398523981
Decoded,decoded,MLP,Agglo,4,80,HomeEquityCredit,MLPClassifier,centroid,0.1833489242282507
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,HomeEquityCredit,MLPClassifier,centroid,0.1178671655753039
Encoded,encoded,MLP,Agglo,0,80,HomeEquityCredit,MLPClassifier,centroid,0.0860617399438728
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,HomeEquityCredit,MLPClassifier,centroid,0.0991580916744621
Original,original,,Agglo,2,80,HomeEquityCredit,MLPClassifier,centroid,0.1159962581852198
Decoded,decoded,GNN,Agglo,3,80,HomeEquityCredit,MLPClassifier,centroid,0.1290926099158091
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,HomeEquityCredit,MLPClassifier,centroid,0.1309635173058934
Encoded,encoded,GNN,Agglo,1,80,HomeEquityCredit,MLPClassifier,centroid,0.0776426566884939
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,MLPClassifier,centroid,0.0514499532273151
Original,original,,Agglo,2,80,HomeEquityCredit,MLPClassifier,centroid,0.1159962581852198
Decoded,decoded,MLP,Agglo,2,80,HomeEquityCredit,MLPClassifier,closest,0.0944808231992516
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,HomeEquityCredit,MLPClassifier,closest,0.0916744621141253
Encoded,encoded,MLP,Agglo,3,80,HomeEquityCredit,MLPClassifier,closest,0.1000935453695042
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,HomeEquityCredit,MLPClassifier,closest,0.0617399438727781
Original,original,,Agglo,4,80,HomeEquityCredit,MLPClassifier,closest,0.1131898971000935
Decoded,decoded,GNN,Agglo,4,80,HomeEquityCredit,MLPClassifier,closest,0.1197380729653882
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,HomeEquityCredit,MLPClassifier,closest,0.0636108512628624
Encoded,encoded,GNN,Agglo,2,80,HomeEquityCredit,MLPClassifier,closest,0.070159027128157
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,MLPClassifier,closest,0.0523854069223573
Original,original,,Agglo,3,80,HomeEquityCredit,MLPClassifier,closest,0.1131898971000935
Decoded,decoded,MLP,KIP,3,80,HomeEquityCredit,MLPClassifier,centroid,0.16763330215154343
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,HomeEquityCredit,MLPClassifier,centroid,0.20449017773620198
Encoded,encoded,MLP,KIP,2,80,HomeEquityCredit,MLPClassifier,centroid,0.11393826005612717
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,HomeEquityCredit,MLPClassifier,centroid,0.09092609915809165
Original,original,,KIP,1,80,HomeEquityCredit,MLPClassifier,centroid,0.10813844714686618
Decoded,decoded,GNN,KIP,3,80,HomeEquityCredit,MLPClassifier,centroid,0.15977549111318984
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,HomeEquityCredit,MLPClassifier,centroid,0.17249766136576236
Encoded,encoded,GNN,KIP,1,80,HomeEquityCredit,MLPClassifier,centroid,0.10533208606173991
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,HomeEquityCredit,MLPClassifier,centroid,0.06679139382600555
Original,original,,KIP,2,80,HomeEquityCredit,MLPClassifier,centroid,0.10813844714686618
Decoded,decoded,MLP,KMeans,3,80,HomeEquityCredit,MLPClassifier,centroid,0.13171188026192698
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,HomeEquityCredit,MLPClassifier,centroid,0.0918615528531337
Encoded,encoded,MLP,KMeans,1,80,HomeEquityCredit,MLPClassifier,centroid,0.08437792329279697
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,MLPClassifier,centroid,0.08306828811973803
Original,original,,KMeans,4,80,HomeEquityCredit,MLPClassifier,centroid,0.13302151543498592
Decoded,decoded,GNN,KMeans,2,80,HomeEquityCredit,MLPClassifier,centroid,0.11524789522918615
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,HomeEquityCredit,MLPClassifier,centroid,0.12273152478952287
Encoded,encoded,GNN,KMeans,1,80,HomeEquityCredit,MLPClassifier,centroid,0.06435921421889612
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,MLPClassifier,centroid,0.04228250701590272
Original,original,,KMeans,4,80,HomeEquityCredit,MLPClassifier,centroid,0.13302151543498592
Decoded,decoded,MLP,KMeans,4,80,HomeEquityCredit,MLPClassifier,closest,0.09579045837231057
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,HomeEquityCredit,MLPClassifier,closest,0.0826941066417212
Encoded,encoded,MLP,KMeans,0,80,HomeEquityCredit,MLPClassifier,closest,0.057249766136576195
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,HomeEquityCredit,MLPClassifier,closest,0.06791393826005608
Original,original,,KMeans,3,80,HomeEquityCredit,MLPClassifier,closest,0.09466791393825996
Decoded,decoded,GNN,KMeans,4,80,HomeEquityCredit,MLPClassifier,closest,0.11244153414405982
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,HomeEquityCredit,MLPClassifier,closest,0.08942937324602429
Encoded,encoded,GNN,KMeans,1,80,HomeEquityCredit,MLPClassifier,closest,0.07820392890551911
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,MLPClassifier,closest,0.053507951356407804
Original,original,,KMeans,3,80,HomeEquityCredit,MLPClassifier,closest,0.09466791393825996
Decoded,decoded,MLP,Agglo,4,80,HomeEquityCredit,XGBClassifier,centroid,0.1268011527377521
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,HomeEquityCredit,XGBClassifier,centroid,0.0864553314121036
Encoded,encoded,MLP,Agglo,2,80,HomeEquityCredit,XGBClassifier,centroid,0.0854947166186358
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,HomeEquityCredit,XGBClassifier,centroid,0.0355427473583092
Original,original,,Agglo,1,80,HomeEquityCredit,XGBClassifier,centroid,0.0787704130643611
Decoded,decoded,GNN,Agglo,3,80,HomeEquityCredit,XGBClassifier,centroid,0.0970220941402496
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,HomeEquityCredit,XGBClassifier,centroid,0.0970220941402496
Encoded,encoded,GNN,Agglo,4,80,HomeEquityCredit,XGBClassifier,centroid,0.1047070124879923
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,XGBClassifier,centroid,0.0595581171950046
Original,original,,Agglo,1,80,HomeEquityCredit,XGBClassifier,centroid,0.0787704130643611
Decoded,decoded,MLP,Agglo,3,80,HomeEquityCredit,XGBClassifier,closest,0.0720461095100863
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,HomeEquityCredit,XGBClassifier,closest,0.0480307396733908
Encoded,encoded,MLP,Agglo,1,80,HomeEquityCredit,XGBClassifier,closest,0.0509125840537942
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,HomeEquityCredit,XGBClassifier,closest,0.0518731988472621
Original,original,,Agglo,4,80,HomeEquityCredit,XGBClassifier,closest,0.0768491834774254
Decoded,decoded,GNN,Agglo,2,80,HomeEquityCredit,XGBClassifier,closest,0.0758885686839577
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,HomeEquityCredit,XGBClassifier,closest,0.0307396733909701
Encoded,encoded,GNN,Agglo,4,80,HomeEquityCredit,XGBClassifier,closest,0.1037463976945244
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,HomeEquityCredit,XGBClassifier,closest,0.0576368876080692
Original,original,,Agglo,3,80,HomeEquityCredit,XGBClassifier,closest,0.0768491834774254
Decoded,decoded,MLP,KIP,3,80,HomeEquityCredit,XGBClassifier,centroid,0.1512007684918347
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,HomeEquityCredit,XGBClassifier,centroid,0.16080691642651285
Encoded,encoded,MLP,KIP,2,80,HomeEquityCredit,XGBClassifier,centroid,0.12699327569644558
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,HomeEquityCredit,XGBClassifier,centroid,0.12199807877041298
Original,original,,KIP,0,80,HomeEquityCredit,XGBClassifier,centroid,0.09510086455331404
Decoded,decoded,GNN,KIP,2,80,HomeEquityCredit,XGBClassifier,centroid,0.13218059558117182
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,HomeEquityCredit,XGBClassifier,centroid,0.15062439961575397
Encoded,encoded,GNN,KIP,3,80,HomeEquityCredit,XGBClassifier,centroid,0.1337175792507203
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,HomeEquityCredit,XGBClassifier,centroid,0.09068203650336204
Original,original,,KIP,1,80,HomeEquityCredit,XGBClassifier,centroid,0.09510086455331404
Decoded,decoded,MLP,KMeans,1,80,HomeEquityCredit,XGBClassifier,centroid,0.06512968299711805
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,HomeEquityCredit,XGBClassifier,centroid,0.0724303554274735
Encoded,encoded,MLP,KMeans,2,80,HomeEquityCredit,XGBClassifier,centroid,0.06685878962536021
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,XGBClassifier,centroid,0.04937560038424586
Original,original,,KMeans,4,80,HomeEquityCredit,XGBClassifier,centroid,0.2270893371757924
Decoded,decoded,GNN,KMeans,1,80,HomeEquityCredit,XGBClassifier,centroid,0.0839577329490873
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,HomeEquityCredit,XGBClassifier,centroid,0.10509125840537932
Encoded,encoded,GNN,KMeans,2,80,HomeEquityCredit,XGBClassifier,centroid,0.09606147934678186
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,XGBClassifier,centroid,0.08146013448607095
Original,original,,KMeans,4,80,HomeEquityCredit,XGBClassifier,centroid,0.2270893371757924
Decoded,decoded,MLP,KMeans,4,80,HomeEquityCredit,XGBClassifier,closest,0.06397694524495665
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,HomeEquityCredit,XGBClassifier,closest,0.0637848222862631
Encoded,encoded,MLP,KMeans,2,80,HomeEquityCredit,XGBClassifier,closest,0.06301633045148883
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,HomeEquityCredit,XGBClassifier,closest,0.055523535062439774
Original,original,,KMeans,1,80,HomeEquityCredit,XGBClassifier,closest,0.06243996157540817
Decoded,decoded,GNN,KMeans,3,80,HomeEquityCredit,XGBClassifier,closest,0.06858789625360222
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,HomeEquityCredit,XGBClassifier,closest,0.06628242074927938
Encoded,encoded,GNN,KMeans,4,80,HomeEquityCredit,XGBClassifier,closest,0.08799231508165214
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,HomeEquityCredit,XGBClassifier,closest,0.06128722382324679
Original,original,,KMeans,1,80,HomeEquityCredit,XGBClassifier,closest,0.06243996157540817
Decoded,decoded,MLP,Agglo,3,80,House,GaussianNB,centroid,0.0596034245041456
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,House,GaussianNB,centroid,0.1261950823343397
Encoded,encoded,MLP,Agglo,2,80,House,GaussianNB,centroid,0.0509002409456509
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,GaussianNB,centroid,-0.0660207272619347
Original,original,,Agglo,1,80,House,GaussianNB,centroid,0.0324232441051957
Decoded,decoded,GNN,Agglo,4,80,House,GaussianNB,centroid,0.2641282381287723
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,House,GaussianNB,centroid,0.184628584842279
Encoded,encoded,GNN,Agglo,2,80,House,GaussianNB,centroid,0.0531769480037665
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,GaussianNB,centroid,-0.0485814425980038
Original,original,,Agglo,1,80,House,GaussianNB,centroid,0.0324232441051957
Decoded,decoded,MLP,Agglo,4,80,House,GaussianNB,closest,0.2239008372389192
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,House,GaussianNB,closest,0.0596471346894282
Encoded,encoded,MLP,Agglo,2,80,House,GaussianNB,closest,0.0588695250969313
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,GaussianNB,closest,-0.0659538129042182
Original,original,,Agglo,1,80,House,GaussianNB,closest,0.0292097360390475
Decoded,decoded,GNN,Agglo,4,80,House,GaussianNB,closest,0.2518823710347171
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,House,GaussianNB,closest,0.0407449078983223
Encoded,encoded,GNN,Agglo,3,80,House,GaussianNB,closest,0.0501118387148126
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,GaussianNB,closest,-0.0467315843862901
Original,original,,Agglo,1,80,House,GaussianNB,closest,0.0292097360390475
Decoded,decoded,MLP,KIP,4,80,House,GaussianNB,centroid,0.2770169147624405
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,House,GaussianNB,centroid,0.25933177379709293
Encoded,encoded,MLP,KIP,1,80,House,GaussianNB,centroid,0.09760225350288554
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,House,GaussianNB,centroid,-0.06163006613189144
Original,original,,KIP,2,80,House,GaussianNB,centroid,0.17775291873413138
Decoded,decoded,GNN,KIP,3,80,House,GaussianNB,centroid,0.2730553689328509
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,House,GaussianNB,centroid,0.2769239901463211
Encoded,encoded,GNN,KIP,1,80,House,GaussianNB,centroid,0.11723719251098816
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,House,GaussianNB,centroid,-0.03919519295888274
Original,original,,KIP,2,80,House,GaussianNB,centroid,0.17775291873413138
Decoded,decoded,MLP,KMeans,4,80,House,GaussianNB,centroid,0.09503490069423638
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,House,GaussianNB,centroid,0.09502972022783249
Encoded,encoded,MLP,KMeans,2,80,House,GaussianNB,centroid,0.05716234556409065
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,GaussianNB,centroid,-0.0642142554563532
Original,original,,KMeans,1,80,House,GaussianNB,centroid,0.04553921370233352
Decoded,decoded,GNN,KMeans,3,80,House,GaussianNB,centroid,0.20105605966170464
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,House,GaussianNB,centroid,0.2084232225199191
Encoded,encoded,GNN,KMeans,2,80,House,GaussianNB,centroid,0.061879484003960795
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,GaussianNB,centroid,-0.04985411051122034
Original,original,,KMeans,1,80,House,GaussianNB,centroid,0.04553921370233352
Decoded,decoded,MLP,KMeans,3,80,House,GaussianNB,closest,0.12117056955450675
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,House,GaussianNB,closest,0.14150962028800146
Encoded,encoded,MLP,KMeans,1,80,House,GaussianNB,closest,0.06342132031741138
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,GaussianNB,closest,-0.06489742946336306
Original,original,,KMeans,2,80,House,GaussianNB,closest,0.09664375929178695
Decoded,decoded,GNN,KMeans,4,80,House,GaussianNB,closest,0.2009671283217716
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,House,GaussianNB,closest,0.1324887014567363
Encoded,encoded,GNN,KMeans,1,80,House,GaussianNB,closest,0.05836486132808798
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,GaussianNB,closest,-0.049005269505670204
Original,original,,KMeans,2,80,House,GaussianNB,closest,0.09664375929178695
Decoded,decoded,MLP,Agglo,3,80,House,KNeighborsClassifier,centroid,0.1263006959687163
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,House,KNeighborsClassifier,centroid,0.1415612367686861
Encoded,encoded,MLP,Agglo,2,80,House,KNeighborsClassifier,centroid,0.1059992533099045
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,KNeighborsClassifier,centroid,0.0313951949054513
Original,original,,Agglo,1,80,House,KNeighborsClassifier,centroid,0.0843387950127447
Decoded,decoded,GNN,Agglo,3,80,House,KNeighborsClassifier,centroid,0.1192825032066521
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,House,KNeighborsClassifier,centroid,0.1187742977964707
Encoded,encoded,GNN,Agglo,4,80,House,KNeighborsClassifier,centroid,0.1246258492608213
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,KNeighborsClassifier,centroid,0.0392354409066185
Original,original,,Agglo,1,80,House,KNeighborsClassifier,centroid,0.0843387950127447
Decoded,decoded,MLP,Agglo,2,80,House,KNeighborsClassifier,closest,0.103636717915257
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,House,KNeighborsClassifier,closest,0.1341692031487911
Encoded,encoded,MLP,Agglo,3,80,House,KNeighborsClassifier,closest,0.1143764617103168
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,KNeighborsClassifier,closest,0.0376339741018522
Original,original,,Agglo,1,80,House,KNeighborsClassifier,closest,0.1000212702557042
Decoded,decoded,GNN,Agglo,2,80,House,KNeighborsClassifier,closest,0.1017575974229769
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,House,KNeighborsClassifier,closest,0.1269120298914026
Encoded,encoded,GNN,Agglo,3,80,House,KNeighborsClassifier,closest,0.119513550739476
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,KNeighborsClassifier,closest,0.0452749044201969
Original,original,,Agglo,1,80,House,KNeighborsClassifier,closest,0.1000212702557042
Decoded,decoded,MLP,KIP,2,80,House,KNeighborsClassifier,centroid,0.2233607896470872
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,House,KNeighborsClassifier,centroid,0.2375069475398147
Encoded,encoded,MLP,KIP,1,80,House,KNeighborsClassifier,centroid,0.21111884024054714
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,House,KNeighborsClassifier,centroid,0.0741683404391191
Original,original,,KIP,4,80,House,KNeighborsClassifier,centroid,0.3164275291647929
Decoded,decoded,GNN,KIP,3,80,House,KNeighborsClassifier,centroid,0.2738607398181665
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,House,KNeighborsClassifier,centroid,0.25245086397398775
Encoded,encoded,GNN,KIP,1,80,House,KNeighborsClassifier,centroid,0.22051305443350952
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,House,KNeighborsClassifier,centroid,0.0774021134403721
Original,original,,KIP,4,80,House,KNeighborsClassifier,centroid,0.3164275291647929
Decoded,decoded,MLP,KMeans,3,80,House,KNeighborsClassifier,centroid,0.11130174460719681
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,House,KNeighborsClassifier,centroid,0.1211120426833046
Encoded,encoded,MLP,KMeans,2,80,House,KNeighborsClassifier,centroid,0.09128182295511766
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,KNeighborsClassifier,centroid,0.035162062986730504
Original,original,,KMeans,1,80,House,KNeighborsClassifier,centroid,0.07247604121372328
Decoded,decoded,GNN,KMeans,4,80,House,KNeighborsClassifier,centroid,0.1281727759567771
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,House,KNeighborsClassifier,centroid,0.12692769749234084
Encoded,encoded,GNN,KMeans,2,80,House,KNeighborsClassifier,centroid,0.11878758550865898
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,KNeighborsClassifier,centroid,0.03814158453984592
Original,original,,KMeans,1,80,House,KNeighborsClassifier,centroid,0.07247604121372328
Decoded,decoded,MLP,KMeans,2,80,House,KNeighborsClassifier,closest,0.10090758049106019
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,House,KNeighborsClassifier,closest,0.12137145055706737
Encoded,encoded,MLP,KMeans,3,80,House,KNeighborsClassifier,closest,0.11491570483628084
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,KNeighborsClassifier,closest,0.039714790165704596
Original,original,,KMeans,1,80,House,KNeighborsClassifier,closest,0.09625836865567514
Decoded,decoded,GNN,KMeans,3,80,House,KNeighborsClassifier,closest,0.11607104166243151
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,House,KNeighborsClassifier,closest,0.11377663058325611
Encoded,encoded,GNN,KMeans,4,80,House,KNeighborsClassifier,closest,0.14127703838710962
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,KNeighborsClassifier,closest,0.04223608397239119
Original,original,,KMeans,1,80,House,KNeighborsClassifier,closest,0.09625836865567514
Decoded,decoded,MLP,Agglo,2,80,House,LogisticRegression,centroid,0.080473530932059
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,House,LogisticRegression,centroid,0.089470618641183
Encoded,encoded,MLP,Agglo,3,80,House,LogisticRegression,centroid,0.0807761066074962
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,LogisticRegression,centroid,0.0105871228835462
Original,original,,Agglo,1,80,House,LogisticRegression,centroid,0.0453359220363343
Decoded,decoded,GNN,Agglo,2,80,House,LogisticRegression,centroid,0.0870253028908584
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,House,LogisticRegression,centroid,0.1063170236639392
Encoded,encoded,GNN,Agglo,4,80,House,LogisticRegression,centroid,0.1233000920334346
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,LogisticRegression,centroid,0.0137081909756804
Original,original,,Agglo,1,80,House,LogisticRegression,centroid,0.0453359220363343
Decoded,decoded,MLP,Agglo,1,80,House,LogisticRegression,closest,0.0551913160781149
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,House,LogisticRegression,closest,0.0634380161121547
Encoded,encoded,MLP,Agglo,4,80,House,LogisticRegression,closest,0.0857443991981743
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,LogisticRegression,closest,0.0120606664229251
Original,original,,Agglo,3,80,House,LogisticRegression,closest,0.0826485457456598
Decoded,decoded,GNN,Agglo,1,80,House,LogisticRegression,closest,0.0752435103821278
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,House,LogisticRegression,closest,0.0762808406560849
Encoded,encoded,GNN,Agglo,4,80,House,LogisticRegression,closest,0.1213837794223326
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,LogisticRegression,closest,0.0232796681753426
Original,original,,Agglo,3,80,House,LogisticRegression,closest,0.0826485457456598
Decoded,decoded,MLP,KIP,4,80,House,LogisticRegression,centroid,0.14418376429354876
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,House,LogisticRegression,centroid,0.11336300255928584
Encoded,encoded,MLP,KIP,2,80,House,LogisticRegression,centroid,0.12763378257416247
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,House,LogisticRegression,centroid,0.00965962757977276
Original,original,,KIP,3,80,House,LogisticRegression,centroid,0.13829080043873468
Decoded,decoded,GNN,KIP,4,80,House,LogisticRegression,centroid,0.17764903743113244
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,House,LogisticRegression,centroid,0.14036838588484468
Encoded,encoded,GNN,KIP,3,80,House,LogisticRegression,centroid,0.15605683379770294
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,House,LogisticRegression,centroid,0.028815794450257736
Original,original,,KIP,1,80,House,LogisticRegression,centroid,0.13829080043873468
Decoded,decoded,MLP,KMeans,2,80,House,LogisticRegression,centroid,0.06750544005849787
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,House,LogisticRegression,centroid,0.08060172215988592
Encoded,encoded,MLP,KMeans,4,80,House,LogisticRegression,centroid,0.09159570846833665
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,LogisticRegression,centroid,0.0037525435267715805
Original,original,,KMeans,1,80,House,LogisticRegression,centroid,0.039935753098248775
Decoded,decoded,GNN,KMeans,3,80,House,LogisticRegression,centroid,0.11177135364792792
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,House,LogisticRegression,centroid,0.10230416419773311
Encoded,encoded,GNN,KMeans,4,80,House,LogisticRegression,centroid,0.12008895724857852
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,LogisticRegression,centroid,0.010944263039120439
Original,original,,KMeans,1,80,House,LogisticRegression,centroid,0.039935753098248775
Decoded,decoded,MLP,KMeans,1,80,House,LogisticRegression,closest,0.060295061712830444
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,House,LogisticRegression,closest,0.06362248641561288
Encoded,encoded,MLP,KMeans,4,80,House,LogisticRegression,closest,0.0955899091012241
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,LogisticRegression,closest,0.01197644952659504
Original,original,,KMeans,3,80,House,LogisticRegression,closest,0.07058475270742189
Decoded,decoded,GNN,KMeans,3,80,House,LogisticRegression,closest,0.08481650046016712
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,House,LogisticRegression,closest,0.07504885336426323
Encoded,encoded,GNN,KMeans,4,80,House,LogisticRegression,closest,0.11801419584210579
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,LogisticRegression,closest,0.01633162294027906
Original,original,,KMeans,1,80,House,LogisticRegression,closest,0.07058475270742189
Decoded,decoded,MLP,Agglo,2,80,House,MLPClassifier,centroid,0.121275552718488
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,House,MLPClassifier,centroid,0.1500042046358019
Encoded,encoded,MLP,Agglo,1,80,House,MLPClassifier,centroid,0.1170116697755488
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,MLPClassifier,centroid,0.0602672428291847
Original,original,,Agglo,3,80,House,MLPClassifier,centroid,0.1289686028377468
Decoded,decoded,GNN,Agglo,2,80,House,MLPClassifier,centroid,0.1427029501253746
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,House,MLPClassifier,centroid,0.1793649853219985
Encoded,encoded,GNN,Agglo,3,80,House,MLPClassifier,centroid,0.1546551051923428
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,MLPClassifier,centroid,0.0643963863066478
Original,original,,Agglo,1,80,House,MLPClassifier,centroid,0.1289686028377468
Decoded,decoded,MLP,Agglo,1,80,House,MLPClassifier,closest,0.1031301602348479
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,House,MLPClassifier,closest,0.1283603640450124
Encoded,encoded,MLP,Agglo,2,80,House,MLPClassifier,closest,0.1054517881169346
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,MLPClassifier,closest,0.0690348640755916
Original,original,,Agglo,4,80,House,MLPClassifier,closest,0.1472468235887712
Decoded,decoded,GNN,Agglo,2,80,House,MLPClassifier,closest,0.1448420585896886
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,House,MLPClassifier,closest,0.134447529967586
Encoded,encoded,GNN,Agglo,4,80,House,MLPClassifier,closest,0.1576155510366338
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,MLPClassifier,closest,0.0727989687175095
Original,original,,Agglo,3,80,House,MLPClassifier,closest,0.1472468235887712
Decoded,decoded,MLP,KIP,4,80,House,MLPClassifier,centroid,0.20847396565959264
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,House,MLPClassifier,centroid,0.18872010886184323
Encoded,encoded,MLP,KIP,2,80,House,MLPClassifier,centroid,0.16752358418445346
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,House,MLPClassifier,centroid,0.06261983212035951
Original,original,,KIP,1,80,House,MLPClassifier,centroid,0.12187910907589743
Decoded,decoded,GNN,KIP,4,80,House,MLPClassifier,centroid,0.23597658400097837
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,House,MLPClassifier,centroid,0.20771980689254468
Encoded,encoded,GNN,KIP,2,80,House,MLPClassifier,centroid,0.19126018668582953
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,House,MLPClassifier,centroid,0.07955792076937176
Original,original,,KIP,1,80,House,MLPClassifier,centroid,0.12187910907589743
Decoded,decoded,MLP,KMeans,2,80,House,MLPClassifier,centroid,0.11855582227386693
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,House,MLPClassifier,centroid,0.13407924209528455
Encoded,encoded,MLP,KMeans,1,80,House,MLPClassifier,centroid,0.11621976484618668
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,MLPClassifier,centroid,0.05783772781481248
Original,original,,KMeans,3,80,House,MLPClassifier,centroid,0.12784558283897
Decoded,decoded,GNN,KMeans,4,80,House,MLPClassifier,centroid,0.16409508592746613
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,House,MLPClassifier,centroid,0.15594631062320338
Encoded,encoded,GNN,KMeans,2,80,House,MLPClassifier,centroid,0.1531955232095895
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,MLPClassifier,centroid,0.0597503593052411
Original,original,,KMeans,1,80,House,MLPClassifier,centroid,0.12784558283897
Decoded,decoded,MLP,KMeans,1,80,House,MLPClassifier,closest,0.11155099458748693
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,House,MLPClassifier,closest,0.12587093297046048
Encoded,encoded,MLP,KMeans,2,80,House,MLPClassifier,closest,0.12023117852119128
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,MLPClassifier,closest,0.06147827350009162
Original,original,,KMeans,3,80,House,MLPClassifier,closest,0.12337185034554446
Decoded,decoded,GNN,KMeans,3,80,House,MLPClassifier,closest,0.1473326363830957
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,House,MLPClassifier,closest,0.14495835499357826
Encoded,encoded,GNN,KMeans,4,80,House,MLPClassifier,closest,0.14755146856461362
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,MLPClassifier,closest,0.06612850513730031
Original,original,,KMeans,1,80,House,MLPClassifier,closest,0.12337185034554446
Decoded,decoded,MLP,Agglo,1,80,House,XGBClassifier,centroid,0.1585376601110238
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,House,XGBClassifier,centroid,0.1735879431845332
Encoded,encoded,MLP,Agglo,2,80,House,XGBClassifier,centroid,0.1629577823889773
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,XGBClassifier,centroid,0.0797742763870083
Original,original,,Agglo,4,80,House,XGBClassifier,centroid,0.3178255958022269
Decoded,decoded,GNN,Agglo,1,80,House,XGBClassifier,centroid,0.1667624147751505
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,House,XGBClassifier,centroid,0.1849283208766536
Encoded,encoded,GNN,Agglo,3,80,House,XGBClassifier,centroid,0.1965580636480641
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,XGBClassifier,centroid,0.09814236102111
Original,original,,Agglo,4,80,House,XGBClassifier,centroid,0.3178255958022269
Decoded,decoded,MLP,Agglo,1,80,House,XGBClassifier,closest,0.1357489819203379
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,House,XGBClassifier,closest,0.1447065748553055
Encoded,encoded,MLP,Agglo,4,80,House,XGBClassifier,closest,0.1699444880900819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,House,XGBClassifier,closest,0.1153737215978041
Original,original,,Agglo,3,80,House,XGBClassifier,closest,0.1452688102618093
Decoded,decoded,GNN,Agglo,1,80,House,XGBClassifier,closest,0.1384197179208881
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,House,XGBClassifier,closest,0.1457914582633288
Encoded,encoded,GNN,Agglo,4,80,House,XGBClassifier,closest,0.214277197607601
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,House,XGBClassifier,closest,0.0886748446076534
Original,original,,Agglo,2,80,House,XGBClassifier,closest,0.1452688102618093
Decoded,decoded,MLP,KIP,1,80,House,XGBClassifier,centroid,0.21370082384217434
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,House,XGBClassifier,centroid,0.21571233529400943
Encoded,encoded,MLP,KIP,3,80,House,XGBClassifier,centroid,0.23270532313926223
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,House,XGBClassifier,centroid,0.09676189165587032
Original,original,,KIP,4,80,House,XGBClassifier,centroid,0.254679820367437
Decoded,decoded,GNN,KIP,3,80,House,XGBClassifier,centroid,0.2582586160337472
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,House,XGBClassifier,centroid,0.22917177022150553
Encoded,encoded,GNN,KIP,4,80,House,XGBClassifier,centroid,0.26067391901642256
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,House,XGBClassifier,centroid,0.10609782707561699
Original,original,,KIP,2,80,House,XGBClassifier,centroid,0.254679820367437
Decoded,decoded,MLP,KMeans,1,80,House,XGBClassifier,centroid,0.14340396071986858
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,House,XGBClassifier,centroid,0.17259109462473718
Encoded,encoded,MLP,KMeans,2,80,House,XGBClassifier,centroid,0.16018911468895358
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,XGBClassifier,centroid,0.08991685231117386
Original,original,,KMeans,4,80,House,XGBClassifier,centroid,0.4241211713913134
Decoded,decoded,GNN,KMeans,1,80,House,XGBClassifier,centroid,0.16595926173259926
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,House,XGBClassifier,centroid,0.1712762272449003
Encoded,encoded,GNN,KMeans,3,80,House,XGBClassifier,centroid,0.18605439403700563
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,XGBClassifier,centroid,0.09595459136136833
Original,original,,KMeans,4,80,House,XGBClassifier,centroid,0.4241211713913134
Decoded,decoded,MLP,KMeans,1,80,House,XGBClassifier,closest,0.13938065504901992
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,House,XGBClassifier,closest,0.15404816561862145
Encoded,encoded,MLP,KMeans,4,80,House,XGBClassifier,closest,0.17199530417972292
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,House,XGBClassifier,closest,0.09536869776760012
Original,original,,KMeans,2,80,House,XGBClassifier,closest,0.14802550748461146
Decoded,decoded,GNN,KMeans,2,80,House,XGBClassifier,closest,0.16469340733036197
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,House,XGBClassifier,closest,0.16543237222340293
Encoded,encoded,GNN,KMeans,4,80,House,XGBClassifier,closest,0.20331469112162895
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,House,XGBClassifier,closest,0.10039667522351559
Original,original,,KMeans,1,80,House,XGBClassifier,closest,0.14802550748461146
Decoded,decoded,MLP,Agglo,4,80,Jannis,GaussianNB,centroid,0.3085791937171335
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Jannis,GaussianNB,centroid,0.2967687472797201
Encoded,encoded,MLP,Agglo,2,80,Jannis,GaussianNB,centroid,0.2806848068567187
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Jannis,GaussianNB,centroid,0.2502202847725658
Original,original,,Agglo,0,80,Jannis,GaussianNB,centroid,0.1316871857078463
Decoded,decoded,GNN,Agglo,4,80,Jannis,GaussianNB,centroid,0.2211849258176364
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Jannis,GaussianNB,centroid,0.1779909530946343
Encoded,encoded,GNN,Agglo,1,80,Jannis,GaussianNB,centroid,0.0537697635580864
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,GaussianNB,centroid,-0.0524686399965988
Original,original,,Agglo,2,80,Jannis,GaussianNB,centroid,0.1316871857078463
Decoded,decoded,MLP,Agglo,3,80,Jannis,GaussianNB,closest,0.2791570638690986
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Jannis,GaussianNB,closest,0.2655711599075062
Encoded,encoded,MLP,Agglo,1,80,Jannis,GaussianNB,closest,0.2413690702185228
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,80,Jannis,GaussianNB,closest,0.2840498645975449
Original,original,,Agglo,0,80,Jannis,GaussianNB,closest,0.0697944989419597
Decoded,decoded,GNN,Agglo,4,80,Jannis,GaussianNB,closest,0.202486456592281
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Jannis,GaussianNB,closest,0.1602007977052761
Encoded,encoded,GNN,Agglo,1,80,Jannis,GaussianNB,closest,0.0636366444346508
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,GaussianNB,closest,-0.0582851372624562
Original,original,,Agglo,2,80,Jannis,GaussianNB,closest,0.0697944989419597
Decoded,decoded,MLP,KIP,3,80,Jannis,GaussianNB,centroid,0.21091186001790668
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,Jannis,GaussianNB,centroid,0.2323948185349229
Encoded,encoded,MLP,KIP,1,80,Jannis,GaussianNB,centroid,0.17290969183226285
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Jannis,GaussianNB,centroid,0.1391466615722858
Original,original,,KIP,2,80,Jannis,GaussianNB,centroid,0.19627124949848102
Decoded,decoded,GNN,KIP,3,80,Jannis,GaussianNB,centroid,0.18638573800794986
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Jannis,GaussianNB,centroid,0.1826464195497568
Encoded,encoded,GNN,KIP,1,80,Jannis,GaussianNB,centroid,0.05749365035135998
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Jannis,GaussianNB,centroid,-0.05071705218150988
Original,original,,KIP,4,80,Jannis,GaussianNB,centroid,0.19627124949848102
Decoded,decoded,MLP,KMeans,4,80,Jannis,GaussianNB,centroid,0.28917947732191973
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Jannis,GaussianNB,centroid,0.24153783110193708
Encoded,encoded,MLP,KMeans,2,80,Jannis,GaussianNB,centroid,0.26042121916762934
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Jannis,GaussianNB,centroid,0.2646354917929207
Original,original,,KMeans,0,80,Jannis,GaussianNB,centroid,0.1289272189720201
Decoded,decoded,GNN,KMeans,3,80,Jannis,GaussianNB,centroid,0.20942803729501272
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Jannis,GaussianNB,centroid,0.21225235023807887
Encoded,encoded,GNN,KMeans,1,80,Jannis,GaussianNB,centroid,0.05736250160100455
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,GaussianNB,centroid,-0.04573326909865414
Original,original,,KMeans,2,80,Jannis,GaussianNB,centroid,0.1289272189720201
Decoded,decoded,MLP,KMeans,1,80,Jannis,GaussianNB,closest,0.25594681159646765
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Jannis,GaussianNB,closest,0.2893880618567393
Encoded,encoded,MLP,KMeans,3,80,Jannis,GaussianNB,closest,0.2608524978875306
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,Jannis,GaussianNB,closest,0.2567102016158039
Original,original,,KMeans,0,80,Jannis,GaussianNB,closest,0.0944020227803526
Decoded,decoded,GNN,KMeans,4,80,Jannis,GaussianNB,closest,0.21025918464582793
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Jannis,GaussianNB,closest,0.2039169580573304
Encoded,encoded,GNN,KMeans,1,80,Jannis,GaussianNB,closest,0.06754469929450505
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,GaussianNB,closest,-0.043054312483217304
Original,original,,KMeans,2,80,Jannis,GaussianNB,closest,0.0944020227803526
Decoded,decoded,MLP,Agglo,2,80,Jannis,KNeighborsClassifier,centroid,0.2974873140190789
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Jannis,KNeighborsClassifier,centroid,0.3052525503348465
Encoded,encoded,MLP,Agglo,1,80,Jannis,KNeighborsClassifier,centroid,0.2933576431098675
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,80,Jannis,KNeighborsClassifier,centroid,0.3149774936817761
Original,original,,Agglo,0,80,Jannis,KNeighborsClassifier,centroid,-0.0117342598251374
Decoded,decoded,GNN,Agglo,4,80,Jannis,KNeighborsClassifier,centroid,0.2548557015330427
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Jannis,KNeighborsClassifier,centroid,0.2067930977003171
Encoded,encoded,GNN,Agglo,3,80,Jannis,KNeighborsClassifier,centroid,0.2211705427441805
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Jannis,KNeighborsClassifier,centroid,0.1638456600760689
Original,original,,Agglo,0,80,Jannis,KNeighborsClassifier,centroid,-0.0117342598251374
Decoded,decoded,MLP,Agglo,1,80,Jannis,KNeighborsClassifier,closest,0.2667673237374817
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Jannis,KNeighborsClassifier,closest,0.3366345226519337
Encoded,encoded,MLP,Agglo,2,80,Jannis,KNeighborsClassifier,closest,0.2852727184684152
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Jannis,KNeighborsClassifier,closest,0.3220854526359063
Original,original,,Agglo,0,80,Jannis,KNeighborsClassifier,closest,0.0558299056150628
Decoded,decoded,GNN,Agglo,3,80,Jannis,KNeighborsClassifier,closest,0.2104362364842945
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Jannis,KNeighborsClassifier,closest,0.2069629249515781
Encoded,encoded,GNN,Agglo,4,80,Jannis,KNeighborsClassifier,closest,0.3194483108193652
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Jannis,KNeighborsClassifier,closest,0.1803672506658644
Original,original,,Agglo,0,80,Jannis,KNeighborsClassifier,closest,0.0558299056150628
Decoded,decoded,MLP,KIP,3,80,Jannis,KNeighborsClassifier,centroid,0.22910227096519323
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Jannis,KNeighborsClassifier,centroid,0.2154962164859881
Encoded,encoded,MLP,KIP,2,80,Jannis,KNeighborsClassifier,centroid,0.21794007653089129
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Jannis,KNeighborsClassifier,centroid,0.1756796130876223
Original,original,,KIP,4,80,Jannis,KNeighborsClassifier,centroid,0.2686367163304279
Decoded,decoded,GNN,KIP,2,80,Jannis,KNeighborsClassifier,centroid,0.17191525436565047
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Jannis,KNeighborsClassifier,centroid,0.18819788577311986
Encoded,encoded,GNN,KIP,1,80,Jannis,KNeighborsClassifier,centroid,0.149624004760671
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Jannis,KNeighborsClassifier,centroid,0.12034371352682467
Original,original,,KIP,4,80,Jannis,KNeighborsClassifier,centroid,0.2686367163304279
Decoded,decoded,MLP,KMeans,4,80,Jannis,KNeighborsClassifier,centroid,0.31321184105974653
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Jannis,KNeighborsClassifier,centroid,0.30161543965330145
Encoded,encoded,MLP,KMeans,2,80,Jannis,KNeighborsClassifier,centroid,0.30511328433893636
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Jannis,KNeighborsClassifier,centroid,0.31035419156223243
Original,original,,KMeans,0,80,Jannis,KNeighborsClassifier,centroid,-0.0018541922889707258
Decoded,decoded,GNN,KMeans,3,80,Jannis,KNeighborsClassifier,centroid,0.2333235261920668
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Jannis,KNeighborsClassifier,centroid,0.2161122763147517
Encoded,encoded,GNN,KMeans,4,80,Jannis,KNeighborsClassifier,centroid,0.25142856465296676
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Jannis,KNeighborsClassifier,centroid,0.1416426441429832
Original,original,,KMeans,0,80,Jannis,KNeighborsClassifier,centroid,-0.0018541922889707258
Decoded,decoded,MLP,KMeans,1,80,Jannis,KNeighborsClassifier,closest,0.30531473617833754
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Jannis,KNeighborsClassifier,closest,0.307957661301273
Encoded,encoded,MLP,KMeans,4,80,Jannis,KNeighborsClassifier,closest,0.30934715421163556
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,Jannis,KNeighborsClassifier,closest,0.30788201167570006
Original,original,,KMeans,0,80,Jannis,KNeighborsClassifier,closest,0.060586499177217604
Decoded,decoded,GNN,KMeans,3,80,Jannis,KNeighborsClassifier,closest,0.23901584495904138
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Jannis,KNeighborsClassifier,closest,0.213229841218405
Encoded,encoded,GNN,KMeans,4,80,Jannis,KNeighborsClassifier,closest,0.2456361931553957
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Jannis,KNeighborsClassifier,closest,0.17733024217136537
Original,original,,KMeans,0,80,Jannis,KNeighborsClassifier,closest,0.060586499177217604
Decoded,decoded,MLP,Agglo,3,80,Jannis,LogisticRegression,centroid,0.2630971228002831
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Jannis,LogisticRegression,centroid,0.3518629967423868
Encoded,encoded,MLP,Agglo,2,80,Jannis,LogisticRegression,centroid,0.0667292051108911
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Jannis,LogisticRegression,centroid,0.0245862884510327
Original,original,,Agglo,1,80,Jannis,LogisticRegression,centroid,0.0608231223476579
Decoded,decoded,GNN,Agglo,4,80,Jannis,LogisticRegression,centroid,0.240896726764544
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Jannis,LogisticRegression,centroid,0.2195178871508857
Encoded,encoded,GNN,Agglo,1,80,Jannis,LogisticRegression,centroid,0.0579500777306825
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,LogisticRegression,centroid,0.0279343230998345
Original,original,,Agglo,2,80,Jannis,LogisticRegression,centroid,0.0608231223476579
Decoded,decoded,MLP,Agglo,3,80,Jannis,LogisticRegression,closest,0.2357878760836806
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Jannis,LogisticRegression,closest,0.3595266054674166
Encoded,encoded,MLP,Agglo,1,80,Jannis,LogisticRegression,closest,0.0823740806933722
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Jannis,LogisticRegression,closest,0.0280970891602387
Original,original,,Agglo,2,80,Jannis,LogisticRegression,closest,0.1230724716715707
Decoded,decoded,GNN,Agglo,4,80,Jannis,LogisticRegression,closest,0.3178258520708995
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Jannis,LogisticRegression,closest,0.2501835970109009
Encoded,encoded,GNN,Agglo,1,80,Jannis,LogisticRegression,closest,0.0644967260843498
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,LogisticRegression,closest,0.0322460895666548
Original,original,,Agglo,2,80,Jannis,LogisticRegression,closest,0.1230724716715707
Decoded,decoded,MLP,KIP,3,80,Jannis,LogisticRegression,centroid,0.2550331901548971
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,Jannis,LogisticRegression,centroid,0.25728960167008397
Encoded,encoded,MLP,KIP,2,80,Jannis,LogisticRegression,centroid,0.2507645125184216
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,Jannis,LogisticRegression,centroid,0.18904303093989464
Original,original,,KIP,0,80,Jannis,LogisticRegression,centroid,0.16548810188600874
Decoded,decoded,GNN,KIP,3,80,Jannis,LogisticRegression,centroid,0.21858282700137738
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Jannis,LogisticRegression,centroid,0.22240577035442627
Encoded,encoded,GNN,KIP,1,80,Jannis,LogisticRegression,centroid,0.12832293584873128
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Jannis,LogisticRegression,centroid,0.050677957793499886
Original,original,,KIP,2,80,Jannis,LogisticRegression,centroid,0.16548810188600874
Decoded,decoded,MLP,KMeans,4,80,Jannis,LogisticRegression,centroid,0.3344121905014266
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Jannis,LogisticRegression,centroid,0.2987390528457
Encoded,encoded,MLP,KMeans,1,80,Jannis,LogisticRegression,centroid,0.05820489921775428
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Jannis,LogisticRegression,centroid,0.02145671446781402
Original,original,,KMeans,2,80,Jannis,LogisticRegression,centroid,0.06334607391479243
Decoded,decoded,GNN,KMeans,3,80,Jannis,LogisticRegression,centroid,0.25644780207410456
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Jannis,LogisticRegression,centroid,0.27470128195185
Encoded,encoded,GNN,KMeans,1,80,Jannis,LogisticRegression,centroid,0.05581018645678424
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,LogisticRegression,centroid,0.03250346917577517
Original,original,,KMeans,2,80,Jannis,LogisticRegression,centroid,0.06334607391479243
Decoded,decoded,MLP,KMeans,3,80,Jannis,LogisticRegression,closest,0.31170260988335624
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Jannis,LogisticRegression,closest,0.3439252549268432
Encoded,encoded,MLP,KMeans,1,80,Jannis,LogisticRegression,closest,0.07349894240876163
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Jannis,LogisticRegression,closest,0.027394404085838358
Original,original,,KMeans,2,80,Jannis,LogisticRegression,closest,0.12210088065199864
Decoded,decoded,GNN,KMeans,4,80,Jannis,LogisticRegression,closest,0.31365505587315606
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Jannis,LogisticRegression,closest,0.24400655293275744
Encoded,encoded,GNN,KMeans,1,80,Jannis,LogisticRegression,closest,0.06481660224166896
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,LogisticRegression,closest,0.03905138919705044
Original,original,,KMeans,2,80,Jannis,LogisticRegression,closest,0.12210088065199864
Decoded,decoded,MLP,Agglo,2,80,Jannis,MLPClassifier,centroid,0.290604902053685
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Jannis,MLPClassifier,centroid,0.3804565477713767
Encoded,encoded,MLP,Agglo,3,80,Jannis,MLPClassifier,centroid,0.3210660230238534
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Jannis,MLPClassifier,centroid,0.223169343509972
Original,original,,Agglo,0,80,Jannis,MLPClassifier,centroid,0.1760039424769662
Decoded,decoded,GNN,Agglo,3,80,Jannis,MLPClassifier,centroid,0.2677101510186989
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Jannis,MLPClassifier,centroid,0.2284391582993602
Encoded,encoded,GNN,Agglo,4,80,Jannis,MLPClassifier,centroid,0.2842592932807068
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,MLPClassifier,centroid,0.1368788480495434
Original,original,,Agglo,1,80,Jannis,MLPClassifier,centroid,0.1760039424769662
Decoded,decoded,MLP,Agglo,1,80,Jannis,MLPClassifier,closest,0.2977092965431845
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Jannis,MLPClassifier,closest,0.3707234055597921
Encoded,encoded,MLP,Agglo,2,80,Jannis,MLPClassifier,closest,0.3314280606464175
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,80,Jannis,MLPClassifier,closest,0.4554533909391646
Original,original,,Agglo,0,80,Jannis,MLPClassifier,closest,0.1442863199186407
Decoded,decoded,GNN,Agglo,4,80,Jannis,MLPClassifier,closest,0.3113062008349794
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Jannis,MLPClassifier,closest,0.2501067378151828
Encoded,encoded,GNN,Agglo,2,80,Jannis,MLPClassifier,closest,0.2002899200324084
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,MLPClassifier,closest,0.1064120329634164
Original,original,,Agglo,1,80,Jannis,MLPClassifier,closest,0.1442863199186407
Decoded,decoded,MLP,KIP,4,80,Jannis,MLPClassifier,centroid,0.27404555335741193
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Jannis,MLPClassifier,centroid,0.2736866521541915
Encoded,encoded,MLP,KIP,2,80,Jannis,MLPClassifier,centroid,0.2734641590496226
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,Jannis,MLPClassifier,centroid,0.21713587972766502
Original,original,,KIP,0,80,Jannis,MLPClassifier,centroid,0.15323623110833778
Decoded,decoded,GNN,KIP,3,80,Jannis,MLPClassifier,centroid,0.23666148323054198
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Jannis,MLPClassifier,centroid,0.239031746737755
Encoded,encoded,GNN,KIP,2,80,Jannis,MLPClassifier,centroid,0.16647306672408052
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Jannis,MLPClassifier,centroid,0.08553560609495305
Original,original,,KIP,1,80,Jannis,MLPClassifier,centroid,0.15323623110833778
Decoded,decoded,MLP,KMeans,4,80,Jannis,MLPClassifier,centroid,0.3523059558089329
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Jannis,MLPClassifier,centroid,0.3196833913954101
Encoded,encoded,MLP,KMeans,2,80,Jannis,MLPClassifier,centroid,0.31791143264602123
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Jannis,MLPClassifier,centroid,0.2674598247888288
Original,original,,KMeans,0,80,Jannis,MLPClassifier,centroid,0.18138642197582097
Decoded,decoded,GNN,KMeans,2,80,Jannis,MLPClassifier,centroid,0.27735968641822983
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Jannis,MLPClassifier,centroid,0.2843459011425548
Encoded,encoded,GNN,KMeans,4,80,Jannis,MLPClassifier,centroid,0.29564339964937136
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,MLPClassifier,centroid,0.14854283991419137
Original,original,,KMeans,1,80,Jannis,MLPClassifier,centroid,0.18138642197582097
Decoded,decoded,MLP,KMeans,1,80,Jannis,MLPClassifier,closest,0.3473494821326878
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Jannis,MLPClassifier,closest,0.36343755857508436
Encoded,encoded,MLP,KMeans,2,80,Jannis,MLPClassifier,closest,0.35710197001371097
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Jannis,MLPClassifier,closest,0.3591058619240625
Original,original,,KMeans,0,80,Jannis,MLPClassifier,closest,0.14671089598096407
Decoded,decoded,GNN,KMeans,4,80,Jannis,MLPClassifier,closest,0.3244021590082239
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Jannis,MLPClassifier,closest,0.25488443773756364
Encoded,encoded,GNN,KMeans,2,80,Jannis,MLPClassifier,closest,0.2496789628773005
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Jannis,MLPClassifier,closest,0.16948787550814615
Original,original,,KMeans,0,80,Jannis,MLPClassifier,closest,0.14671089598096407
Decoded,decoded,MLP,Agglo,4,80,Jannis,XGBClassifier,centroid,0.3777580691785404
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Jannis,XGBClassifier,centroid,0.3698212790443606
Encoded,encoded,MLP,Agglo,1,80,Jannis,XGBClassifier,centroid,0.1748016209606606
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Jannis,XGBClassifier,centroid,0.1421298112091112
Original,original,,Agglo,2,80,Jannis,XGBClassifier,centroid,0.3353079743827415
Decoded,decoded,GNN,Agglo,3,80,Jannis,XGBClassifier,centroid,0.3192531488897966
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Jannis,XGBClassifier,centroid,0.298896684114884
Encoded,encoded,GNN,Agglo,1,80,Jannis,XGBClassifier,centroid,0.1863775654918864
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,XGBClassifier,centroid,0.158390649619256
Original,original,,Agglo,4,80,Jannis,XGBClassifier,centroid,0.3353079743827415
Decoded,decoded,MLP,Agglo,3,80,Jannis,XGBClassifier,closest,0.3119372474882844
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Jannis,XGBClassifier,closest,0.4562689744275269
Encoded,encoded,MLP,Agglo,2,80,Jannis,XGBClassifier,closest,0.1828569906642762
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Jannis,XGBClassifier,closest,0.1418356185205341
Original,original,,Agglo,1,80,Jannis,XGBClassifier,closest,0.1787595660971679
Decoded,decoded,GNN,Agglo,4,80,Jannis,XGBClassifier,closest,0.367754364203152
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Jannis,XGBClassifier,closest,0.329699041999221
Encoded,encoded,GNN,Agglo,2,80,Jannis,XGBClassifier,closest,0.1916514554581887
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Jannis,XGBClassifier,closest,0.162052094939655
Original,original,,Agglo,1,80,Jannis,XGBClassifier,closest,0.1787595660971679
Decoded,decoded,MLP,KIP,4,80,Jannis,XGBClassifier,centroid,0.3178002624696849
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Jannis,XGBClassifier,centroid,0.3149680598550309
Encoded,encoded,MLP,KIP,1,80,Jannis,XGBClassifier,centroid,0.25541645009072433
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Jannis,XGBClassifier,centroid,0.18253598779665242
Original,original,,KIP,2,80,Jannis,XGBClassifier,centroid,0.27052789113615167
Decoded,decoded,GNN,KIP,3,80,Jannis,XGBClassifier,centroid,0.28055905092916167
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Jannis,XGBClassifier,centroid,0.28670238869127507
Encoded,encoded,GNN,KIP,1,80,Jannis,XGBClassifier,centroid,0.21700097170783078
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Jannis,XGBClassifier,centroid,0.14347591833854242
Original,original,,KIP,2,80,Jannis,XGBClassifier,centroid,0.27052789113615167
Decoded,decoded,MLP,KMeans,4,80,Jannis,XGBClassifier,centroid,0.4065617081972241
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Jannis,XGBClassifier,centroid,0.37405084094798513
Encoded,encoded,MLP,KMeans,1,80,Jannis,XGBClassifier,centroid,0.1759442190848303
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Jannis,XGBClassifier,centroid,0.13237020711219552
Original,original,,KMeans,2,80,Jannis,XGBClassifier,centroid,0.33372713059834674
Decoded,decoded,GNN,KMeans,3,80,Jannis,XGBClassifier,centroid,0.31769061284092887
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Jannis,XGBClassifier,centroid,0.30499267147725373
Encoded,encoded,GNN,KMeans,1,80,Jannis,XGBClassifier,centroid,0.17145726996242092
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,XGBClassifier,centroid,0.1442384647016272
Original,original,,KMeans,4,80,Jannis,XGBClassifier,centroid,0.33372713059834674
Decoded,decoded,MLP,KMeans,4,80,Jannis,XGBClassifier,closest,0.3903983730679503
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Jannis,XGBClassifier,closest,0.3771050367308274
Encoded,encoded,MLP,KMeans,2,80,Jannis,XGBClassifier,closest,0.19329284098327054
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Jannis,XGBClassifier,closest,0.1470785319068951
Original,original,,KMeans,1,80,Jannis,XGBClassifier,closest,0.17888263099395113
Decoded,decoded,GNN,KMeans,4,80,Jannis,XGBClassifier,closest,0.345960050051096
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Jannis,XGBClassifier,closest,0.30684787343912634
Encoded,encoded,GNN,KMeans,2,80,Jannis,XGBClassifier,closest,0.19059743067421042
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Jannis,XGBClassifier,closest,0.16357737766456257
Original,original,,KMeans,1,80,Jannis,XGBClassifier,closest,0.17888263099395113
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,GaussianNB,centroid,-0.0794294966270757
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,LawSchoolAdmissions,GaussianNB,centroid,-0.1688922421569846
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,GaussianNB,centroid,0.069052980334176
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,GaussianNB,centroid,-0.1547854754546243
Original,original,,Agglo,0,80,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,80,LawSchoolAdmissions,GaussianNB,centroid,-0.0331914963412147
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,GaussianNB,centroid,-0.1534803564357363
Encoded,encoded,GNN,Agglo,3,80,LawSchoolAdmissions,GaussianNB,centroid,0.0748721241104923
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,LawSchoolAdmissions,GaussianNB,centroid,0.1839034539963118
Original,original,,Agglo,0,80,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,2,80,LawSchoolAdmissions,GaussianNB,closest,-0.1696889036765929
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,LawSchoolAdmissions,GaussianNB,closest,-0.1803922855047437
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,GaussianNB,closest,0.0801652369716551
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,LawSchoolAdmissions,GaussianNB,closest,-0.1514781585871911
Original,original,,Agglo,0,80,LawSchoolAdmissions,GaussianNB,closest,-0.2269079457614092
Decoded,decoded,GNN,Agglo,2,80,LawSchoolAdmissions,GaussianNB,closest,-0.1677499701251929
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,GaussianNB,closest,-0.1783115930652958
Encoded,encoded,GNN,Agglo,3,80,LawSchoolAdmissions,GaussianNB,closest,0.0666477654815935
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,LawSchoolAdmissions,GaussianNB,closest,0.1612571787403843
Original,original,,Agglo,0,80,LawSchoolAdmissions,GaussianNB,closest,-0.2269079457614092
Decoded,decoded,MLP,KIP,3,80,LawSchoolAdmissions,GaussianNB,centroid,-0.0027100550399384604
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,LawSchoolAdmissions,GaussianNB,centroid,-0.20091545781091477
Encoded,encoded,MLP,KIP,4,80,LawSchoolAdmissions,GaussianNB,centroid,0.1823098966448834
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,LawSchoolAdmissions,GaussianNB,centroid,-0.12932792228332562
Original,original,,KIP,0,80,LawSchoolAdmissions,GaussianNB,centroid,-0.244097792544654
Decoded,decoded,GNN,KIP,2,80,LawSchoolAdmissions,GaussianNB,centroid,-0.012829296524446998
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,LawSchoolAdmissions,GaussianNB,centroid,-0.14141351184799697
Encoded,encoded,GNN,KIP,3,80,LawSchoolAdmissions,GaussianNB,centroid,0.08208940885372115
Encoded-FT,encoded,GNN-MultiHead,KIP,4,80,LawSchoolAdmissions,GaussianNB,centroid,0.18391868429006913
Original,original,,KIP,0,80,LawSchoolAdmissions,GaussianNB,centroid,-0.244097792544654
Decoded,decoded,MLP,KMeans,3,80,LawSchoolAdmissions,GaussianNB,centroid,-0.10802120994139852
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,LawSchoolAdmissions,GaussianNB,centroid,-0.13763100981533855
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,GaussianNB,centroid,0.07268388236589718
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,GaussianNB,centroid,-0.15784629587540208
Original,original,,KMeans,0,80,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,80,LawSchoolAdmissions,GaussianNB,centroid,-0.11375225232613446
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,GaussianNB,centroid,-0.1716140128075055
Encoded,encoded,GNN,KMeans,3,80,LawSchoolAdmissions,GaussianNB,centroid,0.08222085800445655
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,LawSchoolAdmissions,GaussianNB,centroid,0.16468985264105004
Original,original,,KMeans,0,80,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,2,80,LawSchoolAdmissions,GaussianNB,closest,-0.172924755319473
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,GaussianNB,closest,-0.1769375862561829
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,GaussianNB,closest,0.08837647411670144
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,LawSchoolAdmissions,GaussianNB,closest,-0.14656181976236055
Original,original,,KMeans,0,80,LawSchoolAdmissions,GaussianNB,closest,-0.20924010206639934
Decoded,decoded,GNN,KMeans,0,80,LawSchoolAdmissions,GaussianNB,closest,-0.2312544372875081
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,GaussianNB,closest,-0.21634257382592006
Encoded,encoded,GNN,KMeans,3,80,LawSchoolAdmissions,GaussianNB,closest,0.06525056176352736
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,LawSchoolAdmissions,GaussianNB,closest,0.15145238424390955
Original,original,,KMeans,2,80,LawSchoolAdmissions,GaussianNB,closest,-0.20924010206639934
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1331877283165662
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0639643928311663
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1820188700832768
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0784377221872624
Original,original,,Agglo,1,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0180293471065599
Decoded,decoded,GNN,Agglo,3,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0935311327770649
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0618160718517852
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.185631073118508
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0615974600165083
Original,original,,Agglo,1,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0180293471065599
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0853679216756699
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.075742871619689
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2207979536297737
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0497331709748863
Original,original,,Agglo,1,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.067234376404632
Decoded,decoded,GNN,Agglo,1,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0634403373568807
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0678105309611564
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1894496293814306
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0559176385018348
Original,original,,Agglo,2,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.067234376404632
Decoded,decoded,MLP,KIP,3,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.21915897779557544
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13522408734666522
Encoded,encoded,MLP,KIP,4,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.31290157155349246
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.00402347931972904
Original,original,,KIP,2,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.14996731037977157
Decoded,decoded,GNN,KIP,3,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16440835873589235
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.11927155267523674
Encoded,encoded,GNN,KIP,4,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.2378944206990675
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.031341786324297384
Original,original,,KIP,2,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.14996731037977157
Decoded,decoded,MLP,KMeans,3,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1171806428413817
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.06110364244093389
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1824477170386472
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07646858118875802
Original,original,,KMeans,1,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.02417663019049874
Decoded,decoded,GNN,KMeans,2,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.04812095976724986
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.052271111365363686
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.15534230118581593
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.06276917859156765
Original,original,,KMeans,1,80,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.02417663019049874
Decoded,decoded,MLP,KMeans,3,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06081679102343028
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.056869110760605655
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.21472217909008434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.06029028382762762
Original,original,,KMeans,1,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.04779161184344932
Decoded,decoded,GNN,KMeans,2,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0551719065403757
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05952881998643378
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.18024239353399304
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.05596074793851084
Original,original,,KMeans,1,80,LawSchoolAdmissions,KNeighborsClassifier,closest,0.04779161184344932
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,LogisticRegression,centroid,0.1227575520225336
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,LawSchoolAdmissions,LogisticRegression,centroid,0.0184488887549989
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,LogisticRegression,centroid,0.2479392449107162
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,LogisticRegression,centroid,0.1148148427085609
Original,original,,Agglo,0,80,LawSchoolAdmissions,LogisticRegression,centroid,0.0054780876494023
Decoded,decoded,GNN,Agglo,2,80,LawSchoolAdmissions,LogisticRegression,centroid,0.1195350921455953
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,LogisticRegression,centroid,0.0372235067292268
Encoded,encoded,GNN,Agglo,3,80,LawSchoolAdmissions,LogisticRegression,centroid,0.2775325917502014
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,LawSchoolAdmissions,LogisticRegression,centroid,0.2802410396222294
Original,original,,Agglo,0,80,LawSchoolAdmissions,LogisticRegression,centroid,0.0054780876494023
Decoded,decoded,MLP,Agglo,2,80,LawSchoolAdmissions,LogisticRegression,closest,0.0433690568538699
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,LawSchoolAdmissions,LogisticRegression,closest,0.0187539068678028
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,LogisticRegression,closest,0.2606313874935042
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,LawSchoolAdmissions,LogisticRegression,closest,0.1099166660390573
Original,original,,Agglo,0,80,LawSchoolAdmissions,LogisticRegression,closest,0.0156491237319154
Decoded,decoded,GNN,Agglo,0,80,LawSchoolAdmissions,LogisticRegression,closest,0.0039840637450199
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,LogisticRegression,closest,0.0079681274900398
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,LogisticRegression,closest,0.2431050843883445
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,LawSchoolAdmissions,LogisticRegression,closest,0.2241704260462874
Original,original,,Agglo,2,80,LawSchoolAdmissions,LogisticRegression,closest,0.0156491237319154
Decoded,decoded,MLP,KIP,2,80,LawSchoolAdmissions,LogisticRegression,centroid,0.09638986586734344
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,LawSchoolAdmissions,LogisticRegression,centroid,0.02222471173905504
Encoded,encoded,MLP,KIP,4,80,LawSchoolAdmissions,LogisticRegression,centroid,0.29448444407624697
Encoded-FT,encoded,MLP-MultiHead,KIP,3,80,LawSchoolAdmissions,LogisticRegression,centroid,0.11571954149376026
Original,original,,KIP,0,80,LawSchoolAdmissions,LogisticRegression,centroid,0.00069721115537846
Decoded,decoded,GNN,KIP,2,80,LawSchoolAdmissions,LogisticRegression,centroid,0.07437320660646636
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,LawSchoolAdmissions,LogisticRegression,centroid,0.046225118429872133
Encoded,encoded,GNN,KIP,4,80,LawSchoolAdmissions,LogisticRegression,centroid,0.23595466903651935
Encoded-FT,encoded,GNN-MultiHead,KIP,3,80,LawSchoolAdmissions,LogisticRegression,centroid,0.23209731960626306
Original,original,,KIP,0,80,LawSchoolAdmissions,LogisticRegression,centroid,0.00069721115537846
Decoded,decoded,MLP,KMeans,2,80,LawSchoolAdmissions,LogisticRegression,centroid,0.09961326715821023
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,LogisticRegression,centroid,0.02697904036029794
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,LogisticRegression,centroid,0.2567847701820318
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,LawSchoolAdmissions,LogisticRegression,centroid,0.11540586237281496
Original,original,,KMeans,0,80,LawSchoolAdmissions,LogisticRegression,centroid,0.00587649402390432
Decoded,decoded,GNN,KMeans,2,80,LawSchoolAdmissions,LogisticRegression,centroid,0.05955817561511976
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,LogisticRegression,centroid,0.04211264582501748
Encoded,encoded,GNN,KMeans,3,80,LawSchoolAdmissions,LogisticRegression,centroid,0.23536289624112244
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,LawSchoolAdmissions,LogisticRegression,centroid,0.2415014799026954
Original,original,,KMeans,0,80,LawSchoolAdmissions,LogisticRegression,centroid,0.00587649402390432
Decoded,decoded,MLP,KMeans,1,80,LawSchoolAdmissions,LogisticRegression,closest,0.02115752490981248
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,LawSchoolAdmissions,LogisticRegression,closest,0.01425771394572926
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,LogisticRegression,closest,0.24780820009188192
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,LawSchoolAdmissions,LogisticRegression,closest,0.09299267956529268
Original,original,,KMeans,2,80,LawSchoolAdmissions,LogisticRegression,closest,0.02279859766981216
Decoded,decoded,GNN,KMeans,0,80,LawSchoolAdmissions,LogisticRegression,closest,0.005547187431747419
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,LogisticRegression,closest,0.006264733127979499
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,LogisticRegression,closest,0.21829845080923937
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,LawSchoolAdmissions,LogisticRegression,closest,0.19968217865776963
Original,original,,KMeans,2,80,LawSchoolAdmissions,LogisticRegression,closest,0.02279859766981216
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,MLPClassifier,centroid,0.1681497074085509
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,MLPClassifier,centroid,0.061439497209649
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,MLPClassifier,centroid,0.221202147930019
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,LawSchoolAdmissions,MLPClassifier,centroid,0.0431459417528374
Original,original,,Agglo,0,80,LawSchoolAdmissions,MLPClassifier,centroid,0.0203062984357466
Decoded,decoded,GNN,Agglo,3,80,LawSchoolAdmissions,MLPClassifier,centroid,0.1783471030810595
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,MLPClassifier,centroid,0.0723118866688256
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,MLPClassifier,centroid,0.2406093960641366
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,LawSchoolAdmissions,MLPClassifier,centroid,0.1185475489346959
Original,original,,Agglo,0,80,LawSchoolAdmissions,MLPClassifier,centroid,0.0203062984357466
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,MLPClassifier,closest,0.0584260312248171
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,LawSchoolAdmissions,MLPClassifier,closest,0.0483924415758516
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,MLPClassifier,closest,0.2279765625588383
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,MLPClassifier,closest,0.0570063790207788
Original,original,,Agglo,0,80,LawSchoolAdmissions,MLPClassifier,closest,0.0193865370276926
Decoded,decoded,GNN,Agglo,2,80,LawSchoolAdmissions,MLPClassifier,closest,0.0458035532727313
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,MLPClassifier,closest,0.0290849833181452
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,MLPClassifier,closest,0.2357620557467672
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,LawSchoolAdmissions,MLPClassifier,closest,0.14236061425376
Original,original,,Agglo,0,80,LawSchoolAdmissions,MLPClassifier,closest,0.0193865370276926
Decoded,decoded,MLP,KIP,3,80,LawSchoolAdmissions,MLPClassifier,centroid,0.12206090571551223
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,LawSchoolAdmissions,MLPClassifier,centroid,0.03609305688399516
Encoded,encoded,MLP,KIP,4,80,LawSchoolAdmissions,MLPClassifier,centroid,0.23711185503731763
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,LawSchoolAdmissions,MLPClassifier,centroid,0.0055319365261072605
Original,original,,KIP,0,80,LawSchoolAdmissions,MLPClassifier,centroid,0.00059760956175294
Decoded,decoded,GNN,KIP,2,80,LawSchoolAdmissions,MLPClassifier,centroid,0.10511376045910872
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,LawSchoolAdmissions,MLPClassifier,centroid,0.064257902228515
Encoded,encoded,GNN,KIP,4,80,LawSchoolAdmissions,MLPClassifier,centroid,0.22644845947024753
Encoded-FT,encoded,GNN-MultiHead,KIP,3,80,LawSchoolAdmissions,MLPClassifier,centroid,0.13680344783437132
Original,original,,KIP,0,80,LawSchoolAdmissions,MLPClassifier,centroid,0.00059760956175294
Decoded,decoded,MLP,KMeans,3,80,LawSchoolAdmissions,MLPClassifier,centroid,0.1286150294850842
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,LawSchoolAdmissions,MLPClassifier,centroid,0.06646928354634389
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,MLPClassifier,centroid,0.2199340633684544
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,MLPClassifier,centroid,0.05198035833979766
Original,original,,KMeans,0,80,LawSchoolAdmissions,MLPClassifier,centroid,0.02442291326188618
Decoded,decoded,GNN,KMeans,3,80,LawSchoolAdmissions,MLPClassifier,centroid,0.1076086956521739
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,MLPClassifier,centroid,0.04980983438646166
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,MLPClassifier,centroid,0.20647466843401435
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,LawSchoolAdmissions,MLPClassifier,centroid,0.09530799298081771
Original,original,,KMeans,0,80,LawSchoolAdmissions,MLPClassifier,centroid,0.02442291326188618
Decoded,decoded,MLP,KMeans,2,80,LawSchoolAdmissions,MLPClassifier,closest,0.045177324727554716
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,MLPClassifier,closest,0.040152998591644715
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,MLPClassifier,closest,0.21139638045172804
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,LawSchoolAdmissions,MLPClassifier,closest,0.04892245761754492
Original,original,,KMeans,0,80,LawSchoolAdmissions,MLPClassifier,closest,0.02205186814179946
Decoded,decoded,GNN,KMeans,1,80,LawSchoolAdmissions,MLPClassifier,closest,0.024673894215199624
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,LawSchoolAdmissions,MLPClassifier,closest,0.02675291273469444
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,MLPClassifier,closest,0.20734340520714864
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,LawSchoolAdmissions,MLPClassifier,closest,0.10289051732578189
Original,original,,KMeans,0,80,LawSchoolAdmissions,MLPClassifier,closest,0.02205186814179946
Decoded,decoded,MLP,Agglo,3,80,LawSchoolAdmissions,XGBClassifier,centroid,0.1196574759562882
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0252939094284487
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,XGBClassifier,centroid,0.242003630092108
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,LawSchoolAdmissions,XGBClassifier,centroid,0.1117608959248074
Original,original,,Agglo,1,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0328685258964143
Decoded,decoded,GNN,Agglo,2,80,LawSchoolAdmissions,XGBClassifier,centroid,0.109458197455923
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,XGBClassifier,centroid,0.2346634256923158
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,LawSchoolAdmissions,XGBClassifier,centroid,0.1260760361201696
Original,original,,Agglo,0,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0328685258964143
Decoded,decoded,MLP,Agglo,1,80,LawSchoolAdmissions,XGBClassifier,closest,0.0488292576386326
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,LawSchoolAdmissions,XGBClassifier,closest,0.036798929047515
Encoded,encoded,MLP,Agglo,4,80,LawSchoolAdmissions,XGBClassifier,closest,0.2463896775845577
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,LawSchoolAdmissions,XGBClassifier,closest,0.0760144676492518
Original,original,,Agglo,2,80,LawSchoolAdmissions,XGBClassifier,closest,0.0601827096152253
Decoded,decoded,GNN,Agglo,0,80,LawSchoolAdmissions,XGBClassifier,closest,0.0064741035856573
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,LawSchoolAdmissions,XGBClassifier,closest,0.0447444626032731
Encoded,encoded,GNN,Agglo,4,80,LawSchoolAdmissions,XGBClassifier,closest,0.2456431363393307
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,LawSchoolAdmissions,XGBClassifier,closest,0.1362979085548166
Original,original,,Agglo,2,80,LawSchoolAdmissions,XGBClassifier,closest,0.0601827096152253
Decoded,decoded,MLP,KIP,3,80,LawSchoolAdmissions,XGBClassifier,centroid,0.11298002696209486
Decoded-FT,decoded,MLP-MultiHead,KIP,0,80,LawSchoolAdmissions,XGBClassifier,centroid,0.036814744801512214
Encoded,encoded,MLP,KIP,4,80,LawSchoolAdmissions,XGBClassifier,centroid,0.3249156493120147
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,LawSchoolAdmissions,XGBClassifier,centroid,0.09287914504552672
Original,original,,KIP,1,80,LawSchoolAdmissions,XGBClassifier,centroid,0.04645727110461742
Decoded,decoded,GNN,KIP,2,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0735707453738919
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0606387305221458
Encoded,encoded,GNN,KIP,4,80,LawSchoolAdmissions,XGBClassifier,centroid,0.26268009248450436
Encoded-FT,encoded,GNN-MultiHead,KIP,3,80,LawSchoolAdmissions,XGBClassifier,centroid,0.1745840833264296
Original,original,,KIP,0,80,LawSchoolAdmissions,XGBClassifier,centroid,0.04645727110461742
Decoded,decoded,MLP,KMeans,2,80,LawSchoolAdmissions,XGBClassifier,centroid,0.134390792218649
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,LawSchoolAdmissions,XGBClassifier,centroid,0.06519479737006598
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,XGBClassifier,centroid,0.23897171239427922
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,XGBClassifier,centroid,0.11148299053314148
Original,original,,KMeans,3,80,LawSchoolAdmissions,XGBClassifier,centroid,0.19999623434428637
Decoded,decoded,GNN,KMeans,0,80,LawSchoolAdmissions,XGBClassifier,centroid,0.06159501879062196
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,XGBClassifier,centroid,0.22844595154354227
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,LawSchoolAdmissions,XGBClassifier,centroid,0.10439696789401935
Original,original,,KMeans,3,80,LawSchoolAdmissions,XGBClassifier,centroid,0.19999623434428637
Decoded,decoded,MLP,KMeans,0,80,LawSchoolAdmissions,XGBClassifier,closest,0.058006913743890165
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,LawSchoolAdmissions,XGBClassifier,closest,0.06614280119597224
Encoded,encoded,MLP,KMeans,4,80,LawSchoolAdmissions,XGBClassifier,closest,0.24098803274614206
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,LawSchoolAdmissions,XGBClassifier,closest,0.08426652558009924
Original,original,,KMeans,2,80,LawSchoolAdmissions,XGBClassifier,closest,0.06635650215772063
Decoded,decoded,GNN,KMeans,0,80,LawSchoolAdmissions,XGBClassifier,closest,0.021205913585732622
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,LawSchoolAdmissions,XGBClassifier,closest,0.03766917208293474
Encoded,encoded,GNN,KMeans,4,80,LawSchoolAdmissions,XGBClassifier,closest,0.23563948365328852
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,LawSchoolAdmissions,XGBClassifier,closest,0.12440201387267562
Original,original,,KMeans,2,80,LawSchoolAdmissions,XGBClassifier,closest,0.06635650215772063
Decoded,decoded,MLP,Agglo,4,80,MagicTelescope,GaussianNB,centroid,0.0460882494902791
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MagicTelescope,GaussianNB,centroid,-0.0185222897257051
Encoded,encoded,MLP,Agglo,2,80,MagicTelescope,GaussianNB,centroid,-0.0207581315219651
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,MagicTelescope,GaussianNB,centroid,-0.0864999653499231
Original,original,,Agglo,0,80,MagicTelescope,GaussianNB,centroid,-0.1045140539495616
Decoded,decoded,GNN,Agglo,3,80,MagicTelescope,GaussianNB,centroid,0.1004487488890698
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MagicTelescope,GaussianNB,centroid,-0.0051421929729644
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,GaussianNB,centroid,0.1687242935943558
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,MagicTelescope,GaussianNB,centroid,-0.0822182492835943
Original,original,,Agglo,0,80,MagicTelescope,GaussianNB,centroid,-0.1045140539495616
Decoded,decoded,MLP,Agglo,1,80,MagicTelescope,GaussianNB,closest,-0.0779845570078868
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MagicTelescope,GaussianNB,closest,-0.039652757599005
Encoded,encoded,MLP,Agglo,4,80,MagicTelescope,GaussianNB,closest,-0.0364889624308061
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,GaussianNB,closest,-0.0915607002476568
Original,original,,Agglo,2,80,MagicTelescope,GaussianNB,closest,-0.0711484615973806
Decoded,decoded,GNN,Agglo,2,80,MagicTelescope,GaussianNB,closest,-0.0694411854459951
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MagicTelescope,GaussianNB,closest,-0.054760191073897
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,GaussianNB,closest,0.1689473914571148
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,GaussianNB,closest,-0.0836477169246779
Original,original,,Agglo,1,80,MagicTelescope,GaussianNB,closest,-0.0711484615973806
Decoded,decoded,MLP,KIP,4,80,MagicTelescope,GaussianNB,centroid,0.2793212597065807
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,MagicTelescope,GaussianNB,centroid,0.13846754260439703
Encoded,encoded,MLP,KIP,2,80,MagicTelescope,GaussianNB,centroid,0.030526231323912478
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MagicTelescope,GaussianNB,centroid,-0.0930945436463309
Original,original,,KIP,1,80,MagicTelescope,GaussianNB,centroid,0.005242435037185017
Decoded,decoded,GNN,KIP,4,80,MagicTelescope,GaussianNB,centroid,0.28373434211662124
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,MagicTelescope,GaussianNB,centroid,-0.0011069787686213597
Encoded,encoded,GNN,KIP,3,80,MagicTelescope,GaussianNB,centroid,0.25501842533030034
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MagicTelescope,GaussianNB,centroid,-0.08875331455339694
Original,original,,KIP,2,80,MagicTelescope,GaussianNB,centroid,0.005242435037185017
Decoded,decoded,MLP,KMeans,4,80,MagicTelescope,GaussianNB,centroid,0.06744503707558211
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MagicTelescope,GaussianNB,centroid,-0.02821829305211246
Encoded,encoded,MLP,KMeans,3,80,MagicTelescope,GaussianNB,centroid,-0.020702630609513058
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,GaussianNB,centroid,-0.08913130433831115
Original,original,,KMeans,1,80,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,GNN,KMeans,3,80,MagicTelescope,GaussianNB,centroid,0.10214684580958988
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MagicTelescope,GaussianNB,centroid,0.00523283027906076
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,GaussianNB,centroid,0.17241355413740148
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,GaussianNB,centroid,-0.08674786537290166
Original,original,,KMeans,1,80,MagicTelescope,GaussianNB,centroid,-0.0862157739307412
Decoded,decoded,MLP,KMeans,3,80,MagicTelescope,GaussianNB,closest,-0.06372234224792672
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MagicTelescope,GaussianNB,closest,-0.06377212893719095
Encoded,encoded,MLP,KMeans,4,80,MagicTelescope,GaussianNB,closest,-0.012749100617743942
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,GaussianNB,closest,-0.09100246927389241
Original,original,,KMeans,1,80,MagicTelescope,GaussianNB,closest,-0.06748631321967294
Decoded,decoded,GNN,KMeans,3,80,MagicTelescope,GaussianNB,closest,-0.05519520151147276
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,MagicTelescope,GaussianNB,closest,-0.06857122536045193
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,GaussianNB,closest,0.16872240911649594
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,GaussianNB,closest,-0.087704450650388
Original,original,,KMeans,2,80,MagicTelescope,GaussianNB,closest,-0.06748631321967294
Decoded,decoded,MLP,Agglo,3,80,MagicTelescope,KNeighborsClassifier,centroid,0.1801250594296422
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MagicTelescope,KNeighborsClassifier,centroid,0.1920296161192653
Encoded,encoded,MLP,Agglo,1,80,MagicTelescope,KNeighborsClassifier,centroid,0.0658316396464527
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,KNeighborsClassifier,centroid,-0.0060174771804076
Original,original,,Agglo,2,80,MagicTelescope,KNeighborsClassifier,centroid,0.1183521515615746
Decoded,decoded,GNN,Agglo,4,80,MagicTelescope,KNeighborsClassifier,centroid,0.2708076036578076
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MagicTelescope,KNeighborsClassifier,centroid,0.1813150424418006
Encoded,encoded,GNN,Agglo,3,80,MagicTelescope,KNeighborsClassifier,centroid,0.1872329836599763
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,KNeighborsClassifier,centroid,-0.0081182976570124
Original,original,,Agglo,1,80,MagicTelescope,KNeighborsClassifier,centroid,0.1183521515615746
Decoded,decoded,MLP,Agglo,4,80,MagicTelescope,KNeighborsClassifier,closest,0.1854174254661925
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MagicTelescope,KNeighborsClassifier,closest,0.1713747918224813
Encoded,encoded,MLP,Agglo,1,80,MagicTelescope,KNeighborsClassifier,closest,0.1338630796649141
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,KNeighborsClassifier,closest,-0.0017477180407541
Original,original,,Agglo,2,80,MagicTelescope,KNeighborsClassifier,closest,0.1568859145492105
Decoded,decoded,GNN,Agglo,2,80,MagicTelescope,KNeighborsClassifier,closest,0.1871651435069466
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MagicTelescope,KNeighborsClassifier,closest,0.1981588627321232
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,KNeighborsClassifier,closest,0.2214964314411306
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,KNeighborsClassifier,closest,-0.0026524387700913
Original,original,,Agglo,1,80,MagicTelescope,KNeighborsClassifier,closest,0.1568859145492105
Decoded,decoded,MLP,KIP,3,80,MagicTelescope,KNeighborsClassifier,centroid,0.2990275503309988
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,MagicTelescope,KNeighborsClassifier,centroid,0.2898422716442062
Encoded,encoded,MLP,KIP,1,80,MagicTelescope,KNeighborsClassifier,centroid,0.22808771398146627
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MagicTelescope,KNeighborsClassifier,centroid,0.044244402492291515
Original,original,,KIP,4,80,MagicTelescope,KNeighborsClassifier,centroid,0.4507620617845853
Decoded,decoded,GNN,KIP,2,80,MagicTelescope,KNeighborsClassifier,centroid,0.3269267020510525
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,MagicTelescope,KNeighborsClassifier,centroid,0.2999594627282307
Encoded,encoded,GNN,KIP,3,80,MagicTelescope,KNeighborsClassifier,centroid,0.34091267248497925
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MagicTelescope,KNeighborsClassifier,centroid,0.020484834667430302
Original,original,,KIP,4,80,MagicTelescope,KNeighborsClassifier,centroid,0.4507620617845853
Decoded,decoded,MLP,KMeans,3,80,MagicTelescope,KNeighborsClassifier,centroid,0.17235385868673694
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,MagicTelescope,KNeighborsClassifier,centroid,0.17464680025245433
Encoded,encoded,MLP,KMeans,1,80,MagicTelescope,KNeighborsClassifier,centroid,0.07025387231037422
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,KNeighborsClassifier,centroid,-0.0064042216593589605
Original,original,,KMeans,2,80,MagicTelescope,KNeighborsClassifier,centroid,0.10303540199461166
Decoded,decoded,GNN,KMeans,4,80,MagicTelescope,KNeighborsClassifier,centroid,0.26615971907503844
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MagicTelescope,KNeighborsClassifier,centroid,0.1818107204123791
Encoded,encoded,GNN,KMeans,3,80,MagicTelescope,KNeighborsClassifier,centroid,0.18201980153974903
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,KNeighborsClassifier,centroid,-0.0077626373137522795
Original,original,,KMeans,1,80,MagicTelescope,KNeighborsClassifier,centroid,0.10303540199461166
Decoded,decoded,MLP,KMeans,3,80,MagicTelescope,KNeighborsClassifier,closest,0.17021094395124403
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,MagicTelescope,KNeighborsClassifier,closest,0.17342851343874507
Encoded,encoded,MLP,KMeans,1,80,MagicTelescope,KNeighborsClassifier,closest,0.12605601261159557
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,KNeighborsClassifier,closest,-0.00244057730858096
Original,original,,KMeans,2,80,MagicTelescope,KNeighborsClassifier,closest,0.15564021364087535
Decoded,decoded,GNN,KMeans,2,80,MagicTelescope,KNeighborsClassifier,closest,0.1886289894319499
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,MagicTelescope,KNeighborsClassifier,closest,0.1986730577280777
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,KNeighborsClassifier,closest,0.2177160111102152
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,KNeighborsClassifier,closest,-0.00587251055831884
Original,original,,KMeans,1,80,MagicTelescope,KNeighborsClassifier,closest,0.15564021364087535
Decoded,decoded,MLP,Agglo,4,80,MagicTelescope,LogisticRegression,centroid,0.0531012636116723
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MagicTelescope,LogisticRegression,centroid,0.0503004594976156
Encoded,encoded,MLP,Agglo,2,80,MagicTelescope,LogisticRegression,centroid,0.0344007099775735
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,LogisticRegression,centroid,0.0212779325505056
Original,original,,Agglo,1,80,MagicTelescope,LogisticRegression,centroid,0.0321794572852999
Decoded,decoded,GNN,Agglo,3,80,MagicTelescope,LogisticRegression,centroid,0.1592192954875421
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MagicTelescope,LogisticRegression,centroid,0.07078164425238
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,LogisticRegression,centroid,0.2362722819241431
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,LogisticRegression,centroid,0.0180606097043448
Original,original,,Agglo,1,80,MagicTelescope,LogisticRegression,centroid,0.0321794572852999
Decoded,decoded,MLP,Agglo,3,80,MagicTelescope,LogisticRegression,closest,0.0325596863489371
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,MagicTelescope,LogisticRegression,closest,0.0311533262866379
Encoded,encoded,MLP,Agglo,1,80,MagicTelescope,LogisticRegression,closest,0.0284670783648308
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,LogisticRegression,closest,0.0221169280199842
Original,original,,Agglo,4,80,MagicTelescope,LogisticRegression,closest,0.0439018326553394
Decoded,decoded,GNN,Agglo,3,80,MagicTelescope,LogisticRegression,closest,0.0551778992669215
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,MagicTelescope,LogisticRegression,closest,0.0346845276831943
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,LogisticRegression,closest,0.2343045152742943
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,LogisticRegression,closest,0.0238011477826336
Original,original,,Agglo,2,80,MagicTelescope,LogisticRegression,closest,0.0439018326553394
Decoded,decoded,MLP,KIP,4,80,MagicTelescope,LogisticRegression,centroid,0.11506121444187974
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,MagicTelescope,LogisticRegression,centroid,0.07584594873244788
Encoded,encoded,MLP,KIP,1,80,MagicTelescope,LogisticRegression,centroid,0.05638623689949733
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MagicTelescope,LogisticRegression,centroid,0.022384984093479943
Original,original,,KIP,2,80,MagicTelescope,LogisticRegression,centroid,0.06306483582581061
Decoded,decoded,GNN,KIP,3,80,MagicTelescope,LogisticRegression,centroid,0.150739212422116
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,MagicTelescope,LogisticRegression,centroid,0.07315612600747834
Encoded,encoded,GNN,KIP,4,80,MagicTelescope,LogisticRegression,centroid,0.2843873450884776
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MagicTelescope,LogisticRegression,centroid,0.020108051133767738
Original,original,,KIP,1,80,MagicTelescope,LogisticRegression,centroid,0.06306483582581061
Decoded,decoded,MLP,KMeans,4,80,MagicTelescope,LogisticRegression,centroid,0.07334927370561653
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MagicTelescope,LogisticRegression,centroid,0.0400797722742058
Encoded,encoded,MLP,KMeans,2,80,MagicTelescope,LogisticRegression,centroid,0.03058818240487294
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,LogisticRegression,centroid,0.019716881005906222
Original,original,,KMeans,1,80,MagicTelescope,LogisticRegression,centroid,0.02917700177467304
Decoded,decoded,GNN,KMeans,3,80,MagicTelescope,LogisticRegression,centroid,0.1466867938917446
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MagicTelescope,LogisticRegression,centroid,0.03807447019115168
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,LogisticRegression,centroid,0.23578930435142906
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,LogisticRegression,centroid,0.020514928730070082
Original,original,,KMeans,1,80,MagicTelescope,LogisticRegression,centroid,0.02917700177467304
Decoded,decoded,MLP,KMeans,1,80,MagicTelescope,LogisticRegression,closest,0.0250203723157493
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MagicTelescope,LogisticRegression,closest,0.03000879347414258
Encoded,encoded,MLP,KMeans,4,80,MagicTelescope,LogisticRegression,closest,0.03314162097282848
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,LogisticRegression,closest,0.0208541017210239
Original,original,,KMeans,3,80,MagicTelescope,LogisticRegression,closest,0.03185945823858072
Decoded,decoded,GNN,KMeans,3,80,MagicTelescope,LogisticRegression,closest,0.06018804006271063
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,MagicTelescope,LogisticRegression,closest,0.03004259161313258
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,LogisticRegression,closest,0.23980110011859135
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,LogisticRegression,closest,0.02118617926933726
Original,original,,KMeans,2,80,MagicTelescope,LogisticRegression,closest,0.03185945823858072
Decoded,decoded,MLP,Agglo,4,80,MagicTelescope,MLPClassifier,centroid,0.0698557292422884
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MagicTelescope,MLPClassifier,centroid,0.0682496922054713
Encoded,encoded,MLP,Agglo,1,80,MagicTelescope,MLPClassifier,centroid,0.0408196807141156
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,MLPClassifier,centroid,0.0274297416145219
Original,original,,Agglo,2,80,MagicTelescope,MLPClassifier,centroid,0.0571752963382571
Decoded,decoded,GNN,Agglo,3,80,MagicTelescope,MLPClassifier,centroid,0.1703654186302455
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MagicTelescope,MLPClassifier,centroid,0.1313803606310152
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,MLPClassifier,centroid,0.2250923923339866
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,MLPClassifier,centroid,0.0256974022195749
Original,original,,Agglo,1,80,MagicTelescope,MLPClassifier,centroid,0.0571752963382571
Decoded,decoded,MLP,Agglo,2,80,MagicTelescope,MLPClassifier,closest,0.0641230055427305
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MagicTelescope,MLPClassifier,closest,0.0662164401410484
Encoded,encoded,MLP,Agglo,1,80,MagicTelescope,MLPClassifier,closest,0.0337216501133212
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,MLPClassifier,closest,0.0249152991557713
Original,original,,Agglo,4,80,MagicTelescope,MLPClassifier,closest,0.0734826040091823
Decoded,decoded,GNN,Agglo,3,80,MagicTelescope,MLPClassifier,closest,0.0741567563395418
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,MagicTelescope,MLPClassifier,closest,0.0719189376352421
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,MLPClassifier,closest,0.2182591109069643
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,MLPClassifier,closest,0.0291081056427467
Original,original,,Agglo,2,80,MagicTelescope,MLPClassifier,closest,0.0734826040091823
Decoded,decoded,MLP,KIP,4,80,MagicTelescope,MLPClassifier,centroid,0.1422328637656346
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,MagicTelescope,MLPClassifier,centroid,0.10226367290495961
Encoded,encoded,MLP,KIP,1,80,MagicTelescope,MLPClassifier,centroid,0.05463462185127947
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MagicTelescope,MLPClassifier,centroid,0.02483233901711932
Original,original,,KIP,2,80,MagicTelescope,MLPClassifier,centroid,0.07660356766378956
Decoded,decoded,GNN,KIP,3,80,MagicTelescope,MLPClassifier,centroid,0.16479861520799136
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,MagicTelescope,MLPClassifier,centroid,0.11332824525543032
Encoded,encoded,GNN,KIP,4,80,MagicTelescope,MLPClassifier,centroid,0.26684811385779755
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MagicTelescope,MLPClassifier,centroid,0.02383859854039806
Original,original,,KIP,1,80,MagicTelescope,MLPClassifier,centroid,0.07660356766378956
Decoded,decoded,MLP,KMeans,4,80,MagicTelescope,MLPClassifier,centroid,0.08654928463747716
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MagicTelescope,MLPClassifier,centroid,0.06172660721100105
Encoded,encoded,MLP,KMeans,1,80,MagicTelescope,MLPClassifier,centroid,0.03884304880938438
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,MLPClassifier,centroid,0.02489241360028108
Original,original,,KMeans,2,80,MagicTelescope,MLPClassifier,centroid,0.06085182844253536
Decoded,decoded,GNN,KMeans,3,80,MagicTelescope,MLPClassifier,centroid,0.149210853150839
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MagicTelescope,MLPClassifier,centroid,0.08400979760856737
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,MLPClassifier,centroid,0.22455220686383148
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,MLPClassifier,centroid,0.025525328750464843
Original,original,,KMeans,1,80,MagicTelescope,MLPClassifier,centroid,0.06085182844253536
Decoded,decoded,MLP,KMeans,2,80,MagicTelescope,MLPClassifier,closest,0.0559697565225182
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MagicTelescope,MLPClassifier,closest,0.06158697293729082
Encoded,encoded,MLP,KMeans,1,80,MagicTelescope,MLPClassifier,closest,0.037934805313551
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,MLPClassifier,closest,0.02575137758629712
Original,original,,KMeans,4,80,MagicTelescope,MLPClassifier,closest,0.07217720976500742
Decoded,decoded,GNN,KMeans,3,80,MagicTelescope,MLPClassifier,closest,0.08228220804589198
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,MagicTelescope,MLPClassifier,closest,0.059478047408723575
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,MLPClassifier,closest,0.2245944156006082
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,MLPClassifier,closest,0.02566490904880822
Original,original,,KMeans,2,80,MagicTelescope,MLPClassifier,closest,0.07217720976500742
Decoded,decoded,MLP,Agglo,3,80,MagicTelescope,XGBClassifier,centroid,0.1612920697367357
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,MagicTelescope,XGBClassifier,centroid,0.0724989895179326
Encoded,encoded,MLP,Agglo,2,80,MagicTelescope,XGBClassifier,centroid,0.1453221416830589
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,MagicTelescope,XGBClassifier,centroid,0.0917482687073913
Original,original,,Agglo,4,80,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,2,80,MagicTelescope,XGBClassifier,centroid,0.2304338336342324
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,XGBClassifier,centroid,0.0553938185443669
Encoded,encoded,GNN,Agglo,3,80,MagicTelescope,XGBClassifier,centroid,0.2334911481770903
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,MagicTelescope,XGBClassifier,centroid,0.0564988817331788
Original,original,,Agglo,4,80,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,0,80,MagicTelescope,XGBClassifier,closest,0.0423065937323166
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,MagicTelescope,XGBClassifier,closest,0.0649015116811726
Encoded,encoded,MLP,Agglo,3,80,MagicTelescope,XGBClassifier,closest,0.1288537091428417
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,MagicTelescope,XGBClassifier,closest,0.0693037104901512
Original,original,,Agglo,4,80,MagicTelescope,XGBClassifier,closest,0.1334720163832825
Decoded,decoded,GNN,Agglo,2,80,MagicTelescope,XGBClassifier,closest,0.07482956535798
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,MagicTelescope,XGBClassifier,closest,0.0393815849748053
Encoded,encoded,GNN,Agglo,4,80,MagicTelescope,XGBClassifier,closest,0.2505963191506561
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,MagicTelescope,XGBClassifier,closest,0.0534838727062056
Original,original,,Agglo,3,80,MagicTelescope,XGBClassifier,closest,0.1334720163832825
Decoded,decoded,MLP,KIP,3,80,MagicTelescope,XGBClassifier,centroid,0.1270110748834577
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,MagicTelescope,XGBClassifier,centroid,0.09359338201611372
Encoded,encoded,MLP,KIP,4,80,MagicTelescope,XGBClassifier,centroid,0.18277367896311061
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MagicTelescope,XGBClassifier,centroid,0.05013968904098508
Original,original,,KIP,1,80,MagicTelescope,XGBClassifier,centroid,0.07424472528360862
Decoded,decoded,GNN,KIP,3,80,MagicTelescope,XGBClassifier,centroid,0.1859831855783999
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,MagicTelescope,XGBClassifier,centroid,0.10600075449327688
Encoded,encoded,GNN,KIP,4,80,MagicTelescope,XGBClassifier,centroid,0.32859179219099455
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MagicTelescope,XGBClassifier,centroid,0.03872210395839506
Original,original,,KIP,1,80,MagicTelescope,XGBClassifier,centroid,0.07424472528360862
Decoded,decoded,MLP,KMeans,2,80,MagicTelescope,XGBClassifier,centroid,0.13811387459243885
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,MagicTelescope,XGBClassifier,centroid,0.0991574465791813
Encoded,encoded,MLP,KMeans,3,80,MagicTelescope,XGBClassifier,centroid,0.1384956481905634
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,XGBClassifier,centroid,0.06208919188380796
Original,original,,KMeans,4,80,MagicTelescope,XGBClassifier,centroid,0.4224864864864865
Decoded,decoded,GNN,KMeans,2,80,MagicTelescope,XGBClassifier,centroid,0.19964237018673706
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,MagicTelescope,XGBClassifier,centroid,0.05894807469483434
Encoded,encoded,GNN,KMeans,3,80,MagicTelescope,XGBClassifier,centroid,0.23224310851230096
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,XGBClassifier,centroid,0.057726442294737355
Original,original,,KMeans,4,80,MagicTelescope,XGBClassifier,centroid,0.4224864864864865
Decoded,decoded,MLP,KMeans,2,80,MagicTelescope,XGBClassifier,closest,0.07161504675163696
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,MagicTelescope,XGBClassifier,closest,0.05603163482525393
Encoded,encoded,MLP,KMeans,3,80,MagicTelescope,XGBClassifier,closest,0.11724766241815095
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MagicTelescope,XGBClassifier,closest,0.05035585136482444
Original,original,,KMeans,4,80,MagicTelescope,XGBClassifier,closest,0.12100223653364231
Decoded,decoded,GNN,KMeans,2,80,MagicTelescope,XGBClassifier,closest,0.06626606666487024
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,MagicTelescope,XGBClassifier,closest,0.0370260030718654
Encoded,encoded,GNN,KMeans,4,80,MagicTelescope,XGBClassifier,closest,0.23878257120530302
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,MagicTelescope,XGBClassifier,closest,0.052885613429980285
Original,original,,KMeans,3,80,MagicTelescope,XGBClassifier,closest,0.12100223653364231
Decoded,decoded,MLP,Agglo,2,80,MedicalAppointments,GaussianNB,centroid,-0.0516976260016681
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MedicalAppointments,GaussianNB,centroid,0.0285433520648822
Encoded,encoded,MLP,Agglo,1,80,MedicalAppointments,GaussianNB,centroid,-0.0790435201125167
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,GaussianNB,centroid,-0.1318622109412548
Original,original,,Agglo,3,80,MedicalAppointments,GaussianNB,centroid,0.0178094279465372
Decoded,decoded,GNN,Agglo,4,80,MedicalAppointments,GaussianNB,centroid,0.0580226492688075
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MedicalAppointments,GaussianNB,centroid,0.0519306853946515
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,GaussianNB,centroid,-0.1376178208782932
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MedicalAppointments,GaussianNB,centroid,-0.1558301665249455
Original,original,,Agglo,2,80,MedicalAppointments,GaussianNB,centroid,0.0178094279465372
Decoded,decoded,MLP,Agglo,4,80,MedicalAppointments,GaussianNB,closest,0.0547455048335466
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MedicalAppointments,GaussianNB,closest,0.0459062337308938
Encoded,encoded,MLP,Agglo,1,80,MedicalAppointments,GaussianNB,closest,-0.05911155310676
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,GaussianNB,closest,-0.0917910842840368
Original,original,,Agglo,2,80,MedicalAppointments,GaussianNB,closest,0.0401095818881725
Decoded,decoded,GNN,Agglo,3,80,MedicalAppointments,GaussianNB,closest,0.0335016626282926
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,GaussianNB,closest,0.0082526994968573
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,GaussianNB,closest,-0.1218793709413995
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MedicalAppointments,GaussianNB,closest,-0.1329844828831972
Original,original,,Agglo,4,80,MedicalAppointments,GaussianNB,closest,0.0401095818881725
Decoded,decoded,MLP,KIP,2,80,MedicalAppointments,GaussianNB,centroid,0.0178115317753159
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,MedicalAppointments,GaussianNB,centroid,0.023368571315743096
Encoded,encoded,MLP,KIP,1,80,MedicalAppointments,GaussianNB,centroid,0.0021770489179853787
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MedicalAppointments,GaussianNB,centroid,-0.02656328704967496
Original,original,,KIP,4,80,MedicalAppointments,GaussianNB,centroid,0.027016162061034882
Decoded,decoded,GNN,KIP,3,80,MedicalAppointments,GaussianNB,centroid,0.033500869381376044
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,MedicalAppointments,GaussianNB,centroid,0.03974518839700494
Encoded,encoded,GNN,KIP,1,80,MedicalAppointments,GaussianNB,centroid,-0.04287715140203794
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MedicalAppointments,GaussianNB,centroid,-0.05468226925869857
Original,original,,KIP,2,80,MedicalAppointments,GaussianNB,centroid,0.027016162061034882
Decoded,decoded,MLP,KMeans,2,80,MedicalAppointments,GaussianNB,centroid,-0.07495488408162085
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MedicalAppointments,GaussianNB,centroid,0.008066821050910842
Encoded,encoded,MLP,KMeans,1,80,MedicalAppointments,GaussianNB,centroid,-0.09456913845279934
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,GaussianNB,centroid,-0.14335192692609394
Original,original,,KMeans,4,80,MedicalAppointments,GaussianNB,centroid,0.0324070681059385
Decoded,decoded,GNN,KMeans,2,80,MedicalAppointments,GaussianNB,centroid,0.00943503402598168
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MedicalAppointments,GaussianNB,centroid,0.03251719147135406
Encoded,encoded,GNN,KMeans,1,80,MedicalAppointments,GaussianNB,centroid,-0.1378204264874801
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,GaussianNB,centroid,-0.15941760846056452
Original,original,,KMeans,3,80,MedicalAppointments,GaussianNB,centroid,0.0324070681059385
Decoded,decoded,MLP,KMeans,3,80,MedicalAppointments,GaussianNB,closest,0.025920446646298556
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MedicalAppointments,GaussianNB,closest,0.017235789714381063
Encoded,encoded,MLP,KMeans,1,80,MedicalAppointments,GaussianNB,closest,-0.07876243479208556
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,GaussianNB,closest,-0.10344226050539126
Original,original,,KMeans,4,80,MedicalAppointments,GaussianNB,closest,0.028081596136956523
Decoded,decoded,GNN,KMeans,4,80,MedicalAppointments,GaussianNB,closest,0.02833498679330112
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MedicalAppointments,GaussianNB,closest,0.01447368670644054
Encoded,encoded,GNN,KMeans,1,80,MedicalAppointments,GaussianNB,closest,-0.11522242557317681
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,GaussianNB,closest,-0.14292986783299247
Original,original,,KMeans,3,80,MedicalAppointments,GaussianNB,closest,0.028081596136956523
Decoded,decoded,MLP,Agglo,4,80,MedicalAppointments,KNeighborsClassifier,centroid,0.017638875751418
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.03318617553908
Encoded,encoded,MLP,Agglo,3,80,MedicalAppointments,KNeighborsClassifier,centroid,0.0157506678365358
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0914384823883595
Original,original,,Agglo,1,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0437787642659341
Decoded,decoded,GNN,Agglo,1,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0698369467720418
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0734959407933146
Encoded,encoded,GNN,Agglo,4,80,MedicalAppointments,KNeighborsClassifier,centroid,0.001119747412643
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0577809887568618
Original,original,,Agglo,3,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0437787642659341
Decoded,decoded,MLP,Agglo,2,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0193509509535627
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0687260875379579
Encoded,encoded,MLP,Agglo,4,80,MedicalAppointments,KNeighborsClassifier,closest,0.0135702100871857
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0545176409958673
Original,original,,Agglo,3,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0091006794156308
Decoded,decoded,GNN,Agglo,0,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0589930427578468
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,MedicalAppointments,KNeighborsClassifier,closest,-0.049221754347053
Encoded,encoded,GNN,Agglo,4,80,MedicalAppointments,KNeighborsClassifier,closest,0.0042556435856706
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0433816502330495
Original,original,,Agglo,3,80,MedicalAppointments,KNeighborsClassifier,closest,-0.0091006794156308
Decoded,decoded,MLP,KIP,2,80,MedicalAppointments,KNeighborsClassifier,centroid,0.0515107131091664
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,MedicalAppointments,KNeighborsClassifier,centroid,0.05047360129424936
Encoded,encoded,MLP,KIP,3,80,MedicalAppointments,KNeighborsClassifier,centroid,0.05839978537902781
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MedicalAppointments,KNeighborsClassifier,centroid,0.027894480196485865
Original,original,,KIP,4,80,MedicalAppointments,KNeighborsClassifier,centroid,0.0673111710542196
Decoded,decoded,GNN,KIP,1,80,MedicalAppointments,KNeighborsClassifier,centroid,0.05937510396722626
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,MedicalAppointments,KNeighborsClassifier,centroid,0.07468610867388381
Encoded,encoded,GNN,KIP,2,80,MedicalAppointments,KNeighborsClassifier,centroid,0.06251926859260182
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MedicalAppointments,KNeighborsClassifier,centroid,0.041217827239902576
Original,original,,KIP,3,80,MedicalAppointments,KNeighborsClassifier,centroid,0.0673111710542196
Decoded,decoded,MLP,KMeans,2,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.029905149272473897
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.025593909722199458
Encoded,encoded,MLP,KMeans,4,80,MedicalAppointments,KNeighborsClassifier,centroid,0.0015257985498407602
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.0879786977269093
Original,original,,KMeans,1,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.07657204969551859
Decoded,decoded,GNN,KMeans,2,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.07594335376255343
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.07720793771425388
Encoded,encoded,GNN,KMeans,4,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.028357839699661
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.05031974610795614
Original,original,,KMeans,1,80,MedicalAppointments,KNeighborsClassifier,centroid,-0.07657204969551859
Decoded,decoded,MLP,KMeans,2,80,MedicalAppointments,KNeighborsClassifier,closest,-0.046707264169713505
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,KNeighborsClassifier,closest,-0.06698602680478938
Encoded,encoded,MLP,KMeans,4,80,MedicalAppointments,KNeighborsClassifier,closest,0.0026935258181201996
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,MedicalAppointments,KNeighborsClassifier,closest,-0.06320859984278514
Original,original,,KMeans,3,80,MedicalAppointments,KNeighborsClassifier,closest,-0.04025155991610852
Decoded,decoded,GNN,KMeans,1,80,MedicalAppointments,KNeighborsClassifier,closest,-0.05999474863578682
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,KNeighborsClassifier,closest,-0.07963331778581598
Encoded,encoded,GNN,KMeans,4,80,MedicalAppointments,KNeighborsClassifier,closest,-0.00800539487975672
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,MedicalAppointments,KNeighborsClassifier,closest,-0.04056267878285762
Original,original,,KMeans,3,80,MedicalAppointments,KNeighborsClassifier,closest,-0.04025155991610852
Decoded,decoded,MLP,Agglo,3,80,MedicalAppointments,LogisticRegression,centroid,0.1604981284913087
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MedicalAppointments,LogisticRegression,centroid,0.1711910014448861
Encoded,encoded,MLP,Agglo,2,80,MedicalAppointments,LogisticRegression,centroid,0.1450142802321941
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,MedicalAppointments,LogisticRegression,centroid,0.0851624625763118
Original,original,,Agglo,0,80,MedicalAppointments,LogisticRegression,centroid,0.0730732940200699
Decoded,decoded,GNN,Agglo,3,80,MedicalAppointments,LogisticRegression,centroid,0.1240557528199188
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,MedicalAppointments,LogisticRegression,centroid,0.1306764124556522
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,LogisticRegression,centroid,0.0936302654959958
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,LogisticRegression,centroid,0.1125135613650319
Original,original,,Agglo,0,80,MedicalAppointments,LogisticRegression,centroid,0.0730732940200699
Decoded,decoded,MLP,Agglo,4,80,MedicalAppointments,LogisticRegression,closest,0.1791273229611253
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,MedicalAppointments,LogisticRegression,closest,0.1254474908643745
Encoded,encoded,MLP,Agglo,2,80,MedicalAppointments,LogisticRegression,closest,0.1308989615288097
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,LogisticRegression,closest,0.0778882490934138
Original,original,,Agglo,3,80,MedicalAppointments,LogisticRegression,closest,0.1363488896350819
Decoded,decoded,GNN,Agglo,0,80,MedicalAppointments,LogisticRegression,closest,0.1110280778540323
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,MedicalAppointments,LogisticRegression,closest,0.1369920662727861
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,LogisticRegression,closest,0.1155654425743107
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,LogisticRegression,closest,0.1349697024047709
Original,original,,Agglo,3,80,MedicalAppointments,LogisticRegression,closest,0.1363488896350819
Decoded,decoded,MLP,KIP,3,80,MedicalAppointments,LogisticRegression,centroid,0.17941666480274215
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,MedicalAppointments,LogisticRegression,centroid,0.18994942021899688
Encoded,encoded,MLP,KIP,2,80,MedicalAppointments,LogisticRegression,centroid,0.16332957813909008
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,MedicalAppointments,LogisticRegression,centroid,0.14543625402931956
Original,original,,KIP,0,80,MedicalAppointments,LogisticRegression,centroid,0.1363248958440187
Decoded,decoded,GNN,KIP,3,80,MedicalAppointments,LogisticRegression,centroid,0.17360646522586587
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,MedicalAppointments,LogisticRegression,centroid,0.18806814432987515
Encoded,encoded,GNN,KIP,2,80,MedicalAppointments,LogisticRegression,centroid,0.13904296746681724
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MedicalAppointments,LogisticRegression,centroid,0.13489382256640586
Original,original,,KIP,1,80,MedicalAppointments,LogisticRegression,centroid,0.1363248958440187
Decoded,decoded,MLP,KMeans,2,80,MedicalAppointments,LogisticRegression,centroid,0.1024570777932414
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MedicalAppointments,LogisticRegression,centroid,0.1266193863240859
Encoded,encoded,MLP,KMeans,4,80,MedicalAppointments,LogisticRegression,centroid,0.1295826966482945
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,MedicalAppointments,LogisticRegression,centroid,0.09215583231074578
Original,original,,KMeans,0,80,MedicalAppointments,LogisticRegression,centroid,0.05791214892866172
Decoded,decoded,GNN,KMeans,3,80,MedicalAppointments,LogisticRegression,centroid,0.10273887512311533
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MedicalAppointments,LogisticRegression,centroid,0.11450754216284739
Encoded,encoded,GNN,KMeans,1,80,MedicalAppointments,LogisticRegression,centroid,0.07468774941675516
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,MedicalAppointments,LogisticRegression,centroid,0.09189236337649986
Original,original,,KMeans,0,80,MedicalAppointments,LogisticRegression,centroid,0.05791214892866172
Decoded,decoded,MLP,KMeans,4,80,MedicalAppointments,LogisticRegression,closest,0.13298410751406015
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,MedicalAppointments,LogisticRegression,closest,0.12375249990832289
Encoded,encoded,MLP,KMeans,3,80,MedicalAppointments,LogisticRegression,closest,0.12889888061462237
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,LogisticRegression,closest,0.09834133628868769
Original,original,,KMeans,2,80,MedicalAppointments,LogisticRegression,closest,0.12870714063495753
Decoded,decoded,GNN,KMeans,4,80,MedicalAppointments,LogisticRegression,closest,0.13401933232052693
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,LogisticRegression,closest,0.12090099700442206
Encoded,encoded,GNN,KMeans,2,80,MedicalAppointments,LogisticRegression,closest,0.12645248153084584
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,MedicalAppointments,LogisticRegression,closest,0.12644802213542908
Original,original,,KMeans,3,80,MedicalAppointments,LogisticRegression,closest,0.12870714063495753
Decoded,decoded,MLP,Agglo,2,80,MedicalAppointments,MLPClassifier,centroid,0.0262289864879403
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MedicalAppointments,MLPClassifier,centroid,0.0844997293994229
Encoded,encoded,MLP,Agglo,3,80,MedicalAppointments,MLPClassifier,centroid,0.0412691297111869
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,MLPClassifier,centroid,-0.0738027510546407
Original,original,,Agglo,1,80,MedicalAppointments,MLPClassifier,centroid,0.0028179974485444
Decoded,decoded,GNN,Agglo,2,80,MedicalAppointments,MLPClassifier,centroid,0.0022098061992319
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,MedicalAppointments,MLPClassifier,centroid,0.0165602666930846
Encoded,encoded,GNN,Agglo,0,80,MedicalAppointments,MLPClassifier,centroid,-0.0152247994493886
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,MedicalAppointments,MLPClassifier,centroid,-0.014009047445774
Original,original,,Agglo,3,80,MedicalAppointments,MLPClassifier,centroid,0.0028179974485444
Decoded,decoded,MLP,Agglo,4,80,MedicalAppointments,MLPClassifier,closest,0.070805456587542
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,MedicalAppointments,MLPClassifier,closest,0.0250373509184698
Encoded,encoded,MLP,Agglo,1,80,MedicalAppointments,MLPClassifier,closest,0.0242175497813248
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,MLPClassifier,closest,-0.0683501513936735
Original,original,,Agglo,3,80,MedicalAppointments,MLPClassifier,closest,0.0442956633843886
Decoded,decoded,GNN,Agglo,0,80,MedicalAppointments,MLPClassifier,closest,-0.0020243618543266
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,MLPClassifier,closest,0.02884412216692
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,MLPClassifier,closest,0.0163339977962623
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,MedicalAppointments,MLPClassifier,closest,0.0387214569983094
Original,original,,Agglo,4,80,MedicalAppointments,MLPClassifier,closest,0.0442956633843886
Decoded,decoded,MLP,KIP,3,80,MedicalAppointments,MLPClassifier,centroid,0.08147959525057576
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,MedicalAppointments,MLPClassifier,centroid,0.08772419121873357
Encoded,encoded,MLP,KIP,2,80,MedicalAppointments,MLPClassifier,centroid,0.06756433393758407
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,MedicalAppointments,MLPClassifier,centroid,0.037439266582984305
Original,original,,KIP,0,80,MedicalAppointments,MLPClassifier,centroid,0.010144648953382279
Decoded,decoded,GNN,KIP,3,80,MedicalAppointments,MLPClassifier,centroid,0.08489213373145946
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,MedicalAppointments,MLPClassifier,centroid,0.09791730947603272
Encoded,encoded,GNN,KIP,2,80,MedicalAppointments,MLPClassifier,centroid,0.06011881836092901
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,MedicalAppointments,MLPClassifier,centroid,0.051995741321453084
Original,original,,KIP,0,80,MedicalAppointments,MLPClassifier,centroid,0.010144648953382279
Decoded,decoded,MLP,KMeans,1,80,MedicalAppointments,MLPClassifier,centroid,-0.003716815372855341
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,MedicalAppointments,MLPClassifier,centroid,0.03751855133052976
Encoded,encoded,MLP,KMeans,3,80,MedicalAppointments,MLPClassifier,centroid,0.021339734118678018
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,MLPClassifier,centroid,-0.07470040256318272
Original,original,,KMeans,2,80,MedicalAppointments,MLPClassifier,centroid,0.00955605033651492
Decoded,decoded,GNN,KMeans,2,80,MedicalAppointments,MLPClassifier,centroid,-0.010614115538052821
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,MedicalAppointments,MLPClassifier,centroid,0.008894960555838282
Encoded,encoded,GNN,KMeans,0,80,MedicalAppointments,MLPClassifier,centroid,-0.04400043409581436
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,MedicalAppointments,MLPClassifier,centroid,-0.03450748054745556
Original,original,,KMeans,4,80,MedicalAppointments,MLPClassifier,centroid,0.00955605033651492
Decoded,decoded,MLP,KMeans,4,80,MedicalAppointments,MLPClassifier,closest,0.03091726857266892
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MedicalAppointments,MLPClassifier,closest,0.021367806909011657
Encoded,encoded,MLP,KMeans,1,80,MedicalAppointments,MLPClassifier,closest,0.013693799940623242
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,MLPClassifier,closest,-0.055129868968162375
Original,original,,KMeans,2,80,MedicalAppointments,MLPClassifier,closest,0.02011362623451916
Decoded,decoded,GNN,KMeans,4,80,MedicalAppointments,MLPClassifier,closest,0.02894156517076222
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MedicalAppointments,MLPClassifier,closest,0.015043532133927062
Encoded,encoded,GNN,KMeans,0,80,MedicalAppointments,MLPClassifier,closest,0.0004287681317559598
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,MedicalAppointments,MLPClassifier,closest,0.007398654035014581
Original,original,,KMeans,3,80,MedicalAppointments,MLPClassifier,closest,0.02011362623451916
Decoded,decoded,MLP,Agglo,3,80,MedicalAppointments,XGBClassifier,centroid,0.238507769520753
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,MedicalAppointments,XGBClassifier,centroid,0.1402925077407944
Encoded,encoded,MLP,Agglo,2,80,MedicalAppointments,XGBClassifier,centroid,0.1956332370205874
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,XGBClassifier,centroid,0.1246988065571398
Original,original,,Agglo,4,80,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,2,80,MedicalAppointments,XGBClassifier,centroid,0.1883372339862438
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MedicalAppointments,XGBClassifier,centroid,0.1922142143356242
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,XGBClassifier,centroid,0.1684625895068846
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MedicalAppointments,XGBClassifier,centroid,0.1646235118537026
Original,original,,Agglo,4,80,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,2,80,MedicalAppointments,XGBClassifier,closest,0.1831185646874013
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,MedicalAppointments,XGBClassifier,closest,0.141609061218041
Encoded,encoded,MLP,Agglo,3,80,MedicalAppointments,XGBClassifier,closest,0.2052286037950041
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MedicalAppointments,XGBClassifier,closest,0.140610225429278
Original,original,,Agglo,4,80,MedicalAppointments,XGBClassifier,closest,0.2153065317383879
Decoded,decoded,GNN,Agglo,0,80,MedicalAppointments,XGBClassifier,closest,0.157415482972114
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MedicalAppointments,XGBClassifier,closest,0.21137874847691
Encoded,encoded,GNN,Agglo,1,80,MedicalAppointments,XGBClassifier,closest,0.1929584371002762
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,MedicalAppointments,XGBClassifier,closest,0.2023536510403824
Original,original,,Agglo,4,80,MedicalAppointments,XGBClassifier,closest,0.2153065317383879
Decoded,decoded,MLP,KIP,4,80,MedicalAppointments,XGBClassifier,centroid,0.24526389187012437
Decoded-FT,decoded,MLP-MultiHead,KIP,0,80,MedicalAppointments,XGBClassifier,centroid,0.21288299344589232
Encoded,encoded,MLP,KIP,3,80,MedicalAppointments,XGBClassifier,centroid,0.2348561572730486
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,MedicalAppointments,XGBClassifier,centroid,0.2163974112325504
Original,original,,KIP,2,80,MedicalAppointments,XGBClassifier,centroid,0.2189922697118624
Decoded,decoded,GNN,KIP,3,80,MedicalAppointments,XGBClassifier,centroid,0.22376663961611082
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,MedicalAppointments,XGBClassifier,centroid,0.23980784529954696
Encoded,encoded,GNN,KIP,2,80,MedicalAppointments,XGBClassifier,centroid,0.22257722641102426
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MedicalAppointments,XGBClassifier,centroid,0.21798097258052457
Original,original,,KIP,1,80,MedicalAppointments,XGBClassifier,centroid,0.2189922697118624
Decoded,decoded,MLP,KMeans,2,80,MedicalAppointments,XGBClassifier,centroid,0.17241133229440045
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,MedicalAppointments,XGBClassifier,centroid,0.15276986254221497
Encoded,encoded,MLP,KMeans,3,80,MedicalAppointments,XGBClassifier,centroid,0.19460034200201243
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,XGBClassifier,centroid,0.12995388904271615
Original,original,,KMeans,4,80,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,1,80,MedicalAppointments,XGBClassifier,centroid,0.13488513621165077
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,XGBClassifier,centroid,0.12933184595173933
Encoded,encoded,GNN,KMeans,3,80,MedicalAppointments,XGBClassifier,centroid,0.17240312669315333
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,MedicalAppointments,XGBClassifier,centroid,0.16107615196933095
Original,original,,KMeans,4,80,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,3,80,MedicalAppointments,XGBClassifier,closest,0.19408873539848498
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,MedicalAppointments,XGBClassifier,closest,0.14650178062876978
Encoded,encoded,MLP,KMeans,4,80,MedicalAppointments,XGBClassifier,closest,0.19766640414062353
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MedicalAppointments,XGBClassifier,closest,0.14332576077360865
Original,original,,KMeans,2,80,MedicalAppointments,XGBClassifier,closest,0.18982824625953584
Decoded,decoded,GNN,KMeans,1,80,MedicalAppointments,XGBClassifier,closest,0.1649011457785573
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,MedicalAppointments,XGBClassifier,closest,0.15585042079972294
Encoded,encoded,GNN,KMeans,3,80,MedicalAppointments,XGBClassifier,closest,0.18861760754457824
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,MedicalAppointments,XGBClassifier,closest,0.17331805788180582
Original,original,,KMeans,4,80,MedicalAppointments,XGBClassifier,closest,0.18982824625953584
Decoded,decoded,MLP,Agglo,4,80,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MiniBooNE,GaussianNB,centroid,-0.0427350427350427
Encoded,encoded,MLP,Agglo,1,80,MiniBooNE,GaussianNB,centroid,-0.4211674849972721
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,GaussianNB,centroid,-0.4375340971085653
Original,original,,Agglo,2,80,MiniBooNE,GaussianNB,centroid,-0.188761593016912
Decoded,decoded,GNN,Agglo,3,80,MiniBooNE,GaussianNB,centroid,-0.2073104200763773
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MiniBooNE,GaussianNB,centroid,-0.2089470812875068
Encoded,encoded,GNN,Agglo,1,80,MiniBooNE,GaussianNB,centroid,-0.3891616657574104
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,GaussianNB,centroid,-0.4331696672122204
Original,original,,Agglo,4,80,MiniBooNE,GaussianNB,centroid,-0.188761593016912
Decoded,decoded,MLP,Agglo,4,80,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,80,MiniBooNE,GaussianNB,closest,-0.4244408074195306
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,GaussianNB,closest,-0.4338970721949445
Original,original,,Agglo,2,80,MiniBooNE,GaussianNB,closest,-0.1798508819785413
Decoded,decoded,GNN,Agglo,2,80,MiniBooNE,GaussianNB,closest,-0.2096744862702309
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,MiniBooNE,GaussianNB,closest,-0.1209310783778868
Encoded,encoded,GNN,Agglo,1,80,MiniBooNE,GaussianNB,closest,-0.4157119476268411
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,GaussianNB,closest,-0.4286233860701944
Original,original,,Agglo,3,80,MiniBooNE,GaussianNB,closest,-0.1798508819785413
Decoded,decoded,MLP,KIP,3,80,MiniBooNE,GaussianNB,centroid,-0.23207855973813407
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,MiniBooNE,GaussianNB,centroid,-0.24669939989088913
Encoded,encoded,MLP,KIP,1,80,MiniBooNE,GaussianNB,centroid,-0.35821058374249853
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MiniBooNE,GaussianNB,centroid,-0.43567921440261853
Original,original,,KIP,4,80,MiniBooNE,GaussianNB,centroid,-0.058956173849790815
Decoded,decoded,GNN,KIP,3,80,MiniBooNE,GaussianNB,centroid,-0.22407710492816868
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,MiniBooNE,GaussianNB,centroid,-0.23695217312238587
Encoded,encoded,GNN,KIP,1,80,MiniBooNE,GaussianNB,centroid,-0.3682487725040915
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MiniBooNE,GaussianNB,centroid,-0.4196399345335514
Original,original,,KIP,4,80,MiniBooNE,GaussianNB,centroid,-0.058956173849790815
Decoded,decoded,MLP,KMeans,4,80,MiniBooNE,GaussianNB,centroid,-0.027132205855609937
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MiniBooNE,GaussianNB,centroid,-0.03538825240952898
Encoded,encoded,MLP,KMeans,1,80,MiniBooNE,GaussianNB,centroid,-0.418512456810329
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,GaussianNB,centroid,-0.43673395162756845
Original,original,,KMeans,2,80,MiniBooNE,GaussianNB,centroid,-0.23484269867248578
Decoded,decoded,GNN,KMeans,3,80,MiniBooNE,GaussianNB,centroid,-0.15922895071831233
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,GaussianNB,centroid,-0.10667394071649387
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,GaussianNB,centroid,-0.3997454082560465
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,GaussianNB,centroid,-0.4326968539734494
Original,original,,KMeans,2,80,MiniBooNE,GaussianNB,centroid,-0.23484269867248578
Decoded,decoded,MLP,KMeans,4,80,MiniBooNE,GaussianNB,closest,-0.027132205855609937
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MiniBooNE,GaussianNB,closest,-0.03538825240952898
Encoded,encoded,MLP,KMeans,1,80,MiniBooNE,GaussianNB,closest,-0.4180760138206946
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,GaussianNB,closest,-0.43658847063102374
Original,original,,KMeans,2,80,MiniBooNE,GaussianNB,closest,-0.2344062556828513
Decoded,decoded,GNN,KMeans,3,80,MiniBooNE,GaussianNB,closest,-0.15591925804691747
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,GaussianNB,closest,-0.11223858883433349
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,GaussianNB,closest,-0.4011274777232224
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,GaussianNB,closest,-0.4312056737588651
Original,original,,KMeans,2,80,MiniBooNE,GaussianNB,closest,-0.2344062556828513
Decoded,decoded,MLP,Agglo,3,80,MiniBooNE,KNeighborsClassifier,centroid,0.2660352105425718
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MiniBooNE,KNeighborsClassifier,centroid,0.2684031710079275
Encoded,encoded,MLP,Agglo,1,80,MiniBooNE,KNeighborsClassifier,centroid,0.2353546792957892
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,MiniBooNE,KNeighborsClassifier,centroid,0.251724492947596
Original,original,,Agglo,0,80,MiniBooNE,KNeighborsClassifier,centroid,0.2199114588695563
Decoded,decoded,GNN,Agglo,3,80,MiniBooNE,KNeighborsClassifier,centroid,0.2719036343045402
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,MiniBooNE,KNeighborsClassifier,centroid,0.2983630186348193
Encoded,encoded,GNN,Agglo,2,80,MiniBooNE,KNeighborsClassifier,centroid,0.2424585606918563
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,KNeighborsClassifier,centroid,0.2161021311644188
Original,original,,Agglo,1,80,MiniBooNE,KNeighborsClassifier,centroid,0.2199114588695563
Decoded,decoded,MLP,Agglo,4,80,MiniBooNE,KNeighborsClassifier,closest,0.3117471430042211
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,MiniBooNE,KNeighborsClassifier,closest,0.2362812725213632
Encoded,encoded,MLP,Agglo,3,80,MiniBooNE,KNeighborsClassifier,closest,0.2408112838463914
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,KNeighborsClassifier,closest,0.1997323175126119
Original,original,,Agglo,1,80,MiniBooNE,KNeighborsClassifier,closest,0.2280448882940389
Decoded,decoded,GNN,Agglo,4,80,MiniBooNE,KNeighborsClassifier,closest,0.2986718830433438
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MiniBooNE,KNeighborsClassifier,closest,0.2485328940595078
Encoded,encoded,GNN,Agglo,1,80,MiniBooNE,KNeighborsClassifier,closest,0.2209410068979718
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,KNeighborsClassifier,closest,0.1995264079069287
Original,original,,Agglo,2,80,MiniBooNE,KNeighborsClassifier,closest,0.2280448882940389
Decoded,decoded,MLP,KIP,1,80,MiniBooNE,KNeighborsClassifier,centroid,0.2584165551322969
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,MiniBooNE,KNeighborsClassifier,centroid,0.26459384330279007
Encoded,encoded,MLP,KIP,3,80,MiniBooNE,KNeighborsClassifier,centroid,0.2731802738597756
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MiniBooNE,KNeighborsClassifier,centroid,0.22040564192319567
Original,original,,KIP,4,80,MiniBooNE,KNeighborsClassifier,centroid,0.3767733964789458
Decoded,decoded,GNN,KIP,2,80,MiniBooNE,KNeighborsClassifier,centroid,0.2684031710079275
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,MiniBooNE,KNeighborsClassifier,centroid,0.26570575517347883
Encoded,encoded,GNN,KIP,3,80,MiniBooNE,KNeighborsClassifier,centroid,0.2967775146710594
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MiniBooNE,KNeighborsClassifier,centroid,0.2374343663131885
Original,original,,KIP,4,80,MiniBooNE,KNeighborsClassifier,centroid,0.3767733964789458
Decoded,decoded,MLP,KMeans,4,80,MiniBooNE,KNeighborsClassifier,centroid,0.2686708534953156
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,MiniBooNE,KNeighborsClassifier,centroid,0.25032430762895086
Encoded,encoded,MLP,KMeans,0,80,MiniBooNE,KNeighborsClassifier,centroid,0.22464737980026772
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,MiniBooNE,KNeighborsClassifier,centroid,0.2660763924637084
Original,original,,KMeans,3,80,MiniBooNE,KNeighborsClassifier,centroid,0.26613816534541324
Decoded,decoded,GNN,KMeans,3,80,MiniBooNE,KNeighborsClassifier,centroid,0.2735303201894368
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,KNeighborsClassifier,centroid,0.28172552249562444
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,KNeighborsClassifier,centroid,0.2360959538762483
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,KNeighborsClassifier,centroid,0.2180788633789766
Original,original,,KMeans,2,80,MiniBooNE,KNeighborsClassifier,centroid,0.26613816534541324
Decoded,decoded,MLP,KMeans,3,80,MiniBooNE,KNeighborsClassifier,closest,0.2602285596623083
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,MiniBooNE,KNeighborsClassifier,closest,0.2629053845361885
Encoded,encoded,MLP,KMeans,1,80,MiniBooNE,KNeighborsClassifier,closest,0.2501595799444044
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,KNeighborsClassifier,closest,0.2166169051786265
Original,original,,KMeans,2,80,MiniBooNE,KNeighborsClassifier,closest,0.25485431895397925
Decoded,decoded,GNN,KMeans,3,80,MiniBooNE,KNeighborsClassifier,closest,0.27723669309173266
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,KNeighborsClassifier,closest,0.2844435292906414
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,KNeighborsClassifier,closest,0.24056419231957166
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,KNeighborsClassifier,closest,0.204777102851848
Original,original,,KMeans,2,80,MiniBooNE,KNeighborsClassifier,closest,0.25485431895397925
Decoded,decoded,MLP,Agglo,2,80,MiniBooNE,LogisticRegression,centroid,0.1812017525558105
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MiniBooNE,LogisticRegression,centroid,0.1826622157312746
Encoded,encoded,MLP,Agglo,3,80,MiniBooNE,LogisticRegression,centroid,0.1813060713540579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,LogisticRegression,centroid,0.174525349467974
Original,original,,Agglo,1,80,MiniBooNE,LogisticRegression,centroid,0.1796369705820988
Decoded,decoded,GNN,Agglo,2,80,MiniBooNE,LogisticRegression,centroid,0.1813060713540579
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MiniBooNE,LogisticRegression,centroid,0.1869392864594199
Encoded,encoded,GNN,Agglo,4,80,MiniBooNE,LogisticRegression,centroid,0.187878155643647
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,LogisticRegression,centroid,0.1774462758189025
Original,original,,Agglo,1,80,MiniBooNE,LogisticRegression,centroid,0.1796369705820988
Decoded,decoded,MLP,Agglo,4,80,MiniBooNE,LogisticRegression,closest,0.1857917796786981
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,MiniBooNE,LogisticRegression,closest,0.1807844773628207
Encoded,encoded,MLP,Agglo,3,80,MiniBooNE,LogisticRegression,closest,0.1809931149593156
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,LogisticRegression,closest,0.1753598998539536
Original,original,,Agglo,1,80,MiniBooNE,LogisticRegression,closest,0.1793240141873564
Decoded,decoded,GNN,Agglo,4,80,MiniBooNE,LogisticRegression,closest,0.1863133736699353
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MiniBooNE,LogisticRegression,closest,0.1862090548716878
Encoded,encoded,GNN,Agglo,2,80,MiniBooNE,LogisticRegression,closest,0.1840183601084914
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,LogisticRegression,closest,0.1781765074066346
Original,original,,Agglo,1,80,MiniBooNE,LogisticRegression,closest,0.1793240141873564
Decoded,decoded,MLP,KIP,2,80,MiniBooNE,LogisticRegression,centroid,0.20300438138952628
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,MiniBooNE,LogisticRegression,centroid,0.2004590027122887
Encoded,encoded,MLP,KIP,3,80,MiniBooNE,LogisticRegression,centroid,0.21253911954934268
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MiniBooNE,LogisticRegression,centroid,0.17759232213644893
Original,original,,KIP,4,80,MiniBooNE,LogisticRegression,centroid,0.22764448153557262
Decoded,decoded,GNN,KIP,2,80,MiniBooNE,LogisticRegression,centroid,0.20817859378259956
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,MiniBooNE,LogisticRegression,centroid,0.2069476319632797
Encoded,encoded,GNN,KIP,3,80,MiniBooNE,LogisticRegression,centroid,0.21871479240559139
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MiniBooNE,LogisticRegression,centroid,0.17974128938034625
Original,original,,KIP,4,80,MiniBooNE,LogisticRegression,centroid,0.22764448153557262
Decoded,decoded,MLP,KMeans,1,80,MiniBooNE,LogisticRegression,centroid,0.1823909868558313
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MiniBooNE,LogisticRegression,centroid,0.18508241185061536
Encoded,encoded,MLP,KMeans,2,80,MiniBooNE,LogisticRegression,centroid,0.18391404131024403
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,LogisticRegression,centroid,0.17525558105570613
Original,original,,KMeans,4,80,MiniBooNE,LogisticRegression,centroid,0.18650114750678065
Decoded,decoded,GNN,KMeans,1,80,MiniBooNE,LogisticRegression,centroid,0.18345503859795528
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,LogisticRegression,centroid,0.19031921552263706
Encoded,encoded,GNN,KMeans,2,80,MiniBooNE,LogisticRegression,centroid,0.18491550177341948
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,LogisticRegression,centroid,0.17863551011892334
Original,original,,KMeans,3,80,MiniBooNE,LogisticRegression,centroid,0.18650114750678065
Decoded,decoded,MLP,KMeans,1,80,MiniBooNE,LogisticRegression,closest,0.18418527018568737
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,MiniBooNE,LogisticRegression,closest,0.18600041727519287
Encoded,encoded,MLP,KMeans,4,80,MiniBooNE,LogisticRegression,closest,0.1871270602962653
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,LogisticRegression,closest,0.1744836219486751
Original,original,,KMeans,2,80,MiniBooNE,LogisticRegression,closest,0.18462340913832662
Decoded,decoded,GNN,KMeans,2,80,MiniBooNE,LogisticRegression,closest,0.18622991863133725
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,LogisticRegression,closest,0.18894220738577078
Encoded,encoded,GNN,KMeans,3,80,MiniBooNE,LogisticRegression,closest,0.18785729188399738
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,LogisticRegression,closest,0.17823909868558302
Original,original,,KMeans,1,80,MiniBooNE,LogisticRegression,closest,0.18462340913832662
Decoded,decoded,MLP,Agglo,1,80,MiniBooNE,MLPClassifier,centroid,0.2337509788566954
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MiniBooNE,MLPClassifier,centroid,0.2366875489428347
Encoded,encoded,MLP,Agglo,2,80,MiniBooNE,MLPClassifier,centroid,0.2346319498825372
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,MLPClassifier,centroid,0.2322826938136257
Original,original,,Agglo,3,80,MiniBooNE,MLPClassifier,centroid,0.235708692247455
Decoded,decoded,GNN,Agglo,3,80,MiniBooNE,MLPClassifier,centroid,0.2341425215348473
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MiniBooNE,MLPClassifier,centroid,0.2333594361785435
Encoded,encoded,GNN,Agglo,1,80,MiniBooNE,MLPClassifier,centroid,0.2325763508222396
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,MLPClassifier,centroid,0.2279757243539546
Original,original,,Agglo,4,80,MiniBooNE,MLPClassifier,centroid,0.235708692247455
Decoded,decoded,MLP,Agglo,4,80,MiniBooNE,MLPClassifier,closest,0.2426585747846515
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,MiniBooNE,MLPClassifier,closest,0.2316953797963977
Encoded,encoded,MLP,Agglo,3,80,MiniBooNE,MLPClassifier,closest,0.235610806577917
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,MiniBooNE,MLPClassifier,closest,0.2330657791699295
Original,original,,Agglo,0,80,MiniBooNE,MLPClassifier,closest,0.2281714956930305
Decoded,decoded,GNN,Agglo,4,80,MiniBooNE,MLPClassifier,closest,0.2397220046985122
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,MiniBooNE,MLPClassifier,closest,0.2353171495693031
Encoded,encoded,GNN,Agglo,2,80,MiniBooNE,MLPClassifier,closest,0.2320869224745497
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,MLPClassifier,closest,0.2271926389976507
Original,original,,Agglo,1,80,MiniBooNE,MLPClassifier,closest,0.2281714956930305
Decoded,decoded,MLP,KIP,3,80,MiniBooNE,MLPClassifier,centroid,0.2556382145653876
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,MiniBooNE,MLPClassifier,centroid,0.24892325763508222
Encoded,encoded,MLP,KIP,2,80,MiniBooNE,MLPClassifier,centroid,0.2512920908379014
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MiniBooNE,MLPClassifier,centroid,0.23261550509005482
Original,original,,KIP,4,80,MiniBooNE,MLPClassifier,centroid,0.2976311667971809
Decoded,decoded,GNN,KIP,2,80,MiniBooNE,MLPClassifier,centroid,0.2550509005481598
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,MiniBooNE,MLPClassifier,centroid,0.2552270947533281
Encoded,encoded,GNN,KIP,1,80,MiniBooNE,MLPClassifier,centroid,0.25236883320281916
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,MiniBooNE,MLPClassifier,centroid,0.23670712607674238
Original,original,,KIP,4,80,MiniBooNE,MLPClassifier,centroid,0.2976311667971809
Decoded,decoded,MLP,KMeans,1,80,MiniBooNE,MLPClassifier,centroid,0.2359436178543461
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MiniBooNE,MLPClassifier,centroid,0.23602192638997646
Encoded,encoded,MLP,KMeans,3,80,MiniBooNE,MLPClassifier,centroid,0.2372552858261551
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,MLPClassifier,centroid,0.22905246671887233
Original,original,,KMeans,4,80,MiniBooNE,MLPClassifier,centroid,0.2392325763508222
Decoded,decoded,GNN,KMeans,2,80,MiniBooNE,MLPClassifier,centroid,0.2351213782302271
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,MLPClassifier,centroid,0.2415426781519186
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,MLPClassifier,centroid,0.23386844166014092
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,MLPClassifier,centroid,0.22881754111198122
Original,original,,KMeans,3,80,MiniBooNE,MLPClassifier,centroid,0.2392325763508222
Decoded,decoded,MLP,KMeans,1,80,MiniBooNE,MLPClassifier,closest,0.23600234925606894
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MiniBooNE,MLPClassifier,closest,0.23809710258418165
Encoded,encoded,MLP,KMeans,4,80,MiniBooNE,MLPClassifier,closest,0.24794440093970244
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,MLPClassifier,closest,0.22578308535630381
Original,original,,KMeans,3,80,MiniBooNE,MLPClassifier,closest,0.2382341425215349
Decoded,decoded,GNN,KMeans,3,80,MiniBooNE,MLPClassifier,closest,0.23827329678935003
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,MLPClassifier,closest,0.23905638214565386
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,MLPClassifier,closest,0.2321260767423649
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,MLPClassifier,closest,0.2283085356303837
Original,original,,KMeans,2,80,MiniBooNE,MLPClassifier,closest,0.2382341425215349
Decoded,decoded,MLP,Agglo,4,80,MiniBooNE,XGBClassifier,centroid,0.2936306973120374
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,MiniBooNE,XGBClassifier,centroid,0.2537982080249318
Encoded,encoded,MLP,Agglo,3,80,MiniBooNE,XGBClassifier,centroid,0.2608102843786523
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,XGBClassifier,centroid,0.2369497467861318
Original,original,,Agglo,1,80,MiniBooNE,XGBClassifier,centroid,0.2471756914686405
Decoded,decoded,GNN,Agglo,2,80,MiniBooNE,XGBClassifier,centroid,0.2822360732372418
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,MiniBooNE,XGBClassifier,centroid,0.2660693416439424
Encoded,encoded,GNN,Agglo,3,80,MiniBooNE,XGBClassifier,centroid,0.3125243474873393
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,MiniBooNE,XGBClassifier,centroid,0.329178028827425
Original,original,,Agglo,0,80,MiniBooNE,XGBClassifier,centroid,0.2471756914686405
Decoded,decoded,MLP,Agglo,1,80,MiniBooNE,XGBClassifier,closest,0.2661667315932997
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,MiniBooNE,XGBClassifier,closest,0.2830151928320997
Encoded,encoded,MLP,Agglo,2,80,MiniBooNE,XGBClassifier,closest,0.27493182703545
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,MiniBooNE,XGBClassifier,closest,0.2389949357226335
Original,original,,Agglo,3,80,MiniBooNE,XGBClassifier,closest,0.2822360732372418
Decoded,decoded,GNN,Agglo,1,80,MiniBooNE,XGBClassifier,closest,0.2743474873393067
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,MiniBooNE,XGBClassifier,closest,0.2761978963770939
Encoded,encoded,GNN,Agglo,3,80,MiniBooNE,XGBClassifier,closest,0.2787300350603818
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,MiniBooNE,XGBClassifier,closest,0.2502921698480718
Original,original,,Agglo,4,80,MiniBooNE,XGBClassifier,closest,0.2822360732372418
Decoded,decoded,MLP,KIP,2,80,MiniBooNE,XGBClassifier,centroid,0.27426957537982083
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,MiniBooNE,XGBClassifier,centroid,0.26906895208414494
Encoded,encoded,MLP,KIP,3,80,MiniBooNE,XGBClassifier,centroid,0.2830151928320998
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,MiniBooNE,XGBClassifier,centroid,0.24994156603038578
Original,original,,KIP,4,80,MiniBooNE,XGBClassifier,centroid,0.3528827425009739
Decoded,decoded,GNN,KIP,2,80,MiniBooNE,XGBClassifier,centroid,0.2692832099727308
Decoded-FT,decoded,GNN-MultiHead,KIP,0,80,MiniBooNE,XGBClassifier,centroid,0.26447214647448386
Encoded,encoded,GNN,KIP,3,80,MiniBooNE,XGBClassifier,centroid,0.27804830541488124
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,MiniBooNE,XGBClassifier,centroid,0.26501753019088437
Original,original,,KIP,4,80,MiniBooNE,XGBClassifier,centroid,0.3528827425009739
Decoded,decoded,MLP,KMeans,0,80,MiniBooNE,XGBClassifier,centroid,0.26419945461628364
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,MiniBooNE,XGBClassifier,centroid,0.27273081417997663
Encoded,encoded,MLP,KMeans,3,80,MiniBooNE,XGBClassifier,centroid,0.2739774055317491
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,MiniBooNE,XGBClassifier,centroid,0.26456953642384107
Original,original,,KMeans,4,80,MiniBooNE,XGBClassifier,centroid,0.45348656018698874
Decoded,decoded,GNN,KMeans,0,80,MiniBooNE,XGBClassifier,centroid,0.25761589403973517
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,MiniBooNE,XGBClassifier,centroid,0.28258667705492796
Encoded,encoded,GNN,KMeans,3,80,MiniBooNE,XGBClassifier,centroid,0.30243474873393067
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,MiniBooNE,XGBClassifier,centroid,0.26357615894039743
Original,original,,KMeans,4,80,MiniBooNE,XGBClassifier,centroid,0.45348656018698874
Decoded,decoded,MLP,KMeans,2,80,MiniBooNE,XGBClassifier,closest,0.26821192052980136
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,MiniBooNE,XGBClassifier,closest,0.2856252434748734
Encoded,encoded,MLP,KMeans,1,80,MiniBooNE,XGBClassifier,closest,0.26507596416049867
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,MiniBooNE,XGBClassifier,closest,0.2560576548500195
Original,original,,KMeans,3,80,MiniBooNE,XGBClassifier,closest,0.2686404363069732
Decoded,decoded,GNN,KMeans,3,80,MiniBooNE,XGBClassifier,closest,0.2707051032333464
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,MiniBooNE,XGBClassifier,closest,0.29144916244643554
Encoded,encoded,GNN,KMeans,1,80,MiniBooNE,XGBClassifier,closest,0.2643163225555123
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,MiniBooNE,XGBClassifier,closest,0.2605960264900663
Original,original,,KMeans,2,80,MiniBooNE,XGBClassifier,closest,0.2686404363069732
Decoded,decoded,MLP,Agglo,3,80,NumerAI,GaussianNB,centroid,0.0344572929971554
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,NumerAI,GaussianNB,centroid,0.0455209990269926
Encoded,encoded,MLP,Agglo,1,80,NumerAI,GaussianNB,centroid,0.023554363425964
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,NumerAI,GaussianNB,centroid,0.0131866751231696
Original,original,,Agglo,2,80,NumerAI,GaussianNB,centroid,0.0263156517941824
Decoded,decoded,GNN,Agglo,0,80,NumerAI,GaussianNB,centroid,0.0210099544486488
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,NumerAI,GaussianNB,centroid,0.0427735879713829
Encoded,encoded,GNN,Agglo,2,80,NumerAI,GaussianNB,centroid,0.0260950989970005
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,NumerAI,GaussianNB,centroid,0.0243757593329658
Original,original,,Agglo,3,80,NumerAI,GaussianNB,centroid,0.0263156517941824
Decoded,decoded,MLP,Agglo,0,80,NumerAI,GaussianNB,closest,0.0056399031066738
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,NumerAI,GaussianNB,closest,0.0419711527775979
Encoded,encoded,MLP,Agglo,1,80,NumerAI,GaussianNB,closest,0.0145842021341154
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,NumerAI,GaussianNB,closest,0.0253543696076761
Original,original,,Agglo,2,80,NumerAI,GaussianNB,closest,0.0178551292421208
Decoded,decoded,GNN,Agglo,2,80,NumerAI,GaussianNB,closest,0.0358869159316483
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,NumerAI,GaussianNB,closest,0.0359385291451207
Encoded,encoded,GNN,Agglo,4,80,NumerAI,GaussianNB,closest,0.0390033002401478
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,NumerAI,GaussianNB,closest,0.0279970700317837
Original,original,,Agglo,0,80,NumerAI,GaussianNB,closest,0.0178551292421208
Decoded,decoded,MLP,KIP,4,80,NumerAI,GaussianNB,centroid,0.0340979002846815
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,NumerAI,GaussianNB,centroid,0.03205610975959846
Encoded,encoded,MLP,KIP,0,80,NumerAI,GaussianNB,centroid,0.027869428439875044
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,NumerAI,GaussianNB,centroid,0.031573654226274256
Original,original,,KIP,1,80,NumerAI,GaussianNB,centroid,0.030951453412878176
Decoded,decoded,GNN,KIP,3,80,NumerAI,GaussianNB,centroid,0.03243739448928942
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,NumerAI,GaussianNB,centroid,0.03244603998083436
Encoded,encoded,GNN,KIP,0,80,NumerAI,GaussianNB,centroid,0.027216556539306817
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,NumerAI,GaussianNB,centroid,0.031910709660164197
Original,original,,KIP,1,80,NumerAI,GaussianNB,centroid,0.030951453412878176
Decoded,decoded,MLP,KMeans,2,80,NumerAI,GaussianNB,centroid,0.024189090925821898
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,NumerAI,GaussianNB,centroid,0.034871007596418604
Encoded,encoded,MLP,KMeans,1,80,NumerAI,GaussianNB,centroid,0.008328836502734539
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,NumerAI,GaussianNB,centroid,0.00797981838011458
Original,original,,KMeans,3,80,NumerAI,GaussianNB,centroid,0.03078009457574064
Decoded,decoded,GNN,KMeans,4,80,NumerAI,GaussianNB,centroid,0.03188542623553434
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,NumerAI,GaussianNB,centroid,0.02743339882509612
Encoded,encoded,GNN,KMeans,0,80,NumerAI,GaussianNB,centroid,0.01206312485243754
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,NumerAI,GaussianNB,centroid,0.020924991158778904
Original,original,,KMeans,3,80,NumerAI,GaussianNB,centroid,0.03078009457574064
Decoded,decoded,MLP,KMeans,3,80,NumerAI,GaussianNB,closest,0.01962943642192704
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,NumerAI,GaussianNB,closest,0.01811905049646078
Encoded,encoded,MLP,KMeans,0,80,NumerAI,GaussianNB,closest,0.01769646035394636
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,NumerAI,GaussianNB,closest,0.018229653420054358
Original,original,,KMeans,4,80,NumerAI,GaussianNB,closest,0.027171911666229936
Decoded,decoded,GNN,KMeans,2,80,NumerAI,GaussianNB,closest,0.027338298418101238
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,NumerAI,GaussianNB,closest,0.031227945879816543
Encoded,encoded,GNN,KMeans,4,80,NumerAI,GaussianNB,closest,0.036173886882759576
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,NumerAI,GaussianNB,closest,0.02722515750471516
Original,original,,KMeans,0,80,NumerAI,GaussianNB,closest,0.027171911666229936
Decoded,decoded,MLP,Agglo,4,80,NumerAI,KNeighborsClassifier,centroid,0.0140117960780002
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,NumerAI,KNeighborsClassifier,centroid,0.0061316961286385
Encoded,encoded,MLP,Agglo,1,80,NumerAI,KNeighborsClassifier,centroid,0.0011241664384453
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,NumerAI,KNeighborsClassifier,centroid,0.0057260424462436
Original,original,,Agglo,0,80,NumerAI,KNeighborsClassifier,centroid,0.0011111812681552
Decoded,decoded,GNN,Agglo,3,80,NumerAI,KNeighborsClassifier,centroid,0.0077078376171802
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,NumerAI,KNeighborsClassifier,centroid,0.0181316640833644
Encoded,encoded,GNN,Agglo,0,80,NumerAI,KNeighborsClassifier,centroid,0.0006354760091955
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,NumerAI,KNeighborsClassifier,centroid,0.0026669717295755
Original,original,,Agglo,1,80,NumerAI,KNeighborsClassifier,centroid,0.0011111812681552
Decoded,decoded,MLP,Agglo,2,80,NumerAI,KNeighborsClassifier,closest,0.0091006679882938
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,NumerAI,KNeighborsClassifier,closest,0.0132937769102942
Encoded,encoded,MLP,Agglo,0,80,NumerAI,KNeighborsClassifier,closest,-0.006604401889198
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,NumerAI,KNeighborsClassifier,closest,0.0104148279709832
Original,original,,Agglo,1,80,NumerAI,KNeighborsClassifier,closest,0.0076836138199723
Decoded,decoded,GNN,Agglo,2,80,NumerAI,KNeighborsClassifier,closest,0.0081027462610019
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,NumerAI,KNeighborsClassifier,closest,0.0038395857624364
Encoded,encoded,GNN,Agglo,4,80,NumerAI,KNeighborsClassifier,closest,0.0115523592630604
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,NumerAI,KNeighborsClassifier,closest,0.0094581778229466
Original,original,,Agglo,1,80,NumerAI,KNeighborsClassifier,closest,0.0076836138199723
Decoded,decoded,MLP,KIP,3,80,NumerAI,KNeighborsClassifier,centroid,0.00840947724552032
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,NumerAI,KNeighborsClassifier,centroid,0.015233715789629083
Encoded,encoded,MLP,KIP,0,80,NumerAI,KNeighborsClassifier,centroid,0.0058504570836895005
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,NumerAI,KNeighborsClassifier,centroid,0.00640045877897564
Original,original,,KIP,2,80,NumerAI,KNeighborsClassifier,centroid,0.00640231163368356
Decoded,decoded,GNN,KIP,4,80,NumerAI,KNeighborsClassifier,centroid,0.012225963073440881
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,NumerAI,KNeighborsClassifier,centroid,0.008788788497660141
Encoded,encoded,GNN,KIP,1,80,NumerAI,KNeighborsClassifier,centroid,-1.261308061506006e-05
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,NumerAI,KNeighborsClassifier,centroid,-0.0015567168887745198
Original,original,,KIP,2,80,NumerAI,KNeighborsClassifier,centroid,0.00640231163368356
Decoded,decoded,MLP,KMeans,1,80,NumerAI,KNeighborsClassifier,centroid,0.003657861721377212
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,NumerAI,KNeighborsClassifier,centroid,0.008988995523799101
Encoded,encoded,MLP,KMeans,2,80,NumerAI,KNeighborsClassifier,centroid,0.0071991682504840395
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,80,NumerAI,KNeighborsClassifier,centroid,0.00951178911081078
Original,original,,KMeans,0,80,NumerAI,KNeighborsClassifier,centroid,0.00248855093359008
Decoded,decoded,GNN,KMeans,0,80,NumerAI,KNeighborsClassifier,centroid,0.0002729847290980799
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,NumerAI,KNeighborsClassifier,centroid,0.0044857688418712596
Encoded,encoded,GNN,KMeans,3,80,NumerAI,KNeighborsClassifier,centroid,0.006764111890098901
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,NumerAI,KNeighborsClassifier,centroid,0.00828120502532162
Original,original,,KMeans,1,80,NumerAI,KNeighborsClassifier,centroid,0.00248855093359008
Decoded,decoded,MLP,KMeans,1,80,NumerAI,KNeighborsClassifier,closest,0.00421904888791316
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,NumerAI,KNeighborsClassifier,closest,-0.0015696944653976503
Encoded,encoded,MLP,KMeans,4,80,NumerAI,KNeighborsClassifier,closest,0.0076535428993007
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,NumerAI,KNeighborsClassifier,closest,0.00729591915964532
Original,original,,KMeans,2,80,NumerAI,KNeighborsClassifier,closest,0.00530334857546798
Decoded,decoded,GNN,KMeans,3,80,NumerAI,KNeighborsClassifier,closest,0.0125562647998193
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,NumerAI,KNeighborsClassifier,closest,0.00959691411604574
Encoded,encoded,GNN,KMeans,0,80,NumerAI,KNeighborsClassifier,closest,0.0035562508654406397
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,80,NumerAI,KNeighborsClassifier,closest,0.015471496279274018
Original,original,,KMeans,1,80,NumerAI,KNeighborsClassifier,closest,0.00530334857546798
Decoded,decoded,MLP,Agglo,4,80,NumerAI,LogisticRegression,centroid,0.0541856773137707
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,NumerAI,LogisticRegression,centroid,0.045374557309862
Encoded,encoded,MLP,Agglo,1,80,NumerAI,LogisticRegression,centroid,0.0352229473574602
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,NumerAI,LogisticRegression,centroid,0.0358607293901946
Original,original,,Agglo,0,80,NumerAI,LogisticRegression,centroid,0.0237140512545031
Decoded,decoded,GNN,Agglo,3,80,NumerAI,LogisticRegression,centroid,0.0513925527097429
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,NumerAI,LogisticRegression,centroid,0.0515945079115395
Encoded,encoded,GNN,Agglo,2,80,NumerAI,LogisticRegression,centroid,0.0423224942935724
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,NumerAI,LogisticRegression,centroid,0.0275471558838025
Original,original,,Agglo,0,80,NumerAI,LogisticRegression,centroid,0.0237140512545031
Decoded,decoded,MLP,Agglo,2,80,NumerAI,LogisticRegression,closest,0.0421616733914021
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,NumerAI,LogisticRegression,closest,0.0620150757025958
Encoded,encoded,MLP,Agglo,3,80,NumerAI,LogisticRegression,closest,0.0447379776082943
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,NumerAI,LogisticRegression,closest,0.0410924002067864
Original,original,,Agglo,0,80,NumerAI,LogisticRegression,closest,0.0324434856076039
Decoded,decoded,GNN,Agglo,4,80,NumerAI,LogisticRegression,closest,0.0597339620043676
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,NumerAI,LogisticRegression,closest,0.0546943362660133
Encoded,encoded,GNN,Agglo,2,80,NumerAI,LogisticRegression,closest,0.0382127077587267
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,NumerAI,LogisticRegression,closest,0.0359443096234475
Original,original,,Agglo,0,80,NumerAI,LogisticRegression,closest,0.0324434856076039
Decoded,decoded,MLP,KIP,3,80,NumerAI,LogisticRegression,centroid,0.05156133085818278
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,NumerAI,LogisticRegression,centroid,0.05335010816061871
Encoded,encoded,MLP,KIP,0,80,NumerAI,LogisticRegression,centroid,0.040227115256667924
Encoded-FT,encoded,MLP-MultiHead,KIP,1,80,NumerAI,LogisticRegression,centroid,0.04194165407467659
Original,original,,KIP,2,80,NumerAI,LogisticRegression,centroid,0.04626600207143442
Decoded,decoded,GNN,KIP,3,80,NumerAI,LogisticRegression,centroid,0.04953118375223574
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,NumerAI,LogisticRegression,centroid,0.05202957690949954
Encoded,encoded,GNN,KIP,1,80,NumerAI,LogisticRegression,centroid,0.047200322691111525
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,NumerAI,LogisticRegression,centroid,0.04831169932714262
Original,original,,KIP,0,80,NumerAI,LogisticRegression,centroid,0.04626600207143442
Decoded,decoded,MLP,KMeans,4,80,NumerAI,LogisticRegression,centroid,0.05012002726304138
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,NumerAI,LogisticRegression,centroid,0.04544650043478841
Encoded,encoded,MLP,KMeans,1,80,NumerAI,LogisticRegression,centroid,0.03400902280315794
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,NumerAI,LogisticRegression,centroid,0.0451619851595171
Original,original,,KMeans,0,80,NumerAI,LogisticRegression,centroid,0.021821013622739964
Decoded,decoded,GNN,KMeans,3,80,NumerAI,LogisticRegression,centroid,0.042808563993584466
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,NumerAI,LogisticRegression,centroid,0.05004579606546962
Encoded,encoded,GNN,KMeans,1,80,NumerAI,LogisticRegression,centroid,0.02724647107604742
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,NumerAI,LogisticRegression,centroid,0.03244902361782828
Original,original,,KMeans,0,80,NumerAI,LogisticRegression,centroid,0.021821013622739964
Decoded,decoded,MLP,KMeans,3,80,NumerAI,LogisticRegression,closest,0.04375432497648805
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,NumerAI,LogisticRegression,closest,0.045531363154619656
Encoded,encoded,MLP,KMeans,2,80,NumerAI,LogisticRegression,closest,0.04310481839316016
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,NumerAI,LogisticRegression,closest,0.04179009476592084
Original,original,,KMeans,0,80,NumerAI,LogisticRegression,closest,0.0402860440575675
Decoded,decoded,GNN,KMeans,3,80,NumerAI,LogisticRegression,closest,0.04841076412845688
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,NumerAI,LogisticRegression,closest,0.048607691399918204
Encoded,encoded,GNN,KMeans,2,80,NumerAI,LogisticRegression,closest,0.04407640399216204
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,NumerAI,LogisticRegression,closest,0.041695300061963696
Original,original,,KMeans,0,80,NumerAI,LogisticRegression,closest,0.0402860440575675
Decoded,decoded,MLP,Agglo,4,80,NumerAI,MLPClassifier,centroid,0.0361190927054022
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,NumerAI,MLPClassifier,centroid,0.0169694809982731
Encoded,encoded,MLP,Agglo,0,80,NumerAI,MLPClassifier,centroid,0.0028542836135518
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,NumerAI,MLPClassifier,centroid,0.0283178828175185
Original,original,,Agglo,1,80,NumerAI,MLPClassifier,centroid,0.0059085133276189
Decoded,decoded,GNN,Agglo,3,80,NumerAI,MLPClassifier,centroid,0.0239648779584524
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,NumerAI,MLPClassifier,centroid,0.0278664504435468
Encoded,encoded,GNN,Agglo,2,80,NumerAI,MLPClassifier,centroid,0.019152960888042
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,NumerAI,MLPClassifier,centroid,0.0127962527280008
Original,original,,Agglo,0,80,NumerAI,MLPClassifier,centroid,0.0059085133276189
Decoded,decoded,MLP,Agglo,2,80,NumerAI,MLPClassifier,closest,0.0268291346885013
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,NumerAI,MLPClassifier,closest,0.0404227157525597
Encoded,encoded,MLP,Agglo,1,80,NumerAI,MLPClassifier,closest,0.0164816914048331
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,NumerAI,MLPClassifier,closest,0.031317632522065
Original,original,,Agglo,0,80,NumerAI,MLPClassifier,closest,0.0164744720593094
Decoded,decoded,GNN,Agglo,4,80,NumerAI,MLPClassifier,closest,0.0374922196666731
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,NumerAI,MLPClassifier,closest,0.0339168201893984
Encoded,encoded,GNN,Agglo,0,80,NumerAI,MLPClassifier,closest,0.0143092265989568
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,NumerAI,MLPClassifier,closest,0.0247697605581254
Original,original,,Agglo,1,80,NumerAI,MLPClassifier,closest,0.0164744720593094
Decoded,decoded,MLP,KIP,4,80,NumerAI,MLPClassifier,centroid,0.03272279253811422
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,NumerAI,MLPClassifier,centroid,0.028883566916374122
Encoded,encoded,MLP,KIP,0,80,NumerAI,MLPClassifier,centroid,0.024613175186499144
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,NumerAI,MLPClassifier,centroid,0.0297533938552652
Original,original,,KIP,3,80,NumerAI,MLPClassifier,centroid,0.030938557341065896
Decoded,decoded,GNN,KIP,0,80,NumerAI,MLPClassifier,centroid,0.0241924287523162
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,NumerAI,MLPClassifier,centroid,0.03087686542864564
Encoded,encoded,GNN,KIP,1,80,NumerAI,MLPClassifier,centroid,0.0266673543651474
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,NumerAI,MLPClassifier,centroid,0.027646319946061797
Original,original,,KIP,4,80,NumerAI,MLPClassifier,centroid,0.030938557341065896
Decoded,decoded,MLP,KMeans,4,80,NumerAI,MLPClassifier,centroid,0.02814391891826514
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,NumerAI,MLPClassifier,centroid,0.02669255509086288
Encoded,encoded,MLP,KMeans,1,80,NumerAI,MLPClassifier,centroid,0.015466316506080819
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,NumerAI,MLPClassifier,centroid,0.01947213782906538
Original,original,,KMeans,0,80,NumerAI,MLPClassifier,centroid,0.0072583076618616404
Decoded,decoded,GNN,KMeans,3,80,NumerAI,MLPClassifier,centroid,0.02242068227876188
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,NumerAI,MLPClassifier,centroid,0.027067596369517638
Encoded,encoded,GNN,KMeans,1,80,NumerAI,MLPClassifier,centroid,0.00888999883225222
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,NumerAI,MLPClassifier,centroid,0.0119481954650453
Original,original,,KMeans,0,80,NumerAI,MLPClassifier,centroid,0.0072583076618616404
Decoded,decoded,MLP,KMeans,2,80,NumerAI,MLPClassifier,closest,0.01877413131364326
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,NumerAI,MLPClassifier,closest,0.01664557799085018
Encoded,encoded,MLP,KMeans,3,80,NumerAI,MLPClassifier,closest,0.025956174404800282
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,80,NumerAI,MLPClassifier,closest,0.02604398992834322
Original,original,,KMeans,1,80,NumerAI,MLPClassifier,closest,0.0167257648245353
Decoded,decoded,GNN,KMeans,2,80,NumerAI,MLPClassifier,closest,0.02210893307674146
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,NumerAI,MLPClassifier,closest,0.0257507803033331
Encoded,encoded,GNN,KMeans,1,80,NumerAI,MLPClassifier,closest,0.021474873588887677
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,NumerAI,MLPClassifier,closest,0.02547946687887076
Original,original,,KMeans,0,80,NumerAI,MLPClassifier,closest,0.0167257648245353
Decoded,decoded,MLP,Agglo,4,80,NumerAI,XGBClassifier,centroid,0.030372842029633
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,NumerAI,XGBClassifier,centroid,0.025173173289809
Encoded,encoded,MLP,Agglo,1,80,NumerAI,XGBClassifier,centroid,0.0231967798983839
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,NumerAI,XGBClassifier,centroid,0.0247518714963221
Original,original,,Agglo,0,80,NumerAI,XGBClassifier,centroid,0.0187616379498521
Decoded,decoded,GNN,Agglo,4,80,NumerAI,XGBClassifier,centroid,0.0358770326228394
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,NumerAI,XGBClassifier,centroid,0.0265330728985458
Encoded,encoded,GNN,Agglo,1,80,NumerAI,XGBClassifier,centroid,0.0202902445278819
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,NumerAI,XGBClassifier,centroid,0.024023961828195
Original,original,,Agglo,0,80,NumerAI,XGBClassifier,centroid,0.0187616379498521
Decoded,decoded,MLP,Agglo,3,80,NumerAI,XGBClassifier,closest,0.0222109113513975
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,NumerAI,XGBClassifier,closest,0.0439208423473043
Encoded,encoded,MLP,Agglo,2,80,NumerAI,XGBClassifier,closest,0.0210033285449212
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,NumerAI,XGBClassifier,closest,0.0200836911728964
Original,original,,Agglo,0,80,NumerAI,XGBClassifier,closest,0.0029603621690509
Decoded,decoded,GNN,Agglo,2,80,NumerAI,XGBClassifier,closest,0.0301272502768074
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,NumerAI,XGBClassifier,closest,0.0268647875290497
Encoded,encoded,GNN,Agglo,4,80,NumerAI,XGBClassifier,closest,0.0382573691308486
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,NumerAI,XGBClassifier,closest,0.0341873554033387
Original,original,,Agglo,0,80,NumerAI,XGBClassifier,closest,0.0029603621690509
Decoded,decoded,MLP,KIP,4,80,NumerAI,XGBClassifier,centroid,0.0316221080109026
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,NumerAI,XGBClassifier,centroid,0.02749288853002694
Encoded,encoded,MLP,KIP,0,80,NumerAI,XGBClassifier,centroid,0.022305795518362002
Encoded-FT,encoded,MLP-MultiHead,KIP,3,80,NumerAI,XGBClassifier,centroid,0.031101958610060043
Original,original,,KIP,2,80,NumerAI,XGBClassifier,centroid,0.02762459097220646
Decoded,decoded,GNN,KIP,4,80,NumerAI,XGBClassifier,centroid,0.029523578074784
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,NumerAI,XGBClassifier,centroid,0.02908465685173786
Encoded,encoded,GNN,KIP,0,80,NumerAI,XGBClassifier,centroid,0.024913776546296663
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,NumerAI,XGBClassifier,centroid,0.02583699740484046
Original,original,,KIP,2,80,NumerAI,XGBClassifier,centroid,0.02762459097220646
Decoded,decoded,MLP,KMeans,2,80,NumerAI,XGBClassifier,centroid,0.0197286280044479
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,NumerAI,XGBClassifier,centroid,0.02139532173972376
Encoded,encoded,MLP,KMeans,0,80,NumerAI,XGBClassifier,centroid,0.01782388944325722
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,NumerAI,XGBClassifier,centroid,0.01848933767484008
Original,original,,KMeans,4,80,NumerAI,XGBClassifier,centroid,0.02886380680105498
Decoded,decoded,GNN,KMeans,0,80,NumerAI,XGBClassifier,centroid,0.01207446470086962
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,NumerAI,XGBClassifier,centroid,0.024250682538705583
Encoded,encoded,GNN,KMeans,2,80,NumerAI,XGBClassifier,centroid,0.02304641501601536
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,NumerAI,XGBClassifier,centroid,0.02118262207210142
Original,original,,KMeans,4,80,NumerAI,XGBClassifier,centroid,0.02886380680105498
Decoded,decoded,MLP,KMeans,4,80,NumerAI,XGBClassifier,closest,0.027973008672931222
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,NumerAI,XGBClassifier,closest,0.02345822541277498
Encoded,encoded,MLP,KMeans,3,80,NumerAI,XGBClassifier,closest,0.02593608341462596
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,NumerAI,XGBClassifier,closest,0.02300343552801138
Original,original,,KMeans,0,80,NumerAI,XGBClassifier,closest,0.02089522049319188
Decoded,decoded,GNN,KMeans,4,80,NumerAI,XGBClassifier,closest,0.031125448699447555
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,NumerAI,XGBClassifier,closest,0.029390154665066042
Encoded,encoded,GNN,KMeans,1,80,NumerAI,XGBClassifier,closest,0.022943752969786423
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,NumerAI,XGBClassifier,closest,0.027329098610843823
Original,original,,KMeans,0,80,NumerAI,XGBClassifier,closest,0.02089522049319188
Decoded,decoded,MLP,Agglo,2,80,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,GaussianNB,centroid,0.103395061728395
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Nursery,GaussianNB,centroid,0.0061728395061728
Original,original,,Agglo,0,80,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,80,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,80,Nursery,GaussianNB,centroid,0.046682098765432
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,80,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,80,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,GaussianNB,closest,0.0960648148148147
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Nursery,GaussianNB,closest,0.0038580246913579
Original,original,,Agglo,0,80,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,80,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,80,Nursery,GaussianNB,closest,0.0543981481481481
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,80,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,3,80,Nursery,GaussianNB,centroid,0.005787037037037019
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,80,Nursery,GaussianNB,centroid,0.0643518518518518
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,Nursery,GaussianNB,centroid,0.00169753086419746
Original,original,,KIP,0,80,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,80,Nursery,GaussianNB,centroid,0.00185185185185184
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,80,Nursery,GaussianNB,centroid,0.08472222222222217
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,80,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,80,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,GaussianNB,centroid,0.07816358024691353
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Nursery,GaussianNB,centroid,0.004938271604938279
Original,original,,KMeans,0,80,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,80,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,80,Nursery,GaussianNB,centroid,0.0317901234567901
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,80,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,80,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,GaussianNB,closest,0.07399691358024685
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Nursery,GaussianNB,closest,0.0032407407407407003
Original,original,,KMeans,0,80,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,80,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,80,Nursery,GaussianNB,closest,0.02777777777777774
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,80,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,80,Nursery,KNeighborsClassifier,centroid,0.0706018518518518
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Nursery,KNeighborsClassifier,centroid,0.0555555555555555
Encoded,encoded,MLP,Agglo,2,80,Nursery,KNeighborsClassifier,centroid,0.0397376543209877
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Nursery,KNeighborsClassifier,centroid,0.0007716049382715
Original,original,,Agglo,0,80,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,4,80,Nursery,KNeighborsClassifier,centroid,0.0682870370370369
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Nursery,KNeighborsClassifier,centroid,0.0621141975308642
Encoded,encoded,GNN,Agglo,2,80,Nursery,KNeighborsClassifier,centroid,0.0185185185185184
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,0,80,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,3,80,Nursery,KNeighborsClassifier,closest,0.0486111111111111
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,KNeighborsClassifier,closest,0.0424382716049382
Encoded,encoded,MLP,Agglo,4,80,Nursery,KNeighborsClassifier,closest,0.1130401234567901
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Nursery,KNeighborsClassifier,closest,0.0034722222222222
Original,original,,Agglo,2,80,Nursery,KNeighborsClassifier,closest,0.044753086419753
Decoded,decoded,GNN,Agglo,1,80,Nursery,KNeighborsClassifier,closest,0.0401234567901234
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Nursery,KNeighborsClassifier,closest,0.0636574074074074
Encoded,encoded,GNN,Agglo,4,80,Nursery,KNeighborsClassifier,closest,0.0763888888888888
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,80,Nursery,KNeighborsClassifier,closest,0.044753086419753
Decoded,decoded,MLP,KIP,3,80,Nursery,KNeighborsClassifier,centroid,0.0903549382716049
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Nursery,KNeighborsClassifier,centroid,0.0702932098765432
Encoded,encoded,MLP,KIP,4,80,Nursery,KNeighborsClassifier,centroid,0.1981481481481481
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Nursery,KNeighborsClassifier,centroid,0.0093364197530864
Original,original,,KIP,1,80,Nursery,KNeighborsClassifier,centroid,0.04390432098765426
Decoded,decoded,GNN,KIP,3,80,Nursery,KNeighborsClassifier,centroid,0.13194444444444436
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Nursery,KNeighborsClassifier,centroid,0.06003086419753083
Encoded,encoded,GNN,KIP,4,80,Nursery,KNeighborsClassifier,centroid,0.21195987654320986
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,80,Nursery,KNeighborsClassifier,centroid,0.04390432098765426
Decoded,decoded,MLP,KMeans,4,80,Nursery,KNeighborsClassifier,centroid,0.06396604938271604
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Nursery,KNeighborsClassifier,centroid,0.05408950617283944
Encoded,encoded,MLP,KMeans,2,80,Nursery,KNeighborsClassifier,centroid,0.03518518518518512
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Nursery,KNeighborsClassifier,centroid,0.0012345679012345
Original,original,,KMeans,0,80,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,80,Nursery,KNeighborsClassifier,centroid,0.052932098765432076
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Nursery,KNeighborsClassifier,centroid,0.04915123456790117
Encoded,encoded,GNN,KMeans,2,80,Nursery,KNeighborsClassifier,centroid,0.01658950617283948
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,80,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,1,80,Nursery,KNeighborsClassifier,closest,0.04575617283950612
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Nursery,KNeighborsClassifier,closest,0.0489969135802469
Encoded,encoded,MLP,KMeans,4,80,Nursery,KNeighborsClassifier,closest,0.0916666666666666
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Nursery,KNeighborsClassifier,closest,0.0012345679012345202
Original,original,,KMeans,2,80,Nursery,KNeighborsClassifier,closest,0.04753086419753082
Decoded,decoded,GNN,KMeans,2,80,Nursery,KNeighborsClassifier,closest,0.051774691358024705
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Nursery,KNeighborsClassifier,closest,0.054243827160493766
Encoded,encoded,GNN,KMeans,4,80,Nursery,KNeighborsClassifier,closest,0.06682098765432101
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,1,80,Nursery,KNeighborsClassifier,closest,0.04753086419753082
Decoded,decoded,MLP,Agglo,3,80,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,LogisticRegression,centroid,0.0027006172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,80,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,80,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,80,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,80,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,80,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,LogisticRegression,closest,0.0046296296296296
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,80,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,80,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,80,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,80,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,4,80,Nursery,LogisticRegression,centroid,0.01249999999999996
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KIP,3,80,Nursery,LogisticRegression,centroid,0.010570987654320919
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,Nursery,LogisticRegression,centroid,0.00030864197530858
Original,original,,KIP,0,80,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,80,Nursery,LogisticRegression,centroid,0.02384259259259256
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,2,80,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,80,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,80,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,LogisticRegression,centroid,0.0023919753086419
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,80,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,80,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,80,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,80,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,80,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,LogisticRegression,closest,0.0036265432098764603
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,80,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,80,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,80,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,80,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,2,80,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,MLPClassifier,centroid,0.0034722222222222
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Nursery,MLPClassifier,centroid,0.0015432098765432
Original,original,,Agglo,0,80,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,4,80,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,2,80,Nursery,MLPClassifier,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,80,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,80,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,MLPClassifier,closest,0.0046296296296296
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,80,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,4,80,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,2,80,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,80,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,4,80,Nursery,MLPClassifier,centroid,0.0241512345679012
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Nursery,MLPClassifier,centroid,0.0001543209876543
Encoded,encoded,MLP,KIP,3,80,Nursery,MLPClassifier,centroid,0.01165123456790118
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,Nursery,MLPClassifier,centroid,0.0009259259259258599
Original,original,,KIP,0,80,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,80,Nursery,MLPClassifier,centroid,0.04560185185185186
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,3,80,Nursery,MLPClassifier,centroid,0.00447530864197524
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,80,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,80,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,MLPClassifier,centroid,0.0032407407407407003
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Nursery,MLPClassifier,centroid,0.00138888888888886
Original,original,,KMeans,0,80,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,80,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,80,Nursery,MLPClassifier,centroid,0.00015432098765428
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,80,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,80,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,MLPClassifier,closest,0.0041666666666666
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,KMeans,0,80,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,4,80,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,2,80,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,80,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,80,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,XGBClassifier,centroid,0.1408179012345678
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Nursery,XGBClassifier,centroid,0.0925925925925925
Original,original,,Agglo,0,80,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,80,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,80,Nursery,XGBClassifier,centroid,0.060570987654321
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Nursery,XGBClassifier,centroid,0.0042438271604938
Original,original,,Agglo,0,80,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,80,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,80,Nursery,XGBClassifier,closest,0.0790895061728395
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Nursery,XGBClassifier,closest,0.0524691358024691
Original,original,,Agglo,0,80,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,80,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,80,Nursery,XGBClassifier,closest,0.0798611111111111
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Nursery,XGBClassifier,closest,0.0081018518518518
Original,original,,Agglo,0,80,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,80,Nursery,XGBClassifier,centroid,0.02137345679012342
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,80,Nursery,XGBClassifier,centroid,0.08641975308641972
Encoded-FT,encoded,MLP-MultiHead,KIP,2,80,Nursery,XGBClassifier,centroid,0.012731481481481441
Original,original,,KIP,0,80,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,80,Nursery,XGBClassifier,centroid,0.06003086419753083
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,80,Nursery,XGBClassifier,centroid,0.08719135802469129
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,Nursery,XGBClassifier,centroid,0.0031635802469135595
Original,original,,KIP,0,80,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,80,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,XGBClassifier,centroid,0.12839506172839502
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Nursery,XGBClassifier,centroid,0.07870370370370369
Original,original,,KMeans,0,80,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,80,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,80,Nursery,XGBClassifier,centroid,0.06450617283950612
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Nursery,XGBClassifier,centroid,0.00393518518518512
Original,original,,KMeans,0,80,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,80,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,80,Nursery,XGBClassifier,closest,0.07862654320987653
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,Nursery,XGBClassifier,closest,0.0407407407407407
Original,original,,KMeans,0,80,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,80,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,80,Nursery,XGBClassifier,closest,0.036419753086419676
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Nursery,XGBClassifier,closest,0.0046296296296296
Original,original,,KMeans,0,80,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,1,80,OnlineShoppers,GaussianNB,centroid,-0.1639629998946095
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,OnlineShoppers,GaussianNB,centroid,-0.0673768352100916
Encoded,encoded,MLP,Agglo,2,80,OnlineShoppers,GaussianNB,centroid,-0.1412757091551749
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,GaussianNB,centroid,-0.2204197777075175
Original,original,,Agglo,3,80,OnlineShoppers,GaussianNB,centroid,-0.0705547583724494
Decoded,decoded,GNN,Agglo,4,80,OnlineShoppers,GaussianNB,centroid,0.0698332401034447
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,OnlineShoppers,GaussianNB,centroid,-0.0987345055978468
Encoded,encoded,GNN,Agglo,1,80,OnlineShoppers,GaussianNB,centroid,-0.1685069435999707
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,GaussianNB,centroid,-0.1807524868059442
Original,original,,Agglo,3,80,OnlineShoppers,GaussianNB,centroid,-0.0705547583724494
Decoded,decoded,MLP,Agglo,3,80,OnlineShoppers,GaussianNB,closest,-0.1330066233755705
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,OnlineShoppers,GaussianNB,closest,-0.1097477928837221
Encoded,encoded,MLP,Agglo,1,80,OnlineShoppers,GaussianNB,closest,-0.1514256066022975
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,GaussianNB,closest,-0.2250245235141994
Original,original,,Agglo,2,80,OnlineShoppers,GaussianNB,closest,-0.1492367309547551
Decoded,decoded,GNN,Agglo,4,80,OnlineShoppers,GaussianNB,closest,-0.1325729017194835
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,GaussianNB,closest,-0.1992646999213626
Encoded,encoded,GNN,Agglo,3,80,OnlineShoppers,GaussianNB,closest,-0.1436915793143144
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,GaussianNB,closest,-0.1760990993182057
Original,original,,Agglo,2,80,OnlineShoppers,GaussianNB,closest,-0.1492367309547551
Decoded,decoded,MLP,KIP,3,80,OnlineShoppers,GaussianNB,centroid,-0.0166532902043761
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,OnlineShoppers,GaussianNB,centroid,-0.14164133245778304
Encoded,encoded,MLP,KIP,2,80,OnlineShoppers,GaussianNB,centroid,-0.13309904256957777
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,OnlineShoppers,GaussianNB,centroid,-0.2048568718534912
Original,original,,KIP,4,80,OnlineShoppers,GaussianNB,centroid,0.07713354573534054
Decoded,decoded,GNN,KIP,3,80,OnlineShoppers,GaussianNB,centroid,-0.006619322097104921
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,OnlineShoppers,GaussianNB,centroid,-0.06910442558228144
Encoded,encoded,GNN,KIP,1,80,OnlineShoppers,GaussianNB,centroid,-0.10978670622856719
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,OnlineShoppers,GaussianNB,centroid,-0.1743723196407001
Original,original,,KIP,4,80,OnlineShoppers,GaussianNB,centroid,0.07713354573534054
Decoded,decoded,MLP,KMeans,2,80,OnlineShoppers,GaussianNB,centroid,-0.13282178498755584
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,OnlineShoppers,GaussianNB,centroid,-0.02804436121312346
Encoded,encoded,MLP,KMeans,1,80,OnlineShoppers,GaussianNB,centroid,-0.1857228559152337
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,GaussianNB,centroid,-0.21385558284894324
Original,original,,KMeans,3,80,OnlineShoppers,GaussianNB,centroid,-0.07147489683910141
Decoded,decoded,GNN,KMeans,4,80,OnlineShoppers,GaussianNB,centroid,-0.007559727930863898
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,OnlineShoppers,GaussianNB,centroid,-0.12316154712973545
Encoded,encoded,GNN,KMeans,1,80,OnlineShoppers,GaussianNB,centroid,-0.14322137639743493
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,GaussianNB,centroid,-0.16780893547681003
Original,original,,KMeans,3,80,OnlineShoppers,GaussianNB,centroid,-0.07147489683910141
Decoded,decoded,MLP,KMeans,2,80,OnlineShoppers,GaussianNB,closest,-0.13932274566075661
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,OnlineShoppers,GaussianNB,closest,-0.09799839482452513
Encoded,encoded,MLP,KMeans,1,80,OnlineShoppers,GaussianNB,closest,-0.17407398399688687
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,GaussianNB,closest,-0.20305875104376936
Original,original,,KMeans,3,80,OnlineShoppers,GaussianNB,closest,-0.13009460806965492
Decoded,decoded,GNN,KMeans,1,80,OnlineShoppers,GaussianNB,closest,-0.1517069176577408
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,OnlineShoppers,GaussianNB,closest,-0.15016173358951282
Encoded,encoded,GNN,KMeans,4,80,OnlineShoppers,GaussianNB,closest,-0.11471167643553759
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,GaussianNB,closest,-0.162041653492878
Original,original,,KMeans,3,80,OnlineShoppers,GaussianNB,closest,-0.13009460806965492
Decoded,decoded,MLP,Agglo,3,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0033032348557902
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.0208924344700623
Encoded,encoded,MLP,Agglo,4,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0173998422021564
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.0736565266941353
Original,original,,Agglo,2,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.0018760410274393
Decoded,decoded,GNN,Agglo,3,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0233751205400191
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.0071499956167266
Encoded,encoded,GNN,Agglo,4,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0434610326992196
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.0328675374769879
Original,original,,Agglo,2,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.0018760410274393
Decoded,decoded,MLP,Agglo,3,80,OnlineShoppers,KNeighborsClassifier,closest,0.0358446567896903
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,OnlineShoppers,KNeighborsClassifier,closest,0.0348452704479704
Encoded,encoded,MLP,Agglo,1,80,OnlineShoppers,KNeighborsClassifier,closest,0.0194056281230821
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,KNeighborsClassifier,closest,-0.0115893749452091
Original,original,,Agglo,4,80,OnlineShoppers,KNeighborsClassifier,closest,0.0443061278162531
Decoded,decoded,GNN,Agglo,2,80,OnlineShoppers,KNeighborsClassifier,closest,0.0182028578942754
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,KNeighborsClassifier,closest,0.0076409222407293
Encoded,encoded,GNN,Agglo,4,80,OnlineShoppers,KNeighborsClassifier,closest,0.0555728938371174
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,KNeighborsClassifier,closest,0.0041132637853949
Original,original,,Agglo,3,80,OnlineShoppers,KNeighborsClassifier,closest,0.0443061278162531
Decoded,decoded,MLP,KIP,2,80,OnlineShoppers,KNeighborsClassifier,centroid,0.08444569124221944
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,OnlineShoppers,KNeighborsClassifier,centroid,0.07530604015078449
Encoded,encoded,MLP,KIP,3,80,OnlineShoppers,KNeighborsClassifier,centroid,0.09478109932497576
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,OnlineShoppers,KNeighborsClassifier,centroid,0.02952853511001998
Original,original,,KIP,4,80,OnlineShoppers,KNeighborsClassifier,centroid,0.1920140264749714
Decoded,decoded,GNN,KIP,3,80,OnlineShoppers,KNeighborsClassifier,centroid,0.10621407907425247
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0692802665030243
Encoded,encoded,GNN,KIP,2,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0836475848163407
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,OnlineShoppers,KNeighborsClassifier,centroid,0.06424406066450412
Original,original,,KIP,4,80,OnlineShoppers,KNeighborsClassifier,centroid,0.1920140264749714
Decoded,decoded,MLP,KMeans,4,80,OnlineShoppers,KNeighborsClassifier,centroid,0.02485351100201614
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.01076181292189012
Encoded,encoded,MLP,KMeans,3,80,OnlineShoppers,KNeighborsClassifier,centroid,0.0009636188305425196
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.044306829140001856
Original,original,,KMeans,1,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.03381011659507322
Decoded,decoded,GNN,KMeans,4,80,OnlineShoppers,KNeighborsClassifier,centroid,0.04383273428596461
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.00208293153326914
Encoded,encoded,GNN,KMeans,3,80,OnlineShoppers,KNeighborsClassifier,centroid,0.03451985622863137
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.01757657578679764
Original,original,,KMeans,0,80,OnlineShoppers,KNeighborsClassifier,centroid,-0.03381011659507322
Decoded,decoded,MLP,KMeans,4,80,OnlineShoppers,KNeighborsClassifier,closest,0.03088770053475918
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,OnlineShoppers,KNeighborsClassifier,closest,0.0180394494608572
Encoded,encoded,MLP,KMeans,3,80,OnlineShoppers,KNeighborsClassifier,closest,0.03001525379153138
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,KNeighborsClassifier,closest,-0.01490803892346812
Original,original,,KMeans,2,80,OnlineShoppers,KNeighborsClassifier,closest,0.020202331901463942
Decoded,decoded,GNN,KMeans,4,80,OnlineShoppers,KNeighborsClassifier,closest,0.0415625493118259
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,OnlineShoppers,KNeighborsClassifier,closest,0.03761620057859198
Encoded,encoded,GNN,KMeans,3,80,OnlineShoppers,KNeighborsClassifier,closest,0.037853949329358996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,KNeighborsClassifier,closest,0.0076928201981239005
Original,original,,KMeans,1,80,OnlineShoppers,KNeighborsClassifier,closest,0.020202331901463942
Decoded,decoded,MLP,Agglo,3,80,OnlineShoppers,LogisticRegression,centroid,0.252506066738262
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,OnlineShoppers,LogisticRegression,centroid,0.2136320091877611
Encoded,encoded,MLP,Agglo,4,80,OnlineShoppers,LogisticRegression,centroid,0.2671048890042267
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,OnlineShoppers,LogisticRegression,centroid,0.2186096333453887
Original,original,,Agglo,0,80,OnlineShoppers,LogisticRegression,centroid,0.1611309117914201
Decoded,decoded,GNN,Agglo,4,80,OnlineShoppers,LogisticRegression,centroid,0.3135737574574638
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,OnlineShoppers,LogisticRegression,centroid,0.2303207158060963
Encoded,encoded,GNN,Agglo,3,80,OnlineShoppers,LogisticRegression,centroid,0.2458002158902989
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,LogisticRegression,centroid,0.1746530433078148
Original,original,,Agglo,0,80,OnlineShoppers,LogisticRegression,centroid,0.1611309117914201
Decoded,decoded,MLP,Agglo,1,80,OnlineShoppers,LogisticRegression,closest,0.1962696806645666
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,OnlineShoppers,LogisticRegression,closest,0.2051040663020641
Encoded,encoded,MLP,Agglo,3,80,OnlineShoppers,LogisticRegression,closest,0.2477106517844079
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,LogisticRegression,closest,0.1531744432266488
Original,original,,Agglo,4,80,OnlineShoppers,LogisticRegression,closest,0.2498253828463838
Decoded,decoded,GNN,Agglo,2,80,OnlineShoppers,LogisticRegression,closest,0.216315453825151
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,LogisticRegression,closest,0.1901739545746933
Encoded,encoded,GNN,Agglo,3,80,OnlineShoppers,LogisticRegression,closest,0.2382606198977973
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,LogisticRegression,closest,0.1850030782312456
Original,original,,Agglo,4,80,OnlineShoppers,LogisticRegression,closest,0.2498253828463838
Decoded,decoded,MLP,KIP,4,80,OnlineShoppers,LogisticRegression,centroid,0.2609025981376011
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,OnlineShoppers,LogisticRegression,centroid,0.22004577316058427
Encoded,encoded,MLP,KIP,3,80,OnlineShoppers,LogisticRegression,centroid,0.22630824827936533
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,OnlineShoppers,LogisticRegression,centroid,0.1603325041894313
Original,original,,KIP,1,80,OnlineShoppers,LogisticRegression,centroid,0.2027392116967265
Decoded,decoded,GNN,KIP,4,80,OnlineShoppers,LogisticRegression,centroid,0.2692577183542644
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,OnlineShoppers,LogisticRegression,centroid,0.22722315934194864
Encoded,encoded,GNN,KIP,2,80,OnlineShoppers,LogisticRegression,centroid,0.2136364263805798
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,OnlineShoppers,LogisticRegression,centroid,0.1879432722012252
Original,original,,KIP,1,80,OnlineShoppers,LogisticRegression,centroid,0.2027392116967265
Decoded,decoded,MLP,KMeans,2,80,OnlineShoppers,LogisticRegression,centroid,0.22406928366936207
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,OnlineShoppers,LogisticRegression,centroid,0.23096949100135
Encoded,encoded,MLP,KMeans,4,80,OnlineShoppers,LogisticRegression,centroid,0.269811523903915
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,OnlineShoppers,LogisticRegression,centroid,0.20548284058627192
Original,original,,KMeans,0,80,OnlineShoppers,LogisticRegression,centroid,0.15084216541834955
Decoded,decoded,GNN,KMeans,4,80,OnlineShoppers,LogisticRegression,centroid,0.2880622603327803
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,OnlineShoppers,LogisticRegression,centroid,0.24552193274271777
Encoded,encoded,GNN,KMeans,2,80,OnlineShoppers,LogisticRegression,centroid,0.2402709947794302
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,OnlineShoppers,LogisticRegression,centroid,0.1815714715601801
Original,original,,KMeans,0,80,OnlineShoppers,LogisticRegression,centroid,0.15084216541834955
Decoded,decoded,MLP,KMeans,2,80,OnlineShoppers,LogisticRegression,closest,0.21775877157867707
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,OnlineShoppers,LogisticRegression,closest,0.2212074948719152
Encoded,encoded,MLP,KMeans,4,80,OnlineShoppers,LogisticRegression,closest,0.22236700798683678
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,LogisticRegression,closest,0.17701348072033368
Original,original,,KMeans,1,80,OnlineShoppers,LogisticRegression,closest,0.20979678152288242
Decoded,decoded,GNN,KMeans,3,80,OnlineShoppers,LogisticRegression,closest,0.21564238406939412
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,OnlineShoppers,LogisticRegression,closest,0.1983601171660395
Encoded,encoded,GNN,KMeans,4,80,OnlineShoppers,LogisticRegression,closest,0.2169432473545156
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,LogisticRegression,closest,0.18948873753868495
Original,original,,KMeans,2,80,OnlineShoppers,LogisticRegression,closest,0.20979678152288242
Decoded,decoded,MLP,Agglo,4,80,OnlineShoppers,MLPClassifier,centroid,0.1562318489459578
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,OnlineShoppers,MLPClassifier,centroid,0.1270286472165019
Encoded,encoded,MLP,Agglo,2,80,OnlineShoppers,MLPClassifier,centroid,0.1039257526766497
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,MLPClassifier,centroid,0.0593289040878891
Original,original,,Agglo,1,80,OnlineShoppers,MLPClassifier,centroid,0.098011809250476
Decoded,decoded,GNN,Agglo,4,80,OnlineShoppers,MLPClassifier,centroid,0.2096561277958447
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,OnlineShoppers,MLPClassifier,centroid,0.1298427400442924
Encoded,encoded,GNN,Agglo,3,80,OnlineShoppers,MLPClassifier,centroid,0.1483269193138087
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,MLPClassifier,centroid,0.0544989765523326
Original,original,,Agglo,1,80,OnlineShoppers,MLPClassifier,centroid,0.098011809250476
Decoded,decoded,MLP,Agglo,3,80,OnlineShoppers,MLPClassifier,closest,0.1206674307580968
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,OnlineShoppers,MLPClassifier,closest,0.1179900046901547
Encoded,encoded,MLP,Agglo,1,80,OnlineShoppers,MLPClassifier,closest,0.1144584113731593
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,MLPClassifier,closest,0.03620426710897
Original,original,,Agglo,4,80,OnlineShoppers,MLPClassifier,closest,0.1447766896204703
Decoded,decoded,GNN,Agglo,2,80,OnlineShoppers,MLPClassifier,closest,0.1201238697814264
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,MLPClassifier,closest,0.0896161217079618
Encoded,encoded,GNN,Agglo,4,80,OnlineShoppers,MLPClassifier,closest,0.1475907824482608
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,MLPClassifier,closest,0.0918058959282623
Original,original,,Agglo,3,80,OnlineShoppers,MLPClassifier,closest,0.1447766896204703
Decoded,decoded,MLP,KIP,4,80,OnlineShoppers,MLPClassifier,centroid,0.16070271563063948
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,OnlineShoppers,MLPClassifier,centroid,0.13107460452056371
Encoded,encoded,MLP,KIP,3,80,OnlineShoppers,MLPClassifier,centroid,0.1551503179055198
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,OnlineShoppers,MLPClassifier,centroid,0.0760146730403074
Original,original,,KIP,1,80,OnlineShoppers,MLPClassifier,centroid,0.08414696646384076
Decoded,decoded,GNN,KIP,4,80,OnlineShoppers,MLPClassifier,centroid,0.16819578134560847
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,OnlineShoppers,MLPClassifier,centroid,0.14377715863594145
Encoded,encoded,GNN,KIP,2,80,OnlineShoppers,MLPClassifier,centroid,0.1395442163559051
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,OnlineShoppers,MLPClassifier,centroid,0.10692061835496705
Original,original,,KIP,0,80,OnlineShoppers,MLPClassifier,centroid,0.08414696646384076
Decoded,decoded,MLP,KMeans,3,80,OnlineShoppers,MLPClassifier,centroid,0.126290025500775
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,OnlineShoppers,MLPClassifier,centroid,0.15116461821830032
Encoded,encoded,MLP,KMeans,2,80,OnlineShoppers,MLPClassifier,centroid,0.11688548878556053
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,MLPClassifier,centroid,0.07846846259213362
Original,original,,KMeans,1,80,OnlineShoppers,MLPClassifier,centroid,0.09387267006469927
Decoded,decoded,GNN,KMeans,4,80,OnlineShoppers,MLPClassifier,centroid,0.21036058282160958
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,OnlineShoppers,MLPClassifier,centroid,0.1619122164552991
Encoded,encoded,GNN,KMeans,2,80,OnlineShoppers,MLPClassifier,centroid,0.13372221238635693
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,MLPClassifier,centroid,0.059178570652055784
Original,original,,KMeans,1,80,OnlineShoppers,MLPClassifier,centroid,0.09387267006469927
Decoded,decoded,MLP,KMeans,3,80,OnlineShoppers,MLPClassifier,closest,0.12433444840985126
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,OnlineShoppers,MLPClassifier,closest,0.11957036940403976
Encoded,encoded,MLP,KMeans,4,80,OnlineShoppers,MLPClassifier,closest,0.13472671307124387
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,MLPClassifier,closest,0.09411370053206854
Original,original,,KMeans,1,80,OnlineShoppers,MLPClassifier,closest,0.10806737671260538
Decoded,decoded,GNN,KMeans,3,80,OnlineShoppers,MLPClassifier,closest,0.12400520576112513
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,OnlineShoppers,MLPClassifier,closest,0.12085068845880279
Encoded,encoded,GNN,KMeans,4,80,OnlineShoppers,MLPClassifier,closest,0.13157902910691388
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,MLPClassifier,closest,0.08073961565579857
Original,original,,KMeans,1,80,OnlineShoppers,MLPClassifier,closest,0.10806737671260538
Decoded,decoded,MLP,Agglo,3,80,OnlineShoppers,XGBClassifier,centroid,0.2937749131392824
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,OnlineShoppers,XGBClassifier,centroid,0.2219452949413087
Encoded,encoded,MLP,Agglo,2,80,OnlineShoppers,XGBClassifier,centroid,0.2394962491025078
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,XGBClassifier,centroid,0.2046941925048073
Original,original,,Agglo,4,80,OnlineShoppers,XGBClassifier,centroid,0.384748275852583
Decoded,decoded,GNN,Agglo,2,80,OnlineShoppers,XGBClassifier,centroid,0.2485358157755018
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,OnlineShoppers,XGBClassifier,centroid,0.2240580116804625
Encoded,encoded,GNN,Agglo,3,80,OnlineShoppers,XGBClassifier,centroid,0.2518121772811426
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,XGBClassifier,centroid,0.1979076401669266
Original,original,,Agglo,4,80,OnlineShoppers,XGBClassifier,centroid,0.384748275852583
Decoded,decoded,MLP,Agglo,2,80,OnlineShoppers,XGBClassifier,closest,0.1797047148245041
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,OnlineShoppers,XGBClassifier,closest,0.1675208314420667
Encoded,encoded,MLP,Agglo,4,80,OnlineShoppers,XGBClassifier,closest,0.2606124127610291
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,OnlineShoppers,XGBClassifier,closest,0.158434498903753
Original,original,,Agglo,3,80,OnlineShoppers,XGBClassifier,closest,0.2287043379466483
Decoded,decoded,GNN,Agglo,4,80,OnlineShoppers,XGBClassifier,closest,0.2600704789099701
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,OnlineShoppers,XGBClassifier,closest,0.2078880260128248
Encoded,encoded,GNN,Agglo,3,80,OnlineShoppers,XGBClassifier,closest,0.2425057700825005
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,OnlineShoppers,XGBClassifier,closest,0.2424067364853525
Original,original,,Agglo,1,80,OnlineShoppers,XGBClassifier,closest,0.2287043379466483
Decoded,decoded,MLP,KIP,3,80,OnlineShoppers,XGBClassifier,centroid,0.2651327462841769
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,OnlineShoppers,XGBClassifier,centroid,0.20575055087438407
Encoded,encoded,MLP,KIP,2,80,OnlineShoppers,XGBClassifier,centroid,0.26268221494141886
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,OnlineShoppers,XGBClassifier,centroid,0.19517486307229723
Original,original,,KIP,4,80,OnlineShoppers,XGBClassifier,centroid,0.2661186807624486
Decoded,decoded,GNN,KIP,2,80,OnlineShoppers,XGBClassifier,centroid,0.26380074440253853
Decoded-FT,decoded,GNN-MultiHead,KIP,0,80,OnlineShoppers,XGBClassifier,centroid,0.22783394266504903
Encoded,encoded,GNN,KIP,4,80,OnlineShoppers,XGBClassifier,centroid,0.2743720307114188
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,OnlineShoppers,XGBClassifier,centroid,0.23091663846960078
Original,original,,KIP,3,80,OnlineShoppers,XGBClassifier,centroid,0.2661186807624486
Decoded,decoded,MLP,KMeans,2,80,OnlineShoppers,XGBClassifier,centroid,0.2304132176840993
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,OnlineShoppers,XGBClassifier,centroid,0.20326810870587844
Encoded,encoded,MLP,KMeans,3,80,OnlineShoppers,XGBClassifier,centroid,0.23091498790964823
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,XGBClassifier,centroid,0.17556566065037557
Original,original,,KMeans,4,80,OnlineShoppers,XGBClassifier,centroid,0.3829387119580317
Decoded,decoded,GNN,KMeans,1,80,OnlineShoppers,XGBClassifier,centroid,0.2280947311375384
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,OnlineShoppers,XGBClassifier,centroid,0.2439313036947784
Encoded,encoded,GNN,KMeans,2,80,OnlineShoppers,XGBClassifier,centroid,0.23002093460206371
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,XGBClassifier,centroid,0.20211601785905858
Original,original,,KMeans,4,80,OnlineShoppers,XGBClassifier,centroid,0.3829387119580317
Decoded,decoded,MLP,KMeans,1,80,OnlineShoppers,XGBClassifier,closest,0.19432922618998494
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,OnlineShoppers,XGBClassifier,closest,0.2065461207714716
Encoded,encoded,MLP,KMeans,4,80,OnlineShoppers,XGBClassifier,closest,0.24176411847719334
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,OnlineShoppers,XGBClassifier,closest,0.18543655935276032
Original,original,,KMeans,3,80,OnlineShoppers,XGBClassifier,closest,0.21287876912242468
Decoded,decoded,GNN,KMeans,3,80,OnlineShoppers,XGBClassifier,closest,0.22487063736372556
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,OnlineShoppers,XGBClassifier,closest,0.20354540277789238
Encoded,encoded,GNN,KMeans,4,80,OnlineShoppers,XGBClassifier,closest,0.26099424229669904
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,OnlineShoppers,XGBClassifier,closest,0.2208405201464596
Original,original,,KMeans,1,80,OnlineShoppers,XGBClassifier,closest,0.21287876912242468
Decoded,decoded,MLP,Agglo,3,80,PhishingWebsites,GaussianNB,centroid,-0.2274813960800755
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,PhishingWebsites,GaussianNB,centroid,-0.2515040352164343
Encoded,encoded,MLP,Agglo,2,80,PhishingWebsites,GaussianNB,centroid,-0.2434545645110576
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,GaussianNB,centroid,-0.3129441358348181
Original,original,,Agglo,4,80,PhishingWebsites,GaussianNB,centroid,-0.1556021381406562
Decoded,decoded,GNN,Agglo,4,80,PhishingWebsites,GaussianNB,centroid,-0.1295461691646579
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,PhishingWebsites,GaussianNB,centroid,-0.1848862802641232
Encoded,encoded,GNN,Agglo,1,80,PhishingWebsites,GaussianNB,centroid,-0.2243161094224925
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,PhishingWebsites,GaussianNB,centroid,-0.2754009013730217
Original,original,,Agglo,3,80,PhishingWebsites,GaussianNB,centroid,-0.1556021381406562
Decoded,decoded,MLP,Agglo,1,80,PhishingWebsites,GaussianNB,closest,-0.2711665443873808
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,PhishingWebsites,GaussianNB,closest,-0.0879153128602873
Encoded,encoded,MLP,Agglo,2,80,PhishingWebsites,GaussianNB,closest,-0.2402683156901793
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,GaussianNB,closest,-0.3050414002725082
Original,original,,Agglo,3,80,PhishingWebsites,GaussianNB,closest,-0.2330573315166126
Decoded,decoded,GNN,Agglo,1,80,PhishingWebsites,GaussianNB,closest,-0.2415050833245991
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,PhishingWebsites,GaussianNB,closest,-0.1340949585997275
Encoded,encoded,GNN,Agglo,3,80,PhishingWebsites,GaussianNB,closest,-0.2212975579079761
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,PhishingWebsites,GaussianNB,closest,-0.2739125877790587
Original,original,,Agglo,2,80,PhishingWebsites,GaussianNB,closest,-0.2330573315166126
Decoded,decoded,MLP,KIP,4,80,PhishingWebsites,GaussianNB,centroid,-0.02379205534011114
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,PhishingWebsites,GaussianNB,centroid,-0.07613876952101459
Encoded,encoded,MLP,KIP,2,80,PhishingWebsites,GaussianNB,centroid,-0.19125458547322086
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,PhishingWebsites,GaussianNB,centroid,-0.295046640813332
Original,original,,KIP,1,80,PhishingWebsites,GaussianNB,centroid,-0.19234042553191494
Decoded,decoded,GNN,KIP,4,80,PhishingWebsites,GaussianNB,centroid,0.03917409076616696
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,PhishingWebsites,GaussianNB,centroid,0.031103657897494964
Encoded,encoded,GNN,KIP,2,80,PhishingWebsites,GaussianNB,centroid,-0.16711875065506765
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,PhishingWebsites,GaussianNB,centroid,-0.2645550780840583
Original,original,,KIP,1,80,PhishingWebsites,GaussianNB,centroid,-0.19234042553191494
Decoded,decoded,MLP,KMeans,2,80,PhishingWebsites,GaussianNB,centroid,-0.18770778744366423
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,PhishingWebsites,GaussianNB,centroid,-0.18446703699821826
Encoded,encoded,MLP,KMeans,1,80,PhishingWebsites,GaussianNB,centroid,-0.23210984173566715
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,GaussianNB,centroid,-0.30714600146735144
Original,original,,KMeans,4,80,PhishingWebsites,GaussianNB,centroid,-0.161249344932397
Decoded,decoded,GNN,KMeans,4,80,PhishingWebsites,GaussianNB,centroid,-0.1331265066554868
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,PhishingWebsites,GaussianNB,centroid,-0.15982811026097893
Encoded,encoded,GNN,KMeans,1,80,PhishingWebsites,GaussianNB,centroid,-0.21346609370086994
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,GaussianNB,centroid,-0.26977046431191704
Original,original,,KMeans,2,80,PhishingWebsites,GaussianNB,centroid,-0.161249344932397
Decoded,decoded,MLP,KMeans,4,80,PhishingWebsites,GaussianNB,closest,-0.20084687139712817
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,PhishingWebsites,GaussianNB,closest,-0.21063200922335187
Encoded,encoded,MLP,KMeans,1,80,PhishingWebsites,GaussianNB,closest,-0.2260559689759983
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,GaussianNB,closest,-0.30297033853893723
Original,original,,KMeans,2,80,PhishingWebsites,GaussianNB,closest,-0.22560737868147993
Decoded,decoded,GNN,KMeans,3,80,PhishingWebsites,GaussianNB,closest,-0.1883869615344304
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,PhishingWebsites,GaussianNB,closest,-0.1759983230269364
Encoded,encoded,GNN,KMeans,2,80,PhishingWebsites,GaussianNB,closest,-0.20952939943402157
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,GaussianNB,closest,-0.2683785766691123
Original,original,,KMeans,1,80,PhishingWebsites,GaussianNB,closest,-0.22560737868147993
Decoded,decoded,MLP,Agglo,3,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0414047222716032
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0396916463306235
Encoded,encoded,MLP,Agglo,4,80,PhishingWebsites,KNeighborsClassifier,centroid,0.047594421190426
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,KNeighborsClassifier,centroid,-0.0006464437513131
Original,original,,Agglo,1,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0220922152011247
Decoded,decoded,GNN,Agglo,4,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0731612715548587
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0576789437109103
Encoded,encoded,GNN,Agglo,3,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0578567157425214
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0188276742569937
Original,original,,Agglo,1,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0220922152011247
Decoded,decoded,MLP,Agglo,2,80,PhishingWebsites,KNeighborsClassifier,closest,0.0448308741535626
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,PhishingWebsites,KNeighborsClassifier,closest,0.0430531538374517
Encoded,encoded,MLP,Agglo,4,80,PhishingWebsites,KNeighborsClassifier,closest,0.0571617887098598
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,KNeighborsClassifier,closest,0.0061896989188227
Original,original,,Agglo,3,80,PhishingWebsites,KNeighborsClassifier,closest,0.0546729802673044
Decoded,decoded,GNN,Agglo,3,80,PhishingWebsites,KNeighborsClassifier,closest,0.0629312991903292
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,PhishingWebsites,KNeighborsClassifier,closest,0.0503094849459411
Encoded,encoded,GNN,Agglo,4,80,PhishingWebsites,KNeighborsClassifier,closest,0.0668422838857734
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,PhishingWebsites,KNeighborsClassifier,closest,0.0309000113127656
Original,original,,Agglo,2,80,PhishingWebsites,KNeighborsClassifier,closest,0.0546729802673044
Decoded,decoded,MLP,KIP,3,80,PhishingWebsites,KNeighborsClassifier,centroid,0.15226336118428496
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,PhishingWebsites,KNeighborsClassifier,centroid,0.11668632933076913
Encoded,encoded,MLP,KIP,2,80,PhishingWebsites,KNeighborsClassifier,centroid,0.14290608788402795
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,PhishingWebsites,KNeighborsClassifier,centroid,0.03045719734311612
Original,original,,KIP,4,80,PhishingWebsites,KNeighborsClassifier,centroid,0.27086639623769737
Decoded,decoded,GNN,KIP,3,80,PhishingWebsites,KNeighborsClassifier,centroid,0.1531166669360182
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,PhishingWebsites,KNeighborsClassifier,centroid,0.1352845160560467
Encoded,encoded,GNN,KIP,2,80,PhishingWebsites,KNeighborsClassifier,centroid,0.14736654976808833
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,PhishingWebsites,KNeighborsClassifier,centroid,0.08352699710716417
Original,original,,KIP,4,80,PhishingWebsites,KNeighborsClassifier,centroid,0.27086639623769737
Decoded,decoded,MLP,KMeans,4,80,PhishingWebsites,KNeighborsClassifier,centroid,0.05364836692147325
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,PhishingWebsites,KNeighborsClassifier,centroid,0.04932365822518864
Encoded,encoded,MLP,KMeans,2,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0418443040224962
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,KNeighborsClassifier,centroid,-0.00502933238521576
Original,original,,KMeans,1,80,PhishingWebsites,KNeighborsClassifier,centroid,0.026113095334292163
Decoded,decoded,GNN,KMeans,3,80,PhishingWebsites,KNeighborsClassifier,centroid,0.053418879389757055
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,PhishingWebsites,KNeighborsClassifier,centroid,0.0516185335423501
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,KNeighborsClassifier,centroid,0.054071787578583275
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,KNeighborsClassifier,centroid,0.01956138791473402
Original,original,,KMeans,1,80,PhishingWebsites,KNeighborsClassifier,centroid,0.026113095334292163
Decoded,decoded,MLP,KMeans,1,80,PhishingWebsites,KNeighborsClassifier,closest,0.0432179969940365
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,PhishingWebsites,KNeighborsClassifier,closest,0.053897247765728726
Encoded,encoded,MLP,KMeans,4,80,PhishingWebsites,KNeighborsClassifier,closest,0.056036976582575074
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,KNeighborsClassifier,closest,0.00424067100861386
Original,original,,KMeans,2,80,PhishingWebsites,KNeighborsClassifier,closest,0.04377070640140916
Decoded,decoded,GNN,KMeans,3,80,PhishingWebsites,KNeighborsClassifier,closest,0.05584627567593768
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,PhishingWebsites,KNeighborsClassifier,closest,0.05086219435331378
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,KNeighborsClassifier,closest,0.06414984566155432
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,KNeighborsClassifier,closest,0.0271441731176366
Original,original,,KMeans,1,80,PhishingWebsites,KNeighborsClassifier,closest,0.04377070640140916
Decoded,decoded,MLP,Agglo,2,80,PhishingWebsites,LogisticRegression,centroid,0.015611605670953
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,PhishingWebsites,LogisticRegression,centroid,0.0082261787009562
Encoded,encoded,MLP,Agglo,3,80,PhishingWebsites,LogisticRegression,centroid,0.0163369601055061
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,LogisticRegression,centroid,-0.0094625783053082
Original,original,,Agglo,4,80,PhishingWebsites,LogisticRegression,centroid,0.0173095944609299
Decoded,decoded,GNN,Agglo,0,80,PhishingWebsites,LogisticRegression,centroid,0.0110451697988791
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,PhishingWebsites,LogisticRegression,centroid,0.0355258819650512
Encoded,encoded,GNN,Agglo,4,80,PhishingWebsites,LogisticRegression,centroid,0.0558028354764259
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,PhishingWebsites,LogisticRegression,centroid,0.0335311572700297
Original,original,,Agglo,1,80,PhishingWebsites,LogisticRegression,centroid,0.0173095944609299
Decoded,decoded,MLP,Agglo,1,80,PhishingWebsites,LogisticRegression,closest,0.0035938015166502
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,PhishingWebsites,LogisticRegression,closest,0.0123969666996373
Encoded,encoded,MLP,Agglo,4,80,PhishingWebsites,LogisticRegression,closest,0.0300197823936697
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,LogisticRegression,closest,-0.0098911968348168
Original,original,,Agglo,3,80,PhishingWebsites,LogisticRegression,closest,0.01396307286515
Decoded,decoded,GNN,Agglo,1,80,PhishingWebsites,LogisticRegression,closest,0.0269535113748764
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,PhishingWebsites,LogisticRegression,closest,0.0379327398615232
Encoded,encoded,GNN,Agglo,3,80,PhishingWebsites,LogisticRegression,closest,0.0411473788328389
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,80,PhishingWebsites,LogisticRegression,closest,0.0421200131882625
Original,original,,Agglo,0,80,PhishingWebsites,LogisticRegression,closest,0.01396307286515
Decoded,decoded,MLP,KIP,4,80,PhishingWebsites,LogisticRegression,centroid,0.05050445103857566
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,PhishingWebsites,LogisticRegression,centroid,0.03080778107484346
Encoded,encoded,MLP,KIP,3,80,PhishingWebsites,LogisticRegression,centroid,0.03126277612924504
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,PhishingWebsites,LogisticRegression,centroid,-0.0158160237388723
Original,original,,KIP,1,80,PhishingWebsites,LogisticRegression,centroid,0.0277415100560502
Decoded,decoded,GNN,KIP,4,80,PhishingWebsites,LogisticRegression,centroid,0.044141114408176765
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,PhishingWebsites,LogisticRegression,centroid,0.041153972964062056
Encoded,encoded,GNN,KIP,1,80,PhishingWebsites,LogisticRegression,centroid,0.026336960105506103
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,PhishingWebsites,LogisticRegression,centroid,0.0055687438180020195
Original,original,,KIP,2,80,PhishingWebsites,LogisticRegression,centroid,0.0277415100560502
Decoded,decoded,MLP,KMeans,3,80,PhishingWebsites,LogisticRegression,centroid,0.01100230794592816
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,PhishingWebsites,LogisticRegression,centroid,0.0109990108803165
Encoded,encoded,MLP,KMeans,4,80,PhishingWebsites,LogisticRegression,centroid,0.0199868117375536
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,LogisticRegression,centroid,-0.01985163204747758
Original,original,,KMeans,1,80,PhishingWebsites,LogisticRegression,centroid,0.004830201121002339
Decoded,decoded,GNN,KMeans,2,80,PhishingWebsites,LogisticRegression,centroid,0.013270689086712858
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,PhishingWebsites,LogisticRegression,centroid,0.012027695351137518
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,LogisticRegression,centroid,0.046861193537751464
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,PhishingWebsites,LogisticRegression,centroid,0.02520276953511378
Original,original,,KMeans,0,80,PhishingWebsites,LogisticRegression,centroid,0.004830201121002339
Decoded,decoded,MLP,KMeans,1,80,PhishingWebsites,LogisticRegression,closest,0.015483020112100242
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,PhishingWebsites,LogisticRegression,closest,0.01610286844708212
Encoded,encoded,MLP,KMeans,4,80,PhishingWebsites,LogisticRegression,closest,0.03306297395318168
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,LogisticRegression,closest,-0.004942301351796781
Original,original,,KMeans,3,80,PhishingWebsites,LogisticRegression,closest,0.01839432904714812
Decoded,decoded,GNN,KMeans,2,80,PhishingWebsites,LogisticRegression,closest,0.020989119683481737
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,LogisticRegression,closest,0.01278272337619522
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,LogisticRegression,closest,0.03421364985163204
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,PhishingWebsites,LogisticRegression,closest,0.02333992746455658
Original,original,,KMeans,1,80,PhishingWebsites,LogisticRegression,closest,0.01839432904714812
Decoded,decoded,MLP,Agglo,3,80,PhishingWebsites,MLPClassifier,centroid,0.0483514370854561
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,PhishingWebsites,MLPClassifier,centroid,0.0431125636835528
Encoded,encoded,MLP,Agglo,1,80,PhishingWebsites,MLPClassifier,centroid,0.0384023839277133
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,MLPClassifier,centroid,0.0206350732160596
Original,original,,Agglo,4,80,PhishingWebsites,MLPClassifier,centroid,0.0559614213848569
Decoded,decoded,GNN,Agglo,0,80,PhishingWebsites,MLPClassifier,centroid,0.0346694863661125
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,PhishingWebsites,MLPClassifier,centroid,0.0708289275529496
Encoded,encoded,GNN,Agglo,2,80,PhishingWebsites,MLPClassifier,centroid,0.0508667371591529
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,PhishingWebsites,MLPClassifier,centroid,0.0452914223461182
Original,original,,Agglo,3,80,PhishingWebsites,MLPClassifier,centroid,0.0559614213848569
Decoded,decoded,MLP,Agglo,2,80,PhishingWebsites,MLPClassifier,closest,0.0365439456567016
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,PhishingWebsites,MLPClassifier,closest,0.0445063923868116
Encoded,encoded,MLP,Agglo,1,80,PhishingWebsites,MLPClassifier,closest,0.0292704027684323
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,MLPClassifier,closest,0.0232945624659553
Original,original,,Agglo,4,80,PhishingWebsites,MLPClassifier,closest,0.0458040949726042
Decoded,decoded,GNN,Agglo,2,80,PhishingWebsites,MLPClassifier,closest,0.0525169021756545
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,PhishingWebsites,MLPClassifier,closest,0.0649171713287834
Encoded,encoded,GNN,Agglo,3,80,PhishingWebsites,MLPClassifier,closest,0.0554487487583709
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,PhishingWebsites,MLPClassifier,closest,0.049328719279695
Original,original,,Agglo,0,80,PhishingWebsites,MLPClassifier,closest,0.0458040949726042
Decoded,decoded,MLP,KIP,4,80,PhishingWebsites,MLPClassifier,centroid,0.07080329392162518
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,PhishingWebsites,MLPClassifier,centroid,0.06397833958153104
Encoded,encoded,MLP,KIP,2,80,PhishingWebsites,MLPClassifier,centroid,0.05056874619500788
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,PhishingWebsites,MLPClassifier,centroid,0.00956134448396304
Original,original,,KIP,1,80,PhishingWebsites,MLPClassifier,centroid,0.040760678009548586
Decoded,decoded,GNN,KIP,3,80,PhishingWebsites,MLPClassifier,centroid,0.06878784965875236
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,PhishingWebsites,MLPClassifier,centroid,0.07153705661828322
Encoded,encoded,GNN,KIP,2,80,PhishingWebsites,MLPClassifier,centroid,0.05707968855137948
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,PhishingWebsites,MLPClassifier,centroid,0.031635105258098685
Original,original,,KIP,1,80,PhishingWebsites,MLPClassifier,centroid,0.040760678009548586
Decoded,decoded,MLP,KMeans,2,80,PhishingWebsites,MLPClassifier,centroid,0.043272773879329735
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,PhishingWebsites,MLPClassifier,centroid,0.043641257329616504
Encoded,encoded,MLP,KMeans,1,80,PhishingWebsites,MLPClassifier,centroid,0.03936364510237434
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,MLPClassifier,centroid,0.016979076548431598
Original,original,,KMeans,4,80,PhishingWebsites,MLPClassifier,centroid,0.045964305168380994
Decoded,decoded,GNN,KMeans,4,80,PhishingWebsites,MLPClassifier,centroid,0.04971642795347499
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,PhishingWebsites,MLPClassifier,centroid,0.04523374667563852
Encoded,encoded,GNN,KMeans,3,80,PhishingWebsites,MLPClassifier,centroid,0.047793905604152725
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,MLPClassifier,centroid,0.04005895735204592
Original,original,,KMeans,2,80,PhishingWebsites,MLPClassifier,centroid,0.045964305168380994
Decoded,decoded,MLP,KMeans,2,80,PhishingWebsites,MLPClassifier,closest,0.04806626293697336
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,PhishingWebsites,MLPClassifier,closest,0.05005607356852192
Encoded,encoded,MLP,KMeans,1,80,PhishingWebsites,MLPClassifier,closest,0.043032458585664464
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,MLPClassifier,closest,0.018260758114646482
Original,original,,KMeans,3,80,PhishingWebsites,MLPClassifier,closest,0.04838668332852706
Decoded,decoded,GNN,KMeans,3,80,PhishingWebsites,MLPClassifier,closest,0.049796533051363466
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,PhishingWebsites,MLPClassifier,closest,0.04566311000032048
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,MLPClassifier,closest,0.05507385690025316
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,MLPClassifier,closest,0.036044089845877855
Original,original,,KMeans,2,80,PhishingWebsites,MLPClassifier,closest,0.04838668332852706
Decoded,decoded,MLP,Agglo,3,80,PhishingWebsites,XGBClassifier,centroid,0.0577861402557642
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,PhishingWebsites,XGBClassifier,centroid,0.0465765219887106
Encoded,encoded,MLP,Agglo,4,80,PhishingWebsites,XGBClassifier,centroid,0.0699524826992377
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,PhishingWebsites,XGBClassifier,centroid,0.0451095449182
Original,original,,Agglo,0,80,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,GNN,Agglo,1,80,PhishingWebsites,XGBClassifier,centroid,0.0515514877060943
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,PhishingWebsites,XGBClassifier,centroid,0.0882099690659182
Encoded,encoded,GNN,Agglo,3,80,PhishingWebsites,XGBClassifier,centroid,0.0861370666836751
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,PhishingWebsites,XGBClassifier,centroid,0.0736677615843352
Original,original,,Agglo,0,80,PhishingWebsites,XGBClassifier,centroid,0.0432598781771215
Decoded,decoded,MLP,Agglo,1,80,PhishingWebsites,XGBClassifier,closest,0.0431960965653601
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,PhishingWebsites,XGBClassifier,closest,0.059938769652709
Encoded,encoded,MLP,Agglo,3,80,PhishingWebsites,XGBClassifier,closest,0.0646107727142264
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,PhishingWebsites,XGBClassifier,closest,0.0429888063271358
Original,original,,Agglo,4,80,PhishingWebsites,XGBClassifier,closest,0.0702394999521636
Decoded,decoded,GNN,Agglo,0,80,PhishingWebsites,XGBClassifier,closest,0.0526198297030965
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,PhishingWebsites,XGBClassifier,closest,0.0756928277577573
Encoded,encoded,GNN,Agglo,4,80,PhishingWebsites,XGBClassifier,closest,0.0850049430749114
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,PhishingWebsites,XGBClassifier,closest,0.0632554134642981
Original,original,,Agglo,2,80,PhishingWebsites,XGBClassifier,closest,0.0702394999521636
Decoded,decoded,MLP,KIP,2,80,PhishingWebsites,XGBClassifier,centroid,0.09029881685110178
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,PhishingWebsites,XGBClassifier,centroid,0.07515387313837413
Encoded,encoded,MLP,KIP,3,80,PhishingWebsites,XGBClassifier,centroid,0.09247695889275116
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,PhishingWebsites,XGBClassifier,centroid,0.030583282839557257
Original,original,,KIP,4,80,PhishingWebsites,XGBClassifier,centroid,0.10520139043913637
Decoded,decoded,GNN,KIP,1,80,PhishingWebsites,XGBClassifier,centroid,0.0736932742290397
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,PhishingWebsites,XGBClassifier,centroid,0.08658353796600435
Encoded,encoded,GNN,KIP,4,80,PhishingWebsites,XGBClassifier,centroid,0.1196861944701342
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,PhishingWebsites,XGBClassifier,centroid,0.06709825557291825
Original,original,,KIP,3,80,PhishingWebsites,XGBClassifier,centroid,0.10520139043913637
Decoded,decoded,MLP,KMeans,3,80,PhishingWebsites,XGBClassifier,centroid,0.06147271741556902
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,XGBClassifier,centroid,0.05326083490129786
Encoded,encoded,MLP,KMeans,4,80,PhishingWebsites,XGBClassifier,centroid,0.07414293459195707
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,PhishingWebsites,XGBClassifier,centroid,0.0548394297923908
Original,original,,KMeans,2,80,PhishingWebsites,XGBClassifier,centroid,0.056510508020537656
Decoded,decoded,GNN,KMeans,0,80,PhishingWebsites,XGBClassifier,centroid,0.05574193959881366
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,PhishingWebsites,XGBClassifier,centroid,0.0610071116497113
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,XGBClassifier,centroid,0.09972254998883813
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,PhishingWebsites,XGBClassifier,centroid,0.07018847466275464
Original,original,,KMeans,1,80,PhishingWebsites,XGBClassifier,centroid,0.056510508020537656
Decoded,decoded,MLP,KMeans,2,80,PhishingWebsites,XGBClassifier,closest,0.061109162228529426
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,PhishingWebsites,XGBClassifier,closest,0.059619861593902444
Encoded,encoded,MLP,KMeans,4,80,PhishingWebsites,XGBClassifier,closest,0.07555569729247046
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,PhishingWebsites,XGBClassifier,closest,0.0384635009726695
Original,original,,KMeans,3,80,PhishingWebsites,XGBClassifier,closest,0.0698312976368912
Decoded,decoded,GNN,KMeans,2,80,PhishingWebsites,XGBClassifier,closest,0.06802308894345752
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,PhishingWebsites,XGBClassifier,closest,0.061035813375003925
Encoded,encoded,GNN,KMeans,4,80,PhishingWebsites,XGBClassifier,closest,0.08502088847785175
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,PhishingWebsites,XGBClassifier,closest,0.058717351787479624
Original,original,,KMeans,3,80,PhishingWebsites,XGBClassifier,closest,0.0698312976368912
Decoded,decoded,MLP,Agglo,4,80,Pol,GaussianNB,centroid,0.0775581826976073
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Pol,GaussianNB,centroid,0.0357701263202888
Encoded,encoded,MLP,Agglo,2,80,Pol,GaussianNB,centroid,-0.1035983847200821
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Pol,GaussianNB,centroid,-0.2412233833140235
Original,original,,Agglo,1,80,Pol,GaussianNB,centroid,-0.2109650060179301
Decoded,decoded,GNN,Agglo,2,80,Pol,GaussianNB,centroid,-0.0353089391570399
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,Pol,GaussianNB,centroid,-0.0227219041405609
Encoded,encoded,GNN,Agglo,4,80,Pol,GaussianNB,centroid,0.012699519690442
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Pol,GaussianNB,centroid,-0.0693130560961069
Original,original,,Agglo,0,80,Pol,GaussianNB,centroid,-0.2109650060179301
Decoded,decoded,MLP,Agglo,1,80,Pol,GaussianNB,closest,-0.1250829574470479
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,Pol,GaussianNB,closest,-0.0947120954769913
Encoded,encoded,MLP,Agglo,3,80,Pol,GaussianNB,closest,-0.1117310266476194
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Pol,GaussianNB,closest,-0.2415720858033093
Original,original,,Agglo,2,80,Pol,GaussianNB,closest,-0.1154992632253856
Decoded,decoded,GNN,Agglo,4,80,Pol,GaussianNB,closest,0.049504505011192
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Pol,GaussianNB,closest,0.0095836942216622
Encoded,encoded,GNN,Agglo,3,80,Pol,GaussianNB,closest,0.0249828460872206
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Pol,GaussianNB,closest,-0.063643828528363
Original,original,,Agglo,0,80,Pol,GaussianNB,closest,-0.1154992632253856
Decoded,decoded,MLP,KIP,3,80,Pol,GaussianNB,centroid,-0.0108997649070315
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Pol,GaussianNB,centroid,-0.10223956985860683
Encoded,encoded,MLP,KIP,2,80,Pol,GaussianNB,centroid,-0.04970922711780528
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Pol,GaussianNB,centroid,-0.21391660386272376
Original,original,,KIP,4,80,Pol,GaussianNB,centroid,0.2229041293123811
Decoded,decoded,GNN,KIP,3,80,Pol,GaussianNB,centroid,0.06381030584582835
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Pol,GaussianNB,centroid,0.06376081258928465
Encoded,encoded,GNN,KIP,1,80,Pol,GaussianNB,centroid,0.02203574762938532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Pol,GaussianNB,centroid,-0.04777899011259716
Original,original,,KIP,4,80,Pol,GaussianNB,centroid,0.2229041293123811
Decoded,decoded,MLP,KMeans,4,80,Pol,GaussianNB,centroid,0.06541208760306398
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Pol,GaussianNB,centroid,-0.0006996546720510002
Encoded,encoded,MLP,KMeans,2,80,Pol,GaussianNB,centroid,-0.11701555663040915
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,GaussianNB,centroid,-0.2448206431873658
Original,original,,KMeans,1,80,Pol,GaussianNB,centroid,-0.2114014465529072
Decoded,decoded,GNN,KMeans,4,80,Pol,GaussianNB,centroid,0.049191797617574515
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,Pol,GaussianNB,centroid,0.03875321987379208
Encoded,encoded,GNN,KMeans,2,80,Pol,GaussianNB,centroid,0.00559723737640734
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Pol,GaussianNB,centroid,-0.059337915209052815
Original,original,,KMeans,0,80,Pol,GaussianNB,centroid,-0.2114014465529072
Decoded,decoded,MLP,KMeans,3,80,Pol,GaussianNB,closest,-0.10861295148536017
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Pol,GaussianNB,closest,-0.12902891980967596
Encoded,encoded,MLP,KMeans,4,80,Pol,GaussianNB,closest,-0.10284023801757018
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,GaussianNB,closest,-0.2430726313539781
Original,original,,KMeans,1,80,Pol,GaussianNB,closest,-0.1896131652062407
Decoded,decoded,GNN,KMeans,4,80,Pol,GaussianNB,closest,0.04663614582513126
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Pol,GaussianNB,closest,0.01614829979415288
Encoded,encoded,GNN,KMeans,3,80,Pol,GaussianNB,closest,0.020024521658923843
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Pol,GaussianNB,closest,-0.049126556506676036
Original,original,,KMeans,0,80,Pol,GaussianNB,closest,-0.1896131652062407
Decoded,decoded,MLP,Agglo,4,80,Pol,KNeighborsClassifier,centroid,0.2614683882829803
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Pol,KNeighborsClassifier,centroid,0.2481551126154361
Encoded,encoded,MLP,Agglo,2,80,Pol,KNeighborsClassifier,centroid,0.1172537712590364
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Pol,KNeighborsClassifier,centroid,0.0287994651289123
Original,original,,Agglo,1,80,Pol,KNeighborsClassifier,centroid,0.0698926079144207
Decoded,decoded,GNN,Agglo,3,80,Pol,KNeighborsClassifier,centroid,0.2498349421252769
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Pol,KNeighborsClassifier,centroid,0.2567715515440224
Encoded,encoded,GNN,Agglo,2,80,Pol,KNeighborsClassifier,centroid,0.1688437591408634
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Pol,KNeighborsClassifier,centroid,0.1384981822740378
Original,original,,Agglo,0,80,Pol,KNeighborsClassifier,centroid,0.0698926079144207
Decoded,decoded,MLP,Agglo,3,80,Pol,KNeighborsClassifier,closest,0.2822698591784714
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Pol,KNeighborsClassifier,closest,0.2654130625548452
Encoded,encoded,MLP,Agglo,1,80,Pol,KNeighborsClassifier,closest,0.130433329154653
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Pol,KNeighborsClassifier,closest,0.0429066900672767
Original,original,,Agglo,4,80,Pol,KNeighborsClassifier,closest,0.282980234841837
Decoded,decoded,GNN,Agglo,2,80,Pol,KNeighborsClassifier,closest,0.2269441310434165
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Pol,KNeighborsClassifier,closest,0.3068404997701726
Encoded,encoded,GNN,Agglo,1,80,Pol,KNeighborsClassifier,closest,0.1873135263883666
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,Pol,KNeighborsClassifier,closest,0.1446324850612177
Original,original,,Agglo,3,80,Pol,KNeighborsClassifier,closest,0.282980234841837
Decoded,decoded,MLP,KIP,2,80,Pol,KNeighborsClassifier,centroid,0.2937261292883708
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,Pol,KNeighborsClassifier,centroid,0.30001253604111827
Encoded,encoded,MLP,KIP,1,80,Pol,KNeighborsClassifier,centroid,0.1975847227445573
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Pol,KNeighborsClassifier,centroid,0.08420208098282565
Original,original,,KIP,4,80,Pol,KNeighborsClassifier,centroid,0.39388575487860933
Decoded,decoded,GNN,KIP,2,80,Pol,KNeighborsClassifier,centroid,0.32776064518824954
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,Pol,KNeighborsClassifier,centroid,0.32941373114370487
Encoded,encoded,GNN,KIP,1,80,Pol,KNeighborsClassifier,centroid,0.2689950273703564
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Pol,KNeighborsClassifier,centroid,0.21910994108060677
Original,original,,KIP,4,80,Pol,KNeighborsClassifier,centroid,0.39388575487860933
Decoded,decoded,MLP,KMeans,3,80,Pol,KNeighborsClassifier,centroid,0.24887551711169614
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,Pol,KNeighborsClassifier,centroid,0.25306255484517987
Encoded,encoded,MLP,KMeans,2,80,Pol,KNeighborsClassifier,centroid,0.09868873009903475
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,KNeighborsClassifier,centroid,0.03063975596506622
Original,original,,KMeans,1,80,Pol,KNeighborsClassifier,centroid,0.08314738205674646
Decoded,decoded,GNN,KMeans,3,80,Pol,KNeighborsClassifier,centroid,0.24952404830554514
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Pol,KNeighborsClassifier,centroid,0.261535247168944
Encoded,encoded,GNN,KMeans,2,80,Pol,KNeighborsClassifier,centroid,0.18036855960887552
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Pol,KNeighborsClassifier,centroid,0.14356441435794579
Original,original,,KMeans,0,80,Pol,KNeighborsClassifier,centroid,0.08314738205674646
Decoded,decoded,MLP,KMeans,4,80,Pol,KNeighborsClassifier,closest,0.26217374952989847
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Pol,KNeighborsClassifier,closest,0.2563670552839413
Encoded,encoded,MLP,KMeans,1,80,Pol,KNeighborsClassifier,closest,0.13400526513726968
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,KNeighborsClassifier,closest,0.039879654005265136
Original,original,,KMeans,2,80,Pol,KNeighborsClassifier,closest,0.2559692449124567
Decoded,decoded,GNN,KMeans,2,80,Pol,KNeighborsClassifier,closest,0.24276962935105098
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Pol,KNeighborsClassifier,closest,0.2754017801178388
Encoded,encoded,GNN,KMeans,1,80,Pol,KNeighborsClassifier,closest,0.18813421921357235
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,Pol,KNeighborsClassifier,closest,0.14297772763361333
Original,original,,KMeans,3,80,Pol,KNeighborsClassifier,closest,0.2559692449124567
Decoded,decoded,MLP,Agglo,4,80,Pol,LogisticRegression,centroid,0.0994905100498292
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,Pol,LogisticRegression,centroid,0.0212847358303939
Encoded,encoded,MLP,Agglo,3,80,Pol,LogisticRegression,centroid,0.0954967060448277
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Pol,LogisticRegression,centroid,-0.0124293152679021
Original,original,,Agglo,0,80,Pol,LogisticRegression,centroid,-0.0312692458428979
Decoded,decoded,GNN,Agglo,1,80,Pol,LogisticRegression,centroid,0.0593565123266707
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Pol,LogisticRegression,centroid,0.1221376182744527
Encoded,encoded,GNN,Agglo,4,80,Pol,LogisticRegression,centroid,0.1772670436519045
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Pol,LogisticRegression,centroid,0.1292947390030419
Original,original,,Agglo,0,80,Pol,LogisticRegression,centroid,-0.0312692458428979
Decoded,decoded,MLP,Agglo,2,80,Pol,LogisticRegression,closest,0.0014650168896851
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,Pol,LogisticRegression,closest,-0.0159285594311628
Encoded,encoded,MLP,Agglo,4,80,Pol,LogisticRegression,closest,0.1356866916745982
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Pol,LogisticRegression,closest,-0.0132411399137786
Original,original,,Agglo,3,80,Pol,LogisticRegression,closest,0.0258197562659799
Decoded,decoded,GNN,Agglo,1,80,Pol,LogisticRegression,closest,0.0400593471810088
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Pol,LogisticRegression,closest,0.0901405296455966
Encoded,encoded,GNN,Agglo,4,80,Pol,LogisticRegression,closest,0.1663214079092249
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Pol,LogisticRegression,closest,0.1257954948397811
Original,original,,Agglo,0,80,Pol,LogisticRegression,closest,0.0258197562659799
Decoded,decoded,MLP,KIP,2,80,Pol,LogisticRegression,centroid,0.06504488363846742
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Pol,LogisticRegression,centroid,0.0089170072597652
Encoded,encoded,MLP,KIP,3,80,Pol,LogisticRegression,centroid,0.1787022003247298
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Pol,LogisticRegression,centroid,-0.0043390627624433
Original,original,,KIP,4,80,Pol,LogisticRegression,centroid,0.40363921392979113
Decoded,decoded,GNN,KIP,0,80,Pol,LogisticRegression,centroid,0.09212623406677482
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,Pol,LogisticRegression,centroid,0.09872347572924241
Encoded,encoded,GNN,KIP,3,80,Pol,LogisticRegression,centroid,0.1748147733422914
Encoded-FT,encoded,GNN-MultiHead,KIP,2,80,Pol,LogisticRegression,centroid,0.11499542765429331
Original,original,,KIP,4,80,Pol,LogisticRegression,centroid,0.40363921392979113
Decoded,decoded,MLP,KMeans,3,80,Pol,LogisticRegression,centroid,0.09535300375118964
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,Pol,LogisticRegression,centroid,0.04945411791053127
Encoded,encoded,MLP,KMeans,4,80,Pol,LogisticRegression,centroid,0.14135640035085748
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Pol,LogisticRegression,centroid,-0.007218707425862619
Original,original,,KMeans,0,80,Pol,LogisticRegression,centroid,-0.03442883003937808
Decoded,decoded,GNN,KMeans,1,80,Pol,LogisticRegression,centroid,0.052805927253046635
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Pol,LogisticRegression,centroid,0.10435772539798063
Encoded,encoded,GNN,KMeans,4,80,Pol,LogisticRegression,centroid,0.16377209189481728
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Pol,LogisticRegression,centroid,0.13106022432487915
Original,original,,KMeans,0,80,Pol,LogisticRegression,centroid,-0.03442883003937808
Decoded,decoded,MLP,KMeans,3,80,Pol,LogisticRegression,closest,-0.0038426366571487403
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,Pol,LogisticRegression,closest,-0.01196461564302106
Encoded,encoded,MLP,KMeans,4,80,Pol,LogisticRegression,closest,0.15904111378608884
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,LogisticRegression,closest,-0.0177388350782897
Original,original,,KMeans,2,80,Pol,LogisticRegression,closest,-0.00651139353899558
Decoded,decoded,GNN,KMeans,1,80,Pol,LogisticRegression,closest,0.03912248287703184
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Pol,LogisticRegression,closest,0.08186365078476379
Encoded,encoded,GNN,KMeans,4,80,Pol,LogisticRegression,closest,0.15666909280928645
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Pol,LogisticRegression,closest,0.12989007707668473
Original,original,,KMeans,0,80,Pol,LogisticRegression,closest,-0.00651139353899558
Decoded,decoded,MLP,Agglo,4,80,Pol,MLPClassifier,centroid,0.2573020442489326
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,Pol,MLPClassifier,centroid,0.2212527493854315
Encoded,encoded,MLP,Agglo,2,80,Pol,MLPClassifier,centroid,0.1532458920947082
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Pol,MLPClassifier,centroid,0.074847975158494
Original,original,,Agglo,1,80,Pol,MLPClassifier,centroid,0.0964629965066632
Decoded,decoded,GNN,Agglo,2,80,Pol,MLPClassifier,centroid,0.1854703066373399
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Pol,MLPClassifier,centroid,0.2536874110492949
Encoded,encoded,GNN,Agglo,3,80,Pol,MLPClassifier,centroid,0.2114358261094579
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Pol,MLPClassifier,centroid,0.1728878250743951
Original,original,,Agglo,0,80,Pol,MLPClassifier,centroid,0.0964629965066632
Decoded,decoded,MLP,Agglo,4,80,Pol,MLPClassifier,closest,0.1605236770604218
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Pol,MLPClassifier,closest,0.146137922111528
Encoded,encoded,MLP,Agglo,3,80,Pol,MLPClassifier,closest,0.1592945400439901
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,Pol,MLPClassifier,closest,0.0857080476128866
Original,original,,Agglo,2,80,Pol,MLPClassifier,closest,0.156173178936473
Decoded,decoded,GNN,Agglo,2,80,Pol,MLPClassifier,closest,0.1919151895458662
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,Pol,MLPClassifier,closest,0.2749385431491785
Encoded,encoded,GNN,Agglo,3,80,Pol,MLPClassifier,closest,0.2157701513779273
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Pol,MLPClassifier,closest,0.1694187475740717
Original,original,,Agglo,0,80,Pol,MLPClassifier,closest,0.156173178936473
Decoded,decoded,MLP,KIP,4,80,Pol,MLPClassifier,centroid,0.21168488808384014
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,Pol,MLPClassifier,centroid,0.1624482468624661
Encoded,encoded,MLP,KIP,3,80,Pol,MLPClassifier,centroid,0.18887792728684172
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Pol,MLPClassifier,centroid,0.07976614050976845
Original,original,,KIP,1,80,Pol,MLPClassifier,centroid,0.1418343252684694
Decoded,decoded,GNN,KIP,3,80,Pol,MLPClassifier,centroid,0.24489261223961706
Decoded-FT,decoded,GNN-MultiHead,KIP,4,80,Pol,MLPClassifier,centroid,0.260722603182818
Encoded,encoded,GNN,KIP,2,80,Pol,MLPClassifier,centroid,0.22763617544313625
Encoded-FT,encoded,GNN-MultiHead,KIP,1,80,Pol,MLPClassifier,centroid,0.1862013197050071
Original,original,,KIP,0,80,Pol,MLPClassifier,centroid,0.1418343252684694
Decoded,decoded,MLP,KMeans,4,80,Pol,MLPClassifier,centroid,0.26642353473929364
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Pol,MLPClassifier,centroid,0.21918909302626471
Encoded,encoded,MLP,KMeans,2,80,Pol,MLPClassifier,centroid,0.14492819252167166
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,MLPClassifier,centroid,0.07745827403286323
Original,original,,KMeans,1,80,Pol,MLPClassifier,centroid,0.09269472117997156
Decoded,decoded,GNN,KMeans,2,80,Pol,MLPClassifier,centroid,0.1828276620520119
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Pol,MLPClassifier,centroid,0.24240360978134304
Encoded,encoded,GNN,KMeans,3,80,Pol,MLPClassifier,centroid,0.21418359425540173
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Pol,MLPClassifier,centroid,0.17493207400698663
Original,original,,KMeans,0,80,Pol,MLPClassifier,centroid,0.09269472117997156
Decoded,decoded,MLP,KMeans,4,80,Pol,MLPClassifier,closest,0.15916515720015528
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,Pol,MLPClassifier,closest,0.14603926769310388
Encoded,encoded,MLP,KMeans,2,80,Pol,MLPClassifier,closest,0.1371668391771251
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,Pol,MLPClassifier,closest,0.06891253719756765
Original,original,,KMeans,1,80,Pol,MLPClassifier,closest,0.12990037521024717
Decoded,decoded,GNN,KMeans,2,80,Pol,MLPClassifier,closest,0.18498026911631515
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,Pol,MLPClassifier,closest,0.23416677448570322
Encoded,encoded,GNN,KMeans,3,80,Pol,MLPClassifier,closest,0.20911987320481304
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,Pol,MLPClassifier,closest,0.17501455556993145
Original,original,,KMeans,0,80,Pol,MLPClassifier,closest,0.12990037521024717
Decoded,decoded,MLP,Agglo,2,80,Pol,XGBClassifier,centroid,0.1270526247737263
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,Pol,XGBClassifier,centroid,0.0679709723299715
Encoded,encoded,MLP,Agglo,3,80,Pol,XGBClassifier,centroid,0.1818108352728212
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,Pol,XGBClassifier,centroid,0.0977017067494181
Original,original,,Agglo,4,80,Pol,XGBClassifier,centroid,0.4077288595810705
Decoded,decoded,GNN,Agglo,0,80,Pol,XGBClassifier,centroid,0.1515790664597879
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Pol,XGBClassifier,centroid,0.1983853762606671
Encoded,encoded,GNN,Agglo,3,80,Pol,XGBClassifier,centroid,0.2275504266873544
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,Pol,XGBClassifier,centroid,0.189762735971037
Original,original,,Agglo,4,80,Pol,XGBClassifier,centroid,0.4077288595810705
Decoded,decoded,MLP,Agglo,2,80,Pol,XGBClassifier,closest,0.0993502715283165
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,Pol,XGBClassifier,closest,0.0946066071890354
Encoded,encoded,MLP,Agglo,4,80,Pol,XGBClassifier,closest,0.168056633048875
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,Pol,XGBClassifier,closest,0.1119731057667441
Original,original,,Agglo,0,80,Pol,XGBClassifier,closest,0.0886588440651667
Decoded,decoded,GNN,Agglo,1,80,Pol,XGBClassifier,closest,0.1482496121024049
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,Pol,XGBClassifier,closest,0.1771318205327126
Encoded,encoded,GNN,Agglo,4,80,Pol,XGBClassifier,closest,0.2403348849237134
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,Pol,XGBClassifier,closest,0.192979053529868
Original,original,,Agglo,0,80,Pol,XGBClassifier,closest,0.0886588440651667
Decoded,decoded,MLP,KIP,2,80,Pol,XGBClassifier,centroid,0.19075510731833453
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,Pol,XGBClassifier,centroid,0.14473105766744238
Encoded,encoded,MLP,KIP,3,80,Pol,XGBClassifier,centroid,0.23545384018619075
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,Pol,XGBClassifier,centroid,0.10712923454874568
Original,original,,KIP,4,80,Pol,XGBClassifier,centroid,0.3458381820532712
Decoded,decoded,GNN,KIP,1,80,Pol,XGBClassifier,centroid,0.25295448668218246
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,Pol,XGBClassifier,centroid,0.25421838634600463
Encoded,encoded,GNN,KIP,3,80,Pol,XGBClassifier,centroid,0.2620716964054822
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,Pol,XGBClassifier,centroid,0.2252133436772691
Original,original,,KIP,4,80,Pol,XGBClassifier,centroid,0.3458381820532712
Decoded,decoded,MLP,KMeans,2,80,Pol,XGBClassifier,centroid,0.12829066459787947
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,Pol,XGBClassifier,centroid,0.09965735712438571
Encoded,encoded,MLP,KMeans,3,80,Pol,XGBClassifier,centroid,0.16411139125937407
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Pol,XGBClassifier,centroid,0.10132046806309794
Original,original,,KMeans,4,80,Pol,XGBClassifier,centroid,0.4910880527540729
Decoded,decoded,GNN,KMeans,0,80,Pol,XGBClassifier,centroid,0.14552139901732603
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,Pol,XGBClassifier,centroid,0.18867177398500118
Encoded,encoded,GNN,KMeans,3,80,Pol,XGBClassifier,centroid,0.22472362296353757
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,Pol,XGBClassifier,centroid,0.19228407033876382
Original,original,,KMeans,4,80,Pol,XGBClassifier,centroid,0.4910880527540729
Decoded,decoded,MLP,KMeans,2,80,Pol,XGBClassifier,closest,0.09906419705197819
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,Pol,XGBClassifier,closest,0.08297291181794664
Encoded,encoded,MLP,KMeans,4,80,Pol,XGBClassifier,closest,0.15646172743728984
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,Pol,XGBClassifier,closest,0.09280934833204024
Original,original,,KMeans,3,80,Pol,XGBClassifier,closest,0.11433119989656056
Decoded,decoded,GNN,KMeans,1,80,Pol,XGBClassifier,closest,0.14864397465735704
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,Pol,XGBClassifier,closest,0.19012800620636147
Encoded,encoded,GNN,KMeans,4,80,Pol,XGBClassifier,closest,0.2411801784328936
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,Pol,XGBClassifier,closest,0.1902201318851823
Original,original,,KMeans,0,80,Pol,XGBClassifier,closest,0.11433119989656056
Decoded,decoded,MLP,Agglo,3,80,RoadSafety,GaussianNB,centroid,0.0355644176670368
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,GaussianNB,centroid,0.108687431043242
Encoded,encoded,MLP,Agglo,1,80,RoadSafety,GaussianNB,centroid,-0.0955340029717471
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,GaussianNB,centroid,-0.1906016662252112
Original,original,,Agglo,2,80,RoadSafety,GaussianNB,centroid,0.0269525756586976
Decoded,decoded,GNN,Agglo,3,80,RoadSafety,GaussianNB,centroid,0.0334801378391373
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,RoadSafety,GaussianNB,centroid,0.1230369313693253
Encoded,encoded,GNN,Agglo,0,80,RoadSafety,GaussianNB,centroid,-0.1252604887158108
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,RoadSafety,GaussianNB,centroid,-0.0976547079418726
Original,original,,Agglo,2,80,RoadSafety,GaussianNB,centroid,0.0269525756586976
Decoded,decoded,MLP,Agglo,3,80,RoadSafety,GaussianNB,closest,0.0636568698594256
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,GaussianNB,closest,0.1158929593172828
Encoded,encoded,MLP,Agglo,1,80,RoadSafety,GaussianNB,closest,-0.1020393471286924
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,GaussianNB,closest,-0.1945124800942148
Original,original,,Agglo,2,80,RoadSafety,GaussianNB,closest,0.0113488732787807
Decoded,decoded,GNN,Agglo,3,80,RoadSafety,GaussianNB,closest,0.1399618241587064
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,RoadSafety,GaussianNB,closest,0.1492320765795695
Encoded,encoded,GNN,Agglo,0,80,RoadSafety,GaussianNB,closest,-0.1040417032181606
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,RoadSafety,GaussianNB,closest,-0.0978585263712657
Original,original,,Agglo,2,80,RoadSafety,GaussianNB,closest,0.0113488732787807
Decoded,decoded,MLP,KIP,4,80,RoadSafety,GaussianNB,centroid,0.12756981169216264
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,RoadSafety,GaussianNB,centroid,0.07667815978796576
Encoded,encoded,MLP,KIP,1,80,RoadSafety,GaussianNB,centroid,0.005558674886993139
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,RoadSafety,GaussianNB,centroid,-0.17794597441051968
Original,original,,KIP,2,80,RoadSafety,GaussianNB,centroid,0.020932164637440444
Decoded,decoded,GNN,KIP,4,80,RoadSafety,GaussianNB,centroid,0.158166186183503
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,RoadSafety,GaussianNB,centroid,0.1292402751615654
Encoded,encoded,GNN,KIP,1,80,RoadSafety,GaussianNB,centroid,-0.0312507185638307
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,RoadSafety,GaussianNB,centroid,-0.11009977862443705
Original,original,,KIP,2,80,RoadSafety,GaussianNB,centroid,0.020932164637440444
Decoded,decoded,MLP,KMeans,3,80,RoadSafety,GaussianNB,centroid,0.06963476697328652
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,GaussianNB,centroid,0.08843894877540964
Encoded,encoded,MLP,KMeans,1,80,RoadSafety,GaussianNB,centroid,-0.10680171420468068
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,GaussianNB,centroid,-0.195447327608732
Original,original,,KMeans,2,80,RoadSafety,GaussianNB,centroid,0.025824604451727816
Decoded,decoded,GNN,KMeans,2,80,RoadSafety,GaussianNB,centroid,0.019615467975447103
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,RoadSafety,GaussianNB,centroid,0.1295026842261561
Encoded,encoded,GNN,KMeans,1,80,RoadSafety,GaussianNB,centroid,-0.10114260573313824
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,GaussianNB,centroid,-0.1219880615790488
Original,original,,KMeans,3,80,RoadSafety,GaussianNB,centroid,0.025824604451727816
Decoded,decoded,MLP,KMeans,2,80,RoadSafety,GaussianNB,closest,0.062216786162065794
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,RoadSafety,GaussianNB,closest,0.08609917242220125
Encoded,encoded,MLP,KMeans,1,80,RoadSafety,GaussianNB,closest,-0.11489208571080697
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,GaussianNB,closest,-0.20259850828118617
Original,original,,KMeans,4,80,RoadSafety,GaussianNB,closest,0.10476027540607107
Decoded,decoded,GNN,KMeans,2,80,RoadSafety,GaussianNB,closest,0.10393276685213207
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,RoadSafety,GaussianNB,closest,0.10975843289797552
Encoded,encoded,GNN,KMeans,1,80,RoadSafety,GaussianNB,closest,-0.08106750761985079
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,GaussianNB,closest,-0.1093015677758478
Original,original,,KMeans,3,80,RoadSafety,GaussianNB,closest,0.10476027540607107
Decoded,decoded,MLP,Agglo,2,80,RoadSafety,KNeighborsClassifier,centroid,0.1061251516097578
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,KNeighborsClassifier,centroid,0.1432307251559822
Encoded,encoded,MLP,Agglo,3,80,RoadSafety,KNeighborsClassifier,centroid,0.1184944157594564
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,KNeighborsClassifier,centroid,-0.025740273793397
Original,original,,Agglo,1,80,RoadSafety,KNeighborsClassifier,centroid,0.1003920712221065
Decoded,decoded,GNN,Agglo,4,80,RoadSafety,KNeighborsClassifier,centroid,0.1570304486271929
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,RoadSafety,KNeighborsClassifier,centroid,0.1206519025690447
Encoded,encoded,GNN,Agglo,3,80,RoadSafety,KNeighborsClassifier,centroid,0.1319465936626488
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,RoadSafety,KNeighborsClassifier,centroid,-0.023916028552961
Original,original,,Agglo,1,80,RoadSafety,KNeighborsClassifier,centroid,0.1003920712221065
Decoded,decoded,MLP,Agglo,3,80,RoadSafety,KNeighborsClassifier,closest,0.1299483032282531
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,KNeighborsClassifier,closest,0.1638261655621896
Encoded,encoded,MLP,Agglo,2,80,RoadSafety,KNeighborsClassifier,closest,0.1102718254084803
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,KNeighborsClassifier,closest,-0.0112079854827487
Original,original,,Agglo,1,80,RoadSafety,KNeighborsClassifier,closest,0.0874399389302456
Decoded,decoded,GNN,Agglo,3,80,RoadSafety,KNeighborsClassifier,closest,0.1396695940698472
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,RoadSafety,KNeighborsClassifier,closest,0.175292237185145
Encoded,encoded,GNN,Agglo,2,80,RoadSafety,KNeighborsClassifier,closest,0.1330266941642882
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,RoadSafety,KNeighborsClassifier,closest,-0.0176863695897144
Original,original,,Agglo,1,80,RoadSafety,KNeighborsClassifier,closest,0.0874399389302456
Decoded,decoded,MLP,KIP,3,80,RoadSafety,KNeighborsClassifier,centroid,0.24381228473979957
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,RoadSafety,KNeighborsClassifier,centroid,0.22325146318070943
Encoded,encoded,MLP,KIP,1,80,RoadSafety,KNeighborsClassifier,centroid,0.19833904818041492
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,RoadSafety,KNeighborsClassifier,centroid,0.05472016360921822
Original,original,,KIP,4,80,RoadSafety,KNeighborsClassifier,centroid,0.2622431517153738
Decoded,decoded,GNN,KIP,2,80,RoadSafety,KNeighborsClassifier,centroid,0.23346883928824283
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,RoadSafety,KNeighborsClassifier,centroid,0.23995383057474
Encoded,encoded,GNN,KIP,1,80,RoadSafety,KNeighborsClassifier,centroid,0.18660256361933797
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,RoadSafety,KNeighborsClassifier,centroid,0.031256676334512255
Original,original,,KIP,4,80,RoadSafety,KNeighborsClassifier,centroid,0.2622431517153738
Decoded,decoded,MLP,KMeans,2,80,RoadSafety,KNeighborsClassifier,centroid,0.09771581086472111
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,KNeighborsClassifier,centroid,0.12518014643391936
Encoded,encoded,MLP,KMeans,1,80,RoadSafety,KNeighborsClassifier,centroid,0.0953769980861269
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,KNeighborsClassifier,centroid,-0.027999639943385855
Original,original,,KMeans,3,80,RoadSafety,KNeighborsClassifier,centroid,0.11995607840259512
Decoded,decoded,GNN,KMeans,4,80,RoadSafety,KNeighborsClassifier,centroid,0.17717650176708366
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,RoadSafety,KNeighborsClassifier,centroid,0.12279144400166206
Encoded,encoded,GNN,KMeans,3,80,RoadSafety,KNeighborsClassifier,centroid,0.13541690029947354
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,KNeighborsClassifier,centroid,-0.01722139651189068
Original,original,,KMeans,1,80,RoadSafety,KNeighborsClassifier,centroid,0.11995607840259512
Decoded,decoded,MLP,KMeans,3,80,RoadSafety,KNeighborsClassifier,closest,0.11727922567738958
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,KNeighborsClassifier,closest,0.16203374969097556
Encoded,encoded,MLP,KMeans,1,80,RoadSafety,KNeighborsClassifier,closest,0.09300191218907823
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,KNeighborsClassifier,closest,-0.01049581870042008
Original,original,,KMeans,2,80,RoadSafety,KNeighborsClassifier,closest,0.09820104133706088
Decoded,decoded,GNN,KMeans,3,80,RoadSafety,KNeighborsClassifier,closest,0.1543339903101898
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,RoadSafety,KNeighborsClassifier,closest,0.17532810614629055
Encoded,encoded,GNN,KMeans,2,80,RoadSafety,KNeighborsClassifier,closest,0.1484740956611226
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,KNeighborsClassifier,closest,-0.011408003727281402
Original,original,,KMeans,1,80,RoadSafety,KNeighborsClassifier,closest,0.09820104133706088
Decoded,decoded,MLP,Agglo,1,80,RoadSafety,LogisticRegression,centroid,0.0137709557972501
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,LogisticRegression,centroid,0.105051542978375
Encoded,encoded,MLP,Agglo,2,80,RoadSafety,LogisticRegression,centroid,0.0199898713244408
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,RoadSafety,LogisticRegression,centroid,0.0389413639547109
Original,original,,Agglo,0,80,RoadSafety,LogisticRegression,centroid,-0.0022491201780374
Decoded,decoded,GNN,Agglo,4,80,RoadSafety,LogisticRegression,centroid,0.1625462048681921
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,RoadSafety,LogisticRegression,centroid,0.1092167757404622
Encoded,encoded,GNN,Agglo,2,80,RoadSafety,LogisticRegression,centroid,0.0446556627660022
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,RoadSafety,LogisticRegression,centroid,0.024399230503128
Original,original,,Agglo,0,80,RoadSafety,LogisticRegression,centroid,-0.0022491201780374
Decoded,decoded,MLP,Agglo,2,80,RoadSafety,LogisticRegression,closest,0.029864271762361
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,LogisticRegression,closest,0.0848010884366889
Encoded,encoded,MLP,Agglo,3,80,RoadSafety,LogisticRegression,closest,0.0302857269166553
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,RoadSafety,LogisticRegression,closest,0.01686761153274
Original,original,,Agglo,0,80,RoadSafety,LogisticRegression,closest,0.0033753063311097
Decoded,decoded,GNN,Agglo,3,80,RoadSafety,LogisticRegression,closest,0.0926088905150216
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,RoadSafety,LogisticRegression,closest,0.1020222321052502
Encoded,encoded,GNN,Agglo,2,80,RoadSafety,LogisticRegression,closest,0.0603229189763874
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,RoadSafety,LogisticRegression,closest,0.0335714293752426
Original,original,,Agglo,0,80,RoadSafety,LogisticRegression,closest,0.0033753063311097
Decoded,decoded,MLP,KIP,4,80,RoadSafety,LogisticRegression,centroid,0.14831714501393056
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,RoadSafety,LogisticRegression,centroid,0.11593136514746742
Encoded,encoded,MLP,KIP,1,80,RoadSafety,LogisticRegression,centroid,0.10525220857439983
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,RoadSafety,LogisticRegression,centroid,-0.00434657761988888
Original,original,,KIP,3,80,RoadSafety,LogisticRegression,centroid,0.1270227449606906
Decoded,decoded,GNN,KIP,4,80,RoadSafety,LogisticRegression,centroid,0.1745553104552211
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,RoadSafety,LogisticRegression,centroid,0.1363555225621136
Encoded,encoded,GNN,KIP,1,80,RoadSafety,LogisticRegression,centroid,0.09064249280347925
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,RoadSafety,LogisticRegression,centroid,-0.008086698390298842
Original,original,,KIP,2,80,RoadSafety,LogisticRegression,centroid,0.1270227449606906
Decoded,decoded,MLP,KMeans,2,80,RoadSafety,LogisticRegression,centroid,0.01850606464592628
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,LogisticRegression,centroid,0.09270050967454935
Encoded,encoded,MLP,KMeans,3,80,RoadSafety,LogisticRegression,centroid,0.023520507553335818
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,RoadSafety,LogisticRegression,centroid,0.012026427556993161
Original,original,,KMeans,0,80,RoadSafety,LogisticRegression,centroid,0.0009844759613168797
Decoded,decoded,GNN,KMeans,4,80,RoadSafety,LogisticRegression,centroid,0.2082248508571468
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,RoadSafety,LogisticRegression,centroid,0.12330826954335658
Encoded,encoded,GNN,KMeans,2,80,RoadSafety,LogisticRegression,centroid,0.035567967603600543
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,RoadSafety,LogisticRegression,centroid,0.0017083687053885597
Original,original,,KMeans,0,80,RoadSafety,LogisticRegression,centroid,0.0009844759613168797
Decoded,decoded,MLP,KMeans,2,80,RoadSafety,LogisticRegression,closest,0.02066901891544036
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,LogisticRegression,closest,0.08493174758740865
Encoded,encoded,MLP,KMeans,3,80,RoadSafety,LogisticRegression,closest,0.03383539274087624
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,LogisticRegression,closest,-0.0023067169154529998
Original,original,,KMeans,1,80,RoadSafety,LogisticRegression,closest,0.02061809368654242
Decoded,decoded,GNN,KMeans,3,80,RoadSafety,LogisticRegression,closest,0.0950086802396452
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,RoadSafety,LogisticRegression,closest,0.09839572107490405
Encoded,encoded,GNN,KMeans,2,80,RoadSafety,LogisticRegression,closest,0.04997079434096244
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,LogisticRegression,closest,0.019223263168204684
Original,original,,KMeans,1,80,RoadSafety,LogisticRegression,closest,0.02061809368654242
Decoded,decoded,MLP,Agglo,3,80,RoadSafety,MLPClassifier,centroid,0.1657791646323574
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,MLPClassifier,centroid,0.2218853100318447
Encoded,encoded,MLP,Agglo,1,80,RoadSafety,MLPClassifier,centroid,0.1207683795581674
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,MLPClassifier,centroid,0.0868252752310239
Original,original,,Agglo,2,80,RoadSafety,MLPClassifier,centroid,0.122544226035365
Decoded,decoded,GNN,Agglo,4,80,RoadSafety,MLPClassifier,centroid,0.2252364667015595
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,RoadSafety,MLPClassifier,centroid,0.2235253965249464
Encoded,encoded,GNN,Agglo,2,80,RoadSafety,MLPClassifier,centroid,0.1523893877105733
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,RoadSafety,MLPClassifier,centroid,0.0965648158415215
Original,original,,Agglo,1,80,RoadSafety,MLPClassifier,centroid,0.122544226035365
Decoded,decoded,MLP,Agglo,3,80,RoadSafety,MLPClassifier,closest,0.1687887861127873
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,MLPClassifier,closest,0.2037171026460034
Encoded,encoded,MLP,Agglo,2,80,RoadSafety,MLPClassifier,closest,0.1329823139762168
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,MLPClassifier,closest,0.0925432341453801
Original,original,,Agglo,1,80,RoadSafety,MLPClassifier,closest,0.1106393141397116
Decoded,decoded,GNN,Agglo,4,80,RoadSafety,MLPClassifier,closest,0.2014927197175129
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,RoadSafety,MLPClassifier,closest,0.1940549283475238
Encoded,encoded,GNN,Agglo,2,80,RoadSafety,MLPClassifier,closest,0.169944355469906
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,RoadSafety,MLPClassifier,closest,0.1110201689031661
Original,original,,Agglo,0,80,RoadSafety,MLPClassifier,closest,0.1106393141397116
Decoded,decoded,MLP,KIP,4,80,RoadSafety,MLPClassifier,centroid,0.24249464223531744
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,RoadSafety,MLPClassifier,centroid,0.21925116419789598
Encoded,encoded,MLP,KIP,2,80,RoadSafety,MLPClassifier,centroid,0.20626359617470982
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,RoadSafety,MLPClassifier,centroid,0.09058309203707862
Original,original,,KIP,1,80,RoadSafety,MLPClassifier,centroid,0.16134442395587892
Decoded,decoded,GNN,KIP,4,80,RoadSafety,MLPClassifier,centroid,0.26697139536489445
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,RoadSafety,MLPClassifier,centroid,0.2438840574502235
Encoded,encoded,GNN,KIP,2,80,RoadSafety,MLPClassifier,centroid,0.1869793124068096
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,RoadSafety,MLPClassifier,centroid,0.08371697388661906
Original,original,,KIP,1,80,RoadSafety,MLPClassifier,centroid,0.16134442395587892
Decoded,decoded,MLP,KMeans,3,80,RoadSafety,MLPClassifier,centroid,0.164130950433706
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,MLPClassifier,centroid,0.20424811889088135
Encoded,encoded,MLP,KMeans,1,80,RoadSafety,MLPClassifier,centroid,0.12387752392604837
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,MLPClassifier,centroid,0.07378963457810009
Original,original,,KMeans,2,80,RoadSafety,MLPClassifier,centroid,0.143543256447686
Decoded,decoded,GNN,KMeans,4,80,RoadSafety,MLPClassifier,centroid,0.2630427048945038
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,RoadSafety,MLPClassifier,centroid,0.22360102698337356
Encoded,encoded,GNN,KMeans,2,80,RoadSafety,MLPClassifier,centroid,0.14391472911617315
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,MLPClassifier,centroid,0.07154717921854514
Original,original,,KMeans,1,80,RoadSafety,MLPClassifier,centroid,0.143543256447686
Decoded,decoded,MLP,KMeans,3,80,RoadSafety,MLPClassifier,closest,0.15010185180897972
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,RoadSafety,MLPClassifier,closest,0.20061724444919293
Encoded,encoded,MLP,KMeans,1,80,RoadSafety,MLPClassifier,closest,0.12975185170475476
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,MLPClassifier,closest,0.07303142442872837
Original,original,,KMeans,2,80,RoadSafety,MLPClassifier,closest,0.14365506312797743
Decoded,decoded,GNN,KMeans,3,80,RoadSafety,MLPClassifier,closest,0.1997842155051349
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,RoadSafety,MLPClassifier,closest,0.20211681165717352
Encoded,encoded,GNN,KMeans,2,80,RoadSafety,MLPClassifier,closest,0.14987134115129064
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,MLPClassifier,closest,0.09161623483173398
Original,original,,KMeans,1,80,RoadSafety,MLPClassifier,closest,0.14365506312797743
Decoded,decoded,MLP,Agglo,2,80,RoadSafety,XGBClassifier,centroid,0.1348223541588937
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,RoadSafety,XGBClassifier,centroid,0.1369454606834859
Encoded,encoded,MLP,Agglo,4,80,RoadSafety,XGBClassifier,centroid,0.1670851299071599
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,RoadSafety,XGBClassifier,centroid,0.1187491794267156
Original,original,,Agglo,1,80,RoadSafety,XGBClassifier,centroid,0.1281146255767578
Decoded,decoded,GNN,Agglo,4,80,RoadSafety,XGBClassifier,centroid,0.3533640966549015
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,RoadSafety,XGBClassifier,centroid,0.2078224242089954
Encoded,encoded,GNN,Agglo,2,80,RoadSafety,XGBClassifier,centroid,0.1988299671538214
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,RoadSafety,XGBClassifier,centroid,0.1351905485358846
Original,original,,Agglo,0,80,RoadSafety,XGBClassifier,centroid,0.1281146255767578
Decoded,decoded,MLP,Agglo,2,80,RoadSafety,XGBClassifier,closest,0.1399208010680451
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,RoadSafety,XGBClassifier,closest,0.1769770233668577
Encoded,encoded,MLP,Agglo,3,80,RoadSafety,XGBClassifier,closest,0.1756141611338679
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,RoadSafety,XGBClassifier,closest,0.1394543331363806
Original,original,,Agglo,0,80,RoadSafety,XGBClassifier,closest,0.1265899779390308
Decoded,decoded,GNN,Agglo,2,80,RoadSafety,XGBClassifier,closest,0.1485940098245584
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,RoadSafety,XGBClassifier,closest,0.1957866289520939
Encoded,encoded,GNN,Agglo,4,80,RoadSafety,XGBClassifier,closest,0.2010397963218375
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,RoadSafety,XGBClassifier,closest,0.1236192778969626
Original,original,,Agglo,1,80,RoadSafety,XGBClassifier,closest,0.1265899779390308
Decoded,decoded,MLP,KIP,3,80,RoadSafety,XGBClassifier,centroid,0.24696795027136553
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,RoadSafety,XGBClassifier,centroid,0.21877478757901447
Encoded,encoded,MLP,KIP,4,80,RoadSafety,XGBClassifier,centroid,0.26924320336481666
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,RoadSafety,XGBClassifier,centroid,0.14796550585517682
Original,original,,KIP,1,80,RoadSafety,XGBClassifier,centroid,0.18127154501483636
Decoded,decoded,GNN,KIP,3,80,RoadSafety,XGBClassifier,centroid,0.24967985178364677
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,RoadSafety,XGBClassifier,centroid,0.23154548777000955
Encoded,encoded,GNN,KIP,4,80,RoadSafety,XGBClassifier,centroid,0.25526529128610326
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,RoadSafety,XGBClassifier,centroid,0.12854043648024038
Original,original,,KIP,1,80,RoadSafety,XGBClassifier,centroid,0.18127154501483636
Decoded,decoded,MLP,KMeans,1,80,RoadSafety,XGBClassifier,centroid,0.13142146076855574
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,RoadSafety,XGBClassifier,centroid,0.13761513202791437
Encoded,encoded,MLP,KMeans,3,80,RoadSafety,XGBClassifier,centroid,0.16653956184378757
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,XGBClassifier,centroid,0.12147745925938196
Original,original,,KMeans,4,80,RoadSafety,XGBClassifier,centroid,0.3619183455549905
Decoded,decoded,GNN,KMeans,3,80,RoadSafety,XGBClassifier,centroid,0.3259981826203064
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,RoadSafety,XGBClassifier,centroid,0.14308015328059226
Encoded,encoded,GNN,KMeans,2,80,RoadSafety,XGBClassifier,centroid,0.21723633333321826
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,XGBClassifier,centroid,0.11686230538280992
Original,original,,KMeans,4,80,RoadSafety,XGBClassifier,centroid,0.3619183455549905
Decoded,decoded,MLP,KMeans,1,80,RoadSafety,XGBClassifier,closest,0.13308554025509817
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,RoadSafety,XGBClassifier,closest,0.16567139099542166
Encoded,encoded,MLP,KMeans,4,80,RoadSafety,XGBClassifier,closest,0.17258275160904096
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,RoadSafety,XGBClassifier,closest,0.11535304261445353
Original,original,,KMeans,2,80,RoadSafety,XGBClassifier,closest,0.1345326587576947
Decoded,decoded,GNN,KMeans,2,80,RoadSafety,XGBClassifier,closest,0.16622076577419945
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,RoadSafety,XGBClassifier,closest,0.19656277935701777
Encoded,encoded,GNN,KMeans,4,80,RoadSafety,XGBClassifier,closest,0.21445050598893856
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,RoadSafety,XGBClassifier,closest,0.11448518959776499
Original,original,,KMeans,1,80,RoadSafety,XGBClassifier,closest,0.1345326587576947
Decoded,decoded,MLP,Agglo,3,80,TencentCTRSmall,GaussianNB,centroid,0.0206563828547654
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,TencentCTRSmall,GaussianNB,centroid,0.0325511264702489
Encoded,encoded,MLP,Agglo,1,80,TencentCTRSmall,GaussianNB,centroid,-0.080119859503051
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,GaussianNB,centroid,-0.0945693566005722
Original,original,,Agglo,2,80,TencentCTRSmall,GaussianNB,centroid,-0.0028801604001036
Decoded,decoded,GNN,Agglo,2,80,TencentCTRSmall,GaussianNB,centroid,-0.0684166112888761
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,80,TencentCTRSmall,GaussianNB,centroid,0.0314927810484866
Encoded,encoded,GNN,Agglo,1,80,TencentCTRSmall,GaussianNB,centroid,-0.0932478257735805
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,GaussianNB,centroid,-0.1412588726041578
Original,original,,Agglo,3,80,TencentCTRSmall,GaussianNB,centroid,-0.0028801604001036
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,GaussianNB,closest,0.0728743382442596
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,TencentCTRSmall,GaussianNB,closest,0.026395447858662
Encoded,encoded,MLP,Agglo,0,80,TencentCTRSmall,GaussianNB,closest,-0.0461818889407832
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,GaussianNB,closest,-0.0457229569749831
Original,original,,Agglo,3,80,TencentCTRSmall,GaussianNB,closest,0.0708695301831342
Decoded,decoded,GNN,Agglo,2,80,TencentCTRSmall,GaussianNB,closest,-0.069860846030934
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,TencentCTRSmall,GaussianNB,closest,0.0200306895051824
Encoded,encoded,GNN,Agglo,1,80,TencentCTRSmall,GaussianNB,closest,-0.0902656375511853
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,GaussianNB,closest,-0.136599795287358
Original,original,,Agglo,4,80,TencentCTRSmall,GaussianNB,closest,0.0708695301831342
Decoded,decoded,MLP,KIP,2,80,TencentCTRSmall,GaussianNB,centroid,-0.013530009996021303
Decoded-FT,decoded,MLP-MultiHead,KIP,4,80,TencentCTRSmall,GaussianNB,centroid,0.007975368010297081
Encoded,encoded,MLP,KIP,1,80,TencentCTRSmall,GaussianNB,centroid,-0.08782361708339936
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TencentCTRSmall,GaussianNB,centroid,-0.11375924409750689
Original,original,,KIP,3,80,TencentCTRSmall,GaussianNB,centroid,0.004973701749100843
Decoded,decoded,GNN,KIP,4,80,TencentCTRSmall,GaussianNB,centroid,0.01626775656084304
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,TencentCTRSmall,GaussianNB,centroid,0.014505225930757518
Encoded,encoded,GNN,KIP,1,80,TencentCTRSmall,GaussianNB,centroid,-0.060423427056580346
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TencentCTRSmall,GaussianNB,centroid,-0.10423680193791025
Original,original,,KIP,2,80,TencentCTRSmall,GaussianNB,centroid,0.004973701749100843
Decoded,decoded,MLP,KMeans,3,80,TencentCTRSmall,GaussianNB,centroid,0.03142812478079958
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,TencentCTRSmall,GaussianNB,centroid,0.03554776863413536
Encoded,encoded,MLP,KMeans,1,80,TencentCTRSmall,GaussianNB,centroid,-0.11329312380786376
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TencentCTRSmall,GaussianNB,centroid,-0.12176889191021782
Original,original,,KMeans,2,80,TencentCTRSmall,GaussianNB,centroid,-0.011387464374802241
Decoded,decoded,GNN,KMeans,3,80,TencentCTRSmall,GaussianNB,centroid,0.006747246746365598
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,TencentCTRSmall,GaussianNB,centroid,0.0185245037786042
Encoded,encoded,GNN,KMeans,1,80,TencentCTRSmall,GaussianNB,centroid,-0.10043962783805935
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,GaussianNB,centroid,-0.13440758839657663
Original,original,,KMeans,2,80,TencentCTRSmall,GaussianNB,centroid,-0.011387464374802241
Decoded,decoded,MLP,KMeans,4,80,TencentCTRSmall,GaussianNB,closest,0.029578484032742325
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,TencentCTRSmall,GaussianNB,closest,0.0285360224878596
Encoded,encoded,MLP,KMeans,0,80,TencentCTRSmall,GaussianNB,closest,-0.1004705067130635
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,TencentCTRSmall,GaussianNB,closest,-0.08430164757541891
Original,original,,KMeans,2,80,TencentCTRSmall,GaussianNB,closest,0.024357442108389422
Decoded,decoded,GNN,KMeans,3,80,TencentCTRSmall,GaussianNB,closest,0.0027961806812251007
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,TencentCTRSmall,GaussianNB,closest,-0.027756978229620078
Encoded,encoded,GNN,KMeans,1,80,TencentCTRSmall,GaussianNB,closest,-0.09996009707328939
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,GaussianNB,closest,-0.13729980663022384
Original,original,,KMeans,4,80,TencentCTRSmall,GaussianNB,closest,0.024357442108389422
Decoded,decoded,MLP,Agglo,3,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0235055965260361
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0544976228802456
Encoded,encoded,MLP,Agglo,4,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0134698461423277
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0892705798674803
Original,original,,Agglo,2,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0492043199940104
Decoded,decoded,GNN,Agglo,4,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0325594279938606
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0549296222812863
Encoded,encoded,GNN,Agglo,3,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0462692322090369
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0744882641410547
Original,original,,Agglo,2,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0492043199940104
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,KNeighborsClassifier,closest,0.0028239059633887
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0275498820798862
Encoded,encoded,MLP,Agglo,3,80,TencentCTRSmall,KNeighborsClassifier,closest,0.0014174746378167
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0428250290120913
Original,original,,Agglo,0,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0449960693295399
Decoded,decoded,GNN,Agglo,3,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0363384868790475
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0908656833751357
Encoded,encoded,GNN,Agglo,4,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0065647811926776
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0923627072960731
Original,original,,Agglo,2,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0449960693295399
Decoded,decoded,MLP,KIP,3,80,TencentCTRSmall,KNeighborsClassifier,centroid,0.012356156178639579
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.00965125594279942
Encoded,encoded,MLP,KIP,1,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01101853030359744
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02555598397783848
Original,original,,KIP,4,80,TencentCTRSmall,KNeighborsClassifier,centroid,0.05194425934938042
Decoded,decoded,GNN,KIP,3,80,TencentCTRSmall,KNeighborsClassifier,centroid,0.01680189420881216
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,TencentCTRSmall,KNeighborsClassifier,centroid,0.0017851982180960193
Encoded,encoded,GNN,KIP,2,80,TencentCTRSmall,KNeighborsClassifier,centroid,0.0027753902594242403
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02688541159734964
Original,original,,KIP,4,80,TencentCTRSmall,KNeighborsClassifier,centroid,0.05194425934938042
Decoded,decoded,MLP,KMeans,3,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.060941638902407044
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06159442967843372
Encoded,encoded,MLP,KMeans,4,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05247860592221014
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07399962565043236
Original,original,,KMeans,1,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06303882005016279
Decoded,decoded,GNN,KMeans,3,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.03710032568412386
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06542387601542313
Encoded,encoded,GNN,KMeans,4,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.030002208662448942
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.048548833901096836
Original,original,,KMeans,1,80,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06303882005016279
Decoded,decoded,MLP,KMeans,3,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.026484071425897444
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.05032512259948342
Encoded,encoded,MLP,KMeans,2,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.034447085688615944
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.05402227379927366
Original,original,,KMeans,4,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.025081608205742602
Decoded,decoded,GNN,KMeans,2,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0446876427207727
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.05066914985213182
Encoded,encoded,GNN,KMeans,4,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.018792161120053878
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.0662395088533673
Original,original,,KMeans,3,80,TencentCTRSmall,KNeighborsClassifier,closest,-0.025081608205742602
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,LogisticRegression,centroid,0.1129823264927972
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,TencentCTRSmall,LogisticRegression,centroid,0.0902642904241269
Encoded,encoded,MLP,Agglo,3,80,TencentCTRSmall,LogisticRegression,centroid,0.1020995435719015
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,LogisticRegression,centroid,0.0772122060006586
Original,original,,Agglo,0,80,TencentCTRSmall,LogisticRegression,centroid,0.0423716027117312
Decoded,decoded,GNN,Agglo,4,80,TencentCTRSmall,LogisticRegression,centroid,0.1274875138761461
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,TencentCTRSmall,LogisticRegression,centroid,0.0810643012104429
Encoded,encoded,GNN,Agglo,3,80,TencentCTRSmall,LogisticRegression,centroid,0.0841138431451356
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,TencentCTRSmall,LogisticRegression,centroid,0.0597187917528341
Original,original,,Agglo,0,80,TencentCTRSmall,LogisticRegression,centroid,0.0423716027117312
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,LogisticRegression,closest,0.1754606174267059
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,LogisticRegression,closest,0.093158458044762
Encoded,encoded,MLP,Agglo,3,80,TencentCTRSmall,LogisticRegression,closest,0.1057620756981089
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,LogisticRegression,closest,0.0839533324901173
Original,original,,Agglo,2,80,TencentCTRSmall,LogisticRegression,closest,0.0986241668694451
Decoded,decoded,GNN,Agglo,3,80,TencentCTRSmall,LogisticRegression,closest,0.0956762281793789
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TencentCTRSmall,LogisticRegression,closest,0.081390940393405
Encoded,encoded,GNN,Agglo,2,80,TencentCTRSmall,LogisticRegression,closest,0.0855167062699956
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,LogisticRegression,closest,0.0546593353960023
Original,original,,Agglo,4,80,TencentCTRSmall,LogisticRegression,closest,0.0986241668694451
Decoded,decoded,MLP,KIP,3,80,TencentCTRSmall,LogisticRegression,centroid,0.1204186567312711
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,TencentCTRSmall,LogisticRegression,centroid,0.10204551568542217
Encoded,encoded,MLP,KIP,1,80,TencentCTRSmall,LogisticRegression,centroid,0.09809075786068822
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TencentCTRSmall,LogisticRegression,centroid,0.07184553225012176
Original,original,,KIP,4,80,TencentCTRSmall,LogisticRegression,centroid,0.12308014810639153
Decoded,decoded,GNN,KIP,4,80,TencentCTRSmall,LogisticRegression,centroid,0.13895047861067117
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,TencentCTRSmall,LogisticRegression,centroid,0.11607096882305237
Encoded,encoded,GNN,KIP,1,80,TencentCTRSmall,LogisticRegression,centroid,0.1009167405550715
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TencentCTRSmall,LogisticRegression,centroid,0.09491145911247885
Original,original,,KIP,3,80,TencentCTRSmall,LogisticRegression,centroid,0.12308014810639153
Decoded,decoded,MLP,KMeans,3,80,TencentCTRSmall,LogisticRegression,centroid,0.0858125916114563
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,TencentCTRSmall,LogisticRegression,centroid,0.08556524469207302
Encoded,encoded,MLP,KMeans,4,80,TencentCTRSmall,LogisticRegression,centroid,0.08708187776921004
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,TencentCTRSmall,LogisticRegression,centroid,0.07706036292101139
Original,original,,KMeans,0,80,TencentCTRSmall,LogisticRegression,centroid,0.0506356863981345
Decoded,decoded,GNN,KMeans,4,80,TencentCTRSmall,LogisticRegression,centroid,0.10408348737005854
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,TencentCTRSmall,LogisticRegression,centroid,0.09462443395917504
Encoded,encoded,GNN,KMeans,2,80,TencentCTRSmall,LogisticRegression,centroid,0.08522155927754796
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,TencentCTRSmall,LogisticRegression,centroid,0.08007513824782707
Original,original,,KMeans,0,80,TencentCTRSmall,LogisticRegression,centroid,0.0506356863981345
Decoded,decoded,MLP,KMeans,3,80,TencentCTRSmall,LogisticRegression,closest,0.09600261054529313
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,TencentCTRSmall,LogisticRegression,closest,0.1009257612538835
Encoded,encoded,MLP,KMeans,2,80,TencentCTRSmall,LogisticRegression,closest,0.09376008408190148
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TencentCTRSmall,LogisticRegression,closest,0.08138529041834848
Original,original,,KMeans,1,80,TencentCTRSmall,LogisticRegression,closest,0.08902309363100143
Decoded,decoded,GNN,KMeans,4,80,TencentCTRSmall,LogisticRegression,closest,0.09880092120275123
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,TencentCTRSmall,LogisticRegression,closest,0.095676228179379
Encoded,encoded,GNN,KMeans,2,80,TencentCTRSmall,LogisticRegression,closest,0.0934250983448783
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,LogisticRegression,closest,0.07567448182345235
Original,original,,KMeans,1,80,TencentCTRSmall,LogisticRegression,closest,0.08902309363100143
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,MLPClassifier,centroid,-0.0444515263308568
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,TencentCTRSmall,MLPClassifier,centroid,-0.0583390112743461
Encoded,encoded,MLP,Agglo,2,80,TencentCTRSmall,MLPClassifier,centroid,-0.0881808031322172
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,MLPClassifier,centroid,-0.1175409023952295
Original,original,,Agglo,1,80,TencentCTRSmall,MLPClassifier,centroid,-0.1022986208583504
Decoded,decoded,GNN,Agglo,4,80,TencentCTRSmall,MLPClassifier,centroid,-0.0483056458153125
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,TencentCTRSmall,MLPClassifier,centroid,-0.0987518046592812
Encoded,encoded,GNN,Agglo,0,80,TencentCTRSmall,MLPClassifier,centroid,-0.1517634540194808
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,TencentCTRSmall,MLPClassifier,centroid,-0.1191451297155524
Original,original,,Agglo,2,80,TencentCTRSmall,MLPClassifier,centroid,-0.1022986208583504
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,MLPClassifier,closest,0.0167782192382274
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,MLPClassifier,closest,-0.0922058395726381
Encoded,encoded,MLP,Agglo,3,80,TencentCTRSmall,MLPClassifier,closest,-0.0359604645546013
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,MLPClassifier,closest,-0.1329757066432297
Original,original,,Agglo,2,80,TencentCTRSmall,MLPClassifier,closest,-0.0628002138969761
Decoded,decoded,GNN,Agglo,3,80,TencentCTRSmall,MLPClassifier,closest,-0.0673173599927775
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,TencentCTRSmall,MLPClassifier,closest,-0.0752271883736344
Encoded,encoded,GNN,Agglo,1,80,TencentCTRSmall,MLPClassifier,closest,-0.1195865044280223
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,MLPClassifier,closest,-0.1213658926919307
Original,original,,Agglo,4,80,TencentCTRSmall,MLPClassifier,closest,-0.0628002138969761
Decoded,decoded,MLP,KIP,4,80,TencentCTRSmall,MLPClassifier,centroid,-0.04877182856450595
Decoded-FT,decoded,MLP-MultiHead,KIP,3,80,TencentCTRSmall,MLPClassifier,centroid,-0.04919152035840864
Encoded,encoded,MLP,KIP,1,80,TencentCTRSmall,MLPClassifier,centroid,-0.07252924686195693
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TencentCTRSmall,MLPClassifier,centroid,-0.11622495757941471
Original,original,,KIP,2,80,TencentCTRSmall,MLPClassifier,centroid,-0.05093479614584194
Decoded,decoded,GNN,KIP,4,80,TencentCTRSmall,MLPClassifier,centroid,-0.016932237407124198
Decoded-FT,decoded,GNN-MultiHead,KIP,3,80,TencentCTRSmall,MLPClassifier,centroid,-0.041584326876556346
Encoded,encoded,GNN,KIP,1,80,TencentCTRSmall,MLPClassifier,centroid,-0.053954084683757356
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TencentCTRSmall,MLPClassifier,centroid,-0.08518335183969156
Original,original,,KIP,2,80,TencentCTRSmall,MLPClassifier,centroid,-0.05093479614584194
Decoded,decoded,MLP,KMeans,4,80,TencentCTRSmall,MLPClassifier,centroid,-0.08182284669713591
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,TencentCTRSmall,MLPClassifier,centroid,-0.09475632180537692
Encoded,encoded,MLP,KMeans,1,80,TencentCTRSmall,MLPClassifier,centroid,-0.11326678246322594
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,TencentCTRSmall,MLPClassifier,centroid,-0.10960626597764893
Original,original,,KMeans,0,80,TencentCTRSmall,MLPClassifier,centroid,-0.1156730076985935
Decoded,decoded,GNN,KMeans,4,80,TencentCTRSmall,MLPClassifier,centroid,-0.07099111000338747
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,TencentCTRSmall,MLPClassifier,centroid,-0.08740010231868338
Encoded,encoded,GNN,KMeans,0,80,TencentCTRSmall,MLPClassifier,centroid,-0.13598006406106408
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,TencentCTRSmall,MLPClassifier,centroid,-0.13159710513746278
Original,original,,KMeans,2,80,TencentCTRSmall,MLPClassifier,centroid,-0.1156730076985935
Decoded,decoded,MLP,KMeans,4,80,TencentCTRSmall,MLPClassifier,closest,-0.06336153913226664
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,TencentCTRSmall,MLPClassifier,closest,-0.07890228874394173
Encoded,encoded,MLP,KMeans,1,80,TencentCTRSmall,MLPClassifier,closest,-0.08511479214877729
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TencentCTRSmall,MLPClassifier,closest,-0.11408247688377116
Original,original,,KMeans,3,80,TencentCTRSmall,MLPClassifier,closest,-0.07027144544816898
Decoded,decoded,GNN,KMeans,4,80,TencentCTRSmall,MLPClassifier,closest,-0.06356054356993446
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,TencentCTRSmall,MLPClassifier,closest,-0.06832611726832272
Encoded,encoded,GNN,KMeans,1,80,TencentCTRSmall,MLPClassifier,closest,-0.0910850410239277
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,MLPClassifier,closest,-0.1176287529389615
Original,original,,KMeans,2,80,TencentCTRSmall,MLPClassifier,closest,-0.07027144544816898
Decoded,decoded,MLP,Agglo,2,80,TencentCTRSmall,XGBClassifier,centroid,0.1464767715148494
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,TencentCTRSmall,XGBClassifier,centroid,0.1215863484195167
Encoded,encoded,MLP,Agglo,3,80,TencentCTRSmall,XGBClassifier,centroid,0.1665382383692955
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,XGBClassifier,centroid,0.1021894686078649
Original,original,,Agglo,4,80,TencentCTRSmall,XGBClassifier,centroid,0.2070741284996842
Decoded,decoded,GNN,Agglo,3,80,TencentCTRSmall,XGBClassifier,centroid,0.139877150951877
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TencentCTRSmall,XGBClassifier,centroid,0.1122769561066834
Encoded,encoded,GNN,Agglo,2,80,TencentCTRSmall,XGBClassifier,centroid,0.13848824398983
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,XGBClassifier,centroid,0.0942747840876007
Original,original,,Agglo,4,80,TencentCTRSmall,XGBClassifier,centroid,0.2070741284996842
Decoded,decoded,MLP,Agglo,4,80,TencentCTRSmall,XGBClassifier,closest,0.1585815370225466
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,TencentCTRSmall,XGBClassifier,closest,0.1307389615290487
Encoded,encoded,MLP,Agglo,3,80,TencentCTRSmall,XGBClassifier,closest,0.1583551478529793
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TencentCTRSmall,XGBClassifier,closest,0.1184322644074993
Original,original,,Agglo,1,80,TencentCTRSmall,XGBClassifier,closest,0.1305879831562695
Decoded,decoded,GNN,Agglo,1,80,TencentCTRSmall,XGBClassifier,closest,0.1163414569522717
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,TencentCTRSmall,XGBClassifier,closest,0.1149260543048669
Encoded,encoded,GNN,Agglo,4,80,TencentCTRSmall,XGBClassifier,closest,0.1421528010877968
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,80,TencentCTRSmall,XGBClassifier,closest,0.1236269865296876
Original,original,,Agglo,3,80,TencentCTRSmall,XGBClassifier,closest,0.1305879831562695
Decoded,decoded,MLP,KIP,3,80,TencentCTRSmall,XGBClassifier,centroid,0.15500471356674722
Decoded-FT,decoded,MLP-MultiHead,KIP,2,80,TencentCTRSmall,XGBClassifier,centroid,0.15070968458062417
Encoded,encoded,MLP,KIP,1,80,TencentCTRSmall,XGBClassifier,centroid,0.14444155796511252
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TencentCTRSmall,XGBClassifier,centroid,0.12144443188468823
Original,original,,KIP,4,80,TencentCTRSmall,XGBClassifier,centroid,0.2009854200044306
Decoded,decoded,GNN,KIP,3,80,TencentCTRSmall,XGBClassifier,centroid,0.1714878518850426
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,TencentCTRSmall,XGBClassifier,centroid,0.15903284163716996
Encoded,encoded,GNN,KIP,2,80,TencentCTRSmall,XGBClassifier,centroid,0.16310759584265447
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TencentCTRSmall,XGBClassifier,centroid,0.14839509049060443
Original,original,,KIP,4,80,TencentCTRSmall,XGBClassifier,centroid,0.2009854200044306
Decoded,decoded,MLP,KMeans,2,80,TencentCTRSmall,XGBClassifier,centroid,0.11818079056540384
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,TencentCTRSmall,XGBClassifier,centroid,0.10941225514811945
Encoded,encoded,MLP,KMeans,3,80,TencentCTRSmall,XGBClassifier,centroid,0.14442638173823297
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TencentCTRSmall,XGBClassifier,centroid,0.10027801656121431
Original,original,,KMeans,4,80,TencentCTRSmall,XGBClassifier,centroid,0.21095692224864654
Decoded,decoded,GNN,KMeans,1,80,TencentCTRSmall,XGBClassifier,centroid,0.1185782572016135
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,TencentCTRSmall,XGBClassifier,centroid,0.10593232123996041
Encoded,encoded,GNN,KMeans,3,80,TencentCTRSmall,XGBClassifier,centroid,0.1374693986592556
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,TencentCTRSmall,XGBClassifier,centroid,0.1315102524976102
Original,original,,KMeans,4,80,TencentCTRSmall,XGBClassifier,centroid,0.21095692224864654
Decoded,decoded,MLP,KMeans,3,80,TencentCTRSmall,XGBClassifier,closest,0.12859362626691315
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,TencentCTRSmall,XGBClassifier,closest,0.12504113494346622
Encoded,encoded,MLP,KMeans,4,80,TencentCTRSmall,XGBClassifier,closest,0.141737524334092
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,80,TencentCTRSmall,XGBClassifier,closest,0.11285744678482694
Original,original,,KMeans,0,80,TencentCTRSmall,XGBClassifier,closest,0.11259270942213222
Decoded,decoded,GNN,KMeans,0,80,TencentCTRSmall,XGBClassifier,closest,0.10576375224057073
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,TencentCTRSmall,XGBClassifier,closest,0.10840736316663888
Encoded,encoded,GNN,KMeans,4,80,TencentCTRSmall,XGBClassifier,closest,0.14970654852622056
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,TencentCTRSmall,XGBClassifier,closest,0.13021070968144502
Original,original,,KMeans,2,80,TencentCTRSmall,XGBClassifier,closest,0.11259270942213222
Decoded,decoded,MLP,Agglo,2,80,TwoDPlanes,GaussianNB,centroid,-0.0146166554257716
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,TwoDPlanes,GaussianNB,centroid,-0.0065095522852786
Encoded,encoded,MLP,Agglo,4,80,TwoDPlanes,GaussianNB,centroid,0.0245177709133027
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,GaussianNB,centroid,-0.1269671676578367
Original,original,,Agglo,1,80,TwoDPlanes,GaussianNB,centroid,-0.0498273552371208
Decoded,decoded,GNN,Agglo,4,80,TwoDPlanes,GaussianNB,centroid,0.117281476870588
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,TwoDPlanes,GaussianNB,centroid,0.0161390828013248
Encoded,encoded,GNN,Agglo,3,80,TwoDPlanes,GaussianNB,centroid,0.0851686757500878
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,GaussianNB,centroid,-0.0618654784470536
Original,original,,Agglo,1,80,TwoDPlanes,GaussianNB,centroid,-0.0498273552371208
Decoded,decoded,MLP,Agglo,2,80,TwoDPlanes,GaussianNB,closest,-0.0209337245147075
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,TwoDPlanes,GaussianNB,closest,-0.0087475424079666
Encoded,encoded,MLP,Agglo,4,80,TwoDPlanes,GaussianNB,closest,0.0379430594524434
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,GaussianNB,closest,-0.1297792921233195
Original,original,,Agglo,1,80,TwoDPlanes,GaussianNB,closest,-0.0315941639996614
Decoded,decoded,GNN,Agglo,3,80,TwoDPlanes,GaussianNB,closest,0.0183567173121362
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,TwoDPlanes,GaussianNB,closest,-0.0206888604278682
Encoded,encoded,GNN,Agglo,4,80,TwoDPlanes,GaussianNB,closest,0.0575985576291905
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,GaussianNB,closest,-0.0633083399129919
Original,original,,Agglo,1,80,TwoDPlanes,GaussianNB,closest,-0.0315941639996614
Decoded,decoded,MLP,KIP,3,80,TwoDPlanes,GaussianNB,centroid,0.047763030973152126
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,TwoDPlanes,GaussianNB,centroid,0.00202703437432956
Encoded,encoded,MLP,KIP,4,80,TwoDPlanes,GaussianNB,centroid,0.11654525350892297
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TwoDPlanes,GaussianNB,centroid,-0.09678764574817005
Original,original,,KIP,2,80,TwoDPlanes,GaussianNB,centroid,0.01676028037965674
Decoded,decoded,GNN,KIP,3,80,TwoDPlanes,GaussianNB,centroid,0.05244559084185778
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,TwoDPlanes,GaussianNB,centroid,0.004256312029914741
Encoded,encoded,GNN,KIP,4,80,TwoDPlanes,GaussianNB,centroid,0.18713524003311005
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TwoDPlanes,GaussianNB,centroid,-0.03727181491696348
Original,original,,KIP,2,80,TwoDPlanes,GaussianNB,centroid,0.01676028037965674
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,GaussianNB,centroid,-0.0069618314374986
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,TwoDPlanes,GaussianNB,centroid,0.007128641367006061
Encoded,encoded,MLP,KMeans,4,80,TwoDPlanes,GaussianNB,centroid,0.012376676155343502
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,GaussianNB,centroid,-0.1264301508118771
Original,original,,KMeans,1,80,TwoDPlanes,GaussianNB,centroid,-0.0464994447625606
Decoded,decoded,GNN,KMeans,2,80,TwoDPlanes,GaussianNB,centroid,0.1018840544347519
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,TwoDPlanes,GaussianNB,centroid,0.17248629410901967
Encoded,encoded,GNN,KMeans,3,80,TwoDPlanes,GaussianNB,centroid,0.11433302947996526
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,GaussianNB,centroid,-0.06278949061639434
Original,original,,KMeans,1,80,TwoDPlanes,GaussianNB,centroid,-0.0464994447625606
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,GaussianNB,closest,-0.00927853876676546
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,TwoDPlanes,GaussianNB,closest,-0.01621115625445052
Encoded,encoded,MLP,KMeans,4,80,TwoDPlanes,GaussianNB,closest,0.025403869926711897
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,GaussianNB,closest,-0.12973327650559244
Original,original,,KMeans,3,80,TwoDPlanes,GaussianNB,closest,-0.00718043877416506
Decoded,decoded,GNN,KMeans,3,80,TwoDPlanes,GaussianNB,closest,0.045725812162391945
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,TwoDPlanes,GaussianNB,closest,-0.02947874516073492
Encoded,encoded,GNN,KMeans,4,80,TwoDPlanes,GaussianNB,closest,0.1242301666720153
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,GaussianNB,closest,-0.06576776196213761
Original,original,,KMeans,2,80,TwoDPlanes,GaussianNB,closest,-0.00718043877416506
Decoded,decoded,MLP,Agglo,3,80,TwoDPlanes,KNeighborsClassifier,centroid,0.090600340176291
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,TwoDPlanes,KNeighborsClassifier,centroid,0.1179839811214105
Encoded,encoded,MLP,Agglo,2,80,TwoDPlanes,KNeighborsClassifier,centroid,0.0519347438710524
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,KNeighborsClassifier,centroid,-0.0114789001450703
Original,original,,Agglo,1,80,TwoDPlanes,KNeighborsClassifier,centroid,-0.0032234994775077
Decoded,decoded,GNN,Agglo,3,80,TwoDPlanes,KNeighborsClassifier,centroid,0.1045401424186624
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,TwoDPlanes,KNeighborsClassifier,centroid,0.0623204042761673
Encoded,encoded,GNN,Agglo,4,80,TwoDPlanes,KNeighborsClassifier,centroid,0.1326881376109373
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,KNeighborsClassifier,centroid,-0.0073696469142506
Original,original,,Agglo,1,80,TwoDPlanes,KNeighborsClassifier,centroid,-0.0032234994775077
Decoded,decoded,MLP,Agglo,1,80,TwoDPlanes,KNeighborsClassifier,closest,0.0841509987320105
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,TwoDPlanes,KNeighborsClassifier,closest,0.105287513618647
Encoded,encoded,MLP,Agglo,4,80,TwoDPlanes,KNeighborsClassifier,closest,0.1706924491966785
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,KNeighborsClassifier,closest,0.0008798975301495
Original,original,,Agglo,2,80,TwoDPlanes,KNeighborsClassifier,closest,0.0897280557362526
Decoded,decoded,GNN,Agglo,2,80,TwoDPlanes,KNeighborsClassifier,closest,0.0995632897263339
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,80,TwoDPlanes,KNeighborsClassifier,closest,0.1110093950216949
Encoded,encoded,GNN,Agglo,4,80,TwoDPlanes,KNeighborsClassifier,closest,0.1866967457904883
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,KNeighborsClassifier,closest,0.0024521177625573
Original,original,,Agglo,1,80,TwoDPlanes,KNeighborsClassifier,closest,0.0897280557362526
Decoded,decoded,MLP,KIP,3,80,TwoDPlanes,KNeighborsClassifier,centroid,0.23382638828211907
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,TwoDPlanes,KNeighborsClassifier,centroid,0.17558166936560465
Encoded,encoded,MLP,KIP,4,80,TwoDPlanes,KNeighborsClassifier,centroid,0.27378314124530945
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TwoDPlanes,KNeighborsClassifier,centroid,0.05083639750449927
Original,original,,KIP,2,80,TwoDPlanes,KNeighborsClassifier,centroid,0.18810375025503845
Decoded,decoded,GNN,KIP,3,80,TwoDPlanes,KNeighborsClassifier,centroid,0.2590778954982743
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,TwoDPlanes,KNeighborsClassifier,centroid,0.1843292855899664
Encoded,encoded,GNN,KIP,4,80,TwoDPlanes,KNeighborsClassifier,centroid,0.35076163695960816
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TwoDPlanes,KNeighborsClassifier,centroid,0.06028761551692996
Original,original,,KIP,2,80,TwoDPlanes,KNeighborsClassifier,centroid,0.18810375025503845
Decoded,decoded,MLP,KMeans,3,80,TwoDPlanes,KNeighborsClassifier,centroid,0.08050106079626355
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,TwoDPlanes,KNeighborsClassifier,centroid,0.08581707079681876
Encoded,encoded,MLP,KMeans,2,80,TwoDPlanes,KNeighborsClassifier,centroid,0.05050087105463317
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,KNeighborsClassifier,centroid,-0.01566649792935656
Original,original,,KMeans,1,80,TwoDPlanes,KNeighborsClassifier,centroid,0.00139936794954654
Decoded,decoded,GNN,KMeans,3,80,TwoDPlanes,KNeighborsClassifier,centroid,0.1002270340595596
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,TwoDPlanes,KNeighborsClassifier,centroid,0.07077126224799787
Encoded,encoded,GNN,KMeans,4,80,TwoDPlanes,KNeighborsClassifier,centroid,0.1400186298171242
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,KNeighborsClassifier,centroid,-0.0119632332254929
Original,original,,KMeans,1,80,TwoDPlanes,KNeighborsClassifier,centroid,0.00139936794954654
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,KNeighborsClassifier,closest,0.0826447898470893
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,TwoDPlanes,KNeighborsClassifier,closest,0.093270801363235
Encoded,encoded,MLP,KMeans,4,80,TwoDPlanes,KNeighborsClassifier,closest,0.1712934265300496
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,KNeighborsClassifier,closest,-0.006345616019628121
Original,original,,KMeans,1,80,TwoDPlanes,KNeighborsClassifier,closest,0.08070459968849573
Decoded,decoded,GNN,KMeans,3,80,TwoDPlanes,KNeighborsClassifier,closest,0.10575283739868438
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,TwoDPlanes,KNeighborsClassifier,closest,0.10153174201790927
Encoded,encoded,GNN,KMeans,4,80,TwoDPlanes,KNeighborsClassifier,closest,0.17929738439991158
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,KNeighborsClassifier,closest,-0.00492310427614386
Original,original,,KMeans,1,80,TwoDPlanes,KNeighborsClassifier,closest,0.08070459968849573
Decoded,decoded,MLP,Agglo,2,80,TwoDPlanes,LogisticRegression,centroid,0.014883904545445
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,TwoDPlanes,LogisticRegression,centroid,0.0167463299715741
Encoded,encoded,MLP,Agglo,4,80,TwoDPlanes,LogisticRegression,centroid,0.0276093041343281
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,LogisticRegression,centroid,-0.0895181697917157
Original,original,,Agglo,1,80,TwoDPlanes,LogisticRegression,centroid,0.0139088210821433
Decoded,decoded,GNN,Agglo,4,80,TwoDPlanes,LogisticRegression,centroid,0.0936078203422968
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TwoDPlanes,LogisticRegression,centroid,0.0074012837670282
Encoded,encoded,GNN,Agglo,3,80,TwoDPlanes,LogisticRegression,centroid,0.0156685825482281
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,LogisticRegression,centroid,-0.012160587696413
Original,original,,Agglo,2,80,TwoDPlanes,LogisticRegression,centroid,0.0139088210821433
Decoded,decoded,MLP,Agglo,2,80,TwoDPlanes,LogisticRegression,closest,-0.0003929794503002
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,80,TwoDPlanes,LogisticRegression,closest,0.002320090216195
Encoded,encoded,MLP,Agglo,4,80,TwoDPlanes,LogisticRegression,closest,0.0207408098143415
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,LogisticRegression,closest,-0.094031349205536
Original,original,,Agglo,1,80,TwoDPlanes,LogisticRegression,closest,-0.0050587778390332
Decoded,decoded,GNN,Agglo,3,80,TwoDPlanes,LogisticRegression,closest,0.0111156953020766
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,80,TwoDPlanes,LogisticRegression,closest,0.0044773142749399
Encoded,encoded,GNN,Agglo,4,80,TwoDPlanes,LogisticRegression,closest,0.0144896441973278
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,LogisticRegression,closest,-0.0141376534771764
Original,original,,Agglo,1,80,TwoDPlanes,LogisticRegression,closest,-0.0050587778390332
Decoded,decoded,MLP,KIP,4,80,TwoDPlanes,LogisticRegression,centroid,0.05172201340741352
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,TwoDPlanes,LogisticRegression,centroid,0.0150335006015095
Encoded,encoded,MLP,KIP,3,80,TwoDPlanes,LogisticRegression,centroid,0.0503485707229796
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TwoDPlanes,LogisticRegression,centroid,-0.08630666435763493
Original,original,,KIP,2,80,TwoDPlanes,LogisticRegression,centroid,0.026752050461225564
Decoded,decoded,GNN,KIP,3,80,TwoDPlanes,LogisticRegression,centroid,0.04572896150953286
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,TwoDPlanes,LogisticRegression,centroid,0.013668294090039858
Encoded,encoded,GNN,KIP,4,80,TwoDPlanes,LogisticRegression,centroid,0.05614993626252449
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TwoDPlanes,LogisticRegression,centroid,-0.0024695581824777596
Original,original,,KIP,2,80,TwoDPlanes,LogisticRegression,centroid,0.026752050461225564
Decoded,decoded,MLP,KMeans,1,80,TwoDPlanes,LogisticRegression,centroid,0.00321333711795936
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,80,TwoDPlanes,LogisticRegression,centroid,0.01348246143472844
Encoded,encoded,MLP,KMeans,4,80,TwoDPlanes,LogisticRegression,centroid,0.045088282039353125
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,LogisticRegression,centroid,-0.10058946917545024
Original,original,,KMeans,3,80,TwoDPlanes,LogisticRegression,centroid,0.0159842470062855
Decoded,decoded,GNN,KMeans,4,80,TwoDPlanes,LogisticRegression,centroid,0.03455530558123036
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,80,TwoDPlanes,LogisticRegression,centroid,0.02263820375087858
Encoded,encoded,GNN,KMeans,1,80,TwoDPlanes,LogisticRegression,centroid,0.01178263317750774
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,LogisticRegression,centroid,-0.013638410743965981
Original,original,,KMeans,2,80,TwoDPlanes,LogisticRegression,centroid,0.0159842470062855
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,LogisticRegression,closest,-0.00328014874810178
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,80,TwoDPlanes,LogisticRegression,closest,0.026987761277536642
Encoded,encoded,MLP,KMeans,3,80,TwoDPlanes,LogisticRegression,closest,0.020389971902225364
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,LogisticRegression,closest,-0.10042407964930052
Original,original,,KMeans,1,80,TwoDPlanes,LogisticRegression,closest,-0.008389778230475538
Decoded,decoded,GNN,KMeans,3,80,TwoDPlanes,LogisticRegression,closest,0.01028448228159652
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,80,TwoDPlanes,LogisticRegression,closest,0.02011080022297854
Encoded,encoded,GNN,KMeans,2,80,TwoDPlanes,LogisticRegression,closest,0.0037836568710431797
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,LogisticRegression,closest,-0.0136951929442
Original,original,,KMeans,1,80,TwoDPlanes,LogisticRegression,closest,-0.008389778230475538
Decoded,decoded,MLP,Agglo,2,80,TwoDPlanes,MLPClassifier,centroid,0.0899268796180796
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,80,TwoDPlanes,MLPClassifier,centroid,0.0858141584840168
Encoded,encoded,MLP,Agglo,3,80,TwoDPlanes,MLPClassifier,centroid,0.1069032318005124
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,MLPClassifier,centroid,0.0260546710612579
Original,original,,Agglo,4,80,TwoDPlanes,MLPClassifier,centroid,0.1278950492652376
Decoded,decoded,GNN,Agglo,4,80,TwoDPlanes,MLPClassifier,centroid,0.1489104941810107
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TwoDPlanes,MLPClassifier,centroid,0.07542608932847
Encoded,encoded,GNN,Agglo,2,80,TwoDPlanes,MLPClassifier,centroid,0.1233659014576248
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,MLPClassifier,centroid,0.0750699040736928
Original,original,,Agglo,3,80,TwoDPlanes,MLPClassifier,centroid,0.1278950492652376
Decoded,decoded,MLP,Agglo,1,80,TwoDPlanes,MLPClassifier,closest,0.0663111564819194
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,80,TwoDPlanes,MLPClassifier,closest,0.0857075775123416
Encoded,encoded,MLP,Agglo,3,80,TwoDPlanes,MLPClassifier,closest,0.0839707024183753
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,MLPClassifier,closest,0.0171412866651699
Original,original,,Agglo,2,80,TwoDPlanes,MLPClassifier,closest,0.0831408811654774
Decoded,decoded,GNN,Agglo,3,80,TwoDPlanes,MLPClassifier,closest,0.1073728631459132
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TwoDPlanes,MLPClassifier,closest,0.079929492940026
Encoded,encoded,GNN,Agglo,4,80,TwoDPlanes,MLPClassifier,closest,0.1130375016276052
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,MLPClassifier,closest,0.0733187266485839
Original,original,,Agglo,2,80,TwoDPlanes,MLPClassifier,closest,0.0831408811654774
Decoded,decoded,MLP,KIP,3,80,TwoDPlanes,MLPClassifier,centroid,0.14524863973388952
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,TwoDPlanes,MLPClassifier,centroid,0.10239548028028893
Encoded,encoded,MLP,KIP,4,80,TwoDPlanes,MLPClassifier,centroid,0.14788688206206196
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TwoDPlanes,MLPClassifier,centroid,0.020426349058803518
Original,original,,KIP,2,80,TwoDPlanes,MLPClassifier,centroid,0.10653442616873492
Decoded,decoded,GNN,KIP,4,80,TwoDPlanes,MLPClassifier,centroid,0.16238798128202425
Decoded-FT,decoded,GNN-MultiHead,KIP,2,80,TwoDPlanes,MLPClassifier,centroid,0.11104099917687207
Encoded,encoded,GNN,KIP,3,80,TwoDPlanes,MLPClassifier,centroid,0.1562967671926033
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TwoDPlanes,MLPClassifier,centroid,0.09254537328741014
Original,original,,KIP,1,80,TwoDPlanes,MLPClassifier,centroid,0.10653442616873492
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,MLPClassifier,centroid,0.07666922506766134
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,80,TwoDPlanes,MLPClassifier,centroid,0.07306524357327597
Encoded,encoded,MLP,KMeans,3,80,TwoDPlanes,MLPClassifier,centroid,0.10964211677246949
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,MLPClassifier,centroid,0.0195008394896286
Original,original,,KMeans,4,80,TwoDPlanes,MLPClassifier,centroid,0.11400999149411746
Decoded,decoded,GNN,KMeans,4,80,TwoDPlanes,MLPClassifier,centroid,0.13740115658947288
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,TwoDPlanes,MLPClassifier,centroid,0.07371102242902998
Encoded,encoded,GNN,KMeans,3,80,TwoDPlanes,MLPClassifier,centroid,0.12266176909080873
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,MLPClassifier,centroid,0.07259247715688863
Original,original,,KMeans,2,80,TwoDPlanes,MLPClassifier,centroid,0.11400999149411746
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,MLPClassifier,closest,0.07279154272266482
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,80,TwoDPlanes,MLPClassifier,closest,0.09239886020718457
Encoded,encoded,MLP,KMeans,4,80,TwoDPlanes,MLPClassifier,closest,0.09711765692574927
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,MLPClassifier,closest,0.01378160042856634
Original,original,,KMeans,1,80,TwoDPlanes,MLPClassifier,closest,0.06355061205967975
Decoded,decoded,GNN,KMeans,3,80,TwoDPlanes,MLPClassifier,closest,0.1062576703401917
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,80,TwoDPlanes,MLPClassifier,closest,0.08517226986233366
Encoded,encoded,GNN,KMeans,4,80,TwoDPlanes,MLPClassifier,closest,0.11830056497640565
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,80,TwoDPlanes,MLPClassifier,closest,0.06495738935087317
Original,original,,KMeans,0,80,TwoDPlanes,MLPClassifier,closest,0.06355061205967975
Decoded,decoded,MLP,Agglo,1,80,TwoDPlanes,XGBClassifier,centroid,0.0428704431386497
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,80,TwoDPlanes,XGBClassifier,centroid,0.0409676203495404
Encoded,encoded,MLP,Agglo,3,80,TwoDPlanes,XGBClassifier,centroid,0.1476050262330046
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,80,TwoDPlanes,XGBClassifier,centroid,0.0681918158715944
Original,original,,Agglo,4,80,TwoDPlanes,XGBClassifier,centroid,0.3549094038267428
Decoded,decoded,GNN,Agglo,2,80,TwoDPlanes,XGBClassifier,centroid,0.0718865834330117
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,80,TwoDPlanes,XGBClassifier,centroid,0.0226073565068962
Encoded,encoded,GNN,Agglo,3,80,TwoDPlanes,XGBClassifier,centroid,0.1613518926957773
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,80,TwoDPlanes,XGBClassifier,centroid,0.0668114906795067
Original,original,,Agglo,4,80,TwoDPlanes,XGBClassifier,centroid,0.3549094038267428
Decoded,decoded,MLP,Agglo,0,80,TwoDPlanes,XGBClassifier,closest,0.0085408194866307
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,80,TwoDPlanes,XGBClassifier,closest,0.0264370935321175
Encoded,encoded,MLP,Agglo,4,80,TwoDPlanes,XGBClassifier,closest,0.1589271459155274
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,80,TwoDPlanes,XGBClassifier,closest,0.0422502604600904
Original,original,,Agglo,1,80,TwoDPlanes,XGBClassifier,closest,0.0124697903292686
Decoded,decoded,GNN,Agglo,2,80,TwoDPlanes,XGBClassifier,closest,0.0229719404048728
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,80,TwoDPlanes,XGBClassifier,closest,0.0221129655980446
Encoded,encoded,GNN,Agglo,4,80,TwoDPlanes,XGBClassifier,closest,0.179618486698051
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,80,TwoDPlanes,XGBClassifier,closest,0.0869711561709123
Original,original,,Agglo,0,80,TwoDPlanes,XGBClassifier,closest,0.0124697903292686
Decoded,decoded,MLP,KIP,3,80,TwoDPlanes,XGBClassifier,centroid,0.13711376319702218
Decoded-FT,decoded,MLP-MultiHead,KIP,1,80,TwoDPlanes,XGBClassifier,centroid,0.08504119035151311
Encoded,encoded,MLP,KIP,4,80,TwoDPlanes,XGBClassifier,centroid,0.22415382090636263
Encoded-FT,encoded,MLP-MultiHead,KIP,0,80,TwoDPlanes,XGBClassifier,centroid,0.0486494420851078
Original,original,,KIP,2,80,TwoDPlanes,XGBClassifier,centroid,0.13077866482103231
Decoded,decoded,GNN,KIP,3,80,TwoDPlanes,XGBClassifier,centroid,0.170970563521316
Decoded-FT,decoded,GNN-MultiHead,KIP,1,80,TwoDPlanes,XGBClassifier,centroid,0.0977286526405115
Encoded,encoded,GNN,KIP,4,80,TwoDPlanes,XGBClassifier,centroid,0.28217691232887254
Encoded-FT,encoded,GNN-MultiHead,KIP,0,80,TwoDPlanes,XGBClassifier,centroid,0.07159947074532567
Original,original,,KIP,2,80,TwoDPlanes,XGBClassifier,centroid,0.13077866482103231
Decoded,decoded,MLP,KMeans,1,80,TwoDPlanes,XGBClassifier,centroid,0.020365108173751822
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,XGBClassifier,centroid,0.012785927474534341
Encoded,encoded,MLP,KMeans,3,80,TwoDPlanes,XGBClassifier,centroid,0.1348393585181879
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,80,TwoDPlanes,XGBClassifier,centroid,0.04880807852756288
Original,original,,KMeans,4,80,TwoDPlanes,XGBClassifier,centroid,0.2197913646273199
Decoded,decoded,GNN,KMeans,1,80,TwoDPlanes,XGBClassifier,centroid,0.05931168556210477
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,80,TwoDPlanes,XGBClassifier,centroid,0.047905555562247584
Encoded,encoded,GNN,KMeans,3,80,TwoDPlanes,XGBClassifier,centroid,0.1635630171738174
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,80,TwoDPlanes,XGBClassifier,centroid,0.06276403580608517
Original,original,,KMeans,4,80,TwoDPlanes,XGBClassifier,centroid,0.2197913646273199
Decoded,decoded,MLP,KMeans,2,80,TwoDPlanes,XGBClassifier,closest,0.01925293225892358
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,80,TwoDPlanes,XGBClassifier,closest,0.00758763564990374
Encoded,encoded,MLP,KMeans,4,80,TwoDPlanes,XGBClassifier,closest,0.15630123555280376
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,80,TwoDPlanes,XGBClassifier,closest,0.03714977991029146
Original,original,,KMeans,1,80,TwoDPlanes,XGBClassifier,closest,0.00939674271017192
Decoded,decoded,GNN,KMeans,2,80,TwoDPlanes,XGBClassifier,closest,0.03974922409766486
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,80,TwoDPlanes,XGBClassifier,closest,0.02566480204602924
Encoded,encoded,GNN,KMeans,4,80,TwoDPlanes,XGBClassifier,closest,0.1982672054661428
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,80,TwoDPlanes,XGBClassifier,closest,0.06198607709389233
Original,original,,KMeans,0,80,TwoDPlanes,XGBClassifier,closest,0.00939674271017192
Decoded,decoded,MLP,Agglo,3,90,Adult,GaussianNB,centroid,0.0587273227708371
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Adult,GaussianNB,centroid,0.0644281612079152
Encoded,encoded,MLP,Agglo,1,90,Adult,GaussianNB,centroid,-0.0823549606720121
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,GaussianNB,centroid,-0.1166183102411585
Original,original,,Agglo,2,90,Adult,GaussianNB,centroid,-0.0410301407093434
Decoded,decoded,GNN,Agglo,4,90,Adult,GaussianNB,centroid,0.0424193941414636
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Adult,GaussianNB,centroid,-0.0565727497297279
Encoded,encoded,GNN,Agglo,1,90,Adult,GaussianNB,centroid,-0.0675845576307041
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,GaussianNB,centroid,-0.1367911423490886
Original,original,,Agglo,3,90,Adult,GaussianNB,centroid,-0.0410301407093434
Decoded,decoded,MLP,Agglo,3,90,Adult,GaussianNB,closest,-0.0473175400652239
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Adult,GaussianNB,closest,-0.048282277474662
Encoded,encoded,MLP,Agglo,1,90,Adult,GaussianNB,closest,-0.0834876968183749
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,GaussianNB,closest,-0.1152694425002803
Original,original,,Agglo,4,90,Adult,GaussianNB,closest,-0.0211826178550233
Decoded,decoded,GNN,Agglo,4,90,Adult,GaussianNB,closest,0.0413524371760401
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Adult,GaussianNB,closest,0.0002407360209735
Encoded,encoded,GNN,Agglo,1,90,Adult,GaussianNB,closest,-0.0516567422835532
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,GaussianNB,closest,-0.142445856453185
Original,original,,Agglo,2,90,Adult,GaussianNB,closest,-0.0211826178550233
Decoded,decoded,MLP,KIP,4,90,Adult,GaussianNB,centroid,0.18227908865491332
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Adult,GaussianNB,centroid,0.098611700617069
Encoded,encoded,MLP,KIP,1,90,Adult,GaussianNB,centroid,-0.07339506151142469
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Adult,GaussianNB,centroid,-0.13018184823143303
Original,original,,KIP,2,90,Adult,GaussianNB,centroid,-0.0105871627588548
Decoded,decoded,GNN,KIP,3,90,Adult,GaussianNB,centroid,0.05017140964210892
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,Adult,GaussianNB,centroid,0.09457020478558245
Encoded,encoded,GNN,KIP,1,90,Adult,GaussianNB,centroid,-0.046930812998396396
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Adult,GaussianNB,centroid,-0.12418336079392955
Original,original,,KIP,2,90,Adult,GaussianNB,centroid,-0.0105871627588548
Decoded,decoded,MLP,KMeans,4,90,Adult,GaussianNB,centroid,0.00585738858373266
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Adult,GaussianNB,centroid,-0.01126637404854212
Encoded,encoded,MLP,KMeans,1,90,Adult,GaussianNB,centroid,-0.09136147195012878
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,GaussianNB,centroid,-0.11623693445775314
Original,original,,KMeans,2,90,Adult,GaussianNB,centroid,-0.04755054326645352
Decoded,decoded,GNN,KMeans,4,90,Adult,GaussianNB,centroid,0.00967111772457692
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Adult,GaussianNB,centroid,-0.004641097813642003
Encoded,encoded,GNN,KMeans,1,90,Adult,GaussianNB,centroid,-0.08021516463338216
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,GaussianNB,centroid,-0.13942654183494926
Original,original,,KMeans,2,90,Adult,GaussianNB,centroid,-0.04755054326645352
Decoded,decoded,MLP,KMeans,4,90,Adult,GaussianNB,closest,0.00903111570457498
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Adult,GaussianNB,closest,-0.0187691316452305
Encoded,encoded,MLP,KMeans,1,90,Adult,GaussianNB,closest,-0.08972380706370835
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,GaussianNB,closest,-0.11352998845600475
Original,original,,KMeans,2,90,Adult,GaussianNB,closest,-0.021995381684594
Decoded,decoded,GNN,KMeans,4,90,Adult,GaussianNB,closest,-0.014209465157872516
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Adult,GaussianNB,closest,-0.02088016274214102
Encoded,encoded,GNN,KMeans,1,90,Adult,GaussianNB,closest,-0.07178253187582345
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,GaussianNB,closest,-0.14090328086038867
Original,original,,KMeans,2,90,Adult,GaussianNB,closest,-0.021995381684594
Decoded,decoded,MLP,Agglo,4,90,Adult,KNeighborsClassifier,centroid,-0.0053215124506931
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Adult,KNeighborsClassifier,centroid,-0.0099212593513927
Encoded,encoded,MLP,Agglo,1,90,Adult,KNeighborsClassifier,centroid,-0.0427715580169739
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,KNeighborsClassifier,centroid,-0.0731501859464939
Original,original,,Agglo,2,90,Adult,KNeighborsClassifier,centroid,-0.0423212511615301
Decoded,decoded,GNN,Agglo,3,90,Adult,KNeighborsClassifier,centroid,0.0063720928529752
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Adult,KNeighborsClassifier,centroid,0.0230609720363645
Encoded,encoded,GNN,Agglo,2,90,Adult,KNeighborsClassifier,centroid,0.0026905868511211
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,KNeighborsClassifier,centroid,-0.0745132421537657
Original,original,,Agglo,1,90,Adult,KNeighborsClassifier,centroid,-0.0423212511615301
Decoded,decoded,MLP,Agglo,4,90,Adult,KNeighborsClassifier,closest,-0.0028674689025896
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Adult,KNeighborsClassifier,closest,-0.0049518838785942
Encoded,encoded,MLP,Agglo,1,90,Adult,KNeighborsClassifier,closest,-0.0329619601216059
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,KNeighborsClassifier,closest,-0.0595188781081308
Original,original,,Agglo,2,90,Adult,KNeighborsClassifier,closest,-0.0221598159504627
Decoded,decoded,GNN,Agglo,2,90,Adult,KNeighborsClassifier,closest,0.0062755501004681
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Adult,KNeighborsClassifier,closest,0.0079273532058634
Encoded,encoded,GNN,Agglo,4,90,Adult,KNeighborsClassifier,closest,0.034055320353124
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,KNeighborsClassifier,closest,-0.0576265994808658
Original,original,,Agglo,1,90,Adult,KNeighborsClassifier,closest,-0.0221598159504627
Decoded,decoded,MLP,KIP,3,90,Adult,KNeighborsClassifier,centroid,0.060483763258187606
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Adult,KNeighborsClassifier,centroid,0.055816368633856264
Encoded,encoded,MLP,KIP,1,90,Adult,KNeighborsClassifier,centroid,0.037999579930551475
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Adult,KNeighborsClassifier,centroid,-0.030278776689427023
Original,original,,KIP,4,90,Adult,KNeighborsClassifier,centroid,0.24488999346573692
Decoded,decoded,GNN,KIP,3,90,Adult,KNeighborsClassifier,centroid,0.10404267352373306
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Adult,KNeighborsClassifier,centroid,0.09247037039196483
Encoded,encoded,GNN,KIP,1,90,Adult,KNeighborsClassifier,centroid,0.06675486588354033
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Adult,KNeighborsClassifier,centroid,-0.01889684718760252
Original,original,,KIP,4,90,Adult,KNeighborsClassifier,centroid,0.24488999346573692
Decoded,decoded,MLP,KMeans,3,90,Adult,KNeighborsClassifier,centroid,-0.01097436179749044
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Adult,KNeighborsClassifier,centroid,-0.00934744014586634
Encoded,encoded,MLP,KMeans,1,90,Adult,KNeighborsClassifier,centroid,-0.04421629590136696
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,KNeighborsClassifier,centroid,-0.07492491834883148
Original,original,,KMeans,2,90,Adult,KNeighborsClassifier,centroid,-0.036133281066461145
Decoded,decoded,GNN,KMeans,3,90,Adult,KNeighborsClassifier,centroid,-0.00164182340513616
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Adult,KNeighborsClassifier,centroid,0.0005845853495559002
Encoded,encoded,GNN,KMeans,2,90,Adult,KNeighborsClassifier,centroid,-0.008907682484446419
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,KNeighborsClassifier,centroid,-0.0716382342384804
Original,original,,KMeans,1,90,Adult,KNeighborsClassifier,centroid,-0.036133281066461145
Decoded,decoded,MLP,KMeans,4,90,Adult,KNeighborsClassifier,closest,-0.00983042509590884
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Adult,KNeighborsClassifier,closest,-0.01323430288742826
Encoded,encoded,MLP,KMeans,1,90,Adult,KNeighborsClassifier,closest,-0.026345256137278377
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,KNeighborsClassifier,closest,-0.06415431328475737
Original,original,,KMeans,2,90,Adult,KNeighborsClassifier,closest,-0.0163653660468631
Decoded,decoded,GNN,KMeans,3,90,Adult,KNeighborsClassifier,closest,-0.0001810718984522599
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Adult,KNeighborsClassifier,closest,-0.00996614088380826
Encoded,encoded,GNN,KMeans,4,90,Adult,KNeighborsClassifier,closest,0.008429822978286861
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,KNeighborsClassifier,closest,-0.05905240847726724
Original,original,,KMeans,1,90,Adult,KNeighborsClassifier,closest,-0.0163653660468631
Decoded,decoded,MLP,Agglo,4,90,Adult,LogisticRegression,centroid,0.1641193011663513
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Adult,LogisticRegression,centroid,0.0880452670786143
Encoded,encoded,MLP,Agglo,3,90,Adult,LogisticRegression,centroid,0.1324064912555544
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Adult,LogisticRegression,centroid,0.067695845275033
Original,original,,Agglo,0,90,Adult,LogisticRegression,centroid,0.046758931370603
Decoded,decoded,GNN,Agglo,3,90,Adult,LogisticRegression,centroid,0.074908012579389
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Adult,LogisticRegression,centroid,0.0785742520865803
Encoded,encoded,GNN,Agglo,2,90,Adult,LogisticRegression,centroid,0.0636144587911854
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,LogisticRegression,centroid,0.0422658834019569
Original,original,,Agglo,1,90,Adult,LogisticRegression,centroid,0.046758931370603
Decoded,decoded,MLP,Agglo,2,90,Adult,LogisticRegression,closest,0.0531561782303771
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Adult,LogisticRegression,closest,0.0371633100446459
Encoded,encoded,MLP,Agglo,3,90,Adult,LogisticRegression,closest,0.0591853322535777
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,LogisticRegression,closest,0.0261152967096521
Original,original,,Agglo,4,90,Adult,LogisticRegression,closest,0.0660591578840052
Decoded,decoded,GNN,Agglo,2,90,Adult,LogisticRegression,closest,0.0608364595394456
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Adult,LogisticRegression,closest,0.0391852687678331
Encoded,encoded,GNN,Agglo,4,90,Adult,LogisticRegression,closest,0.0760315235352546
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,LogisticRegression,closest,0.0139028178894611
Original,original,,Agglo,3,90,Adult,LogisticRegression,closest,0.0660591578840052
Decoded,decoded,MLP,KIP,4,90,Adult,LogisticRegression,centroid,0.08100515859019068
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Adult,LogisticRegression,centroid,0.0800282872560645
Encoded,encoded,MLP,KIP,1,90,Adult,LogisticRegression,centroid,0.06613877647658968
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Adult,LogisticRegression,centroid,0.0148910793130518
Original,original,,KIP,2,90,Adult,LogisticRegression,centroid,0.07399095477518292
Decoded,decoded,GNN,KIP,4,90,Adult,LogisticRegression,centroid,0.1143921622740444
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Adult,LogisticRegression,centroid,0.08061711131273017
Encoded,encoded,GNN,KIP,1,90,Adult,LogisticRegression,centroid,0.058571761204720386
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Adult,LogisticRegression,centroid,0.010666003427358762
Original,original,,KIP,2,90,Adult,LogisticRegression,centroid,0.07399095477518292
Decoded,decoded,MLP,KMeans,3,90,Adult,LogisticRegression,centroid,0.07335330893613512
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Adult,LogisticRegression,centroid,0.06579931446599241
Encoded,encoded,MLP,KMeans,4,90,Adult,LogisticRegression,centroid,0.15373651884882417
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Adult,LogisticRegression,centroid,0.057385274879892055
Original,original,,KMeans,0,90,Adult,LogisticRegression,centroid,0.049104107222692164
Decoded,decoded,GNN,KMeans,4,90,Adult,LogisticRegression,centroid,0.0790131875451674
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Adult,LogisticRegression,centroid,0.06442423813527673
Encoded,encoded,GNN,KMeans,1,90,Adult,LogisticRegression,centroid,0.04871230059329919
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,LogisticRegression,centroid,0.03229916922679148
Original,original,,KMeans,2,90,Adult,LogisticRegression,centroid,0.049104107222692164
Decoded,decoded,MLP,KMeans,3,90,Adult,LogisticRegression,closest,0.06867503197160763
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Adult,LogisticRegression,closest,0.05611034419916744
Encoded,encoded,MLP,KMeans,2,90,Adult,LogisticRegression,closest,0.06472874564181248
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,LogisticRegression,closest,0.04304211488691536
Original,original,,KMeans,4,90,Adult,LogisticRegression,closest,0.0782129808555002
Decoded,decoded,GNN,KMeans,3,90,Adult,LogisticRegression,closest,0.057831056840343065
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Adult,LogisticRegression,closest,0.05181560826905548
Encoded,encoded,GNN,KMeans,2,90,Adult,LogisticRegression,closest,0.05546338711758468
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,LogisticRegression,closest,0.013661758782925897
Original,original,,KMeans,4,90,Adult,LogisticRegression,closest,0.0782129808555002
Decoded,decoded,MLP,Agglo,4,90,Adult,MLPClassifier,centroid,0.1034905480695616
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Adult,MLPClassifier,centroid,0.02799853433708
Encoded,encoded,MLP,Agglo,1,90,Adult,MLPClassifier,centroid,-0.000571125324356
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,MLPClassifier,centroid,-0.0071196001032871
Original,original,,Agglo,3,90,Adult,MLPClassifier,centroid,0.0330680840606663
Decoded,decoded,GNN,Agglo,4,90,Adult,MLPClassifier,centroid,0.0361890190438355
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Adult,MLPClassifier,centroid,0.0317193511559363
Encoded,encoded,GNN,Agglo,1,90,Adult,MLPClassifier,centroid,-0.0038566552251205
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,MLPClassifier,centroid,-0.0357352176595443
Original,original,,Agglo,3,90,Adult,MLPClassifier,centroid,0.0330680840606663
Decoded,decoded,MLP,Agglo,3,90,Adult,MLPClassifier,closest,0.0120430693754775
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Adult,MLPClassifier,closest,0.0019725784998595
Encoded,encoded,MLP,Agglo,1,90,Adult,MLPClassifier,closest,-0.0019702149509828
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,MLPClassifier,closest,-0.0257959694007082
Original,original,,Agglo,4,90,Adult,MLPClassifier,closest,0.0136921699499314
Decoded,decoded,GNN,Agglo,4,90,Adult,MLPClassifier,closest,0.0253083561366558
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Adult,MLPClassifier,closest,0.0088799187832083
Encoded,encoded,GNN,Agglo,3,90,Adult,MLPClassifier,closest,0.0201445270745508
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,MLPClassifier,closest,-0.0437853338246888
Original,original,,Agglo,2,90,Adult,MLPClassifier,closest,0.0136921699499314
Decoded,decoded,MLP,KIP,4,90,Adult,MLPClassifier,centroid,0.04367791052825116
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Adult,MLPClassifier,centroid,0.0356162654969201
Encoded,encoded,MLP,KIP,2,90,Adult,MLPClassifier,centroid,0.017829903659778178
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Adult,MLPClassifier,centroid,-0.03365081703617134
Original,original,,KIP,1,90,Adult,MLPClassifier,centroid,-0.0029197313196422194
Decoded,decoded,GNN,KIP,4,90,Adult,MLPClassifier,centroid,0.06461689203433472
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Adult,MLPClassifier,centroid,0.03887155510289212
Encoded,encoded,GNN,KIP,2,90,Adult,MLPClassifier,centroid,0.0184472757571513
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Adult,MLPClassifier,centroid,-0.036466263327050816
Original,original,,KIP,1,90,Adult,MLPClassifier,centroid,-0.0029197313196422194
Decoded,decoded,MLP,KMeans,3,90,Adult,MLPClassifier,centroid,0.027201913319077276
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Adult,MLPClassifier,centroid,0.023776119923318538
Encoded,encoded,MLP,KMeans,1,90,Adult,MLPClassifier,centroid,-0.0013427583784031798
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,MLPClassifier,centroid,-0.017846868688380656
Original,original,,KMeans,4,90,Adult,MLPClassifier,centroid,0.02991998139624416
Decoded,decoded,GNN,KMeans,3,90,Adult,MLPClassifier,centroid,0.025168919883768535
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Adult,MLPClassifier,centroid,0.017518611141913838
Encoded,encoded,GNN,KMeans,1,90,Adult,MLPClassifier,centroid,-0.0076453190275597395
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,MLPClassifier,centroid,-0.047635541813707195
Original,original,,KMeans,4,90,Adult,MLPClassifier,centroid,0.02991998139624416
Decoded,decoded,MLP,KMeans,3,90,Adult,MLPClassifier,closest,0.015197711191791318
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Adult,MLPClassifier,closest,0.00026165799145752013
Encoded,encoded,MLP,KMeans,1,90,Adult,MLPClassifier,closest,-0.003851035231125242
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,MLPClassifier,closest,-0.02669474825348504
Original,original,,KMeans,4,90,Adult,MLPClassifier,closest,0.029571778123424902
Decoded,decoded,GNN,KMeans,3,90,Adult,MLPClassifier,closest,0.020165536397897636
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Adult,MLPClassifier,closest,0.017737318197954162
Encoded,encoded,GNN,KMeans,1,90,Adult,MLPClassifier,closest,0.009292449977950002
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,MLPClassifier,closest,-0.041751998987875724
Original,original,,KMeans,4,90,Adult,MLPClassifier,closest,0.029571778123424902
Decoded,decoded,MLP,Agglo,3,90,Adult,XGBClassifier,centroid,0.1438355985834698
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Adult,XGBClassifier,centroid,0.1145308326919864
Encoded,encoded,MLP,Agglo,1,90,Adult,XGBClassifier,centroid,0.1026208477781613
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,XGBClassifier,centroid,0.0722334055865225
Original,original,,Agglo,4,90,Adult,XGBClassifier,centroid,0.2660704136679471
Decoded,decoded,GNN,Agglo,2,90,Adult,XGBClassifier,centroid,0.1249365043905103
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Adult,XGBClassifier,centroid,0.1337257092730113
Encoded,encoded,GNN,Agglo,1,90,Adult,XGBClassifier,centroid,0.1165368059321373
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,XGBClassifier,centroid,0.0621449163955531
Original,original,,Agglo,4,90,Adult,XGBClassifier,centroid,0.2660704136679471
Decoded,decoded,MLP,Agglo,3,90,Adult,XGBClassifier,closest,0.1092562185382627
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Adult,XGBClassifier,closest,0.1024714106831458
Encoded,encoded,MLP,Agglo,1,90,Adult,XGBClassifier,closest,0.0999208559320313
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Adult,XGBClassifier,closest,0.0680198251191935
Original,original,,Agglo,4,90,Adult,XGBClassifier,closest,0.1112065393430285
Decoded,decoded,GNN,Agglo,3,90,Adult,XGBClassifier,closest,0.1137662482529046
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Adult,XGBClassifier,closest,0.1124843629084399
Encoded,encoded,GNN,Agglo,4,90,Adult,XGBClassifier,closest,0.1338568986740717
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Adult,XGBClassifier,closest,0.0528966698564768
Original,original,,Agglo,1,90,Adult,XGBClassifier,closest,0.1112065393430285
Decoded,decoded,MLP,KIP,3,90,Adult,XGBClassifier,centroid,0.13102586292344426
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Adult,XGBClassifier,centroid,0.1280233230990647
Encoded,encoded,MLP,KIP,1,90,Adult,XGBClassifier,centroid,0.1278761896996315
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Adult,XGBClassifier,centroid,0.05907924318750235
Original,original,,KIP,4,90,Adult,XGBClassifier,centroid,0.1317319941183015
Decoded,decoded,GNN,KIP,4,90,Adult,XGBClassifier,centroid,0.15821618788698674
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Adult,XGBClassifier,centroid,0.1342160448153664
Encoded,encoded,GNN,KIP,3,90,Adult,XGBClassifier,centroid,0.13939819590324118
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Adult,XGBClassifier,centroid,0.060289253229796336
Original,original,,KIP,1,90,Adult,XGBClassifier,centroid,0.1317319941183015
Decoded,decoded,MLP,KMeans,1,90,Adult,XGBClassifier,centroid,0.09002859310582724
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Adult,XGBClassifier,centroid,0.10415828571099475
Encoded,encoded,MLP,KMeans,2,90,Adult,XGBClassifier,centroid,0.09512377362310992
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,XGBClassifier,centroid,0.07674338680230991
Original,original,,KMeans,4,90,Adult,XGBClassifier,centroid,0.34145999132476745
Decoded,decoded,GNN,KMeans,1,90,Adult,XGBClassifier,centroid,0.10582892574734466
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Adult,XGBClassifier,centroid,0.11713078352627293
Encoded,encoded,GNN,KMeans,2,90,Adult,XGBClassifier,centroid,0.11283768918721075
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,XGBClassifier,centroid,0.05306003824740905
Original,original,,KMeans,4,90,Adult,XGBClassifier,centroid,0.34145999132476745
Decoded,decoded,MLP,KMeans,3,90,Adult,XGBClassifier,closest,0.11249991891597785
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Adult,XGBClassifier,closest,0.10308909209235276
Encoded,encoded,MLP,KMeans,2,90,Adult,XGBClassifier,closest,0.10420699068549188
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Adult,XGBClassifier,closest,0.071870597781723
Original,original,,KMeans,4,90,Adult,XGBClassifier,closest,0.14370227523281723
Decoded,decoded,GNN,KMeans,1,90,Adult,XGBClassifier,closest,0.10553541068072085
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Adult,XGBClassifier,closest,0.10836627668535795
Encoded,encoded,GNN,KMeans,3,90,Adult,XGBClassifier,closest,0.126901314228018
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Adult,XGBClassifier,closest,0.05608368719815149
Original,original,,KMeans,4,90,Adult,XGBClassifier,closest,0.14370227523281723
Decoded,decoded,MLP,Agglo,3,90,AmazonEmployeeAccess,GaussianNB,centroid,0.0092022218632623
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0058326093505111
Encoded,encoded,MLP,Agglo,4,90,AmazonEmployeeAccess,GaussianNB,centroid,0.0198458607828327
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0057103690347816
Original,original,,Agglo,0,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0148798479563313
Decoded,decoded,GNN,Agglo,2,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0154124664748659
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,AmazonEmployeeAccess,GaussianNB,centroid,0.0039764483658359
Encoded,encoded,GNN,Agglo,0,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0621213642601333
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0522191710651353
Original,original,,Agglo,3,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0148798479563313
Decoded,decoded,MLP,Agglo,0,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0458066478358371
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,AmazonEmployeeAccess,GaussianNB,closest,0.0664703545405727
Encoded,encoded,MLP,Agglo,3,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0049987557682151
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0321113667485969
Original,original,,Agglo,2,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0216947455582381
Decoded,decoded,GNN,Agglo,4,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0067937965950251
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0705646774965767
Encoded,encoded,GNN,Agglo,0,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0828651092668347
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0372971210950406
Original,original,,Agglo,3,90,AmazonEmployeeAccess,GaussianNB,closest,-0.0216947455582381
Decoded,decoded,MLP,KIP,2,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.004244358391142959
Decoded-FT,decoded,MLP-MultiHead,KIP,0,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.02238118314073216
Encoded,encoded,MLP,KIP,3,90,AmazonEmployeeAccess,GaussianNB,centroid,0.02399999417903238
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.013492711421174803
Original,original,,KIP,4,90,AmazonEmployeeAccess,GaussianNB,centroid,0.04200380982317342
Decoded,decoded,GNN,KIP,3,90,AmazonEmployeeAccess,GaussianNB,centroid,0.011077446516223657
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.02039666982454156
Encoded,encoded,GNN,KIP,1,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0326001824873286
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.040066300818864684
Original,original,,KIP,4,90,AmazonEmployeeAccess,GaussianNB,centroid,0.04200380982317342
Decoded,decoded,MLP,KMeans,3,90,AmazonEmployeeAccess,GaussianNB,centroid,0.01606325063193858
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.07743632953078645
Encoded,encoded,MLP,KMeans,4,90,AmazonEmployeeAccess,GaussianNB,centroid,0.02482016848790166
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.02547502732216588
Original,original,,KMeans,2,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.00666762712629026
Decoded,decoded,GNN,KMeans,2,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.013816357209486502
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.0007024452428873007
Encoded,encoded,GNN,KMeans,0,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.09889023256220078
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.06260042987844372
Original,original,,KMeans,3,90,AmazonEmployeeAccess,GaussianNB,centroid,-0.00666762712629026
Decoded,decoded,MLP,KMeans,3,90,AmazonEmployeeAccess,GaussianNB,closest,0.035297764311939664
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,GaussianNB,closest,-0.02568094404449562
Encoded,encoded,MLP,KMeans,2,90,AmazonEmployeeAccess,GaussianNB,closest,0.0053350621606556405
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,GaussianNB,closest,-0.04328049350161756
Original,original,,KMeans,4,90,AmazonEmployeeAccess,GaussianNB,closest,0.0456010221618781
Decoded,decoded,GNN,KMeans,3,90,AmazonEmployeeAccess,GaussianNB,closest,-0.040260721130548384
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,AmazonEmployeeAccess,GaussianNB,closest,-0.04127313288832045
Encoded,encoded,GNN,KMeans,1,90,AmazonEmployeeAccess,GaussianNB,closest,-0.06788557724351008
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,AmazonEmployeeAccess,GaussianNB,closest,-0.07190699258263235
Original,original,,KMeans,4,90,AmazonEmployeeAccess,GaussianNB,closest,0.0456010221618781
Decoded,decoded,MLP,Agglo,1,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0531345073534054
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0785394180395127
Encoded,encoded,MLP,Agglo,4,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0903130720191883
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0335113299248881
Original,original,,Agglo,2,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0675074165246481
Decoded,decoded,GNN,Agglo,3,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0628940225967306
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0305118979991164
Encoded,encoded,GNN,Agglo,1,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0473666603547309
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0521782490689894
Original,original,,Agglo,4,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0675074165246481
Decoded,decoded,MLP,Agglo,1,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0583462728018685
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0678791895474342
Encoded,encoded,MLP,Agglo,4,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1134721959224894
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0446209682509626
Original,original,,Agglo,3,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.081053462096825
Decoded,decoded,GNN,Agglo,0,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0015066590923437
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0395518525531781
Encoded,encoded,GNN,Agglo,1,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0393631256706433
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.060136969008395
Original,original,,Agglo,4,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.081053462096825
Decoded,decoded,MLP,KIP,3,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13139758884049738
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.13434930253108637
Encoded,encoded,MLP,KIP,1,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10672612510256903
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.04803698794420248
Original,original,,KIP,2,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11037720128763488
Decoded,decoded,GNN,KIP,4,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11880439310736604
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.10878520482231908
Encoded,encoded,GNN,KIP,1,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09530164741526234
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.04900902606829514
Original,original,,KIP,3,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11037720128763488
Decoded,decoded,MLP,KMeans,1,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.060127501104588796
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07655065328536273
Encoded,encoded,MLP,KMeans,4,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07749630751751568
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.019813924130530902
Original,original,,KMeans,2,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.062391213785268
Decoded,decoded,GNN,KMeans,0,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.04034273811778072
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.04160032822066526
Encoded,encoded,GNN,KMeans,3,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.05860973300511272
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.052366218519219965
Original,original,,KMeans,4,90,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.062391213785268
Decoded,decoded,MLP,KMeans,2,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.06358783058764131
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05007031496559996
Encoded,encoded,MLP,KMeans,4,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09743583917187408
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0384241620905132
Original,original,,KMeans,3,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0715539986113741
Decoded,decoded,GNN,KMeans,2,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.047257463864167085
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.03195834122325318
Encoded,encoded,GNN,KMeans,3,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0513866060720823
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.04096130783311243
Original,original,,KMeans,4,90,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0715539986113741
Decoded,decoded,MLP,Agglo,4,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.1121923615151785
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.1090965761137195
Encoded,encoded,MLP,Agglo,2,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.0855974763632601
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.0561533445276389
Original,original,,Agglo,0,90,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0144716949920067
Decoded,decoded,GNN,Agglo,3,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.1278462926899992
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.1286191213130166
Encoded,encoded,GNN,Agglo,1,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.0622069558408279
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.0864169301841951
Original,original,,Agglo,0,90,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0144716949920067
Decoded,decoded,MLP,Agglo,1,90,AmazonEmployeeAccess,LogisticRegression,closest,0.091163119851668
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0970315077758694
Encoded,encoded,MLP,Agglo,4,90,AmazonEmployeeAccess,LogisticRegression,closest,0.1062115621549017
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,AmazonEmployeeAccess,LogisticRegression,closest,0.092648739171617
Original,original,,Agglo,0,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0600270681628458
Decoded,decoded,GNN,Agglo,1,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0476126301912847
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0435172771906338
Encoded,encoded,GNN,Agglo,2,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0570686035497743
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0771800313857839
Original,original,,Agglo,3,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0600270681628458
Decoded,decoded,MLP,KIP,1,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.07506094807549692
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.10582463688231991
Encoded,encoded,MLP,KIP,4,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.13240623704633842
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.1049112939642084
Original,original,,KIP,0,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.03959079682463233
Decoded,decoded,GNN,KIP,3,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.11598765262566926
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.12446155880171961
Encoded,encoded,GNN,KIP,2,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.0953457194555454
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.08371381836738989
Original,original,,KIP,0,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.03959079682463233
Decoded,decoded,MLP,KMeans,4,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.11790516179263025
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.10515221211016061
Encoded,encoded,MLP,KMeans,3,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.10565448684498782
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.07363613312324306
Original,original,,KMeans,0,90,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0109125956375421
Decoded,decoded,GNN,KMeans,4,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.1086598321365134
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.10460893274921963
Encoded,encoded,GNN,KMeans,2,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.06497253264881576
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,AmazonEmployeeAccess,LogisticRegression,centroid,0.0619154525486418
Original,original,,KMeans,0,90,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0109125956375421
Decoded,decoded,MLP,KMeans,2,90,AmazonEmployeeAccess,LogisticRegression,closest,0.06450193750051891
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0500371404829987
Encoded,encoded,MLP,KMeans,4,90,AmazonEmployeeAccess,LogisticRegression,closest,0.12787081882150658
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,AmazonEmployeeAccess,LogisticRegression,closest,0.10421638690483408
Original,original,,KMeans,0,90,AmazonEmployeeAccess,LogisticRegression,closest,0.04217153346443738
Decoded,decoded,GNN,KMeans,0,90,AmazonEmployeeAccess,LogisticRegression,closest,0.028060832470554235
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,AmazonEmployeeAccess,LogisticRegression,closest,0.0290266766389235
Encoded,encoded,GNN,KMeans,4,90,AmazonEmployeeAccess,LogisticRegression,closest,0.06780491761710736
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,AmazonEmployeeAccess,LogisticRegression,closest,0.05894996222081557
Original,original,,KMeans,2,90,AmazonEmployeeAccess,LogisticRegression,closest,0.04217153346443738
Decoded,decoded,MLP,Agglo,3,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.0096394308523332
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.0156791196497089
Encoded,encoded,MLP,Agglo,2,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0192125290718151
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0780256399560426
Original,original,,Agglo,0,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1294320627328908
Decoded,decoded,GNN,Agglo,4,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.0537814045695661
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.0493966123856018
Encoded,encoded,GNN,Agglo,1,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0421184864944707
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0167814722698823
Original,original,,Agglo,0,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1294320627328908
Decoded,decoded,MLP,Agglo,3,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0369445411320451
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0011844136092681
Encoded,encoded,MLP,Agglo,1,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0574160225448891
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0912333561508473
Original,original,,Agglo,2,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0370505365762925
Decoded,decoded,GNN,Agglo,1,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0524390235562907
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0395759635156841
Encoded,encoded,GNN,Agglo,2,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0489863074401279
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0548823895065878
Original,original,,Agglo,4,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0370505365762925
Decoded,decoded,MLP,KIP,2,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.006904201317489103
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.0460691760461236
Encoded,encoded,MLP,KIP,3,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.03748012585420353
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.018569444453942256
Original,original,,KIP,0,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1073293456251577
Decoded,decoded,GNN,KIP,4,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.04181691235954736
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.020389693960379582
Encoded,encoded,GNN,KIP,2,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.003073594346544839
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,AmazonEmployeeAccess,MLPClassifier,centroid,4.13040311777196e-05
Original,original,,KIP,0,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1073293456251577
Decoded,decoded,MLP,KMeans,3,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.02141696077553098
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.02334402633610666
Encoded,encoded,MLP,KMeans,2,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.030189827583023444
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11997863678917231
Original,original,,KMeans,1,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11559411814183831
Decoded,decoded,GNN,KMeans,3,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.02036753749332388
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,AmazonEmployeeAccess,MLPClassifier,centroid,0.026592273821108302
Encoded,encoded,GNN,KMeans,2,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.037687329851667985
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.05753555805233718
Original,original,,KMeans,0,90,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11559411814183831
Decoded,decoded,MLP,KMeans,3,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.03960906144795244
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.05565102743777558
Encoded,encoded,MLP,KMeans,4,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.032580674500299875
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.11001232966361152
Original,original,,KMeans,2,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.046268721017939204
Decoded,decoded,GNN,KMeans,0,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.05638725127827091
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.04564738256217658
Encoded,encoded,GNN,KMeans,1,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.0507534908402841
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.049740584698224184
Original,original,,KMeans,3,90,AmazonEmployeeAccess,MLPClassifier,closest,-0.046268721017939204
Decoded,decoded,MLP,Agglo,3,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3710699507876261
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3553858835788882
Encoded,encoded,MLP,Agglo,2,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3619491180564536
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.2625417392428749
Original,original,,Agglo,4,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,2,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3430918225312047
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3464461744415118
Encoded,encoded,GNN,Agglo,1,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.2835734686737
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.2828622852187936
Original,original,,Agglo,4,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,3,90,AmazonEmployeeAccess,XGBClassifier,closest,0.3082371777806512
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,AmazonEmployeeAccess,XGBClassifier,closest,0.3340118733408889
Encoded,encoded,MLP,Agglo,1,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2850947167055854
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2624357272706529
Original,original,,Agglo,2,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2893646697750835
Decoded,decoded,GNN,Agglo,2,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2745686311049586
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2764316845540082
Encoded,encoded,GNN,Agglo,1,90,AmazonEmployeeAccess,XGBClassifier,closest,0.255628142327966
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,AmazonEmployeeAccess,XGBClassifier,closest,0.235882342874094
Original,original,,Agglo,4,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2893646697750835
Decoded,decoded,MLP,KIP,1,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.32613893938587224
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3398175262985753
Encoded,encoded,MLP,KIP,3,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.35051066394870356
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.32015606103247113
Original,original,,KIP,4,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.358744799233291
Decoded,decoded,GNN,KIP,1,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3239098356291502
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3259073293730177
Encoded,encoded,GNN,KIP,2,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.32582670322732776
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.32212712309178454
Original,original,,KIP,4,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.358744799233291
Decoded,decoded,MLP,KMeans,3,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3530018026789178
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.33123493013668426
Encoded,encoded,MLP,KMeans,1,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.3228951631918827
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.27381799027922515
Original,original,,KMeans,4,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.37169651482075894
Decoded,decoded,GNN,KMeans,3,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.343790645845852
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.34021932593499715
Encoded,encoded,GNN,KMeans,1,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.28343627111682423
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.2833414783488374
Original,original,,KMeans,4,90,AmazonEmployeeAccess,XGBClassifier,centroid,0.37169651482075894
Decoded,decoded,MLP,KMeans,2,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2974631287508272
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,AmazonEmployeeAccess,XGBClassifier,closest,0.29632333366293706
Encoded,encoded,MLP,KMeans,4,90,AmazonEmployeeAccess,XGBClassifier,closest,0.3286843676552244
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2825739136387493
Original,original,,KMeans,3,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2991195777015464
Decoded,decoded,GNN,KMeans,2,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2823308942656556
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,AmazonEmployeeAccess,XGBClassifier,closest,0.29207220603783346
Encoded,encoded,GNN,KMeans,1,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2806360338021313
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,AmazonEmployeeAccess,XGBClassifier,closest,0.26556455416023306
Original,original,,KMeans,4,90,AmazonEmployeeAccess,XGBClassifier,closest,0.2991195777015464
Decoded,decoded,MLP,Agglo,3,90,BankMarketing,GaussianNB,centroid,0.0971083134643994
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,BankMarketing,GaussianNB,centroid,0.1025717118908593
Encoded,encoded,MLP,Agglo,1,90,BankMarketing,GaussianNB,centroid,0.0455069159207194
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,BankMarketing,GaussianNB,centroid,-0.0497707408033063
Original,original,,Agglo,2,90,BankMarketing,GaussianNB,centroid,0.0934406670600935
Decoded,decoded,GNN,Agglo,3,90,BankMarketing,GaussianNB,centroid,0.1162877933782067
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,BankMarketing,GaussianNB,centroid,0.1478824544585475
Encoded,encoded,GNN,Agglo,1,90,BankMarketing,GaussianNB,centroid,-0.0318867119505066
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,GaussianNB,centroid,-0.1102832981806983
Original,original,,Agglo,2,90,BankMarketing,GaussianNB,centroid,0.0934406670600935
Decoded,decoded,MLP,Agglo,3,90,BankMarketing,GaussianNB,closest,0.066498201081516
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,BankMarketing,GaussianNB,closest,0.0863227555345701
Encoded,encoded,MLP,Agglo,2,90,BankMarketing,GaussianNB,closest,0.0540191015702262
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,BankMarketing,GaussianNB,closest,-0.0495072617278012
Original,original,,Agglo,1,90,BankMarketing,GaussianNB,closest,0.0522117146419989
Decoded,decoded,GNN,Agglo,3,90,BankMarketing,GaussianNB,closest,0.117305626743671
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,BankMarketing,GaussianNB,closest,0.2033269056613833
Encoded,encoded,GNN,Agglo,1,90,BankMarketing,GaussianNB,closest,-0.0300235069285864
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,GaussianNB,closest,-0.1081532267055557
Original,original,,Agglo,2,90,BankMarketing,GaussianNB,closest,0.0522117146419989
Decoded,decoded,MLP,KIP,4,90,BankMarketing,GaussianNB,centroid,0.15690030196263186
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,BankMarketing,GaussianNB,centroid,0.14481334296919554
Encoded,encoded,MLP,KIP,1,90,BankMarketing,GaussianNB,centroid,0.09245040400370366
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,BankMarketing,GaussianNB,centroid,-0.01169967862622104
Original,original,,KIP,2,90,BankMarketing,GaussianNB,centroid,0.11043131185922413
Decoded,decoded,GNN,KIP,3,90,BankMarketing,GaussianNB,centroid,0.15144046764663993
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,BankMarketing,GaussianNB,centroid,0.162954400152108
Encoded,encoded,GNN,KIP,1,90,BankMarketing,GaussianNB,centroid,0.03791936656625786
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,BankMarketing,GaussianNB,centroid,-0.09181634580590352
Original,original,,KIP,2,90,BankMarketing,GaussianNB,centroid,0.11043131185922413
Decoded,decoded,MLP,KMeans,1,90,BankMarketing,GaussianNB,centroid,-0.01236607891735872
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,BankMarketing,GaussianNB,centroid,0.028770619004985797
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,GaussianNB,centroid,0.050154515970970426
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,BankMarketing,GaussianNB,centroid,-0.0468644001771451
Original,original,,KMeans,3,90,BankMarketing,GaussianNB,centroid,0.04314441142323909
Decoded,decoded,GNN,KMeans,4,90,BankMarketing,GaussianNB,centroid,0.13540550519572186
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,BankMarketing,GaussianNB,centroid,0.12867295943261714
Encoded,encoded,GNN,KMeans,1,90,BankMarketing,GaussianNB,centroid,-0.03962330592453832
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,GaussianNB,centroid,-0.119638940881864
Original,original,,KMeans,2,90,BankMarketing,GaussianNB,centroid,0.04314441142323909
Decoded,decoded,MLP,KMeans,0,90,BankMarketing,GaussianNB,closest,-0.04909517986460208
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,BankMarketing,GaussianNB,closest,-0.009752083715947461
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,GaussianNB,closest,0.054556457498056175
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,BankMarketing,GaussianNB,closest,-0.04311363046919742
Original,original,,KMeans,3,90,BankMarketing,GaussianNB,closest,-0.001060278681037602
Decoded,decoded,GNN,KMeans,3,90,BankMarketing,GaussianNB,closest,0.14452780175533908
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,BankMarketing,GaussianNB,closest,0.1494989700162579
Encoded,encoded,GNN,KMeans,1,90,BankMarketing,GaussianNB,closest,-0.039858802314550995
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,GaussianNB,closest,-0.11337161462893561
Original,original,,KMeans,2,90,BankMarketing,GaussianNB,closest,-0.001060278681037602
Decoded,decoded,MLP,Agglo,4,90,BankMarketing,KNeighborsClassifier,centroid,-0.0596657452253464
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,BankMarketing,KNeighborsClassifier,centroid,-0.0946634158113651
Encoded,encoded,MLP,Agglo,3,90,BankMarketing,KNeighborsClassifier,centroid,-0.0627239883180855
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,BankMarketing,KNeighborsClassifier,centroid,-0.1561451037782965
Original,original,,Agglo,0,90,BankMarketing,KNeighborsClassifier,centroid,-0.176042557941753
Decoded,decoded,GNN,Agglo,3,90,BankMarketing,KNeighborsClassifier,centroid,-0.1000704308964178
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,BankMarketing,KNeighborsClassifier,centroid,-0.068401692922582
Encoded,encoded,GNN,Agglo,2,90,BankMarketing,KNeighborsClassifier,centroid,-0.1337777287374833
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,KNeighborsClassifier,centroid,-0.2310217287219969
Original,original,,Agglo,1,90,BankMarketing,KNeighborsClassifier,centroid,-0.176042557941753
Decoded,decoded,MLP,Agglo,3,90,BankMarketing,KNeighborsClassifier,closest,-0.0647112494563625
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,BankMarketing,KNeighborsClassifier,closest,-0.0890860502301667
Encoded,encoded,MLP,Agglo,4,90,BankMarketing,KNeighborsClassifier,closest,-0.0214036687302306
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,BankMarketing,KNeighborsClassifier,closest,-0.1254276507246993
Original,original,,Agglo,2,90,BankMarketing,KNeighborsClassifier,closest,-0.0702937771738077
Decoded,decoded,GNN,Agglo,1,90,BankMarketing,KNeighborsClassifier,closest,-0.1086034421124493
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,BankMarketing,KNeighborsClassifier,closest,-0.0792128193910484
Encoded,encoded,GNN,Agglo,2,90,BankMarketing,KNeighborsClassifier,closest,-0.0897442226016392
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,KNeighborsClassifier,closest,-0.2136240390360741
Original,original,,Agglo,4,90,BankMarketing,KNeighborsClassifier,closest,-0.0702937771738077
Decoded,decoded,MLP,KIP,3,90,BankMarketing,KNeighborsClassifier,centroid,0.06066194073093266
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,BankMarketing,KNeighborsClassifier,centroid,0.05228005105352742
Encoded,encoded,MLP,KIP,1,90,BankMarketing,KNeighborsClassifier,centroid,0.0507491227594716
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,BankMarketing,KNeighborsClassifier,centroid,-0.058463677273566016
Original,original,,KIP,4,90,BankMarketing,KNeighborsClassifier,centroid,0.13986366152905058
Decoded,decoded,GNN,KIP,3,90,BankMarketing,KNeighborsClassifier,centroid,0.09025953285248038
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,BankMarketing,KNeighborsClassifier,centroid,0.06319961464652916
Encoded,encoded,GNN,KIP,1,90,BankMarketing,KNeighborsClassifier,centroid,-0.00030250118406502
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,BankMarketing,KNeighborsClassifier,centroid,-0.15396716623240186
Original,original,,KIP,4,90,BankMarketing,KNeighborsClassifier,centroid,0.13986366152905058
Decoded,decoded,MLP,KMeans,3,90,BankMarketing,KNeighborsClassifier,centroid,-0.07561187446200848
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,BankMarketing,KNeighborsClassifier,centroid,-0.09815718188658004
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,KNeighborsClassifier,centroid,-0.07240663953964059
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,BankMarketing,KNeighborsClassifier,centroid,-0.18361283074774828
Original,original,,KMeans,1,90,BankMarketing,KNeighborsClassifier,centroid,-0.18189138736283228
Decoded,decoded,GNN,KMeans,3,90,BankMarketing,KNeighborsClassifier,centroid,-0.09482712005709314
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,BankMarketing,KNeighborsClassifier,centroid,-0.056641701285242776
Encoded,encoded,GNN,KMeans,2,90,BankMarketing,KNeighborsClassifier,centroid,-0.13930553781071212
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,KNeighborsClassifier,centroid,-0.24229380169395492
Original,original,,KMeans,1,90,BankMarketing,KNeighborsClassifier,centroid,-0.18189138736283228
Decoded,decoded,MLP,KMeans,1,90,BankMarketing,KNeighborsClassifier,closest,-0.1071164887665462
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,BankMarketing,KNeighborsClassifier,closest,-0.09065501701569152
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,KNeighborsClassifier,closest,-0.04534081714035706
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,BankMarketing,KNeighborsClassifier,closest,-0.12404545648125553
Original,original,,KMeans,2,90,BankMarketing,KNeighborsClassifier,closest,-0.10603344031860695
Decoded,decoded,GNN,KMeans,3,90,BankMarketing,KNeighborsClassifier,closest,-0.09567309739789609
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,BankMarketing,KNeighborsClassifier,closest,-0.0873614450367995
Encoded,encoded,GNN,KMeans,1,90,BankMarketing,KNeighborsClassifier,closest,-0.10892172007541875
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,KNeighborsClassifier,closest,-0.21453660793446144
Original,original,,KMeans,2,90,BankMarketing,KNeighborsClassifier,closest,-0.10603344031860695
Decoded,decoded,MLP,Agglo,3,90,BankMarketing,LogisticRegression,centroid,0.1424960768441551
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,BankMarketing,LogisticRegression,centroid,0.1020308852174831
Encoded,encoded,MLP,Agglo,4,90,BankMarketing,LogisticRegression,centroid,0.2440419817194659
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,BankMarketing,LogisticRegression,centroid,0.0980895821290498
Original,original,,Agglo,0,90,BankMarketing,LogisticRegression,centroid,0.0359845296961621
Decoded,decoded,GNN,Agglo,4,90,BankMarketing,LogisticRegression,centroid,0.1451407688639332
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,BankMarketing,LogisticRegression,centroid,0.1063308334820312
Encoded,encoded,GNN,Agglo,2,90,BankMarketing,LogisticRegression,centroid,0.0872075590667487
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,BankMarketing,LogisticRegression,centroid,0.0672358535913268
Original,original,,Agglo,0,90,BankMarketing,LogisticRegression,centroid,0.0359845296961621
Decoded,decoded,MLP,Agglo,2,90,BankMarketing,LogisticRegression,closest,0.099197891834082
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,BankMarketing,LogisticRegression,closest,0.0843581256717483
Encoded,encoded,MLP,Agglo,4,90,BankMarketing,LogisticRegression,closest,0.2154074018243607
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,BankMarketing,LogisticRegression,closest,0.1022700241554356
Original,original,,Agglo,1,90,BankMarketing,LogisticRegression,closest,0.0956156133066466
Decoded,decoded,GNN,Agglo,4,90,BankMarketing,LogisticRegression,closest,0.1586447208530294
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,BankMarketing,LogisticRegression,closest,0.1092390715339051
Encoded,encoded,GNN,Agglo,1,90,BankMarketing,LogisticRegression,closest,0.0927768026883719
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,LogisticRegression,closest,0.03310133104657
Original,original,,Agglo,2,90,BankMarketing,LogisticRegression,closest,0.0956156133066466
Decoded,decoded,MLP,KIP,3,90,BankMarketing,LogisticRegression,centroid,0.1837487197340968
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,BankMarketing,LogisticRegression,centroid,0.17893040525766757
Encoded,encoded,MLP,KIP,4,90,BankMarketing,LogisticRegression,centroid,0.20850757954088617
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,BankMarketing,LogisticRegression,centroid,0.10511968518136558
Original,original,,KIP,1,90,BankMarketing,LogisticRegression,centroid,0.12482678234701908
Decoded,decoded,GNN,KIP,4,90,BankMarketing,LogisticRegression,centroid,0.19618379275367295
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,BankMarketing,LogisticRegression,centroid,0.1619451922893311
Encoded,encoded,GNN,KIP,2,90,BankMarketing,LogisticRegression,centroid,0.14705334922871693
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,BankMarketing,LogisticRegression,centroid,0.055330831838030024
Original,original,,KIP,1,90,BankMarketing,LogisticRegression,centroid,0.12482678234701908
Decoded,decoded,MLP,KMeans,3,90,BankMarketing,LogisticRegression,centroid,0.11344053148281194
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,BankMarketing,LogisticRegression,centroid,0.08104260530175202
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,LogisticRegression,centroid,0.2359245615923138
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,BankMarketing,LogisticRegression,centroid,0.08891089602236457
Original,original,,KMeans,0,90,BankMarketing,LogisticRegression,centroid,0.031449818065979365
Decoded,decoded,GNN,KMeans,2,90,BankMarketing,LogisticRegression,centroid,0.08225208430893216
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,BankMarketing,LogisticRegression,centroid,0.09641874581174903
Encoded,encoded,GNN,KMeans,3,90,BankMarketing,LogisticRegression,centroid,0.08485018786507102
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,BankMarketing,LogisticRegression,centroid,0.04643774667130872
Original,original,,KMeans,0,90,BankMarketing,LogisticRegression,centroid,0.031449818065979365
Decoded,decoded,MLP,KMeans,2,90,BankMarketing,LogisticRegression,closest,0.06996785471885883
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,BankMarketing,LogisticRegression,closest,0.06682406923925875
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,LogisticRegression,closest,0.20847039982234677
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,BankMarketing,LogisticRegression,closest,0.08962186329321009
Original,original,,KMeans,1,90,BankMarketing,LogisticRegression,closest,0.06772905393929872
Decoded,decoded,GNN,KMeans,2,90,BankMarketing,LogisticRegression,closest,0.09344353368185321
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,BankMarketing,LogisticRegression,closest,0.10160900922752565
Encoded,encoded,GNN,KMeans,3,90,BankMarketing,LogisticRegression,closest,0.10154990106274564
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,LogisticRegression,closest,0.04782212210957732
Original,original,,KMeans,1,90,BankMarketing,LogisticRegression,closest,0.06772905393929872
Decoded,decoded,MLP,Agglo,4,90,BankMarketing,MLPClassifier,centroid,0.0105472454210511
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,BankMarketing,MLPClassifier,centroid,-0.025313329426615
Encoded,encoded,MLP,Agglo,3,90,BankMarketing,MLPClassifier,centroid,0.0027764611389285
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,BankMarketing,MLPClassifier,centroid,-0.1055779177271361
Original,original,,Agglo,1,90,BankMarketing,MLPClassifier,centroid,-0.0835750702121872
Decoded,decoded,GNN,Agglo,4,90,BankMarketing,MLPClassifier,centroid,0.0328797409053357
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,BankMarketing,MLPClassifier,centroid,-0.0615448140996974
Encoded,encoded,GNN,Agglo,1,90,BankMarketing,MLPClassifier,centroid,-0.1019057614957468
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,MLPClassifier,centroid,-0.1475322877747822
Original,original,,Agglo,2,90,BankMarketing,MLPClassifier,centroid,-0.0835750702121872
Decoded,decoded,MLP,Agglo,3,90,BankMarketing,MLPClassifier,closest,-0.0189022499181465
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,BankMarketing,MLPClassifier,closest,-0.0470896091325446
Encoded,encoded,MLP,Agglo,4,90,BankMarketing,MLPClassifier,closest,0.0022813188659633
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,BankMarketing,MLPClassifier,closest,-0.0983351958269813
Original,original,,Agglo,1,90,BankMarketing,MLPClassifier,closest,-0.0537272564500324
Decoded,decoded,GNN,Agglo,4,90,BankMarketing,MLPClassifier,closest,0.0412048044888133
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,BankMarketing,MLPClassifier,closest,-0.0239055106474952
Encoded,encoded,GNN,Agglo,1,90,BankMarketing,MLPClassifier,closest,-0.0806769089417868
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,MLPClassifier,closest,-0.1227068015924394
Original,original,,Agglo,2,90,BankMarketing,MLPClassifier,closest,-0.0537272564500324
Decoded,decoded,MLP,KIP,4,90,BankMarketing,MLPClassifier,centroid,0.06105199559913251
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,BankMarketing,MLPClassifier,centroid,0.047048794155772
Encoded,encoded,MLP,KIP,3,90,BankMarketing,MLPClassifier,centroid,0.05769036090270806
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,BankMarketing,MLPClassifier,centroid,-0.0493465283883059
Original,original,,KIP,0,90,BankMarketing,MLPClassifier,centroid,-0.07113636343323662
Decoded,decoded,GNN,KIP,4,90,BankMarketing,MLPClassifier,centroid,0.07262795718657891
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,BankMarketing,MLPClassifier,centroid,0.04030770917452155
Encoded,encoded,GNN,KIP,2,90,BankMarketing,MLPClassifier,centroid,-0.02175113529688124
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,BankMarketing,MLPClassifier,centroid,-0.10835980100166498
Original,original,,KIP,1,90,BankMarketing,MLPClassifier,centroid,-0.07113636343323662
Decoded,decoded,MLP,KMeans,4,90,BankMarketing,MLPClassifier,centroid,-0.029532316970897043
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,BankMarketing,MLPClassifier,centroid,-0.05858447702161492
Encoded,encoded,MLP,KMeans,3,90,BankMarketing,MLPClassifier,centroid,-0.03427391496959276
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,BankMarketing,MLPClassifier,centroid,-0.12275703082662837
Original,original,,KMeans,1,90,BankMarketing,MLPClassifier,centroid,-0.09736207144646776
Decoded,decoded,GNN,KMeans,4,90,BankMarketing,MLPClassifier,centroid,-0.0338569169915726
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,BankMarketing,MLPClassifier,centroid,-0.04004470580594525
Encoded,encoded,GNN,KMeans,1,90,BankMarketing,MLPClassifier,centroid,-0.10218375021710879
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,MLPClassifier,centroid,-0.1533934971910656
Original,original,,KMeans,2,90,BankMarketing,MLPClassifier,centroid,-0.09736207144646776
Decoded,decoded,MLP,KMeans,3,90,BankMarketing,MLPClassifier,closest,-0.05431427710866692
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,BankMarketing,MLPClassifier,closest,-0.07812939896818542
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,MLPClassifier,closest,-0.047342810948304635
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,BankMarketing,MLPClassifier,closest,-0.12158593891279024
Original,original,,KMeans,1,90,BankMarketing,MLPClassifier,closest,-0.0794282685720805
Decoded,decoded,GNN,KMeans,3,90,BankMarketing,MLPClassifier,closest,-0.03643168660294554
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,BankMarketing,MLPClassifier,closest,-0.02901325175899136
Encoded,encoded,GNN,KMeans,1,90,BankMarketing,MLPClassifier,closest,-0.08323156898431176
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,BankMarketing,MLPClassifier,closest,-0.13084244793334704
Original,original,,KMeans,2,90,BankMarketing,MLPClassifier,closest,-0.0794282685720805
Decoded,decoded,MLP,Agglo,2,90,BankMarketing,XGBClassifier,centroid,0.1545386925900973
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,BankMarketing,XGBClassifier,centroid,0.1133272314546547
Encoded,encoded,MLP,Agglo,3,90,BankMarketing,XGBClassifier,centroid,0.1767391261630793
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,BankMarketing,XGBClassifier,centroid,0.1082620797360264
Original,original,,Agglo,4,90,BankMarketing,XGBClassifier,centroid,0.3404381462621069
Decoded,decoded,GNN,Agglo,2,90,BankMarketing,XGBClassifier,centroid,0.1165834719355925
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,BankMarketing,XGBClassifier,centroid,0.1103422087590954
Encoded,encoded,GNN,Agglo,3,90,BankMarketing,XGBClassifier,centroid,0.1308998160049532
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,XGBClassifier,centroid,0.0822434454345985
Original,original,,Agglo,4,90,BankMarketing,XGBClassifier,centroid,0.3404381462621069
Decoded,decoded,MLP,Agglo,2,90,BankMarketing,XGBClassifier,closest,0.1139821842330976
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,BankMarketing,XGBClassifier,closest,0.0908833652132087
Encoded,encoded,MLP,Agglo,4,90,BankMarketing,XGBClassifier,closest,0.1775642940721705
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,BankMarketing,XGBClassifier,closest,0.1142142275067902
Original,original,,Agglo,1,90,BankMarketing,XGBClassifier,closest,0.1078107593234399
Decoded,decoded,GNN,Agglo,4,90,BankMarketing,XGBClassifier,closest,0.123986828853317
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,BankMarketing,XGBClassifier,closest,0.1049371274119077
Encoded,encoded,GNN,Agglo,2,90,BankMarketing,XGBClassifier,closest,0.107427650121297
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,BankMarketing,XGBClassifier,closest,0.0741400787920833
Original,original,,Agglo,3,90,BankMarketing,XGBClassifier,closest,0.1078107593234399
Decoded,decoded,MLP,KIP,2,90,BankMarketing,XGBClassifier,centroid,0.21420675556318733
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,BankMarketing,XGBClassifier,centroid,0.20156340094336728
Encoded,encoded,MLP,KIP,4,90,BankMarketing,XGBClassifier,centroid,0.263882539544667
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,BankMarketing,XGBClassifier,centroid,0.17436011939590146
Original,original,,KIP,3,90,BankMarketing,XGBClassifier,centroid,0.2584621138040841
Decoded,decoded,GNN,KIP,3,90,BankMarketing,XGBClassifier,centroid,0.2266977676410773
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,BankMarketing,XGBClassifier,centroid,0.1909923154126421
Encoded,encoded,GNN,KIP,2,90,BankMarketing,XGBClassifier,centroid,0.19865790375811226
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,BankMarketing,XGBClassifier,centroid,0.10974400270141423
Original,original,,KIP,4,90,BankMarketing,XGBClassifier,centroid,0.2584621138040841
Decoded,decoded,MLP,KMeans,2,90,BankMarketing,XGBClassifier,centroid,0.1376700477315767
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,BankMarketing,XGBClassifier,centroid,0.08575966449596478
Encoded,encoded,MLP,KMeans,3,90,BankMarketing,XGBClassifier,centroid,0.18138277014862156
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,BankMarketing,XGBClassifier,centroid,0.09928763716241855
Original,original,,KMeans,4,90,BankMarketing,XGBClassifier,centroid,0.4054898635012325
Decoded,decoded,GNN,KMeans,2,90,BankMarketing,XGBClassifier,centroid,0.09529922130332466
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,BankMarketing,XGBClassifier,centroid,0.07165651487774108
Encoded,encoded,GNN,KMeans,3,90,BankMarketing,XGBClassifier,centroid,0.11858527696692651
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,BankMarketing,XGBClassifier,centroid,0.08222231873308873
Original,original,,KMeans,4,90,BankMarketing,XGBClassifier,centroid,0.4054898635012325
Decoded,decoded,MLP,KMeans,2,90,BankMarketing,XGBClassifier,closest,0.09804406544321201
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,BankMarketing,XGBClassifier,closest,0.08392016459803125
Encoded,encoded,MLP,KMeans,4,90,BankMarketing,XGBClassifier,closest,0.18846324398248832
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,BankMarketing,XGBClassifier,closest,0.11252454195546391
Original,original,,KMeans,0,90,BankMarketing,XGBClassifier,closest,0.07468073711662322
Decoded,decoded,GNN,KMeans,3,90,BankMarketing,XGBClassifier,closest,0.11786231323113494
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,BankMarketing,XGBClassifier,closest,0.10178882334911035
Encoded,encoded,GNN,KMeans,4,90,BankMarketing,XGBClassifier,closest,0.13198856705018042
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,BankMarketing,XGBClassifier,closest,0.08205613369597499
Original,original,,KMeans,0,90,BankMarketing,XGBClassifier,closest,0.07468073711662322
Decoded,decoded,MLP,Agglo,2,90,Credit,GaussianNB,centroid,0.0520059435364039
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Credit,GaussianNB,centroid,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,90,Credit,GaussianNB,centroid,-0.0364041604754831
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Credit,GaussianNB,centroid,-0.0928677563150076
Original,original,,Agglo,4,90,Credit,GaussianNB,centroid,0.0542347696879642
Decoded,decoded,GNN,Agglo,4,90,Credit,GaussianNB,centroid,0.0586924219910845
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Credit,GaussianNB,centroid,0.0542347696879642
Encoded,encoded,GNN,Agglo,0,90,Credit,GaussianNB,centroid,-0.0297176820208026
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Credit,GaussianNB,centroid,0.0193164933135214
Original,original,,Agglo,2,90,Credit,GaussianNB,centroid,0.0542347696879642
Decoded,decoded,MLP,Agglo,2,90,Credit,GaussianNB,closest,0.052748885586924
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Credit,GaussianNB,closest,0.0534918276374441
Encoded,encoded,MLP,Agglo,1,90,Credit,GaussianNB,closest,-0.0430906389301636
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Credit,GaussianNB,closest,-0.087667161961367
Original,original,,Agglo,4,90,Credit,GaussianNB,closest,0.0572065378900443
Decoded,decoded,GNN,Agglo,4,90,Credit,GaussianNB,closest,0.0594353640416045
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Credit,GaussianNB,closest,0.0542347696879642
Encoded,encoded,GNN,Agglo,0,90,Credit,GaussianNB,closest,-0.0208023774145618
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Credit,GaussianNB,closest,0.0141158989598809
Original,original,,Agglo,3,90,Credit,GaussianNB,closest,0.0572065378900443
Decoded,decoded,MLP,KIP,4,90,Credit,GaussianNB,centroid,0.058841010401188484
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Credit,GaussianNB,centroid,0.04130757800891512
Encoded,encoded,MLP,KIP,1,90,Credit,GaussianNB,centroid,-0.018424962852897644
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Credit,GaussianNB,centroid,-0.038187221396731204
Original,original,,KIP,2,90,Credit,GaussianNB,centroid,0.02778603268945004
Decoded,decoded,GNN,KIP,4,90,Credit,GaussianNB,centroid,0.06002971768202063
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Credit,GaussianNB,centroid,0.0591381872213966
Encoded,encoded,GNN,KIP,1,90,Credit,GaussianNB,centroid,-0.01649331352154532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Credit,GaussianNB,centroid,-0.06478454680534926
Original,original,,KIP,2,90,Credit,GaussianNB,centroid,0.02778603268945004
Decoded,decoded,MLP,KMeans,2,90,Credit,GaussianNB,centroid,0.02956909361069814
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Credit,GaussianNB,centroid,0.0551263001485882
Encoded,encoded,MLP,KMeans,1,90,Credit,GaussianNB,centroid,0.00594353640416032
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Credit,GaussianNB,centroid,-0.052005943536404343
Original,original,,KMeans,3,90,Credit,GaussianNB,centroid,0.048588410104011784
Decoded,decoded,GNN,KMeans,4,90,Credit,GaussianNB,centroid,0.059286775631500546
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Credit,GaussianNB,centroid,0.054531946508172204
Encoded,encoded,GNN,KMeans,0,90,Credit,GaussianNB,centroid,-0.0059435364041606
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Credit,GaussianNB,centroid,0.01188707280832078
Original,original,,KMeans,2,90,Credit,GaussianNB,centroid,0.048588410104011784
Decoded,decoded,MLP,KMeans,2,90,Credit,GaussianNB,closest,0.02897473997028212
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Credit,GaussianNB,closest,0.055274888558692226
Encoded,encoded,MLP,KMeans,1,90,Credit,GaussianNB,closest,-0.010846953937593
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Credit,GaussianNB,closest,-0.04754829123328395
Original,original,,KMeans,3,90,Credit,GaussianNB,closest,0.0551263001485882
Decoded,decoded,GNN,KMeans,4,90,Credit,GaussianNB,closest,0.058395245170876485
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Credit,GaussianNB,closest,0.0484398216939077
Encoded,encoded,GNN,KMeans,0,90,Credit,GaussianNB,closest,-0.00118870728083222
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Credit,GaussianNB,closest,0.0052005943536402605
Original,original,,KMeans,3,90,Credit,GaussianNB,closest,0.0551263001485882
Decoded,decoded,MLP,Agglo,3,90,Credit,KNeighborsClassifier,centroid,0.2014925373134328
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Credit,KNeighborsClassifier,centroid,0.2133084577114427
Encoded,encoded,MLP,Agglo,2,90,Credit,KNeighborsClassifier,centroid,0.1927860696517412
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Credit,KNeighborsClassifier,centroid,0.1753731343283583
Original,original,,Agglo,1,90,Credit,KNeighborsClassifier,centroid,0.1909203980099503
Decoded,decoded,GNN,Agglo,4,90,Credit,KNeighborsClassifier,centroid,0.1996268656716417
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Credit,KNeighborsClassifier,centroid,0.1940298507462686
Encoded,encoded,GNN,Agglo,1,90,Credit,KNeighborsClassifier,centroid,0.1343283582089552
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Credit,KNeighborsClassifier,centroid,0.0839552238805969
Original,original,,Agglo,2,90,Credit,KNeighborsClassifier,centroid,0.1909203980099503
Decoded,decoded,MLP,Agglo,2,90,Credit,KNeighborsClassifier,closest,0.1902985074626866
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Credit,KNeighborsClassifier,closest,0.2095771144278607
Encoded,encoded,MLP,Agglo,1,90,Credit,KNeighborsClassifier,closest,0.1853233830845772
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Credit,KNeighborsClassifier,closest,0.1598258706467662
Original,original,,Agglo,3,90,Credit,KNeighborsClassifier,closest,0.1921641791044775
Decoded,decoded,GNN,Agglo,3,90,Credit,KNeighborsClassifier,closest,0.2046019900497513
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Credit,KNeighborsClassifier,closest,0.2101990049751244
Encoded,encoded,GNN,Agglo,1,90,Credit,KNeighborsClassifier,closest,0.1293532338308458
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Credit,KNeighborsClassifier,closest,0.1200248756218904
Original,original,,Agglo,2,90,Credit,KNeighborsClassifier,closest,0.1921641791044775
Decoded,decoded,MLP,KIP,1,90,Credit,KNeighborsClassifier,centroid,0.1717661691542288
Decoded-FT,decoded,MLP-MultiHead,KIP,0,90,Credit,KNeighborsClassifier,centroid,0.16044776119402981
Encoded,encoded,MLP,KIP,3,90,Credit,KNeighborsClassifier,centroid,0.18955223880597008
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,Credit,KNeighborsClassifier,centroid,0.1868159203980099
Original,original,,KIP,4,90,Credit,KNeighborsClassifier,centroid,0.19589552238805968
Decoded,decoded,GNN,KIP,2,90,Credit,KNeighborsClassifier,centroid,0.16691542288557215
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Credit,KNeighborsClassifier,centroid,0.17661691542288557
Encoded,encoded,GNN,KIP,1,90,Credit,KNeighborsClassifier,centroid,0.16069651741293528
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Credit,KNeighborsClassifier,centroid,0.15410447761194027
Original,original,,KIP,4,90,Credit,KNeighborsClassifier,centroid,0.19589552238805968
Decoded,decoded,MLP,KMeans,3,90,Credit,KNeighborsClassifier,centroid,0.21753731343283583
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Credit,KNeighborsClassifier,centroid,0.20385572139303482
Encoded,encoded,MLP,KMeans,1,90,Credit,KNeighborsClassifier,centroid,0.1620646766169154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Credit,KNeighborsClassifier,centroid,0.14676616915422885
Original,original,,KMeans,4,90,Credit,KNeighborsClassifier,centroid,0.21778606965174124
Decoded,decoded,GNN,KMeans,4,90,Credit,KNeighborsClassifier,centroid,0.21965174129353232
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Credit,KNeighborsClassifier,centroid,0.2027363184079602
Encoded,encoded,GNN,KMeans,1,90,Credit,KNeighborsClassifier,centroid,0.1686567164179104
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Credit,KNeighborsClassifier,centroid,0.1645522388059701
Original,original,,KMeans,3,90,Credit,KNeighborsClassifier,centroid,0.21778606965174124
Decoded,decoded,MLP,KMeans,2,90,Credit,KNeighborsClassifier,closest,0.2006218905472636
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Credit,KNeighborsClassifier,closest,0.2104477611940298
Encoded,encoded,MLP,KMeans,1,90,Credit,KNeighborsClassifier,closest,0.19054726368159203
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Credit,KNeighborsClassifier,closest,0.1675373134328358
Original,original,,KMeans,4,90,Credit,KNeighborsClassifier,closest,0.21592039800995022
Decoded,decoded,GNN,KMeans,4,90,Credit,KNeighborsClassifier,closest,0.2266169154228855
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Credit,KNeighborsClassifier,closest,0.2093283582089552
Encoded,encoded,GNN,KMeans,1,90,Credit,KNeighborsClassifier,closest,0.16542288557213927
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Credit,KNeighborsClassifier,closest,0.16231343283582084
Original,original,,KMeans,3,90,Credit,KNeighborsClassifier,closest,0.21592039800995022
Decoded,decoded,MLP,Agglo,0,90,Credit,LogisticRegression,centroid,0.1927312775330397
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Credit,LogisticRegression,centroid,0.2064977973568282
Encoded,encoded,MLP,Agglo,4,90,Credit,LogisticRegression,centroid,0.2285242290748899
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Credit,LogisticRegression,centroid,0.2098017621145374
Original,original,,Agglo,1,90,Credit,LogisticRegression,centroid,0.2037444933920706
Decoded,decoded,GNN,Agglo,3,90,Credit,LogisticRegression,centroid,0.2197136563876653
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Credit,LogisticRegression,centroid,0.2180616740088106
Encoded,encoded,GNN,Agglo,4,90,Credit,LogisticRegression,centroid,0.2230176211453745
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Credit,LogisticRegression,centroid,0.2053964757709252
Original,original,,Agglo,0,90,Credit,LogisticRegression,centroid,0.2037444933920706
Decoded,decoded,MLP,Agglo,0,90,Credit,LogisticRegression,closest,0.2020925110132159
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Credit,LogisticRegression,closest,0.211453744493392
Encoded,encoded,MLP,Agglo,4,90,Credit,LogisticRegression,closest,0.217511013215859
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Credit,LogisticRegression,closest,0.203193832599119
Original,original,,Agglo,3,90,Credit,LogisticRegression,closest,0.2136563876651983
Decoded,decoded,GNN,Agglo,3,90,Credit,LogisticRegression,closest,0.2180616740088106
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,Credit,LogisticRegression,closest,0.2037444933920706
Encoded,encoded,GNN,Agglo,4,90,Credit,LogisticRegression,closest,0.2263215859030838
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Credit,LogisticRegression,closest,0.2120044052863436
Original,original,,Agglo,2,90,Credit,LogisticRegression,closest,0.2136563876651983
Decoded,decoded,MLP,KIP,1,90,Credit,LogisticRegression,centroid,0.22951541850220264
Decoded-FT,decoded,MLP-MultiHead,KIP,0,90,Credit,LogisticRegression,centroid,0.22830396475770937
Encoded,encoded,MLP,KIP,4,90,Credit,LogisticRegression,centroid,0.25
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,Credit,LogisticRegression,centroid,0.23777533039647586
Original,original,,KIP,3,90,Credit,LogisticRegression,centroid,0.2433920704845815
Decoded,decoded,GNN,KIP,1,90,Credit,LogisticRegression,centroid,0.23535242290748898
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,Credit,LogisticRegression,centroid,0.2570484581497798
Encoded,encoded,GNN,KIP,3,90,Credit,LogisticRegression,centroid,0.24669603524229072
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Credit,LogisticRegression,centroid,0.2343612334801762
Original,original,,KIP,2,90,Credit,LogisticRegression,centroid,0.2433920704845815
Decoded,decoded,MLP,KMeans,0,90,Credit,LogisticRegression,centroid,0.20781938325991192
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Credit,LogisticRegression,centroid,0.2109030837004405
Encoded,encoded,MLP,KMeans,3,90,Credit,LogisticRegression,centroid,0.22764317180616742
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Credit,LogisticRegression,centroid,0.20936123348017616
Original,original,,KMeans,4,90,Credit,LogisticRegression,centroid,0.2375550660792952
Decoded,decoded,GNN,KMeans,2,90,Credit,LogisticRegression,centroid,0.2266519823788547
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Credit,LogisticRegression,centroid,0.220704845814978
Encoded,encoded,GNN,KMeans,4,90,Credit,LogisticRegression,centroid,0.2392070484581498
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Credit,LogisticRegression,centroid,0.20803964757709253
Original,original,,KMeans,3,90,Credit,LogisticRegression,centroid,0.2375550660792952
Decoded,decoded,MLP,KMeans,2,90,Credit,LogisticRegression,closest,0.21310572687224666
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,Credit,LogisticRegression,closest,0.20605726872246702
Encoded,encoded,MLP,KMeans,4,90,Credit,LogisticRegression,closest,0.23160792951541848
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Credit,LogisticRegression,closest,0.20726872246696035
Original,original,,KMeans,3,90,Credit,LogisticRegression,closest,0.22764317180616742
Decoded,decoded,GNN,KMeans,1,90,Credit,LogisticRegression,closest,0.2193832599118942
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Credit,LogisticRegression,closest,0.22830396475770928
Encoded,encoded,GNN,KMeans,4,90,Credit,LogisticRegression,closest,0.23788546255506607
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Credit,LogisticRegression,closest,0.21211453744493397
Original,original,,KMeans,2,90,Credit,LogisticRegression,closest,0.22764317180616742
Decoded,decoded,MLP,Agglo,3,90,Credit,MLPClassifier,centroid,0.2725333333333334
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Credit,MLPClassifier,centroid,0.2693333333333333
Encoded,encoded,MLP,Agglo,1,90,Credit,MLPClassifier,centroid,0.2357333333333332
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Credit,MLPClassifier,centroid,0.2341333333333331
Original,original,,Agglo,4,90,Credit,MLPClassifier,centroid,0.2794666666666666
Decoded,decoded,GNN,Agglo,2,90,Credit,MLPClassifier,centroid,0.2746666666666666
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Credit,MLPClassifier,centroid,0.2794666666666666
Encoded,encoded,GNN,Agglo,0,90,Credit,MLPClassifier,centroid,0.2335999999999999
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Credit,MLPClassifier,centroid,0.2442666666666666
Original,original,,Agglo,3,90,Credit,MLPClassifier,centroid,0.2794666666666666
Decoded,decoded,MLP,Agglo,4,90,Credit,MLPClassifier,closest,0.2933333333333334
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Credit,MLPClassifier,closest,0.2816
Encoded,encoded,MLP,Agglo,2,90,Credit,MLPClassifier,closest,0.2655999999999998
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Credit,MLPClassifier,closest,0.2522666666666667
Original,original,,Agglo,0,90,Credit,MLPClassifier,closest,0.2293333333333333
Decoded,decoded,GNN,Agglo,4,90,Credit,MLPClassifier,closest,0.3007999999999999
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Credit,MLPClassifier,closest,0.2826666666666665
Encoded,encoded,GNN,Agglo,1,90,Credit,MLPClassifier,closest,0.2597333333333333
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Credit,MLPClassifier,closest,0.2970666666666665
Original,original,,Agglo,0,90,Credit,MLPClassifier,closest,0.2293333333333333
Decoded,decoded,MLP,KIP,3,90,Credit,MLPClassifier,centroid,0.27210666666666655
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,Credit,MLPClassifier,centroid,0.27306666666666657
Encoded,encoded,MLP,KIP,2,90,Credit,MLPClassifier,centroid,0.2658133333333333
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Credit,MLPClassifier,centroid,0.2538666666666666
Original,original,,KIP,1,90,Credit,MLPClassifier,centroid,0.2658133333333333
Decoded,decoded,GNN,KIP,2,90,Credit,MLPClassifier,centroid,0.27167999999999987
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,Credit,MLPClassifier,centroid,0.28554666666666656
Encoded,encoded,GNN,KIP,3,90,Credit,MLPClassifier,centroid,0.2723199999999999
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Credit,MLPClassifier,centroid,0.25866666666666654
Original,original,,KIP,1,90,Credit,MLPClassifier,centroid,0.2658133333333333
Decoded,decoded,MLP,KMeans,2,90,Credit,MLPClassifier,centroid,0.26303999999999994
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Credit,MLPClassifier,centroid,0.27029333333333333
Encoded,encoded,MLP,KMeans,1,90,Credit,MLPClassifier,centroid,0.2531199999999999
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Credit,MLPClassifier,centroid,0.2357333333333332
Original,original,,KMeans,4,90,Credit,MLPClassifier,centroid,0.2908799999999999
Decoded,decoded,GNN,KMeans,1,90,Credit,MLPClassifier,centroid,0.27167999999999987
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Credit,MLPClassifier,centroid,0.2873599999999999
Encoded,encoded,GNN,KMeans,0,90,Credit,MLPClassifier,centroid,0.2590933333333332
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,Credit,MLPClassifier,centroid,0.27946666666666664
Original,original,,KMeans,4,90,Credit,MLPClassifier,centroid,0.2908799999999999
Decoded,decoded,MLP,KMeans,3,90,Credit,MLPClassifier,closest,0.2804266666666666
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Credit,MLPClassifier,closest,0.26709333333333324
Encoded,encoded,MLP,KMeans,4,90,Credit,MLPClassifier,closest,0.28288
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Credit,MLPClassifier,closest,0.25855999999999985
Original,original,,KMeans,2,90,Credit,MLPClassifier,closest,0.2778666666666666
Decoded,decoded,GNN,KMeans,1,90,Credit,MLPClassifier,closest,0.27221333333333325
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Credit,MLPClassifier,closest,0.2941866666666666
Encoded,encoded,GNN,KMeans,0,90,Credit,MLPClassifier,closest,0.2663466666666666
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,Credit,MLPClassifier,closest,0.2973866666666666
Original,original,,KMeans,2,90,Credit,MLPClassifier,closest,0.2778666666666666
Decoded,decoded,MLP,Agglo,0,90,Credit,XGBClassifier,centroid,0.2664907651715039
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Credit,XGBClassifier,centroid,0.2765171503957783
Encoded,encoded,MLP,Agglo,4,90,Credit,XGBClassifier,centroid,0.3013192612137202
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Credit,XGBClassifier,centroid,0.2965699208443271
Original,original,,Agglo,2,90,Credit,XGBClassifier,centroid,0.2860158311345646
Decoded,decoded,GNN,Agglo,3,90,Credit,XGBClassifier,centroid,0.3081794195250659
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Credit,XGBClassifier,centroid,0.3118733509234828
Encoded,encoded,GNN,Agglo,0,90,Credit,XGBClassifier,centroid,0.2596306068601584
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,Credit,XGBClassifier,centroid,0.3018469656992084
Original,original,,Agglo,1,90,Credit,XGBClassifier,centroid,0.2860158311345646
Decoded,decoded,MLP,Agglo,1,90,Credit,XGBClassifier,closest,0.2796833773087072
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Credit,XGBClassifier,closest,0.263324538258575
Encoded,encoded,MLP,Agglo,4,90,Credit,XGBClassifier,closest,0.3055408970976252
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Credit,XGBClassifier,closest,0.2934036939313982
Original,original,,Agglo,2,90,Credit,XGBClassifier,closest,0.2807387862796833
Decoded,decoded,GNN,Agglo,0,90,Credit,XGBClassifier,closest,0.267018469656992
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Credit,XGBClassifier,closest,0.3155672823218996
Encoded,encoded,GNN,Agglo,3,90,Credit,XGBClassifier,closest,0.2965699208443271
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,Credit,XGBClassifier,closest,0.2955145118733508
Original,original,,Agglo,1,90,Credit,XGBClassifier,closest,0.2807387862796833
Decoded,decoded,MLP,KIP,1,90,Credit,XGBClassifier,centroid,0.27978891820580465
Decoded-FT,decoded,MLP-MultiHead,KIP,0,90,Credit,XGBClassifier,centroid,0.2745118733509234
Encoded,encoded,MLP,KIP,3,90,Credit,XGBClassifier,centroid,0.29456464379947217
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,Credit,XGBClassifier,centroid,0.284749340369393
Original,original,,KIP,4,90,Credit,XGBClassifier,centroid,0.33393139841688646
Decoded,decoded,GNN,KIP,1,90,Credit,XGBClassifier,centroid,0.28411609498680723
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Credit,XGBClassifier,centroid,0.30089709762532973
Encoded,encoded,GNN,KIP,2,90,Credit,XGBClassifier,centroid,0.2912928759894458
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Credit,XGBClassifier,centroid,0.28211081794195236
Original,original,,KIP,4,90,Credit,XGBClassifier,centroid,0.33393139841688646
Decoded,decoded,MLP,KMeans,0,90,Credit,XGBClassifier,centroid,0.2777836411609497
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Credit,XGBClassifier,centroid,0.296042216358839
Encoded,encoded,MLP,KMeans,3,90,Credit,XGBClassifier,centroid,0.30469656992084426
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Credit,XGBClassifier,centroid,0.2877044854881266
Original,original,,KMeans,4,90,Credit,XGBClassifier,centroid,0.3322427440633245
Decoded,decoded,GNN,KMeans,0,90,Credit,XGBClassifier,centroid,0.2764116094986806
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Credit,XGBClassifier,centroid,0.30290237467018466
Encoded,encoded,GNN,KMeans,2,90,Credit,XGBClassifier,centroid,0.28992084432717674
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Credit,XGBClassifier,centroid,0.2885488126649075
Original,original,,KMeans,4,90,Credit,XGBClassifier,centroid,0.3322427440633245
Decoded,decoded,MLP,KMeans,2,90,Credit,XGBClassifier,closest,0.29540897097625324
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Credit,XGBClassifier,closest,0.2988918205804748
Encoded,encoded,MLP,KMeans,4,90,Credit,XGBClassifier,closest,0.3113456464379947
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Credit,XGBClassifier,closest,0.2918205804749339
Original,original,,KMeans,0,90,Credit,XGBClassifier,closest,0.2784168865435355
Decoded,decoded,GNN,KMeans,0,90,Credit,XGBClassifier,closest,0.26817941952506585
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Credit,XGBClassifier,closest,0.31050131926121366
Encoded,encoded,GNN,KMeans,3,90,Credit,XGBClassifier,closest,0.30343007915567277
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,Credit,XGBClassifier,closest,0.28981530343007905
Original,original,,KMeans,1,90,Credit,XGBClassifier,closest,0.2784168865435355
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,GaussianNB,centroid,0.0946741666912822
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,CreditDefault,GaussianNB,centroid,0.0862590040383666
Encoded,encoded,MLP,Agglo,1,90,CreditDefault,GaussianNB,centroid,-0.1097583309772678
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,GaussianNB,centroid,-0.163550049160889
Original,original,,Agglo,2,90,CreditDefault,GaussianNB,centroid,-0.0292703511311224
Decoded,decoded,GNN,Agglo,3,90,CreditDefault,GaussianNB,centroid,0.0391438831616569
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,CreditDefault,GaussianNB,centroid,0.1114563860627823
Encoded,encoded,GNN,Agglo,1,90,CreditDefault,GaussianNB,centroid,-0.1475518721226111
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,GaussianNB,centroid,-0.1693598956860793
Original,original,,Agglo,2,90,CreditDefault,GaussianNB,centroid,-0.0292703511311224
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,GaussianNB,closest,0.1156922401752069
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,CreditDefault,GaussianNB,closest,0.0904619435641433
Encoded,encoded,MLP,Agglo,1,90,CreditDefault,GaussianNB,closest,-0.0979690012110879
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,GaussianNB,closest,-0.1551239149790908
Original,original,,Agglo,3,90,CreditDefault,GaussianNB,closest,0.0904661633829443
Decoded,decoded,GNN,Agglo,4,90,CreditDefault,GaussianNB,closest,0.1231562556703814
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,CreditDefault,GaussianNB,closest,-0.0450853880334377
Encoded,encoded,GNN,Agglo,1,90,CreditDefault,GaussianNB,closest,-0.1399916447587742
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,GaussianNB,closest,-0.1609438890694034
Original,original,,Agglo,3,90,CreditDefault,GaussianNB,closest,0.0904661633829443
Decoded,decoded,MLP,KIP,4,90,CreditDefault,GaussianNB,centroid,0.10185950535284002
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,CreditDefault,GaussianNB,centroid,0.031354435240550635
Encoded,encoded,MLP,KIP,1,90,CreditDefault,GaussianNB,centroid,-0.0829120125581807
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,CreditDefault,GaussianNB,centroid,-0.15968182566240605
Original,original,,KIP,3,90,CreditDefault,GaussianNB,centroid,0.09378935508509259
Decoded,decoded,GNN,KIP,4,90,CreditDefault,GaussianNB,centroid,0.129668955215063
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,CreditDefault,GaussianNB,centroid,0.11451896175578222
Encoded,encoded,GNN,KIP,1,90,CreditDefault,GaussianNB,centroid,-0.11079319934002037
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,CreditDefault,GaussianNB,centroid,-0.17559358081163995
Original,original,,KIP,2,90,CreditDefault,GaussianNB,centroid,0.09378935508509259
Decoded,decoded,MLP,KMeans,3,90,CreditDefault,GaussianNB,centroid,0.08002042392299666
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,CreditDefault,GaussianNB,centroid,0.08475219114091237
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,GaussianNB,centroid,-0.10035893778721139
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,GaussianNB,centroid,-0.15278681053435564
Original,original,,KMeans,2,90,CreditDefault,GaussianNB,centroid,0.02678639699211318
Decoded,decoded,GNN,KMeans,3,90,CreditDefault,GaussianNB,centroid,0.07448756630390288
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,GaussianNB,centroid,0.0904955333217991
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,GaussianNB,centroid,-0.1447181794013765
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,GaussianNB,centroid,-0.1700316908391954
Original,original,,KMeans,2,90,CreditDefault,GaussianNB,centroid,0.02678639699211318
Decoded,decoded,MLP,KMeans,3,90,CreditDefault,GaussianNB,closest,0.062221903391468346
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,CreditDefault,GaussianNB,closest,0.08441815028462671
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,GaussianNB,closest,-0.0914225431159986
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,GaussianNB,closest,-0.15225359423066373
Original,original,,KMeans,2,90,CreditDefault,GaussianNB,closest,0.045098891453600895
Decoded,decoded,GNN,KMeans,4,90,CreditDefault,GaussianNB,closest,0.07634293623431802
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,CreditDefault,GaussianNB,closest,0.0396563379568481
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,GaussianNB,closest,-0.1357897179895095
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,GaussianNB,closest,-0.16481396928815875
Original,original,,KMeans,3,90,CreditDefault,GaussianNB,closest,0.045098891453600895
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,KNeighborsClassifier,centroid,0.0402179972643718
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,CreditDefault,KNeighborsClassifier,centroid,0.0031126146572392
Encoded,encoded,MLP,Agglo,3,90,CreditDefault,KNeighborsClassifier,centroid,0.0038353627144252
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,CreditDefault,KNeighborsClassifier,centroid,-0.0113400617191808
Original,original,,Agglo,0,90,CreditDefault,KNeighborsClassifier,centroid,-0.0204075415599172
Decoded,decoded,GNN,Agglo,4,90,CreditDefault,KNeighborsClassifier,centroid,0.0227806531997403
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,CreditDefault,KNeighborsClassifier,centroid,0.0159880400047522
Encoded,encoded,GNN,Agglo,2,90,CreditDefault,KNeighborsClassifier,centroid,0.0053448323133116
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,KNeighborsClassifier,centroid,-0.0302625045314551
Original,original,,Agglo,1,90,CreditDefault,KNeighborsClassifier,centroid,-0.0204075415599172
Decoded,decoded,MLP,Agglo,3,90,CreditDefault,KNeighborsClassifier,closest,0.026577936459098
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,CreditDefault,KNeighborsClassifier,closest,0.0091306917361489
Encoded,encoded,MLP,Agglo,2,90,CreditDefault,KNeighborsClassifier,closest,0.0106782407901029
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,KNeighborsClassifier,closest,-0.0135570475932261
Original,original,,Agglo,4,90,CreditDefault,KNeighborsClassifier,closest,0.0523790520348136
Decoded,decoded,GNN,Agglo,4,90,CreditDefault,KNeighborsClassifier,closest,0.0682513304961601
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,CreditDefault,KNeighborsClassifier,closest,0.0333987284508362
Encoded,encoded,GNN,Agglo,1,90,CreditDefault,KNeighborsClassifier,closest,0.0122097964729285
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,KNeighborsClassifier,closest,-0.0363041908725069
Original,original,,Agglo,3,90,CreditDefault,KNeighborsClassifier,closest,0.0523790520348136
Decoded,decoded,MLP,KIP,3,90,CreditDefault,KNeighborsClassifier,centroid,0.0992132784582999
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,CreditDefault,KNeighborsClassifier,centroid,0.09463399550967058
Encoded,encoded,MLP,KIP,2,90,CreditDefault,KNeighborsClassifier,centroid,0.09903978846101111
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,CreditDefault,KNeighborsClassifier,centroid,0.0240031560252359
Original,original,,KIP,4,90,CreditDefault,KNeighborsClassifier,centroid,0.19738546461504705
Decoded,decoded,GNN,KIP,2,90,CreditDefault,KNeighborsClassifier,centroid,0.09827530532107066
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,CreditDefault,KNeighborsClassifier,centroid,0.10496571325865685
Encoded,encoded,GNN,KIP,1,90,CreditDefault,KNeighborsClassifier,centroid,0.07068140900076456
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,CreditDefault,KNeighborsClassifier,centroid,0.019877627863194098
Original,original,,KIP,4,90,CreditDefault,KNeighborsClassifier,centroid,0.19738546461504705
Decoded,decoded,MLP,KMeans,4,90,CreditDefault,KNeighborsClassifier,centroid,0.0352257807049877
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,CreditDefault,KNeighborsClassifier,centroid,0.022217381900377982
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,KNeighborsClassifier,centroid,-0.0022287143462062396
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,KNeighborsClassifier,centroid,-0.030717020907144038
Original,original,,KMeans,2,90,CreditDefault,KNeighborsClassifier,centroid,-0.00071178117412676
Decoded,decoded,GNN,KMeans,3,90,CreditDefault,KNeighborsClassifier,centroid,0.01824325765168558
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,KNeighborsClassifier,centroid,0.03947362007670716
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,KNeighborsClassifier,centroid,-0.020571892487989837
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,KNeighborsClassifier,centroid,-0.0317972588885064
Original,original,,KMeans,2,90,CreditDefault,KNeighborsClassifier,centroid,-0.00071178117412676
Decoded,decoded,MLP,KMeans,2,90,CreditDefault,KNeighborsClassifier,closest,0.02659560532624944
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,CreditDefault,KNeighborsClassifier,closest,0.02886773025123294
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,KNeighborsClassifier,closest,0.0229751630562265
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,KNeighborsClassifier,closest,-0.01855764163272518
Original,original,,KMeans,4,90,CreditDefault,KNeighborsClassifier,closest,0.03628438955587158
Decoded,decoded,GNN,KMeans,2,90,CreditDefault,KNeighborsClassifier,closest,0.025503181919265316
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,KNeighborsClassifier,closest,0.0399238715534284
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,KNeighborsClassifier,closest,7.037083296517998e-05
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,KNeighborsClassifier,closest,-0.0234401893615142
Original,original,,KMeans,3,90,CreditDefault,KNeighborsClassifier,closest,0.03628438955587158
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,LogisticRegression,centroid,0.0600957187503772
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,CreditDefault,LogisticRegression,centroid,-0.002944264114971
Encoded,encoded,MLP,Agglo,1,90,CreditDefault,LogisticRegression,centroid,-0.0119588104690309
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,LogisticRegression,centroid,-0.0382633668384152
Original,original,,Agglo,2,90,CreditDefault,LogisticRegression,centroid,-0.0104399201187357
Decoded,decoded,GNN,Agglo,3,90,CreditDefault,LogisticRegression,centroid,0.037583863260652
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,CreditDefault,LogisticRegression,centroid,0.0549010232524465
Encoded,encoded,GNN,Agglo,2,90,CreditDefault,LogisticRegression,centroid,-0.0051992204940087
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,LogisticRegression,centroid,-0.0457077395532923
Original,original,,Agglo,1,90,CreditDefault,LogisticRegression,centroid,-0.0104399201187357
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,LogisticRegression,closest,0.0473088339990105
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,CreditDefault,LogisticRegression,closest,0.0278189217236012
Encoded,encoded,MLP,Agglo,1,90,CreditDefault,LogisticRegression,closest,0.0127755722611707
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,LogisticRegression,closest,-0.0315128268555498
Original,original,,Agglo,2,90,CreditDefault,LogisticRegression,closest,0.018057751016616
Decoded,decoded,GNN,Agglo,4,90,CreditDefault,LogisticRegression,closest,0.0682746491619709
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,CreditDefault,LogisticRegression,closest,0.0307941066451076
Encoded,encoded,GNN,Agglo,2,90,CreditDefault,LogisticRegression,closest,0.0225842554269787
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,LogisticRegression,closest,-0.0404421524501344
Original,original,,Agglo,1,90,CreditDefault,LogisticRegression,closest,0.018057751016616
Decoded,decoded,MLP,KIP,2,90,CreditDefault,LogisticRegression,centroid,0.047015312586729155
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,CreditDefault,LogisticRegression,centroid,0.05015249236784001
Encoded,encoded,MLP,KIP,1,90,CreditDefault,LogisticRegression,centroid,0.0036195443630616412
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,CreditDefault,LogisticRegression,centroid,-0.025823700119459763
Original,original,,KIP,4,90,CreditDefault,LogisticRegression,centroid,0.0867707214653748
Decoded,decoded,GNN,KIP,3,90,CreditDefault,LogisticRegression,centroid,0.06320936855188065
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,CreditDefault,LogisticRegression,centroid,0.03454864672450621
Encoded,encoded,GNN,KIP,1,90,CreditDefault,LogisticRegression,centroid,0.0054345202900825396
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,CreditDefault,LogisticRegression,centroid,-0.03822580937096498
Original,original,,KIP,4,90,CreditDefault,LogisticRegression,centroid,0.0867707214653748
Decoded,decoded,MLP,KMeans,4,90,CreditDefault,LogisticRegression,centroid,0.053043814028694534
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,CreditDefault,LogisticRegression,centroid,0.03127239873058776
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,LogisticRegression,centroid,-0.012397584255426818
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,LogisticRegression,centroid,-0.04139707745586602
Original,original,,KMeans,2,90,CreditDefault,LogisticRegression,centroid,-0.01136196348629822
Decoded,decoded,GNN,KMeans,3,90,CreditDefault,LogisticRegression,centroid,0.03443823682019484
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,LogisticRegression,centroid,0.05804302969604096
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,LogisticRegression,centroid,-0.028750467582927965
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,LogisticRegression,centroid,-0.04631122319693974
Original,original,,KMeans,2,90,CreditDefault,LogisticRegression,centroid,-0.01136196348629822
Decoded,decoded,MLP,KMeans,4,90,CreditDefault,LogisticRegression,closest,0.02541056797750784
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,CreditDefault,LogisticRegression,closest,0.022555144618874777
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,LogisticRegression,closest,0.00201166242322602
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,LogisticRegression,closest,-0.02744576038034084
Original,original,,KMeans,2,90,CreditDefault,LogisticRegression,closest,0.01700930942526522
Decoded,decoded,GNN,KMeans,3,90,CreditDefault,LogisticRegression,closest,0.027819826722816944
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,LogisticRegression,closest,0.0442049883556768
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,LogisticRegression,closest,-0.00758691009134448
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,LogisticRegression,closest,-0.035647768271934
Original,original,,KMeans,2,90,CreditDefault,LogisticRegression,closest,0.01700930942526522
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,MLPClassifier,centroid,0.1087755397830515
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,CreditDefault,MLPClassifier,centroid,0.059005761065365
Encoded,encoded,MLP,Agglo,1,90,CreditDefault,MLPClassifier,centroid,0.0241873356518485
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,MLPClassifier,centroid,0.0127730151669737
Original,original,,Agglo,3,90,CreditDefault,MLPClassifier,centroid,0.0945195982604709
Decoded,decoded,GNN,Agglo,4,90,CreditDefault,MLPClassifier,centroid,0.123662635325062
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,CreditDefault,MLPClassifier,centroid,0.1045623725108149
Encoded,encoded,GNN,Agglo,1,90,CreditDefault,MLPClassifier,centroid,0.0526285351586344
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,MLPClassifier,centroid,-0.0056511131943319
Original,original,,Agglo,2,90,CreditDefault,MLPClassifier,centroid,0.0945195982604709
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,MLPClassifier,closest,0.1193952059425577
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,CreditDefault,MLPClassifier,closest,0.0909575763114473
Encoded,encoded,MLP,Agglo,1,90,CreditDefault,MLPClassifier,closest,0.0717723504561229
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,MLPClassifier,closest,0.0298484444980718
Original,original,,Agglo,2,90,CreditDefault,MLPClassifier,closest,0.0888427819612753
Decoded,decoded,GNN,Agglo,4,90,CreditDefault,MLPClassifier,closest,0.117954404119922
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,CreditDefault,MLPClassifier,closest,0.0959546882820259
Encoded,encoded,GNN,Agglo,3,90,CreditDefault,MLPClassifier,closest,0.1023747526968625
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,MLPClassifier,closest,-0.0035027620128101
Original,original,,Agglo,1,90,CreditDefault,MLPClassifier,closest,0.0888427819612753
Decoded,decoded,MLP,KIP,4,90,CreditDefault,MLPClassifier,centroid,0.11811247821483369
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,CreditDefault,MLPClassifier,centroid,0.10842055134587873
Encoded,encoded,MLP,KIP,1,90,CreditDefault,MLPClassifier,centroid,0.06111584317964536
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,CreditDefault,MLPClassifier,centroid,0.03324182552018434
Original,original,,KIP,2,90,CreditDefault,MLPClassifier,centroid,0.07688255608810171
Decoded,decoded,GNN,KIP,4,90,CreditDefault,MLPClassifier,centroid,0.12662120548989758
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,CreditDefault,MLPClassifier,centroid,0.12149914787067621
Encoded,encoded,GNN,KIP,1,90,CreditDefault,MLPClassifier,centroid,0.054564835725031
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,CreditDefault,MLPClassifier,centroid,0.0138174179946009
Original,original,,KIP,2,90,CreditDefault,MLPClassifier,centroid,0.07688255608810171
Decoded,decoded,MLP,KMeans,4,90,CreditDefault,MLPClassifier,centroid,0.11899266676138731
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,CreditDefault,MLPClassifier,centroid,0.09425357112513191
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,MLPClassifier,centroid,0.030871428071645963
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,MLPClassifier,centroid,0.01662591058603782
Original,original,,KMeans,2,90,CreditDefault,MLPClassifier,centroid,0.07461297192863948
Decoded,decoded,GNN,KMeans,3,90,CreditDefault,MLPClassifier,centroid,0.08488293306697299
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,MLPClassifier,centroid,0.13496057786291532
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,MLPClassifier,centroid,0.031455602527186446
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,MLPClassifier,centroid,0.0024533613592373077
Original,original,,KMeans,2,90,CreditDefault,MLPClassifier,centroid,0.07461297192863948
Decoded,decoded,MLP,KMeans,3,90,CreditDefault,MLPClassifier,closest,0.08926645480644484
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,CreditDefault,MLPClassifier,closest,0.1024924157991273
Encoded,encoded,MLP,KMeans,1,90,CreditDefault,MLPClassifier,closest,0.05146518407349939
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,MLPClassifier,closest,0.02444236757010692
Original,original,,KMeans,2,90,CreditDefault,MLPClassifier,closest,0.08004218165098173
Decoded,decoded,GNN,KMeans,3,90,CreditDefault,MLPClassifier,closest,0.09539378941588969
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,MLPClassifier,closest,0.10904499399903897
Encoded,encoded,GNN,KMeans,1,90,CreditDefault,MLPClassifier,closest,0.04125148417581205
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,MLPClassifier,closest,0.016108421408115976
Original,original,,KMeans,2,90,CreditDefault,MLPClassifier,closest,0.08004218165098173
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,XGBClassifier,centroid,0.0977139197869396
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,CreditDefault,XGBClassifier,centroid,0.0477779207289636
Encoded,encoded,MLP,Agglo,0,90,CreditDefault,XGBClassifier,centroid,0.0455994900277009
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,CreditDefault,XGBClassifier,centroid,0.060762007354475
Original,original,,Agglo,3,90,CreditDefault,XGBClassifier,centroid,0.0848214188365565
Decoded,decoded,GNN,Agglo,3,90,CreditDefault,XGBClassifier,centroid,0.094820248575152
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,CreditDefault,XGBClassifier,centroid,0.0688775157894429
Encoded,encoded,GNN,Agglo,4,90,CreditDefault,XGBClassifier,centroid,0.0969979524059773
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,XGBClassifier,centroid,0.0188593803720267
Original,original,,Agglo,2,90,CreditDefault,XGBClassifier,centroid,0.0848214188365565
Decoded,decoded,MLP,Agglo,4,90,CreditDefault,XGBClassifier,closest,0.0904633871726265
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,CreditDefault,XGBClassifier,closest,0.0889762102574501
Encoded,encoded,MLP,Agglo,2,90,CreditDefault,XGBClassifier,closest,0.0680510641019768
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,CreditDefault,XGBClassifier,closest,0.0419891245645137
Original,original,,Agglo,1,90,CreditDefault,XGBClassifier,closest,0.0651603003719396
Decoded,decoded,GNN,Agglo,3,90,CreditDefault,XGBClassifier,closest,0.0817809197963889
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,CreditDefault,XGBClassifier,closest,0.0724159210793151
Encoded,encoded,GNN,Agglo,4,90,CreditDefault,XGBClassifier,closest,0.1064036558675524
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,CreditDefault,XGBClassifier,closest,0.0492258466405136
Original,original,,Agglo,1,90,CreditDefault,XGBClassifier,closest,0.0651603003719396
Decoded,decoded,MLP,KIP,3,90,CreditDefault,XGBClassifier,centroid,0.11232081735126949
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,CreditDefault,XGBClassifier,centroid,0.10894566716166525
Encoded,encoded,MLP,KIP,2,90,CreditDefault,XGBClassifier,centroid,0.11170297747937308
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,CreditDefault,XGBClassifier,centroid,0.06524607108356742
Original,original,,KIP,4,90,CreditDefault,XGBClassifier,centroid,0.13201449961148762
Decoded,decoded,GNN,KIP,3,90,CreditDefault,XGBClassifier,centroid,0.1157638572397384
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,CreditDefault,XGBClassifier,centroid,0.09810831968634073
Encoded,encoded,GNN,KIP,1,90,CreditDefault,XGBClassifier,centroid,0.09506782064617311
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,CreditDefault,XGBClassifier,centroid,0.0521043989472007
Original,original,,KIP,4,90,CreditDefault,XGBClassifier,centroid,0.13201449961148762
Decoded,decoded,MLP,KMeans,3,90,CreditDefault,XGBClassifier,centroid,0.09770723257891434
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,CreditDefault,XGBClassifier,centroid,0.07745473232632685
Encoded,encoded,MLP,KMeans,0,90,CreditDefault,XGBClassifier,centroid,0.04170535434570388
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,CreditDefault,XGBClassifier,centroid,0.04630426360392522
Original,original,,KMeans,4,90,CreditDefault,XGBClassifier,centroid,0.24462039554835452
Decoded,decoded,GNN,KMeans,0,90,CreditDefault,XGBClassifier,centroid,0.04838049632167202
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,CreditDefault,XGBClassifier,centroid,0.08965903234646118
Encoded,encoded,GNN,KMeans,2,90,CreditDefault,XGBClassifier,centroid,0.06283140749010896
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,CreditDefault,XGBClassifier,centroid,0.04952299127537398
Original,original,,KMeans,4,90,CreditDefault,XGBClassifier,centroid,0.24462039554835452
Decoded,decoded,MLP,KMeans,1,90,CreditDefault,XGBClassifier,closest,0.06744121980489329
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,CreditDefault,XGBClassifier,closest,0.08584325329762929
Encoded,encoded,MLP,KMeans,2,90,CreditDefault,XGBClassifier,closest,0.06962502934739377
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,CreditDefault,XGBClassifier,closest,0.050369504586915734
Original,original,,KMeans,3,90,CreditDefault,XGBClassifier,closest,0.08425097091718678
Decoded,decoded,GNN,KMeans,1,90,CreditDefault,XGBClassifier,closest,0.06298375953381413
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,CreditDefault,XGBClassifier,closest,0.10366480805895777
Encoded,encoded,GNN,KMeans,2,90,CreditDefault,XGBClassifier,closest,0.08394815669291386
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,CreditDefault,XGBClassifier,closest,0.059497979663618764
Original,original,,KMeans,3,90,CreditDefault,XGBClassifier,closest,0.08425097091718678
Decoded,decoded,MLP,Agglo,4,90,Diabetes,GaussianNB,centroid,0.1091774749630603
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Diabetes,GaussianNB,centroid,0.0587752421605647
Encoded,encoded,MLP,Agglo,1,90,Diabetes,GaussianNB,centroid,0.0185519619110162
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,GaussianNB,centroid,0.0175669019865374
Original,original,,Agglo,3,90,Diabetes,GaussianNB,centroid,0.0811032671154162
Decoded,decoded,GNN,Agglo,4,90,Diabetes,GaussianNB,centroid,0.0861927433918897
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Diabetes,GaussianNB,centroid,0.0574618289279264
Encoded,encoded,GNN,Agglo,1,90,Diabetes,GaussianNB,centroid,0.0251190280742077
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,GaussianNB,centroid,0.0201937284518142
Original,original,,Agglo,3,90,Diabetes,GaussianNB,centroid,0.0811032671154162
Decoded,decoded,MLP,Agglo,4,90,Diabetes,GaussianNB,closest,0.1006402889509111
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Diabetes,GaussianNB,closest,0.043670989985224
Encoded,encoded,MLP,Agglo,3,90,Diabetes,GaussianNB,closest,0.0561484156952881
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Diabetes,GaussianNB,closest,0.0292234444262026
Original,original,,Agglo,0,90,Diabetes,GaussianNB,closest,0.0223280249548514
Decoded,decoded,GNN,Agglo,4,90,Diabetes,GaussianNB,closest,0.1214907240190445
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Diabetes,GaussianNB,closest,0.1019537021835496
Encoded,encoded,GNN,Agglo,1,90,Diabetes,GaussianNB,closest,0.0208504350681333
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,GaussianNB,closest,0.0203579051058939
Original,original,,Agglo,2,90,Diabetes,GaussianNB,closest,0.0223280249548514
Decoded,decoded,MLP,KIP,2,90,Diabetes,GaussianNB,centroid,0.09706123789197177
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,Diabetes,GaussianNB,centroid,0.10980134624856344
Encoded,encoded,MLP,KIP,1,90,Diabetes,GaussianNB,centroid,0.07584961418486297
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Diabetes,GaussianNB,centroid,0.05040223280249549
Original,original,,KIP,3,90,Diabetes,GaussianNB,centroid,0.10517156460351337
Decoded,decoded,GNN,KIP,3,90,Diabetes,GaussianNB,centroid,0.10307010343129205
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Diabetes,GaussianNB,centroid,0.08941060581185349
Encoded,encoded,GNN,KIP,1,90,Diabetes,GaussianNB,centroid,0.03894270234772614
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Diabetes,GaussianNB,centroid,0.013922180265966122
Original,original,,KIP,4,90,Diabetes,GaussianNB,centroid,0.10517156460351337
Decoded,decoded,MLP,KMeans,1,90,Diabetes,GaussianNB,centroid,0.022163848300771623
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Diabetes,GaussianNB,centroid,0.023345920210146098
Encoded,encoded,MLP,KMeans,3,90,Diabetes,GaussianNB,centroid,0.04058446888852408
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,GaussianNB,centroid,0.018125102610408762
Original,original,,KMeans,4,90,Diabetes,GaussianNB,centroid,0.05260219996716464
Decoded,decoded,GNN,KMeans,3,90,Diabetes,GaussianNB,centroid,0.07552126087670338
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Diabetes,GaussianNB,centroid,0.11278936135281566
Encoded,encoded,GNN,KMeans,1,90,Diabetes,GaussianNB,centroid,0.024725004104416342
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Diabetes,GaussianNB,centroid,0.0165490067312428
Original,original,,KMeans,2,90,Diabetes,GaussianNB,centroid,0.05260219996716464
Decoded,decoded,MLP,KMeans,0,90,Diabetes,GaussianNB,closest,0.01674601871613856
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Diabetes,GaussianNB,closest,0.0204235757675258
Encoded,encoded,MLP,KMeans,3,90,Diabetes,GaussianNB,closest,0.06409456575274995
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Diabetes,GaussianNB,closest,0.04130684616647512
Original,original,,KMeans,4,90,Diabetes,GaussianNB,closest,0.06668855688721066
Decoded,decoded,GNN,KMeans,3,90,Diabetes,GaussianNB,closest,0.09738959120013138
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Diabetes,GaussianNB,closest,0.10523723526514532
Encoded,encoded,GNN,KMeans,1,90,Diabetes,GaussianNB,closest,0.026465276637662138
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Diabetes,GaussianNB,closest,0.0167460187161386
Original,original,,KMeans,2,90,Diabetes,GaussianNB,closest,0.06668855688721066
Decoded,decoded,MLP,Agglo,4,90,Diabetes,KNeighborsClassifier,centroid,0.1026964047936086
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Diabetes,KNeighborsClassifier,centroid,0.0662450066577897
Encoded,encoded,MLP,Agglo,2,90,Diabetes,KNeighborsClassifier,centroid,0.0647470039946738
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,KNeighborsClassifier,centroid,0.0471038615179763
Original,original,,Agglo,1,90,Diabetes,KNeighborsClassifier,centroid,0.0569241011984021
Decoded,decoded,GNN,Agglo,1,90,Diabetes,KNeighborsClassifier,centroid,0.0532623169107857
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Diabetes,KNeighborsClassifier,centroid,0.0582556591211718
Encoded,encoded,GNN,Agglo,2,90,Diabetes,KNeighborsClassifier,centroid,0.056757656458056
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,KNeighborsClassifier,centroid,0.0206391478029294
Original,original,,Agglo,3,90,Diabetes,KNeighborsClassifier,centroid,0.0569241011984021
Decoded,decoded,MLP,Agglo,3,90,Diabetes,KNeighborsClassifier,closest,0.0880492676431425
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Diabetes,KNeighborsClassifier,closest,0.0877163781624502
Encoded,encoded,MLP,Agglo,4,90,Diabetes,KNeighborsClassifier,closest,0.1115179760319574
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,KNeighborsClassifier,closest,0.0694074567243677
Original,original,,Agglo,1,90,Diabetes,KNeighborsClassifier,closest,0.0877163781624502
Decoded,decoded,GNN,Agglo,4,90,Diabetes,KNeighborsClassifier,closest,0.0947070572569906
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Diabetes,KNeighborsClassifier,closest,0.0642476697736353
Encoded,encoded,GNN,Agglo,1,90,Diabetes,KNeighborsClassifier,closest,0.0417776298268975
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,KNeighborsClassifier,closest,0.0128162450066578
Original,original,,Agglo,3,90,Diabetes,KNeighborsClassifier,closest,0.0877163781624502
Decoded,decoded,MLP,KIP,0,90,Diabetes,KNeighborsClassifier,centroid,0.06810918774966719
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Diabetes,KNeighborsClassifier,centroid,0.07373501997336893
Encoded,encoded,MLP,KIP,2,90,Diabetes,KNeighborsClassifier,centroid,0.07363515312916116
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,Diabetes,KNeighborsClassifier,centroid,0.07030625832223705
Original,original,,KIP,4,90,Diabetes,KNeighborsClassifier,centroid,0.09743675099866848
Decoded,decoded,GNN,KIP,2,90,Diabetes,KNeighborsClassifier,centroid,0.07323568575233033
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Diabetes,KNeighborsClassifier,centroid,0.07393475366178429
Encoded,encoded,GNN,KIP,1,90,Diabetes,KNeighborsClassifier,centroid,0.0645139813581891
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Diabetes,KNeighborsClassifier,centroid,0.05073235685752338
Original,original,,KIP,4,90,Diabetes,KNeighborsClassifier,centroid,0.09743675099866848
Decoded,decoded,MLP,KMeans,4,90,Diabetes,KNeighborsClassifier,centroid,0.06478029294274308
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Diabetes,KNeighborsClassifier,centroid,0.062150466045273044
Encoded,encoded,MLP,KMeans,1,90,Diabetes,KNeighborsClassifier,centroid,0.041178428761651134
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,KNeighborsClassifier,centroid,0.03155792276964054
Original,original,,KMeans,2,90,Diabetes,KNeighborsClassifier,centroid,0.049933422103861536
Decoded,decoded,GNN,KMeans,4,90,Diabetes,KNeighborsClassifier,centroid,0.08322237017310259
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Diabetes,KNeighborsClassifier,centroid,0.06937416777629835
Encoded,encoded,GNN,KMeans,2,90,Diabetes,KNeighborsClassifier,centroid,0.05695739014647148
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Diabetes,KNeighborsClassifier,centroid,0.028728362183755064
Original,original,,KMeans,1,90,Diabetes,KNeighborsClassifier,centroid,0.049933422103861536
Decoded,decoded,MLP,KMeans,4,90,Diabetes,KNeighborsClassifier,closest,0.07563249001331575
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Diabetes,KNeighborsClassifier,closest,0.06474700399467384
Encoded,encoded,MLP,KMeans,3,90,Diabetes,KNeighborsClassifier,closest,0.0681757656458056
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,KNeighborsClassifier,closest,0.04866844207723035
Original,original,,KMeans,1,90,Diabetes,KNeighborsClassifier,closest,0.0621837549933423
Decoded,decoded,GNN,KMeans,4,90,Diabetes,KNeighborsClassifier,closest,0.07879494007989352
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Diabetes,KNeighborsClassifier,closest,0.07440079893475363
Encoded,encoded,GNN,KMeans,1,90,Diabetes,KNeighborsClassifier,closest,0.05306258322237021
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Diabetes,KNeighborsClassifier,closest,0.036185086551265046
Original,original,,KMeans,2,90,Diabetes,KNeighborsClassifier,closest,0.0621837549933423
Decoded,decoded,MLP,Agglo,4,90,Diabetes,LogisticRegression,centroid,0.1379903109860916
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Diabetes,LogisticRegression,centroid,0.1186122831692452
Encoded,encoded,MLP,Agglo,2,90,Diabetes,LogisticRegression,centroid,0.067354274105329
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Diabetes,LogisticRegression,centroid,0.0578215346147835
Original,original,,Agglo,0,90,Diabetes,LogisticRegression,centroid,0.0525082044069385
Decoded,decoded,GNN,Agglo,4,90,Diabetes,LogisticRegression,centroid,0.0823566182215972
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Diabetes,LogisticRegression,centroid,0.0754805438349742
Encoded,encoded,GNN,Agglo,3,90,Diabetes,LogisticRegression,centroid,0.0792311298640412
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,LogisticRegression,centroid,0.0496952648851383
Original,original,,Agglo,1,90,Diabetes,LogisticRegression,centroid,0.0525082044069385
Decoded,decoded,MLP,Agglo,4,90,Diabetes,LogisticRegression,closest,0.13314580403188
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Diabetes,LogisticRegression,closest,0.0700109392092514
Encoded,encoded,MLP,Agglo,3,90,Diabetes,LogisticRegression,closest,0.0803250507891858
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,LogisticRegression,closest,0.0525082044069385
Original,original,,Agglo,1,90,Diabetes,LogisticRegression,closest,0.0693858415377402
Decoded,decoded,GNN,Agglo,4,90,Diabetes,LogisticRegression,closest,0.097515236755743
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Diabetes,LogisticRegression,closest,0.0742303484919518
Encoded,encoded,GNN,Agglo,3,90,Diabetes,LogisticRegression,closest,0.0828254414752305
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,LogisticRegression,closest,0.0543834974214722
Original,original,,Agglo,1,90,Diabetes,LogisticRegression,closest,0.0693858415377402
Decoded,decoded,MLP,KIP,4,90,Diabetes,LogisticRegression,centroid,0.10811064228785743
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Diabetes,LogisticRegression,centroid,0.10251601812783251
Encoded,encoded,MLP,KIP,1,90,Diabetes,LogisticRegression,centroid,0.1004531958118456
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Diabetes,LogisticRegression,centroid,0.08329426472886393
Original,original,,KIP,3,90,Diabetes,LogisticRegression,centroid,0.10701672136271297
Decoded,decoded,GNN,KIP,2,90,Diabetes,LogisticRegression,centroid,0.10164088138771679
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,Diabetes,LogisticRegression,centroid,0.11292389435849351
Encoded,encoded,GNN,KIP,0,90,Diabetes,LogisticRegression,centroid,0.0708235661822159
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Diabetes,LogisticRegression,centroid,0.07516799499921858
Original,original,,KIP,3,90,Diabetes,LogisticRegression,centroid,0.10701672136271297
Decoded,decoded,MLP,KMeans,4,90,Diabetes,LogisticRegression,centroid,0.07323019221753393
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Diabetes,LogisticRegression,centroid,0.06879199874980471
Encoded,encoded,MLP,KMeans,2,90,Diabetes,LogisticRegression,centroid,0.06660415689951554
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Diabetes,LogisticRegression,centroid,0.05900922019065474
Original,original,,KMeans,0,90,Diabetes,LogisticRegression,centroid,0.057321456477574625
Decoded,decoded,GNN,KMeans,3,90,Diabetes,LogisticRegression,centroid,0.09210814189717142
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Diabetes,LogisticRegression,centroid,0.11117362087826219
Encoded,encoded,GNN,KMeans,2,90,Diabetes,LogisticRegression,centroid,0.06269729645257072
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Diabetes,LogisticRegression,centroid,0.05969682762931716
Original,original,,KMeans,0,90,Diabetes,LogisticRegression,centroid,0.057321456477574625
Decoded,decoded,MLP,KMeans,4,90,Diabetes,LogisticRegression,closest,0.07698077824660106
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Diabetes,LogisticRegression,closest,0.06732301922175335
Encoded,encoded,MLP,KMeans,2,90,Diabetes,LogisticRegression,closest,0.07135489920300045
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,LogisticRegression,closest,0.0561962806688545
Original,original,,KMeans,3,90,Diabetes,LogisticRegression,closest,0.07601187685575866
Decoded,decoded,GNN,KMeans,3,90,Diabetes,LogisticRegression,closest,0.09232692608220032
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Diabetes,LogisticRegression,closest,0.10342240975152368
Encoded,encoded,GNN,KMeans,1,90,Diabetes,LogisticRegression,closest,0.06838568526332237
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Diabetes,LogisticRegression,closest,0.06282231598687296
Original,original,,KMeans,2,90,Diabetes,LogisticRegression,closest,0.07601187685575866
Decoded,decoded,MLP,Agglo,4,90,Diabetes,MLPClassifier,centroid,0.1569053907099582
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Diabetes,MLPClassifier,centroid,0.1363989436072706
Encoded,encoded,MLP,Agglo,2,90,Diabetes,MLPClassifier,centroid,0.0866863445704522
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,MLPClassifier,centroid,0.0576355445083114
Original,original,,Agglo,1,90,Diabetes,MLPClassifier,centroid,0.0727046760913468
Decoded,decoded,GNN,Agglo,3,90,Diabetes,MLPClassifier,centroid,0.1047071617212989
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Diabetes,MLPClassifier,centroid,0.1012894205375176
Encoded,encoded,GNN,Agglo,4,90,Diabetes,MLPClassifier,centroid,0.1165139039925432
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Diabetes,MLPClassifier,centroid,0.0795401584589095
Original,original,,Agglo,0,90,Diabetes,MLPClassifier,centroid,0.0727046760913468
Decoded,decoded,MLP,Agglo,4,90,Diabetes,MLPClassifier,closest,0.1444772409507535
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Diabetes,MLPClassifier,closest,0.0851328258505515
Encoded,encoded,MLP,Agglo,3,90,Diabetes,MLPClassifier,closest,0.1370203510952306
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,MLPClassifier,closest,0.0795401584589095
Original,original,,Agglo,2,90,Diabetes,MLPClassifier,closest,0.0981823830977162
Decoded,decoded,GNN,Agglo,3,90,Diabetes,MLPClassifier,closest,0.1065713841851794
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Diabetes,MLPClassifier,closest,0.0938325306819949
Encoded,encoded,GNN,Agglo,4,90,Diabetes,MLPClassifier,closest,0.1300295168556781
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,MLPClassifier,closest,0.0888612707783131
Original,original,,Agglo,2,90,Diabetes,MLPClassifier,closest,0.0981823830977162
Decoded,decoded,MLP,KIP,4,90,Diabetes,MLPClassifier,centroid,0.12247941587696129
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Diabetes,MLPClassifier,centroid,0.11980736367873232
Encoded,encoded,MLP,KIP,2,90,Diabetes,MLPClassifier,centroid,0.11182227745844338
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Diabetes,MLPClassifier,centroid,0.10622961006680134
Original,original,,KIP,1,90,Diabetes,MLPClassifier,centroid,0.10818704365387614
Decoded,decoded,GNN,KIP,1,90,Diabetes,MLPClassifier,centroid,0.11331365542954792
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,Diabetes,MLPClassifier,centroid,0.11934130806276214
Encoded,encoded,GNN,KIP,3,90,Diabetes,MLPClassifier,centroid,0.11915488581637416
Encoded-FT,encoded,GNN-MultiHead,KIP,2,90,Diabetes,MLPClassifier,centroid,0.11377971104551818
Original,original,,KIP,0,90,Diabetes,MLPClassifier,centroid,0.10818704365387614
Decoded,decoded,MLP,KMeans,4,90,Diabetes,MLPClassifier,centroid,0.09175081559732794
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Diabetes,MLPClassifier,centroid,0.08270933664750668
Encoded,encoded,MLP,KMeans,2,90,Diabetes,MLPClassifier,centroid,0.08022370669566575
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,MLPClassifier,centroid,0.07410284293925748
Original,original,,KMeans,1,90,Diabetes,MLPClassifier,centroid,0.0744135466832376
Decoded,decoded,GNN,KMeans,3,90,Diabetes,MLPClassifier,centroid,0.11135622184247321
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Diabetes,MLPClassifier,centroid,0.12459220133602614
Encoded,encoded,GNN,KMeans,2,90,Diabetes,MLPClassifier,centroid,0.10318471337579624
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Diabetes,MLPClassifier,centroid,0.09457821966754701
Original,original,,KMeans,0,90,Diabetes,MLPClassifier,centroid,0.0744135466832376
Decoded,decoded,MLP,KMeans,4,90,Diabetes,MLPClassifier,closest,0.09523069752990532
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Diabetes,MLPClassifier,closest,0.08625135932888
Encoded,encoded,MLP,KMeans,2,90,Diabetes,MLPClassifier,closest,0.08851949665993479
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,MLPClassifier,closest,0.06941121640515771
Original,original,,KMeans,3,90,Diabetes,MLPClassifier,closest,0.09380146030759674
Decoded,decoded,GNN,KMeans,2,90,Diabetes,MLPClassifier,closest,0.11284759981357777
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Diabetes,MLPClassifier,closest,0.11847133757961788
Encoded,encoded,GNN,KMeans,4,90,Diabetes,MLPClassifier,closest,0.12484076433121023
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Diabetes,MLPClassifier,closest,0.09610066801304956
Original,original,,KMeans,0,90,Diabetes,MLPClassifier,closest,0.09380146030759674
Decoded,decoded,MLP,Agglo,4,90,Diabetes,XGBClassifier,centroid,0.1526861451460885
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Diabetes,XGBClassifier,centroid,0.1135721017907633
Encoded,encoded,MLP,Agglo,2,90,Diabetes,XGBClassifier,centroid,0.0947219604147031
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Diabetes,XGBClassifier,centroid,0.0727301288092994
Original,original,,Agglo,1,90,Diabetes,XGBClassifier,centroid,0.08545397423814
Decoded,decoded,GNN,Agglo,2,90,Diabetes,XGBClassifier,centroid,0.0909519321394911
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,Diabetes,XGBClassifier,centroid,0.0782280867106502
Encoded,encoded,GNN,Agglo,4,90,Diabetes,XGBClassifier,centroid,0.1132579327678291
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Diabetes,XGBClassifier,centroid,0.104932453660069
Original,original,,Agglo,1,90,Diabetes,XGBClassifier,centroid,0.08545397423814
Decoded,decoded,MLP,Agglo,3,90,Diabetes,XGBClassifier,closest,0.1302230600062832
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Diabetes,XGBClassifier,closest,0.0793276782909204
Encoded,encoded,MLP,Agglo,4,90,Diabetes,XGBClassifier,closest,0.1341501727929626
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Diabetes,XGBClassifier,closest,0.0920515237197611
Original,original,,Agglo,2,90,Diabetes,XGBClassifier,closest,0.1200125667609171
Decoded,decoded,GNN,Agglo,2,90,Diabetes,XGBClassifier,closest,0.1077599748664781
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Diabetes,XGBClassifier,closest,0.0929940307885641
Encoded,encoded,GNN,Agglo,4,90,Diabetes,XGBClassifier,closest,0.1201696512723844
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Diabetes,XGBClassifier,closest,0.0865535658184102
Original,original,,Agglo,3,90,Diabetes,XGBClassifier,closest,0.1200125667609171
Decoded,decoded,MLP,KIP,2,90,Diabetes,XGBClassifier,centroid,0.12362551052466217
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Diabetes,XGBClassifier,centroid,0.1195098963242223
Encoded,encoded,MLP,KIP,3,90,Diabetes,XGBClassifier,centroid,0.1253848570530945
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Diabetes,XGBClassifier,centroid,0.11442035815268606
Original,original,,KIP,4,90,Diabetes,XGBClassifier,centroid,0.1509267986176562
Decoded,decoded,GNN,KIP,2,90,Diabetes,XGBClassifier,centroid,0.11347785108388304
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Diabetes,XGBClassifier,centroid,0.1229343386742067
Encoded,encoded,GNN,KIP,1,90,Diabetes,XGBClassifier,centroid,0.10848256361922708
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Diabetes,XGBClassifier,centroid,0.09632422243166819
Original,original,,KIP,4,90,Diabetes,XGBClassifier,centroid,0.1509267986176562
Decoded,decoded,MLP,KMeans,3,90,Diabetes,XGBClassifier,centroid,0.12164624568017593
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Diabetes,XGBClassifier,centroid,0.0932139491046182
Encoded,encoded,MLP,KMeans,1,90,Diabetes,XGBClassifier,centroid,0.09010367577756825
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Diabetes,XGBClassifier,centroid,0.07053094564875888
Original,original,,KMeans,4,90,Diabetes,XGBClassifier,centroid,0.1678290920515236
Decoded,decoded,GNN,KMeans,2,90,Diabetes,XGBClassifier,centroid,0.11049324536600683
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Diabetes,XGBClassifier,centroid,0.12472510210493234
Encoded,encoded,GNN,KMeans,1,90,Diabetes,XGBClassifier,centroid,0.1070688030160225
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Diabetes,XGBClassifier,centroid,0.08925541941564549
Original,original,,KMeans,4,90,Diabetes,XGBClassifier,centroid,0.1678290920515236
Decoded,decoded,MLP,KMeans,4,90,Diabetes,XGBClassifier,closest,0.12639019792648437
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,Diabetes,XGBClassifier,closest,0.0847628023876845
Encoded,encoded,MLP,KMeans,3,90,Diabetes,XGBClassifier,closest,0.10980207351555123
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Diabetes,XGBClassifier,closest,0.09180018850141373
Original,original,,KMeans,1,90,Diabetes,XGBClassifier,closest,0.09007225887527484
Decoded,decoded,GNN,KMeans,2,90,Diabetes,XGBClassifier,closest,0.11316368206094869
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Diabetes,XGBClassifier,closest,0.11834747093936522
Encoded,encoded,GNN,KMeans,4,90,Diabetes,XGBClassifier,closest,0.12441093308199798
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Diabetes,XGBClassifier,closest,0.10282752120640896
Original,original,,KMeans,0,90,Diabetes,XGBClassifier,closest,0.09007225887527484
Decoded,decoded,MLP,Agglo,2,90,Electricity,GaussianNB,centroid,0.1262505102959336
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Electricity,GaussianNB,centroid,0.1762818253507412
Encoded,encoded,MLP,Agglo,1,90,Electricity,GaussianNB,centroid,0.0885587214329364
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,GaussianNB,centroid,0.0624979397990258
Original,original,,Agglo,3,90,Electricity,GaussianNB,centroid,0.1559581012173569
Decoded,decoded,GNN,Agglo,2,90,Electricity,GaussianNB,centroid,0.1452508881050969
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Electricity,GaussianNB,centroid,0.1832194411974267
Encoded,encoded,GNN,Agglo,1,90,Electricity,GaussianNB,centroid,0.083699943455407
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,GaussianNB,centroid,0.0678135118756323
Original,original,,Agglo,3,90,Electricity,GaussianNB,centroid,0.1559581012173569
Decoded,decoded,MLP,Agglo,4,90,Electricity,GaussianNB,closest,0.1424580796644852
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Electricity,GaussianNB,closest,0.1376340398449207
Encoded,encoded,MLP,Agglo,1,90,Electricity,GaussianNB,closest,0.0810341701764038
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,GaussianNB,closest,0.0636146321178358
Original,original,,Agglo,2,90,Electricity,GaussianNB,closest,0.096824628086181
Decoded,decoded,GNN,Agglo,4,90,Electricity,GaussianNB,closest,0.1442689012345992
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Electricity,GaussianNB,closest,0.1254598368574391
Encoded,encoded,GNN,Agglo,2,90,Electricity,GaussianNB,closest,0.099176870472312
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,GaussianNB,closest,0.0810377200611593
Original,original,,Agglo,1,90,Electricity,GaussianNB,closest,0.096824628086181
Decoded,decoded,MLP,KIP,2,90,Electricity,GaussianNB,centroid,0.144885211940798
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,Electricity,GaussianNB,centroid,0.18144920241696436
Encoded,encoded,MLP,KIP,1,90,Electricity,GaussianNB,centroid,0.14092504925465094
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Electricity,GaussianNB,centroid,0.09834333217539475
Original,original,,KIP,3,90,Electricity,GaussianNB,centroid,0.1655939210759193
Decoded,decoded,GNN,KIP,4,90,Electricity,GaussianNB,centroid,0.18334447320978037
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Electricity,GaussianNB,centroid,0.1749393223270001
Encoded,encoded,GNN,KIP,1,90,Electricity,GaussianNB,centroid,0.14009953623291294
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Electricity,GaussianNB,centroid,0.11925233087968676
Original,original,,KIP,2,90,Electricity,GaussianNB,centroid,0.1655939210759193
Decoded,decoded,MLP,KMeans,4,90,Electricity,GaussianNB,centroid,0.1525745665971058
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Electricity,GaussianNB,centroid,0.13831474292495277
Encoded,encoded,MLP,KMeans,1,90,Electricity,GaussianNB,centroid,0.09202335824169135
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,GaussianNB,centroid,0.0694360374157853
Original,original,,KMeans,2,90,Electricity,GaussianNB,centroid,0.13673930407044993
Decoded,decoded,GNN,KMeans,2,90,Electricity,GaussianNB,centroid,0.10544587820345401
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Electricity,GaussianNB,centroid,0.12505488375395238
Encoded,encoded,GNN,KMeans,1,90,Electricity,GaussianNB,centroid,0.0913542683560736
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Electricity,GaussianNB,centroid,0.0800081013441384
Original,original,,KMeans,4,90,Electricity,GaussianNB,centroid,0.13673930407044993
Decoded,decoded,MLP,KMeans,2,90,Electricity,GaussianNB,closest,0.1165480413510861
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Electricity,GaussianNB,closest,0.1478162376799982
Encoded,encoded,MLP,KMeans,1,90,Electricity,GaussianNB,closest,0.08816233876550215
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,GaussianNB,closest,0.06721263048996005
Original,original,,KMeans,3,90,Electricity,GaussianNB,closest,0.12508351103887372
Decoded,decoded,GNN,KMeans,4,90,Electricity,GaussianNB,closest,0.12564077955469227
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Electricity,GaussianNB,closest,0.08831213122402556
Encoded,encoded,GNN,KMeans,2,90,Electricity,GaussianNB,closest,0.09014108256271251
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Electricity,GaussianNB,closest,0.08104049657816462
Original,original,,KMeans,3,90,Electricity,GaussianNB,closest,0.12508351103887372
Decoded,decoded,MLP,Agglo,4,90,Electricity,KNeighborsClassifier,centroid,0.2616305409406134
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Electricity,KNeighborsClassifier,centroid,0.2486753220922883
Encoded,encoded,MLP,Agglo,2,90,Electricity,KNeighborsClassifier,centroid,0.246724992893801
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,KNeighborsClassifier,centroid,0.2007630289398455
Original,original,,Agglo,1,90,Electricity,KNeighborsClassifier,centroid,0.2118333833670009
Decoded,decoded,GNN,Agglo,4,90,Electricity,KNeighborsClassifier,centroid,0.249851082256147
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Electricity,KNeighborsClassifier,centroid,0.2462668458129
Encoded,encoded,GNN,Agglo,2,90,Electricity,KNeighborsClassifier,centroid,0.2339640943511768
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Electricity,KNeighborsClassifier,centroid,0.2337639774080043
Original,original,,Agglo,0,90,Electricity,KNeighborsClassifier,centroid,0.2118333833670009
Decoded,decoded,MLP,Agglo,1,90,Electricity,KNeighborsClassifier,closest,0.2291003432513445
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Electricity,KNeighborsClassifier,closest,0.2315150947896471
Encoded,encoded,MLP,Agglo,4,90,Electricity,KNeighborsClassifier,closest,0.2632982175871575
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,KNeighborsClassifier,closest,0.1991091259548165
Original,original,,Agglo,3,90,Electricity,KNeighborsClassifier,closest,0.2514770124768633
Decoded,decoded,GNN,Agglo,2,90,Electricity,KNeighborsClassifier,closest,0.2524480290236044
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Electricity,KNeighborsClassifier,closest,0.2563124185512607
Encoded,encoded,GNN,Agglo,4,90,Electricity,KNeighborsClassifier,closest,0.2564429226646132
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,KNeighborsClassifier,closest,0.2232414318119996
Original,original,,Agglo,1,90,Electricity,KNeighborsClassifier,closest,0.2514770124768633
Decoded,decoded,MLP,KIP,3,90,Electricity,KNeighborsClassifier,centroid,0.34536841486693926
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Electricity,KNeighborsClassifier,centroid,0.3105263160693693
Encoded,encoded,MLP,KIP,2,90,Electricity,KNeighborsClassifier,centroid,0.3402813815461121
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Electricity,KNeighborsClassifier,centroid,0.29235064551408063
Original,original,,KIP,4,90,Electricity,KNeighborsClassifier,centroid,0.36474297895581287
Decoded,decoded,GNN,KIP,2,90,Electricity,KNeighborsClassifier,centroid,0.3178087540393656
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Electricity,KNeighborsClassifier,centroid,0.32527896051931493
Encoded,encoded,GNN,KIP,1,90,Electricity,KNeighborsClassifier,centroid,0.29919805913687003
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Electricity,KNeighborsClassifier,centroid,0.28584551003895176
Original,original,,KIP,4,90,Electricity,KNeighborsClassifier,centroid,0.36474297895581287
Decoded,decoded,MLP,KMeans,4,90,Electricity,KNeighborsClassifier,centroid,0.2574360515220029
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Electricity,KNeighborsClassifier,centroid,0.24189511755607382
Encoded,encoded,MLP,KMeans,3,90,Electricity,KNeighborsClassifier,centroid,0.2447694733116695
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,KNeighborsClassifier,centroid,0.20132735552878228
Original,original,,KMeans,1,90,Electricity,KNeighborsClassifier,centroid,0.214409079342406
Decoded,decoded,GNN,KMeans,3,90,Electricity,KNeighborsClassifier,centroid,0.24081099744442733
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Electricity,KNeighborsClassifier,centroid,0.24805674110382334
Encoded,encoded,GNN,KMeans,2,90,Electricity,KNeighborsClassifier,centroid,0.22869160053935317
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Electricity,KNeighborsClassifier,centroid,0.20443479992693048
Original,original,,KMeans,1,90,Electricity,KNeighborsClassifier,centroid,0.214409079342406
Decoded,decoded,MLP,KMeans,3,90,Electricity,KNeighborsClassifier,closest,0.2402289618621139
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Electricity,KNeighborsClassifier,closest,0.2310228060458397
Encoded,encoded,MLP,KMeans,4,90,Electricity,KNeighborsClassifier,closest,0.24476065604109332
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,KNeighborsClassifier,closest,0.2033629006161187
Original,original,,KMeans,2,90,Electricity,KNeighborsClassifier,closest,0.23244767271653033
Decoded,decoded,GNN,KMeans,4,90,Electricity,KNeighborsClassifier,closest,0.24011708144089514
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Electricity,KNeighborsClassifier,closest,0.23942159130461832
Encoded,encoded,GNN,KMeans,2,90,Electricity,KNeighborsClassifier,closest,0.2344665511416318
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Electricity,KNeighborsClassifier,closest,0.22503810225534396
Original,original,,KMeans,1,90,Electricity,KNeighborsClassifier,closest,0.23244767271653033
Decoded,decoded,MLP,Agglo,4,90,Electricity,LogisticRegression,centroid,0.1853758039400894
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Electricity,LogisticRegression,centroid,0.166332045996881
Encoded,encoded,MLP,Agglo,3,90,Electricity,LogisticRegression,centroid,0.1735509370669139
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Electricity,LogisticRegression,centroid,0.1340085104506053
Original,original,,Agglo,0,90,Electricity,LogisticRegression,centroid,0.1148134840223175
Decoded,decoded,GNN,Agglo,3,90,Electricity,LogisticRegression,centroid,0.1828840676922658
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Electricity,LogisticRegression,centroid,0.2226454494286991
Encoded,encoded,GNN,Agglo,2,90,Electricity,LogisticRegression,centroid,0.1352059304284622
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Electricity,LogisticRegression,centroid,0.1230683208013347
Original,original,,Agglo,0,90,Electricity,LogisticRegression,centroid,0.1148134840223175
Decoded,decoded,MLP,Agglo,2,90,Electricity,LogisticRegression,closest,0.1399775449294969
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Electricity,LogisticRegression,closest,0.1273989164038385
Encoded,encoded,MLP,Agglo,3,90,Electricity,LogisticRegression,closest,0.1419442111973168
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,LogisticRegression,closest,0.124130484816961
Original,original,,Agglo,4,90,Electricity,LogisticRegression,closest,0.1523395644922246
Decoded,decoded,GNN,Agglo,3,90,Electricity,LogisticRegression,closest,0.1590985500983156
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Electricity,LogisticRegression,closest,0.1801122589294155
Encoded,encoded,GNN,Agglo,1,90,Electricity,LogisticRegression,closest,0.1483441174448753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,LogisticRegression,closest,0.1378067043318743
Original,original,,Agglo,2,90,Electricity,LogisticRegression,closest,0.1523395644922246
Decoded,decoded,MLP,KIP,4,90,Electricity,LogisticRegression,centroid,0.20798369139211345
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Electricity,LogisticRegression,centroid,0.17733155823080035
Encoded,encoded,MLP,KIP,1,90,Electricity,LogisticRegression,centroid,0.1669529682290431
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Electricity,LogisticRegression,centroid,0.145947846333273
Original,original,,KIP,3,90,Electricity,LogisticRegression,centroid,0.19095139958834323
Decoded,decoded,GNN,KIP,4,90,Electricity,LogisticRegression,centroid,0.20905999100483333
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Electricity,LogisticRegression,centroid,0.20349460114037315
Encoded,encoded,GNN,KIP,1,90,Electricity,LogisticRegression,centroid,0.17443713929299481
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Electricity,LogisticRegression,centroid,0.16511569253046893
Original,original,,KIP,2,90,Electricity,LogisticRegression,centroid,0.19095139958834323
Decoded,decoded,MLP,KMeans,4,90,Electricity,LogisticRegression,centroid,0.20319507898220884
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Electricity,LogisticRegression,centroid,0.161890054850809
Encoded,encoded,MLP,KMeans,3,90,Electricity,LogisticRegression,centroid,0.17056996839022406
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Electricity,LogisticRegression,centroid,0.1382549259329904
Original,original,,KMeans,0,90,Electricity,LogisticRegression,centroid,0.12153708957792389
Decoded,decoded,GNN,KMeans,2,90,Electricity,LogisticRegression,centroid,0.14303944429859167
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Electricity,LogisticRegression,centroid,0.15386244339602492
Encoded,encoded,GNN,KMeans,3,90,Electricity,LogisticRegression,centroid,0.14443374205737802
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Electricity,LogisticRegression,centroid,0.126625165492063
Original,original,,KMeans,0,90,Electricity,LogisticRegression,centroid,0.12153708957792389
Decoded,decoded,MLP,KMeans,3,90,Electricity,LogisticRegression,closest,0.14705288637161862
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Electricity,LogisticRegression,closest,0.13371052502540298
Encoded,encoded,MLP,KMeans,4,90,Electricity,LogisticRegression,closest,0.15083895062019487
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Electricity,LogisticRegression,closest,0.13411306694595315
Original,original,,KMeans,0,90,Electricity,LogisticRegression,closest,0.13266233237586658
Decoded,decoded,GNN,KMeans,2,90,Electricity,LogisticRegression,closest,0.14143479008579657
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Electricity,LogisticRegression,closest,0.14513147747606983
Encoded,encoded,GNN,KMeans,4,90,Electricity,LogisticRegression,closest,0.14893249847675735
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Electricity,LogisticRegression,closest,0.13177201264391034
Original,original,,KMeans,1,90,Electricity,LogisticRegression,closest,0.13266233237586658
Decoded,decoded,MLP,Agglo,4,90,Electricity,MLPClassifier,centroid,0.2488064689261739
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Electricity,MLPClassifier,centroid,0.2219417261293648
Encoded,encoded,MLP,Agglo,2,90,Electricity,MLPClassifier,centroid,0.1959735161421352
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,MLPClassifier,centroid,0.162803054024429
Original,original,,Agglo,1,90,Electricity,MLPClassifier,centroid,0.1827992952485774
Decoded,decoded,GNN,Agglo,3,90,Electricity,MLPClassifier,centroid,0.2253736637391284
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Electricity,MLPClassifier,centroid,0.2736470461578872
Encoded,encoded,GNN,Agglo,2,90,Electricity,MLPClassifier,centroid,0.190619791440735
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Electricity,MLPClassifier,centroid,0.1834790425930915
Original,original,,Agglo,0,90,Electricity,MLPClassifier,centroid,0.1827992952485774
Decoded,decoded,MLP,Agglo,2,90,Electricity,MLPClassifier,closest,0.1848533960398307
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Electricity,MLPClassifier,closest,0.1669543623326028
Encoded,encoded,MLP,Agglo,3,90,Electricity,MLPClassifier,closest,0.1961723404715059
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Electricity,MLPClassifier,closest,0.1678252597030545
Original,original,,Agglo,4,90,Electricity,MLPClassifier,closest,0.1962926800806596
Decoded,decoded,GNN,Agglo,3,90,Electricity,MLPClassifier,closest,0.2296977799437577
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Electricity,MLPClassifier,closest,0.2368782610006649
Encoded,encoded,GNN,Agglo,2,90,Electricity,MLPClassifier,closest,0.2087568918374421
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,MLPClassifier,closest,0.1789697089800725
Original,original,,Agglo,1,90,Electricity,MLPClassifier,closest,0.1962926800806596
Decoded,decoded,MLP,KIP,4,90,Electricity,MLPClassifier,centroid,0.2675187284299686
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Electricity,MLPClassifier,centroid,0.2402831807081291
Encoded,encoded,MLP,KIP,3,90,Electricity,MLPClassifier,centroid,0.24809956216738213
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Electricity,MLPClassifier,centroid,0.20369430081734582
Original,original,,KIP,1,90,Electricity,MLPClassifier,centroid,0.22059948501614018
Decoded,decoded,GNN,KIP,4,90,Electricity,MLPClassifier,centroid,0.264836281798898
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Electricity,MLPClassifier,centroid,0.263143243377253
Encoded,encoded,GNN,KIP,2,90,Electricity,MLPClassifier,centroid,0.2367485380588028
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Electricity,MLPClassifier,centroid,0.2279017752296671
Original,original,,KIP,0,90,Electricity,MLPClassifier,centroid,0.22059948501614018
Decoded,decoded,MLP,KMeans,4,90,Electricity,MLPClassifier,centroid,0.24267560398264765
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Electricity,MLPClassifier,centroid,0.20757575666862946
Encoded,encoded,MLP,KMeans,2,90,Electricity,MLPClassifier,centroid,0.19056223960775487
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,MLPClassifier,centroid,0.16913641172322236
Original,original,,KMeans,1,90,Electricity,MLPClassifier,centroid,0.17841823680102803
Decoded,decoded,GNN,KMeans,3,90,Electricity,MLPClassifier,centroid,0.20015238662944754
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Electricity,MLPClassifier,centroid,0.20384076571478263
Encoded,encoded,GNN,KMeans,2,90,Electricity,MLPClassifier,centroid,0.18818479483185185
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Electricity,MLPClassifier,centroid,0.18022769603858438
Original,original,,KMeans,0,90,Electricity,MLPClassifier,centroid,0.17841823680102803
Decoded,decoded,MLP,KMeans,4,90,Electricity,MLPClassifier,closest,0.2007364283345514
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Electricity,MLPClassifier,closest,0.18509454333621994
Encoded,encoded,MLP,KMeans,3,90,Electricity,MLPClassifier,closest,0.19685761766870652
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,MLPClassifier,closest,0.16456487815301596
Original,original,,KMeans,1,90,Electricity,MLPClassifier,closest,0.18292585049923515
Decoded,decoded,GNN,KMeans,2,90,Electricity,MLPClassifier,closest,0.19723648877649438
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Electricity,MLPClassifier,closest,0.19820178552194206
Encoded,encoded,GNN,KMeans,4,90,Electricity,MLPClassifier,closest,0.2031764649469659
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Electricity,MLPClassifier,closest,0.18590358908666144
Original,original,,KMeans,0,90,Electricity,MLPClassifier,closest,0.18292585049923515
Decoded,decoded,MLP,Agglo,3,90,Electricity,XGBClassifier,centroid,0.3382495249732164
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Electricity,XGBClassifier,centroid,0.3159257073869819
Encoded,encoded,MLP,Agglo,2,90,Electricity,XGBClassifier,centroid,0.3196234378838608
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Electricity,XGBClassifier,centroid,0.301090504675532
Original,original,,Agglo,4,90,Electricity,XGBClassifier,centroid,0.3682063048596353
Decoded,decoded,GNN,Agglo,1,90,Electricity,XGBClassifier,centroid,0.3116383084724784
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Electricity,XGBClassifier,centroid,0.3388537441527448
Encoded,encoded,GNN,Agglo,2,90,Electricity,XGBClassifier,centroid,0.3137829747577637
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,XGBClassifier,centroid,0.2900906120901265
Original,original,,Agglo,4,90,Electricity,XGBClassifier,centroid,0.3682063048596353
Decoded,decoded,MLP,Agglo,2,90,Electricity,XGBClassifier,closest,0.3073398877183931
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Electricity,XGBClassifier,closest,0.2872762723674456
Encoded,encoded,MLP,Agglo,4,90,Electricity,XGBClassifier,closest,0.3122389987296846
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Electricity,XGBClassifier,closest,0.2973507171591962
Original,original,,Agglo,3,90,Electricity,XGBClassifier,closest,0.3121961682478011
Decoded,decoded,GNN,Agglo,3,90,Electricity,XGBClassifier,closest,0.3202176987346445
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Electricity,XGBClassifier,closest,0.3176883799162359
Encoded,encoded,GNN,Agglo,4,90,Electricity,XGBClassifier,closest,0.3450470028282621
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Electricity,XGBClassifier,closest,0.3107905453113142
Original,original,,Agglo,1,90,Electricity,XGBClassifier,closest,0.3121961682478011
Decoded,decoded,MLP,KIP,3,90,Electricity,XGBClassifier,centroid,0.3770565616636635
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Electricity,XGBClassifier,centroid,0.35053418699092265
Encoded,encoded,MLP,KIP,2,90,Electricity,XGBClassifier,centroid,0.37014426331136085
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Electricity,XGBClassifier,centroid,0.3336703760313275
Original,original,,KIP,4,90,Electricity,XGBClassifier,centroid,0.4191443359201461
Decoded,decoded,GNN,KIP,1,90,Electricity,XGBClassifier,centroid,0.35183016196013167
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Electricity,XGBClassifier,centroid,0.36390595044948315
Encoded,encoded,GNN,KIP,2,90,Electricity,XGBClassifier,centroid,0.35355285615020093
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Electricity,XGBClassifier,centroid,0.325219564229335
Original,original,,KIP,4,90,Electricity,XGBClassifier,centroid,0.4191443359201461
Decoded,decoded,MLP,KMeans,3,90,Electricity,XGBClassifier,centroid,0.3410176986572981
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Electricity,XGBClassifier,centroid,0.3131270109418829
Encoded,encoded,MLP,KMeans,1,90,Electricity,XGBClassifier,centroid,0.3092652097277208
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Electricity,XGBClassifier,centroid,0.2943892165415381
Original,original,,KMeans,4,90,Electricity,XGBClassifier,centroid,0.4390000542390527
Decoded,decoded,GNN,KMeans,0,90,Electricity,XGBClassifier,centroid,0.2990568205802109
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Electricity,XGBClassifier,centroid,0.30745476622533213
Encoded,encoded,GNN,KMeans,3,90,Electricity,XGBClassifier,centroid,0.3078943732638789
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Electricity,XGBClassifier,centroid,0.3035037364519596
Original,original,,KMeans,4,90,Electricity,XGBClassifier,centroid,0.4390000542390527
Decoded,decoded,MLP,KMeans,3,90,Electricity,XGBClassifier,closest,0.31267912785536944
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,Electricity,XGBClassifier,closest,0.2929490778442558
Encoded,encoded,MLP,KMeans,4,90,Electricity,XGBClassifier,closest,0.31777985151648414
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Electricity,XGBClassifier,closest,0.2941071057896466
Original,original,,KMeans,1,90,Electricity,XGBClassifier,closest,0.29332709793706935
Decoded,decoded,GNN,KMeans,1,90,Electricity,XGBClassifier,closest,0.2971794145682227
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Electricity,XGBClassifier,closest,0.3097451528318248
Encoded,encoded,GNN,KMeans,4,90,Electricity,XGBClassifier,closest,0.31383390725856775
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,Electricity,XGBClassifier,closest,0.2977297137483236
Original,original,,KMeans,0,90,Electricity,XGBClassifier,closest,0.29332709793706935
Decoded,decoded,MLP,Agglo,2,90,Elevators,GaussianNB,centroid,-0.1327886045277895
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Elevators,GaussianNB,centroid,-0.0740643812207793
Encoded,encoded,MLP,Agglo,1,90,Elevators,GaussianNB,centroid,-0.1788993220756331
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,GaussianNB,centroid,-0.3073072343947508
Original,original,,Agglo,4,90,Elevators,GaussianNB,centroid,-0.059925110532548
Decoded,decoded,GNN,Agglo,3,90,Elevators,GaussianNB,centroid,-0.00871497331684
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Elevators,GaussianNB,centroid,0.0373648034973343
Encoded,encoded,GNN,Agglo,1,90,Elevators,GaussianNB,centroid,-0.1452396714351921
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,GaussianNB,centroid,-0.3354877967812611
Original,original,,Agglo,2,90,Elevators,GaussianNB,centroid,-0.059925110532548
Decoded,decoded,MLP,Agglo,3,90,Elevators,GaussianNB,closest,-0.0690797001069389
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Elevators,GaussianNB,closest,-0.0892375880924587
Encoded,encoded,MLP,Agglo,1,90,Elevators,GaussianNB,closest,-0.1829590041724868
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,GaussianNB,closest,-0.2863236155794328
Original,original,,Agglo,4,90,Elevators,GaussianNB,closest,0.0365951527473115
Decoded,decoded,GNN,Agglo,3,90,Elevators,GaussianNB,closest,-0.027613315602574
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Elevators,GaussianNB,closest,-0.041915669741187
Encoded,encoded,GNN,Agglo,1,90,Elevators,GaussianNB,closest,-0.1302269696194225
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,GaussianNB,closest,-0.342076239256958
Original,original,,Agglo,4,90,Elevators,GaussianNB,closest,0.0365951527473115
Decoded,decoded,MLP,KIP,4,90,Elevators,GaussianNB,centroid,-0.01628488164847066
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Elevators,GaussianNB,centroid,-0.02445194613991778
Encoded,encoded,MLP,KIP,1,90,Elevators,GaussianNB,centroid,-0.10590471672146817
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Elevators,GaussianNB,centroid,-0.2638046917755016
Original,original,,KIP,2,90,Elevators,GaussianNB,centroid,-0.05754602595282948
Decoded,decoded,GNN,KIP,4,90,Elevators,GaussianNB,centroid,0.011783262739041355
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Elevators,GaussianNB,centroid,0.0051557575870869185
Encoded,encoded,GNN,KIP,1,90,Elevators,GaussianNB,centroid,-0.12780598612952682
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Elevators,GaussianNB,centroid,-0.32313896321469054
Original,original,,KIP,2,90,Elevators,GaussianNB,centroid,-0.05754602595282948
Decoded,decoded,MLP,KMeans,3,90,Elevators,GaussianNB,centroid,-0.08829969710310925
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Elevators,GaussianNB,centroid,-0.09754324128679925
Encoded,encoded,MLP,KMeans,1,90,Elevators,GaussianNB,centroid,-0.1970887348011702
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,GaussianNB,centroid,-0.30650986590414936
Original,original,,KMeans,4,90,Elevators,GaussianNB,centroid,-0.06410971584159106
Decoded,decoded,GNN,KMeans,4,90,Elevators,GaussianNB,centroid,0.0023230044999429803
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Elevators,GaussianNB,centroid,-0.05414950691428697
Encoded,encoded,GNN,KMeans,1,90,Elevators,GaussianNB,centroid,-0.17147264355694664
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,GaussianNB,centroid,-0.33063074619380634
Original,original,,KMeans,2,90,Elevators,GaussianNB,centroid,-0.06410971584159106
Decoded,decoded,MLP,KMeans,3,90,Elevators,GaussianNB,closest,-0.08433051665223831
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Elevators,GaussianNB,closest,-0.08553681850616837
Encoded,encoded,MLP,KMeans,1,90,Elevators,GaussianNB,closest,-0.18413810396473257
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,GaussianNB,closest,-0.2927764345058796
Original,original,,KMeans,4,90,Elevators,GaussianNB,closest,0.004477768760559381
Decoded,decoded,GNN,KMeans,3,90,Elevators,GaussianNB,closest,-0.021408280384928417
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Elevators,GaussianNB,closest,-0.06878614989625181
Encoded,encoded,GNN,KMeans,1,90,Elevators,GaussianNB,closest,-0.15950386533561342
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,GaussianNB,closest,-0.34184031616273014
Original,original,,KMeans,4,90,Elevators,GaussianNB,closest,0.004477768760559381
Decoded,decoded,MLP,Agglo,2,90,Elevators,KNeighborsClassifier,centroid,0.050314684854976
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Elevators,KNeighborsClassifier,centroid,0.056073877870115
Encoded,encoded,MLP,Agglo,4,90,Elevators,KNeighborsClassifier,centroid,0.0804977310124629
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,KNeighborsClassifier,centroid,-0.0263277394977785
Original,original,,Agglo,1,90,Elevators,KNeighborsClassifier,centroid,0.0409454401289687
Decoded,decoded,GNN,Agglo,3,90,Elevators,KNeighborsClassifier,centroid,0.0467754283870721
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Elevators,KNeighborsClassifier,centroid,0.0441686464050682
Encoded,encoded,GNN,Agglo,4,90,Elevators,KNeighborsClassifier,centroid,0.0579433779646772
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,KNeighborsClassifier,centroid,-0.0432331378373266
Original,original,,Agglo,1,90,Elevators,KNeighborsClassifier,centroid,0.0409454401289687
Decoded,decoded,MLP,Agglo,2,90,Elevators,KNeighborsClassifier,closest,0.0476487382770663
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Elevators,KNeighborsClassifier,closest,0.0424832139422129
Encoded,encoded,MLP,Agglo,4,90,Elevators,KNeighborsClassifier,closest,0.0917010782115504
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,KNeighborsClassifier,closest,0.0185574559021488
Original,original,,Agglo,3,90,Elevators,KNeighborsClassifier,closest,0.0543146160824541
Decoded,decoded,GNN,Agglo,3,90,Elevators,KNeighborsClassifier,closest,0.0597036511129518
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Elevators,KNeighborsClassifier,closest,0.0430187293872064
Encoded,encoded,GNN,Agglo,4,90,Elevators,KNeighborsClassifier,closest,0.1026611931830249
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,KNeighborsClassifier,closest,-0.0224390579378155
Original,original,,Agglo,2,90,Elevators,KNeighborsClassifier,closest,0.0543146160824541
Decoded,decoded,MLP,KIP,2,90,Elevators,KNeighborsClassifier,centroid,0.1581062070234949
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Elevators,KNeighborsClassifier,centroid,0.15175395214443843
Encoded,encoded,MLP,KIP,3,90,Elevators,KNeighborsClassifier,centroid,0.2386207266221465
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Elevators,KNeighborsClassifier,centroid,0.12543480921187702
Original,original,,KIP,4,90,Elevators,KNeighborsClassifier,centroid,0.29295728922991965
Decoded,decoded,GNN,KIP,2,90,Elevators,KNeighborsClassifier,centroid,0.1571683723263417
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Elevators,KNeighborsClassifier,centroid,0.16084891587199007
Encoded,encoded,GNN,KIP,1,90,Elevators,KNeighborsClassifier,centroid,0.1564118745872384
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Elevators,KNeighborsClassifier,centroid,0.03180324586075378
Original,original,,KIP,4,90,Elevators,KNeighborsClassifier,centroid,0.29295728922991965
Decoded,decoded,MLP,KMeans,3,90,Elevators,KNeighborsClassifier,centroid,0.055719901655293905
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Elevators,KNeighborsClassifier,centroid,0.0512928728406186
Encoded,encoded,MLP,KMeans,4,90,Elevators,KNeighborsClassifier,centroid,0.07135078334936334
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,KNeighborsClassifier,centroid,-0.01692835622548078
Original,original,,KMeans,1,90,Elevators,KNeighborsClassifier,centroid,0.024198926541844478
Decoded,decoded,GNN,KMeans,2,90,Elevators,KNeighborsClassifier,centroid,0.04613007917942238
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Elevators,KNeighborsClassifier,centroid,0.06312569088571922
Encoded,encoded,GNN,KMeans,3,90,Elevators,KNeighborsClassifier,centroid,0.05807434916416102
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,KNeighborsClassifier,centroid,-0.04321857424448828
Original,original,,KMeans,1,90,Elevators,KNeighborsClassifier,centroid,0.024198926541844478
Decoded,decoded,MLP,KMeans,2,90,Elevators,KNeighborsClassifier,closest,0.049101456662692
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Elevators,KNeighborsClassifier,closest,0.04382033380968409
Encoded,encoded,MLP,KMeans,4,90,Elevators,KNeighborsClassifier,closest,0.10533017384277583
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,KNeighborsClassifier,closest,0.01046646985589114
Original,original,,KMeans,3,90,Elevators,KNeighborsClassifier,closest,0.0541844539714614
Decoded,decoded,GNN,KMeans,3,90,Elevators,KNeighborsClassifier,closest,0.058033995875671415
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Elevators,KNeighborsClassifier,closest,0.048103951689326185
Encoded,encoded,GNN,KMeans,4,90,Elevators,KNeighborsClassifier,closest,0.07917143270355906
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,KNeighborsClassifier,closest,-0.030538134868983203
Original,original,,KMeans,2,90,Elevators,KNeighborsClassifier,closest,0.0541844539714614
Decoded,decoded,MLP,Agglo,2,90,Elevators,LogisticRegression,centroid,0.199630798006728
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Elevators,LogisticRegression,centroid,0.1838982740330257
Encoded,encoded,MLP,Agglo,4,90,Elevators,LogisticRegression,centroid,0.213510332770341
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,LogisticRegression,centroid,0.1018114627099008
Original,original,,Agglo,3,90,Elevators,LogisticRegression,centroid,0.2049816969333203
Decoded,decoded,GNN,Agglo,1,90,Elevators,LogisticRegression,centroid,0.201033625996287
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Elevators,LogisticRegression,centroid,0.2759030268980054
Encoded,encoded,GNN,Agglo,3,90,Elevators,LogisticRegression,centroid,0.2110824283580632
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,LogisticRegression,centroid,0.1152451982803143
Original,original,,Agglo,2,90,Elevators,LogisticRegression,centroid,0.2049816969333203
Decoded,decoded,MLP,Agglo,1,90,Elevators,LogisticRegression,closest,0.1596336246004383
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Elevators,LogisticRegression,closest,0.1662643423458633
Encoded,encoded,MLP,Agglo,4,90,Elevators,LogisticRegression,closest,0.2114178682597953
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,LogisticRegression,closest,0.104527260926006
Original,original,,Agglo,3,90,Elevators,LogisticRegression,closest,0.1948556866877905
Decoded,decoded,GNN,Agglo,4,90,Elevators,LogisticRegression,closest,0.2211813940341425
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Elevators,LogisticRegression,closest,0.1737705189765637
Encoded,encoded,GNN,Agglo,3,90,Elevators,LogisticRegression,closest,0.2180952596976592
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,LogisticRegression,closest,0.1118907992629919
Original,original,,Agglo,2,90,Elevators,LogisticRegression,closest,0.1948556866877905
Decoded,decoded,MLP,KIP,4,90,Elevators,LogisticRegression,centroid,0.2679062966736924
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Elevators,LogisticRegression,centroid,0.246822175849025
Encoded,encoded,MLP,KIP,1,90,Elevators,LogisticRegression,centroid,0.22003182535140486
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Elevators,LogisticRegression,centroid,0.10599944515012352
Original,original,,KIP,2,90,Elevators,LogisticRegression,centroid,0.24326921734760817
Decoded,decoded,GNN,KIP,3,90,Elevators,LogisticRegression,centroid,0.25540891389009085
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,Elevators,LogisticRegression,centroid,0.2565322231682975
Encoded,encoded,GNN,KIP,2,90,Elevators,LogisticRegression,centroid,0.24407034728716792
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Elevators,LogisticRegression,centroid,0.11851671877835317
Original,original,,KIP,1,90,Elevators,LogisticRegression,centroid,0.24326921734760817
Decoded,decoded,MLP,KMeans,3,90,Elevators,LogisticRegression,centroid,0.21427604304797532
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Elevators,LogisticRegression,centroid,0.17178195795703582
Encoded,encoded,MLP,KMeans,4,90,Elevators,LogisticRegression,centroid,0.2187338604988763
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,LogisticRegression,centroid,0.09759460364874858
Original,original,,KMeans,2,90,Elevators,LogisticRegression,centroid,0.19405298641839172
Decoded,decoded,GNN,KMeans,3,90,Elevators,LogisticRegression,centroid,0.22043723217152192
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Elevators,LogisticRegression,centroid,0.2231146445471169
Encoded,encoded,GNN,KMeans,2,90,Elevators,LogisticRegression,centroid,0.2160856737063971
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,LogisticRegression,centroid,0.1159476591616532
Original,original,,KMeans,1,90,Elevators,LogisticRegression,centroid,0.19405298641839172
Decoded,decoded,MLP,KMeans,3,90,Elevators,LogisticRegression,closest,0.19112528091456008
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Elevators,LogisticRegression,closest,0.18718916193241295
Encoded,encoded,MLP,KMeans,4,90,Elevators,LogisticRegression,closest,0.20823332658673105
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,LogisticRegression,closest,0.09979289094233743
Original,original,,KMeans,1,90,Elevators,LogisticRegression,closest,0.1858323969514663
Decoded,decoded,GNN,KMeans,3,90,Elevators,LogisticRegression,closest,0.2110891458801524
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Elevators,LogisticRegression,closest,0.18297038357923534
Encoded,encoded,GNN,KMeans,4,90,Elevators,LogisticRegression,closest,0.22800561131195823
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,LogisticRegression,closest,0.11099265783559689
Original,original,,KMeans,2,90,Elevators,LogisticRegression,closest,0.1858323969514663
Decoded,decoded,MLP,Agglo,2,90,Elevators,MLPClassifier,centroid,0.1867265469498555
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Elevators,MLPClassifier,centroid,0.1766160610015801
Encoded,encoded,MLP,Agglo,4,90,Elevators,MLPClassifier,centroid,0.2008576870453027
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,MLPClassifier,centroid,0.1049644949416942
Original,original,,Agglo,3,90,Elevators,MLPClassifier,centroid,0.1986795592463452
Decoded,decoded,GNN,Agglo,3,90,Elevators,MLPClassifier,centroid,0.2051006169903595
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Elevators,MLPClassifier,centroid,0.2472608227092356
Encoded,encoded,GNN,Agglo,1,90,Elevators,MLPClassifier,centroid,0.1882632253005864
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,MLPClassifier,centroid,0.114930151580718
Original,original,,Agglo,2,90,Elevators,MLPClassifier,centroid,0.1986795592463452
Decoded,decoded,MLP,Agglo,1,90,Elevators,MLPClassifier,closest,0.165096661531279
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Elevators,MLPClassifier,closest,0.1840356096329431
Encoded,encoded,MLP,Agglo,3,90,Elevators,MLPClassifier,closest,0.2007299222165973
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,MLPClassifier,closest,0.1071434978422184
Original,original,,Agglo,4,90,Elevators,MLPClassifier,closest,0.2018202987684258
Decoded,decoded,GNN,Agglo,4,90,Elevators,MLPClassifier,closest,0.2205369710722052
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Elevators,MLPClassifier,closest,0.1702238816092594
Encoded,encoded,GNN,Agglo,2,90,Elevators,MLPClassifier,closest,0.1954254940714058
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,MLPClassifier,closest,0.0953830078903533
Original,original,,Agglo,3,90,Elevators,MLPClassifier,closest,0.2018202987684258
Decoded,decoded,MLP,KIP,4,90,Elevators,MLPClassifier,centroid,0.27310423466023526
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Elevators,MLPClassifier,centroid,0.2497885535840004
Encoded,encoded,MLP,KIP,2,90,Elevators,MLPClassifier,centroid,0.2369571143350825
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Elevators,MLPClassifier,centroid,0.1109658539744269
Original,original,,KIP,1,90,Elevators,MLPClassifier,centroid,0.17133429798696015
Decoded,decoded,GNN,KIP,4,90,Elevators,MLPClassifier,centroid,0.25993036816835563
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Elevators,MLPClassifier,centroid,0.2546550809053276
Encoded,encoded,GNN,KIP,2,90,Elevators,MLPClassifier,centroid,0.2284514771495667
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Elevators,MLPClassifier,centroid,0.1115083294354851
Original,original,,KIP,1,90,Elevators,MLPClassifier,centroid,0.17133429798696015
Decoded,decoded,MLP,KMeans,4,90,Elevators,MLPClassifier,centroid,0.2052892013779349
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Elevators,MLPClassifier,centroid,0.16676127973102883
Encoded,encoded,MLP,KMeans,3,90,Elevators,MLPClassifier,centroid,0.20467444252748587
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,MLPClassifier,centroid,0.10042998115468779
Original,original,,KMeans,2,90,Elevators,MLPClassifier,centroid,0.19852247851516266
Decoded,decoded,GNN,KMeans,4,90,Elevators,MLPClassifier,centroid,0.21820675062099398
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Elevators,MLPClassifier,centroid,0.2163589736633808
Encoded,encoded,GNN,KMeans,1,90,Elevators,MLPClassifier,centroid,0.1808551404997443
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,MLPClassifier,centroid,0.10552771030987787
Original,original,,KMeans,2,90,Elevators,MLPClassifier,centroid,0.19852247851516266
Decoded,decoded,MLP,KMeans,2,90,Elevators,MLPClassifier,closest,0.18864783243905245
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Elevators,MLPClassifier,closest,0.18607100836640858
Encoded,encoded,MLP,KMeans,4,90,Elevators,MLPClassifier,closest,0.19574123071659008
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,MLPClassifier,closest,0.09972534937336165
Original,original,,KMeans,3,90,Elevators,MLPClassifier,closest,0.19309658627254422
Decoded,decoded,GNN,KMeans,4,90,Elevators,MLPClassifier,closest,0.21828708494479637
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Elevators,MLPClassifier,closest,0.17545655142599992
Encoded,encoded,GNN,KMeans,3,90,Elevators,MLPClassifier,closest,0.19848414906655107
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,MLPClassifier,closest,0.0967283890386528
Original,original,,KMeans,2,90,Elevators,MLPClassifier,closest,0.19309658627254422
Decoded,decoded,MLP,Agglo,1,90,Elevators,XGBClassifier,centroid,0.1989837260080782
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Elevators,XGBClassifier,centroid,0.2234636377854929
Encoded,encoded,MLP,Agglo,2,90,Elevators,XGBClassifier,centroid,0.2123951671978814
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,XGBClassifier,centroid,0.1461584206884791
Original,original,,Agglo,4,90,Elevators,XGBClassifier,centroid,0.3139894299021899
Decoded,decoded,GNN,Agglo,1,90,Elevators,XGBClassifier,centroid,0.1954372381665183
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Elevators,XGBClassifier,centroid,0.2497006670595917
Encoded,encoded,GNN,Agglo,2,90,Elevators,XGBClassifier,centroid,0.2125387586453097
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,XGBClassifier,centroid,0.1061012668742042
Original,original,,Agglo,4,90,Elevators,XGBClassifier,centroid,0.3139894299021899
Decoded,decoded,MLP,Agglo,3,90,Elevators,XGBClassifier,closest,0.2118791216268161
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Elevators,XGBClassifier,closest,0.2044216445771474
Encoded,encoded,MLP,Agglo,4,90,Elevators,XGBClassifier,closest,0.2151777485391226
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Elevators,XGBClassifier,closest,0.14577138651018
Original,original,,Agglo,1,90,Elevators,XGBClassifier,closest,0.1949865819315126
Decoded,decoded,GNN,Agglo,4,90,Elevators,XGBClassifier,closest,0.2438810161502823
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Elevators,XGBClassifier,closest,0.2148879147252367
Encoded,encoded,GNN,Agglo,3,90,Elevators,XGBClassifier,closest,0.2270847931797154
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Elevators,XGBClassifier,closest,0.1016035409209117
Original,original,,Agglo,1,90,Elevators,XGBClassifier,closest,0.1949865819315126
Decoded,decoded,MLP,KIP,3,90,Elevators,XGBClassifier,centroid,0.27929473182861275
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Elevators,XGBClassifier,centroid,0.26308073904087986
Encoded,encoded,MLP,KIP,2,90,Elevators,XGBClassifier,centroid,0.27315546844831984
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Elevators,XGBClassifier,centroid,0.15858760801390498
Original,original,,KIP,4,90,Elevators,XGBClassifier,centroid,0.32745176873735843
Decoded,decoded,GNN,KIP,1,90,Elevators,XGBClassifier,centroid,0.25137012750036886
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Elevators,XGBClassifier,centroid,0.2675574343698721
Encoded,encoded,GNN,KIP,3,90,Elevators,XGBClassifier,centroid,0.2715208234107961
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Elevators,XGBClassifier,centroid,0.11995002133989816
Original,original,,KIP,4,90,Elevators,XGBClassifier,centroid,0.32745176873735843
Decoded,decoded,MLP,KMeans,3,90,Elevators,XGBClassifier,centroid,0.22942140157623642
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Elevators,XGBClassifier,centroid,0.18687848098805052
Encoded,encoded,MLP,KMeans,2,90,Elevators,XGBClassifier,centroid,0.21792383556172532
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,XGBClassifier,centroid,0.13507607695794666
Original,original,,KMeans,4,90,Elevators,XGBClassifier,centroid,0.4036151466444225
Decoded,decoded,GNN,KMeans,1,90,Elevators,XGBClassifier,centroid,0.22265713985276797
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Elevators,XGBClassifier,centroid,0.2563992743550977
Encoded,encoded,GNN,KMeans,2,90,Elevators,XGBClassifier,centroid,0.22357294401347377
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,XGBClassifier,centroid,0.11635475658819647
Original,original,,KMeans,4,90,Elevators,XGBClassifier,centroid,0.4036151466444225
Decoded,decoded,MLP,KMeans,2,90,Elevators,XGBClassifier,closest,0.20407172326526068
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Elevators,XGBClassifier,closest,0.21492714832687249
Encoded,encoded,MLP,KMeans,4,90,Elevators,XGBClassifier,closest,0.21619358071120623
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Elevators,XGBClassifier,closest,0.1371836459503235
Original,original,,KMeans,1,90,Elevators,XGBClassifier,closest,0.19806588947611656
Decoded,decoded,GNN,KMeans,4,90,Elevators,XGBClassifier,closest,0.24251685321772967
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Elevators,XGBClassifier,closest,0.20278814827120312
Encoded,encoded,GNN,KMeans,3,90,Elevators,XGBClassifier,closest,0.23615853556163696
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Elevators,XGBClassifier,closest,0.10168969578936848
Original,original,,KMeans,1,90,Elevators,XGBClassifier,closest,0.19806588947611656
Decoded,decoded,MLP,Agglo,3,90,Higgs,GaussianNB,centroid,0.1313584202841614
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Higgs,GaussianNB,centroid,0.1486750788336118
Encoded,encoded,MLP,Agglo,1,90,Higgs,GaussianNB,centroid,0.0724168665373381
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,GaussianNB,centroid,0.0230381094431304
Original,original,,Agglo,2,90,Higgs,GaussianNB,centroid,0.1272093820917911
Decoded,decoded,GNN,Agglo,3,90,Higgs,GaussianNB,centroid,0.1470654148517932
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,GaussianNB,centroid,0.1471557295597272
Encoded,encoded,GNN,Agglo,1,90,Higgs,GaussianNB,centroid,0.0197113971974526
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,GaussianNB,centroid,-0.0153838357797573
Original,original,,Agglo,2,90,Higgs,GaussianNB,centroid,0.1272093820917911
Decoded,decoded,MLP,Agglo,4,90,Higgs,GaussianNB,closest,0.131155314357269
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Higgs,GaussianNB,closest,0.1253859554876434
Encoded,encoded,MLP,Agglo,1,90,Higgs,GaussianNB,closest,0.1006656599495012
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,GaussianNB,closest,0.0221538552073219
Original,original,,Agglo,2,90,Higgs,GaussianNB,closest,0.1171204779028075
Decoded,decoded,GNN,Agglo,4,90,Higgs,GaussianNB,closest,0.137186155211091
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Higgs,GaussianNB,closest,0.123540461036308
Encoded,encoded,GNN,Agglo,1,90,Higgs,GaussianNB,closest,0.0418144209106119
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,GaussianNB,closest,-0.0127580448855611
Original,original,,Agglo,2,90,Higgs,GaussianNB,closest,0.1171204779028075
Decoded,decoded,MLP,KIP,4,90,Higgs,GaussianNB,centroid,0.15262471422216478
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Higgs,GaussianNB,centroid,0.14357730553912076
Encoded,encoded,MLP,KIP,2,90,Higgs,GaussianNB,centroid,0.1386868065426577
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Higgs,GaussianNB,centroid,0.07512784812366867
Original,original,,KIP,1,90,Higgs,GaussianNB,centroid,0.13795455010559715
Decoded,decoded,GNN,KIP,4,90,Higgs,GaussianNB,centroid,0.15410934593132863
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Higgs,GaussianNB,centroid,0.1450265280986094
Encoded,encoded,GNN,KIP,1,90,Higgs,GaussianNB,centroid,0.11178196388562225
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Higgs,GaussianNB,centroid,0.01808743626848162
Original,original,,KIP,2,90,Higgs,GaussianNB,centroid,0.13795455010559715
Decoded,decoded,MLP,KMeans,3,90,Higgs,GaussianNB,centroid,0.13884600939920533
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Higgs,GaussianNB,centroid,0.13477048040037237
Encoded,encoded,MLP,KMeans,1,90,Higgs,GaussianNB,centroid,0.06299272638098272
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,GaussianNB,centroid,0.0035235939079790598
Original,original,,KMeans,4,90,Higgs,GaussianNB,centroid,0.14093689705383863
Decoded,decoded,GNN,KMeans,2,90,Higgs,GaussianNB,centroid,0.13153517053714806
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Higgs,GaussianNB,centroid,0.13522299072329946
Encoded,encoded,GNN,KMeans,1,90,Higgs,GaussianNB,centroid,0.025192748656305504
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,GaussianNB,centroid,-0.032670492116450144
Original,original,,KMeans,4,90,Higgs,GaussianNB,centroid,0.14093689705383863
Decoded,decoded,MLP,KMeans,3,90,Higgs,GaussianNB,closest,0.13021159010250138
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Higgs,GaussianNB,closest,0.13159788471825787
Encoded,encoded,MLP,KMeans,1,90,Higgs,GaussianNB,closest,0.08621149038852523
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,GaussianNB,closest,0.0012741069618494
Original,original,,KMeans,2,90,Higgs,GaussianNB,closest,0.10277328396003553
Decoded,decoded,GNN,KMeans,4,90,Higgs,GaussianNB,closest,0.12859906547382513
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Higgs,GaussianNB,closest,0.1187641741515282
Encoded,encoded,GNN,KMeans,1,90,Higgs,GaussianNB,closest,0.04010521899241914
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,GaussianNB,closest,-0.03107310062400766
Original,original,,KMeans,2,90,Higgs,GaussianNB,closest,0.10277328396003553
Decoded,decoded,MLP,Agglo,4,90,Higgs,KNeighborsClassifier,centroid,0.1205937457628648
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Higgs,KNeighborsClassifier,centroid,0.0906437986646618
Encoded,encoded,MLP,Agglo,3,90,Higgs,KNeighborsClassifier,centroid,0.1031138768833267
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,KNeighborsClassifier,centroid,0.0329847816380125
Original,original,,Agglo,1,90,Higgs,KNeighborsClassifier,centroid,0.0520384295181303
Decoded,decoded,GNN,Agglo,3,90,Higgs,KNeighborsClassifier,centroid,0.1110884576823831
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,KNeighborsClassifier,centroid,0.1198436756354007
Encoded,encoded,GNN,Agglo,2,90,Higgs,KNeighborsClassifier,centroid,0.0782242224897742
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,KNeighborsClassifier,centroid,0.0265389750277964
Original,original,,Agglo,1,90,Higgs,KNeighborsClassifier,centroid,0.0520384295181303
Decoded,decoded,MLP,Agglo,3,90,Higgs,KNeighborsClassifier,closest,0.1146645883505013
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Higgs,KNeighborsClassifier,closest,0.1021253416627876
Encoded,encoded,MLP,Agglo,4,90,Higgs,KNeighborsClassifier,closest,0.1328972155643794
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,KNeighborsClassifier,closest,0.051420866846438
Original,original,,Agglo,2,90,Higgs,KNeighborsClassifier,closest,0.113219208983951
Decoded,decoded,GNN,Agglo,2,90,Higgs,KNeighborsClassifier,closest,0.1106603682885705
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,KNeighborsClassifier,closest,0.1350794354560169
Encoded,encoded,GNN,Agglo,1,90,Higgs,KNeighborsClassifier,closest,0.1095074899937539
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,KNeighborsClassifier,closest,0.063799636645044
Original,original,,Agglo,3,90,Higgs,KNeighborsClassifier,closest,0.113219208983951
Decoded,decoded,MLP,KIP,3,90,Higgs,KNeighborsClassifier,centroid,0.1669809724186651
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,Higgs,KNeighborsClassifier,centroid,0.17300372171670328
Encoded,encoded,MLP,KIP,2,90,Higgs,KNeighborsClassifier,centroid,0.1649754915575049
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Higgs,KNeighborsClassifier,centroid,0.1543734090308225
Original,original,,KIP,1,90,Higgs,KNeighborsClassifier,centroid,0.1553484367669255
Decoded,decoded,GNN,KIP,4,90,Higgs,KNeighborsClassifier,centroid,0.17762041800046272
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Higgs,KNeighborsClassifier,centroid,0.16715805578125909
Encoded,encoded,GNN,KIP,1,90,Higgs,KNeighborsClassifier,centroid,0.15462927195716034
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Higgs,KNeighborsClassifier,centroid,0.12896986613726497
Original,original,,KIP,2,90,Higgs,KNeighborsClassifier,centroid,0.1553484367669255
Decoded,decoded,MLP,KMeans,4,90,Higgs,KNeighborsClassifier,centroid,0.12184028843432806
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Higgs,KNeighborsClassifier,centroid,0.11149708929114724
Encoded,encoded,MLP,KMeans,2,90,Higgs,KNeighborsClassifier,centroid,0.1010942663235547
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,KNeighborsClassifier,centroid,0.04021512783284508
Original,original,,KMeans,1,90,Higgs,KNeighborsClassifier,centroid,0.048209456380838
Decoded,decoded,GNN,KMeans,4,90,Higgs,KNeighborsClassifier,centroid,0.13825759672915888
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Higgs,KNeighborsClassifier,centroid,0.1227668680375252
Encoded,encoded,GNN,KMeans,2,90,Higgs,KNeighborsClassifier,centroid,0.07828970600108347
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,KNeighborsClassifier,centroid,0.021873437951699763
Original,original,,KMeans,1,90,Higgs,KNeighborsClassifier,centroid,0.048209456380838
Decoded,decoded,MLP,KMeans,2,90,Higgs,KNeighborsClassifier,closest,0.10927081905223424
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Higgs,KNeighborsClassifier,closest,0.1060813612692999
Encoded,encoded,MLP,KMeans,4,90,Higgs,KNeighborsClassifier,closest,0.1221190041395666
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,KNeighborsClassifier,closest,0.0614971361082333
Original,original,,KMeans,3,90,Higgs,KNeighborsClassifier,closest,0.11736185659769463
Decoded,decoded,GNN,KMeans,2,90,Higgs,KNeighborsClassifier,closest,0.109643930084753
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Higgs,KNeighborsClassifier,closest,0.12779372428137345
Encoded,encoded,GNN,KMeans,1,90,Higgs,KNeighborsClassifier,closest,0.09188388359870905
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,KNeighborsClassifier,closest,0.05232618243120264
Original,original,,KMeans,3,90,Higgs,KNeighborsClassifier,closest,0.11736185659769463
Decoded,decoded,MLP,Agglo,3,90,Higgs,LogisticRegression,centroid,0.1479218429975721
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Higgs,LogisticRegression,centroid,0.1495031398638949
Encoded,encoded,MLP,Agglo,2,90,Higgs,LogisticRegression,centroid,0.1307097102160357
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,LogisticRegression,centroid,0.0571280506132616
Original,original,,Agglo,1,90,Higgs,LogisticRegression,centroid,0.0571513391402923
Decoded,decoded,GNN,Agglo,3,90,Higgs,LogisticRegression,centroid,0.1391841758457866
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,LogisticRegression,centroid,0.153477715143794
Encoded,encoded,GNN,Agglo,2,90,Higgs,LogisticRegression,centroid,0.0895762611340182
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,LogisticRegression,centroid,0.0384949648263849
Original,original,,Agglo,1,90,Higgs,LogisticRegression,centroid,0.0571513391402923
Decoded,decoded,MLP,Agglo,3,90,Higgs,LogisticRegression,closest,0.137803771929809
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Higgs,LogisticRegression,closest,0.1294716544810625
Encoded,encoded,MLP,Agglo,4,90,Higgs,LogisticRegression,closest,0.1423406239949103
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,LogisticRegression,closest,0.0460973456901316
Original,original,,Agglo,1,90,Higgs,LogisticRegression,closest,0.1251696872062652
Decoded,decoded,GNN,Agglo,3,90,Higgs,LogisticRegression,closest,0.1405439670629656
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,LogisticRegression,closest,0.1650343232309936
Encoded,encoded,GNN,Agglo,1,90,Higgs,LogisticRegression,closest,0.1026614728546635
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,LogisticRegression,closest,0.0556364675044773
Original,original,,Agglo,2,90,Higgs,LogisticRegression,closest,0.1251696872062652
Decoded,decoded,MLP,KIP,4,90,Higgs,LogisticRegression,centroid,0.20119358405785048
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Higgs,LogisticRegression,centroid,0.18608486986153494
Encoded,encoded,MLP,KIP,3,90,Higgs,LogisticRegression,centroid,0.18880465812883385
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Higgs,LogisticRegression,centroid,0.11554401558073024
Original,original,,KIP,1,90,Higgs,LogisticRegression,centroid,0.14450911519417015
Decoded,decoded,GNN,KIP,4,90,Higgs,LogisticRegression,centroid,0.1864337684582894
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Higgs,LogisticRegression,centroid,0.1669935705434477
Encoded,encoded,GNN,KIP,2,90,Higgs,LogisticRegression,centroid,0.1583686586767023
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Higgs,LogisticRegression,centroid,0.06908688567173951
Original,original,,KIP,1,90,Higgs,LogisticRegression,centroid,0.14450911519417015
Decoded,decoded,MLP,KMeans,3,90,Higgs,LogisticRegression,centroid,0.13134593983644272
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Higgs,LogisticRegression,centroid,0.15338763676790285
Encoded,encoded,MLP,KMeans,2,90,Higgs,LogisticRegression,centroid,0.126807094132285
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,LogisticRegression,centroid,0.06355139686761076
Original,original,,KMeans,1,90,Higgs,LogisticRegression,centroid,0.06523305787592981
Decoded,decoded,GNN,KMeans,3,90,Higgs,LogisticRegression,centroid,0.1429457140318256
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Higgs,LogisticRegression,centroid,0.15850639619982984
Encoded,encoded,GNN,KMeans,2,90,Higgs,LogisticRegression,centroid,0.08263332196547392
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,LogisticRegression,centroid,0.034126348845315395
Original,original,,KMeans,1,90,Higgs,LogisticRegression,centroid,0.06523305787592981
Decoded,decoded,MLP,KMeans,2,90,Higgs,LogisticRegression,closest,0.1311957053133303
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Higgs,LogisticRegression,closest,0.13390777778581503
Encoded,encoded,MLP,KMeans,1,90,Higgs,LogisticRegression,closest,0.12495293923852739
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,LogisticRegression,closest,0.05736854582144126
Original,original,,KMeans,4,90,Higgs,LogisticRegression,closest,0.13724849934553945
Decoded,decoded,GNN,KMeans,2,90,Higgs,LogisticRegression,closest,0.12549989029104247
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Higgs,LogisticRegression,closest,0.1488925217422805
Encoded,encoded,GNN,KMeans,1,90,Higgs,LogisticRegression,closest,0.10037074041225749
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,LogisticRegression,closest,0.04786659743622718
Original,original,,KMeans,3,90,Higgs,LogisticRegression,closest,0.13724849934553945
Decoded,decoded,MLP,Agglo,3,90,Higgs,MLPClassifier,centroid,0.2297243903249208
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Higgs,MLPClassifier,centroid,0.2558460552727434
Encoded,encoded,MLP,Agglo,1,90,Higgs,MLPClassifier,centroid,0.2155293659491813
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,MLPClassifier,centroid,0.1583524577208458
Original,original,,Agglo,2,90,Higgs,MLPClassifier,centroid,0.2232129294330829
Decoded,decoded,GNN,Agglo,3,90,Higgs,MLPClassifier,centroid,0.2274129854491263
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,MLPClassifier,centroid,0.242933736754529
Encoded,encoded,GNN,Agglo,1,90,Higgs,MLPClassifier,centroid,0.1959138429242774
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,MLPClassifier,centroid,0.1514991487824593
Original,original,,Agglo,2,90,Higgs,MLPClassifier,centroid,0.2232129294330829
Decoded,decoded,MLP,Agglo,4,90,Higgs,MLPClassifier,closest,0.2313358293203364
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Higgs,MLPClassifier,closest,0.2234908194857194
Encoded,encoded,MLP,Agglo,1,90,Higgs,MLPClassifier,closest,0.2181540163768967
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,MLPClassifier,closest,0.157942818893958
Original,original,,Agglo,3,90,Higgs,MLPClassifier,closest,0.2250066213341028
Decoded,decoded,GNN,Agglo,2,90,Higgs,MLPClassifier,closest,0.223860904999617
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,MLPClassifier,closest,0.2537814870575147
Encoded,encoded,GNN,Agglo,1,90,Higgs,MLPClassifier,closest,0.1961790352422888
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,MLPClassifier,closest,0.1681595673988714
Original,original,,Agglo,3,90,Higgs,MLPClassifier,closest,0.2250066213341028
Decoded,decoded,MLP,KIP,4,90,Higgs,MLPClassifier,centroid,0.287017867407387
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Higgs,MLPClassifier,centroid,0.2842437852411024
Encoded,encoded,MLP,KIP,2,90,Higgs,MLPClassifier,centroid,0.2726392708131645
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,Higgs,MLPClassifier,centroid,0.23275047689510311
Original,original,,KIP,0,90,Higgs,MLPClassifier,centroid,0.23083164321357708
Decoded,decoded,GNN,KIP,4,90,Higgs,MLPClassifier,centroid,0.27930459591767054
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Higgs,MLPClassifier,centroid,0.2606128369977466
Encoded,encoded,GNN,KIP,2,90,Higgs,MLPClassifier,centroid,0.2496821837850816
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Higgs,MLPClassifier,centroid,0.18559811988006883
Original,original,,KIP,1,90,Higgs,MLPClassifier,centroid,0.23083164321357708
Decoded,decoded,MLP,KMeans,3,90,Higgs,MLPClassifier,centroid,0.23888870260909506
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Higgs,MLPClassifier,centroid,0.2536172143527266
Encoded,encoded,MLP,KMeans,1,90,Higgs,MLPClassifier,centroid,0.21048307240748892
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,MLPClassifier,centroid,0.16229189990388837
Original,original,,KMeans,2,90,Higgs,MLPClassifier,centroid,0.22747742319317626
Decoded,decoded,GNN,KMeans,4,90,Higgs,MLPClassifier,centroid,0.24951578349272605
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Higgs,MLPClassifier,centroid,0.24580098952637658
Encoded,encoded,GNN,KMeans,1,90,Higgs,MLPClassifier,centroid,0.19023302767861056
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,MLPClassifier,centroid,0.13755815210467698
Original,original,,KMeans,2,90,Higgs,MLPClassifier,centroid,0.22747742319317626
Decoded,decoded,MLP,KMeans,2,90,Higgs,MLPClassifier,closest,0.22787567316896715
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Higgs,MLPClassifier,closest,0.23035627340313738
Encoded,encoded,MLP,KMeans,1,90,Higgs,MLPClassifier,closest,0.2204198762776542
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,MLPClassifier,closest,0.16673063682815498
Original,original,,KMeans,4,90,Higgs,MLPClassifier,closest,0.2357984703166857
Decoded,decoded,GNN,KMeans,2,90,Higgs,MLPClassifier,closest,0.22202346718657676
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Higgs,MLPClassifier,closest,0.23889220687097107
Encoded,encoded,GNN,KMeans,1,90,Higgs,MLPClassifier,closest,0.19727779863937642
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,MLPClassifier,closest,0.15754541369558364
Original,original,,KMeans,3,90,Higgs,MLPClassifier,closest,0.2357984703166857
Decoded,decoded,MLP,Agglo,2,90,Higgs,XGBClassifier,centroid,0.2458838368752787
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Higgs,XGBClassifier,centroid,0.2506779653362122
Encoded,encoded,MLP,Agglo,4,90,Higgs,XGBClassifier,centroid,0.2600578544106135
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,XGBClassifier,centroid,0.1808992684133024
Original,original,,Agglo,1,90,Higgs,XGBClassifier,centroid,0.2298625562567527
Decoded,decoded,GNN,Agglo,3,90,Higgs,XGBClassifier,centroid,0.2581645297158211
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,XGBClassifier,centroid,0.2590618971574313
Encoded,encoded,GNN,Agglo,1,90,Higgs,XGBClassifier,centroid,0.2259493464947908
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,XGBClassifier,centroid,0.1920471792023022
Original,original,,Agglo,2,90,Higgs,XGBClassifier,centroid,0.2298625562567527
Decoded,decoded,MLP,Agglo,1,90,Higgs,XGBClassifier,closest,0.2254857023731147
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Higgs,XGBClassifier,closest,0.2281264312458981
Encoded,encoded,MLP,Agglo,4,90,Higgs,XGBClassifier,closest,0.267553400162958
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Higgs,XGBClassifier,closest,0.2029994500320558
Original,original,,Agglo,3,90,Higgs,XGBClassifier,closest,0.2376863840131153
Decoded,decoded,GNN,Agglo,1,90,Higgs,XGBClassifier,closest,0.2216099321049278
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Higgs,XGBClassifier,closest,0.2622237509373986
Encoded,encoded,GNN,Agglo,2,90,Higgs,XGBClassifier,closest,0.2289793024008696
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Higgs,XGBClassifier,closest,0.2161310637866329
Original,original,,Agglo,3,90,Higgs,XGBClassifier,closest,0.2376863840131153
Decoded,decoded,MLP,KIP,3,90,Higgs,XGBClassifier,centroid,0.29189854518184755
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Higgs,XGBClassifier,centroid,0.28172086899451526
Encoded,encoded,MLP,KIP,4,90,Higgs,XGBClassifier,centroid,0.3035850611954812
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Higgs,XGBClassifier,centroid,0.2740620470180507
Original,original,,KIP,2,90,Higgs,XGBClassifier,centroid,0.2913214073020715
Decoded,decoded,GNN,KIP,3,90,Higgs,XGBClassifier,centroid,0.2910922283309242
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,Higgs,XGBClassifier,centroid,0.2753075170702535
Encoded,encoded,GNN,KIP,2,90,Higgs,XGBClassifier,centroid,0.28759435830196006
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Higgs,XGBClassifier,centroid,0.23288964325576908
Original,original,,KIP,4,90,Higgs,XGBClassifier,centroid,0.2913214073020715
Decoded,decoded,MLP,KMeans,3,90,Higgs,XGBClassifier,centroid,0.2538434681196166
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Higgs,XGBClassifier,centroid,0.2369002213626107
Encoded,encoded,MLP,KMeans,2,90,Higgs,XGBClassifier,centroid,0.24608250484019006
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,XGBClassifier,centroid,0.18413260878803198
Original,original,,KMeans,4,90,Higgs,XGBClassifier,centroid,0.3082687752261099
Decoded,decoded,GNN,KMeans,3,90,Higgs,XGBClassifier,centroid,0.25969695719303254
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Higgs,XGBClassifier,centroid,0.24602967897186573
Encoded,encoded,GNN,KMeans,1,90,Higgs,XGBClassifier,centroid,0.2246426953315132
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,XGBClassifier,centroid,0.18123470985444418
Original,original,,KMeans,4,90,Higgs,XGBClassifier,centroid,0.3082687752261099
Decoded,decoded,MLP,KMeans,2,90,Higgs,XGBClassifier,closest,0.23413577536344782
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Higgs,XGBClassifier,closest,0.23008571000984754
Encoded,encoded,MLP,KMeans,4,90,Higgs,XGBClassifier,closest,0.2591964637820755
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Higgs,XGBClassifier,closest,0.20567087467074283
Original,original,,KMeans,3,90,Higgs,XGBClassifier,closest,0.2394523733713691
Decoded,decoded,GNN,KMeans,1,90,Higgs,XGBClassifier,closest,0.22339996074883492
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Higgs,XGBClassifier,closest,0.2413571993554761
Encoded,encoded,GNN,KMeans,2,90,Higgs,XGBClassifier,closest,0.23592577834629003
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Higgs,XGBClassifier,closest,0.20881036226649194
Original,original,,KMeans,3,90,Higgs,XGBClassifier,closest,0.2394523733713691
Decoded,decoded,MLP,Agglo,4,90,HomeEquityCredit,GaussianNB,centroid,0.2138728323699421
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,HomeEquityCredit,GaussianNB,centroid,0.1339113680154142
Encoded,encoded,MLP,Agglo,1,90,HomeEquityCredit,GaussianNB,centroid,0.0144508670520231
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,HomeEquityCredit,GaussianNB,centroid,0.0134874759152213
Original,original,,Agglo,2,90,HomeEquityCredit,GaussianNB,centroid,0.0915221579961463
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,GaussianNB,centroid,0.1368015414258189
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,HomeEquityCredit,GaussianNB,centroid,0.1512524084778418
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,GaussianNB,centroid,0.0337186897880537
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,GaussianNB,centroid,0.0096339113680153
Original,original,,Agglo,2,90,HomeEquityCredit,GaussianNB,centroid,0.0915221579961463
Decoded,decoded,MLP,Agglo,3,90,HomeEquityCredit,GaussianNB,closest,0.0780346820809247
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,HomeEquityCredit,GaussianNB,closest,0.0481695568400769
Encoded,encoded,MLP,Agglo,1,90,HomeEquityCredit,GaussianNB,closest,0.0346820809248555
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,HomeEquityCredit,GaussianNB,closest,0.0105973025048167
Original,original,,Agglo,4,90,HomeEquityCredit,GaussianNB,closest,0.1724470134874758
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,GaussianNB,closest,0.0905587668593448
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,HomeEquityCredit,GaussianNB,closest,0.0510597302504816
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,GaussianNB,closest,0.0279383429672445
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,GaussianNB,closest,0.0086705202312138
Original,original,,Agglo,4,90,HomeEquityCredit,GaussianNB,closest,0.1724470134874758
Decoded,decoded,MLP,KIP,4,90,HomeEquityCredit,GaussianNB,centroid,0.21657032755298639
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,HomeEquityCredit,GaussianNB,centroid,0.20231213872832368
Encoded,encoded,MLP,KIP,1,90,HomeEquityCredit,GaussianNB,centroid,0.07957610789980722
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,HomeEquityCredit,GaussianNB,centroid,0.06223506743737946
Original,original,,KIP,2,90,HomeEquityCredit,GaussianNB,centroid,0.15279383429672438
Decoded,decoded,GNN,KIP,3,90,HomeEquityCredit,GaussianNB,centroid,0.1915221579961463
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,HomeEquityCredit,GaussianNB,centroid,0.19518304431599215
Encoded,encoded,GNN,KIP,1,90,HomeEquityCredit,GaussianNB,centroid,0.06589595375722532
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,HomeEquityCredit,GaussianNB,centroid,0.019460500963391043
Original,original,,KIP,2,90,HomeEquityCredit,GaussianNB,centroid,0.15279383429672438
Decoded,decoded,MLP,KMeans,3,90,HomeEquityCredit,GaussianNB,centroid,0.08940269749518291
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,HomeEquityCredit,GaussianNB,centroid,0.10443159922928698
Encoded,encoded,MLP,KMeans,1,90,HomeEquityCredit,GaussianNB,centroid,0.00597302504816946
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,HomeEquityCredit,GaussianNB,centroid,0.0013487475915221199
Original,original,,KMeans,2,90,HomeEquityCredit,GaussianNB,centroid,0.06878612716762991
Decoded,decoded,GNN,KMeans,3,90,HomeEquityCredit,GaussianNB,centroid,0.120038535645472
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,HomeEquityCredit,GaussianNB,centroid,0.148169556840077
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,GaussianNB,centroid,0.0341040462427745
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,GaussianNB,centroid,0.0032755298651250798
Original,original,,KMeans,2,90,HomeEquityCredit,GaussianNB,centroid,0.06878612716762991
Decoded,decoded,MLP,KMeans,4,90,HomeEquityCredit,GaussianNB,closest,0.1292870905587668
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,HomeEquityCredit,GaussianNB,closest,0.12119460500963389
Encoded,encoded,MLP,KMeans,1,90,HomeEquityCredit,GaussianNB,closest,0.017726396917148196
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,HomeEquityCredit,GaussianNB,closest,0.0053949903660886
Original,original,,KMeans,2,90,HomeEquityCredit,GaussianNB,closest,0.0999999999999999
Decoded,decoded,GNN,KMeans,2,90,HomeEquityCredit,GaussianNB,closest,0.06685934489402684
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,HomeEquityCredit,GaussianNB,closest,0.11579961464354513
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,GaussianNB,closest,0.028323699421965158
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,GaussianNB,closest,0.00597302504816946
Original,original,,KMeans,3,90,HomeEquityCredit,GaussianNB,closest,0.0999999999999999
Decoded,decoded,MLP,Agglo,3,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0458536585365855
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0468292682926829
Encoded,encoded,MLP,Agglo,1,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0214634146341462
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0302439024390243
Original,original,,Agglo,0,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0136585365853659
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0604878048780489
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0712195121951219
Encoded,encoded,GNN,Agglo,2,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0341463414634146
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.008780487804878
Original,original,,Agglo,1,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0136585365853659
Decoded,decoded,MLP,Agglo,4,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0517073170731707
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,HomeEquityCredit,KNeighborsClassifier,closest,0.048780487804878
Encoded,encoded,MLP,Agglo,0,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0253658536585365
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0312195121951219
Original,original,,Agglo,2,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0341463414634147
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0458536585365853
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0351219512195122
Encoded,encoded,GNN,Agglo,4,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0526829268292683
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0263414634146341
Original,original,,Agglo,1,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0341463414634147
Decoded,decoded,MLP,KIP,2,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.15765853658536583
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.16097560975609757
Encoded,encoded,MLP,KIP,0,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.1305365853658536
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.13873170731707307
Original,original,,KIP,4,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.26048780487804873
Decoded,decoded,GNN,KIP,3,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.14439024390243899
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.1278048780487805
Encoded,encoded,GNN,KIP,2,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.13092682926829272
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.11395121951219511
Original,original,,KIP,4,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.26048780487804873
Decoded,decoded,MLP,KMeans,2,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.030048780487804884
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.03317073170731704
Encoded,encoded,MLP,KMeans,3,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.03121951219512196
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.01209756097560974
Original,original,,KMeans,0,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.006829268292682921
Decoded,decoded,GNN,KMeans,4,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.05736585365853656
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.0569756097560975
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.01931707317073168
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.022829268292682958
Original,original,,KMeans,0,90,HomeEquityCredit,KNeighborsClassifier,centroid,0.006829268292682921
Decoded,decoded,MLP,KMeans,4,90,HomeEquityCredit,KNeighborsClassifier,closest,0.04624390243902439
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,HomeEquityCredit,KNeighborsClassifier,closest,0.044878048780487824
Encoded,encoded,MLP,KMeans,2,90,HomeEquityCredit,KNeighborsClassifier,closest,0.039219512195121896
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,HomeEquityCredit,KNeighborsClassifier,closest,0.031609756097560934
Original,original,,KMeans,1,90,HomeEquityCredit,KNeighborsClassifier,closest,0.032975609756097556
Decoded,decoded,GNN,KMeans,3,90,HomeEquityCredit,KNeighborsClassifier,closest,0.03765853658536586
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,HomeEquityCredit,KNeighborsClassifier,closest,0.03551219512195118
Encoded,encoded,GNN,KMeans,4,90,HomeEquityCredit,KNeighborsClassifier,closest,0.0468292682926829
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,HomeEquityCredit,KNeighborsClassifier,closest,0.036097560975609684
Original,original,,KMeans,0,90,HomeEquityCredit,KNeighborsClassifier,closest,0.032975609756097556
Decoded,decoded,MLP,Agglo,4,90,HomeEquityCredit,LogisticRegression,centroid,0.1854243542435424
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,HomeEquityCredit,LogisticRegression,centroid,0.1346863468634687
Encoded,encoded,MLP,Agglo,0,90,HomeEquityCredit,LogisticRegression,centroid,0.0950184501845019
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,HomeEquityCredit,LogisticRegression,centroid,0.099630996309963
Original,original,,Agglo,1,90,HomeEquityCredit,LogisticRegression,centroid,0.0987084870848708
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,LogisticRegression,centroid,0.1448339483394834
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,HomeEquityCredit,LogisticRegression,centroid,0.1669741697416974
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,LogisticRegression,centroid,0.0774907749077489
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,LogisticRegression,centroid,0.0535055350553506
Original,original,,Agglo,2,90,HomeEquityCredit,LogisticRegression,centroid,0.0987084870848708
Decoded,decoded,MLP,Agglo,2,90,HomeEquityCredit,LogisticRegression,closest,0.0977859778597787
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,HomeEquityCredit,LogisticRegression,closest,0.1236162361623616
Encoded,encoded,MLP,Agglo,0,90,HomeEquityCredit,LogisticRegression,closest,0.0765682656826568
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,HomeEquityCredit,LogisticRegression,closest,0.0867158671586715
Original,original,,Agglo,4,90,HomeEquityCredit,LogisticRegression,closest,0.1485239852398524
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,LogisticRegression,closest,0.1097785977859779
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,HomeEquityCredit,LogisticRegression,closest,0.1014760147601476
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,LogisticRegression,closest,0.07380073800738
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,LogisticRegression,closest,0.0654981549815498
Original,original,,Agglo,4,90,HomeEquityCredit,LogisticRegression,closest,0.1485239852398524
Decoded,decoded,MLP,KIP,4,90,HomeEquityCredit,LogisticRegression,centroid,0.1998154981549815
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,HomeEquityCredit,LogisticRegression,centroid,0.18892988929889293
Encoded,encoded,MLP,KIP,1,90,HomeEquityCredit,LogisticRegression,centroid,0.11402214022140218
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,HomeEquityCredit,LogisticRegression,centroid,0.0819188191881919
Original,original,,KIP,2,90,HomeEquityCredit,LogisticRegression,centroid,0.1392988929889299
Decoded,decoded,GNN,KIP,4,90,HomeEquityCredit,LogisticRegression,centroid,0.1773062730627306
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,HomeEquityCredit,LogisticRegression,centroid,0.14206642066420663
Encoded,encoded,GNN,KIP,1,90,HomeEquityCredit,LogisticRegression,centroid,0.0931734317343173
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,HomeEquityCredit,LogisticRegression,centroid,0.05036900369003687
Original,original,,KIP,2,90,HomeEquityCredit,LogisticRegression,centroid,0.1392988929889299
Decoded,decoded,MLP,KMeans,3,90,HomeEquityCredit,LogisticRegression,centroid,0.11992619926199259
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,HomeEquityCredit,LogisticRegression,centroid,0.12675276752767528
Encoded,encoded,MLP,KMeans,1,90,HomeEquityCredit,LogisticRegression,centroid,0.09372693726937266
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,HomeEquityCredit,LogisticRegression,centroid,0.08763837638376379
Original,original,,KMeans,2,90,HomeEquityCredit,LogisticRegression,centroid,0.09815498154981542
Decoded,decoded,GNN,KMeans,4,90,HomeEquityCredit,LogisticRegression,centroid,0.12306273062730619
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,HomeEquityCredit,LogisticRegression,centroid,0.11291512915129154
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,LogisticRegression,centroid,0.07527675276752765
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,LogisticRegression,centroid,0.05405904059040595
Original,original,,KMeans,2,90,HomeEquityCredit,LogisticRegression,centroid,0.09815498154981542
Decoded,decoded,MLP,KMeans,4,90,HomeEquityCredit,LogisticRegression,closest,0.12250922509225085
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,HomeEquityCredit,LogisticRegression,closest,0.11863468634686343
Encoded,encoded,MLP,KMeans,0,90,HomeEquityCredit,LogisticRegression,closest,0.06254612546125461
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,HomeEquityCredit,LogisticRegression,closest,0.07214022140221402
Original,original,,KMeans,2,90,HomeEquityCredit,LogisticRegression,closest,0.10516605166051658
Decoded,decoded,GNN,KMeans,4,90,HomeEquityCredit,LogisticRegression,closest,0.10738007380073797
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,HomeEquityCredit,LogisticRegression,closest,0.107380073800738
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,LogisticRegression,closest,0.07619926199261988
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,LogisticRegression,closest,0.049261992619926184
Original,original,,KMeans,2,90,HomeEquityCredit,LogisticRegression,closest,0.10516605166051658
Decoded,decoded,MLP,Agglo,4,90,HomeEquityCredit,MLPClassifier,centroid,0.1393826005612723
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,HomeEquityCredit,MLPClassifier,centroid,0.1169317118802619
Encoded,encoded,MLP,Agglo,0,90,HomeEquityCredit,MLPClassifier,centroid,0.0776426566884939
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,HomeEquityCredit,MLPClassifier,centroid,0.1028999064546305
Original,original,,Agglo,3,90,HomeEquityCredit,MLPClassifier,centroid,0.1178671655753039
Decoded,decoded,GNN,Agglo,4,90,HomeEquityCredit,MLPClassifier,centroid,0.1412535079513564
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,HomeEquityCredit,MLPClassifier,centroid,0.1197380729653882
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,MLPClassifier,centroid,0.0795135640785782
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,MLPClassifier,centroid,0.0430308699719364
Original,original,,Agglo,2,90,HomeEquityCredit,MLPClassifier,centroid,0.1178671655753039
Decoded,decoded,MLP,Agglo,0,90,HomeEquityCredit,MLPClassifier,closest,0.0673526660430307
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,HomeEquityCredit,MLPClassifier,closest,0.1047708138447146
Encoded,encoded,MLP,Agglo,2,90,HomeEquityCredit,MLPClassifier,closest,0.0926099158091673
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,HomeEquityCredit,MLPClassifier,closest,0.0729653882132833
Original,original,,Agglo,4,90,HomeEquityCredit,MLPClassifier,closest,0.1290926099158091
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,MLPClassifier,closest,0.1047708138447146
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,HomeEquityCredit,MLPClassifier,closest,0.0869971936389148
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,MLPClassifier,closest,0.0748362956033676
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,MLPClassifier,closest,0.0570626753975679
Original,original,,Agglo,4,90,HomeEquityCredit,MLPClassifier,closest,0.1290926099158091
Decoded,decoded,MLP,KIP,4,90,HomeEquityCredit,MLPClassifier,centroid,0.18596819457436853
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,HomeEquityCredit,MLPClassifier,centroid,0.168755846585594
Encoded,encoded,MLP,KIP,2,90,HomeEquityCredit,MLPClassifier,centroid,0.10944808231992506
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,HomeEquityCredit,MLPClassifier,centroid,0.08980355472404107
Original,original,,KIP,0,90,HomeEquityCredit,MLPClassifier,centroid,0.08213283442469595
Decoded,decoded,GNN,KIP,4,90,HomeEquityCredit,MLPClassifier,centroid,0.1517305893358279
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,HomeEquityCredit,MLPClassifier,centroid,0.11711880261927032
Encoded,encoded,GNN,KIP,2,90,HomeEquityCredit,MLPClassifier,centroid,0.10102899906454628
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,HomeEquityCredit,MLPClassifier,centroid,0.05238540692235727
Original,original,,KIP,1,90,HomeEquityCredit,MLPClassifier,centroid,0.08213283442469595
Decoded,decoded,MLP,KMeans,3,90,HomeEquityCredit,MLPClassifier,centroid,0.11356407857811038
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,HomeEquityCredit,MLPClassifier,centroid,0.09298409728718429
Encoded,encoded,MLP,KMeans,1,90,HomeEquityCredit,MLPClassifier,centroid,0.08718428437792322
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,HomeEquityCredit,MLPClassifier,centroid,0.080823199251637
Original,original,,KMeans,4,90,HomeEquityCredit,MLPClassifier,centroid,0.12497661365762389
Decoded,decoded,GNN,KMeans,3,90,HomeEquityCredit,MLPClassifier,centroid,0.10196445275958839
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,HomeEquityCredit,MLPClassifier,centroid,0.095977549111319
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,MLPClassifier,centroid,0.06005612722170246
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,MLPClassifier,centroid,0.03779232927970064
Original,original,,KMeans,4,90,HomeEquityCredit,MLPClassifier,centroid,0.12497661365762389
Decoded,decoded,MLP,KMeans,4,90,HomeEquityCredit,MLPClassifier,closest,0.09448082319925162
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,HomeEquityCredit,MLPClassifier,closest,0.08999064546304957
Encoded,encoded,MLP,KMeans,0,90,HomeEquityCredit,MLPClassifier,closest,0.06679139382600557
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,HomeEquityCredit,MLPClassifier,closest,0.07202993451824127
Original,original,,KMeans,2,90,HomeEquityCredit,MLPClassifier,closest,0.084377923292797
Decoded,decoded,GNN,KMeans,3,90,HomeEquityCredit,MLPClassifier,closest,0.0877455565949485
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,HomeEquityCredit,MLPClassifier,closest,0.09429373246024318
Encoded,encoded,GNN,KMeans,1,90,HomeEquityCredit,MLPClassifier,closest,0.06604303086997187
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,MLPClassifier,closest,0.045463049579045824
Original,original,,KMeans,2,90,HomeEquityCredit,MLPClassifier,closest,0.084377923292797
Decoded,decoded,MLP,Agglo,3,90,HomeEquityCredit,XGBClassifier,centroid,0.1095100864553313
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,HomeEquityCredit,XGBClassifier,centroid,0.1066282420749279
Encoded,encoded,MLP,Agglo,2,90,HomeEquityCredit,XGBClassifier,centroid,0.1075888568683957
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,HomeEquityCredit,XGBClassifier,centroid,0.0489913544668586
Original,original,,Agglo,4,90,HomeEquityCredit,XGBClassifier,centroid,0.1162343900096061
Decoded,decoded,GNN,Agglo,2,90,HomeEquityCredit,XGBClassifier,centroid,0.0941402497598461
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,HomeEquityCredit,XGBClassifier,centroid,0.1008645533141209
Encoded,encoded,GNN,Agglo,1,90,HomeEquityCredit,XGBClassifier,centroid,0.0864553314121038
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,XGBClassifier,centroid,0.047070124879923
Original,original,,Agglo,4,90,HomeEquityCredit,XGBClassifier,centroid,0.1162343900096061
Decoded,decoded,MLP,Agglo,0,90,HomeEquityCredit,XGBClassifier,closest,0.0172910662824207
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,HomeEquityCredit,XGBClassifier,closest,0.0730067243035542
Encoded,encoded,MLP,Agglo,1,90,HomeEquityCredit,XGBClassifier,closest,0.0307396733909701
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,HomeEquityCredit,XGBClassifier,closest,0.0585975024015369
Original,original,,Agglo,3,90,HomeEquityCredit,XGBClassifier,closest,0.0662824207492794
Decoded,decoded,GNN,Agglo,3,90,HomeEquityCredit,XGBClassifier,closest,0.0816522574447646
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,HomeEquityCredit,XGBClassifier,closest,0.0278578290105665
Encoded,encoded,GNN,Agglo,4,90,HomeEquityCredit,XGBClassifier,closest,0.0874159462055715
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,HomeEquityCredit,XGBClassifier,closest,0.0585975024015369
Original,original,,Agglo,2,90,HomeEquityCredit,XGBClassifier,closest,0.0662824207492794
Decoded,decoded,MLP,KIP,4,90,HomeEquityCredit,XGBClassifier,centroid,0.1659942363112391
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,HomeEquityCredit,XGBClassifier,centroid,0.15734870317002864
Encoded,encoded,MLP,KIP,2,90,HomeEquityCredit,XGBClassifier,centroid,0.1404418828049951
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,HomeEquityCredit,XGBClassifier,centroid,0.11412103746397681
Original,original,,KIP,1,90,HomeEquityCredit,XGBClassifier,centroid,0.12161383285302588
Decoded,decoded,GNN,KIP,3,90,HomeEquityCredit,XGBClassifier,centroid,0.1256484149855907
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,HomeEquityCredit,XGBClassifier,centroid,0.09971181556195954
Encoded,encoded,GNN,KIP,4,90,HomeEquityCredit,XGBClassifier,centroid,0.1412103746397694
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,HomeEquityCredit,XGBClassifier,centroid,0.0943323727185398
Original,original,,KIP,2,90,HomeEquityCredit,XGBClassifier,centroid,0.12161383285302588
Decoded,decoded,MLP,KMeans,2,90,HomeEquityCredit,XGBClassifier,centroid,0.06781940441882793
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,HomeEquityCredit,XGBClassifier,centroid,0.061095100864553144
Encoded,encoded,MLP,KMeans,3,90,HomeEquityCredit,XGBClassifier,centroid,0.06839577329490858
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,HomeEquityCredit,XGBClassifier,centroid,0.0426512968299711
Original,original,,KMeans,4,90,HomeEquityCredit,XGBClassifier,centroid,0.2653218059558117
Decoded,decoded,GNN,KMeans,2,90,HomeEquityCredit,XGBClassifier,centroid,0.09087415946205564
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,HomeEquityCredit,XGBClassifier,centroid,0.07550432276657044
Encoded,encoded,GNN,KMeans,3,90,HomeEquityCredit,XGBClassifier,centroid,0.09356388088376541
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,HomeEquityCredit,XGBClassifier,centroid,0.07435158501440911
Original,original,,KMeans,4,90,HomeEquityCredit,XGBClassifier,centroid,0.2653218059558117
Decoded,decoded,MLP,KMeans,2,90,HomeEquityCredit,XGBClassifier,closest,0.06205571565802102
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,HomeEquityCredit,XGBClassifier,closest,0.07070124879923143
Encoded,encoded,MLP,KMeans,3,90,HomeEquityCredit,XGBClassifier,closest,0.06628242074927941
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,HomeEquityCredit,XGBClassifier,closest,0.05840537944284324
Original,original,,KMeans,0,90,HomeEquityCredit,XGBClassifier,closest,0.05686839577329479
Decoded,decoded,GNN,KMeans,1,90,HomeEquityCredit,XGBClassifier,closest,0.057060518731988384
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,HomeEquityCredit,XGBClassifier,closest,0.06954851104706998
Encoded,encoded,GNN,KMeans,4,90,HomeEquityCredit,XGBClassifier,closest,0.07415946205571554
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,HomeEquityCredit,XGBClassifier,closest,0.05821325648414973
Original,original,,KMeans,0,90,HomeEquityCredit,XGBClassifier,closest,0.05686839577329479
Decoded,decoded,MLP,Agglo,2,90,House,GaussianNB,centroid,0.0475496663725671
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,House,GaussianNB,centroid,0.0691570679639418
Encoded,encoded,MLP,Agglo,3,90,House,GaussianNB,centroid,0.0509671553033675
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,GaussianNB,centroid,-0.0656446038157372
Original,original,,Agglo,1,90,House,GaussianNB,centroid,0.0249169641387608
Decoded,decoded,GNN,Agglo,4,90,House,GaussianNB,centroid,0.2881370017511055
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,House,GaussianNB,centroid,0.2594237270757616
Encoded,encoded,GNN,Agglo,2,90,House,GaussianNB,centroid,0.064001424628261
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,GaussianNB,centroid,-0.0499159523289166
Original,original,,Agglo,1,90,House,GaussianNB,centroid,0.0249169641387608
Decoded,decoded,MLP,Agglo,2,90,House,GaussianNB,closest,0.0477228882179464
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,House,GaussianNB,closest,0.0789799877503555
Encoded,encoded,MLP,Agglo,1,90,House,GaussianNB,closest,0.0470758695493802
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,GaussianNB,closest,-0.0655776894580207
Original,original,,Agglo,4,90,House,GaussianNB,closest,0.1570355860267711
Decoded,decoded,GNN,Agglo,3,90,House,GaussianNB,closest,0.2269821354853853
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,House,GaussianNB,closest,0.2597690915026859
Encoded,encoded,GNN,Agglo,1,90,House,GaussianNB,closest,0.0574481346273704
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,GaussianNB,closest,-0.0484476138825708
Original,original,,Agglo,2,90,House,GaussianNB,closest,0.1570355860267711
Decoded,decoded,MLP,KIP,4,90,House,GaussianNB,centroid,0.29265458430804336
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,House,GaussianNB,centroid,0.2647932805033686
Encoded,encoded,MLP,KIP,1,90,House,GaussianNB,centroid,0.09835018333994378
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,House,GaussianNB,centroid,-0.05900799464685147
Original,original,,KIP,2,90,House,GaussianNB,centroid,0.12858565172695693
Decoded,decoded,GNN,KIP,4,90,House,GaussianNB,centroid,0.3061884448617597
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,House,GaussianNB,centroid,0.2314897888150492
Encoded,encoded,GNN,KIP,1,90,House,GaussianNB,centroid,0.0950555146334684
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,House,GaussianNB,centroid,-0.04039911176586448
Original,original,,KIP,2,90,House,GaussianNB,centroid,0.12858565172695693
Decoded,decoded,MLP,KMeans,3,90,House,GaussianNB,centroid,0.10979653178566892
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,House,GaussianNB,centroid,0.13337909411990073
Encoded,encoded,MLP,KMeans,2,90,House,GaussianNB,centroid,0.0579681239426586
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,GaussianNB,centroid,-0.06485004978104433
Original,original,,KMeans,1,90,House,GaussianNB,centroid,0.04371277551582054
Decoded,decoded,GNN,KMeans,3,90,House,GaussianNB,centroid,0.20730391799753384
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,House,GaussianNB,centroid,0.2117810281606915
Encoded,encoded,GNN,KMeans,2,90,House,GaussianNB,centroid,0.06252758193636111
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,GaussianNB,centroid,-0.04887726881494136
Original,original,,KMeans,1,90,House,GaussianNB,centroid,0.04371277551582054
Decoded,decoded,MLP,KMeans,4,90,House,GaussianNB,closest,0.1461509944067151
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,House,GaussianNB,closest,0.12022437895111734
Encoded,encoded,MLP,KMeans,1,90,House,GaussianNB,closest,0.06391497559514643
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,GaussianNB,closest,-0.06491297086257468
Original,original,,KMeans,2,90,House,GaussianNB,closest,0.08841879753819912
Decoded,decoded,GNN,KMeans,4,90,House,GaussianNB,closest,0.26334847000860706
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,House,GaussianNB,closest,0.10650844658858183
Encoded,encoded,GNN,KMeans,1,90,House,GaussianNB,closest,0.0569312751772015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,GaussianNB,closest,-0.04727002911314195
Original,original,,KMeans,2,90,House,GaussianNB,closest,0.08841879753819912
Decoded,decoded,MLP,Agglo,3,90,House,KNeighborsClassifier,centroid,0.1168188225401246
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,House,KNeighborsClassifier,centroid,0.1332722825760907
Encoded,encoded,MLP,Agglo,2,90,House,KNeighborsClassifier,centroid,0.1020749159229926
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,KNeighborsClassifier,centroid,0.0265005570427106
Original,original,,Agglo,1,90,House,KNeighborsClassifier,centroid,0.0854087533299848
Decoded,decoded,GNN,Agglo,3,90,House,KNeighborsClassifier,centroid,0.1074232200787245
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,House,KNeighborsClassifier,centroid,0.1032048672691419
Encoded,encoded,GNN,Agglo,4,90,House,KNeighborsClassifier,centroid,0.1319345867744623
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,KNeighborsClassifier,centroid,0.0313252856734167
Original,original,,Agglo,1,90,House,KNeighborsClassifier,centroid,0.0854087533299848
Decoded,decoded,MLP,Agglo,2,90,House,KNeighborsClassifier,closest,0.1055009641028488
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,House,KNeighborsClassifier,closest,0.1159298349299245
Encoded,encoded,MLP,Agglo,4,90,House,KNeighborsClassifier,closest,0.1159764410846143
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,KNeighborsClassifier,closest,0.0388551545167561
Original,original,,Agglo,1,90,House,KNeighborsClassifier,closest,0.0889627205301598
Decoded,decoded,GNN,Agglo,2,90,House,KNeighborsClassifier,closest,0.1022777022769089
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,House,KNeighborsClassifier,closest,0.1130888427344721
Encoded,encoded,GNN,Agglo,4,90,House,KNeighborsClassifier,closest,0.1316405713517915
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,KNeighborsClassifier,closest,0.0480296256484577
Original,original,,Agglo,1,90,House,KNeighborsClassifier,closest,0.0889627205301598
Decoded,decoded,MLP,KIP,3,90,House,KNeighborsClassifier,centroid,0.2469953656624692
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,House,KNeighborsClassifier,centroid,0.23243223142831487
Encoded,encoded,MLP,KIP,1,90,House,KNeighborsClassifier,centroid,0.21579085934312087
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,House,KNeighborsClassifier,centroid,0.0684639454291509
Original,original,,KIP,4,90,House,KNeighborsClassifier,centroid,0.2909051063983804
Decoded,decoded,GNN,KIP,1,90,House,KNeighborsClassifier,centroid,0.22471831785496663
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,House,KNeighborsClassifier,centroid,0.23009270162491852
Encoded,encoded,GNN,KIP,2,90,House,KNeighborsClassifier,centroid,0.22746054466728896
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,House,KNeighborsClassifier,centroid,0.06818639090366849
Original,original,,KIP,4,90,House,KNeighborsClassifier,centroid,0.2909051063983804
Decoded,decoded,MLP,KMeans,3,90,House,KNeighborsClassifier,centroid,0.11735400002280719
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,House,KNeighborsClassifier,centroid,0.12888029704978077
Encoded,encoded,MLP,KMeans,2,90,House,KNeighborsClassifier,centroid,0.0827110502696958
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,KNeighborsClassifier,centroid,0.03299686003428014
Original,original,,KMeans,1,90,House,KNeighborsClassifier,centroid,0.08032570760785972
Decoded,decoded,GNN,KMeans,3,90,House,KNeighborsClassifier,centroid,0.1181542376150341
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,House,KNeighborsClassifier,centroid,0.11760894560516351
Encoded,encoded,GNN,KMeans,4,90,House,KNeighborsClassifier,centroid,0.11927209119337034
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,KNeighborsClassifier,centroid,0.03305655557709566
Original,original,,KMeans,1,90,House,KNeighborsClassifier,centroid,0.08032570760785972
Decoded,decoded,MLP,KMeans,2,90,House,KNeighborsClassifier,closest,0.09898691110768443
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,House,KNeighborsClassifier,closest,0.12409860474063916
Encoded,encoded,MLP,KMeans,3,90,House,KNeighborsClassifier,closest,0.11127744990953933
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,KNeighborsClassifier,closest,0.04175207409783612
Original,original,,KMeans,1,90,House,KNeighborsClassifier,closest,0.08944811867315244
Decoded,decoded,GNN,KMeans,3,90,House,KNeighborsClassifier,closest,0.11589492989492287
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,House,KNeighborsClassifier,closest,0.11200847240395032
Encoded,encoded,GNN,KMeans,4,90,House,KNeighborsClassifier,closest,0.13188688983742866
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,KNeighborsClassifier,closest,0.041139550230774716
Original,original,,KMeans,1,90,House,KNeighborsClassifier,closest,0.08944811867315244
Decoded,decoded,MLP,Agglo,3,90,House,LogisticRegression,centroid,0.0764144782460697
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,House,LogisticRegression,centroid,0.07107956479532
Encoded,encoded,MLP,Agglo,4,90,House,LogisticRegression,centroid,0.0877620746605478
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,LogisticRegression,centroid,0.0068896481297039
Original,original,,Agglo,1,90,House,LogisticRegression,centroid,0.0457837340359813
Decoded,decoded,GNN,Agglo,2,90,House,LogisticRegression,centroid,0.0935619460658857
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,House,LogisticRegression,centroid,0.1333128254264425
Encoded,encoded,GNN,Agglo,3,90,House,LogisticRegression,centroid,0.1174936648217955
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,LogisticRegression,centroid,0.00780040091277
Original,original,,Agglo,1,90,House,LogisticRegression,centroid,0.0457837340359813
Decoded,decoded,MLP,Agglo,1,90,House,LogisticRegression,closest,0.0571651180675499
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,House,LogisticRegression,closest,0.0733322406989498
Encoded,encoded,MLP,Agglo,4,90,House,LogisticRegression,closest,0.092475195098274
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,LogisticRegression,closest,0.0164323806401997
Original,original,,Agglo,3,90,House,LogisticRegression,closest,0.0830050807498833
Decoded,decoded,GNN,Agglo,2,90,House,LogisticRegression,closest,0.0751134028416899
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,House,LogisticRegression,closest,0.059201452363242
Encoded,encoded,GNN,Agglo,4,90,House,LogisticRegression,closest,0.1260918569321347
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,LogisticRegression,closest,0.0138907449665274
Original,original,,Agglo,3,90,House,LogisticRegression,closest,0.0830050807498833
Decoded,decoded,MLP,KIP,4,90,House,LogisticRegression,centroid,0.13396346398719092
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,House,LogisticRegression,centroid,0.12114091201351498
Encoded,encoded,MLP,KIP,3,90,House,LogisticRegression,centroid,0.12353378131343051
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,House,LogisticRegression,centroid,0.00902492467126408
Original,original,,KIP,1,90,House,LogisticRegression,centroid,0.10789868757800772
Decoded,decoded,GNN,KIP,4,90,House,LogisticRegression,centroid,0.17210050555352435
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,House,LogisticRegression,centroid,0.13211432317603594
Encoded,encoded,GNN,KIP,3,90,House,LogisticRegression,centroid,0.14203154351416422
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,House,LogisticRegression,centroid,0.021669663006341423
Original,original,,KIP,1,90,House,LogisticRegression,centroid,0.10789868757800772
Decoded,decoded,MLP,KMeans,2,90,House,LogisticRegression,centroid,0.0649107527830658
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,House,LogisticRegression,centroid,0.0811952747765352
Encoded,encoded,MLP,KMeans,4,90,House,LogisticRegression,centroid,0.09082746882840172
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,LogisticRegression,centroid,0.00660472270200068
Original,original,,KMeans,1,90,House,LogisticRegression,centroid,0.045923322280916244
Decoded,decoded,GNN,KMeans,2,90,House,LogisticRegression,centroid,0.0913224826334169
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,House,LogisticRegression,centroid,0.09184926688435299
Encoded,encoded,GNN,KMeans,4,90,House,LogisticRegression,centroid,0.12145438041326788
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,LogisticRegression,centroid,0.01044168484221936
Original,original,,KMeans,1,90,House,LogisticRegression,centroid,0.045923322280916244
Decoded,decoded,MLP,KMeans,1,90,House,LogisticRegression,closest,0.05143130901801578
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,House,LogisticRegression,closest,0.06543572157994922
Encoded,encoded,MLP,KMeans,4,90,House,LogisticRegression,closest,0.09406664229251493
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,LogisticRegression,closest,0.012751446689948098
Original,original,,KMeans,3,90,House,LogisticRegression,closest,0.06686065129414132
Decoded,decoded,GNN,KMeans,3,90,House,LogisticRegression,closest,0.0848692494862516
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,House,LogisticRegression,closest,0.0693201881012115
Encoded,encoded,GNN,KMeans,4,90,House,LogisticRegression,closest,0.11627670545518716
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,LogisticRegression,closest,0.016055169631487978
Original,original,,KMeans,1,90,House,LogisticRegression,closest,0.06686065129414132
Decoded,decoded,MLP,Agglo,3,90,House,MLPClassifier,centroid,0.130289718518745
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,House,MLPClassifier,centroid,0.1260373027643569
Encoded,encoded,MLP,Agglo,1,90,House,MLPClassifier,centroid,0.1200313627606873
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,MLPClassifier,centroid,0.0570377958534645
Original,original,,Agglo,4,90,House,MLPClassifier,centroid,0.1305424744663934
Decoded,decoded,GNN,Agglo,2,90,House,MLPClassifier,centroid,0.1518437327992171
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,House,MLPClassifier,centroid,0.1912115466943917
Encoded,encoded,GNN,Agglo,3,90,House,MLPClassifier,centroid,0.1536608043850528
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,MLPClassifier,centroid,0.060222329674026
Original,original,,Agglo,1,90,House,MLPClassifier,centroid,0.1305424744663934
Decoded,decoded,MLP,Agglo,2,90,House,MLPClassifier,closest,0.1146164607669255
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,House,MLPClassifier,closest,0.1358183367989725
Encoded,encoded,MLP,Agglo,1,90,House,MLPClassifier,closest,0.1084714811020732
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,MLPClassifier,closest,0.0687658629441623
Original,original,,Agglo,3,90,House,MLPClassifier,closest,0.1305281404807045
Decoded,decoded,GNN,Agglo,3,90,House,MLPClassifier,closest,0.1353811502354595
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,House,MLPClassifier,closest,0.1244825431166288
Encoded,encoded,GNN,Agglo,4,90,House,MLPClassifier,closest,0.15101427282735
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,MLPClassifier,closest,0.0656596882453672
Original,original,,Agglo,2,90,House,MLPClassifier,closest,0.1305281404807045
Decoded,decoded,MLP,KIP,4,90,House,MLPClassifier,centroid,0.205272804415632
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,House,MLPClassifier,centroid,0.19192174790532676
Encoded,encoded,MLP,KIP,2,90,House,MLPClassifier,centroid,0.16260817381199918
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,House,MLPClassifier,centroid,0.06393884548345652
Original,original,,KIP,1,90,House,MLPClassifier,centroid,0.11364260977921822
Decoded,decoded,GNN,KIP,4,90,House,MLPClassifier,centroid,0.22447212708702818
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,House,MLPClassifier,centroid,0.1958566180967524
Encoded,encoded,GNN,KIP,2,90,House,MLPClassifier,centroid,0.172007637147575
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,House,MLPClassifier,centroid,0.07026452892789417
Original,original,,KIP,1,90,House,MLPClassifier,centroid,0.11364260977921822
Decoded,decoded,MLP,KMeans,1,90,House,MLPClassifier,centroid,0.11389240336982434
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,House,MLPClassifier,centroid,0.1354639051128371
Encoded,encoded,MLP,KMeans,2,90,House,MLPClassifier,centroid,0.113976304966057
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,MLPClassifier,centroid,0.057891528041098296
Original,original,,KMeans,3,90,House,MLPClassifier,centroid,0.12262954100666616
Decoded,decoded,GNN,KMeans,3,90,House,MLPClassifier,centroid,0.1409543949911319
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,House,MLPClassifier,centroid,0.14048099122377822
Encoded,encoded,GNN,KMeans,4,90,House,MLPClassifier,centroid,0.1516443948382361
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,MLPClassifier,centroid,0.05839837777505946
Original,original,,KMeans,1,90,House,MLPClassifier,centroid,0.12262954100666616
Decoded,decoded,MLP,KMeans,1,90,House,MLPClassifier,closest,0.10368603219986536
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,House,MLPClassifier,closest,0.1228000198764601
Encoded,encoded,MLP,KMeans,2,90,House,MLPClassifier,closest,0.11611025319552311
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,MLPClassifier,closest,0.06127014402788811
Original,original,,KMeans,4,90,House,MLPClassifier,closest,0.12311890327808683
Decoded,decoded,GNN,KMeans,3,90,House,MLPClassifier,closest,0.1473108487248485
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,House,MLPClassifier,closest,0.12601417726744535
Encoded,encoded,GNN,KMeans,4,90,House,MLPClassifier,closest,0.14915964619900915
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,MLPClassifier,closest,0.06416876261390733
Original,original,,KMeans,1,90,House,MLPClassifier,closest,0.12311890327808683
Decoded,decoded,MLP,Agglo,2,90,House,XGBClassifier,centroid,0.1543258429878688
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,House,XGBClassifier,centroid,0.174983870488862
Encoded,encoded,MLP,Agglo,1,90,House,XGBClassifier,centroid,0.1540303512863785
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,XGBClassifier,centroid,0.0796889749548395
Original,original,,Agglo,4,90,House,XGBClassifier,centroid,0.2724287391364383
Decoded,decoded,GNN,Agglo,1,90,House,XGBClassifier,centroid,0.1685249968542151
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,House,XGBClassifier,centroid,0.1958205125909154
Encoded,encoded,GNN,Agglo,2,90,House,XGBClassifier,centroid,0.1766121381581581
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,XGBClassifier,centroid,0.0914464342351877
Original,original,,Agglo,4,90,House,XGBClassifier,centroid,0.2724287391364383
Decoded,decoded,MLP,Agglo,1,90,House,XGBClassifier,closest,0.1311771079232775
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,House,XGBClassifier,closest,0.157309036720617
Encoded,encoded,MLP,Agglo,4,90,House,XGBClassifier,closest,0.172823529245431
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,House,XGBClassifier,closest,0.1083413018695151
Original,original,,Agglo,2,90,House,XGBClassifier,closest,0.150943004976231
Decoded,decoded,GNN,Agglo,1,90,House,XGBClassifier,closest,0.136799461988315
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,House,XGBClassifier,closest,0.1538757718954873
Encoded,encoded,GNN,Agglo,4,90,House,XGBClassifier,closest,0.2198708036761616
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,House,XGBClassifier,closest,0.0902493865130423
Original,original,,Agglo,2,90,House,XGBClassifier,closest,0.150943004976231
Decoded,decoded,MLP,KIP,2,90,House,XGBClassifier,centroid,0.2309959012897481
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,House,XGBClassifier,centroid,0.20190980952331575
Encoded,encoded,MLP,KIP,3,90,House,XGBClassifier,centroid,0.2408767290623864
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,House,XGBClassifier,centroid,0.09371743170112252
Original,original,,KIP,4,90,House,XGBClassifier,centroid,0.25678954628592365
Decoded,decoded,GNN,KIP,3,90,House,XGBClassifier,centroid,0.24731288706703033
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,House,XGBClassifier,centroid,0.21507573211957082
Encoded,encoded,GNN,KIP,2,90,House,XGBClassifier,centroid,0.24147185971731755
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,House,XGBClassifier,centroid,0.10854847595559973
Original,original,,KIP,4,90,House,XGBClassifier,centroid,0.25678954628592365
Decoded,decoded,MLP,KMeans,1,90,House,XGBClassifier,centroid,0.13151633428170287
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,House,XGBClassifier,centroid,0.161783638808287
Encoded,encoded,MLP,KMeans,2,90,House,XGBClassifier,centroid,0.15487431705835408
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,XGBClassifier,centroid,0.09064648588732561
Original,original,,KMeans,4,90,House,XGBClassifier,centroid,0.4254259534084519
Decoded,decoded,GNN,KMeans,2,90,House,XGBClassifier,centroid,0.17207070876064545
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,House,XGBClassifier,centroid,0.15297685503516434
Encoded,encoded,GNN,KMeans,3,90,House,XGBClassifier,centroid,0.19094504089991587
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,XGBClassifier,centroid,0.09705182226951753
Original,original,,KMeans,4,90,House,XGBClassifier,centroid,0.4254259534084519
Decoded,decoded,MLP,KMeans,1,90,House,XGBClassifier,closest,0.1296499766481437
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,House,XGBClassifier,closest,0.1487640010990216
Encoded,encoded,MLP,KMeans,4,90,House,XGBClassifier,closest,0.16295127874387266
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,House,XGBClassifier,closest,0.09836141132868988
Original,original,,KMeans,3,90,House,XGBClassifier,closest,0.15492813707798753
Decoded,decoded,GNN,KMeans,3,90,House,XGBClassifier,closest,0.17236667174076642
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,House,XGBClassifier,closest,0.14619779469877506
Encoded,encoded,GNN,KMeans,4,90,House,XGBClassifier,closest,0.20484851455331965
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,House,XGBClassifier,closest,0.09459768592766707
Original,original,,KMeans,2,90,House,XGBClassifier,closest,0.15492813707798753
Decoded,decoded,MLP,Agglo,4,90,Jannis,GaussianNB,centroid,0.3184491756157334
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Jannis,GaussianNB,centroid,0.2777301040976374
Encoded,encoded,MLP,Agglo,3,90,Jannis,GaussianNB,centroid,0.285453117871602
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,Jannis,GaussianNB,centroid,0.281587571495389
Original,original,,Agglo,0,90,Jannis,GaussianNB,centroid,0.1075117403266165
Decoded,decoded,GNN,Agglo,4,90,Jannis,GaussianNB,centroid,0.219057339080724
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Jannis,GaussianNB,centroid,0.1684828931099329
Encoded,encoded,GNN,Agglo,1,90,Jannis,GaussianNB,centroid,0.0641679392757863
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Jannis,GaussianNB,centroid,-0.0494711757757624
Original,original,,Agglo,2,90,Jannis,GaussianNB,centroid,0.1075117403266165
Decoded,decoded,MLP,Agglo,2,90,Jannis,GaussianNB,closest,0.2791545748908857
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Jannis,GaussianNB,closest,0.2904219752457651
Encoded,encoded,MLP,Agglo,1,90,Jannis,GaussianNB,closest,0.2561816324098257
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,90,Jannis,GaussianNB,closest,0.3191267081276033
Original,original,,Agglo,0,90,Jannis,GaussianNB,closest,0.1038026731544398
Decoded,decoded,GNN,Agglo,4,90,Jannis,GaussianNB,closest,0.1943829147722039
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Jannis,GaussianNB,closest,0.1665479777684465
Encoded,encoded,GNN,Agglo,1,90,Jannis,GaussianNB,closest,0.0757940789166856
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Jannis,GaussianNB,closest,-0.0526438069386919
Original,original,,Agglo,2,90,Jannis,GaussianNB,closest,0.1038026731544398
Decoded,decoded,MLP,KIP,4,90,Jannis,GaussianNB,centroid,0.20337473619381113
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Jannis,GaussianNB,centroid,0.19780317886584925
Encoded,encoded,MLP,KIP,1,90,Jannis,GaussianNB,centroid,0.12258514743462431
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Jannis,GaussianNB,centroid,0.08107888147277645
Original,original,,KIP,2,90,Jannis,GaussianNB,centroid,0.1907117127111994
Decoded,decoded,GNN,KIP,4,90,Jannis,GaussianNB,centroid,0.21878280070355643
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Jannis,GaussianNB,centroid,0.17965606319784974
Encoded,encoded,GNN,KIP,1,90,Jannis,GaussianNB,centroid,0.0503777677284715
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Jannis,GaussianNB,centroid,-0.063687778655902
Original,original,,KIP,3,90,Jannis,GaussianNB,centroid,0.1907117127111994
Decoded,decoded,MLP,KMeans,4,90,Jannis,GaussianNB,centroid,0.28777349841270505
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Jannis,GaussianNB,centroid,0.26416514019537
Encoded,encoded,MLP,KMeans,2,90,Jannis,GaussianNB,centroid,0.2653572301899673
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Jannis,GaussianNB,centroid,0.27210548665052847
Original,original,,KMeans,0,90,Jannis,GaussianNB,centroid,0.1234485698963633
Decoded,decoded,GNN,KMeans,4,90,Jannis,GaussianNB,centroid,0.21836106170670697
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Jannis,GaussianNB,centroid,0.1976965689924971
Encoded,encoded,GNN,KMeans,1,90,Jannis,GaussianNB,centroid,0.06469243635019646
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,GaussianNB,centroid,-0.04506472955068768
Original,original,,KMeans,2,90,Jannis,GaussianNB,centroid,0.1234485698963633
Decoded,decoded,MLP,KMeans,1,90,Jannis,GaussianNB,closest,0.2589088099179171
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Jannis,GaussianNB,closest,0.303091731210428
Encoded,encoded,MLP,KMeans,3,90,Jannis,GaussianNB,closest,0.26930648783997446
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Jannis,GaussianNB,closest,0.26224447323407907
Original,original,,KMeans,0,90,Jannis,GaussianNB,closest,0.08316675880646385
Decoded,decoded,GNN,KMeans,3,90,Jannis,GaussianNB,closest,0.20322121112129315
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Jannis,GaussianNB,closest,0.21018652280318184
Encoded,encoded,GNN,KMeans,1,90,Jannis,GaussianNB,closest,0.06264926269732837
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,GaussianNB,closest,-0.04911867933673546
Original,original,,KMeans,2,90,Jannis,GaussianNB,closest,0.08316675880646385
Decoded,decoded,MLP,Agglo,2,90,Jannis,KNeighborsClassifier,centroid,0.3087209276974247
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Jannis,KNeighborsClassifier,centroid,0.3280428702121242
Encoded,encoded,MLP,Agglo,1,90,Jannis,KNeighborsClassifier,centroid,0.300458793674195
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,90,Jannis,KNeighborsClassifier,centroid,0.3361209482143926
Original,original,,Agglo,0,90,Jannis,KNeighborsClassifier,centroid,-0.0082651174749409
Decoded,decoded,GNN,Agglo,4,90,Jannis,KNeighborsClassifier,centroid,0.2616355955470683
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Jannis,KNeighborsClassifier,centroid,0.1991963881568595
Encoded,encoded,GNN,Agglo,3,90,Jannis,KNeighborsClassifier,centroid,0.229761621443276
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Jannis,KNeighborsClassifier,centroid,0.1628497226958134
Original,original,,Agglo,0,90,Jannis,KNeighborsClassifier,centroid,-0.0082651174749409
Decoded,decoded,MLP,Agglo,2,90,Jannis,KNeighborsClassifier,closest,0.2988115840851058
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Jannis,KNeighborsClassifier,closest,0.3450530966431043
Encoded,encoded,MLP,Agglo,1,90,Jannis,KNeighborsClassifier,closest,0.2943572524306909
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Jannis,KNeighborsClassifier,closest,0.3318327718706709
Original,original,,Agglo,0,90,Jannis,KNeighborsClassifier,closest,0.0545067830304632
Decoded,decoded,GNN,Agglo,1,90,Jannis,KNeighborsClassifier,closest,0.214402276541953
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Jannis,KNeighborsClassifier,closest,0.2176931767770873
Encoded,encoded,GNN,Agglo,4,90,Jannis,KNeighborsClassifier,closest,0.3358029046120874
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Jannis,KNeighborsClassifier,closest,0.2320559723080602
Original,original,,Agglo,0,90,Jannis,KNeighborsClassifier,closest,0.0545067830304632
Decoded,decoded,MLP,KIP,3,90,Jannis,KNeighborsClassifier,centroid,0.20521931162283172
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Jannis,KNeighborsClassifier,centroid,0.19190713478706994
Encoded,encoded,MLP,KIP,1,90,Jannis,KNeighborsClassifier,centroid,0.18199997138946317
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Jannis,KNeighborsClassifier,centroid,0.14634679015402802
Original,original,,KIP,4,90,Jannis,KNeighborsClassifier,centroid,0.24810308697748576
Decoded,decoded,GNN,KIP,3,90,Jannis,KNeighborsClassifier,centroid,0.18757432141582076
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Jannis,KNeighborsClassifier,centroid,0.16696329061565973
Encoded,encoded,GNN,KIP,1,90,Jannis,KNeighborsClassifier,centroid,0.15420886625239527
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Jannis,KNeighborsClassifier,centroid,0.10726699223009732
Original,original,,KIP,4,90,Jannis,KNeighborsClassifier,centroid,0.24810308697748576
Decoded,decoded,MLP,KMeans,2,90,Jannis,KNeighborsClassifier,centroid,0.3027398337544208
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Jannis,KNeighborsClassifier,centroid,0.302504401165015
Encoded,encoded,MLP,KMeans,3,90,Jannis,KNeighborsClassifier,centroid,0.30484933301112055
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,90,Jannis,KNeighborsClassifier,centroid,0.32168493571847295
Original,original,,KMeans,0,90,Jannis,KNeighborsClassifier,centroid,-0.0026468877587980805
Decoded,decoded,GNN,KMeans,3,90,Jannis,KNeighborsClassifier,centroid,0.2504029840025025
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Jannis,KNeighborsClassifier,centroid,0.20851140523865047
Encoded,encoded,GNN,KMeans,4,90,Jannis,KNeighborsClassifier,centroid,0.272635145963845
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Jannis,KNeighborsClassifier,centroid,0.12766721539228526
Original,original,,KMeans,0,90,Jannis,KNeighborsClassifier,centroid,-0.0026468877587980805
Decoded,decoded,MLP,KMeans,1,90,Jannis,KNeighborsClassifier,closest,0.3032689450904893
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,Jannis,KNeighborsClassifier,closest,0.315921886196311
Encoded,encoded,MLP,KMeans,3,90,Jannis,KNeighborsClassifier,closest,0.31192705965457596
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Jannis,KNeighborsClassifier,closest,0.30788418424053593
Original,original,,KMeans,0,90,Jannis,KNeighborsClassifier,closest,0.05982561189255866
Decoded,decoded,GNN,KMeans,3,90,Jannis,KNeighborsClassifier,closest,0.2290402916683592
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Jannis,KNeighborsClassifier,closest,0.20791294777498384
Encoded,encoded,GNN,KMeans,4,90,Jannis,KNeighborsClassifier,closest,0.2869077112052403
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Jannis,KNeighborsClassifier,closest,0.1493581409638094
Original,original,,KMeans,0,90,Jannis,KNeighborsClassifier,closest,0.05982561189255866
Decoded,decoded,MLP,Agglo,3,90,Jannis,LogisticRegression,centroid,0.2950332433874948
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Jannis,LogisticRegression,centroid,0.3516784570709043
Encoded,encoded,MLP,Agglo,2,90,Jannis,LogisticRegression,centroid,0.0657725709725454
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Jannis,LogisticRegression,centroid,0.0221894907466589
Original,original,,Agglo,1,90,Jannis,LogisticRegression,centroid,0.0614625419585617
Decoded,decoded,GNN,Agglo,4,90,Jannis,LogisticRegression,centroid,0.2188557327847812
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Jannis,LogisticRegression,centroid,0.2110485808817935
Encoded,encoded,GNN,Agglo,1,90,Jannis,LogisticRegression,centroid,0.0605047618406855
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Jannis,LogisticRegression,centroid,0.033362865102609
Original,original,,Agglo,2,90,Jannis,LogisticRegression,centroid,0.0614625419585617
Decoded,decoded,MLP,Agglo,3,90,Jannis,LogisticRegression,closest,0.2894365750974803
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Jannis,LogisticRegression,closest,0.3282408467472701
Encoded,encoded,MLP,Agglo,1,90,Jannis,LogisticRegression,closest,0.0777446560941306
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Jannis,LogisticRegression,closest,0.0370352489256072
Original,original,,Agglo,2,90,Jannis,LogisticRegression,closest,0.1186088814005081
Decoded,decoded,GNN,Agglo,4,90,Jannis,LogisticRegression,closest,0.2697799948497461
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Jannis,LogisticRegression,closest,0.2599164750970884
Encoded,encoded,GNN,Agglo,1,90,Jannis,LogisticRegression,closest,0.0667329757532172
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Jannis,LogisticRegression,closest,0.0332053853348778
Original,original,,Agglo,2,90,Jannis,LogisticRegression,closest,0.1186088814005081
Decoded,decoded,MLP,KIP,4,90,Jannis,LogisticRegression,centroid,0.24556308147833125
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Jannis,LogisticRegression,centroid,0.24512550952652773
Encoded,encoded,MLP,KIP,2,90,Jannis,LogisticRegression,centroid,0.18827787149754452
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Jannis,LogisticRegression,centroid,0.12122774036421587
Original,original,,KIP,1,90,Jannis,LogisticRegression,centroid,0.18264323801469906
Decoded,decoded,GNN,KIP,4,90,Jannis,LogisticRegression,centroid,0.24088094921410566
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Jannis,LogisticRegression,centroid,0.18952979868392744
Encoded,encoded,GNN,KIP,1,90,Jannis,LogisticRegression,centroid,0.12985320297951702
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Jannis,LogisticRegression,centroid,0.0264414075083247
Original,original,,KIP,2,90,Jannis,LogisticRegression,centroid,0.18264323801469906
Decoded,decoded,MLP,KMeans,4,90,Jannis,LogisticRegression,centroid,0.3318652029378183
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Jannis,LogisticRegression,centroid,0.2975479660822589
Encoded,encoded,MLP,KMeans,1,90,Jannis,LogisticRegression,centroid,0.058333138023918665
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Jannis,LogisticRegression,centroid,0.02059478259918058
Original,original,,KMeans,2,90,Jannis,LogisticRegression,centroid,0.06254769585289223
Decoded,decoded,GNN,KMeans,4,90,Jannis,LogisticRegression,centroid,0.28111044233552984
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Jannis,LogisticRegression,centroid,0.25890009476141695
Encoded,encoded,GNN,KMeans,1,90,Jannis,LogisticRegression,centroid,0.05574629255290002
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,LogisticRegression,centroid,0.03243950873114404
Original,original,,KMeans,2,90,Jannis,LogisticRegression,centroid,0.06254769585289223
Decoded,decoded,MLP,KMeans,4,90,Jannis,LogisticRegression,closest,0.3303166444950433
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Jannis,LogisticRegression,closest,0.32311881360509853
Encoded,encoded,MLP,KMeans,1,90,Jannis,LogisticRegression,closest,0.07340574839597978
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Jannis,LogisticRegression,closest,0.026946954529824117
Original,original,,KMeans,2,90,Jannis,LogisticRegression,closest,0.12018834432352336
Decoded,decoded,GNN,KMeans,4,90,Jannis,LogisticRegression,closest,0.29589614379366685
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Jannis,LogisticRegression,closest,0.2519188909698069
Encoded,encoded,GNN,KMeans,1,90,Jannis,LogisticRegression,closest,0.060026858802826856
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,LogisticRegression,closest,0.03707148405901798
Original,original,,KMeans,2,90,Jannis,LogisticRegression,closest,0.12018834432352336
Decoded,decoded,MLP,Agglo,3,90,Jannis,MLPClassifier,centroid,0.3363906080463517
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Jannis,MLPClassifier,centroid,0.3637416315296737
Encoded,encoded,MLP,Agglo,2,90,Jannis,MLPClassifier,centroid,0.3240073741308505
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Jannis,MLPClassifier,centroid,0.2678659692484791
Original,original,,Agglo,0,90,Jannis,MLPClassifier,centroid,0.1794069825332456
Decoded,decoded,GNN,Agglo,3,90,Jannis,MLPClassifier,centroid,0.2466686735739516
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Jannis,MLPClassifier,centroid,0.2137443639890929
Encoded,encoded,GNN,Agglo,4,90,Jannis,MLPClassifier,centroid,0.2975603542270144
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Jannis,MLPClassifier,centroid,0.145074722200556
Original,original,,Agglo,1,90,Jannis,MLPClassifier,centroid,0.1794069825332456
Decoded,decoded,MLP,Agglo,1,90,Jannis,MLPClassifier,closest,0.3335929706962171
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Jannis,MLPClassifier,closest,0.3500022669027683
Encoded,encoded,MLP,Agglo,3,90,Jannis,MLPClassifier,closest,0.3702464248651372
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,90,Jannis,MLPClassifier,closest,0.4435491431931213
Original,original,,Agglo,0,90,Jannis,MLPClassifier,closest,0.1306813579155839
Decoded,decoded,GNN,Agglo,3,90,Jannis,MLPClassifier,closest,0.2854876824095722
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Jannis,MLPClassifier,closest,0.2677302415787786
Encoded,encoded,GNN,Agglo,4,90,Jannis,MLPClassifier,closest,0.291849872161725
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Jannis,MLPClassifier,closest,0.1322489587825507
Original,original,,Agglo,0,90,Jannis,MLPClassifier,closest,0.1306813579155839
Decoded,decoded,MLP,KIP,3,90,Jannis,MLPClassifier,centroid,0.25447275673497527
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,Jannis,MLPClassifier,centroid,0.25485280853495695
Encoded,encoded,MLP,KIP,2,90,Jannis,MLPClassifier,centroid,0.21565171377491166
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,Jannis,MLPClassifier,centroid,0.15914172411098557
Original,original,,KIP,0,90,Jannis,MLPClassifier,centroid,0.1507661450928073
Decoded,decoded,GNN,KIP,4,90,Jannis,MLPClassifier,centroid,0.2516688379512613
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Jannis,MLPClassifier,centroid,0.19771834982943787
Encoded,encoded,GNN,KIP,2,90,Jannis,MLPClassifier,centroid,0.1627016925705968
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Jannis,MLPClassifier,centroid,0.05998376568146998
Original,original,,KIP,1,90,Jannis,MLPClassifier,centroid,0.1507661450928073
Decoded,decoded,MLP,KMeans,4,90,Jannis,MLPClassifier,centroid,0.3563025805948396
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Jannis,MLPClassifier,centroid,0.3266996667545494
Encoded,encoded,MLP,KMeans,3,90,Jannis,MLPClassifier,centroid,0.33362583183334565
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Jannis,MLPClassifier,centroid,0.26931597766789206
Original,original,,KMeans,0,90,Jannis,MLPClassifier,centroid,0.18466515840636663
Decoded,decoded,GNN,KMeans,4,90,Jannis,MLPClassifier,centroid,0.30350822004728484
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Jannis,MLPClassifier,centroid,0.2637184324836494
Encoded,encoded,GNN,KMeans,3,90,Jannis,MLPClassifier,centroid,0.28525000499578096
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,MLPClassifier,centroid,0.14739848017957016
Original,original,,KMeans,1,90,Jannis,MLPClassifier,centroid,0.18466515840636663
Decoded,decoded,MLP,KMeans,3,90,Jannis,MLPClassifier,closest,0.3576808718028165
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Jannis,MLPClassifier,closest,0.3565786055518275
Encoded,encoded,MLP,KMeans,4,90,Jannis,MLPClassifier,closest,0.36957055836930836
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Jannis,MLPClassifier,closest,0.3275016991027147
Original,original,,KMeans,0,90,Jannis,MLPClassifier,closest,0.14151746113192862
Decoded,decoded,GNN,KMeans,4,90,Jannis,MLPClassifier,closest,0.3051839088437212
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Jannis,MLPClassifier,closest,0.26385194696865677
Encoded,encoded,GNN,KMeans,2,90,Jannis,MLPClassifier,closest,0.2556198166981706
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Jannis,MLPClassifier,closest,0.14721717809497226
Original,original,,KMeans,0,90,Jannis,MLPClassifier,closest,0.14151746113192862
Decoded,decoded,MLP,Agglo,3,90,Jannis,XGBClassifier,centroid,0.3685153430766495
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Jannis,XGBClassifier,centroid,0.3992820761976366
Encoded,encoded,MLP,Agglo,1,90,Jannis,XGBClassifier,centroid,0.1765593128559932
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Jannis,XGBClassifier,centroid,0.1387531604254342
Original,original,,Agglo,2,90,Jannis,XGBClassifier,centroid,0.3376535766583836
Decoded,decoded,GNN,Agglo,3,90,Jannis,XGBClassifier,centroid,0.305188458390955
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Jannis,XGBClassifier,centroid,0.2956874697189512
Encoded,encoded,GNN,Agglo,1,90,Jannis,XGBClassifier,centroid,0.1724559847566727
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Jannis,XGBClassifier,centroid,0.1554564244680374
Original,original,,Agglo,4,90,Jannis,XGBClassifier,centroid,0.3376535766583836
Decoded,decoded,MLP,Agglo,3,90,Jannis,XGBClassifier,closest,0.376108405137023
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Jannis,XGBClassifier,closest,0.474729557153656
Encoded,encoded,MLP,Agglo,2,90,Jannis,XGBClassifier,closest,0.1866627332404148
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Jannis,XGBClassifier,closest,0.1466721721062853
Original,original,,Agglo,1,90,Jannis,XGBClassifier,closest,0.166154337331902
Decoded,decoded,GNN,Agglo,4,90,Jannis,XGBClassifier,closest,0.3506194298137877
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Jannis,XGBClassifier,closest,0.3143002550054488
Encoded,encoded,GNN,Agglo,2,90,Jannis,XGBClassifier,closest,0.1881416359162757
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Jannis,XGBClassifier,closest,0.1670329118527998
Original,original,,Agglo,0,90,Jannis,XGBClassifier,closest,0.166154337331902
Decoded,decoded,MLP,KIP,3,90,Jannis,XGBClassifier,centroid,0.3006283733258057
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Jannis,XGBClassifier,centroid,0.2856941875314684
Encoded,encoded,MLP,KIP,1,90,Jannis,XGBClassifier,centroid,0.2503733814482517
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Jannis,XGBClassifier,centroid,0.1967793585371182
Original,original,,KIP,4,90,Jannis,XGBClassifier,centroid,0.3164426875592897
Decoded,decoded,GNN,KIP,3,90,Jannis,XGBClassifier,centroid,0.26893549135709305
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Jannis,XGBClassifier,centroid,0.23663242165605608
Encoded,encoded,GNN,KIP,1,90,Jannis,XGBClassifier,centroid,0.21928338583179402
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Jannis,XGBClassifier,centroid,0.130611314153413
Original,original,,KIP,4,90,Jannis,XGBClassifier,centroid,0.3164426875592897
Decoded,decoded,MLP,KMeans,4,90,Jannis,XGBClassifier,centroid,0.4054205554205961
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Jannis,XGBClassifier,centroid,0.3612469888592883
Encoded,encoded,MLP,KMeans,1,90,Jannis,XGBClassifier,centroid,0.17524189553597955
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Jannis,XGBClassifier,centroid,0.1235485453560915
Original,original,,KMeans,2,90,Jannis,XGBClassifier,centroid,0.3336627345975487
Decoded,decoded,GNN,KMeans,3,90,Jannis,XGBClassifier,centroid,0.3279550639413608
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Jannis,XGBClassifier,centroid,0.3236324230131899
Encoded,encoded,GNN,KMeans,1,90,Jannis,XGBClassifier,centroid,0.17064061467305966
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,XGBClassifier,centroid,0.14781311452716772
Original,original,,KMeans,4,90,Jannis,XGBClassifier,centroid,0.3336627345975487
Decoded,decoded,MLP,KMeans,4,90,Jannis,XGBClassifier,closest,0.37657553739107297
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Jannis,XGBClassifier,closest,0.37102437140953276
Encoded,encoded,MLP,KMeans,2,90,Jannis,XGBClassifier,closest,0.18690658983479602
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Jannis,XGBClassifier,closest,0.14157101134971023
Original,original,,KMeans,1,90,Jannis,XGBClassifier,closest,0.17425259246492136
Decoded,decoded,GNN,KMeans,4,90,Jannis,XGBClassifier,closest,0.3256656741494502
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Jannis,XGBClassifier,closest,0.30268779678820706
Encoded,encoded,GNN,KMeans,2,90,Jannis,XGBClassifier,closest,0.19188870281075984
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Jannis,XGBClassifier,closest,0.1576006552242188
Original,original,,KMeans,1,90,Jannis,XGBClassifier,closest,0.17425259246492136
Decoded,decoded,MLP,Agglo,3,90,LawSchoolAdmissions,GaussianNB,centroid,-0.0530424269121633
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,LawSchoolAdmissions,GaussianNB,centroid,-0.1691007800253525
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,GaussianNB,centroid,0.0830320468811873
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,GaussianNB,centroid,-0.1585895342107544
Original,original,,Agglo,0,90,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,90,LawSchoolAdmissions,GaussianNB,centroid,-0.0461524763286088
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,LawSchoolAdmissions,GaussianNB,centroid,-0.168657929945335
Encoded,encoded,GNN,Agglo,3,90,LawSchoolAdmissions,GaussianNB,centroid,0.08641317209529
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,LawSchoolAdmissions,GaussianNB,centroid,0.1823605080825997
Original,original,,Agglo,0,90,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,1,90,LawSchoolAdmissions,GaussianNB,closest,-0.1861692530829628
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,GaussianNB,closest,-0.1796776332592126
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,GaussianNB,closest,0.0830297037590707
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,LawSchoolAdmissions,GaussianNB,closest,-0.1493154568736658
Original,original,,Agglo,0,90,LawSchoolAdmissions,GaussianNB,closest,-0.2259308638388307
Decoded,decoded,GNN,Agglo,1,90,LawSchoolAdmissions,GaussianNB,closest,-0.189618328838444
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,LawSchoolAdmissions,GaussianNB,closest,-0.1882147986906634
Encoded,encoded,GNN,Agglo,3,90,LawSchoolAdmissions,GaussianNB,closest,0.0803105105428778
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,LawSchoolAdmissions,GaussianNB,closest,0.1614786037803932
Original,original,,Agglo,0,90,LawSchoolAdmissions,GaussianNB,closest,-0.2259308638388307
Decoded,decoded,MLP,KIP,3,90,LawSchoolAdmissions,GaussianNB,centroid,-0.034176076254566194
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,LawSchoolAdmissions,GaussianNB,centroid,-0.19448593072325152
Encoded,encoded,MLP,KIP,4,90,LawSchoolAdmissions,GaussianNB,centroid,0.15521356386530788
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,LawSchoolAdmissions,GaussianNB,centroid,-0.13211670622637833
Original,original,,KIP,0,90,LawSchoolAdmissions,GaussianNB,centroid,-0.244097792544654
Decoded,decoded,GNN,KIP,2,90,LawSchoolAdmissions,GaussianNB,centroid,-0.05939861427758032
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,LawSchoolAdmissions,GaussianNB,centroid,-0.16150039481607664
Encoded,encoded,GNN,KIP,3,90,LawSchoolAdmissions,GaussianNB,centroid,0.09177657861994784
Encoded-FT,encoded,GNN-MultiHead,KIP,4,90,LawSchoolAdmissions,GaussianNB,centroid,0.19201089083159745
Original,original,,KIP,0,90,LawSchoolAdmissions,GaussianNB,centroid,-0.244097792544654
Decoded,decoded,MLP,KMeans,3,90,LawSchoolAdmissions,GaussianNB,centroid,-0.13022650961500157
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,LawSchoolAdmissions,GaussianNB,centroid,-0.1582987527560974
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,GaussianNB,centroid,0.0746190669219107
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,LawSchoolAdmissions,GaussianNB,centroid,-0.15785894873483117
Original,original,,KMeans,0,90,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,90,LawSchoolAdmissions,GaussianNB,centroid,-0.10832792462644777
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,LawSchoolAdmissions,GaussianNB,centroid,-0.15631084795246278
Encoded,encoded,GNN,KMeans,3,90,LawSchoolAdmissions,GaussianNB,centroid,0.08042672939985605
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,LawSchoolAdmissions,GaussianNB,centroid,0.1670594520374618
Original,original,,KMeans,0,90,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,2,90,LawSchoolAdmissions,GaussianNB,closest,-0.16912796024190394
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,LawSchoolAdmissions,GaussianNB,closest,-0.1842214156675204
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,GaussianNB,closest,0.08665193623896089
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,LawSchoolAdmissions,GaussianNB,closest,-0.14815233105503753
Original,original,,KMeans,0,90,LawSchoolAdmissions,GaussianNB,closest,-0.22678586909913992
Decoded,decoded,GNN,KMeans,1,90,LawSchoolAdmissions,GaussianNB,closest,-0.21909597662501373
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,LawSchoolAdmissions,GaussianNB,closest,-0.20428580466328167
Encoded,encoded,GNN,KMeans,3,90,LawSchoolAdmissions,GaussianNB,closest,0.06753604307595695
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,LawSchoolAdmissions,GaussianNB,closest,0.15776498953795964
Original,original,,KMeans,0,90,LawSchoolAdmissions,GaussianNB,closest,-0.22678586909913992
Decoded,decoded,MLP,Agglo,3,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1131295816545851
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0744220066523376
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1862787362192819
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0776409126941967
Original,original,,Agglo,1,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0189170746058857
Decoded,decoded,GNN,Agglo,3,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.086974820820019
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0757806689930779
Encoded,encoded,GNN,Agglo,4,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1719831566731773
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0601775046378399
Original,original,,Agglo,1,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0189170746058857
Decoded,decoded,MLP,Agglo,3,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0706228598514256
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0688004135236958
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.215788269329781
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0599731945114128
Original,original,,Agglo,1,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0540083603703733
Decoded,decoded,GNN,Agglo,2,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0725719784575402
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0736057876972614
Encoded,encoded,GNN,Agglo,4,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.193229366720332
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0542964376486356
Original,original,,Agglo,1,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0540083603703733
Decoded,decoded,MLP,KIP,3,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.20570822062224692
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13634820166226713
Encoded,encoded,MLP,KIP,4,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.31876282046043325
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.00926566854359572
Original,original,,KIP,1,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13348704265178188
Decoded,decoded,GNN,KIP,3,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1598922877013476
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.11742479344246211
Encoded,encoded,GNN,KIP,4,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.23086165752719365
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0333732419113621
Original,original,,KIP,2,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.13348704265178188
Decoded,decoded,MLP,KMeans,3,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.09768618781821292
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.05623288902691166
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17575288281588386
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0773679543652902
Original,original,,KMeans,1,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.02605750921438668
Decoded,decoded,GNN,KMeans,3,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.05231932855520044
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.051729076599952586
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.15241024656146054
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.06320864967351239
Original,original,,KMeans,1,90,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.02605750921438668
Decoded,decoded,MLP,KMeans,3,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.057507171285437565
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05310571823181838
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.21664289858862565
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.06301046885087812
Original,original,,KMeans,1,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.04379489715028233
Decoded,decoded,GNN,KMeans,2,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.05829458251268762
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.061150020839632814
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.1723850346918594
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.06094673226383788
Original,original,,KMeans,1,90,LawSchoolAdmissions,KNeighborsClassifier,closest,0.04379489715028233
Decoded,decoded,MLP,Agglo,2,90,LawSchoolAdmissions,LogisticRegression,centroid,0.0980934485121893
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,LawSchoolAdmissions,LogisticRegression,centroid,0.010785779377763
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,LogisticRegression,centroid,0.245787172670377
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,LawSchoolAdmissions,LogisticRegression,centroid,0.1323872750962125
Original,original,,Agglo,0,90,LawSchoolAdmissions,LogisticRegression,centroid,0.0049800796812748
Decoded,decoded,GNN,Agglo,2,90,LawSchoolAdmissions,LogisticRegression,centroid,0.1116761686712507
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,LawSchoolAdmissions,LogisticRegression,centroid,0.0367076118964595
Encoded,encoded,GNN,Agglo,3,90,LawSchoolAdmissions,LogisticRegression,centroid,0.2649477703552519
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,LawSchoolAdmissions,LogisticRegression,centroid,0.2863517574315215
Original,original,,Agglo,0,90,LawSchoolAdmissions,LogisticRegression,centroid,0.0049800796812748
Decoded,decoded,MLP,Agglo,2,90,LawSchoolAdmissions,LogisticRegression,closest,0.0379851105973083
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,LawSchoolAdmissions,LogisticRegression,closest,0.0077393639054368
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,LogisticRegression,closest,0.257305372084441
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,LawSchoolAdmissions,LogisticRegression,closest,0.1089206501028023
Original,original,,Agglo,1,90,LawSchoolAdmissions,LogisticRegression,closest,0.0119013548829257
Decoded,decoded,GNN,Agglo,0,90,LawSchoolAdmissions,LogisticRegression,closest,0.0029880478087649
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,LawSchoolAdmissions,LogisticRegression,closest,0.0044820717131474
Encoded,encoded,GNN,Agglo,3,90,LawSchoolAdmissions,LogisticRegression,closest,0.2207606247975959
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,LawSchoolAdmissions,LogisticRegression,closest,0.229401863246447
Original,original,,Agglo,2,90,LawSchoolAdmissions,LogisticRegression,closest,0.0119013548829257
Decoded,decoded,MLP,KIP,2,90,LawSchoolAdmissions,LogisticRegression,centroid,0.09303203066750011
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,LawSchoolAdmissions,LogisticRegression,centroid,0.025104496946053177
Encoded,encoded,MLP,KIP,4,90,LawSchoolAdmissions,LogisticRegression,centroid,0.28125889636162343
Encoded-FT,encoded,MLP-MultiHead,KIP,3,90,LawSchoolAdmissions,LogisticRegression,centroid,0.12044487456600819
Original,original,,KIP,0,90,LawSchoolAdmissions,LogisticRegression,centroid,0.00029880478087644
Decoded,decoded,GNN,KIP,2,90,LawSchoolAdmissions,LogisticRegression,centroid,0.08646548023407316
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,LawSchoolAdmissions,LogisticRegression,centroid,0.045431883053796085
Encoded,encoded,GNN,KIP,4,90,LawSchoolAdmissions,LogisticRegression,centroid,0.23793050858946066
Encoded-FT,encoded,GNN-MultiHead,KIP,3,90,LawSchoolAdmissions,LogisticRegression,centroid,0.23671551977345812
Original,original,,KIP,0,90,LawSchoolAdmissions,LogisticRegression,centroid,0.00029880478087644
Decoded,decoded,MLP,KMeans,2,90,LawSchoolAdmissions,LogisticRegression,centroid,0.09447521821974857
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,LawSchoolAdmissions,LogisticRegression,centroid,0.018747316970303962
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,LogisticRegression,centroid,0.26042164047025507
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,LawSchoolAdmissions,LogisticRegression,centroid,0.11597956002078642
Original,original,,KMeans,0,90,LawSchoolAdmissions,LogisticRegression,centroid,0.00597609561752982
Decoded,decoded,GNN,KMeans,2,90,LawSchoolAdmissions,LogisticRegression,centroid,0.0551504756023166
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,LawSchoolAdmissions,LogisticRegression,centroid,0.03856050279035086
Encoded,encoded,GNN,KMeans,3,90,LawSchoolAdmissions,LogisticRegression,centroid,0.23588274501238898
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,LawSchoolAdmissions,LogisticRegression,centroid,0.2429802529014377
Original,original,,KMeans,0,90,LawSchoolAdmissions,LogisticRegression,centroid,0.00597609561752982
Decoded,decoded,MLP,KMeans,2,90,LawSchoolAdmissions,LogisticRegression,closest,0.02007358091264424
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,LawSchoolAdmissions,LogisticRegression,closest,0.012491809698822779
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,LogisticRegression,closest,0.2489830846745343
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,LawSchoolAdmissions,LogisticRegression,closest,0.09729117556240062
Original,original,,KMeans,1,90,LawSchoolAdmissions,LogisticRegression,closest,0.01996249406909222
Decoded,decoded,GNN,KMeans,0,90,LawSchoolAdmissions,LogisticRegression,closest,0.0025118806437764
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,LawSchoolAdmissions,LogisticRegression,closest,0.0047656255883836195
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,LogisticRegression,closest,0.22022590168626052
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,LawSchoolAdmissions,LogisticRegression,closest,0.2021620512279803
Original,original,,KMeans,2,90,LawSchoolAdmissions,LogisticRegression,closest,0.01996249406909222
Decoded,decoded,MLP,Agglo,3,90,LawSchoolAdmissions,MLPClassifier,centroid,0.1272292681824686
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,MLPClassifier,centroid,0.0410672997989139
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,MLPClassifier,centroid,0.2186358535611806
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,LawSchoolAdmissions,MLPClassifier,centroid,0.0364355432711498
Original,original,,Agglo,0,90,LawSchoolAdmissions,MLPClassifier,centroid,0.0166856204670919
Decoded,decoded,GNN,Agglo,3,90,LawSchoolAdmissions,MLPClassifier,centroid,0.1639839507753484
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,LawSchoolAdmissions,MLPClassifier,centroid,0.0909612965905752
Encoded,encoded,GNN,Agglo,4,90,LawSchoolAdmissions,MLPClassifier,centroid,0.2371054534226044
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,LawSchoolAdmissions,MLPClassifier,centroid,0.1150031254942423
Original,original,,Agglo,0,90,LawSchoolAdmissions,MLPClassifier,centroid,0.0166856204670919
Decoded,decoded,MLP,Agglo,1,90,LawSchoolAdmissions,MLPClassifier,closest,0.0239345077158286
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,MLPClassifier,closest,0.037184908758162
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,MLPClassifier,closest,0.2133818224267392
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,LawSchoolAdmissions,MLPClassifier,closest,0.04824558100302
Original,original,,Agglo,0,90,LawSchoolAdmissions,MLPClassifier,closest,0.0077393639054368
Decoded,decoded,GNN,Agglo,2,90,LawSchoolAdmissions,MLPClassifier,closest,0.0398604071426957
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,LawSchoolAdmissions,MLPClassifier,closest,0.0306373748860888
Encoded,encoded,GNN,Agglo,4,90,LawSchoolAdmissions,MLPClassifier,closest,0.2194445281256825
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,LawSchoolAdmissions,MLPClassifier,closest,0.1370679851482539
Original,original,,Agglo,0,90,LawSchoolAdmissions,MLPClassifier,closest,0.0077393639054368
Decoded,decoded,MLP,KIP,3,90,LawSchoolAdmissions,MLPClassifier,centroid,0.12612988499687444
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,LawSchoolAdmissions,MLPClassifier,centroid,0.04053182355643584
Encoded,encoded,MLP,KIP,4,90,LawSchoolAdmissions,MLPClassifier,centroid,0.2176944396327732
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,LawSchoolAdmissions,MLPClassifier,centroid,0.004620271277837541
Original,original,,KIP,0,90,LawSchoolAdmissions,MLPClassifier,centroid,0.00039840637450194
Decoded,decoded,GNN,KIP,2,90,LawSchoolAdmissions,MLPClassifier,centroid,0.11797592239736703
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,LawSchoolAdmissions,MLPClassifier,centroid,0.06610608605276429
Encoded,encoded,GNN,KIP,4,90,LawSchoolAdmissions,MLPClassifier,centroid,0.23188907884529933
Encoded-FT,encoded,GNN-MultiHead,KIP,3,90,LawSchoolAdmissions,MLPClassifier,centroid,0.1338555042589566
Original,original,,KIP,0,90,LawSchoolAdmissions,MLPClassifier,centroid,0.00039840637450194
Decoded,decoded,MLP,KMeans,3,90,LawSchoolAdmissions,MLPClassifier,centroid,0.1251203127000504
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,LawSchoolAdmissions,MLPClassifier,centroid,0.05053340513183554
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,MLPClassifier,centroid,0.21876878120787172
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,LawSchoolAdmissions,MLPClassifier,centroid,0.04976577621461219
Original,original,,KMeans,0,90,LawSchoolAdmissions,MLPClassifier,centroid,0.01973561331234602
Decoded,decoded,GNN,KMeans,3,90,LawSchoolAdmissions,MLPClassifier,centroid,0.10470292742075174
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,LawSchoolAdmissions,MLPClassifier,centroid,0.05510321662311054
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,MLPClassifier,centroid,0.2065320946836473
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,LawSchoolAdmissions,MLPClassifier,centroid,0.09343740350507239
Original,original,,KMeans,0,90,LawSchoolAdmissions,MLPClassifier,centroid,0.01973561331234602
Decoded,decoded,MLP,KMeans,1,90,LawSchoolAdmissions,MLPClassifier,closest,0.03679102117051636
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,LawSchoolAdmissions,MLPClassifier,closest,0.037491244850465774
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,MLPClassifier,closest,0.208517160093087
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,LawSchoolAdmissions,MLPClassifier,closest,0.04650810745675144
Original,original,,KMeans,0,90,LawSchoolAdmissions,MLPClassifier,closest,0.013536026028212241
Decoded,decoded,GNN,KMeans,1,90,LawSchoolAdmissions,MLPClassifier,closest,0.029292094382394822
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,LawSchoolAdmissions,MLPClassifier,closest,0.032042341032844
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,MLPClassifier,closest,0.20769907138930105
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,LawSchoolAdmissions,MLPClassifier,closest,0.10168513093184914
Original,original,,KMeans,0,90,LawSchoolAdmissions,MLPClassifier,closest,0.013536026028212241
Decoded,decoded,MLP,Agglo,1,90,LawSchoolAdmissions,XGBClassifier,centroid,0.1158635778248066
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,LawSchoolAdmissions,XGBClassifier,centroid,0.0187689694906574
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,XGBClassifier,centroid,0.2401386890999329
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,XGBClassifier,centroid,0.1209763968699869
Original,original,,Agglo,3,90,LawSchoolAdmissions,XGBClassifier,centroid,0.1684782608695652
Decoded,decoded,GNN,Agglo,1,90,LawSchoolAdmissions,XGBClassifier,centroid,0.0897336928279322
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,Agglo,4,90,LawSchoolAdmissions,XGBClassifier,centroid,0.2270436213557867
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,LawSchoolAdmissions,XGBClassifier,centroid,0.1064786223725137
Original,original,,Agglo,3,90,LawSchoolAdmissions,XGBClassifier,centroid,0.1684782608695652
Decoded,decoded,MLP,Agglo,3,90,LawSchoolAdmissions,XGBClassifier,closest,0.1039697542533081
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,LawSchoolAdmissions,XGBClassifier,closest,0.0194373733798265
Encoded,encoded,MLP,Agglo,4,90,LawSchoolAdmissions,XGBClassifier,closest,0.2383151703206079
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,LawSchoolAdmissions,XGBClassifier,closest,0.0695883761739432
Original,original,,Agglo,1,90,LawSchoolAdmissions,XGBClassifier,closest,0.0535306787970989
Decoded,decoded,GNN,Agglo,0,90,LawSchoolAdmissions,XGBClassifier,closest,0.0044820717131474
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,LawSchoolAdmissions,XGBClassifier,closest,0.0121884861310899
Encoded,encoded,GNN,Agglo,4,90,LawSchoolAdmissions,XGBClassifier,closest,0.2349712680469049
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,LawSchoolAdmissions,XGBClassifier,closest,0.141470978091415
Original,original,,Agglo,2,90,LawSchoolAdmissions,XGBClassifier,closest,0.0535306787970989
Decoded,decoded,MLP,KIP,3,90,LawSchoolAdmissions,XGBClassifier,centroid,0.10474378478524464
Decoded-FT,decoded,MLP-MultiHead,KIP,0,90,LawSchoolAdmissions,XGBClassifier,centroid,0.03486432342463786
Encoded,encoded,MLP,KIP,4,90,LawSchoolAdmissions,XGBClassifier,centroid,0.3072193268513846
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,LawSchoolAdmissions,XGBClassifier,centroid,0.09139472356321396
Original,original,,KIP,1,90,LawSchoolAdmissions,XGBClassifier,centroid,0.08994833520360894
Decoded,decoded,GNN,KIP,2,90,LawSchoolAdmissions,XGBClassifier,centroid,0.09564106522868825
Decoded-FT,decoded,GNN-MultiHead,KIP,0,90,LawSchoolAdmissions,XGBClassifier,centroid,0.05542913412512511
Encoded,encoded,GNN,KIP,4,90,LawSchoolAdmissions,XGBClassifier,centroid,0.2561122240715775
Encoded-FT,encoded,GNN-MultiHead,KIP,3,90,LawSchoolAdmissions,XGBClassifier,centroid,0.15251602286506147
Original,original,,KIP,1,90,LawSchoolAdmissions,XGBClassifier,centroid,0.08994833520360894
Decoded,decoded,MLP,KMeans,2,90,LawSchoolAdmissions,XGBClassifier,centroid,0.12707581771213822
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,LawSchoolAdmissions,XGBClassifier,centroid,0.04951648980636992
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,XGBClassifier,centroid,0.22820720897129815
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,LawSchoolAdmissions,XGBClassifier,centroid,0.10418684430519884
Original,original,,KMeans,3,90,LawSchoolAdmissions,XGBClassifier,centroid,0.16748695200295227
Decoded,decoded,GNN,KMeans,0,90,LawSchoolAdmissions,XGBClassifier,centroid,0.042973851286724485
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,LawSchoolAdmissions,XGBClassifier,centroid,0.0659473636644348
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,XGBClassifier,centroid,0.22374999058586073
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,LawSchoolAdmissions,XGBClassifier,centroid,0.10606383539565747
Original,original,,KMeans,3,90,LawSchoolAdmissions,XGBClassifier,centroid,0.16748695200295227
Decoded,decoded,MLP,KMeans,0,90,LawSchoolAdmissions,XGBClassifier,closest,0.05269752747045838
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,LawSchoolAdmissions,XGBClassifier,closest,0.05792369275261898
Encoded,encoded,MLP,KMeans,4,90,LawSchoolAdmissions,XGBClassifier,closest,0.24002703740802384
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,LawSchoolAdmissions,XGBClassifier,closest,0.07852314748567168
Original,original,,KMeans,2,90,LawSchoolAdmissions,XGBClassifier,closest,0.06277235104948821
Decoded,decoded,GNN,KMeans,0,90,LawSchoolAdmissions,XGBClassifier,closest,0.01122956190361422
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,LawSchoolAdmissions,XGBClassifier,closest,0.017598980260432738
Encoded,encoded,GNN,KMeans,4,90,LawSchoolAdmissions,XGBClassifier,closest,0.23771530136542673
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,LawSchoolAdmissions,XGBClassifier,closest,0.10889485536116399
Original,original,,KMeans,2,90,LawSchoolAdmissions,XGBClassifier,closest,0.06277235104948821
Decoded,decoded,MLP,Agglo,4,90,MagicTelescope,GaussianNB,centroid,0.0636214922876224
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MagicTelescope,GaussianNB,centroid,-0.0182444812154032
Encoded,encoded,MLP,Agglo,2,90,MagicTelescope,GaussianNB,centroid,-0.0257918150439691
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,MagicTelescope,GaussianNB,centroid,-0.0896163446235846
Original,original,,Agglo,0,90,MagicTelescope,GaussianNB,centroid,-0.103436862089047
Decoded,decoded,GNN,Agglo,3,90,MagicTelescope,GaussianNB,centroid,0.0880646898696549
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MagicTelescope,GaussianNB,centroid,0.0289416286022402
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,GaussianNB,centroid,0.1746792436313766
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,MagicTelescope,GaussianNB,centroid,-0.083295441144109
Original,original,,Agglo,0,90,MagicTelescope,GaussianNB,centroid,-0.103436862089047
Decoded,decoded,MLP,Agglo,2,90,MagicTelescope,GaussianNB,closest,-0.0697460453320268
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MagicTelescope,GaussianNB,closest,-0.0339145225158631
Encoded,encoded,MLP,Agglo,4,90,MagicTelescope,GaussianNB,closest,-0.0306288441828599
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,GaussianNB,closest,-0.0926378921081714
Original,original,,Agglo,1,90,MagicTelescope,GaussianNB,closest,-0.0732147003862572
Decoded,decoded,GNN,Agglo,2,90,MagicTelescope,GaussianNB,closest,-0.0694411854459951
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MagicTelescope,GaussianNB,closest,-0.0576869067694092
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,GaussianNB,closest,0.1838180494073621
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,GaussianNB,closest,-0.0844674647936983
Original,original,,Agglo,1,90,MagicTelescope,GaussianNB,closest,-0.0732147003862572
Decoded,decoded,MLP,KIP,4,90,MagicTelescope,GaussianNB,centroid,0.2659913143807545
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,MagicTelescope,GaussianNB,centroid,0.16417504246154135
Encoded,encoded,MLP,KIP,2,90,MagicTelescope,GaussianNB,centroid,0.035156089477440325
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MagicTelescope,GaussianNB,centroid,-0.09092392909986394
Original,original,,KIP,1,90,MagicTelescope,GaussianNB,centroid,-0.04305472645284122
Decoded,decoded,GNN,KIP,4,90,MagicTelescope,GaussianNB,centroid,0.3137289075256319
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,MagicTelescope,GaussianNB,centroid,-0.008705497447444359
Encoded,encoded,GNN,KIP,3,90,MagicTelescope,GaussianNB,centroid,0.2590250684187042
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MagicTelescope,GaussianNB,centroid,-0.0876991619544588
Original,original,,KIP,1,90,MagicTelescope,GaussianNB,centroid,-0.04305472645284122
Decoded,decoded,MLP,KMeans,4,90,MagicTelescope,GaussianNB,centroid,0.04258573462418042
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,MagicTelescope,GaussianNB,centroid,-0.033611000001215766
Encoded,encoded,MLP,KMeans,3,90,MagicTelescope,GaussianNB,centroid,-0.024411100668807237
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,GaussianNB,centroid,-0.08828310693256845
Original,original,,KMeans,1,90,MagicTelescope,GaussianNB,centroid,-0.0859908523797308
Decoded,decoded,GNN,KMeans,3,90,MagicTelescope,GaussianNB,centroid,0.09156872447596313
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MagicTelescope,GaussianNB,centroid,0.007897968289708719
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,GaussianNB,centroid,0.16774302773586666
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,GaussianNB,centroid,-0.08714214677286201
Original,original,,KMeans,1,90,MagicTelescope,GaussianNB,centroid,-0.0859908523797308
Decoded,decoded,MLP,KMeans,3,90,MagicTelescope,GaussianNB,closest,-0.05676320867005704
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,MagicTelescope,GaussianNB,closest,-0.069404650891358
Encoded,encoded,MLP,KMeans,4,90,MagicTelescope,GaussianNB,closest,-0.013459062454027781
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,GaussianNB,closest,-0.09154446942221903
Original,original,,KMeans,1,90,MagicTelescope,GaussianNB,closest,-0.07069880086418504
Decoded,decoded,GNN,KMeans,2,90,MagicTelescope,GaussianNB,closest,-0.06810107852923183
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MagicTelescope,GaussianNB,closest,-0.05957570069142093
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,GaussianNB,closest,0.1590426366155264
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,GaussianNB,closest,-0.08779794506807823
Original,original,,KMeans,1,90,MagicTelescope,GaussianNB,closest,-0.07069880086418504
Decoded,decoded,MLP,Agglo,3,90,MagicTelescope,KNeighborsClassifier,centroid,0.1726203815174507
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MagicTelescope,KNeighborsClassifier,centroid,0.1777639996774812
Encoded,encoded,MLP,Agglo,1,90,MagicTelescope,KNeighborsClassifier,centroid,0.0609421440268691
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,KNeighborsClassifier,centroid,-0.0038732834912099
Original,original,,Agglo,2,90,MagicTelescope,KNeighborsClassifier,centroid,0.1059827230036505
Decoded,decoded,GNN,Agglo,4,90,MagicTelescope,KNeighborsClassifier,centroid,0.2701197489914338
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MagicTelescope,KNeighborsClassifier,centroid,0.1812035510427642
Encoded,encoded,GNN,Agglo,3,90,MagicTelescope,KNeighborsClassifier,centroid,0.1881315876542043
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,KNeighborsClassifier,centroid,-0.0077526837175291
Original,original,,Agglo,1,90,MagicTelescope,KNeighborsClassifier,centroid,0.1059827230036505
Decoded,decoded,MLP,Agglo,4,90,MagicTelescope,KNeighborsClassifier,closest,0.1704080696418094
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MagicTelescope,KNeighborsClassifier,closest,0.1672351523206058
Encoded,encoded,MLP,Agglo,1,90,MagicTelescope,KNeighborsClassifier,closest,0.1186988592289021
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,KNeighborsClassifier,closest,1.2233470218437366e-05
Original,original,,Agglo,2,90,MagicTelescope,KNeighborsClassifier,closest,0.1556711865632012
Decoded,decoded,GNN,Agglo,2,90,MagicTelescope,KNeighborsClassifier,closest,0.1905054369434118
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MagicTelescope,KNeighborsClassifier,closest,0.1987352259994607
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,KNeighborsClassifier,closest,0.2341447275133525
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,KNeighborsClassifier,closest,-0.0049020071232161
Original,original,,Agglo,1,90,MagicTelescope,KNeighborsClassifier,closest,0.1556711865632012
Decoded,decoded,MLP,KIP,3,90,MagicTelescope,KNeighborsClassifier,centroid,0.28512259883392793
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,MagicTelescope,KNeighborsClassifier,centroid,0.28181811610119306
Encoded,encoded,MLP,KIP,1,90,MagicTelescope,KNeighborsClassifier,centroid,0.21339320319515998
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MagicTelescope,KNeighborsClassifier,centroid,0.043642070904081266
Original,original,,KIP,4,90,MagicTelescope,KNeighborsClassifier,centroid,0.45145230753832
Decoded,decoded,GNN,KIP,2,90,MagicTelescope,KNeighborsClassifier,centroid,0.32108916809622173
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,MagicTelescope,KNeighborsClassifier,centroid,0.2925056649308114
Encoded,encoded,GNN,KIP,3,90,MagicTelescope,KNeighborsClassifier,centroid,0.3374945296925785
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MagicTelescope,KNeighborsClassifier,centroid,0.01927766919028326
Original,original,,KIP,4,90,MagicTelescope,KNeighborsClassifier,centroid,0.45145230753832
Decoded,decoded,MLP,KMeans,4,90,MagicTelescope,KNeighborsClassifier,centroid,0.1639257761997837
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MagicTelescope,KNeighborsClassifier,centroid,0.1631883203723423
Encoded,encoded,MLP,KMeans,1,90,MagicTelescope,KNeighborsClassifier,centroid,0.06600513249682342
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,KNeighborsClassifier,centroid,-0.0063571227990179
Original,original,,KMeans,2,90,MagicTelescope,KNeighborsClassifier,centroid,0.10736477149823864
Decoded,decoded,GNN,KMeans,4,90,MagicTelescope,KNeighborsClassifier,centroid,0.25933661227406307
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MagicTelescope,KNeighborsClassifier,centroid,0.16914251714771084
Encoded,encoded,GNN,KMeans,3,90,MagicTelescope,KNeighborsClassifier,centroid,0.17970700838826806
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,KNeighborsClassifier,centroid,-0.0069879806155103
Original,original,,KMeans,1,90,MagicTelescope,KNeighborsClassifier,centroid,0.10736477149823864
Decoded,decoded,MLP,KMeans,4,90,MagicTelescope,KNeighborsClassifier,closest,0.16875833057616862
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MagicTelescope,KNeighborsClassifier,closest,0.1657614084060622
Encoded,encoded,MLP,KMeans,1,90,MagicTelescope,KNeighborsClassifier,closest,0.11623370376651865
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,KNeighborsClassifier,closest,-0.0021431371622241398
Original,original,,KMeans,2,90,MagicTelescope,KNeighborsClassifier,closest,0.1554283521793649
Decoded,decoded,GNN,KMeans,2,90,MagicTelescope,KNeighborsClassifier,closest,0.1761429536601708
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MagicTelescope,KNeighborsClassifier,closest,0.1879941835409779
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,KNeighborsClassifier,closest,0.2107119601633724
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,KNeighborsClassifier,closest,-0.0062418501455504
Original,original,,KMeans,1,90,MagicTelescope,KNeighborsClassifier,closest,0.1554283521793649
Decoded,decoded,MLP,Agglo,4,90,MagicTelescope,LogisticRegression,centroid,0.0625541806104301
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MagicTelescope,LogisticRegression,centroid,0.0378777476898511
Encoded,encoded,MLP,Agglo,2,90,MagicTelescope,LogisticRegression,centroid,0.0331270509417575
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,LogisticRegression,centroid,0.0224670962388466
Original,original,,Agglo,1,90,MagicTelescope,LogisticRegression,centroid,0.031678443205721
Decoded,decoded,GNN,Agglo,3,90,MagicTelescope,LogisticRegression,centroid,0.154317752878732
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MagicTelescope,LogisticRegression,centroid,0.0533607076593678
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,LogisticRegression,centroid,0.2347451368459024
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,LogisticRegression,centroid,0.0191471332109775
Original,original,,Agglo,1,90,MagicTelescope,LogisticRegression,centroid,0.031678443205721
Decoded,decoded,MLP,Agglo,1,90,MagicTelescope,LogisticRegression,closest,0.0252920031924074
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,MagicTelescope,LogisticRegression,closest,0.0261431854908489
Encoded,encoded,MLP,Agglo,3,90,MagicTelescope,LogisticRegression,closest,0.0307186627203005
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,LogisticRegression,closest,0.023034460831667
Original,original,,Agglo,4,90,MagicTelescope,LogisticRegression,closest,0.0392659629179168
Decoded,decoded,GNN,Agglo,3,90,MagicTelescope,LogisticRegression,closest,0.0536567121939514
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,MagicTelescope,LogisticRegression,closest,0.0389642711964839
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,LogisticRegression,closest,0.2421095021788696
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,LogisticRegression,closest,0.024616040412608
Original,original,,Agglo,2,90,MagicTelescope,LogisticRegression,closest,0.0392659629179168
Decoded,decoded,MLP,KIP,4,90,MagicTelescope,LogisticRegression,centroid,0.10320835875641257
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,MagicTelescope,LogisticRegression,centroid,0.07511544312257963
Encoded,encoded,MLP,KIP,1,90,MagicTelescope,LogisticRegression,centroid,0.05965550271888148
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MagicTelescope,LogisticRegression,centroid,0.02105819048338648
Original,original,,KIP,2,90,MagicTelescope,LogisticRegression,centroid,0.07394079530162534
Decoded,decoded,GNN,KIP,3,90,MagicTelescope,LogisticRegression,centroid,0.18909381718835772
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,MagicTelescope,LogisticRegression,centroid,0.04665318532564964
Encoded,encoded,GNN,KIP,4,90,MagicTelescope,LogisticRegression,centroid,0.287077113649763
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MagicTelescope,LogisticRegression,centroid,0.020065803460030278
Original,original,,KIP,2,90,MagicTelescope,LogisticRegression,centroid,0.07394079530162534
Decoded,decoded,MLP,KMeans,4,90,MagicTelescope,LogisticRegression,centroid,0.06834519924246665
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MagicTelescope,LogisticRegression,centroid,0.040113570413195784
Encoded,encoded,MLP,KMeans,2,90,MagicTelescope,LogisticRegression,centroid,0.030797037571452003
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,LogisticRegression,centroid,0.0197506791448962
Original,original,,KMeans,1,90,MagicTelescope,LogisticRegression,centroid,0.027677588502783002
Decoded,decoded,GNN,KMeans,3,90,MagicTelescope,LogisticRegression,centroid,0.1410319427619849
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MagicTelescope,LogisticRegression,centroid,0.03156134132031016
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,LogisticRegression,centroid,0.2304942625763335
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,LogisticRegression,centroid,0.02035557917092184
Original,original,,KMeans,1,90,MagicTelescope,LogisticRegression,centroid,0.027677588502783002
Decoded,decoded,MLP,KMeans,1,90,MagicTelescope,LogisticRegression,closest,0.022552729023691438
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,MagicTelescope,LogisticRegression,closest,0.02926631769004882
Encoded,encoded,MLP,KMeans,4,90,MagicTelescope,LogisticRegression,closest,0.03407242388715968
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,LogisticRegression,closest,0.0209216979990039
Original,original,,KMeans,3,90,MagicTelescope,LogisticRegression,closest,0.032098482577303064
Decoded,decoded,GNN,KMeans,3,90,MagicTelescope,LogisticRegression,closest,0.05989582698602656
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MagicTelescope,LogisticRegression,closest,0.03214083857840906
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,LogisticRegression,closest,0.23455913875408899
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,LogisticRegression,closest,0.021223606375173943
Original,original,,KMeans,1,90,MagicTelescope,LogisticRegression,closest,0.032098482577303064
Decoded,decoded,MLP,Agglo,4,90,MagicTelescope,MLPClassifier,centroid,0.0931531167805636
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,MagicTelescope,MLPClassifier,centroid,0.0532896096879306
Encoded,encoded,MLP,Agglo,1,90,MagicTelescope,MLPClassifier,centroid,0.0424016987127415
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,MLPClassifier,centroid,0.0253484514737164
Original,original,,Agglo,3,90,MagicTelescope,MLPClassifier,centroid,0.0568023265542071
Decoded,decoded,GNN,Agglo,3,90,MagicTelescope,MLPClassifier,centroid,0.1498653044723449
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MagicTelescope,MLPClassifier,centroid,0.0996193657138755
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,MLPClassifier,centroid,0.2289602671132949
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,MLPClassifier,centroid,0.0265094616119095
Original,original,,Agglo,1,90,MagicTelescope,MLPClassifier,centroid,0.0568023265542071
Decoded,decoded,MLP,Agglo,2,90,MagicTelescope,MLPClassifier,closest,0.0565257027997561
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MagicTelescope,MLPClassifier,closest,0.0597860848266068
Encoded,encoded,MLP,Agglo,1,90,MagicTelescope,MLPClassifier,closest,0.0363623949302017
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,MLPClassifier,closest,0.0238746540853686
Original,original,,Agglo,4,90,MagicTelescope,MLPClassifier,closest,0.07144341465442
Decoded,decoded,GNN,Agglo,3,90,MagicTelescope,MLPClassifier,closest,0.072929626377114
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MagicTelescope,MLPClassifier,closest,0.072291907419292
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,MLPClassifier,closest,0.2160515184080289
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,MLPClassifier,closest,0.027694490788294
Original,original,,Agglo,1,90,MagicTelescope,MLPClassifier,closest,0.07144341465442
Decoded,decoded,MLP,KIP,4,90,MagicTelescope,MLPClassifier,centroid,0.1291411925425474
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,MagicTelescope,MLPClassifier,centroid,0.10597620657884155
Encoded,encoded,MLP,KIP,1,90,MagicTelescope,MLPClassifier,centroid,0.05947934281752487
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MagicTelescope,MLPClassifier,centroid,0.023065023584536482
Original,original,,KIP,2,90,MagicTelescope,MLPClassifier,centroid,0.07438879644108018
Decoded,decoded,GNN,KIP,3,90,MagicTelescope,MLPClassifier,centroid,0.19553683090111335
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,MagicTelescope,MLPClassifier,centroid,0.07763223020278007
Encoded,encoded,GNN,KIP,4,90,MagicTelescope,MLPClassifier,centroid,0.26211404239333247
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MagicTelescope,MLPClassifier,centroid,0.02320098753330948
Original,original,,KIP,1,90,MagicTelescope,MLPClassifier,centroid,0.07438879644108018
Decoded,decoded,MLP,KMeans,4,90,MagicTelescope,MLPClassifier,centroid,0.07590215777323545
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MagicTelescope,MLPClassifier,centroid,0.06293441399214222
Encoded,encoded,MLP,KMeans,1,90,MagicTelescope,MLPClassifier,centroid,0.03947585600883464
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,MLPClassifier,centroid,0.0243053235364444
Original,original,,KMeans,2,90,MagicTelescope,MLPClassifier,centroid,0.05836631678034774
Decoded,decoded,GNN,KMeans,3,90,MagicTelescope,MLPClassifier,centroid,0.14707780063334694
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MagicTelescope,MLPClassifier,centroid,0.08544030675280412
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,MLPClassifier,centroid,0.22198125219612272
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,MLPClassifier,centroid,0.02586580536374806
Original,original,,KMeans,1,90,MagicTelescope,MLPClassifier,centroid,0.05836631678034774
Decoded,decoded,MLP,KMeans,2,90,MagicTelescope,MLPClassifier,closest,0.055323725358221
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MagicTelescope,MLPClassifier,closest,0.05782256893598896
Encoded,encoded,MLP,KMeans,1,90,MagicTelescope,MLPClassifier,closest,0.03754380775701582
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,MLPClassifier,closest,0.02515586736525182
Original,original,,KMeans,4,90,MagicTelescope,MLPClassifier,closest,0.0657360593772214
Decoded,decoded,GNN,KMeans,3,90,MagicTelescope,MLPClassifier,closest,0.07753847499078366
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,MagicTelescope,MLPClassifier,closest,0.059034153992800695
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,MLPClassifier,closest,0.22256477988575574
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,MLPClassifier,closest,0.02561800445512672
Original,original,,KMeans,2,90,MagicTelescope,MLPClassifier,closest,0.0657360593772214
Decoded,decoded,MLP,Agglo,2,90,MagicTelescope,XGBClassifier,centroid,0.108174934655493
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,MagicTelescope,XGBClassifier,centroid,0.0510573684352348
Encoded,encoded,MLP,Agglo,3,90,MagicTelescope,XGBClassifier,centroid,0.1408054215731184
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,MagicTelescope,XGBClassifier,centroid,0.0910455121123117
Original,original,,Agglo,4,90,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,90,MagicTelescope,XGBClassifier,centroid,0.2528964457977418
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,MagicTelescope,XGBClassifier,centroid,0.0568772062191802
Encoded,encoded,GNN,Agglo,2,90,MagicTelescope,XGBClassifier,centroid,0.2330648594756271
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,XGBClassifier,centroid,0.0483546657325321
Original,original,,Agglo,4,90,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,0,90,MagicTelescope,XGBClassifier,closest,0.0391293686508043
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,MagicTelescope,XGBClassifier,closest,0.068907601519765
Encoded,encoded,MLP,Agglo,4,90,MagicTelescope,XGBClassifier,closest,0.1097545202231145
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,MagicTelescope,XGBClassifier,closest,0.0564387917329094
Original,original,,Agglo,3,90,MagicTelescope,XGBClassifier,closest,0.1049675298429038
Decoded,decoded,GNN,Agglo,1,90,MagicTelescope,XGBClassifier,closest,0.0455199267063674
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,MagicTelescope,XGBClassifier,closest,0.0320061437309693
Encoded,encoded,GNN,Agglo,4,90,MagicTelescope,XGBClassifier,closest,0.2403139230955782
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,MagicTelescope,XGBClassifier,closest,0.0482285575705316
Original,original,,Agglo,3,90,MagicTelescope,XGBClassifier,closest,0.1049675298429038
Decoded,decoded,MLP,KIP,3,90,MagicTelescope,XGBClassifier,centroid,0.11666875050524099
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,MagicTelescope,XGBClassifier,centroid,0.0957374902320066
Encoded,encoded,MLP,KIP,4,90,MagicTelescope,XGBClassifier,centroid,0.17957478914607522
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MagicTelescope,XGBClassifier,centroid,0.04821292878122384
Original,original,,KIP,1,90,MagicTelescope,XGBClassifier,centroid,0.07533663873245132
Decoded,decoded,GNN,KIP,3,90,MagicTelescope,XGBClassifier,centroid,0.21380081377489152
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,MagicTelescope,XGBClassifier,centroid,0.08195726334509981
Encoded,encoded,GNN,KIP,4,90,MagicTelescope,XGBClassifier,centroid,0.3379490717038075
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MagicTelescope,XGBClassifier,centroid,0.03718579396944296
Original,original,,KIP,1,90,MagicTelescope,XGBClassifier,centroid,0.07533663873245132
Decoded,decoded,MLP,KMeans,3,90,MagicTelescope,XGBClassifier,centroid,0.1386447683975101
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,MagicTelescope,XGBClassifier,centroid,0.09377839454609141
Encoded,encoded,MLP,KMeans,2,90,MagicTelescope,XGBClassifier,centroid,0.1339719220716229
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,XGBClassifier,centroid,0.054228449785777746
Original,original,,KMeans,4,90,MagicTelescope,XGBClassifier,centroid,0.4223243243243243
Decoded,decoded,GNN,KMeans,2,90,MagicTelescope,XGBClassifier,centroid,0.19158572929859072
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,MagicTelescope,XGBClassifier,centroid,0.05347174692139798
Encoded,encoded,GNN,KMeans,3,90,MagicTelescope,XGBClassifier,centroid,0.22865387620921016
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,XGBClassifier,centroid,0.052204521570423844
Original,original,,KMeans,4,90,MagicTelescope,XGBClassifier,centroid,0.4223243243243243
Decoded,decoded,MLP,KMeans,2,90,MagicTelescope,XGBClassifier,closest,0.06665042709708704
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,MagicTelescope,XGBClassifier,closest,0.05525687801460476
Encoded,encoded,MLP,KMeans,3,90,MagicTelescope,XGBClassifier,closest,0.11449925897981728
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MagicTelescope,XGBClassifier,closest,0.04810115599148494
Original,original,,KMeans,4,90,MagicTelescope,XGBClassifier,closest,0.11505397321548869
Decoded,decoded,GNN,KMeans,2,90,MagicTelescope,XGBClassifier,closest,0.06937721969227449
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,MagicTelescope,XGBClassifier,closest,0.041386435288728374
Encoded,encoded,GNN,KMeans,4,90,MagicTelescope,XGBClassifier,closest,0.23607480261916947
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,MagicTelescope,XGBClassifier,closest,0.05121354854355846
Original,original,,KMeans,3,90,MagicTelescope,XGBClassifier,closest,0.11505397321548869
Decoded,decoded,MLP,Agglo,2,90,MedicalAppointments,GaussianNB,centroid,-0.0693087422190668
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MedicalAppointments,GaussianNB,centroid,0.0311623602268755
Encoded,encoded,MLP,Agglo,1,90,MedicalAppointments,GaussianNB,centroid,-0.1012484844241655
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,GaussianNB,centroid,-0.1119151549995851
Original,original,,Agglo,3,90,MedicalAppointments,GaussianNB,centroid,0.0124310414073165
Decoded,decoded,GNN,Agglo,4,90,MedicalAppointments,GaussianNB,centroid,0.0704127349929324
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MedicalAppointments,GaussianNB,centroid,0.0304235197020978
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,GaussianNB,centroid,-0.1185102271083166
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MedicalAppointments,GaussianNB,centroid,-0.1539365481791446
Original,original,,Agglo,2,90,MedicalAppointments,GaussianNB,centroid,0.0124310414073165
Decoded,decoded,MLP,Agglo,3,90,MedicalAppointments,GaussianNB,closest,0.043317230995744
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MedicalAppointments,GaussianNB,closest,0.0456355813318651
Encoded,encoded,MLP,Agglo,1,90,MedicalAppointments,GaussianNB,closest,-0.0601598461514849
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,GaussianNB,closest,-0.0870181520761252
Original,original,,Agglo,2,90,MedicalAppointments,GaussianNB,closest,0.0271508588363654
Decoded,decoded,GNN,Agglo,3,90,MedicalAppointments,GaussianNB,closest,0.0254124409742385
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MedicalAppointments,GaussianNB,closest,0.0190195606067373
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,GaussianNB,closest,-0.1307536483753698
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MedicalAppointments,GaussianNB,closest,-0.1422634024671012
Original,original,,Agglo,4,90,MedicalAppointments,GaussianNB,closest,0.0271508588363654
Decoded,decoded,MLP,KIP,4,90,MedicalAppointments,GaussianNB,centroid,0.027323355551719643
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,MedicalAppointments,GaussianNB,centroid,0.025182261412452
Encoded,encoded,MLP,KIP,1,90,MedicalAppointments,GaussianNB,centroid,0.0034304480241340403
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MedicalAppointments,GaussianNB,centroid,-0.03761219917188458
Original,original,,KIP,2,90,MedicalAppointments,GaussianNB,centroid,0.007344949112348122
Decoded,decoded,GNN,KIP,3,90,MedicalAppointments,GaussianNB,centroid,0.025328736180043644
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,MedicalAppointments,GaussianNB,centroid,0.030844337191330024
Encoded,encoded,GNN,KIP,1,90,MedicalAppointments,GaussianNB,centroid,-0.01758668076346904
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MedicalAppointments,GaussianNB,centroid,-0.03889294805215624
Original,original,,KIP,2,90,MedicalAppointments,GaussianNB,centroid,0.007344949112348122
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,GaussianNB,centroid,-0.09368025354930565
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MedicalAppointments,GaussianNB,centroid,0.007983961237127241
Encoded,encoded,MLP,KMeans,1,90,MedicalAppointments,GaussianNB,centroid,-0.09777235572433697
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,GaussianNB,centroid,-0.1437623804719163
Original,original,,KMeans,4,90,MedicalAppointments,GaussianNB,centroid,0.03171775377995092
Decoded,decoded,GNN,KMeans,3,90,MedicalAppointments,GaussianNB,centroid,0.0128311654987256
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MedicalAppointments,GaussianNB,centroid,0.00553586329665494
Encoded,encoded,GNN,KMeans,1,90,MedicalAppointments,GaussianNB,centroid,-0.13864071277719012
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MedicalAppointments,GaussianNB,centroid,-0.1555483914245869
Original,original,,KMeans,4,90,MedicalAppointments,GaussianNB,centroid,0.03171775377995092
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,GaussianNB,closest,0.00240448660456014
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MedicalAppointments,GaussianNB,closest,0.02285351264392478
Encoded,encoded,MLP,KMeans,1,90,MedicalAppointments,GaussianNB,closest,-0.07424056523326365
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,GaussianNB,closest,-0.10702877123810835
Original,original,,KMeans,4,90,MedicalAppointments,GaussianNB,closest,0.030214119760625678
Decoded,decoded,GNN,KMeans,3,90,MedicalAppointments,GaussianNB,closest,0.01276294626390194
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MedicalAppointments,GaussianNB,closest,0.0091817985701207
Encoded,encoded,GNN,KMeans,1,90,MedicalAppointments,GaussianNB,closest,-0.10508555771552466
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MedicalAppointments,GaussianNB,closest,-0.13322606105828436
Original,original,,KMeans,4,90,MedicalAppointments,GaussianNB,closest,0.030214119760625678
Decoded,decoded,MLP,Agglo,3,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.019389602298858
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0490438276900194
Encoded,encoded,MLP,Agglo,4,90,MedicalAppointments,KNeighborsClassifier,centroid,0.0062155277294863
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0932097577522856
Original,original,,Agglo,2,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0303011053958581
Decoded,decoded,GNN,Agglo,1,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0533602207529999
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0793150883762194
Encoded,encoded,GNN,Agglo,4,90,MedicalAppointments,KNeighborsClassifier,centroid,0.01085010127631
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0517294438446509
Original,original,,Agglo,3,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0303011053958581
Decoded,decoded,MLP,Agglo,2,90,MedicalAppointments,KNeighborsClassifier,closest,-0.036015388780346
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0662590064157969
Encoded,encoded,MLP,Agglo,4,90,MedicalAppointments,KNeighborsClassifier,closest,0.0228948063681762
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0577934648240139
Original,original,,Agglo,3,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0041339000022831
Decoded,decoded,GNN,Agglo,1,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0538493152025361
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0678117467472527
Encoded,encoded,GNN,Agglo,4,90,MedicalAppointments,KNeighborsClassifier,closest,0.0010706585732599
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0401070495487413
Original,original,,Agglo,3,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0041339000022831
Decoded,decoded,MLP,KIP,3,90,MedicalAppointments,KNeighborsClassifier,centroid,0.07759313017185984
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,MedicalAppointments,KNeighborsClassifier,centroid,0.05046952414812108
Encoded,encoded,MLP,KIP,2,90,MedicalAppointments,KNeighborsClassifier,centroid,0.06675527664251915
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MedicalAppointments,KNeighborsClassifier,centroid,0.02482851523384886
Original,original,,KIP,4,90,MedicalAppointments,KNeighborsClassifier,centroid,0.08231627564117207
Decoded,decoded,GNN,KIP,0,90,MedicalAppointments,KNeighborsClassifier,centroid,0.0422786680452857
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,MedicalAppointments,KNeighborsClassifier,centroid,0.08241394775381868
Encoded,encoded,GNN,KIP,2,90,MedicalAppointments,KNeighborsClassifier,centroid,0.06523967095799885
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,MedicalAppointments,KNeighborsClassifier,centroid,0.057905553725370006
Original,original,,KIP,3,90,MedicalAppointments,KNeighborsClassifier,centroid,0.08231627564117207
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0354693284451068
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.024703933956755984
Encoded,encoded,MLP,KMeans,4,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.00745970964196122
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.08402854654633096
Original,original,,KMeans,1,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.07033877822608255
Decoded,decoded,GNN,KMeans,1,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.08592598512004737
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.08648669056417904
Encoded,encoded,GNN,KMeans,4,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.0168303613656155
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.052066036720408805
Original,original,,KMeans,2,90,MedicalAppointments,KNeighborsClassifier,centroid,-0.07033877822608255
Decoded,decoded,MLP,KMeans,1,90,MedicalAppointments,KNeighborsClassifier,closest,-0.06138970341208196
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,KNeighborsClassifier,closest,-0.062419590524059945
Encoded,encoded,MLP,KMeans,4,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0024348553591639
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,MedicalAppointments,KNeighborsClassifier,closest,-0.04744452634977982
Original,original,,KMeans,3,90,MedicalAppointments,KNeighborsClassifier,closest,-0.039533965888964503
Decoded,decoded,GNN,KMeans,1,90,MedicalAppointments,KNeighborsClassifier,closest,-0.050389807787022775
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0734669604386355
Encoded,encoded,GNN,KMeans,4,90,MedicalAppointments,KNeighborsClassifier,closest,-0.0084879822040725
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,MedicalAppointments,KNeighborsClassifier,closest,-0.03795322371790044
Original,original,,KMeans,2,90,MedicalAppointments,KNeighborsClassifier,closest,-0.039533965888964503
Decoded,decoded,MLP,Agglo,2,90,MedicalAppointments,LogisticRegression,centroid,0.1388774930456918
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MedicalAppointments,LogisticRegression,centroid,0.156946177972087
Encoded,encoded,MLP,Agglo,3,90,MedicalAppointments,LogisticRegression,centroid,0.1460341916430789
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,MedicalAppointments,LogisticRegression,centroid,0.0781622635161925
Original,original,,Agglo,0,90,MedicalAppointments,LogisticRegression,centroid,0.0755864718490496
Decoded,decoded,GNN,Agglo,4,90,MedicalAppointments,LogisticRegression,centroid,0.1553783779482055
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MedicalAppointments,LogisticRegression,centroid,0.1299134772114726
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,LogisticRegression,centroid,0.0978555426533808
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,MedicalAppointments,LogisticRegression,centroid,0.1108815348285442
Original,original,,Agglo,0,90,MedicalAppointments,LogisticRegression,centroid,0.0755864718490496
Decoded,decoded,MLP,Agglo,4,90,MedicalAppointments,LogisticRegression,closest,0.1571762996034992
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,MedicalAppointments,LogisticRegression,closest,0.1318512808456415
Encoded,encoded,MLP,Agglo,3,90,MedicalAppointments,LogisticRegression,closest,0.1459024431526999
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,LogisticRegression,closest,0.0855814774664154
Original,original,,Agglo,2,90,MedicalAppointments,LogisticRegression,closest,0.1350241126381579
Decoded,decoded,GNN,Agglo,0,90,MedicalAppointments,LogisticRegression,closest,0.1213706498720412
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MedicalAppointments,LogisticRegression,closest,0.1281647771848354
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,LogisticRegression,closest,0.1252406478379679
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,MedicalAppointments,LogisticRegression,closest,0.1288873955679358
Original,original,,Agglo,4,90,MedicalAppointments,LogisticRegression,closest,0.1350241126381579
Decoded,decoded,MLP,KIP,3,90,MedicalAppointments,LogisticRegression,centroid,0.18243424512777734
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,MedicalAppointments,LogisticRegression,centroid,0.18400741605871748
Encoded,encoded,MLP,KIP,2,90,MedicalAppointments,LogisticRegression,centroid,0.1648177821617591
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,MedicalAppointments,LogisticRegression,centroid,0.13505200489439673
Original,original,,KIP,0,90,MedicalAppointments,LogisticRegression,centroid,0.1264671498566507
Decoded,decoded,GNN,KIP,3,90,MedicalAppointments,LogisticRegression,centroid,0.16720259110506258
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,MedicalAppointments,LogisticRegression,centroid,0.18349896084167017
Encoded,encoded,GNN,KIP,2,90,MedicalAppointments,LogisticRegression,centroid,0.14905487110769622
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,MedicalAppointments,LogisticRegression,centroid,0.14087678865754166
Original,original,,KIP,0,90,MedicalAppointments,LogisticRegression,centroid,0.1264671498566507
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,LogisticRegression,centroid,0.10342054559861524
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MedicalAppointments,LogisticRegression,centroid,0.11738650260205005
Encoded,encoded,MLP,KMeans,4,90,MedicalAppointments,LogisticRegression,centroid,0.1328103313253666
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,MedicalAppointments,LogisticRegression,centroid,0.09523989689260766
Original,original,,KMeans,0,90,MedicalAppointments,LogisticRegression,centroid,0.05160597483260252
Decoded,decoded,GNN,KMeans,3,90,MedicalAppointments,LogisticRegression,centroid,0.1030958090587849
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MedicalAppointments,LogisticRegression,centroid,0.12156393240986915
Encoded,encoded,GNN,KMeans,1,90,MedicalAppointments,LogisticRegression,centroid,0.07707006222048575
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,MedicalAppointments,LogisticRegression,centroid,0.0974324049260051
Original,original,,KMeans,0,90,MedicalAppointments,LogisticRegression,centroid,0.05160597483260252
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,LogisticRegression,closest,0.1271700375185203
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,MedicalAppointments,LogisticRegression,closest,0.11768183237399059
Encoded,encoded,MLP,KMeans,3,90,MedicalAppointments,LogisticRegression,closest,0.127811447225965
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,LogisticRegression,closest,0.0878859191294249
Original,original,,KMeans,4,90,MedicalAppointments,LogisticRegression,closest,0.13484943896107857
Decoded,decoded,GNN,KMeans,2,90,MedicalAppointments,LogisticRegression,closest,0.1214685181758576
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MedicalAppointments,LogisticRegression,closest,0.12168959480713211
Encoded,encoded,GNN,KMeans,1,90,MedicalAppointments,LogisticRegression,closest,0.11761495546599514
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MedicalAppointments,LogisticRegression,closest,0.10461852431453791
Original,original,,KMeans,4,90,MedicalAppointments,LogisticRegression,closest,0.13484943896107857
Decoded,decoded,MLP,Agglo,1,90,MedicalAppointments,MLPClassifier,centroid,-0.0009832569685657
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MedicalAppointments,MLPClassifier,centroid,0.0547938781771729
Encoded,encoded,MLP,Agglo,3,90,MedicalAppointments,MLPClassifier,centroid,0.0284315419945538
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,MLPClassifier,centroid,-0.0754358907550751
Original,original,,Agglo,2,90,MedicalAppointments,MLPClassifier,centroid,-0.0001031647460605
Decoded,decoded,GNN,Agglo,4,90,MedicalAppointments,MLPClassifier,centroid,0.0203258193302362
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MedicalAppointments,MLPClassifier,centroid,0.003113936044005
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,MLPClassifier,centroid,-0.0026287701335774
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MedicalAppointments,MLPClassifier,centroid,-0.0105907399355459
Original,original,,Agglo,2,90,MedicalAppointments,MLPClassifier,centroid,-0.0001031647460605
Decoded,decoded,MLP,Agglo,4,90,MedicalAppointments,MLPClassifier,closest,0.0538192905149986
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,MedicalAppointments,MLPClassifier,closest,0.0367491109823326
Encoded,encoded,MLP,Agglo,3,90,MedicalAppointments,MLPClassifier,closest,0.0391565773672941
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,MLPClassifier,closest,-0.0541054564377991
Original,original,,Agglo,1,90,MedicalAppointments,MLPClassifier,closest,0.023862344654896
Decoded,decoded,GNN,Agglo,0,90,MedicalAppointments,MLPClassifier,closest,0.010856651206141
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,MedicalAppointments,MLPClassifier,closest,0.0373390966882225
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,MLPClassifier,closest,0.0211681606639997
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,MedicalAppointments,MLPClassifier,closest,0.0367005628665394
Original,original,,Agglo,2,90,MedicalAppointments,MLPClassifier,closest,0.023862344654896
Decoded,decoded,MLP,KIP,4,90,MedicalAppointments,MLPClassifier,centroid,0.08953885043263396
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,MedicalAppointments,MLPClassifier,centroid,0.08485633737724964
Encoded,encoded,MLP,KIP,2,90,MedicalAppointments,MLPClassifier,centroid,0.08293975864493391
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,MedicalAppointments,MLPClassifier,centroid,0.029836805035889823
Original,original,,KIP,0,90,MedicalAppointments,MLPClassifier,centroid,0.00433627672047712
Decoded,decoded,GNN,KIP,3,90,MedicalAppointments,MLPClassifier,centroid,0.07303800789427049
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,MedicalAppointments,MLPClassifier,centroid,0.09264488952663469
Encoded,encoded,GNN,KIP,2,90,MedicalAppointments,MLPClassifier,centroid,0.06086976944294916
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,MedicalAppointments,MLPClassifier,centroid,0.05682642070425835
Original,original,,KIP,0,90,MedicalAppointments,MLPClassifier,centroid,0.00433627672047712
Decoded,decoded,MLP,KMeans,1,90,MedicalAppointments,MLPClassifier,centroid,-0.015108599218989821
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,MedicalAppointments,MLPClassifier,centroid,0.022827765392491504
Encoded,encoded,MLP,KMeans,3,90,MedicalAppointments,MLPClassifier,centroid,0.0202974785795232
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,MLPClassifier,centroid,-0.07674951134666383
Original,original,,KMeans,2,90,MedicalAppointments,MLPClassifier,centroid,0.007783271753673821
Decoded,decoded,GNN,KMeans,2,90,MedicalAppointments,MLPClassifier,centroid,-0.008692319459526962
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MedicalAppointments,MLPClassifier,centroid,0.0056576681630679596
Encoded,encoded,GNN,KMeans,0,90,MedicalAppointments,MLPClassifier,centroid,-0.042437988648410016
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,MedicalAppointments,MLPClassifier,centroid,-0.03222847752084298
Original,original,,KMeans,4,90,MedicalAppointments,MLPClassifier,centroid,0.007783271753673821
Decoded,decoded,MLP,KMeans,3,90,MedicalAppointments,MLPClassifier,closest,0.021559036045636283
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,MedicalAppointments,MLPClassifier,closest,0.013639041448978578
Encoded,encoded,MLP,KMeans,1,90,MedicalAppointments,MLPClassifier,closest,0.0017166330021738802
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,MLPClassifier,closest,-0.06643012070117647
Original,original,,KMeans,4,90,MedicalAppointments,MLPClassifier,closest,0.021608482616819157
Decoded,decoded,GNN,KMeans,4,90,MedicalAppointments,MLPClassifier,closest,0.02186600830377702
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MedicalAppointments,MLPClassifier,closest,0.01086746419556762
Encoded,encoded,GNN,KMeans,0,90,MedicalAppointments,MLPClassifier,closest,-0.0073204726537368005
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,MedicalAppointments,MLPClassifier,closest,0.0029701831816561
Original,original,,KMeans,3,90,MedicalAppointments,MLPClassifier,closest,0.021608482616819157
Decoded,decoded,MLP,Agglo,3,90,MedicalAppointments,XGBClassifier,centroid,0.2331432080895258
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,MedicalAppointments,XGBClassifier,centroid,0.1321860519673892
Encoded,encoded,MLP,Agglo,2,90,MedicalAppointments,XGBClassifier,centroid,0.1739881376530171
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,XGBClassifier,centroid,0.1249093327609361
Original,original,,Agglo,4,90,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,2,90,MedicalAppointments,XGBClassifier,centroid,0.1697611225794474
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,MedicalAppointments,XGBClassifier,centroid,0.1528367707753987
Encoded,encoded,GNN,Agglo,3,90,MedicalAppointments,XGBClassifier,centroid,0.1804188287827489
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,MedicalAppointments,XGBClassifier,centroid,0.1534902265570494
Original,original,,Agglo,4,90,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,2,90,MedicalAppointments,XGBClassifier,closest,0.1694166735157503
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,MedicalAppointments,XGBClassifier,closest,0.1561828473941697
Encoded,encoded,MLP,Agglo,3,90,MedicalAppointments,XGBClassifier,closest,0.1875781161269455
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MedicalAppointments,XGBClassifier,closest,0.1466003143396937
Original,original,,Agglo,4,90,MedicalAppointments,XGBClassifier,closest,0.2036197340853229
Decoded,decoded,GNN,Agglo,0,90,MedicalAppointments,XGBClassifier,closest,0.1309205008901149
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MedicalAppointments,XGBClassifier,closest,0.1855716670829314
Encoded,encoded,GNN,Agglo,1,90,MedicalAppointments,XGBClassifier,closest,0.182354526127193
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,MedicalAppointments,XGBClassifier,closest,0.1863941555904349
Original,original,,Agglo,4,90,MedicalAppointments,XGBClassifier,closest,0.2036197340853229
Decoded,decoded,MLP,KIP,1,90,MedicalAppointments,XGBClassifier,centroid,0.2227521107812025
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,MedicalAppointments,XGBClassifier,centroid,0.22601150326880837
Encoded,encoded,MLP,KIP,4,90,MedicalAppointments,XGBClassifier,centroid,0.24170815349501423
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MedicalAppointments,XGBClassifier,centroid,0.2171894578903705
Original,original,,KIP,3,90,MedicalAppointments,XGBClassifier,centroid,0.2352731667263801
Decoded,decoded,GNN,KIP,0,90,MedicalAppointments,XGBClassifier,centroid,0.21072446814537713
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,MedicalAppointments,XGBClassifier,centroid,0.24910816950724102
Encoded,encoded,GNN,KIP,1,90,MedicalAppointments,XGBClassifier,centroid,0.21906350018233187
Encoded-FT,encoded,GNN-MultiHead,KIP,2,90,MedicalAppointments,XGBClassifier,centroid,0.22254236922971343
Original,original,,KIP,3,90,MedicalAppointments,XGBClassifier,centroid,0.2352731667263801
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,XGBClassifier,centroid,0.17198050498094625
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,MedicalAppointments,XGBClassifier,centroid,0.15372302890685696
Encoded,encoded,MLP,KMeans,3,90,MedicalAppointments,XGBClassifier,centroid,0.1840444677091637
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,XGBClassifier,centroid,0.1159268060368754
Original,original,,KMeans,4,90,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,2,90,MedicalAppointments,XGBClassifier,centroid,0.15328011262819424
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,MedicalAppointments,XGBClassifier,centroid,0.1427050874993716
Encoded,encoded,GNN,KMeans,3,90,MedicalAppointments,XGBClassifier,centroid,0.17659243855839954
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,MedicalAppointments,XGBClassifier,centroid,0.15312598829617935
Original,original,,KMeans,4,90,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,2,90,MedicalAppointments,XGBClassifier,closest,0.17295360683386943
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,MedicalAppointments,XGBClassifier,closest,0.14954655076155163
Encoded,encoded,MLP,KMeans,4,90,MedicalAppointments,XGBClassifier,closest,0.19487584805620348
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MedicalAppointments,XGBClassifier,closest,0.13923363940092998
Original,original,,KMeans,3,90,MedicalAppointments,XGBClassifier,closest,0.1788170076446413
Decoded,decoded,GNN,KMeans,0,90,MedicalAppointments,XGBClassifier,closest,0.1379517303179278
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,MedicalAppointments,XGBClassifier,closest,0.14248781860540952
Encoded,encoded,GNN,KMeans,3,90,MedicalAppointments,XGBClassifier,closest,0.17721243357386243
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,MedicalAppointments,XGBClassifier,closest,0.17475331994370719
Original,original,,KMeans,4,90,MedicalAppointments,XGBClassifier,closest,0.1788170076446413
Decoded,decoded,MLP,Agglo,4,90,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,90,MiniBooNE,GaussianNB,centroid,-0.4211674849972721
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,GaussianNB,centroid,-0.4373522458628841
Original,original,,Agglo,2,90,MiniBooNE,GaussianNB,centroid,-0.1885797417712311
Decoded,decoded,GNN,Agglo,2,90,MiniBooNE,GaussianNB,centroid,-0.2089470812875065
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MiniBooNE,GaussianNB,centroid,-0.2078559738134204
Encoded,encoded,GNN,Agglo,1,90,MiniBooNE,GaussianNB,centroid,-0.3853427895981085
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,GaussianNB,centroid,-0.4333515184579013
Original,original,,Agglo,4,90,MiniBooNE,GaussianNB,centroid,-0.1885797417712311
Decoded,decoded,MLP,Agglo,4,90,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,90,MiniBooNE,GaussianNB,closest,-0.4220767412256773
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,GaussianNB,closest,-0.4351700309147117
Original,original,,Agglo,2,90,MiniBooNE,GaussianNB,closest,-0.1885797417712311
Decoded,decoded,GNN,Agglo,2,90,MiniBooNE,GaussianNB,closest,-0.2087652300418256
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,MiniBooNE,GaussianNB,closest,-0.0761956719403526
Encoded,encoded,GNN,Agglo,1,90,MiniBooNE,GaussianNB,closest,-0.3913438807055826
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,GaussianNB,closest,-0.4286233860701944
Original,original,,Agglo,3,90,MiniBooNE,GaussianNB,closest,-0.1885797417712311
Decoded,decoded,MLP,KIP,2,90,MiniBooNE,GaussianNB,centroid,-0.21996726677577733
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,MiniBooNE,GaussianNB,centroid,-0.21131114748136018
Encoded,encoded,MLP,KIP,1,90,MiniBooNE,GaussianNB,centroid,-0.3596653937079468
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MiniBooNE,GaussianNB,centroid,-0.43513366066557546
Original,original,,KIP,4,90,MiniBooNE,GaussianNB,centroid,0.00232769594471724
Decoded,decoded,GNN,KIP,2,90,MiniBooNE,GaussianNB,centroid,-0.24713584288052362
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,MiniBooNE,GaussianNB,centroid,-0.24244408074195292
Encoded,encoded,GNN,KIP,1,90,MiniBooNE,GaussianNB,centroid,-0.36333878887070364
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MiniBooNE,GaussianNB,centroid,-0.4161483906164756
Original,original,,KIP,4,90,MiniBooNE,GaussianNB,centroid,0.00232769594471724
Decoded,decoded,MLP,KMeans,4,90,MiniBooNE,GaussianNB,centroid,-0.00585561011092914
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MiniBooNE,GaussianNB,centroid,-0.03531551191125652
Encoded,encoded,MLP,KMeans,1,90,MiniBooNE,GaussianNB,centroid,-0.4173486088379704
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,GaussianNB,centroid,-0.43571558465175475
Original,original,,KMeans,2,90,MiniBooNE,GaussianNB,centroid,-0.21411165666484805
Decoded,decoded,GNN,KMeans,3,90,MiniBooNE,GaussianNB,centroid,-0.17814148026913976
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MiniBooNE,GaussianNB,centroid,-0.08637934169849056
Encoded,encoded,GNN,KMeans,1,90,MiniBooNE,GaussianNB,centroid,-0.3998545190034551
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,GaussianNB,centroid,-0.4321513002364066
Original,original,,KMeans,2,90,MiniBooNE,GaussianNB,centroid,-0.21411165666484805
Decoded,decoded,MLP,KMeans,4,90,MiniBooNE,GaussianNB,closest,-0.00585561011092914
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MiniBooNE,GaussianNB,closest,-0.03531551191125652
Encoded,encoded,MLP,KMeans,1,90,MiniBooNE,GaussianNB,closest,-0.416402982360429
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,GaussianNB,closest,-0.4333515184579014
Original,original,,KMeans,2,90,MiniBooNE,GaussianNB,closest,-0.2190943807965083
Decoded,decoded,GNN,KMeans,3,90,MiniBooNE,GaussianNB,closest,-0.17705037279505348
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MiniBooNE,GaussianNB,closest,-0.09401709401709393
Encoded,encoded,GNN,KMeans,1,90,MiniBooNE,GaussianNB,closest,-0.40861974904528087
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,GaussianNB,closest,-0.4306237497726859
Original,original,,KMeans,2,90,MiniBooNE,GaussianNB,closest,-0.2190943807965083
Decoded,decoded,MLP,Agglo,2,90,MiniBooNE,KNeighborsClassifier,centroid,0.2572840523010399
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MiniBooNE,KNeighborsClassifier,centroid,0.2675795325851951
Encoded,encoded,MLP,Agglo,0,90,MiniBooNE,KNeighborsClassifier,centroid,0.2192937300525069
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,90,MiniBooNE,KNeighborsClassifier,centroid,0.2726243179244312
Original,original,,Agglo,1,90,MiniBooNE,KNeighborsClassifier,centroid,0.230309893956553
Decoded,decoded,GNN,Agglo,3,90,MiniBooNE,KNeighborsClassifier,centroid,0.272418408318748
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,MiniBooNE,KNeighborsClassifier,centroid,0.278904560897766
Encoded,encoded,GNN,Agglo,2,90,MiniBooNE,KNeighborsClassifier,centroid,0.2447235663543704
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,KNeighborsClassifier,centroid,0.1984968598785133
Original,original,,Agglo,1,90,MiniBooNE,KNeighborsClassifier,centroid,0.230309893956553
Decoded,decoded,MLP,Agglo,2,90,MiniBooNE,KNeighborsClassifier,closest,0.2503860805106557
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MiniBooNE,KNeighborsClassifier,closest,0.2591372387521878
Encoded,encoded,MLP,Agglo,1,90,MiniBooNE,KNeighborsClassifier,closest,0.2209410068979718
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,KNeighborsClassifier,closest,0.2199114588695563
Original,original,,Agglo,4,90,MiniBooNE,KNeighborsClassifier,closest,0.26459384330279
Decoded,decoded,GNN,Agglo,3,90,MiniBooNE,KNeighborsClassifier,closest,0.2765366004324103
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,MiniBooNE,KNeighborsClassifier,closest,0.283228662617111
Encoded,encoded,GNN,Agglo,1,90,MiniBooNE,KNeighborsClassifier,closest,0.2337074024503243
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,KNeighborsClassifier,closest,0.1980850406671471
Original,original,,Agglo,2,90,MiniBooNE,KNeighborsClassifier,closest,0.26459384330279
Decoded,decoded,MLP,KIP,1,90,MiniBooNE,KNeighborsClassifier,centroid,0.24931535056110365
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,MiniBooNE,KNeighborsClassifier,centroid,0.2653762998043859
Encoded,encoded,MLP,KIP,3,90,MiniBooNE,KNeighborsClassifier,centroid,0.2777926490270771
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MiniBooNE,KNeighborsClassifier,centroid,0.21758468032533712
Original,original,,KIP,4,90,MiniBooNE,KNeighborsClassifier,centroid,0.38012972305158044
Decoded,decoded,GNN,KIP,1,90,MiniBooNE,KNeighborsClassifier,centroid,0.2737568207556883
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,MiniBooNE,KNeighborsClassifier,centroid,0.27596005353649744
Encoded,encoded,GNN,KIP,3,90,MiniBooNE,KNeighborsClassifier,centroid,0.2938535982703593
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MiniBooNE,KNeighborsClassifier,centroid,0.24101719345207454
Original,original,,KIP,4,90,MiniBooNE,KNeighborsClassifier,centroid,0.38012972305158044
Decoded,decoded,MLP,KMeans,2,90,MiniBooNE,KNeighborsClassifier,centroid,0.2748481416658086
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MiniBooNE,KNeighborsClassifier,centroid,0.2770307834860496
Encoded,encoded,MLP,KMeans,0,90,MiniBooNE,KNeighborsClassifier,centroid,0.2367754555750025
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,MiniBooNE,KNeighborsClassifier,centroid,0.2723154535159065
Original,original,,KMeans,4,90,MiniBooNE,KNeighborsClassifier,centroid,0.2799958818078863
Decoded,decoded,GNN,KMeans,2,90,MiniBooNE,KNeighborsClassifier,centroid,0.2735920930711418
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MiniBooNE,KNeighborsClassifier,centroid,0.2943889632451354
Encoded,encoded,GNN,KMeans,1,90,MiniBooNE,KNeighborsClassifier,centroid,0.24659734376608666
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,KNeighborsClassifier,centroid,0.2112838463914341
Original,original,,KMeans,3,90,MiniBooNE,KNeighborsClassifier,centroid,0.2799958818078863
Decoded,decoded,MLP,KMeans,2,90,MiniBooNE,KNeighborsClassifier,closest,0.2615669720992484
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MiniBooNE,KNeighborsClassifier,closest,0.26644702975393797
Encoded,encoded,MLP,KMeans,1,90,MiniBooNE,KNeighborsClassifier,closest,0.25767528055183775
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,KNeighborsClassifier,closest,0.22680943065994028
Original,original,,KMeans,4,90,MiniBooNE,KNeighborsClassifier,closest,0.2843405744877999
Decoded,decoded,GNN,KMeans,4,90,MiniBooNE,KNeighborsClassifier,closest,0.30011325028312574
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MiniBooNE,KNeighborsClassifier,closest,0.2923916400700093
Encoded,encoded,GNN,KMeans,1,90,MiniBooNE,KNeighborsClassifier,closest,0.23448985895192007
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,KNeighborsClassifier,closest,0.1973437660866879
Original,original,,KMeans,2,90,MiniBooNE,KNeighborsClassifier,closest,0.2843405744877999
Decoded,decoded,MLP,Agglo,2,90,MiniBooNE,LogisticRegression,centroid,0.1799499269768412
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MiniBooNE,LogisticRegression,centroid,0.1839140413102441
Encoded,encoded,MLP,Agglo,3,90,MiniBooNE,LogisticRegression,centroid,0.1813060713540579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,LogisticRegression,centroid,0.1752555810557061
Original,original,,Agglo,1,90,MiniBooNE,LogisticRegression,centroid,0.1781765074066347
Decoded,decoded,GNN,Agglo,3,90,MiniBooNE,LogisticRegression,centroid,0.1890256624243687
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,MiniBooNE,LogisticRegression,centroid,0.1860004172751929
Encoded,encoded,GNN,Agglo,4,90,MiniBooNE,LogisticRegression,centroid,0.1891299812226162
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,LogisticRegression,centroid,0.1777592322136448
Original,original,,Agglo,1,90,MiniBooNE,LogisticRegression,centroid,0.1781765074066347
Decoded,decoded,MLP,Agglo,2,90,MiniBooNE,LogisticRegression,closest,0.1793240141873565
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MiniBooNE,LogisticRegression,closest,0.1816190277488003
Encoded,encoded,MLP,Agglo,3,90,MiniBooNE,LogisticRegression,closest,0.1796369705820988
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,LogisticRegression,closest,0.175464218652201
Original,original,,Agglo,1,90,MiniBooNE,LogisticRegression,closest,0.1777592322136448
Decoded,decoded,GNN,Agglo,4,90,MiniBooNE,LogisticRegression,closest,0.2015439182140621
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MiniBooNE,LogisticRegression,closest,0.1899645316085957
Encoded,encoded,GNN,Agglo,2,90,MiniBooNE,LogisticRegression,closest,0.1882954308366367
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,MiniBooNE,LogisticRegression,closest,0.1780721886083872
Original,original,,Agglo,0,90,MiniBooNE,LogisticRegression,closest,0.1777592322136448
Decoded,decoded,MLP,KIP,2,90,MiniBooNE,LogisticRegression,centroid,0.20736490715626948
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,MiniBooNE,LogisticRegression,centroid,0.1954099728771124
Encoded,encoded,MLP,KIP,3,90,MiniBooNE,LogisticRegression,centroid,0.21199666179845603
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MiniBooNE,LogisticRegression,centroid,0.1791571041101606
Original,original,,KIP,4,90,MiniBooNE,LogisticRegression,centroid,0.22743584393907773
Decoded,decoded,GNN,KIP,2,90,MiniBooNE,LogisticRegression,centroid,0.2070936782808261
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,MiniBooNE,LogisticRegression,centroid,0.20337992906321706
Encoded,encoded,GNN,KIP,3,90,MiniBooNE,LogisticRegression,centroid,0.21881911120383885
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MiniBooNE,LogisticRegression,centroid,0.18132693511370737
Original,original,,KIP,4,90,MiniBooNE,LogisticRegression,centroid,0.22743584393907773
Decoded,decoded,MLP,KMeans,3,90,MiniBooNE,LogisticRegression,centroid,0.18735656165240971
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,MiniBooNE,LogisticRegression,centroid,0.18842061339453361
Encoded,encoded,MLP,KMeans,1,90,MiniBooNE,LogisticRegression,centroid,0.1861881911120383
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,LogisticRegression,centroid,0.1778009597329438
Original,original,,KMeans,2,90,MiniBooNE,LogisticRegression,centroid,0.1864802837471312
Decoded,decoded,GNN,KMeans,1,90,MiniBooNE,LogisticRegression,centroid,0.18364281243480068
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MiniBooNE,LogisticRegression,centroid,0.1869810139787189
Encoded,encoded,GNN,KMeans,2,90,MiniBooNE,LogisticRegression,centroid,0.1846442728979761
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,LogisticRegression,centroid,0.17811391612768615
Original,original,,KMeans,3,90,MiniBooNE,LogisticRegression,centroid,0.1864802837471312
Decoded,decoded,MLP,KMeans,4,90,MiniBooNE,LogisticRegression,closest,0.1952430627999165
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,MiniBooNE,LogisticRegression,closest,0.18781556436469843
Encoded,encoded,MLP,KMeans,3,90,MiniBooNE,LogisticRegression,closest,0.19228040892968906
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,LogisticRegression,closest,0.17709159190486118
Original,original,,KMeans,1,90,MiniBooNE,LogisticRegression,closest,0.18744001669100765
Decoded,decoded,GNN,KMeans,1,90,MiniBooNE,LogisticRegression,closest,0.18710619653661578
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MiniBooNE,LogisticRegression,closest,0.18781556436469843
Encoded,encoded,GNN,KMeans,4,90,MiniBooNE,LogisticRegression,closest,0.1879824744418944
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,LogisticRegression,closest,0.17884414771541823
Original,original,,KMeans,2,90,MiniBooNE,LogisticRegression,closest,0.18744001669100765
Decoded,decoded,MLP,Agglo,3,90,MiniBooNE,MLPClassifier,centroid,0.2321848081440878
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MiniBooNE,MLPClassifier,centroid,0.2337509788566954
Encoded,encoded,MLP,Agglo,2,90,MiniBooNE,MLPClassifier,centroid,0.2303249804228661
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,MLPClassifier,centroid,0.2272905246671887
Original,original,,Agglo,1,90,MiniBooNE,MLPClassifier,centroid,0.2282693813625685
Decoded,decoded,GNN,Agglo,4,90,MiniBooNE,MLPClassifier,centroid,0.2402114330462021
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MiniBooNE,MLPClassifier,centroid,0.2366875489428347
Encoded,encoded,GNN,Agglo,2,90,MiniBooNE,MLPClassifier,centroid,0.2348277212216132
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,MiniBooNE,MLPClassifier,centroid,0.2285630383711825
Original,original,,Agglo,0,90,MiniBooNE,MLPClassifier,centroid,0.2282693813625685
Decoded,decoded,MLP,Agglo,4,90,MiniBooNE,MLPClassifier,closest,0.2335552075176194
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,MiniBooNE,MLPClassifier,closest,0.2305207517619421
Encoded,encoded,MLP,Agglo,0,90,MiniBooNE,MLPClassifier,closest,0.226115896632733
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,MiniBooNE,MLPClassifier,closest,0.2283672670321065
Original,original,,Agglo,2,90,MiniBooNE,MLPClassifier,closest,0.2290524667188723
Decoded,decoded,GNN,Agglo,4,90,MiniBooNE,MLPClassifier,closest,0.2518598277212216
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,MiniBooNE,MLPClassifier,closest,0.24030931871574
Encoded,encoded,GNN,Agglo,2,90,MiniBooNE,MLPClassifier,closest,0.2333594361785434
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,MLPClassifier,closest,0.2281714956930305
Original,original,,Agglo,1,90,MiniBooNE,MLPClassifier,closest,0.2290524667188723
Decoded,decoded,MLP,KIP,2,90,MiniBooNE,MLPClassifier,centroid,0.2556773688332028
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,MiniBooNE,MLPClassifier,centroid,0.2463978073610024
Encoded,encoded,MLP,KIP,3,90,MiniBooNE,MLPClassifier,centroid,0.25720438527799533
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MiniBooNE,MLPClassifier,centroid,0.2292873923257635
Original,original,,KIP,4,90,MiniBooNE,MLPClassifier,centroid,0.2719655442443226
Decoded,decoded,GNN,KIP,1,90,MiniBooNE,MLPClassifier,centroid,0.251938136256852
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,MiniBooNE,MLPClassifier,centroid,0.25231010180109636
Encoded,encoded,GNN,KIP,3,90,MiniBooNE,MLPClassifier,centroid,0.2565779169929522
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,MiniBooNE,MLPClassifier,centroid,0.23741190289741582
Original,original,,KIP,4,90,MiniBooNE,MLPClassifier,centroid,0.2719655442443226
Decoded,decoded,MLP,KMeans,4,90,MiniBooNE,MLPClassifier,centroid,0.2480814408770556
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MiniBooNE,MLPClassifier,centroid,0.24017227877838682
Encoded,encoded,MLP,KMeans,2,90,MiniBooNE,MLPClassifier,centroid,0.23972200469851218
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,MLPClassifier,centroid,0.2314212999216915
Original,original,,KMeans,1,90,MiniBooNE,MLPClassifier,centroid,0.23848864526233354
Decoded,decoded,GNN,KMeans,2,90,MiniBooNE,MLPClassifier,centroid,0.23506264682850433
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,MiniBooNE,MLPClassifier,centroid,0.2379600626468285
Encoded,encoded,GNN,KMeans,1,90,MiniBooNE,MLPClassifier,centroid,0.2348668754894284
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,MLPClassifier,centroid,0.22856303837118253
Original,original,,KMeans,4,90,MiniBooNE,MLPClassifier,centroid,0.23848864526233354
Decoded,decoded,MLP,KMeans,3,90,MiniBooNE,MLPClassifier,closest,0.24696554424432268
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,MiniBooNE,MLPClassifier,closest,0.24066170712607676
Encoded,encoded,MLP,KMeans,4,90,MiniBooNE,MLPClassifier,closest,0.25712607674236493
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,MLPClassifier,closest,0.22828895849647615
Original,original,,KMeans,1,90,MiniBooNE,MLPClassifier,closest,0.23707909162098675
Decoded,decoded,GNN,KMeans,2,90,MiniBooNE,MLPClassifier,closest,0.23682458888018795
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MiniBooNE,MLPClassifier,closest,0.23778386844166013
Encoded,encoded,GNN,KMeans,1,90,MiniBooNE,MLPClassifier,closest,0.23373140172278775
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,MLPClassifier,closest,0.22916992952231796
Original,original,,KMeans,3,90,MiniBooNE,MLPClassifier,closest,0.23707909162098675
Decoded,decoded,MLP,Agglo,4,90,MiniBooNE,XGBClassifier,centroid,0.2840864822750292
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,MiniBooNE,XGBClassifier,centroid,0.26334242306194
Encoded,encoded,MLP,Agglo,3,90,MiniBooNE,XGBClassifier,centroid,0.2726918582002338
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,XGBClassifier,centroid,0.2498052201012856
Original,original,,Agglo,2,90,MiniBooNE,XGBClassifier,centroid,0.2636345929100118
Decoded,decoded,GNN,Agglo,4,90,MiniBooNE,XGBClassifier,centroid,0.3263537202960655
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,MiniBooNE,XGBClassifier,centroid,0.2873003506038177
Encoded,encoded,GNN,Agglo,2,90,MiniBooNE,XGBClassifier,centroid,0.2907089988313207
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,MiniBooNE,XGBClassifier,centroid,0.3185625243474873
Original,original,,Agglo,0,90,MiniBooNE,XGBClassifier,centroid,0.2636345929100118
Decoded,decoded,MLP,Agglo,1,90,MiniBooNE,XGBClassifier,closest,0.2815543435917414
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,MiniBooNE,XGBClassifier,closest,0.3039540319439033
Encoded,encoded,MLP,Agglo,2,90,MiniBooNE,XGBClassifier,closest,0.2835995325282431
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,MiniBooNE,XGBClassifier,closest,0.2509738994935723
Original,original,,Agglo,3,90,MiniBooNE,XGBClassifier,closest,0.2935333073626802
Decoded,decoded,GNN,Agglo,2,90,MiniBooNE,XGBClassifier,closest,0.2931437475652512
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,MiniBooNE,XGBClassifier,closest,0.3092130892091937
Encoded,encoded,GNN,Agglo,1,90,MiniBooNE,XGBClassifier,closest,0.2654850019477991
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,MiniBooNE,XGBClassifier,closest,0.2504869497467862
Original,original,,Agglo,3,90,MiniBooNE,XGBClassifier,closest,0.2935333073626802
Decoded,decoded,MLP,KIP,2,90,MiniBooNE,XGBClassifier,centroid,0.27462017919750686
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,MiniBooNE,XGBClassifier,centroid,0.26121932216595256
Encoded,encoded,MLP,KIP,3,90,MiniBooNE,XGBClassifier,centroid,0.28498246980911573
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,MiniBooNE,XGBClassifier,centroid,0.2520646669263732
Original,original,,KIP,4,90,MiniBooNE,XGBClassifier,centroid,0.29485781067393846
Decoded,decoded,GNN,KIP,2,90,MiniBooNE,XGBClassifier,centroid,0.27004285157771724
Decoded-FT,decoded,GNN-MultiHead,KIP,0,90,MiniBooNE,XGBClassifier,centroid,0.26809505259057265
Encoded,encoded,GNN,KIP,4,90,MiniBooNE,XGBClassifier,centroid,0.30496688741721856
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,MiniBooNE,XGBClassifier,centroid,0.26825087650954427
Original,original,,KIP,3,90,MiniBooNE,XGBClassifier,centroid,0.29485781067393846
Decoded,decoded,MLP,KMeans,2,90,MiniBooNE,XGBClassifier,centroid,0.28689131281651736
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,MiniBooNE,XGBClassifier,centroid,0.2881573821581613
Encoded,encoded,MLP,KMeans,1,90,MiniBooNE,XGBClassifier,centroid,0.2859758472925595
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,XGBClassifier,centroid,0.27613946240747955
Original,original,,KMeans,4,90,MiniBooNE,XGBClassifier,centroid,0.4666147253603429
Decoded,decoded,GNN,KMeans,1,90,MiniBooNE,XGBClassifier,centroid,0.26176470588235295
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,MiniBooNE,XGBClassifier,centroid,0.2769575379820802
Encoded,encoded,GNN,KMeans,3,90,MiniBooNE,XGBClassifier,centroid,0.2979158550837554
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,XGBClassifier,centroid,0.260888196338138
Original,original,,KMeans,4,90,MiniBooNE,XGBClassifier,centroid,0.4666147253603429
Decoded,decoded,MLP,KMeans,3,90,MiniBooNE,XGBClassifier,closest,0.2902999610440203
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,MiniBooNE,XGBClassifier,closest,0.291293338527464
Encoded,encoded,MLP,KMeans,2,90,MiniBooNE,XGBClassifier,closest,0.2851188157382158
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,MiniBooNE,XGBClassifier,closest,0.25833657966497864
Original,original,,KMeans,1,90,MiniBooNE,XGBClassifier,closest,0.28233346318659913
Decoded,decoded,GNN,KMeans,1,90,MiniBooNE,XGBClassifier,closest,0.277600311647838
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,MiniBooNE,XGBClassifier,closest,0.285430463576159
Encoded,encoded,GNN,KMeans,3,90,MiniBooNE,XGBClassifier,closest,0.2850603817686015
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,MiniBooNE,XGBClassifier,closest,0.2634592910011687
Original,original,,KMeans,2,90,MiniBooNE,XGBClassifier,closest,0.28233346318659913
Decoded,decoded,MLP,Agglo,3,90,NumerAI,GaussianNB,centroid,0.0288507473879018
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,GaussianNB,centroid,0.0419159403680745
Encoded,encoded,MLP,Agglo,0,90,NumerAI,GaussianNB,centroid,0.0172830425955947
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,NumerAI,GaussianNB,centroid,0.0232963344637157
Original,original,,Agglo,1,90,NumerAI,GaussianNB,centroid,0.0182146777960735
Decoded,decoded,GNN,Agglo,2,90,NumerAI,GaussianNB,centroid,0.0228145245593739
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,NumerAI,GaussianNB,centroid,0.0364291700665773
Encoded,encoded,GNN,Agglo,3,90,NumerAI,GaussianNB,centroid,0.0292479205273764
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,NumerAI,GaussianNB,centroid,0.0211096929948847
Original,original,,Agglo,0,90,NumerAI,GaussianNB,centroid,0.0182146777960735
Decoded,decoded,MLP,Agglo,1,90,NumerAI,GaussianNB,closest,0.0177008090732985
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,GaussianNB,closest,0.0394853327751734
Encoded,encoded,MLP,Agglo,2,90,NumerAI,GaussianNB,closest,0.0184247298460141
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,NumerAI,GaussianNB,closest,0.0298942174017565
Original,original,,Agglo,0,90,NumerAI,GaussianNB,closest,0.017026163891878
Decoded,decoded,GNN,Agglo,3,90,NumerAI,GaussianNB,closest,0.0433542830043402
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,NumerAI,GaussianNB,closest,0.0398439165961638
Encoded,encoded,GNN,Agglo,4,90,NumerAI,GaussianNB,closest,0.0458227378134468
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,NumerAI,GaussianNB,closest,0.031173119363478
Original,original,,Agglo,0,90,NumerAI,GaussianNB,closest,0.017026163891878
Decoded,decoded,MLP,KIP,4,90,NumerAI,GaussianNB,centroid,0.03363999349473128
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,NumerAI,GaussianNB,centroid,0.03251680685411597
Encoded,encoded,MLP,KIP,0,90,NumerAI,GaussianNB,centroid,0.024262425472987143
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,NumerAI,GaussianNB,centroid,0.0263494471319471
Original,original,,KIP,2,90,NumerAI,GaussianNB,centroid,0.031108786516951335
Decoded,decoded,GNN,KIP,4,90,NumerAI,GaussianNB,centroid,0.03528491514227407
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,NumerAI,GaussianNB,centroid,0.028673971204130982
Encoded,encoded,GNN,KIP,0,90,NumerAI,GaussianNB,centroid,0.027023728683251057
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,NumerAI,GaussianNB,centroid,0.028360707569291054
Original,original,,KIP,3,90,NumerAI,GaussianNB,centroid,0.031108786516951335
Decoded,decoded,MLP,KMeans,4,90,NumerAI,GaussianNB,centroid,0.03115116797807884
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,NumerAI,GaussianNB,centroid,0.027147600395584958
Encoded,encoded,MLP,KMeans,0,90,NumerAI,GaussianNB,centroid,0.01059940231824578
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,NumerAI,GaussianNB,centroid,0.01114124087589878
Original,original,,KMeans,3,90,NumerAI,GaussianNB,centroid,0.030697520855207484
Decoded,decoded,GNN,KMeans,3,90,NumerAI,GaussianNB,centroid,0.026612782125486945
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,NumerAI,GaussianNB,centroid,0.025993876246207682
Encoded,encoded,GNN,KMeans,1,90,NumerAI,GaussianNB,centroid,0.01584841789174448
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,NumerAI,GaussianNB,centroid,0.014265239153776279
Original,original,,KMeans,4,90,NumerAI,GaussianNB,centroid,0.030697520855207484
Decoded,decoded,MLP,KMeans,2,90,NumerAI,GaussianNB,closest,0.019908474299680783
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,NumerAI,GaussianNB,closest,0.022393285043006462
Encoded,encoded,MLP,KMeans,0,90,NumerAI,GaussianNB,closest,0.01580486390901698
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,NumerAI,GaussianNB,closest,0.01763309224038182
Original,original,,KMeans,4,90,NumerAI,GaussianNB,closest,0.02397710198893416
Decoded,decoded,GNN,KMeans,2,90,NumerAI,GaussianNB,closest,0.026776170784153043
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,NumerAI,GaussianNB,closest,0.025439221582204286
Encoded,encoded,GNN,KMeans,3,90,NumerAI,GaussianNB,closest,0.029387769701767142
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,NumerAI,GaussianNB,closest,0.03283018922532046
Original,original,,KMeans,0,90,NumerAI,GaussianNB,closest,0.02397710198893416
Decoded,decoded,MLP,Agglo,2,90,NumerAI,KNeighborsClassifier,centroid,0.0063806924642006
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,NumerAI,KNeighborsClassifier,centroid,-0.0016418267066756
Encoded,encoded,MLP,Agglo,1,90,NumerAI,KNeighborsClassifier,centroid,-0.0015438684044875
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,NumerAI,KNeighborsClassifier,centroid,0.0090576498656661
Original,original,,Agglo,4,90,NumerAI,KNeighborsClassifier,centroid,0.0091187788836984
Decoded,decoded,GNN,Agglo,4,90,NumerAI,KNeighborsClassifier,centroid,0.011315664667773
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,NumerAI,KNeighborsClassifier,centroid,0.0080542986665864
Encoded,encoded,GNN,Agglo,1,90,NumerAI,KNeighborsClassifier,centroid,0.0014077519264469
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,NumerAI,KNeighborsClassifier,centroid,0.000783514544169
Original,original,,Agglo,3,90,NumerAI,KNeighborsClassifier,centroid,0.0091187788836984
Decoded,decoded,MLP,Agglo,1,90,NumerAI,KNeighborsClassifier,closest,0.0085127663018277
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,KNeighborsClassifier,closest,0.018546430165963
Encoded,encoded,MLP,Agglo,0,90,NumerAI,KNeighborsClassifier,closest,-0.0037960740514646
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,NumerAI,KNeighborsClassifier,closest,0.0090911759047484
Original,original,,Agglo,3,90,NumerAI,KNeighborsClassifier,closest,0.0161723461662632
Decoded,decoded,GNN,Agglo,2,90,NumerAI,KNeighborsClassifier,closest,0.0115281354658526
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,NumerAI,KNeighborsClassifier,closest,0.0081680517957938
Encoded,encoded,GNN,Agglo,3,90,NumerAI,KNeighborsClassifier,closest,0.0123929402135042
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,NumerAI,KNeighborsClassifier,closest,0.0076252944586696
Original,original,,Agglo,4,90,NumerAI,KNeighborsClassifier,closest,0.0161723461662632
Decoded,decoded,MLP,KIP,3,90,NumerAI,KNeighborsClassifier,centroid,0.012384814989989319
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,NumerAI,KNeighborsClassifier,centroid,0.01018770139590952
Encoded,encoded,MLP,KIP,4,90,NumerAI,KNeighborsClassifier,centroid,0.012758157619995918
Encoded-FT,encoded,MLP-MultiHead,KIP,1,90,NumerAI,KNeighborsClassifier,centroid,0.00940651051379238
Original,original,,KIP,0,90,NumerAI,KNeighborsClassifier,centroid,0.003990737700812999
Decoded,decoded,GNN,KIP,2,90,NumerAI,KNeighborsClassifier,centroid,0.00283493604632766
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,NumerAI,KNeighborsClassifier,centroid,0.006417104096680719
Encoded,encoded,GNN,KIP,1,90,NumerAI,KNeighborsClassifier,centroid,0.00100966153622086
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,NumerAI,KNeighborsClassifier,centroid,-0.0011138542388817
Original,original,,KIP,3,90,NumerAI,KNeighborsClassifier,centroid,0.003990737700812999
Decoded,decoded,MLP,KMeans,4,90,NumerAI,KNeighborsClassifier,centroid,0.014174816917641678
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,NumerAI,KNeighborsClassifier,centroid,0.00584829288864104
Encoded,encoded,MLP,KMeans,1,90,NumerAI,KNeighborsClassifier,centroid,0.0029849717156793
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,NumerAI,KNeighborsClassifier,centroid,0.01127784061326146
Original,original,,KMeans,0,90,NumerAI,KNeighborsClassifier,centroid,-0.0010611845657050203
Decoded,decoded,GNN,KMeans,3,90,NumerAI,KNeighborsClassifier,centroid,0.00882355230443676
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,NumerAI,KNeighborsClassifier,centroid,0.00322863729712232
Encoded,encoded,GNN,KMeans,2,90,NumerAI,KNeighborsClassifier,centroid,0.00635236808690128
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,NumerAI,KNeighborsClassifier,centroid,0.008967543414986661
Original,original,,KMeans,0,90,NumerAI,KNeighborsClassifier,centroid,-0.0010611845657050203
Decoded,decoded,MLP,KMeans,0,90,NumerAI,KNeighborsClassifier,closest,-0.00399848324098606
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,NumerAI,KNeighborsClassifier,closest,0.00676616977381158
Encoded,encoded,MLP,KMeans,4,90,NumerAI,KNeighborsClassifier,closest,0.009394246741851821
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,NumerAI,KNeighborsClassifier,closest,0.0015466856548836797
Original,original,,KMeans,2,90,NumerAI,KNeighborsClassifier,closest,0.00406770710786576
Decoded,decoded,GNN,KMeans,1,90,NumerAI,KNeighborsClassifier,closest,0.0023394265042589206
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,NumerAI,KNeighborsClassifier,closest,0.00635899735804938
Encoded,encoded,GNN,KMeans,0,90,NumerAI,KNeighborsClassifier,closest,0.0007162194686659198
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,NumerAI,KNeighborsClassifier,closest,0.009709961034237661
Original,original,,KMeans,2,90,NumerAI,KNeighborsClassifier,closest,0.00406770710786576
Decoded,decoded,MLP,Agglo,3,90,NumerAI,LogisticRegression,centroid,0.0450495999862425
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,LogisticRegression,centroid,0.0554778918441906
Encoded,encoded,MLP,Agglo,2,90,NumerAI,LogisticRegression,centroid,0.0354394762703732
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,NumerAI,LogisticRegression,centroid,0.0351771130359987
Original,original,,Agglo,0,90,NumerAI,LogisticRegression,centroid,0.026280518216392
Decoded,decoded,GNN,Agglo,3,90,NumerAI,LogisticRegression,centroid,0.0465525868136843
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,NumerAI,LogisticRegression,centroid,0.0548388346117331
Encoded,encoded,GNN,Agglo,1,90,NumerAI,LogisticRegression,centroid,0.0318158323040954
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,NumerAI,LogisticRegression,centroid,0.0367861600460908
Original,original,,Agglo,0,90,NumerAI,LogisticRegression,centroid,0.026280518216392
Decoded,decoded,MLP,Agglo,3,90,NumerAI,LogisticRegression,closest,0.0482242279130216
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,LogisticRegression,closest,0.0506925773648187
Encoded,encoded,MLP,Agglo,2,90,NumerAI,LogisticRegression,closest,0.0440240479349761
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,NumerAI,LogisticRegression,closest,0.0373095020122834
Original,original,,Agglo,1,90,NumerAI,LogisticRegression,closest,0.0415632039444041
Decoded,decoded,GNN,Agglo,4,90,NumerAI,LogisticRegression,closest,0.0645880644002092
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,NumerAI,LogisticRegression,closest,0.0452507171996496
Encoded,encoded,GNN,Agglo,0,90,NumerAI,LogisticRegression,closest,0.0298757070117148
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,NumerAI,LogisticRegression,closest,0.0326377896110643
Original,original,,Agglo,2,90,NumerAI,LogisticRegression,closest,0.0415632039444041
Decoded,decoded,MLP,KIP,2,90,NumerAI,LogisticRegression,centroid,0.0474704537135109
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,NumerAI,LogisticRegression,centroid,0.04985727782532247
Encoded,encoded,MLP,KIP,1,90,NumerAI,LogisticRegression,centroid,0.0443873486925431
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,NumerAI,LogisticRegression,centroid,0.04040374134854404
Original,original,,KIP,4,90,NumerAI,LogisticRegression,centroid,0.05316843956469637
Decoded,decoded,GNN,KIP,0,90,NumerAI,LogisticRegression,centroid,0.045875441187224045
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,NumerAI,LogisticRegression,centroid,0.04822971491525695
Encoded,encoded,GNN,KIP,2,90,NumerAI,LogisticRegression,centroid,0.04794762616288649
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,NumerAI,LogisticRegression,centroid,0.046823847298695195
Original,original,,KIP,4,90,NumerAI,LogisticRegression,centroid,0.05316843956469637
Decoded,decoded,MLP,KMeans,2,90,NumerAI,LogisticRegression,centroid,0.04329304515908498
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,NumerAI,LogisticRegression,centroid,0.04698162958209772
Encoded,encoded,MLP,KMeans,1,90,NumerAI,LogisticRegression,centroid,0.033475275207228185
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,NumerAI,LogisticRegression,centroid,0.0447967752457938
Original,original,,KMeans,0,90,NumerAI,LogisticRegression,centroid,0.0266474041068936
Decoded,decoded,GNN,KMeans,4,90,NumerAI,LogisticRegression,centroid,0.05278088086497597
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,NumerAI,LogisticRegression,centroid,0.05073272065208904
Encoded,encoded,GNN,KMeans,2,90,NumerAI,LogisticRegression,centroid,0.03293370152842886
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,NumerAI,LogisticRegression,centroid,0.02622096274591442
Original,original,,KMeans,1,90,NumerAI,LogisticRegression,centroid,0.0266474041068936
Decoded,decoded,MLP,KMeans,0,90,NumerAI,LogisticRegression,closest,0.04129595122995018
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,NumerAI,LogisticRegression,closest,0.042466919770736564
Encoded,encoded,MLP,KMeans,1,90,NumerAI,LogisticRegression,closest,0.04149747650726876
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,NumerAI,LogisticRegression,closest,0.04230959655923422
Original,original,,KMeans,4,90,NumerAI,LogisticRegression,closest,0.04348681722208956
Decoded,decoded,GNN,KMeans,4,90,NumerAI,LogisticRegression,closest,0.0474209978248372
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,NumerAI,LogisticRegression,closest,0.045441545373008804
Encoded,encoded,GNN,KMeans,1,90,NumerAI,LogisticRegression,closest,0.0398868263889539
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,NumerAI,LogisticRegression,closest,0.038993334020969585
Original,original,,KMeans,2,90,NumerAI,LogisticRegression,closest,0.04348681722208956
Decoded,decoded,MLP,Agglo,4,90,NumerAI,MLPClassifier,centroid,0.0295424549987307
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,NumerAI,MLPClassifier,centroid,0.0260021102816803
Encoded,encoded,MLP,Agglo,0,90,NumerAI,MLPClassifier,centroid,0.0088175746556613
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,NumerAI,MLPClassifier,centroid,0.0261970698239469
Original,original,,Agglo,1,90,NumerAI,MLPClassifier,centroid,0.0143641903790537
Decoded,decoded,GNN,Agglo,3,90,NumerAI,MLPClassifier,centroid,0.0192287268029218
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,NumerAI,MLPClassifier,centroid,0.0252642113002702
Encoded,encoded,GNN,Agglo,2,90,NumerAI,MLPClassifier,centroid,0.0181848615385348
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,NumerAI,MLPClassifier,centroid,0.0171572211950159
Original,original,,Agglo,0,90,NumerAI,MLPClassifier,centroid,0.0143641903790537
Decoded,decoded,MLP,Agglo,1,90,NumerAI,MLPClassifier,closest,0.0233958149081866
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,MLPClassifier,closest,0.0317197575103708
Encoded,encoded,MLP,Agglo,0,90,NumerAI,MLPClassifier,closest,0.0115237128334883
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,NumerAI,MLPClassifier,closest,0.0258832515723847
Original,original,,Agglo,2,90,NumerAI,MLPClassifier,closest,0.0236230382265833
Decoded,decoded,GNN,Agglo,4,90,NumerAI,MLPClassifier,closest,0.0430068321057841
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,NumerAI,MLPClassifier,closest,0.0264195670759441
Encoded,encoded,GNN,Agglo,1,90,NumerAI,MLPClassifier,closest,0.0183215081197913
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,NumerAI,MLPClassifier,closest,0.0176105514381717
Original,original,,Agglo,2,90,NumerAI,MLPClassifier,closest,0.0236230382265833
Decoded,decoded,MLP,KIP,2,90,NumerAI,MLPClassifier,centroid,0.02698829520811848
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,NumerAI,MLPClassifier,centroid,0.024635562600247556
Encoded,encoded,MLP,KIP,4,90,NumerAI,MLPClassifier,centroid,0.029807784553294803
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,NumerAI,MLPClassifier,centroid,0.02450481057739804
Original,original,,KIP,3,90,NumerAI,MLPClassifier,centroid,0.0280488393934529
Decoded,decoded,GNN,KIP,1,90,NumerAI,MLPClassifier,centroid,0.02440711124884922
Decoded-FT,decoded,GNN-MultiHead,KIP,0,90,NumerAI,MLPClassifier,centroid,0.02428831952317184
Encoded,encoded,GNN,KIP,2,90,NumerAI,MLPClassifier,centroid,0.02497025741283512
Encoded-FT,encoded,GNN-MultiHead,KIP,3,90,NumerAI,MLPClassifier,centroid,0.02654229594985034
Original,original,,KIP,4,90,NumerAI,MLPClassifier,centroid,0.0280488393934529
Decoded,decoded,MLP,KMeans,4,90,NumerAI,MLPClassifier,centroid,0.03049224549257924
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,NumerAI,MLPClassifier,centroid,0.027541267304752558
Encoded,encoded,MLP,KMeans,2,90,NumerAI,MLPClassifier,centroid,0.02248890137265066
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,NumerAI,MLPClassifier,centroid,0.018692225233756042
Original,original,,KMeans,0,90,NumerAI,MLPClassifier,centroid,0.0088852132248586
Decoded,decoded,GNN,KMeans,4,90,NumerAI,MLPClassifier,centroid,0.02922867396028956
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,NumerAI,MLPClassifier,centroid,0.02708935860282894
Encoded,encoded,GNN,KMeans,1,90,NumerAI,MLPClassifier,centroid,0.00843349803116538
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,NumerAI,MLPClassifier,centroid,0.00836402113377812
Original,original,,KMeans,2,90,NumerAI,MLPClassifier,centroid,0.0088852132248586
Decoded,decoded,MLP,KMeans,4,90,NumerAI,MLPClassifier,closest,0.0232454069146891
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,NumerAI,MLPClassifier,closest,0.021979282562281145
Encoded,encoded,MLP,KMeans,2,90,NumerAI,MLPClassifier,closest,0.022600927752883436
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,NumerAI,MLPClassifier,closest,0.02272201924945454
Original,original,,KMeans,1,90,NumerAI,MLPClassifier,closest,0.022447721332667418
Decoded,decoded,GNN,KMeans,2,90,NumerAI,MLPClassifier,closest,0.02486836044420858
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,NumerAI,MLPClassifier,closest,0.02190636717248976
Encoded,encoded,GNN,KMeans,3,90,NumerAI,MLPClassifier,closest,0.02502766981631082
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,90,NumerAI,MLPClassifier,closest,0.02540283017695364
Original,original,,KMeans,1,90,NumerAI,MLPClassifier,closest,0.022447721332667418
Decoded,decoded,MLP,Agglo,3,90,NumerAI,XGBClassifier,centroid,0.0282683445826995
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,NumerAI,XGBClassifier,centroid,0.0331425195054162
Encoded,encoded,MLP,Agglo,0,90,NumerAI,XGBClassifier,centroid,0.0189349639662176
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,NumerAI,XGBClassifier,centroid,0.0225527953355372
Original,original,,Agglo,2,90,NumerAI,XGBClassifier,centroid,0.0268444115713982
Decoded,decoded,GNN,Agglo,4,90,NumerAI,XGBClassifier,centroid,0.0401243209069542
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,NumerAI,XGBClassifier,centroid,0.0204351857549778
Encoded,encoded,GNN,Agglo,3,90,NumerAI,XGBClassifier,centroid,0.0325343698077627
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,NumerAI,XGBClassifier,centroid,0.0320021736341513
Original,original,,Agglo,1,90,NumerAI,XGBClassifier,centroid,0.0268444115713982
Decoded,decoded,MLP,Agglo,3,90,NumerAI,XGBClassifier,closest,0.0334606004969796
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,NumerAI,XGBClassifier,closest,0.0293498721045465
Encoded,encoded,MLP,Agglo,4,90,NumerAI,XGBClassifier,closest,0.0357629719604471
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,NumerAI,XGBClassifier,closest,0.0212402037089159
Original,original,,Agglo,0,90,NumerAI,XGBClassifier,closest,0.0163685245616336
Decoded,decoded,GNN,Agglo,3,90,NumerAI,XGBClassifier,closest,0.0382277178286723
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,NumerAI,XGBClassifier,closest,0.0209862306206763
Encoded,encoded,GNN,Agglo,2,90,NumerAI,XGBClassifier,closest,0.0285425073766925
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,NumerAI,XGBClassifier,closest,0.0402575655148501
Original,original,,Agglo,0,90,NumerAI,XGBClassifier,closest,0.0163685245616336
Decoded,decoded,MLP,KIP,0,90,NumerAI,XGBClassifier,centroid,0.02297011878848046
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,NumerAI,XGBClassifier,centroid,0.0293962339270198
Encoded,encoded,MLP,KIP,4,90,NumerAI,XGBClassifier,centroid,0.03282586892843013
Encoded-FT,encoded,MLP-MultiHead,KIP,3,90,NumerAI,XGBClassifier,centroid,0.02992513716707278
Original,original,,KIP,1,90,NumerAI,XGBClassifier,centroid,0.02796090974963112
Decoded,decoded,GNN,KIP,0,90,NumerAI,XGBClassifier,centroid,0.022671132341509543
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,NumerAI,XGBClassifier,centroid,0.02364441026018484
Encoded,encoded,GNN,KIP,3,90,NumerAI,XGBClassifier,centroid,0.02616611195884692
Encoded-FT,encoded,GNN-MultiHead,KIP,2,90,NumerAI,XGBClassifier,centroid,0.025091572608216317
Original,original,,KIP,4,90,NumerAI,XGBClassifier,centroid,0.02796090974963112
Decoded,decoded,MLP,KMeans,2,90,NumerAI,XGBClassifier,centroid,0.021563589154536898
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,NumerAI,XGBClassifier,centroid,0.022648573511612542
Encoded,encoded,MLP,KMeans,0,90,NumerAI,XGBClassifier,centroid,0.02021448470581354
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,NumerAI,XGBClassifier,centroid,0.02103783729659976
Original,original,,KMeans,4,90,NumerAI,XGBClassifier,centroid,0.025769402865984458
Decoded,decoded,GNN,KMeans,4,90,NumerAI,XGBClassifier,centroid,0.03291543374118508
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,NumerAI,XGBClassifier,centroid,0.022485223146908963
Encoded,encoded,GNN,KMeans,2,90,NumerAI,XGBClassifier,centroid,0.02407555360396662
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,NumerAI,XGBClassifier,centroid,0.01291889355644416
Original,original,,KMeans,3,90,NumerAI,XGBClassifier,centroid,0.025769402865984458
Decoded,decoded,MLP,KMeans,2,90,NumerAI,XGBClassifier,closest,0.02560168675678966
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,NumerAI,XGBClassifier,closest,0.025315909294431522
Encoded,encoded,MLP,KMeans,0,90,NumerAI,XGBClassifier,closest,0.023285286800357703
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,90,NumerAI,XGBClassifier,closest,0.0287629998237311
Original,original,,KMeans,3,90,NumerAI,XGBClassifier,closest,0.0263936670778611
Decoded,decoded,GNN,KMeans,4,90,NumerAI,XGBClassifier,closest,0.031824809676635236
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,NumerAI,XGBClassifier,closest,0.025503070101787338
Encoded,encoded,GNN,KMeans,0,90,NumerAI,XGBClassifier,closest,0.02251684871920518
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,NumerAI,XGBClassifier,closest,0.02814050127984836
Original,original,,KMeans,2,90,NumerAI,XGBClassifier,closest,0.0263936670778611
Decoded,decoded,MLP,Agglo,2,90,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,GaussianNB,centroid,0.1022376543209877
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Nursery,GaussianNB,centroid,0.0046296296296296
Original,original,,Agglo,0,90,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,90,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,90,Nursery,GaussianNB,centroid,0.0362654320987654
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,90,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,90,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,GaussianNB,closest,0.0964506172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Nursery,GaussianNB,closest,0.0038580246913579
Original,original,,Agglo,0,90,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,90,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,90,Nursery,GaussianNB,closest,0.0462962962962962
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,90,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,2,90,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,90,Nursery,GaussianNB,centroid,0.0552469135802469
Encoded-FT,encoded,MLP-MultiHead,KIP,3,90,Nursery,GaussianNB,centroid,0.0008487654320986999
Original,original,,KIP,0,90,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,90,Nursery,GaussianNB,centroid,0.0001543209876543
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,90,Nursery,GaussianNB,centroid,0.0693672839506172
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,90,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,90,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,GaussianNB,centroid,0.07854938271604932
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Nursery,GaussianNB,centroid,0.00478395061728394
Original,original,,KMeans,0,90,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,90,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,90,Nursery,GaussianNB,centroid,0.02947530864197524
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,90,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,90,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,GaussianNB,closest,0.08503086419753082
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Nursery,GaussianNB,closest,0.0035493827160493403
Original,original,,KMeans,0,90,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,90,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,90,Nursery,GaussianNB,closest,0.021141975308641918
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,90,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,90,Nursery,KNeighborsClassifier,centroid,0.076003086419753
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Nursery,KNeighborsClassifier,centroid,0.0455246913580247
Encoded,encoded,MLP,Agglo,2,90,Nursery,KNeighborsClassifier,centroid,0.0339506172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Nursery,KNeighborsClassifier,centroid,0.0007716049382715
Original,original,,Agglo,0,90,Nursery,KNeighborsClassifier,centroid,0.0003858024691357
Decoded,decoded,GNN,Agglo,4,90,Nursery,KNeighborsClassifier,centroid,0.0601851851851851
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Nursery,KNeighborsClassifier,centroid,0.0520833333333332
Encoded,encoded,GNN,Agglo,2,90,Nursery,KNeighborsClassifier,centroid,0.0131172839506172
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,1,90,Nursery,KNeighborsClassifier,centroid,0.0003858024691357
Decoded,decoded,MLP,Agglo,2,90,Nursery,KNeighborsClassifier,closest,0.0439814814814815
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,KNeighborsClassifier,closest,0.0435956790123457
Encoded,encoded,MLP,Agglo,4,90,Nursery,KNeighborsClassifier,closest,0.1087962962962962
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Nursery,KNeighborsClassifier,closest,0.0019290123456789
Original,original,,Agglo,3,90,Nursery,KNeighborsClassifier,closest,0.044753086419753
Decoded,decoded,GNN,Agglo,2,90,Nursery,KNeighborsClassifier,closest,0.0466820987654321
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Nursery,KNeighborsClassifier,closest,0.0555555555555555
Encoded,encoded,GNN,Agglo,4,90,Nursery,KNeighborsClassifier,closest,0.0771604938271603
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,1,90,Nursery,KNeighborsClassifier,closest,0.044753086419753
Decoded,decoded,MLP,KIP,3,90,Nursery,KNeighborsClassifier,centroid,0.08688271604938266
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,Nursery,KNeighborsClassifier,centroid,0.05817901234567896
Encoded,encoded,MLP,KIP,4,90,Nursery,KNeighborsClassifier,centroid,0.19220679012345676
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Nursery,KNeighborsClassifier,centroid,0.007716049382716039
Original,original,,KIP,1,90,Nursery,KNeighborsClassifier,centroid,0.0496913580246913
Decoded,decoded,GNN,KIP,3,90,Nursery,KNeighborsClassifier,centroid,0.1190586419753086
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Nursery,KNeighborsClassifier,centroid,0.052932098765432076
Encoded,encoded,GNN,KIP,4,90,Nursery,KNeighborsClassifier,centroid,0.21257716049382713
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,90,Nursery,KNeighborsClassifier,centroid,0.0496913580246913
Decoded,decoded,MLP,KMeans,4,90,Nursery,KNeighborsClassifier,centroid,0.06373456790123451
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Nursery,KNeighborsClassifier,centroid,0.05740740740740737
Encoded,encoded,MLP,KMeans,2,90,Nursery,KNeighborsClassifier,centroid,0.037037037037037
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Nursery,KNeighborsClassifier,centroid,0.0012345679012345202
Original,original,,KMeans,0,90,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,90,Nursery,KNeighborsClassifier,centroid,0.05277777777777776
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Nursery,KNeighborsClassifier,centroid,0.04058641975308632
Encoded,encoded,GNN,KMeans,2,90,Nursery,KNeighborsClassifier,centroid,0.01527777777777774
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,90,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,3,90,Nursery,KNeighborsClassifier,closest,0.050848765432098694
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Nursery,KNeighborsClassifier,closest,0.046604938271604904
Encoded,encoded,MLP,KMeans,4,90,Nursery,KNeighborsClassifier,closest,0.0888117283950617
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Nursery,KNeighborsClassifier,closest,0.00154320987654318
Original,original,,KMeans,1,90,Nursery,KNeighborsClassifier,closest,0.04621913580246912
Decoded,decoded,GNN,KMeans,3,90,Nursery,KNeighborsClassifier,closest,0.05092592592592586
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Nursery,KNeighborsClassifier,closest,0.05023148148148145
Encoded,encoded,GNN,KMeans,4,90,Nursery,KNeighborsClassifier,closest,0.06057098765432094
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,1,90,Nursery,KNeighborsClassifier,closest,0.04621913580246912
Decoded,decoded,MLP,Agglo,3,90,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,LogisticRegression,centroid,0.0027006172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,90,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,90,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,90,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,90,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,90,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,LogisticRegression,closest,0.0042438271604938
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,90,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,90,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,90,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,90,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,3,90,Nursery,LogisticRegression,centroid,0.00200617283950614
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KIP,4,90,Nursery,LogisticRegression,centroid,0.01018518518518516
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,Nursery,LogisticRegression,centroid,0.0001543209876543
Original,original,,KIP,0,90,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,90,Nursery,LogisticRegression,centroid,0.02299382716049378
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,2,90,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,90,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,90,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,LogisticRegression,centroid,0.0023919753086419
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,90,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,90,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,90,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,90,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,90,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,LogisticRegression,closest,0.00401234567901228
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,90,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,90,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,90,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,90,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,2,90,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,MLPClassifier,centroid,0.0027006172839505
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Nursery,MLPClassifier,centroid,0.0007716049382715
Original,original,,Agglo,0,90,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,4,90,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,2,90,Nursery,MLPClassifier,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,90,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,90,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,MLPClassifier,closest,0.0057870370370369
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,90,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,4,90,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,2,90,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,90,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,90,Nursery,MLPClassifier,centroid,0.01018518518518512
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Nursery,MLPClassifier,centroid,0.0003086419753086
Encoded,encoded,MLP,KIP,4,90,Nursery,MLPClassifier,centroid,0.010648148148148101
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,Nursery,MLPClassifier,centroid,0.00061728395061724
Original,original,,KIP,0,90,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,90,Nursery,MLPClassifier,centroid,0.04359567901234564
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,3,90,Nursery,MLPClassifier,centroid,0.0033950617283949997
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,90,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,90,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,MLPClassifier,centroid,0.00293209876543202
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Nursery,MLPClassifier,centroid,0.00138888888888886
Original,original,,KMeans,0,90,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,3,90,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,90,Nursery,MLPClassifier,centroid,7.716049382714e-05
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,90,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,90,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,MLPClassifier,closest,0.00393518518518512
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,KMeans,0,90,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,4,90,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,2,90,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,90,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,90,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,XGBClassifier,centroid,0.1338734567901234
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Nursery,XGBClassifier,centroid,0.0925925925925925
Original,original,,Agglo,0,90,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,90,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,90,Nursery,XGBClassifier,centroid,0.0401234567901234
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Nursery,XGBClassifier,centroid,0.0046296296296296
Original,original,,Agglo,0,90,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,90,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,90,Nursery,XGBClassifier,closest,0.0563271604938271
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Nursery,XGBClassifier,closest,0.0324074074074074
Original,original,,Agglo,0,90,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,90,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,90,Nursery,XGBClassifier,closest,0.0671296296296295
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Nursery,XGBClassifier,closest,0.0073302469135801
Original,original,,Agglo,0,90,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,90,Nursery,XGBClassifier,centroid,0.025
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,90,Nursery,XGBClassifier,centroid,0.07908950617283947
Encoded-FT,encoded,MLP-MultiHead,KIP,2,90,Nursery,XGBClassifier,centroid,0.00910493827160494
Original,original,,KIP,0,90,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,90,Nursery,XGBClassifier,centroid,0.05956790123456783
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,90,Nursery,XGBClassifier,centroid,0.07484567901234565
Encoded-FT,encoded,GNN-MultiHead,KIP,2,90,Nursery,XGBClassifier,centroid,0.0037037037037036605
Original,original,,KIP,0,90,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,90,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,XGBClassifier,centroid,0.1152777777777777
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Nursery,XGBClassifier,centroid,0.08055555555555556
Original,original,,KMeans,0,90,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,90,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,90,Nursery,XGBClassifier,centroid,0.062191358024691355
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,Nursery,XGBClassifier,centroid,0.0040123456790123
Original,original,,KMeans,0,90,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,90,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,90,Nursery,XGBClassifier,closest,0.07685185185185181
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,Nursery,XGBClassifier,closest,0.04405864197530862
Original,original,,KMeans,0,90,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,90,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,90,Nursery,XGBClassifier,closest,0.05169753086419748
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,Nursery,XGBClassifier,closest,0.00486111111111104
Original,original,,KMeans,0,90,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,90,OnlineShoppers,GaussianNB,centroid,-0.1479477264067578
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,OnlineShoppers,GaussianNB,centroid,-0.0686820536517742
Encoded,encoded,MLP,Agglo,1,90,OnlineShoppers,GaussianNB,centroid,-0.1660910734408314
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,GaussianNB,centroid,-0.2235004175077622
Original,original,,Agglo,3,90,OnlineShoppers,GaussianNB,centroid,-0.0711344050717059
Decoded,decoded,GNN,Agglo,4,90,OnlineShoppers,GaussianNB,centroid,0.0749081888270057
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,OnlineShoppers,GaussianNB,centroid,-0.1232418059034788
Encoded,encoded,GNN,Agglo,1,90,OnlineShoppers,GaussianNB,centroid,-0.1597392805895373
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,GaussianNB,centroid,-0.177509708068844
Original,original,,Agglo,3,90,OnlineShoppers,GaussianNB,centroid,-0.0711344050717059
Decoded,decoded,MLP,Agglo,1,90,OnlineShoppers,GaussianNB,closest,-0.1674408800901492
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,OnlineShoppers,GaussianNB,closest,-0.1251266710444179
Encoded,encoded,MLP,Agglo,2,90,OnlineShoppers,GaussianNB,closest,-0.1559533364139732
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,GaussianNB,closest,-0.2148462517531273
Original,original,,Agglo,4,90,OnlineShoppers,GaussianNB,closest,-0.1119042407438934
Decoded,decoded,GNN,Agglo,3,90,OnlineShoppers,GaussianNB,closest,-0.1215069192791302
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,GaussianNB,closest,-0.1944126922359769
Encoded,encoded,GNN,Agglo,2,90,OnlineShoppers,GaussianNB,closest,-0.1339105479485369
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,GaussianNB,closest,-0.1582394954236284
Original,original,,Agglo,4,90,OnlineShoppers,GaussianNB,closest,-0.1119042407438934
Decoded,decoded,MLP,KIP,4,90,OnlineShoppers,GaussianNB,centroid,-0.022517855550421136
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,OnlineShoppers,GaussianNB,centroid,-0.1178977065447381
Encoded,encoded,MLP,KIP,1,90,OnlineShoppers,GaussianNB,centroid,-0.12849753954163318
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,OnlineShoppers,GaussianNB,centroid,-0.20896871529213373
Original,original,,KIP,3,90,OnlineShoppers,GaussianNB,centroid,-0.07587048341724022
Decoded,decoded,GNN,KIP,4,90,OnlineShoppers,GaussianNB,centroid,-0.01468168073221938
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,OnlineShoppers,GaussianNB,centroid,-0.1251939587032127
Encoded,encoded,GNN,KIP,1,90,OnlineShoppers,GaussianNB,centroid,-0.1389895501455196
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,OnlineShoppers,GaussianNB,centroid,-0.18388176828724528
Original,original,,KIP,3,90,OnlineShoppers,GaussianNB,centroid,-0.07587048341724022
Decoded,decoded,MLP,KMeans,2,90,OnlineShoppers,GaussianNB,centroid,-0.1517328598876376
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,OnlineShoppers,GaussianNB,centroid,-0.02915501293058012
Encoded,encoded,MLP,KMeans,1,90,OnlineShoppers,GaussianNB,centroid,-0.19037056854018203
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,GaussianNB,centroid,-0.21579719661778177
Original,original,,KMeans,3,90,OnlineShoppers,GaussianNB,centroid,-0.0687071851869867
Decoded,decoded,GNN,KMeans,4,90,OnlineShoppers,GaussianNB,centroid,-0.04072849024328946
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,OnlineShoppers,GaussianNB,centroid,-0.13481690460555645
Encoded,encoded,GNN,KMeans,1,90,OnlineShoppers,GaussianNB,centroid,-0.14422825919530444
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,GaussianNB,centroid,-0.1631174453389109
Original,original,,KMeans,3,90,OnlineShoppers,GaussianNB,centroid,-0.0687071851869867
Decoded,decoded,MLP,KMeans,3,90,OnlineShoppers,GaussianNB,closest,-0.1391419607461633
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,OnlineShoppers,GaussianNB,closest,-0.10942108292595917
Encoded,encoded,MLP,KMeans,1,90,OnlineShoppers,GaussianNB,closest,-0.17621178587932002
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,GaussianNB,closest,-0.20434856628645082
Original,original,,KMeans,2,90,OnlineShoppers,GaussianNB,closest,-0.14514272279916657
Decoded,decoded,GNN,KMeans,3,90,OnlineShoppers,GaussianNB,closest,-0.12345907207886435
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,OnlineShoppers,GaussianNB,closest,-0.16042512829243377
Encoded,encoded,GNN,KMeans,4,90,OnlineShoppers,GaussianNB,closest,-0.0894001670031049
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,GaussianNB,closest,-0.16672179390519729
Original,original,,KMeans,2,90,OnlineShoppers,GaussianNB,closest,-0.14514272279916657
Decoded,decoded,MLP,Agglo,1,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.0149837818883143
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.0037661085298501
Encoded,encoded,MLP,Agglo,3,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0101762075918295
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.0766967651442099
Original,original,,Agglo,4,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0114420969580081
Decoded,decoded,GNN,Agglo,3,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0387621635837642
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.03349171561322
Encoded,encoded,GNN,Agglo,4,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0822582624704128
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.0254405189795741
Original,original,,Agglo,2,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0114420969580081
Decoded,decoded,MLP,Agglo,3,90,OnlineShoppers,KNeighborsClassifier,closest,0.0508564916279476
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,OnlineShoppers,KNeighborsClassifier,closest,0.0041483299728236
Encoded,encoded,MLP,Agglo,2,90,OnlineShoppers,KNeighborsClassifier,closest,0.0346524064171122
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,KNeighborsClassifier,closest,-0.0407819759796616
Original,original,,Agglo,4,90,OnlineShoppers,KNeighborsClassifier,closest,0.0737336723064784
Decoded,decoded,GNN,Agglo,2,90,OnlineShoppers,KNeighborsClassifier,closest,0.0255036381169456
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,KNeighborsClassifier,closest,0.0157412115367755
Encoded,encoded,GNN,Agglo,4,90,OnlineShoppers,KNeighborsClassifier,closest,0.0837310423424212
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,KNeighborsClassifier,closest,-0.014878583326028
Original,original,,Agglo,3,90,OnlineShoppers,KNeighborsClassifier,closest,0.0737336723064784
Decoded,decoded,MLP,KIP,3,90,OnlineShoppers,KNeighborsClassifier,centroid,0.11497431401770833
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,OnlineShoppers,KNeighborsClassifier,centroid,0.06545594810204244
Encoded,encoded,MLP,KIP,2,90,OnlineShoppers,KNeighborsClassifier,centroid,0.10447479617778543
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,OnlineShoppers,KNeighborsClassifier,centroid,0.02095415095993674
Original,original,,KIP,4,90,OnlineShoppers,KNeighborsClassifier,centroid,0.21441150170947648
Decoded,decoded,GNN,KIP,1,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0791121241343034
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,OnlineShoppers,KNeighborsClassifier,centroid,0.08075742964846137
Encoded,encoded,GNN,KIP,3,90,OnlineShoppers,KNeighborsClassifier,centroid,0.11614903129657214
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,OnlineShoppers,KNeighborsClassifier,centroid,0.05469203120890666
Original,original,,KIP,4,90,OnlineShoppers,KNeighborsClassifier,centroid,0.21441150170947648
Decoded,decoded,MLP,KMeans,4,90,OnlineShoppers,KNeighborsClassifier,centroid,0.01920575085473822
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.009181730516349679
Encoded,encoded,MLP,KMeans,3,90,OnlineShoppers,KNeighborsClassifier,centroid,0.00929674761111586
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.028662400280529538
Original,original,,KMeans,1,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.01834171999649346
Decoded,decoded,GNN,KMeans,3,90,OnlineShoppers,KNeighborsClassifier,centroid,0.024504953098974203
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,OnlineShoppers,KNeighborsClassifier,centroid,0.0033824844393792004
Encoded,encoded,GNN,KMeans,4,90,OnlineShoppers,KNeighborsClassifier,centroid,0.03234785657929322
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.013637240291049438
Original,original,,KMeans,0,90,OnlineShoppers,KNeighborsClassifier,centroid,-0.01834171999649346
Decoded,decoded,MLP,KMeans,3,90,OnlineShoppers,KNeighborsClassifier,closest,0.020510914350837097
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,OnlineShoppers,KNeighborsClassifier,closest,0.013705268694661016
Encoded,encoded,MLP,KMeans,4,90,OnlineShoppers,KNeighborsClassifier,closest,0.02588515823617062
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,KNeighborsClassifier,closest,-0.018170597001841038
Original,original,,KMeans,1,90,OnlineShoppers,KNeighborsClassifier,closest,0.00530691680547026
Decoded,decoded,GNN,KMeans,4,90,OnlineShoppers,KNeighborsClassifier,closest,0.04613447882878914
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,OnlineShoppers,KNeighborsClassifier,closest,0.038449373191899575
Encoded,encoded,GNN,KMeans,3,90,OnlineShoppers,KNeighborsClassifier,closest,0.0427456824756728
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,KNeighborsClassifier,closest,0.0017729464363986213
Original,original,,KMeans,1,90,OnlineShoppers,KNeighborsClassifier,closest,0.00530691680547026
Decoded,decoded,MLP,Agglo,3,90,OnlineShoppers,LogisticRegression,centroid,0.2375041756275865
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,OnlineShoppers,LogisticRegression,centroid,0.2167406086339555
Encoded,encoded,MLP,Agglo,4,90,OnlineShoppers,LogisticRegression,centroid,0.2731868113665415
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,OnlineShoppers,LogisticRegression,centroid,0.2120832309556872
Original,original,,Agglo,0,90,OnlineShoppers,LogisticRegression,centroid,0.1491271903064703
Decoded,decoded,GNN,Agglo,4,90,OnlineShoppers,LogisticRegression,centroid,0.3178529130006267
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,OnlineShoppers,LogisticRegression,centroid,0.2259421734245115
Encoded,encoded,GNN,Agglo,3,90,OnlineShoppers,LogisticRegression,centroid,0.2326121345808222
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,LogisticRegression,centroid,0.1793407891867119
Original,original,,Agglo,0,90,OnlineShoppers,LogisticRegression,centroid,0.1491271903064703
Decoded,decoded,MLP,Agglo,1,90,OnlineShoppers,LogisticRegression,closest,0.1929761112690872
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,OnlineShoppers,LogisticRegression,closest,0.1949997377291763
Encoded,encoded,MLP,Agglo,3,90,OnlineShoppers,LogisticRegression,closest,0.226701378440234
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,LogisticRegression,closest,0.157147156018011
Original,original,,Agglo,4,90,OnlineShoppers,LogisticRegression,closest,0.2488259929711419
Decoded,decoded,GNN,Agglo,2,90,OnlineShoppers,LogisticRegression,closest,0.224986955477457
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,LogisticRegression,closest,0.1866208751011123
Encoded,encoded,GNN,Agglo,3,90,OnlineShoppers,LogisticRegression,closest,0.2370514133636647
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,LogisticRegression,closest,0.1950328666753169
Original,original,,Agglo,4,90,OnlineShoppers,LogisticRegression,closest,0.2488259929711419
Decoded,decoded,MLP,KIP,4,90,OnlineShoppers,LogisticRegression,centroid,0.26148787618608527
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,OnlineShoppers,LogisticRegression,centroid,0.21508913066884577
Encoded,encoded,MLP,KIP,3,90,OnlineShoppers,LogisticRegression,centroid,0.22786530874797423
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,OnlineShoppers,LogisticRegression,centroid,0.15773685125931403
Original,original,,KIP,1,90,OnlineShoppers,LogisticRegression,centroid,0.19079125727111337
Decoded,decoded,GNN,KIP,4,90,OnlineShoppers,LogisticRegression,centroid,0.25662178614713116
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,OnlineShoppers,LogisticRegression,centroid,0.23082869298025238
Encoded,encoded,GNN,KIP,2,90,OnlineShoppers,LogisticRegression,centroid,0.2065871387909591
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,OnlineShoppers,LogisticRegression,centroid,0.18086969005110137
Original,original,,KIP,1,90,OnlineShoppers,LogisticRegression,centroid,0.19079125727111337
Decoded,decoded,MLP,KMeans,2,90,OnlineShoppers,LogisticRegression,centroid,0.2178537412242802
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,OnlineShoppers,LogisticRegression,centroid,0.24327247729977
Encoded,encoded,MLP,KMeans,4,90,OnlineShoppers,LogisticRegression,centroid,0.2656715099345427
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,OnlineShoppers,LogisticRegression,centroid,0.20343988890760056
Original,original,,KMeans,0,90,OnlineShoppers,LogisticRegression,centroid,0.15411861819165643
Decoded,decoded,GNN,KMeans,4,90,OnlineShoppers,LogisticRegression,centroid,0.2634010728257058
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,OnlineShoppers,LogisticRegression,centroid,0.24450929128901971
Encoded,encoded,GNN,KMeans,2,90,OnlineShoppers,LogisticRegression,centroid,0.23758865444024496
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,OnlineShoppers,LogisticRegression,centroid,0.18816413184216269
Original,original,,KMeans,0,90,OnlineShoppers,LogisticRegression,centroid,0.15411861819165643
Decoded,decoded,MLP,KMeans,2,90,OnlineShoppers,LogisticRegression,closest,0.21484397646740527
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,OnlineShoppers,LogisticRegression,closest,0.2165931848236297
Encoded,encoded,MLP,KMeans,4,90,OnlineShoppers,LogisticRegression,closest,0.22763506257229693
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,LogisticRegression,closest,0.16586835108952824
Original,original,,KMeans,1,90,OnlineShoppers,LogisticRegression,closest,0.19757109609879048
Decoded,decoded,GNN,KMeans,4,90,OnlineShoppers,LogisticRegression,closest,0.21782944666377707
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,LogisticRegression,closest,0.18243337630893847
Encoded,encoded,GNN,KMeans,3,90,OnlineShoppers,LogisticRegression,closest,0.21782171657634422
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,OnlineShoppers,LogisticRegression,closest,0.1885859737563532
Original,original,,KMeans,2,90,OnlineShoppers,LogisticRegression,closest,0.19757109609879048
Decoded,decoded,MLP,Agglo,4,90,OnlineShoppers,MLPClassifier,centroid,0.1378688061226708
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,OnlineShoppers,MLPClassifier,centroid,0.1365642597786619
Encoded,encoded,MLP,Agglo,2,90,OnlineShoppers,MLPClassifier,centroid,0.1217203860214753
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,MLPClassifier,centroid,0.0639786799854638
Original,original,,Agglo,1,90,OnlineShoppers,MLPClassifier,centroid,0.0903087736953761
Decoded,decoded,GNN,Agglo,4,90,OnlineShoppers,MLPClassifier,centroid,0.2373311466651758
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,OnlineShoppers,MLPClassifier,centroid,0.1423912334485683
Encoded,encoded,GNN,Agglo,3,90,OnlineShoppers,MLPClassifier,centroid,0.1472304791722965
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,MLPClassifier,centroid,0.0699330022270469
Original,original,,Agglo,1,90,OnlineShoppers,MLPClassifier,centroid,0.0903087736953761
Decoded,decoded,MLP,Agglo,1,90,OnlineShoppers,MLPClassifier,closest,0.1073144671083488
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,OnlineShoppers,MLPClassifier,closest,0.1095228777049924
Encoded,encoded,MLP,Agglo,3,90,OnlineShoppers,MLPClassifier,closest,0.1229814474873506
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,MLPClassifier,closest,0.0457119251066156
Original,original,,Agglo,4,90,OnlineShoppers,MLPClassifier,closest,0.1516193458010691
Decoded,decoded,GNN,Agglo,2,90,OnlineShoppers,MLPClassifier,closest,0.1312684228345308
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,MLPClassifier,closest,0.0920171081934829
Encoded,encoded,GNN,Agglo,4,90,OnlineShoppers,MLPClassifier,closest,0.1568903342434097
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,MLPClassifier,closest,0.0864075589142448
Original,original,,Agglo,3,90,OnlineShoppers,MLPClassifier,closest,0.1516193458010691
Decoded,decoded,MLP,KIP,4,90,OnlineShoppers,MLPClassifier,centroid,0.16981652487490334
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,OnlineShoppers,MLPClassifier,centroid,0.12599805560473493
Encoded,encoded,MLP,KIP,3,90,OnlineShoppers,MLPClassifier,centroid,0.1638255510931788
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,OnlineShoppers,MLPClassifier,centroid,0.07987861506875271
Original,original,,KIP,1,90,OnlineShoppers,MLPClassifier,centroid,0.08632618007088036
Decoded,decoded,GNN,KIP,4,90,OnlineShoppers,MLPClassifier,centroid,0.16465300620280726
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,OnlineShoppers,MLPClassifier,centroid,0.1419681877055826
Encoded,encoded,GNN,KIP,2,90,OnlineShoppers,MLPClassifier,centroid,0.1260918586989946
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,OnlineShoppers,MLPClassifier,centroid,0.10290385804050935
Original,original,,KIP,0,90,OnlineShoppers,MLPClassifier,centroid,0.08632618007088036
Decoded,decoded,MLP,KMeans,3,90,OnlineShoppers,MLPClassifier,centroid,0.11906905088041356
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,OnlineShoppers,MLPClassifier,centroid,0.15843591105478788
Encoded,encoded,MLP,KMeans,2,90,OnlineShoppers,MLPClassifier,centroid,0.11159213669160839
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,MLPClassifier,centroid,0.08605533140136236
Original,original,,KMeans,1,90,OnlineShoppers,MLPClassifier,centroid,0.09368382145109042
Decoded,decoded,GNN,KMeans,4,90,OnlineShoppers,MLPClassifier,centroid,0.18922693204866578
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,OnlineShoppers,MLPClassifier,centroid,0.15606536398396034
Encoded,encoded,GNN,KMeans,2,90,OnlineShoppers,MLPClassifier,centroid,0.12613844963985202
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,MLPClassifier,centroid,0.047583638503996
Original,original,,KMeans,1,90,OnlineShoppers,MLPClassifier,centroid,0.09368382145109042
Decoded,decoded,MLP,KMeans,3,90,OnlineShoppers,MLPClassifier,closest,0.13061863451270533
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,OnlineShoppers,MLPClassifier,closest,0.12729825346093043
Encoded,encoded,MLP,KMeans,4,90,OnlineShoppers,MLPClassifier,closest,0.14536435668781902
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,MLPClassifier,closest,0.08576646756804604
Original,original,,KMeans,1,90,OnlineShoppers,MLPClassifier,closest,0.0973104602874351
Decoded,decoded,GNN,KMeans,3,90,OnlineShoppers,MLPClassifier,closest,0.1268019046376623
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,OnlineShoppers,MLPClassifier,closest,0.10438607117232127
Encoded,encoded,GNN,KMeans,4,90,OnlineShoppers,MLPClassifier,closest,0.13066336181592852
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,MLPClassifier,closest,0.08871474230550612
Original,original,,KMeans,1,90,OnlineShoppers,MLPClassifier,closest,0.0973104602874351
Decoded,decoded,MLP,Agglo,3,90,OnlineShoppers,XGBClassifier,centroid,0.2551985761169476
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,OnlineShoppers,XGBClassifier,centroid,0.2128589624029951
Encoded,encoded,MLP,Agglo,2,90,OnlineShoppers,XGBClassifier,centroid,0.2337082855358681
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,XGBClassifier,centroid,0.1726953368930409
Original,original,,Agglo,4,90,OnlineShoppers,XGBClassifier,centroid,0.384748275852583
Decoded,decoded,GNN,Agglo,3,90,OnlineShoppers,XGBClassifier,centroid,0.2456335811924194
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,XGBClassifier,centroid,0.2238131786208471
Encoded,encoded,GNN,Agglo,2,90,OnlineShoppers,XGBClassifier,centroid,0.2455923171936079
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,XGBClassifier,centroid,0.2011647451397887
Original,original,,Agglo,4,90,OnlineShoppers,XGBClassifier,centroid,0.384748275852583
Decoded,decoded,MLP,Agglo,2,90,OnlineShoppers,XGBClassifier,closest,0.1972969329845149
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,OnlineShoppers,XGBClassifier,closest,0.1843125280251324
Encoded,encoded,MLP,Agglo,4,90,OnlineShoppers,XGBClassifier,closest,0.2457271129230592
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,OnlineShoppers,XGBClassifier,closest,0.1492271253022588
Original,original,,Agglo,3,90,OnlineShoppers,XGBClassifier,closest,0.2364729734562451
Decoded,decoded,GNN,Agglo,4,90,OnlineShoppers,XGBClassifier,closest,0.2400574394863457
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,OnlineShoppers,XGBClassifier,closest,0.1829095520655382
Encoded,encoded,GNN,Agglo,2,90,OnlineShoppers,XGBClassifier,closest,0.2300412915081441
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,OnlineShoppers,XGBClassifier,closest,0.2270400233279139
Original,original,,Agglo,3,90,OnlineShoppers,XGBClassifier,closest,0.2364729734562451
Decoded,decoded,MLP,KIP,3,90,OnlineShoppers,XGBClassifier,centroid,0.24800928715066584
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,OnlineShoppers,XGBClassifier,centroid,0.22136264727808902
Encoded,encoded,MLP,KIP,4,90,OnlineShoppers,XGBClassifier,centroid,0.2892001111377034
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,OnlineShoppers,XGBClassifier,centroid,0.17695268119709603
Original,original,,KIP,1,90,OnlineShoppers,XGBClassifier,centroid,0.22082071342703008
Decoded,decoded,GNN,KIP,3,90,OnlineShoppers,XGBClassifier,centroid,0.23990778871732227
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,OnlineShoppers,XGBClassifier,centroid,0.2323751832809279
Encoded,encoded,GNN,KIP,4,90,OnlineShoppers,XGBClassifier,centroid,0.27435717567184664
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,OnlineShoppers,XGBClassifier,centroid,0.2288292303163848
Original,original,,KIP,0,90,OnlineShoppers,XGBClassifier,centroid,0.22082071342703008
Decoded,decoded,MLP,KMeans,2,90,OnlineShoppers,XGBClassifier,centroid,0.22609590303510457
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,OnlineShoppers,XGBClassifier,centroid,0.2175718612539303
Encoded,encoded,MLP,KMeans,3,90,OnlineShoppers,XGBClassifier,centroid,0.23057882386599654
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,XGBClassifier,centroid,0.19326516520729647
Original,original,,KMeans,4,90,OnlineShoppers,XGBClassifier,centroid,0.383332095413369
Decoded,decoded,GNN,KMeans,1,90,OnlineShoppers,XGBClassifier,centroid,0.2286179586424694
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,OnlineShoppers,XGBClassifier,centroid,0.23790675986828527
Encoded,encoded,GNN,KMeans,2,90,OnlineShoppers,XGBClassifier,centroid,0.2321452052608847
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,XGBClassifier,centroid,0.21089039456635658
Original,original,,KMeans,4,90,OnlineShoppers,XGBClassifier,centroid,0.383332095413369
Decoded,decoded,MLP,KMeans,2,90,OnlineShoppers,XGBClassifier,closest,0.2024494309694563
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,OnlineShoppers,XGBClassifier,closest,0.20194821093055815
Encoded,encoded,MLP,KMeans,4,90,OnlineShoppers,XGBClassifier,closest,0.24673780580061783
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,OnlineShoppers,XGBClassifier,closest,0.19111338521593443
Original,original,,KMeans,3,90,OnlineShoppers,XGBClassifier,closest,0.20321859190730454
Decoded,decoded,GNN,KMeans,3,90,OnlineShoppers,XGBClassifier,closest,0.2321028408887714
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,OnlineShoppers,XGBClassifier,closest,0.20185302863996607
Encoded,encoded,GNN,KMeans,4,90,OnlineShoppers,XGBClassifier,closest,0.2520377538079793
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,OnlineShoppers,XGBClassifier,closest,0.214472659849854
Original,original,,KMeans,1,90,OnlineShoppers,XGBClassifier,closest,0.20321859190730454
Decoded,decoded,MLP,Agglo,2,90,PhishingWebsites,GaussianNB,centroid,-0.2492401215805472
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,PhishingWebsites,GaussianNB,centroid,-0.2534535164028928
Encoded,encoded,MLP,Agglo,3,90,PhishingWebsites,GaussianNB,centroid,-0.2412325752017608
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,GaussianNB,centroid,-0.3083324599098628
Original,original,,Agglo,4,90,PhishingWebsites,GaussianNB,centroid,-0.1304894665129441
Decoded,decoded,GNN,Agglo,4,90,PhishingWebsites,GaussianNB,centroid,-0.121832093072005
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,PhishingWebsites,GaussianNB,centroid,-0.14428256996122
Encoded,encoded,GNN,Agglo,1,90,PhishingWebsites,GaussianNB,centroid,-0.2239597526464731
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,PhishingWebsites,GaussianNB,centroid,-0.2689655172413794
Original,original,,Agglo,3,90,PhishingWebsites,GaussianNB,centroid,-0.1304894665129441
Decoded,decoded,MLP,Agglo,1,90,PhishingWebsites,GaussianNB,closest,-0.2609998951891835
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,PhishingWebsites,GaussianNB,closest,-0.05946965726863
Encoded,encoded,MLP,Agglo,2,90,PhishingWebsites,GaussianNB,closest,-0.2422806833665234
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,GaussianNB,closest,-0.303364427208888
Original,original,,Agglo,3,90,PhishingWebsites,GaussianNB,closest,-0.2336442720888795
Decoded,decoded,GNN,Agglo,1,90,PhishingWebsites,GaussianNB,closest,-0.2410019914055131
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,PhishingWebsites,GaussianNB,closest,-0.1386856723613877
Encoded,encoded,GNN,Agglo,3,90,PhishingWebsites,GaussianNB,closest,-0.2196415470076512
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,PhishingWebsites,GaussianNB,closest,-0.2740802850854208
Original,original,,Agglo,2,90,PhishingWebsites,GaussianNB,closest,-0.2336442720888795
Decoded,decoded,MLP,KIP,3,90,PhishingWebsites,GaussianNB,centroid,0.04572267057960378
Decoded-FT,decoded,MLP-MultiHead,KIP,4,90,PhishingWebsites,GaussianNB,centroid,0.06016979352269144
Encoded,encoded,MLP,KIP,1,90,PhishingWebsites,GaussianNB,centroid,-0.21260245257310562
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,PhishingWebsites,GaussianNB,centroid,-0.29172623414736404
Original,original,,KIP,2,90,PhishingWebsites,GaussianNB,centroid,-0.21180589036788602
Decoded,decoded,GNN,KIP,4,90,PhishingWebsites,GaussianNB,centroid,-0.028625930195996317
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,PhishingWebsites,GaussianNB,centroid,-0.06800545016245681
Encoded,encoded,GNN,KIP,2,90,PhishingWebsites,GaussianNB,centroid,-0.17334032072109845
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,PhishingWebsites,GaussianNB,centroid,-0.2584802431610943
Original,original,,KIP,1,90,PhishingWebsites,GaussianNB,centroid,-0.21180589036788602
Decoded,decoded,MLP,KMeans,4,90,PhishingWebsites,GaussianNB,centroid,-0.1379519966460539
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,PhishingWebsites,GaussianNB,centroid,-0.2135164028927786
Encoded,encoded,MLP,KMeans,1,90,PhishingWebsites,GaussianNB,centroid,-0.23703175767739232
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,GaussianNB,centroid,-0.30924221779687666
Original,original,,KMeans,3,90,PhishingWebsites,GaussianNB,centroid,-0.15543024840163502
Decoded,decoded,GNN,KMeans,4,90,PhishingWebsites,GaussianNB,centroid,-0.1102232470390945
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,PhishingWebsites,GaussianNB,centroid,-0.17435488942458868
Encoded,encoded,GNN,KMeans,1,90,PhishingWebsites,GaussianNB,centroid,-0.21291269258987536
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,PhishingWebsites,GaussianNB,centroid,-0.2688103972329945
Original,original,,KMeans,3,90,PhishingWebsites,GaussianNB,centroid,-0.15543024840163502
Decoded,decoded,MLP,KMeans,4,90,PhishingWebsites,GaussianNB,closest,-0.11845299234881039
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,PhishingWebsites,GaussianNB,closest,-0.1816539146839954
Encoded,encoded,MLP,KMeans,1,90,PhishingWebsites,GaussianNB,closest,-0.23073053139083952
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,GaussianNB,closest,-0.301532334136883
Original,original,,KMeans,3,90,PhishingWebsites,GaussianNB,closest,-0.16658631170736823
Decoded,decoded,GNN,KMeans,2,90,PhishingWebsites,GaussianNB,closest,-0.1851587883869616
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,PhishingWebsites,GaussianNB,closest,-0.15070537679488524
Encoded,encoded,GNN,KMeans,1,90,PhishingWebsites,GaussianNB,closest,-0.21794780421339482
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,PhishingWebsites,GaussianNB,closest,-0.26745624148412117
Original,original,,KMeans,3,90,PhishingWebsites,GaussianNB,closest,-0.16658631170736823
Decoded,decoded,MLP,Agglo,4,90,PhishingWebsites,KNeighborsClassifier,centroid,0.050891284322123
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0327585370977907
Encoded,encoded,MLP,Agglo,3,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0504064515086381
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,KNeighborsClassifier,centroid,-0.0017777203161109
Original,original,,Agglo,1,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0198135009777461
Decoded,decoded,GNN,Agglo,3,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0612020621555667
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0615091229374403
Encoded,encoded,GNN,Agglo,2,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0569678555844659
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0161287715952616
Original,original,,Agglo,1,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0198135009777461
Decoded,decoded,MLP,Agglo,2,90,PhishingWebsites,KNeighborsClassifier,closest,0.0459621507183605
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,PhishingWebsites,KNeighborsClassifier,closest,0.0405158621135478
Encoded,encoded,MLP,Agglo,4,90,PhishingWebsites,KNeighborsClassifier,closest,0.0585678038689658
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,KNeighborsClassifier,closest,0.0032160576627826
Original,original,,Agglo,3,90,PhishingWebsites,KNeighborsClassifier,closest,0.0538326033905974
Decoded,decoded,GNN,Agglo,3,90,PhishingWebsites,KNeighborsClassifier,closest,0.0542689529227338
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,PhishingWebsites,KNeighborsClassifier,closest,0.0460591172810575
Encoded,encoded,GNN,Agglo,4,90,PhishingWebsites,KNeighborsClassifier,closest,0.0557557735507539
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,PhishingWebsites,KNeighborsClassifier,closest,0.0276354703686345
Original,original,,Agglo,2,90,PhishingWebsites,KNeighborsClassifier,closest,0.0538326033905974
Decoded,decoded,MLP,KIP,3,90,PhishingWebsites,KNeighborsClassifier,centroid,0.14995878921085373
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,PhishingWebsites,KNeighborsClassifier,centroid,0.13945407825201608
Encoded,encoded,MLP,KIP,1,90,PhishingWebsites,KNeighborsClassifier,centroid,0.138561985875204
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,PhishingWebsites,KNeighborsClassifier,centroid,0.02655267708518506
Original,original,,KIP,4,90,PhishingWebsites,KNeighborsClassifier,centroid,0.26256282625208077
Decoded,decoded,GNN,KIP,2,90,PhishingWebsites,KNeighborsClassifier,centroid,0.15521437690902923
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,PhishingWebsites,KNeighborsClassifier,centroid,0.12760153207169056
Encoded,encoded,GNN,KIP,3,90,PhishingWebsites,KNeighborsClassifier,centroid,0.15909303941690772
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,PhishingWebsites,KNeighborsClassifier,centroid,0.08034326163194723
Original,original,,KIP,4,90,PhishingWebsites,KNeighborsClassifier,centroid,0.26256282625208077
Decoded,decoded,MLP,KMeans,3,90,PhishingWebsites,KNeighborsClassifier,centroid,0.046540717875785745
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,PhishingWebsites,KNeighborsClassifier,centroid,0.04744573912762408
Encoded,encoded,MLP,KMeans,2,90,PhishingWebsites,KNeighborsClassifier,centroid,0.04053525542608716
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,KNeighborsClassifier,centroid,-0.0046059117281057
Original,original,,KMeans,1,90,PhishingWebsites,KNeighborsClassifier,centroid,0.021342340449601583
Decoded,decoded,GNN,KMeans,2,90,PhishingWebsites,KNeighborsClassifier,centroid,0.0511886484477269
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,PhishingWebsites,KNeighborsClassifier,centroid,0.05358695476509841
Encoded,encoded,GNN,KMeans,3,90,PhishingWebsites,KNeighborsClassifier,centroid,0.05349968485867118
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,PhishingWebsites,KNeighborsClassifier,centroid,0.02129062494949652
Original,original,,KMeans,1,90,PhishingWebsites,KNeighborsClassifier,centroid,0.021342340449601583
Decoded,decoded,MLP,KMeans,3,90,PhishingWebsites,KNeighborsClassifier,closest,0.05005413966417244
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,PhishingWebsites,KNeighborsClassifier,closest,0.04682192090760694
Encoded,encoded,MLP,KMeans,4,90,PhishingWebsites,KNeighborsClassifier,closest,0.05161530132359354
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,KNeighborsClassifier,closest,0.00466085944696736
Original,original,,KMeans,1,90,PhishingWebsites,KNeighborsClassifier,closest,0.0451831859980283
Decoded,decoded,GNN,KMeans,3,90,PhishingWebsites,KNeighborsClassifier,closest,0.0531506052329621
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,PhishingWebsites,KNeighborsClassifier,closest,0.0530180842639429
Encoded,encoded,GNN,KMeans,4,90,PhishingWebsites,KNeighborsClassifier,closest,0.06379753381708866
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,PhishingWebsites,KNeighborsClassifier,closest,0.028660083714465757
Original,original,,KMeans,1,90,PhishingWebsites,KNeighborsClassifier,closest,0.0451831859980283
Decoded,decoded,MLP,Agglo,4,90,PhishingWebsites,LogisticRegression,centroid,0.0196669963732278
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,PhishingWebsites,LogisticRegression,centroid,0.0099241674909331
Encoded,encoded,MLP,Agglo,2,90,PhishingWebsites,LogisticRegression,centroid,0.0131717771183646
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,LogisticRegression,centroid,-0.0126277612924496
Original,original,,Agglo,3,90,PhishingWebsites,LogisticRegression,centroid,0.0174579624134521
Decoded,decoded,GNN,Agglo,0,90,PhishingWebsites,LogisticRegression,centroid,0.0136333663039895
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,PhishingWebsites,LogisticRegression,centroid,0.0345037916254534
Encoded,encoded,GNN,Agglo,3,90,PhishingWebsites,LogisticRegression,centroid,0.0378173425651171
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,PhishingWebsites,LogisticRegression,centroid,0.0378667985492912
Original,original,,Agglo,1,90,PhishingWebsites,LogisticRegression,centroid,0.0174579624134521
Decoded,decoded,MLP,Agglo,1,90,PhishingWebsites,LogisticRegression,closest,0.0070722057368943
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,PhishingWebsites,LogisticRegression,closest,0.0173095944609299
Encoded,encoded,MLP,Agglo,4,90,PhishingWebsites,LogisticRegression,closest,0.0231289152654138
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,LogisticRegression,closest,-0.001203428948236
Original,original,,Agglo,2,90,PhishingWebsites,LogisticRegression,closest,0.0149521925486317
Decoded,decoded,GNN,Agglo,1,90,PhishingWebsites,LogisticRegression,closest,0.0232937685459941
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,PhishingWebsites,LogisticRegression,closest,0.0306132542037587
Encoded,encoded,GNN,Agglo,3,90,PhishingWebsites,LogisticRegression,closest,0.0318661391361688
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,90,PhishingWebsites,LogisticRegression,closest,0.0431750741839763
Original,original,,Agglo,0,90,PhishingWebsites,LogisticRegression,closest,0.0149521925486317
Decoded,decoded,MLP,KIP,4,90,PhishingWebsites,LogisticRegression,centroid,0.03423013517969012
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,PhishingWebsites,LogisticRegression,centroid,0.0330563798219585
Encoded,encoded,MLP,KIP,2,90,PhishingWebsites,LogisticRegression,centroid,0.03205077481041876
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,PhishingWebsites,LogisticRegression,centroid,-0.0153808110781403
Original,original,,KIP,1,90,PhishingWebsites,LogisticRegression,centroid,0.02232772832179366
Decoded,decoded,GNN,KIP,3,90,PhishingWebsites,LogisticRegression,centroid,0.037223870755028074
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,PhishingWebsites,LogisticRegression,centroid,0.04324431256182004
Encoded,encoded,GNN,KIP,2,90,PhishingWebsites,LogisticRegression,centroid,0.028272337619518684
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,PhishingWebsites,LogisticRegression,centroid,0.00510715463237724
Original,original,,KIP,1,90,PhishingWebsites,LogisticRegression,centroid,0.02232772832179366
Decoded,decoded,MLP,KMeans,3,90,PhishingWebsites,LogisticRegression,centroid,0.010590174744477479
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,PhishingWebsites,LogisticRegression,centroid,0.00937685459940658
Encoded,encoded,MLP,KMeans,4,90,PhishingWebsites,LogisticRegression,centroid,0.0206956808440488
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,LogisticRegression,centroid,-0.01512034289482346
Original,original,,KMeans,1,90,PhishingWebsites,LogisticRegression,centroid,0.0016188592152984599
Decoded,decoded,GNN,KMeans,1,90,PhishingWebsites,LogisticRegression,centroid,0.01022420046158928
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,PhishingWebsites,LogisticRegression,centroid,0.02093306956808442
Encoded,encoded,GNN,KMeans,4,90,PhishingWebsites,LogisticRegression,centroid,0.052555225848994455
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,PhishingWebsites,LogisticRegression,centroid,0.03775140125288496
Original,original,,KMeans,0,90,PhishingWebsites,LogisticRegression,centroid,0.0016188592152984599
Decoded,decoded,MLP,KMeans,3,90,PhishingWebsites,LogisticRegression,closest,0.0172403560830861
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,PhishingWebsites,LogisticRegression,closest,0.01080448400923186
Encoded,encoded,MLP,KMeans,4,90,PhishingWebsites,LogisticRegression,closest,0.03121332014507098
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,LogisticRegression,closest,-0.00658424002637642
Original,original,,KMeans,2,90,PhishingWebsites,LogisticRegression,closest,0.01499835146719422
Decoded,decoded,GNN,KMeans,0,90,PhishingWebsites,LogisticRegression,closest,0.01330695680844056
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,PhishingWebsites,LogisticRegression,closest,0.014052093636663399
Encoded,encoded,GNN,KMeans,4,90,PhishingWebsites,LogisticRegression,closest,0.033949884602703616
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,PhishingWebsites,LogisticRegression,closest,0.028559182327728354
Original,original,,KMeans,2,90,PhishingWebsites,LogisticRegression,closest,0.01499835146719422
Decoded,decoded,MLP,Agglo,2,90,PhishingWebsites,MLPClassifier,centroid,0.0441539299561025
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,PhishingWebsites,MLPClassifier,centroid,0.0461885994424686
Encoded,encoded,MLP,Agglo,1,90,PhishingWebsites,MLPClassifier,centroid,0.0399724438463265
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,MLPClassifier,centroid,0.0221730910955174
Original,original,,Agglo,4,90,PhishingWebsites,MLPClassifier,centroid,0.0549681181710405
Decoded,decoded,GNN,Agglo,2,90,PhishingWebsites,MLPClassifier,centroid,0.0465731039123331
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,PhishingWebsites,MLPClassifier,centroid,0.0746098881732834
Encoded,encoded,GNN,Agglo,1,90,PhishingWebsites,MLPClassifier,centroid,0.0459162421096478
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,PhishingWebsites,MLPClassifier,centroid,0.0455798006985164
Original,original,,Agglo,3,90,PhishingWebsites,MLPClassifier,centroid,0.0549681181710405
Decoded,decoded,MLP,Agglo,2,90,PhishingWebsites,MLPClassifier,closest,0.0416065878432504
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,PhishingWebsites,MLPClassifier,closest,0.0502739594347785
Encoded,encoded,MLP,Agglo,1,90,PhishingWebsites,MLPClassifier,closest,0.0329392162517223
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,MLPClassifier,closest,0.0244160338363933
Original,original,,Agglo,3,90,PhishingWebsites,MLPClassifier,closest,0.0462046204620463
Decoded,decoded,GNN,Agglo,2,90,PhishingWebsites,MLPClassifier,closest,0.0555929379345702
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,PhishingWebsites,MLPClassifier,closest,0.0631388381556603
Encoded,encoded,GNN,Agglo,0,90,PhishingWebsites,MLPClassifier,closest,0.0446185395238554
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,PhishingWebsites,MLPClassifier,closest,0.0589253100067289
Original,original,,Agglo,1,90,PhishingWebsites,MLPClassifier,closest,0.0462046204620463
Decoded,decoded,MLP,KIP,4,90,PhishingWebsites,MLPClassifier,centroid,0.07034188855778789
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,PhishingWebsites,MLPClassifier,centroid,0.06728828222628092
Encoded,encoded,MLP,KIP,2,90,PhishingWebsites,MLPClassifier,centroid,0.05277964689672856
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,PhishingWebsites,MLPClassifier,centroid,0.00925053670415594
Original,original,,KIP,1,90,PhishingWebsites,MLPClassifier,centroid,0.04293312826428282
Decoded,decoded,GNN,KIP,4,90,PhishingWebsites,MLPClassifier,centroid,0.07440802332660457
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,PhishingWebsites,MLPClassifier,centroid,0.06844499983978986
Encoded,encoded,GNN,KIP,2,90,PhishingWebsites,MLPClassifier,centroid,0.0518215899259829
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,PhishingWebsites,MLPClassifier,centroid,0.03117690409817688
Original,original,,KIP,1,90,PhishingWebsites,MLPClassifier,centroid,0.04293312826428282
Decoded,decoded,MLP,KMeans,4,90,PhishingWebsites,MLPClassifier,centroid,0.04542920311448624
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,PhishingWebsites,MLPClassifier,centroid,0.04097215546797404
Encoded,encoded,MLP,KMeans,1,90,PhishingWebsites,MLPClassifier,centroid,0.036659296997660955
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,MLPClassifier,centroid,0.01753981223365058
Original,original,,KMeans,3,90,PhishingWebsites,MLPClassifier,centroid,0.04385914319587304
Decoded,decoded,GNN,KMeans,3,90,PhishingWebsites,MLPClassifier,centroid,0.04582972860392838
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,PhishingWebsites,MLPClassifier,centroid,0.0510333557627608
Encoded,encoded,GNN,KMeans,1,90,PhishingWebsites,MLPClassifier,centroid,0.04455765964946016
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,PhishingWebsites,MLPClassifier,centroid,0.04503829023679072
Original,original,,KMeans,0,90,PhishingWebsites,MLPClassifier,centroid,0.04385914319587304
Decoded,decoded,MLP,KMeans,4,90,PhishingWebsites,MLPClassifier,closest,0.05244640968951272
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,PhishingWebsites,MLPClassifier,closest,0.0478291518472236
Encoded,encoded,MLP,KMeans,2,90,PhishingWebsites,MLPClassifier,closest,0.047358133871639604
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,MLPClassifier,closest,0.0216155596142139
Original,original,,KMeans,1,90,PhishingWebsites,MLPClassifier,closest,0.04454804703771352
Decoded,decoded,GNN,KMeans,2,90,PhishingWebsites,MLPClassifier,closest,0.044987022974142116
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,PhishingWebsites,MLPClassifier,closest,0.04592585472139452
Encoded,encoded,GNN,KMeans,4,90,PhishingWebsites,MLPClassifier,closest,0.051007722131436485
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,PhishingWebsites,MLPClassifier,closest,0.03846646800602396
Original,original,,KMeans,1,90,PhishingWebsites,MLPClassifier,closest,0.04454804703771352
Decoded,decoded,MLP,Agglo,3,90,PhishingWebsites,XGBClassifier,centroid,0.0566699620499409
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,PhishingWebsites,XGBClassifier,centroid,0.0447587460535126
Encoded,encoded,MLP,Agglo,4,90,PhishingWebsites,XGBClassifier,centroid,0.0752782472813087
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,XGBClassifier,centroid,0.0425901712536275
Original,original,,Agglo,2,90,PhishingWebsites,XGBClassifier,centroid,0.0479318812386388
Decoded,decoded,GNN,Agglo,0,90,PhishingWebsites,XGBClassifier,centroid,0.0460662690946199
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,PhishingWebsites,XGBClassifier,centroid,0.0786746181075995
Encoded,encoded,GNN,Agglo,4,90,PhishingWebsites,XGBClassifier,centroid,0.0913033772363426
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,PhishingWebsites,XGBClassifier,centroid,0.0653920974583027
Original,original,,Agglo,1,90,PhishingWebsites,XGBClassifier,centroid,0.0479318812386388
Decoded,decoded,MLP,Agglo,1,90,PhishingWebsites,XGBClassifier,closest,0.040262142424339
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,PhishingWebsites,XGBClassifier,closest,0.0566061804381796
Encoded,encoded,MLP,Agglo,4,90,PhishingWebsites,XGBClassifier,closest,0.071738367828555
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,PhishingWebsites,XGBClassifier,closest,0.0372484612686162
Original,original,,Agglo,3,90,PhishingWebsites,XGBClassifier,closest,0.0674012182287845
Decoded,decoded,GNN,Agglo,0,90,PhishingWebsites,XGBClassifier,closest,0.0531779188060082
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,PhishingWebsites,XGBClassifier,closest,0.0708454252638964
Encoded,encoded,GNN,Agglo,4,90,PhishingWebsites,XGBClassifier,closest,0.0837293108396848
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,PhishingWebsites,XGBClassifier,closest,0.0653761520553623
Original,original,,Agglo,2,90,PhishingWebsites,XGBClassifier,closest,0.0674012182287845
Decoded,decoded,MLP,KIP,2,90,PhishingWebsites,XGBClassifier,centroid,0.08386325222438365
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,PhishingWebsites,XGBClassifier,centroid,0.07224543164205752
Encoded,encoded,MLP,KIP,4,90,PhishingWebsites,XGBClassifier,centroid,0.09501546704085206
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,PhishingWebsites,XGBClassifier,centroid,0.026443856236247
Original,original,,KIP,3,90,PhishingWebsites,XGBClassifier,centroid,0.08806008227827913
Decoded,decoded,GNN,KIP,2,90,PhishingWebsites,XGBClassifier,centroid,0.08395573556143758
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,PhishingWebsites,XGBClassifier,centroid,0.08129604235099015
Encoded,encoded,GNN,KIP,4,90,PhishingWebsites,XGBClassifier,centroid,0.10644513186848226
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,PhishingWebsites,XGBClassifier,centroid,0.05978569378448186
Original,original,,KIP,3,90,PhishingWebsites,XGBClassifier,centroid,0.08806008227827913
Decoded,decoded,MLP,KMeans,3,90,PhishingWebsites,XGBClassifier,centroid,0.05886723857511873
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,PhishingWebsites,XGBClassifier,centroid,0.054233504480658154
Encoded,encoded,MLP,KMeans,4,90,PhishingWebsites,XGBClassifier,centroid,0.07439806103900239
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,PhishingWebsites,XGBClassifier,centroid,0.0498676531555952
Original,original,,KMeans,0,90,PhishingWebsites,XGBClassifier,centroid,0.046783812226934854
Decoded,decoded,GNN,KMeans,1,90,PhishingWebsites,XGBClassifier,centroid,0.05597155340115434
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,PhishingWebsites,XGBClassifier,centroid,0.06932742290397668
Encoded,encoded,GNN,KMeans,4,90,PhishingWebsites,XGBClassifier,centroid,0.09156169276397605
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,PhishingWebsites,XGBClassifier,centroid,0.06840896769461358
Original,original,,KMeans,0,90,PhishingWebsites,XGBClassifier,centroid,0.046783812226934854
Decoded,decoded,MLP,KMeans,3,90,PhishingWebsites,XGBClassifier,closest,0.06647000669706919
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,PhishingWebsites,XGBClassifier,closest,0.059077717893931105
Encoded,encoded,MLP,KMeans,4,90,PhishingWebsites,XGBClassifier,closest,0.07148961954268582
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,PhishingWebsites,XGBClassifier,closest,0.03440699046464896
Original,original,,KMeans,2,90,PhishingWebsites,XGBClassifier,closest,0.06139936856204348
Decoded,decoded,GNN,KMeans,0,90,PhishingWebsites,XGBClassifier,closest,0.05825174602162192
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,PhishingWebsites,XGBClassifier,closest,0.06527729055713227
Encoded,encoded,GNN,KMeans,4,90,PhishingWebsites,XGBClassifier,closest,0.0863028988742545
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,PhishingWebsites,XGBClassifier,closest,0.06592148483592172
Original,original,,KMeans,1,90,PhishingWebsites,XGBClassifier,closest,0.06139936856204348
Decoded,decoded,MLP,Agglo,4,90,Pol,GaussianNB,centroid,0.0671870957582029
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Pol,GaussianNB,centroid,0.0132169491906726
Encoded,encoded,MLP,Agglo,2,90,Pol,GaussianNB,centroid,-0.1003363291751499
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Pol,GaussianNB,centroid,-0.2459027457508915
Original,original,,Agglo,1,90,Pol,GaussianNB,centroid,-0.2123485675076771
Decoded,decoded,GNN,Agglo,3,90,Pol,GaussianNB,centroid,-0.0205846953352605
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Pol,GaussianNB,centroid,-0.0264901407183271
Encoded,encoded,GNN,Agglo,4,90,Pol,GaussianNB,centroid,0.0198647934218961
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Pol,GaussianNB,centroid,-0.0616978436688002
Original,original,,Agglo,0,90,Pol,GaussianNB,centroid,-0.2123485675076771
Decoded,decoded,MLP,Agglo,4,90,Pol,GaussianNB,closest,-0.1007412740014174
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Pol,GaussianNB,closest,-0.1448240177275848
Encoded,encoded,MLP,Agglo,3,90,Pol,GaussianNB,closest,-0.1112698394843703
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Pol,GaussianNB,closest,-0.2387599689542301
Original,original,,Agglo,2,90,Pol,GaussianNB,closest,-0.138029943420209
Decoded,decoded,GNN,Agglo,1,90,Pol,GaussianNB,closest,-0.0620128007558972
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,Pol,GaussianNB,closest,0.000607417239401
Encoded,encoded,GNN,Agglo,4,90,Pol,GaussianNB,closest,0.0373224148209806
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,Pol,GaussianNB,closest,-0.0503593885333125
Original,original,,Agglo,0,90,Pol,GaussianNB,closest,-0.138029943420209
Decoded,decoded,MLP,KIP,2,90,Pol,GaussianNB,centroid,-0.05539420253990403
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Pol,GaussianNB,centroid,-0.07324327060438023
Encoded,encoded,MLP,KIP,3,90,Pol,GaussianNB,centroid,-0.049434764513335124
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Pol,GaussianNB,centroid,-0.2088075499713165
Original,original,,KIP,4,90,Pol,GaussianNB,centroid,0.0258917222528429
Decoded,decoded,GNN,KIP,4,90,Pol,GaussianNB,centroid,0.04454843027637476
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,Pol,GaussianNB,centroid,0.026357408803050503
Encoded,encoded,GNN,KIP,3,90,Pol,GaussianNB,centroid,0.02898280109335092
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Pol,GaussianNB,centroid,-0.04923679148715996
Original,original,,KIP,1,90,Pol,GaussianNB,centroid,0.0258917222528429
Decoded,decoded,MLP,KMeans,4,90,Pol,GaussianNB,centroid,0.05910169739372998
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Pol,GaussianNB,centroid,-0.0291852735064848
Encoded,encoded,MLP,KMeans,2,90,Pol,GaussianNB,centroid,-0.11311008875040782
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,GaussianNB,centroid,-0.24583075555955508
Original,original,,KMeans,1,90,Pol,GaussianNB,centroid,-0.21839799327341658
Decoded,decoded,GNN,KMeans,2,90,Pol,GaussianNB,centroid,0.003702995466867559
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Pol,GaussianNB,centroid,0.02752275002530898
Encoded,encoded,GNN,KMeans,3,90,Pol,GaussianNB,centroid,0.011801891992216
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Pol,GaussianNB,centroid,-0.06150886941654203
Original,original,,KMeans,0,90,Pol,GaussianNB,centroid,-0.21839799327341658
Decoded,decoded,MLP,KMeans,3,90,Pol,GaussianNB,closest,-0.12477924882734732
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Pol,GaussianNB,closest,-0.13876784288140748
Encoded,encoded,MLP,KMeans,4,90,Pol,GaussianNB,closest,-0.10025534020989646
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,GaussianNB,closest,-0.24463166893510763
Original,original,,KMeans,1,90,Pol,GaussianNB,closest,-0.1914984083418635
Decoded,decoded,GNN,KMeans,4,90,Pol,GaussianNB,closest,0.04658215318162888
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Pol,GaussianNB,closest,-0.024978346700262118
Encoded,encoded,GNN,KMeans,3,90,Pol,GaussianNB,closest,0.027862453740677702
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Pol,GaussianNB,closest,-0.051196274507598394
Original,original,,KMeans,0,90,Pol,GaussianNB,closest,-0.1914984083418635
Decoded,decoded,MLP,Agglo,3,90,Pol,KNeighborsClassifier,centroid,0.2431156240859137
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,Pol,KNeighborsClassifier,centroid,0.2505536751493878
Encoded,encoded,MLP,Agglo,2,90,Pol,KNeighborsClassifier,centroid,0.1074756591868287
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Pol,KNeighborsClassifier,centroid,0.0273954285236722
Original,original,,Agglo,1,90,Pol,KNeighborsClassifier,centroid,0.0695583134846016
Decoded,decoded,GNN,Agglo,3,90,Pol,KNeighborsClassifier,centroid,0.2311060966946639
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Pol,KNeighborsClassifier,centroid,0.2605072917972506
Encoded,encoded,GNN,Agglo,2,90,Pol,KNeighborsClassifier,centroid,0.1726212861978187
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Pol,KNeighborsClassifier,centroid,0.1395846391709498
Original,original,,Agglo,0,90,Pol,KNeighborsClassifier,centroid,0.0695583134846016
Decoded,decoded,MLP,Agglo,2,90,Pol,KNeighborsClassifier,closest,0.2686222890811081
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Pol,KNeighborsClassifier,closest,0.2713885754878609
Encoded,encoded,MLP,Agglo,1,90,Pol,KNeighborsClassifier,closest,0.1332664744473695
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Pol,KNeighborsClassifier,closest,0.0411767163929631
Original,original,,Agglo,4,90,Pol,KNeighborsClassifier,closest,0.2790773473736995
Decoded,decoded,GNN,Agglo,2,90,Pol,KNeighborsClassifier,closest,0.2392628807822489
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Pol,KNeighborsClassifier,closest,0.296728093268146
Encoded,encoded,GNN,Agglo,1,90,Pol,KNeighborsClassifier,closest,0.1866198654464921
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,Pol,KNeighborsClassifier,closest,0.140938531611717
Original,original,,Agglo,3,90,Pol,KNeighborsClassifier,closest,0.2790773473736995
Decoded,decoded,MLP,KIP,2,90,Pol,KNeighborsClassifier,centroid,0.2755689273327483
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,Pol,KNeighborsClassifier,centroid,0.2993740336801638
Encoded,encoded,MLP,KIP,1,90,Pol,KNeighborsClassifier,centroid,0.2026108394968868
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Pol,KNeighborsClassifier,centroid,0.08005515858092013
Original,original,,KIP,4,90,Pol,KNeighborsClassifier,centroid,0.3526455225439806
Decoded,decoded,GNN,KIP,2,90,Pol,KNeighborsClassifier,centroid,0.30586603150725
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Pol,KNeighborsClassifier,centroid,0.31782708620617606
Encoded,encoded,GNN,KIP,1,90,Pol,KNeighborsClassifier,centroid,0.27905728970791027
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Pol,KNeighborsClassifier,centroid,0.20689147967072002
Original,original,,KIP,4,90,Pol,KNeighborsClassifier,centroid,0.3526455225439806
Decoded,decoded,MLP,KMeans,4,90,Pol,KNeighborsClassifier,centroid,0.2489858342735364
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Pol,KNeighborsClassifier,centroid,0.24467176465672144
Encoded,encoded,MLP,KMeans,2,90,Pol,KNeighborsClassifier,centroid,0.10327190673185416
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,KNeighborsClassifier,centroid,0.02814090510216874
Original,original,,KMeans,1,90,Pol,KNeighborsClassifier,centroid,0.08473360912623795
Decoded,decoded,GNN,KMeans,3,90,Pol,KNeighborsClassifier,centroid,0.23607371192177512
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Pol,KNeighborsClassifier,centroid,0.2575086707617734
Encoded,encoded,GNN,KMeans,2,90,Pol,KNeighborsClassifier,centroid,0.1733734486649116
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Pol,KNeighborsClassifier,centroid,0.14412770047219084
Original,original,,KMeans,0,90,Pol,KNeighborsClassifier,centroid,0.08473360912623795
Decoded,decoded,MLP,KMeans,4,90,Pol,KNeighborsClassifier,closest,0.2578747231624253
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Pol,KNeighborsClassifier,closest,0.25579541180895077
Encoded,encoded,MLP,KMeans,1,90,Pol,KNeighborsClassifier,closest,0.13349713760394472
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,KNeighborsClassifier,closest,0.03735573106013122
Original,original,,KMeans,2,90,Pol,KNeighborsClassifier,closest,0.2520028415026535
Decoded,decoded,GNN,KMeans,2,90,Pol,KNeighborsClassifier,closest,0.2408039781037148
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Pol,KNeighborsClassifier,closest,0.27180142910868754
Encoded,encoded,GNN,KMeans,1,90,Pol,KNeighborsClassifier,closest,0.18012118173080943
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,Pol,KNeighborsClassifier,closest,0.14536458986252146
Original,original,,KMeans,3,90,Pol,KNeighborsClassifier,closest,0.2520028415026535
Decoded,decoded,MLP,Agglo,3,90,Pol,LogisticRegression,centroid,0.1151577925834686
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,Pol,LogisticRegression,centroid,0.0079969393277718
Encoded,encoded,MLP,Agglo,4,90,Pol,LogisticRegression,centroid,0.142862475038725
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Pol,LogisticRegression,centroid,-0.0104884011720134
Original,original,,Agglo,0,90,Pol,LogisticRegression,centroid,-0.0288524345408059
Decoded,decoded,GNN,Agglo,1,90,Pol,LogisticRegression,centroid,0.0594498255043577
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Pol,LogisticRegression,centroid,0.0921467629658661
Encoded,encoded,GNN,Agglo,4,90,Pol,LogisticRegression,centroid,0.1820166843961704
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Pol,LogisticRegression,centroid,0.1262807233637534
Original,original,,Agglo,0,90,Pol,LogisticRegression,centroid,-0.0288524345408059
Decoded,decoded,MLP,Agglo,3,90,Pol,LogisticRegression,closest,-0.0035645633876416
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Pol,LogisticRegression,closest,-0.0202582908758374
Encoded,encoded,MLP,Agglo,4,90,Pol,LogisticRegression,closest,0.1536121531082618
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Pol,LogisticRegression,closest,-0.0175242147696098
Original,original,,Agglo,2,90,Pol,LogisticRegression,closest,-0.0053841703525372
Decoded,decoded,GNN,Agglo,1,90,Pol,LogisticRegression,closest,0.032948883041263
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Pol,LogisticRegression,closest,0.0810518261388872
Encoded,encoded,GNN,Agglo,4,90,Pol,LogisticRegression,closest,0.1776869529514958
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Pol,LogisticRegression,closest,0.1293880521807289
Original,original,,Agglo,0,90,Pol,LogisticRegression,closest,-0.0053841703525372
Decoded,decoded,MLP,KIP,2,90,Pol,LogisticRegression,centroid,0.03974208237687318
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Pol,LogisticRegression,centroid,0.021986450926599822
Encoded,encoded,MLP,KIP,3,90,Pol,LogisticRegression,centroid,0.16213537875818812
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Pol,LogisticRegression,centroid,-0.0003769852378552807
Original,original,,KIP,4,90,Pol,LogisticRegression,centroid,0.4078252430808279
Decoded,decoded,GNN,KIP,2,90,Pol,LogisticRegression,centroid,0.11053879028796443
Decoded-FT,decoded,GNN-MultiHead,KIP,0,90,Pol,LogisticRegression,centroid,0.09546684582796774
Encoded,encoded,GNN,KIP,3,90,Pol,LogisticRegression,centroid,0.17845958606274376
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Pol,LogisticRegression,centroid,0.1079913405371106
Original,original,,KIP,4,90,Pol,LogisticRegression,centroid,0.4078252430808279
Decoded,decoded,MLP,KMeans,3,90,Pol,LogisticRegression,centroid,0.09267491555157412
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Pol,LogisticRegression,centroid,0.04610790735867718
Encoded,encoded,MLP,KMeans,4,90,Pol,LogisticRegression,centroid,0.1340555773286303
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Pol,LogisticRegression,centroid,-0.00996771364052026
Original,original,,KMeans,0,90,Pol,LogisticRegression,centroid,-0.03495138383442504
Decoded,decoded,GNN,KMeans,1,90,Pol,LogisticRegression,centroid,0.03978687270216298
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Pol,LogisticRegression,centroid,0.08558498031091946
Encoded,encoded,GNN,KMeans,4,90,Pol,LogisticRegression,centroid,0.16821753167982376
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,Pol,LogisticRegression,centroid,0.12747139951103892
Original,original,,KMeans,0,90,Pol,LogisticRegression,centroid,-0.03495138383442504
Decoded,decoded,MLP,KMeans,3,90,Pol,LogisticRegression,closest,-0.0171509620588619
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,Pol,LogisticRegression,closest,-0.01735065225911196
Encoded,encoded,MLP,KMeans,4,90,Pol,LogisticRegression,closest,0.1369277569378347
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,LogisticRegression,closest,-0.01906201593789066
Original,original,,KMeans,1,90,Pol,LogisticRegression,closest,-0.019019091876154682
Decoded,decoded,GNN,KMeans,1,90,Pol,LogisticRegression,closest,0.03954052591306938
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Pol,LogisticRegression,closest,0.07426049306683083
Encoded,encoded,GNN,KMeans,4,90,Pol,LogisticRegression,closest,0.15833006737211425
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,Pol,LogisticRegression,closest,0.12527853983539547
Original,original,,KMeans,0,90,Pol,LogisticRegression,closest,-0.019019091876154682
Decoded,decoded,MLP,Agglo,4,90,Pol,MLPClassifier,centroid,0.2617172337947988
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,Pol,MLPClassifier,centroid,0.2046108810971666
Encoded,encoded,MLP,Agglo,2,90,Pol,MLPClassifier,centroid,0.1427416224608617
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Pol,MLPClassifier,centroid,0.076877668521154
Original,original,,Agglo,1,90,Pol,MLPClassifier,centroid,0.0870099624789753
Decoded,decoded,GNN,Agglo,2,90,Pol,MLPClassifier,centroid,0.1831414154483116
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Pol,MLPClassifier,centroid,0.2253849139604089
Encoded,encoded,GNN,Agglo,3,90,Pol,MLPClassifier,centroid,0.2199023159529047
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Pol,MLPClassifier,centroid,0.1712947988096778
Original,original,,Agglo,0,90,Pol,MLPClassifier,centroid,0.0870099624789753
Decoded,decoded,MLP,Agglo,4,90,Pol,MLPClassifier,closest,0.1558335489714063
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,Pol,MLPClassifier,closest,0.1349139604088498
Encoded,encoded,MLP,Agglo,3,90,Pol,MLPClassifier,closest,0.1383021736317764
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,Pol,MLPClassifier,closest,0.0877377409755466
Original,original,,Agglo,2,90,Pol,MLPClassifier,closest,0.138261741493078
Decoded,decoded,GNN,Agglo,2,90,Pol,MLPClassifier,closest,0.1951578470694787
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,Pol,MLPClassifier,closest,0.2589840212187864
Encoded,encoded,GNN,Agglo,3,90,Pol,MLPClassifier,closest,0.2174440419200414
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,Pol,MLPClassifier,closest,0.1695319575624272
Original,original,,Agglo,0,90,Pol,MLPClassifier,closest,0.138261741493078
Decoded,decoded,MLP,KIP,3,90,Pol,MLPClassifier,centroid,0.18319478587139343
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Pol,MLPClassifier,centroid,0.1645135205071808
Encoded,encoded,MLP,KIP,4,90,Pol,MLPClassifier,centroid,0.1871716910337689
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Pol,MLPClassifier,centroid,0.08276297063009451
Original,original,,KIP,2,90,Pol,MLPClassifier,centroid,0.16572810195368093
Decoded,decoded,GNN,KIP,4,90,Pol,MLPClassifier,centroid,0.26475287876827536
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,Pol,MLPClassifier,centroid,0.2435518825203778
Encoded,encoded,GNN,KIP,2,90,Pol,MLPClassifier,centroid,0.2339128606546772
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,Pol,MLPClassifier,centroid,0.17625824815629448
Original,original,,KIP,0,90,Pol,MLPClassifier,centroid,0.16572810195368093
Decoded,decoded,MLP,KMeans,4,90,Pol,MLPClassifier,centroid,0.25307284254107903
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Pol,MLPClassifier,centroid,0.2109684305861043
Encoded,encoded,MLP,KMeans,2,90,Pol,MLPClassifier,centroid,0.14754981239487647
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,MLPClassifier,centroid,0.07436764135075684
Original,original,,KMeans,1,90,Pol,MLPClassifier,centroid,0.08926122396170269
Decoded,decoded,GNN,KMeans,2,90,Pol,MLPClassifier,centroid,0.1740069866735671
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Pol,MLPClassifier,centroid,0.22853053435114506
Encoded,encoded,GNN,KMeans,3,90,Pol,MLPClassifier,centroid,0.21324233406650278
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Pol,MLPClassifier,centroid,0.17352341829473414
Original,original,,KMeans,0,90,Pol,MLPClassifier,centroid,0.08926122396170269
Decoded,decoded,MLP,KMeans,4,90,Pol,MLPClassifier,closest,0.14507051364989004
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,Pol,MLPClassifier,closest,0.13637922111528014
Encoded,encoded,MLP,KMeans,2,90,Pol,MLPClassifier,closest,0.13530372622590245
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,Pol,MLPClassifier,closest,0.06953680941907107
Original,original,,KMeans,1,90,Pol,MLPClassifier,closest,0.11763326432914997
Decoded,decoded,GNN,KMeans,2,90,Pol,MLPClassifier,closest,0.18891189028334843
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,Pol,MLPClassifier,closest,0.21837721568120066
Encoded,encoded,GNN,KMeans,3,90,Pol,MLPClassifier,closest,0.20815111916159917
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Pol,MLPClassifier,closest,0.17209373787035842
Original,original,,KMeans,0,90,Pol,MLPClassifier,closest,0.11763326432914997
Decoded,decoded,MLP,Agglo,2,90,Pol,XGBClassifier,centroid,0.1396188906128782
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Pol,XGBClassifier,centroid,0.0880769976726144
Encoded,encoded,MLP,Agglo,3,90,Pol,XGBClassifier,centroid,0.2041957589862942
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,Pol,XGBClassifier,centroid,0.0936045384018618
Original,original,,Agglo,4,90,Pol,XGBClassifier,centroid,0.4050135764158262
Decoded,decoded,GNN,Agglo,1,90,Pol,XGBClassifier,centroid,0.1670868890612877
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,Pol,XGBClassifier,centroid,0.1596117791569692
Encoded,encoded,GNN,Agglo,3,90,Pol,XGBClassifier,centroid,0.2174489268166536
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,Pol,XGBClassifier,centroid,0.1823441944659942
Original,original,,Agglo,4,90,Pol,XGBClassifier,centroid,0.4050135764158262
Decoded,decoded,MLP,Agglo,2,90,Pol,XGBClassifier,closest,0.0947520687871735
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,Pol,XGBClassifier,closest,0.0824848073441944
Encoded,encoded,MLP,Agglo,4,90,Pol,XGBClassifier,closest,0.1585288983708301
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,Pol,XGBClassifier,closest,0.1007968063098009
Original,original,,Agglo,1,90,Pol,XGBClassifier,closest,0.0883275148694077
Decoded,decoded,GNN,Agglo,1,90,Pol,XGBClassifier,closest,0.1275698215671062
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,Pol,XGBClassifier,closest,0.1794349625032324
Encoded,encoded,GNN,Agglo,4,90,Pol,XGBClassifier,closest,0.243817882079131
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,Pol,XGBClassifier,closest,0.1973105766744246
Original,original,,Agglo,0,90,Pol,XGBClassifier,closest,0.0883275148694077
Decoded,decoded,MLP,KIP,2,90,Pol,XGBClassifier,centroid,0.16954680630980085
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,Pol,XGBClassifier,centroid,0.1568948797517455
Encoded,encoded,MLP,KIP,3,90,Pol,XGBClassifier,centroid,0.22268716058960422
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,Pol,XGBClassifier,centroid,0.10794381949831902
Original,original,,KIP,4,90,Pol,XGBClassifier,centroid,0.36834432376519255
Decoded,decoded,GNN,KIP,2,90,Pol,XGBClassifier,centroid,0.25814100077579505
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,Pol,XGBClassifier,centroid,0.24520138350142223
Encoded,encoded,GNN,KIP,3,90,Pol,XGBClassifier,centroid,0.26506658908714764
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,Pol,XGBClassifier,centroid,0.20510246961468828
Original,original,,KIP,4,90,Pol,XGBClassifier,centroid,0.36834432376519255
Decoded,decoded,MLP,KMeans,2,90,Pol,XGBClassifier,centroid,0.11896172743728976
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,Pol,XGBClassifier,centroid,0.09517875614171187
Encoded,encoded,MLP,KMeans,3,90,Pol,XGBClassifier,centroid,0.1671822472200672
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,Pol,XGBClassifier,centroid,0.09670448668218248
Original,original,,KMeans,4,90,Pol,XGBClassifier,centroid,0.4908165244375485
Decoded,decoded,GNN,KMeans,0,90,Pol,XGBClassifier,centroid,0.14466964054822848
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,Pol,XGBClassifier,centroid,0.19089248771657608
Encoded,encoded,GNN,KMeans,3,90,Pol,XGBClassifier,centroid,0.2158536979570726
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,Pol,XGBClassifier,centroid,0.1858061805016808
Original,original,,KMeans,4,90,Pol,XGBClassifier,centroid,0.4908165244375485
Decoded,decoded,MLP,KMeans,1,90,Pol,XGBClassifier,closest,0.08305857253685017
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,Pol,XGBClassifier,closest,0.08086533488492363
Encoded,encoded,MLP,KMeans,4,90,Pol,XGBClassifier,closest,0.14962179984484092
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,Pol,XGBClassifier,closest,0.09372090768037226
Original,original,,KMeans,3,90,Pol,XGBClassifier,closest,0.10577805792604082
Decoded,decoded,GNN,KMeans,1,90,Pol,XGBClassifier,closest,0.14662529092319615
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,Pol,XGBClassifier,closest,0.18498836307214886
Encoded,encoded,GNN,KMeans,4,90,Pol,XGBClassifier,closest,0.22927495474528045
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,Pol,XGBClassifier,closest,0.1840234678044995
Original,original,,KMeans,0,90,Pol,XGBClassifier,closest,0.10577805792604082
Decoded,decoded,MLP,Agglo,2,90,RoadSafety,GaussianNB,centroid,0.0276566279324895
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,GaussianNB,centroid,0.1111852454750148
Encoded,encoded,MLP,Agglo,1,90,RoadSafety,GaussianNB,centroid,-0.1012388535901018
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,RoadSafety,GaussianNB,centroid,-0.1955059277949336
Original,original,,Agglo,3,90,RoadSafety,GaussianNB,centroid,0.0313553020597003
Decoded,decoded,GNN,Agglo,3,90,RoadSafety,GaussianNB,centroid,0.0938342704500072
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,RoadSafety,GaussianNB,centroid,0.1407465824178954
Encoded,encoded,GNN,Agglo,0,90,RoadSafety,GaussianNB,centroid,-0.115951900951884
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,RoadSafety,GaussianNB,centroid,-0.0961538392661027
Original,original,,Agglo,2,90,RoadSafety,GaussianNB,centroid,0.0313553020597003
Decoded,decoded,MLP,Agglo,3,90,RoadSafety,GaussianNB,closest,0.0544454277468563
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,GaussianNB,closest,0.0992807186500287
Encoded,encoded,MLP,Agglo,1,90,RoadSafety,GaussianNB,closest,-0.107441753260647
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,RoadSafety,GaussianNB,closest,-0.197914894010238
Original,original,,Agglo,2,90,RoadSafety,GaussianNB,closest,0.0106483548765385
Decoded,decoded,GNN,Agglo,3,90,RoadSafety,GaussianNB,closest,0.1317579294167897
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,RoadSafety,GaussianNB,closest,0.1341205016292461
Encoded,encoded,GNN,Agglo,0,90,RoadSafety,GaussianNB,closest,-0.1080450305014901
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,RoadSafety,GaussianNB,closest,-0.101760529438905
Original,original,,Agglo,2,90,RoadSafety,GaussianNB,closest,0.0106483548765385
Decoded,decoded,MLP,KIP,4,90,RoadSafety,GaussianNB,centroid,0.13617090882078933
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,RoadSafety,GaussianNB,centroid,0.09216590103827296
Encoded,encoded,MLP,KIP,1,90,RoadSafety,GaussianNB,centroid,-0.0026273618648411596
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,RoadSafety,GaussianNB,centroid,-0.18316918937738264
Original,original,,KIP,3,90,RoadSafety,GaussianNB,centroid,0.11588317908899326
Decoded,decoded,GNN,KIP,4,90,RoadSafety,GaussianNB,centroid,0.15834141845735855
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,RoadSafety,GaussianNB,centroid,0.08472144961894228
Encoded,encoded,GNN,KIP,1,90,RoadSafety,GaussianNB,centroid,-0.032912270946325116
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,RoadSafety,GaussianNB,centroid,-0.10269542232069191
Original,original,,KIP,3,90,RoadSafety,GaussianNB,centroid,0.11588317908899326
Decoded,decoded,MLP,KMeans,3,90,RoadSafety,GaussianNB,centroid,0.07454027494905559
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,GaussianNB,centroid,0.08163140607042249
Encoded,encoded,MLP,KMeans,1,90,RoadSafety,GaussianNB,centroid,-0.11254642593901824
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,GaussianNB,centroid,-0.19666879598345882
Original,original,,KMeans,2,90,RoadSafety,GaussianNB,centroid,0.0255801679892698
Decoded,decoded,GNN,KMeans,2,90,RoadSafety,GaussianNB,centroid,0.0193553224988493
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,RoadSafety,GaussianNB,centroid,0.1318796259244147
Encoded,encoded,GNN,KMeans,1,90,RoadSafety,GaussianNB,centroid,-0.10498460700471121
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,GaussianNB,centroid,-0.11758625684995028
Original,original,,KMeans,3,90,RoadSafety,GaussianNB,centroid,0.0255801679892698
Decoded,decoded,MLP,KMeans,2,90,RoadSafety,GaussianNB,closest,0.06939124979498171
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,GaussianNB,closest,0.07502997881133594
Encoded,encoded,MLP,KMeans,1,90,RoadSafety,GaussianNB,closest,-0.10292265503685447
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,GaussianNB,closest,-0.20219851938900407
Original,original,,KMeans,3,90,RoadSafety,GaussianNB,closest,0.07193548449486399
Decoded,decoded,GNN,KMeans,3,90,RoadSafety,GaussianNB,closest,0.10039592732765072
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,RoadSafety,GaussianNB,closest,0.10312936503276608
Encoded,encoded,GNN,KMeans,1,90,RoadSafety,GaussianNB,closest,-0.08186644434475832
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,GaussianNB,closest,-0.10053697416976277
Original,original,,KMeans,2,90,RoadSafety,GaussianNB,closest,0.07193548449486399
Decoded,decoded,MLP,Agglo,2,90,RoadSafety,KNeighborsClassifier,centroid,0.1087812179698522
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,KNeighborsClassifier,centroid,0.145141814688703
Encoded,encoded,MLP,Agglo,3,90,RoadSafety,KNeighborsClassifier,centroid,0.1204042472534959
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,RoadSafety,KNeighborsClassifier,centroid,-0.0339599617401711
Original,original,,Agglo,1,90,RoadSafety,KNeighborsClassifier,centroid,0.097568031933499
Decoded,decoded,GNN,Agglo,4,90,RoadSafety,KNeighborsClassifier,centroid,0.1624277020276145
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,RoadSafety,KNeighborsClassifier,centroid,0.1279549161729697
Encoded,encoded,GNN,Agglo,3,90,RoadSafety,KNeighborsClassifier,centroid,0.1326939676975884
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,RoadSafety,KNeighborsClassifier,centroid,-0.0264897082381456
Original,original,,Agglo,1,90,RoadSafety,KNeighborsClassifier,centroid,0.097568031933499
Decoded,decoded,MLP,Agglo,3,90,RoadSafety,KNeighborsClassifier,closest,0.1366738572657642
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,KNeighborsClassifier,closest,0.1563545549633188
Encoded,encoded,MLP,Agglo,2,90,RoadSafety,KNeighborsClassifier,closest,0.1137587024949611
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,RoadSafety,KNeighborsClassifier,closest,-0.0172687601823744
Original,original,,Agglo,1,90,RoadSafety,KNeighborsClassifier,closest,0.0929196186288426
Decoded,decoded,GNN,Agglo,3,90,RoadSafety,KNeighborsClassifier,closest,0.1478889551246804
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,RoadSafety,KNeighborsClassifier,closest,0.1879152289158387
Encoded,encoded,GNN,Agglo,2,90,RoadSafety,KNeighborsClassifier,closest,0.1364325912017866
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,RoadSafety,KNeighborsClassifier,closest,-0.0058952386019442
Original,original,,Agglo,1,90,RoadSafety,KNeighborsClassifier,closest,0.0929196186288426
Decoded,decoded,MLP,KIP,3,90,RoadSafety,KNeighborsClassifier,centroid,0.2393425723628059
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,RoadSafety,KNeighborsClassifier,centroid,0.2207928752138256
Encoded,encoded,MLP,KIP,1,90,RoadSafety,KNeighborsClassifier,centroid,0.20398655420144252
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,RoadSafety,KNeighborsClassifier,centroid,0.0512662213810686
Original,original,,KIP,4,90,RoadSafety,KNeighborsClassifier,centroid,0.24168922064216405
Decoded,decoded,GNN,KIP,3,90,RoadSafety,KNeighborsClassifier,centroid,0.2329531939972614
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,RoadSafety,KNeighborsClassifier,centroid,0.21677124451654853
Encoded,encoded,GNN,KIP,1,90,RoadSafety,KNeighborsClassifier,centroid,0.18258415231238745
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,RoadSafety,KNeighborsClassifier,centroid,0.02946190882248752
Original,original,,KIP,4,90,RoadSafety,KNeighborsClassifier,centroid,0.24168922064216405
Decoded,decoded,MLP,KMeans,2,90,RoadSafety,KNeighborsClassifier,centroid,0.10274663424875978
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,RoadSafety,KNeighborsClassifier,centroid,0.12325327297336372
Encoded,encoded,MLP,KMeans,1,90,RoadSafety,KNeighborsClassifier,centroid,0.09783495802425152
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,KNeighborsClassifier,centroid,-0.02705330164277764
Original,original,,KMeans,4,90,RoadSafety,KNeighborsClassifier,centroid,0.12487207158188578
Decoded,decoded,GNN,KMeans,4,90,RoadSafety,KNeighborsClassifier,centroid,0.17372331238097968
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,RoadSafety,KNeighborsClassifier,centroid,0.12279366290453331
Encoded,encoded,GNN,KMeans,3,90,RoadSafety,KNeighborsClassifier,centroid,0.13493616508661124
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,KNeighborsClassifier,centroid,-0.020211805967919598
Original,original,,KMeans,2,90,RoadSafety,KNeighborsClassifier,centroid,0.12487207158188578
Decoded,decoded,MLP,KMeans,3,90,RoadSafety,KNeighborsClassifier,closest,0.11322743375037045
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,KNeighborsClassifier,closest,0.16017351661959736
Encoded,encoded,MLP,KMeans,1,90,RoadSafety,KNeighborsClassifier,closest,0.09610737374014226
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,KNeighborsClassifier,closest,-0.01371804803391786
Original,original,,KMeans,2,90,RoadSafety,KNeighborsClassifier,closest,0.10537528725257819
Decoded,decoded,GNN,KMeans,2,90,RoadSafety,KNeighborsClassifier,closest,0.14910280197804487
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,RoadSafety,KNeighborsClassifier,closest,0.17580843125835427
Encoded,encoded,GNN,KMeans,3,90,RoadSafety,KNeighborsClassifier,closest,0.15279194196705198
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,KNeighborsClassifier,closest,-0.010146632729207619
Original,original,,KMeans,1,90,RoadSafety,KNeighborsClassifier,closest,0.10537528725257819
Decoded,decoded,MLP,Agglo,3,90,RoadSafety,LogisticRegression,centroid,0.0311676730867494
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,LogisticRegression,centroid,0.1151745402185159
Encoded,encoded,MLP,Agglo,1,90,RoadSafety,LogisticRegression,centroid,0.0211151386222702
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,RoadSafety,LogisticRegression,centroid,0.0302009238046721
Original,original,,Agglo,0,90,RoadSafety,LogisticRegression,centroid,-0.0012974855484978
Decoded,decoded,GNN,Agglo,4,90,RoadSafety,LogisticRegression,centroid,0.1583958596258856
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,RoadSafety,LogisticRegression,centroid,0.096836894511691
Encoded,encoded,GNN,Agglo,2,90,RoadSafety,LogisticRegression,centroid,0.0563376579513453
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,RoadSafety,LogisticRegression,centroid,0.02327461363092
Original,original,,Agglo,0,90,RoadSafety,LogisticRegression,centroid,-0.0012974855484978
Decoded,decoded,MLP,Agglo,3,90,RoadSafety,LogisticRegression,closest,0.0429308475841845
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,LogisticRegression,closest,0.0783113583939847
Encoded,encoded,MLP,Agglo,2,90,RoadSafety,LogisticRegression,closest,0.029939958591427
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,RoadSafety,LogisticRegression,closest,0.0130609904208514
Original,original,,Agglo,0,90,RoadSafety,LogisticRegression,closest,0.0021642757691894
Decoded,decoded,GNN,Agglo,3,90,RoadSafety,LogisticRegression,closest,0.0850791402277683
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,RoadSafety,LogisticRegression,closest,0.1139672573470813
Encoded,encoded,GNN,Agglo,2,90,RoadSafety,LogisticRegression,closest,0.0650821968152209
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,RoadSafety,LogisticRegression,closest,0.0378149506688816
Original,original,,Agglo,0,90,RoadSafety,LogisticRegression,closest,0.0021642757691894
Decoded,decoded,MLP,KIP,4,90,RoadSafety,LogisticRegression,centroid,0.16742171273316456
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,RoadSafety,LogisticRegression,centroid,0.10556326688471607
Encoded,encoded,MLP,KIP,2,90,RoadSafety,LogisticRegression,centroid,0.09668483326075913
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,RoadSafety,LogisticRegression,centroid,-0.003238023163267001
Original,original,,KIP,1,90,RoadSafety,LogisticRegression,centroid,0.09151477137751048
Decoded,decoded,GNN,KIP,4,90,RoadSafety,LogisticRegression,centroid,0.16138460458866177
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,RoadSafety,LogisticRegression,centroid,0.11447576216280679
Encoded,encoded,GNN,KIP,1,90,RoadSafety,LogisticRegression,centroid,0.0810372797845971
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,RoadSafety,LogisticRegression,centroid,-0.018039019817673703
Original,original,,KIP,2,90,RoadSafety,LogisticRegression,centroid,0.09151477137751048
Decoded,decoded,MLP,KMeans,2,90,RoadSafety,LogisticRegression,centroid,0.026000287240343416
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,LogisticRegression,centroid,0.09886153525658405
Encoded,encoded,MLP,KMeans,3,90,RoadSafety,LogisticRegression,centroid,0.026514856500673062
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,RoadSafety,LogisticRegression,centroid,0.013272676085263118
Original,original,,KMeans,0,90,RoadSafety,LogisticRegression,centroid,0.006592038895699939
Decoded,decoded,GNN,KMeans,4,90,RoadSafety,LogisticRegression,centroid,0.1950326933341377
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,RoadSafety,LogisticRegression,centroid,0.13763265701560995
Encoded,encoded,GNN,KMeans,2,90,RoadSafety,LogisticRegression,centroid,0.03259112439727606
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,LogisticRegression,centroid,0.006467976919140859
Original,original,,KMeans,1,90,RoadSafety,LogisticRegression,centroid,0.006592038895699939
Decoded,decoded,MLP,KMeans,2,90,RoadSafety,LogisticRegression,closest,0.025982864093060443
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,LogisticRegression,closest,0.07780074124362177
Encoded,encoded,MLP,KMeans,3,90,RoadSafety,LogisticRegression,closest,0.037833193558931985
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,LogisticRegression,closest,-0.0019436224905740602
Original,original,,KMeans,1,90,RoadSafety,LogisticRegression,closest,0.013848319279029343
Decoded,decoded,GNN,KMeans,4,90,RoadSafety,LogisticRegression,closest,0.10442557129540808
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,RoadSafety,LogisticRegression,closest,0.09827294343084202
Encoded,encoded,GNN,KMeans,2,90,RoadSafety,LogisticRegression,closest,0.0446066351280444
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,RoadSafety,LogisticRegression,closest,0.023671160581176076
Original,original,,KMeans,0,90,RoadSafety,LogisticRegression,closest,0.013848319279029343
Decoded,decoded,MLP,Agglo,3,90,RoadSafety,MLPClassifier,centroid,0.1792317255891807
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,MLPClassifier,centroid,0.2170917254368092
Encoded,encoded,MLP,Agglo,2,90,RoadSafety,MLPClassifier,centroid,0.1231648720935082
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,RoadSafety,MLPClassifier,centroid,0.0763107986640235
Original,original,,Agglo,1,90,RoadSafety,MLPClassifier,centroid,0.119992816406956
Decoded,decoded,GNN,Agglo,4,90,RoadSafety,MLPClassifier,centroid,0.2361384112468111
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,RoadSafety,MLPClassifier,centroid,0.2207366674868773
Encoded,encoded,GNN,Agglo,2,90,RoadSafety,MLPClassifier,centroid,0.1652996835009476
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,RoadSafety,MLPClassifier,centroid,0.0959467062325684
Original,original,,Agglo,1,90,RoadSafety,MLPClassifier,centroid,0.119992816406956
Decoded,decoded,MLP,Agglo,3,90,RoadSafety,MLPClassifier,closest,0.1647652029276488
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,RoadSafety,MLPClassifier,closest,0.1833859220724223
Encoded,encoded,MLP,Agglo,2,90,RoadSafety,MLPClassifier,closest,0.1308950745495619
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,RoadSafety,MLPClassifier,closest,0.0882922283141479
Original,original,,Agglo,1,90,RoadSafety,MLPClassifier,closest,0.1120319169794908
Decoded,decoded,GNN,Agglo,3,90,RoadSafety,MLPClassifier,closest,0.1902808948688665
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,RoadSafety,MLPClassifier,closest,0.2101385711076742
Encoded,encoded,GNN,Agglo,2,90,RoadSafety,MLPClassifier,closest,0.1752783697645221
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,RoadSafety,MLPClassifier,closest,0.1041420289058913
Original,original,,Agglo,1,90,RoadSafety,MLPClassifier,closest,0.1120319169794908
Decoded,decoded,MLP,KIP,4,90,RoadSafety,MLPClassifier,centroid,0.25357872596868875
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,RoadSafety,MLPClassifier,centroid,0.22151004468005966
Encoded,encoded,MLP,KIP,2,90,RoadSafety,MLPClassifier,centroid,0.19927471019407772
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,RoadSafety,MLPClassifier,centroid,0.08650149334137805
Original,original,,KIP,1,90,RoadSafety,MLPClassifier,centroid,0.17447657696165142
Decoded,decoded,GNN,KIP,4,90,RoadSafety,MLPClassifier,centroid,0.26327554355137667
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,RoadSafety,MLPClassifier,centroid,0.22249862344596588
Encoded,encoded,GNN,KIP,2,90,RoadSafety,MLPClassifier,centroid,0.18186107707298768
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,RoadSafety,MLPClassifier,centroid,0.08251031029701886
Original,original,,KIP,1,90,RoadSafety,MLPClassifier,centroid,0.17447657696165142
Decoded,decoded,MLP,KMeans,3,90,RoadSafety,MLPClassifier,centroid,0.16654186475796792
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,MLPClassifier,centroid,0.1974739530187996
Encoded,encoded,MLP,KMeans,1,90,RoadSafety,MLPClassifier,centroid,0.12661479348295246
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,MLPClassifier,centroid,0.07185666291352108
Original,original,,KMeans,2,90,RoadSafety,MLPClassifier,centroid,0.1504712325986441
Decoded,decoded,GNN,KMeans,4,90,RoadSafety,MLPClassifier,centroid,0.25596042039828293
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,RoadSafety,MLPClassifier,centroid,0.23704772551435993
Encoded,encoded,GNN,KMeans,1,90,RoadSafety,MLPClassifier,centroid,0.13731216187172307
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,MLPClassifier,centroid,0.07313949745581219
Original,original,,KMeans,2,90,RoadSafety,MLPClassifier,centroid,0.1504712325986441
Decoded,decoded,MLP,KMeans,3,90,RoadSafety,MLPClassifier,closest,0.15396751658989943
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,RoadSafety,MLPClassifier,closest,0.19390639388296246
Encoded,encoded,MLP,KMeans,1,90,RoadSafety,MLPClassifier,closest,0.131730461007849
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,MLPClassifier,closest,0.07114469546108951
Original,original,,KMeans,2,90,RoadSafety,MLPClassifier,closest,0.13567335374901296
Decoded,decoded,GNN,KMeans,3,90,RoadSafety,MLPClassifier,closest,0.20226016807600686
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,RoadSafety,MLPClassifier,closest,0.2089955585575635
Encoded,encoded,GNN,KMeans,2,90,RoadSafety,MLPClassifier,closest,0.14175436985461665
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,MLPClassifier,closest,0.09300730473385704
Original,original,,KMeans,1,90,RoadSafety,MLPClassifier,closest,0.13567335374901296
Decoded,decoded,MLP,Agglo,2,90,RoadSafety,XGBClassifier,centroid,0.132841009643358
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,RoadSafety,XGBClassifier,centroid,0.1410574034702969
Encoded,encoded,MLP,Agglo,4,90,RoadSafety,XGBClassifier,centroid,0.1627486708233843
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,RoadSafety,XGBClassifier,centroid,0.1144102412558557
Original,original,,Agglo,0,90,RoadSafety,XGBClassifier,centroid,0.110683537704853
Decoded,decoded,GNN,Agglo,4,90,RoadSafety,XGBClassifier,centroid,0.2233478750709378
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,RoadSafety,XGBClassifier,centroid,0.163893509606535
Encoded,encoded,GNN,Agglo,3,90,RoadSafety,XGBClassifier,centroid,0.2001230789549643
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,RoadSafety,XGBClassifier,centroid,0.1421927254649337
Original,original,,Agglo,0,90,RoadSafety,XGBClassifier,centroid,0.110683537704853
Decoded,decoded,MLP,Agglo,2,90,RoadSafety,XGBClassifier,closest,0.1393893229369804
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,RoadSafety,XGBClassifier,closest,0.1780428401140845
Encoded,encoded,MLP,Agglo,4,90,RoadSafety,XGBClassifier,closest,0.1785065292887975
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,RoadSafety,XGBClassifier,closest,0.1332105207515843
Original,original,,Agglo,0,90,RoadSafety,XGBClassifier,closest,0.1241543974709605
Decoded,decoded,GNN,Agglo,2,90,RoadSafety,XGBClassifier,closest,0.142354810539538
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,RoadSafety,XGBClassifier,closest,0.2097957502853538
Encoded,encoded,GNN,Agglo,3,90,RoadSafety,XGBClassifier,closest,0.1941125368596207
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,RoadSafety,XGBClassifier,closest,0.1236189237416648
Original,original,,Agglo,1,90,RoadSafety,XGBClassifier,closest,0.1241543974709605
Decoded,decoded,MLP,KIP,3,90,RoadSafety,XGBClassifier,centroid,0.24249070628391906
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,RoadSafety,XGBClassifier,centroid,0.19442699952130915
Encoded,encoded,MLP,KIP,4,90,RoadSafety,XGBClassifier,centroid,0.2657562030164187
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,RoadSafety,XGBClassifier,centroid,0.13759871375154684
Original,original,,KIP,1,90,RoadSafety,XGBClassifier,centroid,0.18642678753666114
Decoded,decoded,GNN,KIP,3,90,RoadSafety,XGBClassifier,centroid,0.2485987010201179
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,RoadSafety,XGBClassifier,centroid,0.21027822058793366
Encoded,encoded,GNN,KIP,4,90,RoadSafety,XGBClassifier,centroid,0.2583413879447825
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,RoadSafety,XGBClassifier,centroid,0.12069737863874357
Original,original,,KIP,1,90,RoadSafety,XGBClassifier,centroid,0.18642678753666114
Decoded,decoded,MLP,KMeans,1,90,RoadSafety,XGBClassifier,centroid,0.12825650745376113
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,RoadSafety,XGBClassifier,centroid,0.13689801840303517
Encoded,encoded,MLP,KMeans,3,90,RoadSafety,XGBClassifier,centroid,0.16943227507310984
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,XGBClassifier,centroid,0.1161641381582699
Original,original,,KMeans,4,90,RoadSafety,XGBClassifier,centroid,0.3619183455549905
Decoded,decoded,GNN,KMeans,3,90,RoadSafety,XGBClassifier,centroid,0.3346274307153731
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,RoadSafety,XGBClassifier,centroid,0.1423362128459536
Encoded,encoded,GNN,KMeans,2,90,RoadSafety,XGBClassifier,centroid,0.20123465438284155
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,XGBClassifier,centroid,0.11675440788494251
Original,original,,KMeans,4,90,RoadSafety,XGBClassifier,centroid,0.3619183455549905
Decoded,decoded,MLP,KMeans,2,90,RoadSafety,XGBClassifier,closest,0.13737758644835457
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,RoadSafety,XGBClassifier,closest,0.1667660414324284
Encoded,encoded,MLP,KMeans,4,90,RoadSafety,XGBClassifier,closest,0.17300974847872586
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,RoadSafety,XGBClassifier,closest,0.1140444696643375
Original,original,,KMeans,1,90,RoadSafety,XGBClassifier,closest,0.13351075363502715
Decoded,decoded,GNN,KMeans,2,90,RoadSafety,XGBClassifier,closest,0.1773195732679294
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,RoadSafety,XGBClassifier,closest,0.2056807617629821
Encoded,encoded,GNN,KMeans,4,90,RoadSafety,XGBClassifier,closest,0.21900363365151665
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,RoadSafety,XGBClassifier,closest,0.11529127248198254
Original,original,,KMeans,1,90,RoadSafety,XGBClassifier,closest,0.13351075363502715
Decoded,decoded,MLP,Agglo,3,90,TencentCTRSmall,GaussianNB,centroid,0.0223529818693854
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,TencentCTRSmall,GaussianNB,centroid,0.0435193106010965
Encoded,encoded,MLP,Agglo,1,90,TencentCTRSmall,GaussianNB,centroid,-0.0812908606452602
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TencentCTRSmall,GaussianNB,centroid,-0.0827648535021533
Original,original,,Agglo,2,90,TencentCTRSmall,GaussianNB,centroid,0.0057968421229594
Decoded,decoded,GNN,Agglo,2,90,TencentCTRSmall,GaussianNB,centroid,-0.0136869937135016
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,TencentCTRSmall,GaussianNB,centroid,0.047106129611276
Encoded,encoded,GNN,Agglo,1,90,TencentCTRSmall,GaussianNB,centroid,-0.082579348370714
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,GaussianNB,centroid,-0.1151981069201337
Original,original,,Agglo,3,90,TencentCTRSmall,GaussianNB,centroid,0.0057968421229594
Decoded,decoded,MLP,Agglo,4,90,TencentCTRSmall,GaussianNB,closest,0.057839340575634
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TencentCTRSmall,GaussianNB,closest,0.0164452231365863
Encoded,encoded,MLP,Agglo,0,90,TencentCTRSmall,GaussianNB,closest,-0.0621467310807469
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,TencentCTRSmall,GaussianNB,closest,-0.0270737009954862
Original,original,,Agglo,2,90,TencentCTRSmall,GaussianNB,closest,-0.0214306735440116
Decoded,decoded,GNN,Agglo,3,90,TencentCTRSmall,GaussianNB,closest,0.0260789297281442
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,90,TencentCTRSmall,GaussianNB,closest,0.0385705747509351
Encoded,encoded,GNN,Agglo,1,90,TencentCTRSmall,GaussianNB,closest,-0.0807671951179685
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,GaussianNB,closest,-0.1407390717671044
Original,original,,Agglo,2,90,TencentCTRSmall,GaussianNB,closest,-0.0214306735440116
Decoded,decoded,MLP,KIP,4,90,TencentCTRSmall,GaussianNB,centroid,-0.0165725260330365
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,TencentCTRSmall,GaussianNB,centroid,-0.032249294162636596
Encoded,encoded,MLP,KIP,1,90,TencentCTRSmall,GaussianNB,centroid,-0.091188641520802
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TencentCTRSmall,GaussianNB,centroid,-0.131464588133198
Original,original,,KIP,3,90,TencentCTRSmall,GaussianNB,centroid,-0.027602004151063776
Decoded,decoded,GNN,KIP,3,90,TencentCTRSmall,GaussianNB,centroid,-0.01828211040685708
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,TencentCTRSmall,GaussianNB,centroid,-0.007624338195950981
Encoded,encoded,GNN,KIP,1,90,TencentCTRSmall,GaussianNB,centroid,-0.07466484923167054
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TencentCTRSmall,GaussianNB,centroid,-0.08684986973095377
Original,original,,KIP,2,90,TencentCTRSmall,GaussianNB,centroid,-0.027602004151063776
Decoded,decoded,MLP,KMeans,3,90,TencentCTRSmall,GaussianNB,centroid,0.023453143239526297
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,TencentCTRSmall,GaussianNB,centroid,0.03825297450715052
Encoded,encoded,MLP,KMeans,1,90,TencentCTRSmall,GaussianNB,centroid,-0.11658862246787911
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TencentCTRSmall,GaussianNB,centroid,-0.1171014668625033
Original,original,,KMeans,2,90,TencentCTRSmall,GaussianNB,centroid,0.00204434384226352
Decoded,decoded,GNN,KMeans,3,90,TencentCTRSmall,GaussianNB,centroid,0.007456030936072422
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,TencentCTRSmall,GaussianNB,centroid,0.013511266248365478
Encoded,encoded,GNN,KMeans,1,90,TencentCTRSmall,GaussianNB,centroid,-0.09799548179064235
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TencentCTRSmall,GaussianNB,centroid,-0.1373556127572651
Original,original,,KMeans,2,90,TencentCTRSmall,GaussianNB,centroid,0.00204434384226352
Decoded,decoded,MLP,KMeans,2,90,TencentCTRSmall,GaussianNB,closest,0.0118099523116548
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TencentCTRSmall,GaussianNB,closest,0.01850633973448418
Encoded,encoded,MLP,KMeans,0,90,TencentCTRSmall,GaussianNB,closest,-0.12278553732430872
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,TencentCTRSmall,GaussianNB,closest,-0.08216822262316228
Original,original,,KMeans,4,90,TencentCTRSmall,GaussianNB,closest,0.03535515247265778
Decoded,decoded,GNN,KMeans,3,90,TencentCTRSmall,GaussianNB,closest,0.011778184557895841
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,TencentCTRSmall,GaussianNB,closest,-0.028450265011471416
Encoded,encoded,GNN,KMeans,1,90,TencentCTRSmall,GaussianNB,closest,-0.10588482179623449
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TencentCTRSmall,GaussianNB,closest,-0.12327550275272219
Original,original,,KMeans,4,90,TencentCTRSmall,GaussianNB,closest,0.03535515247265778
Decoded,decoded,MLP,Agglo,3,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0279674690225732
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0532602103844569
Encoded,encoded,MLP,Agglo,4,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0099532063040467
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0871274285928199
Original,original,,Agglo,1,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0637358215101261
Decoded,decoded,GNN,Agglo,4,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0156697113764833
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0610408789727847
Encoded,encoded,GNN,Agglo,3,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0366027776737917
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0792645902743981
Original,original,,Agglo,1,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0637358215101261
Decoded,decoded,MLP,Agglo,1,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0353277430464568
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0145163403586269
Encoded,encoded,MLP,Agglo,4,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0017210721371616
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0590338037659567
Original,original,,Agglo,2,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0350662598734699
Decoded,decoded,GNN,Agglo,2,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0372990678695765
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0824570433871148
Encoded,encoded,GNN,Agglo,4,90,TencentCTRSmall,KNeighborsClassifier,closest,0.0047259761164974
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.1087335754127205
Original,original,,Agglo,3,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.0350662598734699
Decoded,decoded,MLP,KIP,2,90,TencentCTRSmall,KNeighborsClassifier,centroid,0.00305136076067824
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,TencentCTRSmall,KNeighborsClassifier,centroid,0.004666229925504401
Encoded,encoded,MLP,KIP,1,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.00837150451091232
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.028298506345225093
Original,original,,KIP,4,90,TencentCTRSmall,KNeighborsClassifier,centroid,0.06934851944746
Decoded,decoded,GNN,KIP,2,90,TencentCTRSmall,KNeighborsClassifier,centroid,0.005006962901957839
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,TencentCTRSmall,KNeighborsClassifier,centroid,0.0070721745966383
Encoded,encoded,GNN,KIP,1,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.01296806798188146
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02630573129188034
Original,original,,KIP,4,90,TencentCTRSmall,KNeighborsClassifier,centroid,0.06934851944746
Decoded,decoded,MLP,KMeans,2,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06066053981207653
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0499565005802417
Encoded,encoded,MLP,KMeans,4,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04482663871523228
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07939576236289446
Original,original,,KMeans,1,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07587949687418113
Decoded,decoded,GNN,KMeans,3,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04353543218657574
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.06643720286003058
Encoded,encoded,GNN,KMeans,4,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02209968928985884
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04802219892936018
Original,original,,KMeans,0,90,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07587949687418113
Decoded,decoded,MLP,KMeans,1,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.04914068056751393
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.04431325571818956
Encoded,encoded,MLP,KMeans,3,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.03949421629918016
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.05373234005914722
Original,original,,KMeans,4,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.03723651405682628
Decoded,decoded,GNN,KMeans,2,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.04413016134466366
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.04773664507917498
Encoded,encoded,GNN,KMeans,4,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.03426788455059326
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.06691273911578625
Original,original,,KMeans,3,90,TencentCTRSmall,KNeighborsClassifier,closest,-0.03723651405682628
Decoded,decoded,MLP,Agglo,3,90,TencentCTRSmall,LogisticRegression,centroid,0.089335736284846
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,TencentCTRSmall,LogisticRegression,centroid,0.0861030516927775
Encoded,encoded,MLP,Agglo,4,90,TencentCTRSmall,LogisticRegression,centroid,0.0894106947607396
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,TencentCTRSmall,LogisticRegression,centroid,0.0818928572116473
Original,original,,Agglo,0,90,TencentCTRSmall,LogisticRegression,centroid,0.0237282901313555
Decoded,decoded,GNN,Agglo,4,90,TencentCTRSmall,LogisticRegression,centroid,0.1387495834748501
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,TencentCTRSmall,LogisticRegression,centroid,0.1003759801583149
Encoded,encoded,GNN,Agglo,2,90,TencentCTRSmall,LogisticRegression,centroid,0.081854174143788
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,TencentCTRSmall,LogisticRegression,centroid,0.0791974017819251
Original,original,,Agglo,0,90,TencentCTRSmall,LogisticRegression,centroid,0.0237282901313555
Decoded,decoded,MLP,Agglo,4,90,TencentCTRSmall,LogisticRegression,closest,0.1443021285638983
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,TencentCTRSmall,LogisticRegression,closest,0.083301659230743
Encoded,encoded,MLP,Agglo,3,90,TencentCTRSmall,LogisticRegression,closest,0.1176610515759257
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,TencentCTRSmall,LogisticRegression,closest,0.0919754945172771
Original,original,,Agglo,1,90,TencentCTRSmall,LogisticRegression,closest,0.0917308762790292
Decoded,decoded,GNN,Agglo,4,90,TencentCTRSmall,LogisticRegression,closest,0.1152045965115256
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TencentCTRSmall,LogisticRegression,closest,0.0882535734487126
Encoded,encoded,GNN,Agglo,1,90,TencentCTRSmall,LogisticRegression,closest,0.0874198811065476
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,LogisticRegression,closest,0.0449853582180492
Original,original,,Agglo,3,90,TencentCTRSmall,LogisticRegression,closest,0.0917308762790292
Decoded,decoded,MLP,KIP,2,90,TencentCTRSmall,LogisticRegression,centroid,0.11079036088573624
Decoded-FT,decoded,MLP-MultiHead,KIP,3,90,TencentCTRSmall,LogisticRegression,centroid,0.11569415400933145
Encoded,encoded,MLP,KIP,1,90,TencentCTRSmall,LogisticRegression,centroid,0.10524352997600686
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TencentCTRSmall,LogisticRegression,centroid,0.06299982215419422
Original,original,,KIP,4,90,TencentCTRSmall,LogisticRegression,centroid,0.1392861705945764
Decoded,decoded,GNN,KIP,1,90,TencentCTRSmall,LogisticRegression,centroid,0.12000068698560343
Decoded-FT,decoded,GNN-MultiHead,KIP,3,90,TencentCTRSmall,LogisticRegression,centroid,0.1325895697608198
Encoded,encoded,GNN,KIP,0,90,TencentCTRSmall,LogisticRegression,centroid,0.0987380973323771
Encoded-FT,encoded,GNN-MultiHead,KIP,2,90,TencentCTRSmall,LogisticRegression,centroid,0.12011644727000263
Original,original,,KIP,4,90,TencentCTRSmall,LogisticRegression,centroid,0.1392861705945764
Decoded,decoded,MLP,KMeans,3,90,TencentCTRSmall,LogisticRegression,centroid,0.09198949104639462
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,TencentCTRSmall,LogisticRegression,centroid,0.09221279346965608
Encoded,encoded,MLP,KMeans,2,90,TencentCTRSmall,LogisticRegression,centroid,0.08756591370048317
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,TencentCTRSmall,LogisticRegression,centroid,0.07862328727105554
Original,original,,KMeans,0,90,TencentCTRSmall,LogisticRegression,centroid,0.049833710961401004
Decoded,decoded,GNN,KMeans,4,90,TencentCTRSmall,LogisticRegression,centroid,0.09702519182628377
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,TencentCTRSmall,LogisticRegression,centroid,0.09123791595533688
Encoded,encoded,GNN,KMeans,1,90,TencentCTRSmall,LogisticRegression,centroid,0.07748963261679236
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,TencentCTRSmall,LogisticRegression,centroid,0.08348403143697469
Original,original,,KMeans,0,90,TencentCTRSmall,LogisticRegression,centroid,0.049833710961401004
Decoded,decoded,MLP,KMeans,3,90,TencentCTRSmall,LogisticRegression,closest,0.09533536775238213
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,TencentCTRSmall,LogisticRegression,closest,0.0913531305035091
Encoded,encoded,MLP,KMeans,1,90,TencentCTRSmall,LogisticRegression,closest,0.08881176530260423
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TencentCTRSmall,LogisticRegression,closest,0.0772548055285006
Original,original,,KMeans,4,90,TencentCTRSmall,LogisticRegression,closest,0.09857614208146362
Decoded,decoded,GNN,KMeans,2,90,TencentCTRSmall,LogisticRegression,closest,0.09794491787953866
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,90,TencentCTRSmall,LogisticRegression,closest,0.0979997804214239
Encoded,encoded,GNN,KMeans,1,90,TencentCTRSmall,LogisticRegression,closest,0.09620751844748957
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TencentCTRSmall,LogisticRegression,closest,0.0764861842058799
Original,original,,KMeans,4,90,TencentCTRSmall,LogisticRegression,closest,0.09857614208146362
Decoded,decoded,MLP,Agglo,4,90,TencentCTRSmall,MLPClassifier,centroid,-0.0680378733455201
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TencentCTRSmall,MLPClassifier,centroid,-0.092231689315414
Encoded,encoded,MLP,Agglo,2,90,TencentCTRSmall,MLPClassifier,centroid,-0.1050153516606723
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,TencentCTRSmall,MLPClassifier,centroid,-0.1091619204738451
Original,original,,Agglo,0,90,TencentCTRSmall,MLPClassifier,centroid,-0.1156629378734226
Decoded,decoded,GNN,Agglo,4,90,TencentCTRSmall,MLPClassifier,centroid,-0.0112625786005799
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,90,TencentCTRSmall,MLPClassifier,centroid,-0.05777128147592
Encoded,encoded,GNN,Agglo,0,90,TencentCTRSmall,MLPClassifier,centroid,-0.1381248210773402
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,90,TencentCTRSmall,MLPClassifier,centroid,-0.1135963088110585
Original,original,,Agglo,1,90,TencentCTRSmall,MLPClassifier,centroid,-0.1156629378734226
Decoded,decoded,MLP,Agglo,4,90,TencentCTRSmall,MLPClassifier,closest,-0.0222022283249906
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,TencentCTRSmall,MLPClassifier,closest,-0.0848795594895176
Encoded,encoded,MLP,Agglo,3,90,TencentCTRSmall,MLPClassifier,closest,-0.0352227823428509
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TencentCTRSmall,MLPClassifier,closest,-0.1175030923237066
Original,original,,Agglo,2,90,TencentCTRSmall,MLPClassifier,closest,-0.0607067705491951
Decoded,decoded,GNN,Agglo,4,90,TencentCTRSmall,MLPClassifier,closest,-0.0436276140070111
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TencentCTRSmall,MLPClassifier,closest,-0.0713960250040319
Encoded,encoded,GNN,Agglo,1,90,TencentCTRSmall,MLPClassifier,closest,-0.1194433663001149
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,MLPClassifier,closest,-0.1542963429944497
Original,original,,Agglo,3,90,TencentCTRSmall,MLPClassifier,closest,-0.0607067705491951
Decoded,decoded,MLP,KIP,4,90,TencentCTRSmall,MLPClassifier,centroid,-0.0476921966957085
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,TencentCTRSmall,MLPClassifier,centroid,-0.055153744238786814
Encoded,encoded,MLP,KIP,1,90,TencentCTRSmall,MLPClassifier,centroid,-0.06703521197946535
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TencentCTRSmall,MLPClassifier,centroid,-0.12813227506286898
Original,original,,KIP,3,90,TencentCTRSmall,MLPClassifier,centroid,-0.048301170337458774
Decoded,decoded,GNN,KIP,2,90,TencentCTRSmall,MLPClassifier,centroid,-0.060014923403739796
Decoded-FT,decoded,GNN-MultiHead,KIP,4,90,TencentCTRSmall,MLPClassifier,centroid,-0.03646569198989784
Encoded,encoded,GNN,KIP,0,90,TencentCTRSmall,MLPClassifier,centroid,-0.07387023120472924
Encoded-FT,encoded,GNN-MultiHead,KIP,1,90,TencentCTRSmall,MLPClassifier,centroid,-0.0706476942415262
Original,original,,KIP,3,90,TencentCTRSmall,MLPClassifier,centroid,-0.048301170337458774
Decoded,decoded,MLP,KMeans,4,90,TencentCTRSmall,MLPClassifier,centroid,-0.07589106378250418
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TencentCTRSmall,MLPClassifier,centroid,-0.08187817286301723
Encoded,encoded,MLP,KMeans,0,90,TencentCTRSmall,MLPClassifier,centroid,-0.12574588082419788
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,TencentCTRSmall,MLPClassifier,centroid,-0.11524363189657642
Original,original,,KMeans,2,90,TencentCTRSmall,MLPClassifier,centroid,-0.11456582849197232
Decoded,decoded,GNN,KMeans,3,90,TencentCTRSmall,MLPClassifier,centroid,-0.08924812743691699
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,TencentCTRSmall,MLPClassifier,centroid,-0.08279178765246532
Encoded,encoded,GNN,KMeans,0,90,TencentCTRSmall,MLPClassifier,centroid,-0.14008955585512112
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,TencentCTRSmall,MLPClassifier,centroid,-0.12923540319039845
Original,original,,KMeans,2,90,TencentCTRSmall,MLPClassifier,centroid,-0.11456582849197232
Decoded,decoded,MLP,KMeans,4,90,TencentCTRSmall,MLPClassifier,closest,-0.06500045140595603
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,TencentCTRSmall,MLPClassifier,closest,-0.08432097355532746
Encoded,encoded,MLP,KMeans,1,90,TencentCTRSmall,MLPClassifier,closest,-0.08837533209203137
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TencentCTRSmall,MLPClassifier,closest,-0.12012205708394845
Original,original,,KMeans,3,90,TencentCTRSmall,MLPClassifier,closest,-0.07115994354724839
Decoded,decoded,GNN,KMeans,3,90,TencentCTRSmall,MLPClassifier,closest,-0.07113586856293183
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,TencentCTRSmall,MLPClassifier,closest,-0.06695430614274778
Encoded,encoded,GNN,KMeans,1,90,TencentCTRSmall,MLPClassifier,closest,-0.1042309855851032
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TencentCTRSmall,MLPClassifier,closest,-0.1134248517112145
Original,original,,KMeans,2,90,TencentCTRSmall,MLPClassifier,closest,-0.07115994354724839
Decoded,decoded,MLP,Agglo,2,90,TencentCTRSmall,XGBClassifier,centroid,0.1330997427723611
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,90,TencentCTRSmall,XGBClassifier,centroid,0.0969698185923518
Encoded,encoded,MLP,Agglo,3,90,TencentCTRSmall,XGBClassifier,centroid,0.172662034050248
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,TencentCTRSmall,XGBClassifier,centroid,0.1249081861790666
Original,original,,Agglo,4,90,TencentCTRSmall,XGBClassifier,centroid,0.2027446708005161
Decoded,decoded,GNN,Agglo,2,90,TencentCTRSmall,XGBClassifier,centroid,0.1514244096126346
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,TencentCTRSmall,XGBClassifier,centroid,0.1239187526270315
Encoded,encoded,GNN,Agglo,3,90,TencentCTRSmall,XGBClassifier,centroid,0.1590846414859407
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,XGBClassifier,centroid,0.115641908147141
Original,original,,Agglo,4,90,TencentCTRSmall,XGBClassifier,centroid,0.2027446708005161
Decoded,decoded,MLP,Agglo,3,90,TencentCTRSmall,XGBClassifier,closest,0.1504218066075222
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,TencentCTRSmall,XGBClassifier,closest,0.1360072130975855
Encoded,encoded,MLP,Agglo,4,90,TencentCTRSmall,XGBClassifier,closest,0.1570778676836829
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,90,TencentCTRSmall,XGBClassifier,closest,0.1248614659764827
Original,original,,Agglo,0,90,TencentCTRSmall,XGBClassifier,closest,0.1239269051456031
Decoded,decoded,GNN,Agglo,4,90,TencentCTRSmall,XGBClassifier,closest,0.1361527041982492
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,TencentCTRSmall,XGBClassifier,closest,0.0985404326510249
Encoded,encoded,GNN,Agglo,2,90,TencentCTRSmall,XGBClassifier,closest,0.121451361525474
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,TencentCTRSmall,XGBClassifier,closest,0.1195196849615976
Original,original,,Agglo,3,90,TencentCTRSmall,XGBClassifier,closest,0.1239269051456031
Decoded,decoded,MLP,KIP,2,90,TencentCTRSmall,XGBClassifier,centroid,0.1367448592491185
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,TencentCTRSmall,XGBClassifier,centroid,0.13416292526162918
Encoded,encoded,MLP,KIP,3,90,TencentCTRSmall,XGBClassifier,centroid,0.15205177727256544
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TencentCTRSmall,XGBClassifier,centroid,0.13315543074537375
Original,original,,KIP,4,90,TencentCTRSmall,XGBClassifier,centroid,0.19903612145810298
Decoded,decoded,GNN,KIP,0,90,TencentCTRSmall,XGBClassifier,centroid,0.14473940709554448
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,TencentCTRSmall,XGBClassifier,centroid,0.15121865258622186
Encoded,encoded,GNN,KIP,3,90,TencentCTRSmall,XGBClassifier,centroid,0.15857598703874967
Encoded-FT,encoded,GNN-MultiHead,KIP,2,90,TencentCTRSmall,XGBClassifier,centroid,0.15466415778133594
Original,original,,KIP,4,90,TencentCTRSmall,XGBClassifier,centroid,0.19903612145810298
Decoded,decoded,MLP,KMeans,2,90,TencentCTRSmall,XGBClassifier,centroid,0.11432326962401362
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,TencentCTRSmall,XGBClassifier,centroid,0.09658489429240603
Encoded,encoded,MLP,KMeans,3,90,TencentCTRSmall,XGBClassifier,centroid,0.14225006690552494
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,90,TencentCTRSmall,XGBClassifier,centroid,0.10136559389451608
Original,original,,KMeans,4,90,TencentCTRSmall,XGBClassifier,centroid,0.21083024465237896
Decoded,decoded,GNN,KMeans,0,90,TencentCTRSmall,XGBClassifier,centroid,0.10965385190040693
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,TencentCTRSmall,XGBClassifier,centroid,0.11105163256536088
Encoded,encoded,GNN,KMeans,2,90,TencentCTRSmall,XGBClassifier,centroid,0.12258468703029926
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,TencentCTRSmall,XGBClassifier,centroid,0.12359600695911521
Original,original,,KMeans,4,90,TencentCTRSmall,XGBClassifier,centroid,0.21083024465237896
Decoded,decoded,MLP,KMeans,1,90,TencentCTRSmall,XGBClassifier,closest,0.11326479051084463
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TencentCTRSmall,XGBClassifier,closest,0.12031320722118732
Encoded,encoded,MLP,KMeans,4,90,TencentCTRSmall,XGBClassifier,closest,0.1435480419296572
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,TencentCTRSmall,XGBClassifier,closest,0.11923654172043534
Original,original,,KMeans,0,90,TencentCTRSmall,XGBClassifier,closest,0.10837795138809955
Decoded,decoded,GNN,KMeans,0,90,TencentCTRSmall,XGBClassifier,closest,0.10485816420646119
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,TencentCTRSmall,XGBClassifier,closest,0.115173953581127
Encoded,encoded,GNN,KMeans,4,90,TencentCTRSmall,XGBClassifier,closest,0.14692431342859336
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,TencentCTRSmall,XGBClassifier,closest,0.12591207477364605
Original,original,,KMeans,1,90,TencentCTRSmall,XGBClassifier,closest,0.10837795138809955
Decoded,decoded,MLP,Agglo,2,90,TwoDPlanes,GaussianNB,centroid,-0.0141952213245122
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,GaussianNB,centroid,-0.0081336251103643
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,GaussianNB,centroid,0.0180228057114532
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,GaussianNB,centroid,-0.1269413087372119
Original,original,,Agglo,1,90,TwoDPlanes,GaussianNB,centroid,-0.0577386599350369
Decoded,decoded,GNN,Agglo,3,90,TwoDPlanes,GaussianNB,centroid,0.0674945676375211
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TwoDPlanes,GaussianNB,centroid,0.0355669561716493
Encoded,encoded,GNN,Agglo,4,90,TwoDPlanes,GaussianNB,centroid,0.1269194281120681
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,GaussianNB,centroid,-0.0612548763956853
Original,original,,Agglo,1,90,TwoDPlanes,GaussianNB,centroid,-0.0577386599350369
Decoded,decoded,MLP,Agglo,2,90,TwoDPlanes,GaussianNB,closest,-0.0176703287318597
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,GaussianNB,closest,-0.0146014052930955
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,GaussianNB,closest,0.0472859537791022
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,GaussianNB,closest,-0.1352296232368525
Original,original,,Agglo,1,90,TwoDPlanes,GaussianNB,closest,-0.0212656469676502
Decoded,decoded,GNN,Agglo,3,90,TwoDPlanes,GaussianNB,closest,0.0050162990765847
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,TwoDPlanes,GaussianNB,closest,-0.025533893884007
Encoded,encoded,GNN,Agglo,4,90,TwoDPlanes,GaussianNB,closest,0.0981015839185629
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,GaussianNB,closest,-0.0610703497903038
Original,original,,Agglo,2,90,TwoDPlanes,GaussianNB,closest,-0.0212656469676502
Decoded,decoded,MLP,KIP,3,90,TwoDPlanes,GaussianNB,centroid,0.019012857585774142
Decoded-FT,decoded,MLP-MultiHead,KIP,2,90,TwoDPlanes,GaussianNB,centroid,0.0021211741063887537
Encoded,encoded,MLP,KIP,4,90,TwoDPlanes,GaussianNB,centroid,0.10157665154295543
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TwoDPlanes,GaussianNB,centroid,-0.10137924852120109
Original,original,,KIP,1,90,TwoDPlanes,GaussianNB,centroid,-0.0021184290825068397
Decoded,decoded,GNN,KIP,3,90,TwoDPlanes,GaussianNB,centroid,0.03862296341108613
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,TwoDPlanes,GaussianNB,centroid,0.00445980184375436
Encoded,encoded,GNN,KIP,4,90,TwoDPlanes,GaussianNB,centroid,0.1908605954871808
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TwoDPlanes,GaussianNB,centroid,-0.03897327885013452
Original,original,,KIP,1,90,TwoDPlanes,GaussianNB,centroid,-0.0021184290825068397
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,GaussianNB,centroid,-0.01093620166669344
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TwoDPlanes,GaussianNB,centroid,-0.0018167284142327805
Encoded,encoded,MLP,KMeans,4,90,TwoDPlanes,GaussianNB,centroid,0.012503835739892702
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,GaussianNB,centroid,-0.12532934319137254
Original,original,,KMeans,1,90,TwoDPlanes,GaussianNB,centroid,-0.05532697743165997
Decoded,decoded,GNN,KMeans,2,90,TwoDPlanes,GaussianNB,centroid,0.09469668016546536
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,TwoDPlanes,GaussianNB,centroid,0.20252940026665195
Encoded,encoded,GNN,KMeans,3,90,TwoDPlanes,GaussianNB,centroid,0.10213208789699087
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,GaussianNB,centroid,-0.061086302755181676
Original,original,,KMeans,1,90,TwoDPlanes,GaussianNB,centroid,-0.05532697743165997
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,GaussianNB,closest,-0.01105275246329416
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,TwoDPlanes,GaussianNB,closest,-0.01637150808429414
Encoded,encoded,MLP,KMeans,4,90,TwoDPlanes,GaussianNB,closest,0.02497629598942736
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,GaussianNB,closest,-0.13111271068058278
Original,original,,KMeans,3,90,TwoDPlanes,GaussianNB,closest,-0.006732045090531301
Decoded,decoded,GNN,KMeans,3,90,TwoDPlanes,GaussianNB,closest,0.02440836778758242
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,TwoDPlanes,GaussianNB,closest,-0.02872798775958032
Encoded,encoded,GNN,KMeans,4,90,TwoDPlanes,GaussianNB,closest,0.11831486564367899
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,GaussianNB,closest,-0.06499561459228151
Original,original,,KMeans,2,90,TwoDPlanes,GaussianNB,closest,-0.006732045090531301
Decoded,decoded,MLP,Agglo,3,90,TwoDPlanes,KNeighborsClassifier,centroid,0.0752114740746171
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,90,TwoDPlanes,KNeighborsClassifier,centroid,0.1058115870294496
Encoded,encoded,MLP,Agglo,2,90,TwoDPlanes,KNeighborsClassifier,centroid,0.0504997349473396
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.0143208081213166
Original,original,,Agglo,1,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.0030458802289923
Decoded,decoded,GNN,Agglo,3,90,TwoDPlanes,KNeighborsClassifier,centroid,0.104885425336317
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TwoDPlanes,KNeighborsClassifier,centroid,0.059807381792721
Encoded,encoded,GNN,Agglo,4,90,TwoDPlanes,KNeighborsClassifier,centroid,0.1348377228849254
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.0123734382331259
Original,original,,Agglo,1,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.0030458802289923
Decoded,decoded,MLP,Agglo,1,90,TwoDPlanes,KNeighborsClassifier,closest,0.0789549476067138
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,KNeighborsClassifier,closest,0.097607721125716
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,KNeighborsClassifier,closest,0.1717575790654545
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,KNeighborsClassifier,closest,-0.0050090619197215
Original,original,,Agglo,2,90,TwoDPlanes,KNeighborsClassifier,closest,0.0865186111943345
Decoded,decoded,GNN,Agglo,3,90,TwoDPlanes,KNeighborsClassifier,closest,0.0952664616676227
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TwoDPlanes,KNeighborsClassifier,closest,0.0936274804911637
Encoded,encoded,GNN,Agglo,4,90,TwoDPlanes,KNeighborsClassifier,closest,0.1780966478275871
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,KNeighborsClassifier,closest,-0.007383116227524
Original,original,,Agglo,1,90,TwoDPlanes,KNeighborsClassifier,closest,0.0865186111943345
Decoded,decoded,MLP,KIP,3,90,TwoDPlanes,KNeighborsClassifier,centroid,0.21935458330278332
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,TwoDPlanes,KNeighborsClassifier,centroid,0.16671802964794952
Encoded,encoded,MLP,KIP,4,90,TwoDPlanes,KNeighborsClassifier,centroid,0.2584951075940457
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TwoDPlanes,KNeighborsClassifier,centroid,0.04660464379756858
Original,original,,KIP,2,90,TwoDPlanes,KNeighborsClassifier,centroid,0.18540010770765636
Decoded,decoded,GNN,KIP,3,90,TwoDPlanes,KNeighborsClassifier,centroid,0.259033704438291
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,TwoDPlanes,KNeighborsClassifier,centroid,0.17992939971604333
Encoded,encoded,GNN,KIP,4,90,TwoDPlanes,KNeighborsClassifier,centroid,0.34830135562196246
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TwoDPlanes,KNeighborsClassifier,centroid,0.06222136383004486
Original,original,,KIP,2,90,TwoDPlanes,KNeighborsClassifier,centroid,0.18540010770765636
Decoded,decoded,MLP,KMeans,3,90,TwoDPlanes,KNeighborsClassifier,centroid,0.08317975583297388
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,TwoDPlanes,KNeighborsClassifier,centroid,0.08414276488224429
Encoded,encoded,MLP,KMeans,2,90,TwoDPlanes,KNeighborsClassifier,centroid,0.04555418962403744
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.01605819727179638
Original,original,,KMeans,1,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.00110873530644332
Decoded,decoded,GNN,KMeans,3,90,TwoDPlanes,KNeighborsClassifier,centroid,0.09539582563728
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,TwoDPlanes,KNeighborsClassifier,centroid,0.07116495270631291
Encoded,encoded,GNN,KMeans,4,90,TwoDPlanes,KNeighborsClassifier,centroid,0.1334895734631572
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.0119980543284165
Original,original,,KMeans,1,90,TwoDPlanes,KNeighborsClassifier,centroid,-0.00110873530644332
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,KNeighborsClassifier,closest,0.08295689140430587
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TwoDPlanes,KNeighborsClassifier,closest,0.09778990822829804
Encoded,encoded,MLP,KMeans,4,90,TwoDPlanes,KNeighborsClassifier,closest,0.17555320812103545
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,KNeighborsClassifier,closest,-0.01064373244743508
Original,original,,KMeans,1,90,TwoDPlanes,KNeighborsClassifier,closest,0.07400623992290396
Decoded,decoded,GNN,KMeans,3,90,TwoDPlanes,KNeighborsClassifier,closest,0.09482600341113286
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,TwoDPlanes,KNeighborsClassifier,closest,0.09097478708529443
Encoded,encoded,GNN,KMeans,4,90,TwoDPlanes,KNeighborsClassifier,closest,0.17596391676386036
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,KNeighborsClassifier,closest,-0.004710429675778401
Original,original,,KMeans,1,90,TwoDPlanes,KNeighborsClassifier,closest,0.07400623992290396
Decoded,decoded,MLP,Agglo,1,90,TwoDPlanes,LogisticRegression,centroid,0.0041105932298913
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,LogisticRegression,centroid,0.0183336185465805
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,LogisticRegression,centroid,0.0244725134699213
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,LogisticRegression,centroid,-0.0910734359212935
Original,original,,Agglo,2,90,TwoDPlanes,LogisticRegression,centroid,0.0156730656905883
Decoded,decoded,GNN,Agglo,4,90,TwoDPlanes,LogisticRegression,centroid,0.0986954183822157
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,TwoDPlanes,LogisticRegression,centroid,0.0021610667521964
Encoded,encoded,GNN,Agglo,3,90,TwoDPlanes,LogisticRegression,centroid,0.0170443308487329
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,LogisticRegression,centroid,-0.009995678250765
Original,original,,Agglo,2,90,TwoDPlanes,LogisticRegression,centroid,0.0156730656905883
Decoded,decoded,MLP,Agglo,2,90,TwoDPlanes,LogisticRegression,closest,-0.0052927338253348
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,LogisticRegression,closest,0.0049311363715545
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,LogisticRegression,closest,0.0084051874312157
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,LogisticRegression,closest,-0.0947776002738047
Original,original,,Agglo,1,90,TwoDPlanes,LogisticRegression,closest,-0.0101425331855007
Decoded,decoded,GNN,Agglo,4,90,TwoDPlanes,LogisticRegression,closest,0.0144448127737278
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TwoDPlanes,LogisticRegression,closest,0.0048991139261259
Encoded,encoded,GNN,Agglo,3,90,TwoDPlanes,LogisticRegression,closest,0.0078435777832884
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,LogisticRegression,closest,-0.0127452535050488
Original,original,,Agglo,1,90,TwoDPlanes,LogisticRegression,closest,-0.0101425331855007
Decoded,decoded,MLP,KIP,2,90,TwoDPlanes,LogisticRegression,centroid,0.03077120039595106
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,TwoDPlanes,LogisticRegression,centroid,0.005683625412192819
Encoded,encoded,MLP,KIP,4,90,TwoDPlanes,LogisticRegression,centroid,0.04472399470015712
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TwoDPlanes,LogisticRegression,centroid,-0.08659487917547073
Original,original,,KIP,3,90,TwoDPlanes,LogisticRegression,centroid,0.04102845078995516
Decoded,decoded,GNN,KIP,3,90,TwoDPlanes,LogisticRegression,centroid,0.04568165795314564
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,TwoDPlanes,LogisticRegression,centroid,0.010081447168600901
Encoded,encoded,GNN,KIP,4,90,TwoDPlanes,LogisticRegression,centroid,0.056424701653280326
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TwoDPlanes,LogisticRegression,centroid,-0.0021131227469008
Original,original,,KIP,2,90,TwoDPlanes,LogisticRegression,centroid,0.04102845078995516
Decoded,decoded,MLP,KMeans,1,90,TwoDPlanes,LogisticRegression,centroid,-0.00336617384550122
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,90,TwoDPlanes,LogisticRegression,centroid,0.00393833809144168
Encoded,encoded,MLP,KMeans,4,90,TwoDPlanes,LogisticRegression,centroid,0.03235468470444042
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,LogisticRegression,centroid,-0.10019187849300837
Original,original,,KMeans,3,90,TwoDPlanes,LogisticRegression,centroid,0.014373863843636082
Decoded,decoded,GNN,KMeans,3,90,TwoDPlanes,LogisticRegression,centroid,0.029572177567277765
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,TwoDPlanes,LogisticRegression,centroid,0.0313967140359757
Encoded,encoded,GNN,KMeans,1,90,TwoDPlanes,LogisticRegression,centroid,0.010177885965253718
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,LogisticRegression,centroid,-0.012737440028364239
Original,original,,KMeans,2,90,TwoDPlanes,LogisticRegression,centroid,0.014373863843636082
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,LogisticRegression,closest,-0.00197953791355068
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,90,TwoDPlanes,LogisticRegression,closest,0.01793728314399944
Encoded,encoded,MLP,KMeans,3,90,TwoDPlanes,LogisticRegression,closest,0.012696669050844281
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,LogisticRegression,closest,-0.10206575514562274
Original,original,,KMeans,1,90,TwoDPlanes,LogisticRegression,closest,-0.01288912394787054
Decoded,decoded,GNN,KMeans,3,90,TwoDPlanes,LogisticRegression,closest,0.0035394152752700006
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,90,TwoDPlanes,LogisticRegression,closest,0.00459091710234266
Encoded,encoded,GNN,KMeans,2,90,TwoDPlanes,LogisticRegression,closest,0.00046414613302068
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,LogisticRegression,closest,-0.01459744455761896
Original,original,,KMeans,1,90,TwoDPlanes,LogisticRegression,closest,-0.01288912394787054
Decoded,decoded,MLP,Agglo,1,90,TwoDPlanes,MLPClassifier,centroid,0.0727810162069439
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,TwoDPlanes,MLPClassifier,centroid,0.0756821582652484
Encoded,encoded,MLP,Agglo,3,90,TwoDPlanes,MLPClassifier,centroid,0.1058472620875864
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,MLPClassifier,centroid,0.0255427048156748
Original,original,,Agglo,4,90,TwoDPlanes,MLPClassifier,centroid,0.1249241118309568
Decoded,decoded,GNN,Agglo,4,90,TwoDPlanes,MLPClassifier,centroid,0.1503066305378339
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,MLPClassifier,centroid,0.060916145546929
Encoded,encoded,GNN,Agglo,2,90,TwoDPlanes,MLPClassifier,centroid,0.120568479904767
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,TwoDPlanes,MLPClassifier,centroid,0.0677301765685709
Original,original,,Agglo,3,90,TwoDPlanes,MLPClassifier,centroid,0.1249241118309568
Decoded,decoded,MLP,Agglo,1,90,TwoDPlanes,MLPClassifier,closest,0.0663100122954279
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,MLPClassifier,closest,0.0722673336816236
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,MLPClassifier,closest,0.0845055523937868
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,90,TwoDPlanes,MLPClassifier,closest,0.0155865088513121
Original,original,,Agglo,2,90,TwoDPlanes,MLPClassifier,closest,0.0689779691467823
Decoded,decoded,GNN,Agglo,3,90,TwoDPlanes,MLPClassifier,closest,0.1033539653041463
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,90,TwoDPlanes,MLPClassifier,closest,0.086581449945159
Encoded,encoded,GNN,Agglo,4,90,TwoDPlanes,MLPClassifier,closest,0.113220743094205
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,MLPClassifier,closest,0.0624760721999982
Original,original,,Agglo,1,90,TwoDPlanes,MLPClassifier,closest,0.0689779691467823
Decoded,decoded,MLP,KIP,3,90,TwoDPlanes,MLPClassifier,centroid,0.12197525719596033
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,TwoDPlanes,MLPClassifier,centroid,0.09740271954822009
Encoded,encoded,MLP,KIP,4,90,TwoDPlanes,MLPClassifier,centroid,0.13682247282957533
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TwoDPlanes,MLPClassifier,centroid,0.019996638380088076
Original,original,,KIP,2,90,TwoDPlanes,MLPClassifier,centroid,0.10329253393142238
Decoded,decoded,GNN,KIP,4,90,TwoDPlanes,MLPClassifier,centroid,0.15621179990375095
Decoded-FT,decoded,GNN-MultiHead,KIP,2,90,TwoDPlanes,MLPClassifier,centroid,0.1038500387993638
Encoded,encoded,GNN,KIP,3,90,TwoDPlanes,MLPClassifier,centroid,0.15314384689686314
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TwoDPlanes,MLPClassifier,centroid,0.08982914320798302
Original,original,,KIP,1,90,TwoDPlanes,MLPClassifier,centroid,0.10329253393142238
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,MLPClassifier,centroid,0.07534489785503921
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,90,TwoDPlanes,MLPClassifier,centroid,0.06295261443180714
Encoded,encoded,MLP,KMeans,3,90,TwoDPlanes,MLPClassifier,centroid,0.10459543053106031
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,MLPClassifier,centroid,0.01810287243441908
Original,original,,KMeans,4,90,TwoDPlanes,MLPClassifier,centroid,0.10774526152327368
Decoded,decoded,GNN,KMeans,4,90,TwoDPlanes,MLPClassifier,centroid,0.1345915723342112
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,TwoDPlanes,MLPClassifier,centroid,0.09171127277703431
Encoded,encoded,GNN,KMeans,3,90,TwoDPlanes,MLPClassifier,centroid,0.12119187847274886
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,MLPClassifier,centroid,0.06990019490072683
Original,original,,KMeans,2,90,TwoDPlanes,MLPClassifier,centroid,0.10774526152327368
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,MLPClassifier,closest,0.07493532485857267
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,90,TwoDPlanes,MLPClassifier,closest,0.08451375621093016
Encoded,encoded,MLP,KMeans,4,90,TwoDPlanes,MLPClassifier,closest,0.09006920497574651
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,MLPClassifier,closest,0.01182254720169732
Original,original,,KMeans,1,90,TwoDPlanes,MLPClassifier,closest,0.056834397541188894
Decoded,decoded,GNN,KMeans,3,90,TwoDPlanes,MLPClassifier,closest,0.10125206039382433
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,90,TwoDPlanes,MLPClassifier,closest,0.07124206249226228
Encoded,encoded,GNN,KMeans,4,90,TwoDPlanes,MLPClassifier,closest,0.11386808948545235
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,90,TwoDPlanes,MLPClassifier,closest,0.06415463955036206
Original,original,,KMeans,0,90,TwoDPlanes,MLPClassifier,closest,0.056834397541188894
Decoded,decoded,MLP,Agglo,0,90,TwoDPlanes,XGBClassifier,centroid,0.0115230538226444
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,90,TwoDPlanes,XGBClassifier,centroid,0.0372854721175057
Encoded,encoded,MLP,Agglo,3,90,TwoDPlanes,XGBClassifier,centroid,0.1452986143460093
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,90,TwoDPlanes,XGBClassifier,centroid,0.0580324526704881
Original,original,,Agglo,4,90,TwoDPlanes,XGBClassifier,centroid,0.3364969418489257
Decoded,decoded,GNN,Agglo,2,90,TwoDPlanes,XGBClassifier,centroid,0.0600633616528292
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,90,TwoDPlanes,XGBClassifier,centroid,0.0206930616001665
Encoded,encoded,GNN,Agglo,3,90,TwoDPlanes,XGBClassifier,centroid,0.1622320909202032
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,90,TwoDPlanes,XGBClassifier,centroid,0.0587587524370362
Original,original,,Agglo,4,90,TwoDPlanes,XGBClassifier,centroid,0.3364969418489257
Decoded,decoded,MLP,Agglo,1,90,TwoDPlanes,XGBClassifier,closest,0.0040151838065552
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,90,TwoDPlanes,XGBClassifier,closest,0.0105050181050092
Encoded,encoded,MLP,Agglo,4,90,TwoDPlanes,XGBClassifier,closest,0.1526124334925492
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,90,TwoDPlanes,XGBClassifier,closest,0.0329969077480559
Original,original,,Agglo,0,90,TwoDPlanes,XGBClassifier,closest,0.0016128076556653
Decoded,decoded,GNN,Agglo,2,90,TwoDPlanes,XGBClassifier,closest,0.0340189587068582
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,90,TwoDPlanes,XGBClassifier,closest,0.009269413676703
Encoded,encoded,GNN,Agglo,4,90,TwoDPlanes,XGBClassifier,closest,0.1662902951678352
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,90,TwoDPlanes,XGBClassifier,closest,0.0867816941484113
Original,original,,Agglo,0,90,TwoDPlanes,XGBClassifier,closest,0.0016128076556653
Decoded,decoded,MLP,KIP,2,90,TwoDPlanes,XGBClassifier,centroid,0.11542315508129053
Decoded-FT,decoded,MLP-MultiHead,KIP,1,90,TwoDPlanes,XGBClassifier,centroid,0.07974424978746462
Encoded,encoded,MLP,KIP,4,90,TwoDPlanes,XGBClassifier,centroid,0.20421302047491924
Encoded-FT,encoded,MLP-MultiHead,KIP,0,90,TwoDPlanes,XGBClassifier,centroid,0.04966927892520938
Original,original,,KIP,3,90,TwoDPlanes,XGBClassifier,centroid,0.12778148231575934
Decoded,decoded,GNN,KIP,3,90,TwoDPlanes,XGBClassifier,centroid,0.16808215963531978
Decoded-FT,decoded,GNN-MultiHead,KIP,1,90,TwoDPlanes,XGBClassifier,centroid,0.09309163417045946
Encoded,encoded,GNN,KIP,4,90,TwoDPlanes,XGBClassifier,centroid,0.27088713254592156
Encoded-FT,encoded,GNN-MultiHead,KIP,0,90,TwoDPlanes,XGBClassifier,centroid,0.06835803538379652
Original,original,,KIP,2,90,TwoDPlanes,XGBClassifier,centroid,0.12778148231575934
Decoded,decoded,MLP,KMeans,1,90,TwoDPlanes,XGBClassifier,centroid,0.0112111269445454
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,XGBClassifier,centroid,0.005054408525435381
Encoded,encoded,MLP,KMeans,3,90,TwoDPlanes,XGBClassifier,centroid,0.14402434888132223
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,90,TwoDPlanes,XGBClassifier,centroid,0.04769647621861562
Original,original,,KMeans,4,90,TwoDPlanes,XGBClassifier,centroid,0.2898393691298967
Decoded,decoded,GNN,KMeans,1,90,TwoDPlanes,XGBClassifier,centroid,0.054454608931858065
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,90,TwoDPlanes,XGBClassifier,centroid,0.04175552538771023
Encoded,encoded,GNN,KMeans,3,90,TwoDPlanes,XGBClassifier,centroid,0.15550764034429423
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,90,TwoDPlanes,XGBClassifier,centroid,0.059917654286932444
Original,original,,KMeans,4,90,TwoDPlanes,XGBClassifier,centroid,0.2898393691298967
Decoded,decoded,MLP,KMeans,2,90,TwoDPlanes,XGBClassifier,closest,0.011420584868058902
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,90,TwoDPlanes,XGBClassifier,closest,0.00394991892941284
Encoded,encoded,MLP,KMeans,4,90,TwoDPlanes,XGBClassifier,closest,0.14502109234865396
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,90,TwoDPlanes,XGBClassifier,closest,0.03890042505916596
Original,original,,KMeans,1,90,TwoDPlanes,XGBClassifier,closest,0.007640246781310961
Decoded,decoded,GNN,KMeans,2,90,TwoDPlanes,XGBClassifier,closest,0.03487953961015332
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,90,TwoDPlanes,XGBClassifier,closest,0.0076997411832904
Encoded,encoded,GNN,KMeans,4,90,TwoDPlanes,XGBClassifier,closest,0.16900464408529448
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,90,TwoDPlanes,XGBClassifier,closest,0.057602867754074215
Original,original,,KMeans,0,90,TwoDPlanes,XGBClassifier,closest,0.007640246781310961
Decoded,decoded,MLP,Agglo,3,100,Adult,GaussianNB,centroid,0.0523111626409258
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Adult,GaussianNB,centroid,0.0565512298232047
Encoded,encoded,MLP,Agglo,1,100,Adult,GaussianNB,centroid,-0.0855212562518017
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,GaussianNB,centroid,-0.1157282469073561
Original,original,,Agglo,2,100,Adult,GaussianNB,centroid,-0.0421265082136819
Decoded,decoded,GNN,Agglo,4,100,Adult,GaussianNB,centroid,0.0439578522588118
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Adult,GaussianNB,centroid,-0.0409670873832303
Encoded,encoded,GNN,Agglo,1,100,Adult,GaussianNB,centroid,-0.073924035160371
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,GaussianNB,centroid,-0.1403543367381889
Original,original,,Agglo,2,100,Adult,GaussianNB,centroid,-0.0421265082136819
Decoded,decoded,MLP,Agglo,3,100,Adult,GaussianNB,closest,-0.0490544117207166
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Adult,GaussianNB,closest,-0.0677378510981714
Encoded,encoded,MLP,Agglo,1,100,Adult,GaussianNB,closest,-0.0898399428259122
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,GaussianNB,closest,-0.1184681614058983
Original,original,,Agglo,4,100,Adult,GaussianNB,closest,-0.0167588424040576
Decoded,decoded,GNN,Agglo,4,100,Adult,GaussianNB,closest,0.0451759507010503
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Adult,GaussianNB,closest,0.001423541816514
Encoded,encoded,GNN,Agglo,1,100,Adult,GaussianNB,closest,-0.0464362281600745
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,GaussianNB,closest,-0.1430264635311826
Original,original,,Agglo,2,100,Adult,GaussianNB,closest,-0.0167588424040576
Decoded,decoded,MLP,KIP,4,100,Adult,GaussianNB,centroid,0.1390479923326008
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Adult,GaussianNB,centroid,0.05195770534958336
Encoded,encoded,MLP,KIP,1,100,Adult,GaussianNB,centroid,-0.07730799742134122
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Adult,GaussianNB,centroid,-0.12813765796418375
Original,original,,KIP,2,100,Adult,GaussianNB,centroid,0.03716133495440402
Decoded,decoded,GNN,KIP,4,100,Adult,GaussianNB,centroid,0.19481466375038456
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Adult,GaussianNB,centroid,0.1634650090982578
Encoded,encoded,GNN,KIP,1,100,Adult,GaussianNB,centroid,-0.04660210359955576
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Adult,GaussianNB,centroid,-0.12431441702465632
Original,original,,KIP,2,100,Adult,GaussianNB,centroid,0.03716133495440402
Decoded,decoded,MLP,KMeans,4,100,Adult,GaussianNB,centroid,0.005440031516620461
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Adult,GaussianNB,centroid,-0.019458069932666237
Encoded,encoded,MLP,KMeans,1,100,Adult,GaussianNB,centroid,-0.0909404134590946
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,GaussianNB,centroid,-0.11389762019244383
Original,original,,KMeans,2,100,Adult,GaussianNB,centroid,-0.0467815222335424
Decoded,decoded,GNN,KMeans,3,100,Adult,GaussianNB,centroid,0.007216112441798541
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Adult,GaussianNB,centroid,0.01875827126573846
Encoded,encoded,GNN,KMeans,1,100,Adult,GaussianNB,centroid,-0.0808358561239305
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,GaussianNB,centroid,-0.14000950175606022
Original,original,,KMeans,2,100,Adult,GaussianNB,centroid,-0.0467815222335424
Decoded,decoded,MLP,KMeans,4,100,Adult,GaussianNB,closest,-0.0008143419560490202
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Adult,GaussianNB,closest,-0.030867838291675144
Encoded,encoded,MLP,KMeans,1,100,Adult,GaussianNB,closest,-0.09192636949636454
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,GaussianNB,closest,-0.11239923214104193
Original,original,,KMeans,2,100,Adult,GaussianNB,closest,-0.03605993179193894
Decoded,decoded,GNN,KMeans,3,100,Adult,GaussianNB,closest,-0.013042368894094122
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Adult,GaussianNB,closest,0.00135225353950454
Encoded,encoded,GNN,KMeans,1,100,Adult,GaussianNB,closest,-0.07277104160866746
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,GaussianNB,closest,-0.1426050033352267
Original,original,,KMeans,2,100,Adult,GaussianNB,closest,-0.03605993179193894
Decoded,decoded,MLP,Agglo,3,100,Adult,KNeighborsClassifier,centroid,-0.0098804456315828
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Adult,KNeighborsClassifier,centroid,-0.0060196846875737
Encoded,encoded,MLP,Agglo,2,100,Adult,KNeighborsClassifier,centroid,-0.0386722198636442
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,KNeighborsClassifier,centroid,-0.07588273906433
Original,original,,Agglo,1,100,Adult,KNeighborsClassifier,centroid,-0.0526833258056202
Decoded,decoded,GNN,Agglo,3,100,Adult,KNeighborsClassifier,centroid,0.0078548783446063
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Adult,KNeighborsClassifier,centroid,0.0200387228641305
Encoded,encoded,GNN,Agglo,2,100,Adult,KNeighborsClassifier,centroid,-0.0007717996450426
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,KNeighborsClassifier,centroid,-0.0740805624862796
Original,original,,Agglo,1,100,Adult,KNeighborsClassifier,centroid,-0.0526833258056202
Decoded,decoded,MLP,Agglo,3,100,Adult,KNeighborsClassifier,closest,-0.0071998249213455
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Adult,KNeighborsClassifier,closest,-0.0055730388634748
Encoded,encoded,MLP,Agglo,1,100,Adult,KNeighborsClassifier,closest,-0.0254522356765878
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,KNeighborsClassifier,closest,-0.0639673023799009
Original,original,,Agglo,2,100,Adult,KNeighborsClassifier,closest,-0.0114904180640168
Decoded,decoded,GNN,Agglo,2,100,Adult,KNeighborsClassifier,closest,-0.0058423280579679
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Adult,KNeighborsClassifier,closest,0.0014798702259303
Encoded,encoded,GNN,Agglo,4,100,Adult,KNeighborsClassifier,closest,0.0310014778363196
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,KNeighborsClassifier,closest,-0.054777028953741
Original,original,,Agglo,1,100,Adult,KNeighborsClassifier,closest,-0.0114904180640168
Decoded,decoded,MLP,KIP,3,100,Adult,KNeighborsClassifier,centroid,0.07342800398808333
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Adult,KNeighborsClassifier,centroid,0.06634576596979148
Encoded,encoded,MLP,KIP,1,100,Adult,KNeighborsClassifier,centroid,0.034424108243951
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Adult,KNeighborsClassifier,centroid,-0.0291192602655658
Original,original,,KIP,4,100,Adult,KNeighborsClassifier,centroid,0.30883931611392096
Decoded,decoded,GNN,KIP,3,100,Adult,KNeighborsClassifier,centroid,0.11190167391844649
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Adult,KNeighborsClassifier,centroid,0.09870785932581957
Encoded,encoded,GNN,KIP,1,100,Adult,KNeighborsClassifier,centroid,0.07401352493453865
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Adult,KNeighborsClassifier,centroid,-0.016938086942985958
Original,original,,KIP,4,100,Adult,KNeighborsClassifier,centroid,0.30883931611392096
Decoded,decoded,MLP,KMeans,4,100,Adult,KNeighborsClassifier,centroid,-0.0059703014425412804
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Adult,KNeighborsClassifier,centroid,-0.013761328688614521
Encoded,encoded,MLP,KMeans,1,100,Adult,KNeighborsClassifier,centroid,-0.044564853204168545
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,KNeighborsClassifier,centroid,-0.07475908718827506
Original,original,,KMeans,2,100,Adult,KNeighborsClassifier,centroid,-0.04203316867279886
Decoded,decoded,GNN,KMeans,3,100,Adult,KNeighborsClassifier,centroid,-0.00599927782766876
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Adult,KNeighborsClassifier,centroid,-0.00042099148593272
Encoded,encoded,GNN,KMeans,2,100,Adult,KNeighborsClassifier,centroid,-0.00839050078976584
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,KNeighborsClassifier,centroid,-0.07521035675936898
Original,original,,KMeans,1,100,Adult,KNeighborsClassifier,centroid,-0.04203316867279886
Decoded,decoded,MLP,KMeans,4,100,Adult,KNeighborsClassifier,closest,-0.00608318324234766
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Adult,KNeighborsClassifier,closest,-0.015209958113733602
Encoded,encoded,MLP,KMeans,1,100,Adult,KNeighborsClassifier,closest,-0.02228881984756278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,KNeighborsClassifier,closest,-0.0646089049028125
Original,original,,KMeans,2,100,Adult,KNeighborsClassifier,closest,-0.01654605828280544
Decoded,decoded,GNN,KMeans,3,100,Adult,KNeighborsClassifier,closest,-0.00587462649005672
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Adult,KNeighborsClassifier,closest,-0.0059184368318195
Encoded,encoded,GNN,KMeans,4,100,Adult,KNeighborsClassifier,closest,0.01113436242664534
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,KNeighborsClassifier,closest,-0.056749918067474425
Original,original,,KMeans,1,100,Adult,KNeighborsClassifier,closest,-0.01654605828280544
Decoded,decoded,MLP,Agglo,4,100,Adult,LogisticRegression,centroid,0.1521762010740418
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Adult,LogisticRegression,centroid,0.0799371416439783
Encoded,encoded,MLP,Agglo,3,100,Adult,LogisticRegression,centroid,0.1329128211888528
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Adult,LogisticRegression,centroid,0.0646212057698085
Original,original,,Agglo,0,100,Adult,LogisticRegression,centroid,0.0477409064606642
Decoded,decoded,GNN,Agglo,4,100,Adult,LogisticRegression,centroid,0.0954783274294702
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Adult,LogisticRegression,centroid,0.0808433695270542
Encoded,encoded,GNN,Agglo,2,100,Adult,LogisticRegression,centroid,0.0708889292625028
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,LogisticRegression,centroid,0.0447140057457087
Original,original,,Agglo,1,100,Adult,LogisticRegression,centroid,0.0477409064606642
Decoded,decoded,MLP,Agglo,2,100,Adult,LogisticRegression,closest,0.0559512314958505
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Adult,LogisticRegression,closest,0.0323650948156483
Encoded,encoded,MLP,Agglo,3,100,Adult,LogisticRegression,closest,0.0592160170301132
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,LogisticRegression,closest,0.019210786302689
Original,original,,Agglo,4,100,Adult,LogisticRegression,closest,0.0649688835826424
Decoded,decoded,GNN,Agglo,2,100,Adult,LogisticRegression,closest,0.0433526722114618
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Adult,LogisticRegression,closest,0.0345132158959092
Encoded,encoded,GNN,Agglo,3,100,Adult,LogisticRegression,closest,0.0506714582221166
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,LogisticRegression,closest,0.0177190580283978
Original,original,,Agglo,4,100,Adult,LogisticRegression,closest,0.0649688835826424
Decoded,decoded,MLP,KIP,4,100,Adult,LogisticRegression,centroid,0.08278071793538876
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Adult,LogisticRegression,centroid,0.07100263098618437
Encoded,encoded,MLP,KIP,2,100,Adult,LogisticRegression,centroid,0.06485453455333015
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Adult,LogisticRegression,centroid,0.014134316789757361
Original,original,,KIP,1,100,Adult,LogisticRegression,centroid,0.0572840835823436
Decoded,decoded,GNN,KIP,3,100,Adult,LogisticRegression,centroid,0.09232957142952274
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Adult,LogisticRegression,centroid,0.09927634342526374
Encoded,encoded,GNN,KIP,2,100,Adult,LogisticRegression,centroid,0.05777441759765084
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Adult,LogisticRegression,centroid,0.01300654855455088
Original,original,,KIP,1,100,Adult,LogisticRegression,centroid,0.0572840835823436
Decoded,decoded,MLP,KMeans,3,100,Adult,LogisticRegression,centroid,0.07506205887132673
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Adult,LogisticRegression,centroid,0.06357896901515994
Encoded,encoded,MLP,KMeans,4,100,Adult,LogisticRegression,centroid,0.15422341716501414
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Adult,LogisticRegression,centroid,0.0576147447259995
Original,original,,KMeans,0,100,Adult,LogisticRegression,centroid,0.0495792420038615
Decoded,decoded,GNN,KMeans,4,100,Adult,LogisticRegression,centroid,0.08127752488252174
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Adult,LogisticRegression,centroid,0.07108888446148426
Encoded,encoded,GNN,KMeans,2,100,Adult,LogisticRegression,centroid,0.05359166554166182
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,LogisticRegression,centroid,0.03215579102957624
Original,original,,KMeans,1,100,Adult,LogisticRegression,centroid,0.0495792420038615
Decoded,decoded,MLP,KMeans,2,100,Adult,LogisticRegression,closest,0.06347243744615773
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Adult,LogisticRegression,closest,0.05223392953293974
Encoded,encoded,MLP,KMeans,3,100,Adult,LogisticRegression,closest,0.06485610302466623
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,LogisticRegression,closest,0.042463162241118915
Original,original,,KMeans,4,100,Adult,LogisticRegression,closest,0.06560550867050328
Decoded,decoded,GNN,KMeans,3,100,Adult,LogisticRegression,closest,0.0581859794969675
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Adult,LogisticRegression,closest,0.0570995143402782
Encoded,encoded,GNN,KMeans,2,100,Adult,LogisticRegression,closest,0.058083518484527995
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,LogisticRegression,closest,0.0089141703231654
Original,original,,KMeans,4,100,Adult,LogisticRegression,closest,0.06560550867050328
Decoded,decoded,MLP,Agglo,4,100,Adult,MLPClassifier,centroid,0.0973079637875424
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Adult,MLPClassifier,centroid,0.0217979608219451
Encoded,encoded,MLP,Agglo,1,100,Adult,MLPClassifier,centroid,-0.003220926231473
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,MLPClassifier,centroid,-0.0155392833969291
Original,original,,Agglo,3,100,Adult,MLPClassifier,centroid,0.0351190535982635
Decoded,decoded,GNN,Agglo,4,100,Adult,MLPClassifier,centroid,0.0462514344607921
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Adult,MLPClassifier,centroid,0.0379522921598523
Encoded,encoded,GNN,Agglo,1,100,Adult,MLPClassifier,centroid,0.0019536701088472
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,MLPClassifier,centroid,-0.0398137838625155
Original,original,,Agglo,2,100,Adult,MLPClassifier,centroid,0.0351190535982635
Decoded,decoded,MLP,Agglo,3,100,Adult,MLPClassifier,closest,0.01328839701686
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Adult,MLPClassifier,closest,-0.0074118923143496
Encoded,encoded,MLP,Agglo,2,100,Adult,MLPClassifier,closest,-0.0037973038866657
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,MLPClassifier,closest,-0.0277138580057306
Original,original,,Agglo,4,100,Adult,MLPClassifier,closest,0.0174119363026204
Decoded,decoded,GNN,Agglo,3,100,Adult,MLPClassifier,closest,0.0132992299492107
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Adult,MLPClassifier,closest,-0.0051315928815947
Encoded,encoded,GNN,Agglo,2,100,Adult,MLPClassifier,closest,0.0114703683518705
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,MLPClassifier,closest,-0.0400844102088766
Original,original,,Agglo,4,100,Adult,MLPClassifier,closest,0.0174119363026204
Decoded,decoded,MLP,KIP,4,100,Adult,MLPClassifier,centroid,0.04778381511322739
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Adult,MLPClassifier,centroid,0.022311113544691098
Encoded,encoded,MLP,KIP,2,100,Adult,MLPClassifier,centroid,0.01793942788855052
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Adult,MLPClassifier,centroid,-0.03604040434281092
Original,original,,KIP,1,100,Adult,MLPClassifier,centroid,-0.009057683920376442
Decoded,decoded,GNN,KIP,4,100,Adult,MLPClassifier,centroid,0.06149088855190804
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Adult,MLPClassifier,centroid,0.05787266288511974
Encoded,encoded,GNN,KIP,2,100,Adult,MLPClassifier,centroid,0.02183833811525222
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Adult,MLPClassifier,centroid,-0.0339603237615512
Original,original,,KIP,1,100,Adult,MLPClassifier,centroid,-0.009057683920376442
Decoded,decoded,MLP,KMeans,3,100,Adult,MLPClassifier,centroid,0.02491785846977414
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Adult,MLPClassifier,centroid,0.02142646346186508
Encoded,encoded,MLP,KMeans,1,100,Adult,MLPClassifier,centroid,0.0023556441186073397
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,MLPClassifier,centroid,-0.02035119316214794
Original,original,,KMeans,4,100,Adult,MLPClassifier,centroid,0.02783753726610792
Decoded,decoded,GNN,KMeans,4,100,Adult,MLPClassifier,centroid,0.02992057228346326
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Adult,MLPClassifier,centroid,0.020763816272679418
Encoded,encoded,GNN,KMeans,1,100,Adult,MLPClassifier,centroid,-0.004562476573783759
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,MLPClassifier,centroid,-0.04738773684483152
Original,original,,KMeans,3,100,Adult,MLPClassifier,centroid,0.02783753726610792
Decoded,decoded,MLP,KMeans,4,100,Adult,MLPClassifier,closest,0.01895474283176654
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Adult,MLPClassifier,closest,-0.00845202452076908
Encoded,encoded,MLP,KMeans,2,100,Adult,MLPClassifier,closest,0.00054871100251048
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,MLPClassifier,closest,-0.023894770076919657
Original,original,,KMeans,3,100,Adult,MLPClassifier,closest,0.007657753920815741
Decoded,decoded,GNN,KMeans,2,100,Adult,MLPClassifier,closest,0.008152851756310479
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Adult,MLPClassifier,closest,0.01267777416461178
Encoded,encoded,GNN,KMeans,4,100,Adult,MLPClassifier,closest,0.014992187486150981
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,MLPClassifier,closest,-0.04287505236737972
Original,original,,KMeans,1,100,Adult,MLPClassifier,closest,0.007657753920815741
Decoded,decoded,MLP,Agglo,3,100,Adult,XGBClassifier,centroid,0.1516915036372625
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Adult,XGBClassifier,centroid,0.1036121037378371
Encoded,encoded,MLP,Agglo,1,100,Adult,XGBClassifier,centroid,0.0901345752273308
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,XGBClassifier,centroid,0.0612897603459423
Original,original,,Agglo,4,100,Adult,XGBClassifier,centroid,0.2657648708854406
Decoded,decoded,GNN,Agglo,1,100,Adult,XGBClassifier,centroid,0.1176443378951558
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Adult,XGBClassifier,centroid,0.1262591893962105
Encoded,encoded,GNN,Agglo,3,100,Adult,XGBClassifier,centroid,0.1291243804650252
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,XGBClassifier,centroid,0.0507321659861166
Original,original,,Agglo,4,100,Adult,XGBClassifier,centroid,0.2657648708854406
Decoded,decoded,MLP,Agglo,3,100,Adult,XGBClassifier,closest,0.1160875852935711
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Adult,XGBClassifier,closest,0.0834908384148513
Encoded,encoded,MLP,Agglo,2,100,Adult,XGBClassifier,closest,0.099912550503221
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Adult,XGBClassifier,closest,0.0691996203752175
Original,original,,Agglo,4,100,Adult,XGBClassifier,closest,0.1320999670510908
Decoded,decoded,GNN,Agglo,2,100,Adult,XGBClassifier,closest,0.1093135684335507
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Adult,XGBClassifier,closest,0.0960037247120153
Encoded,encoded,GNN,Agglo,4,100,Adult,XGBClassifier,closest,0.1414189006704058
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Adult,XGBClassifier,closest,0.0585050773753754
Original,original,,Agglo,3,100,Adult,XGBClassifier,closest,0.1320999670510908
Decoded,decoded,MLP,KIP,3,100,Adult,XGBClassifier,centroid,0.13452840168691138
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Adult,XGBClassifier,centroid,0.12515875039064314
Encoded,encoded,MLP,KIP,1,100,Adult,XGBClassifier,centroid,0.11680202191723854
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Adult,XGBClassifier,centroid,0.06421772105702037
Original,original,,KIP,4,100,Adult,XGBClassifier,centroid,0.2564085446494093
Decoded,decoded,GNN,KIP,2,100,Adult,XGBClassifier,centroid,0.15278745649880107
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Adult,XGBClassifier,centroid,0.16618220958961785
Encoded,encoded,GNN,KIP,1,100,Adult,XGBClassifier,centroid,0.14894285531548962
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Adult,XGBClassifier,centroid,0.05795821641825651
Original,original,,KIP,4,100,Adult,XGBClassifier,centroid,0.2564085446494093
Decoded,decoded,MLP,KMeans,3,100,Adult,XGBClassifier,centroid,0.09545498442428982
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Adult,XGBClassifier,centroid,0.09218527653592086
Encoded,encoded,MLP,KMeans,1,100,Adult,XGBClassifier,centroid,0.09085424972726983
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,XGBClassifier,centroid,0.07215370984408528
Original,original,,KMeans,4,100,Adult,XGBClassifier,centroid,0.29666823176511276
Decoded,decoded,GNN,KMeans,3,100,Adult,XGBClassifier,centroid,0.11236436461802457
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Adult,XGBClassifier,centroid,0.10528364100299274
Encoded,encoded,GNN,KMeans,2,100,Adult,XGBClassifier,centroid,0.1075192078197128
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,XGBClassifier,centroid,0.05481039827562324
Original,original,,KMeans,4,100,Adult,XGBClassifier,centroid,0.29666823176511276
Decoded,decoded,MLP,KMeans,4,100,Adult,XGBClassifier,closest,0.11475373342665326
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Adult,XGBClassifier,closest,0.1006929819429672
Encoded,encoded,MLP,KMeans,2,100,Adult,XGBClassifier,closest,0.10274008221162054
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Adult,XGBClassifier,closest,0.068523982835043
Original,original,,KMeans,3,100,Adult,XGBClassifier,closest,0.1133302071780123
Decoded,decoded,GNN,KMeans,1,100,Adult,XGBClassifier,closest,0.10158836779227451
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Adult,XGBClassifier,closest,0.11068436430278195
Encoded,encoded,GNN,KMeans,4,100,Adult,XGBClassifier,closest,0.11367644049933208
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Adult,XGBClassifier,closest,0.05265837073554882
Original,original,,KMeans,3,100,Adult,XGBClassifier,closest,0.1133302071780123
Decoded,decoded,MLP,Agglo,3,100,AmazonEmployeeAccess,GaussianNB,centroid,0.0431537419361409
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0081726382516143
Encoded,encoded,MLP,Agglo,4,100,AmazonEmployeeAccess,GaussianNB,centroid,0.0440552642646444
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0053480138131559
Original,original,,Agglo,0,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0259738842296898
Decoded,decoded,GNN,Agglo,4,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0217886086578159
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0273847412070649
Encoded,encoded,GNN,Agglo,1,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0387938373417972
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0457928230382249
Original,original,,Agglo,3,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.0259738842296898
Decoded,decoded,MLP,Agglo,0,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0641019484233183
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,AmazonEmployeeAccess,GaussianNB,closest,0.058486897729968
Encoded,encoded,MLP,Agglo,3,100,AmazonEmployeeAccess,GaussianNB,closest,0.027451682332345
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0274458613649297
Original,original,,Agglo,1,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0323020034314604
Decoded,decoded,GNN,Agglo,4,100,AmazonEmployeeAccess,GaussianNB,closest,0.0048706944850698
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0971745024164291
Encoded,encoded,GNN,Agglo,1,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0746750081129734
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0544063995715769
Original,original,,Agglo,3,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0323020034314604
Decoded,decoded,MLP,KIP,0,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.011965871668042
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.008466742630291537
Encoded,encoded,MLP,KIP,2,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.005539814689502399
Encoded-FT,encoded,MLP-MultiHead,KIP,3,100,AmazonEmployeeAccess,GaussianNB,centroid,0.006611454790728881
Original,original,,KIP,4,100,AmazonEmployeeAccess,GaussianNB,centroid,0.01859551698194466
Decoded,decoded,GNN,KIP,3,100,AmazonEmployeeAccess,GaussianNB,centroid,0.00594102486862792
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.005920797006858681
Encoded,encoded,GNN,KIP,0,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.04676274173386254
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.030029497752378998
Original,original,,KIP,4,100,AmazonEmployeeAccess,GaussianNB,centroid,0.01859551698194466
Decoded,decoded,MLP,KMeans,4,100,AmazonEmployeeAccess,GaussianNB,centroid,0.029448419680108577
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.04459312165385334
Encoded,encoded,MLP,KMeans,3,100,AmazonEmployeeAccess,GaussianNB,centroid,0.022776863400812662
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.024345614119338603
Original,original,,KMeans,2,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.007030273396287169
Decoded,decoded,GNN,KMeans,2,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.022629010828454702
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.02026395176746408
Encoded,encoded,GNN,KMeans,0,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.079865564757535
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.07470032932123158
Original,original,,KMeans,4,100,AmazonEmployeeAccess,GaussianNB,centroid,-0.007030273396287169
Decoded,decoded,MLP,KMeans,3,100,AmazonEmployeeAccess,GaussianNB,closest,0.039451897708139484
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,GaussianNB,closest,-0.060394719800457276
Encoded,encoded,MLP,KMeans,2,100,AmazonEmployeeAccess,GaussianNB,closest,-0.0022135683839975802
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,AmazonEmployeeAccess,GaussianNB,closest,-0.03887431221631888
Original,original,,KMeans,4,100,AmazonEmployeeAccess,GaussianNB,closest,0.043093931495944815
Decoded,decoded,GNN,KMeans,1,100,AmazonEmployeeAccess,GaussianNB,closest,-0.04254312245423632
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,AmazonEmployeeAccess,GaussianNB,closest,-0.024152794573694302
Encoded,encoded,GNN,KMeans,2,100,AmazonEmployeeAccess,GaussianNB,closest,-0.03484372885351694
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,AmazonEmployeeAccess,GaussianNB,closest,-0.07480015891241065
Original,original,,KMeans,4,100,AmazonEmployeeAccess,GaussianNB,closest,0.043093931495944815
Decoded,decoded,MLP,Agglo,1,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0258808306507606
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0999905320961938
Encoded,encoded,MLP,Agglo,3,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0928309032380232
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0062601779965916
Original,original,,Agglo,2,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0881487092091145
Decoded,decoded,GNN,Agglo,1,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0433308085589851
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.029387111026952
Encoded,encoded,GNN,Agglo,2,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0583847756106798
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0591927034021336
Original,original,,Agglo,4,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0881487092091145
Decoded,decoded,MLP,Agglo,2,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0762892129015969
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0826301836773339
Encoded,encoded,MLP,Agglo,4,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.1159900271413243
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0242498264217637
Original,original,,Agglo,1,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0554206905257844
Decoded,decoded,GNN,Agglo,0,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,-0.0172000252477433
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0374827999747523
Encoded,encoded,GNN,Agglo,4,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0698977466388942
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0570782048854384
Original,original,,Agglo,2,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0554206905257844
Decoded,decoded,MLP,KIP,3,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1204593826926718
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1337010667171622
Encoded,encoded,MLP,KIP,2,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11729407309221737
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.057454774979486256
Original,original,,KIP,1,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08533674177870354
Decoded,decoded,GNN,KIP,3,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.11196061352016673
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.1326763870479076
Encoded,encoded,GNN,KIP,2,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.09634576784699869
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06286915356939979
Original,original,,KIP,1,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08533674177870354
Decoded,decoded,MLP,KMeans,3,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.07644297165940794
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.057617875402385964
Encoded,encoded,MLP,KMeans,4,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.08413318184687243
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.00665555765953426
Original,original,,KMeans,2,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06176115634665156
Decoded,decoded,GNN,KMeans,0,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.039604367859622604
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.047572808180269
Encoded,encoded,GNN,KMeans,3,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.0571698541942814
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.05394028908666294
Original,original,,KMeans,4,100,AmazonEmployeeAccess,KNeighborsClassifier,centroid,0.06176115634665156
Decoded,decoded,MLP,KMeans,1,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.05534027646279118
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0715659912895285
Encoded,encoded,MLP,KMeans,4,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.09927942940099728
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.01796263333964536
Original,original,,KMeans,2,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0637030865366408
Decoded,decoded,GNN,KMeans,1,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.030042921163921
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.018314460645079977
Encoded,encoded,GNN,KMeans,3,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.054399924256769615
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.04457728965473714
Original,original,,KMeans,4,100,AmazonEmployeeAccess,KNeighborsClassifier,closest,0.0637030865366408
Decoded,decoded,MLP,Agglo,4,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.1161957415226767
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.1152396056146957
Encoded,encoded,MLP,Agglo,2,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.0891461010157267
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.0619329529653945
Original,original,,Agglo,0,100,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0045060379631302
Decoded,decoded,GNN,Agglo,3,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.1193822225146053
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.1267528359936309
Encoded,encoded,GNN,Agglo,2,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.0656195371075897
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.0611154152484836
Original,original,,Agglo,0,100,AmazonEmployeeAccess,LogisticRegression,centroid,-0.0045060379631302
Decoded,decoded,MLP,Agglo,1,100,AmazonEmployeeAccess,LogisticRegression,closest,0.0806041092766898
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,AmazonEmployeeAccess,LogisticRegression,closest,0.101900328100879
Encoded,encoded,MLP,Agglo,4,100,AmazonEmployeeAccess,LogisticRegression,closest,0.1181329226909508
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,AmazonEmployeeAccess,LogisticRegression,closest,0.0905103670808218
Original,original,,Agglo,0,100,AmazonEmployeeAccess,LogisticRegression,closest,0.026034744075566
Decoded,decoded,GNN,Agglo,1,100,AmazonEmployeeAccess,LogisticRegression,closest,0.034507117368397
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,AmazonEmployeeAccess,LogisticRegression,closest,0.0425611412826528
Encoded,encoded,GNN,Agglo,4,100,AmazonEmployeeAccess,LogisticRegression,closest,0.0804124988742888
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,AmazonEmployeeAccess,LogisticRegression,closest,0.0436418239521944
Original,original,,Agglo,0,100,AmazonEmployeeAccess,LogisticRegression,closest,0.026034744075566
Decoded,decoded,MLP,KIP,2,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.08525423826242573
Decoded-FT,decoded,MLP-MultiHead,KIP,0,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.0584239277960907
Encoded,encoded,MLP,KIP,3,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.1225770066239716
Encoded-FT,encoded,MLP-MultiHead,KIP,4,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.12553470479543347
Original,original,,KIP,1,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.06349163971879249
Decoded,decoded,GNN,KIP,1,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.06960758828289607
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.08435366937114099
Encoded,encoded,GNN,KIP,2,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.07710747491340798
Encoded-FT,encoded,GNN-MultiHead,KIP,3,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.08185698582785582
Original,original,,KIP,0,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.06349163971879249
Decoded,decoded,MLP,KMeans,4,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.12010727627729079
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.08282640672373673
Encoded,encoded,MLP,KMeans,3,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.10974025932551859
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.07184355393864758
Original,original,,KMeans,0,100,AmazonEmployeeAccess,LogisticRegression,centroid,-4.598649657632028e-05
Decoded,decoded,GNN,KMeans,4,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.09952218752654594
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.08737114998815207
Encoded,encoded,GNN,KMeans,1,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.06446272123816078
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,AmazonEmployeeAccess,LogisticRegression,centroid,0.06465445938083011
Original,original,,KMeans,0,100,AmazonEmployeeAccess,LogisticRegression,centroid,-4.598649657632028e-05
Decoded,decoded,MLP,KMeans,2,100,AmazonEmployeeAccess,LogisticRegression,closest,0.059550341481672056
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,LogisticRegression,closest,0.032171258822860635
Encoded,encoded,MLP,KMeans,4,100,AmazonEmployeeAccess,LogisticRegression,closest,0.13041885395263514
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,AmazonEmployeeAccess,LogisticRegression,closest,0.10062088157391338
Original,original,,KMeans,1,100,AmazonEmployeeAccess,LogisticRegression,closest,0.03853923893625562
Decoded,decoded,GNN,KMeans,0,100,AmazonEmployeeAccess,LogisticRegression,closest,0.029481176513418778
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,AmazonEmployeeAccess,LogisticRegression,closest,0.03849159181619192
Encoded,encoded,GNN,KMeans,4,100,AmazonEmployeeAccess,LogisticRegression,closest,0.06200729780152605
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,AmazonEmployeeAccess,LogisticRegression,closest,0.06188964901445184
Original,original,,KMeans,2,100,AmazonEmployeeAccess,LogisticRegression,closest,0.03853923893625562
Decoded,decoded,MLP,Agglo,3,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.0160702770310607
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.0197712276392352
Encoded,encoded,MLP,Agglo,2,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0036216249853828
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0885978307177532
Original,original,,Agglo,0,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1267028510039138
Decoded,decoded,GNN,Agglo,3,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.030736627307025
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.0381412638896772
Encoded,encoded,GNN,Agglo,2,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0332996655330853
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0452361202384967
Original,original,,Agglo,0,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.1267028510039138
Decoded,decoded,MLP,Agglo,2,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0369944615670776
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,AmazonEmployeeAccess,MLPClassifier,closest,0.0067570386103791
Encoded,encoded,MLP,Agglo,3,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0149323646489466
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.1025837586258068
Original,original,,Agglo,1,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0746146381760031
Decoded,decoded,GNN,Agglo,1,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0497590484207704
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0478100999297695
Encoded,encoded,GNN,Agglo,4,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0036763323114462
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0318861649959277
Original,original,,Agglo,0,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0746146381760031
Decoded,decoded,MLP,KIP,3,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.02035987846767512
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.00265412592395544
Encoded,encoded,MLP,KIP,4,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.026128629232722838
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.02326675223804252
Original,original,,KIP,0,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.09064798776197117
Decoded,decoded,GNN,KIP,4,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.0012504727054892396
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.0012026037951839985
Encoded,encoded,GNN,KIP,1,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.00986824424359262
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.004606903927780881
Original,original,,KIP,0,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.09064798776197117
Decoded,decoded,MLP,KMeans,4,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.0381192441909367
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,AmazonEmployeeAccess,MLPClassifier,centroid,6.482818138476053e-05
Encoded,encoded,MLP,KMeans,2,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.03378546658852636
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.12345692858026971
Original,original,,KMeans,1,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11346969590248965
Decoded,decoded,GNN,KMeans,4,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.019236053222022077
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,AmazonEmployeeAccess,MLPClassifier,centroid,0.01343762373258504
Encoded,encoded,GNN,KMeans,2,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.056591036067856204
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.07057299769477007
Original,original,,KMeans,0,100,AmazonEmployeeAccess,MLPClassifier,centroid,-0.11346969590248965
Decoded,decoded,MLP,KMeans,4,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.03369451565894636
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0573661021098564
Encoded,encoded,MLP,KMeans,3,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0341301227427244
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.10299734601084447
Original,original,,KMeans,2,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.05676418475484622
Decoded,decoded,GNN,KMeans,0,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.05842414179591848
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.04431334441612582
Encoded,encoded,GNN,KMeans,3,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.04459604452355736
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.0561515994712537
Original,original,,KMeans,1,100,AmazonEmployeeAccess,MLPClassifier,closest,-0.05676418475484622
Decoded,decoded,MLP,Agglo,3,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3596216085676689
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3325576553004085
Encoded,encoded,MLP,Agglo,2,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3558527165686729
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.2999687193373443
Original,original,,Agglo,4,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,GNN,Agglo,2,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3413309779342973
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3516959063215462
Encoded,encoded,GNN,Agglo,0,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.2818806048482175
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.2902797955442646
Original,original,,Agglo,4,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3725636261989337
Decoded,decoded,MLP,Agglo,3,100,AmazonEmployeeAccess,XGBClassifier,closest,0.3105399669889178
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,AmazonEmployeeAccess,XGBClassifier,closest,0.3124700504293723
Encoded,encoded,MLP,Agglo,2,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2974572339147036
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2513600908185076
Original,original,,Agglo,1,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2580687946391219
Decoded,decoded,GNN,Agglo,2,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2619351415901607
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2682692380829234
Encoded,encoded,GNN,Agglo,4,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2828261555780363
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2392704474751087
Original,original,,Agglo,1,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2580687946391219
Decoded,decoded,MLP,KIP,4,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.33252504354572493
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3259156962371931
Encoded,encoded,MLP,KIP,3,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3304935118771441
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3032894136349461
Original,original,,KIP,1,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3180023541313294
Decoded,decoded,GNN,KIP,3,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3284664488746568
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3283670923625743
Encoded,encoded,GNN,KIP,1,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3208613496512539
Encoded-FT,encoded,GNN-MultiHead,KIP,4,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3407896037909502
Original,original,,KIP,0,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3180023541313294
Decoded,decoded,MLP,KMeans,3,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3483477344813685
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.33260357797537105
Encoded,encoded,MLP,KMeans,1,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.32234656312038407
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.2864934091929019
Original,original,,KMeans,4,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3724823345072298
Decoded,decoded,GNN,KMeans,3,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.34305778460649117
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.33221176152915854
Encoded,encoded,GNN,KMeans,1,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.28775081576925715
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.263216222589012
Original,original,,KMeans,4,100,AmazonEmployeeAccess,XGBClassifier,centroid,0.3724823345072298
Decoded,decoded,MLP,KMeans,3,100,AmazonEmployeeAccess,XGBClassifier,closest,0.30507735546242143
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,AmazonEmployeeAccess,XGBClassifier,closest,0.289623852408516
Encoded,encoded,MLP,KMeans,4,100,AmazonEmployeeAccess,XGBClassifier,closest,0.32046107126286405
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,AmazonEmployeeAccess,XGBClassifier,closest,0.274098660541108
Original,original,,KMeans,2,100,AmazonEmployeeAccess,XGBClassifier,closest,0.29070584007119443
Decoded,decoded,GNN,KMeans,2,100,AmazonEmployeeAccess,XGBClassifier,closest,0.27623325676384913
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2931356534901234
Encoded,encoded,GNN,KMeans,1,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2643515490108085
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,AmazonEmployeeAccess,XGBClassifier,closest,0.2585596823634109
Original,original,,KMeans,3,100,AmazonEmployeeAccess,XGBClassifier,closest,0.29070584007119443
Decoded,decoded,MLP,Agglo,2,100,BankMarketing,GaussianNB,centroid,0.0630834297876864
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,BankMarketing,GaussianNB,centroid,0.1404832433051792
Encoded,encoded,MLP,Agglo,1,100,BankMarketing,GaussianNB,centroid,0.0463767356076579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,BankMarketing,GaussianNB,centroid,-0.0483970855002117
Original,original,,Agglo,3,100,BankMarketing,GaussianNB,centroid,0.0717508457030303
Decoded,decoded,GNN,Agglo,4,100,BankMarketing,GaussianNB,centroid,0.1147939598047868
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,GaussianNB,centroid,0.1017696397582709
Encoded,encoded,GNN,Agglo,1,100,BankMarketing,GaussianNB,centroid,-0.0376950337949839
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,GaussianNB,centroid,-0.1084547033224138
Original,original,,Agglo,2,100,BankMarketing,GaussianNB,centroid,0.0717508457030303
Decoded,decoded,MLP,Agglo,3,100,BankMarketing,GaussianNB,closest,0.0641514847097451
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,BankMarketing,GaussianNB,closest,0.0724619004691223
Encoded,encoded,MLP,Agglo,2,100,BankMarketing,GaussianNB,closest,0.0507122845314806
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,BankMarketing,GaussianNB,closest,-0.0528174661442643
Original,original,,Agglo,1,100,BankMarketing,GaussianNB,closest,0.0472053176528181
Decoded,decoded,GNN,Agglo,3,100,BankMarketing,GaussianNB,closest,0.1185536545166338
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,BankMarketing,GaussianNB,closest,0.1673207005745139
Encoded,encoded,GNN,Agglo,1,100,BankMarketing,GaussianNB,closest,-0.036966453031136
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,GaussianNB,closest,-0.1078273020582149
Original,original,,Agglo,2,100,BankMarketing,GaussianNB,closest,0.0472053176528181
Decoded,decoded,MLP,KIP,2,100,BankMarketing,GaussianNB,centroid,0.12349801831039649
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,BankMarketing,GaussianNB,centroid,0.1246476943077179
Encoded,encoded,MLP,KIP,1,100,BankMarketing,GaussianNB,centroid,0.08802796147756238
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,BankMarketing,GaussianNB,centroid,-0.01569080487481942
Original,original,,KIP,4,100,BankMarketing,GaussianNB,centroid,0.16717928491867268
Decoded,decoded,GNN,KIP,3,100,BankMarketing,GaussianNB,centroid,0.13274131789317475
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,BankMarketing,GaussianNB,centroid,0.13197426830063946
Encoded,encoded,GNN,KIP,1,100,BankMarketing,GaussianNB,centroid,0.023425749343180043
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,BankMarketing,GaussianNB,centroid,-0.10025124033253444
Original,original,,KIP,4,100,BankMarketing,GaussianNB,centroid,0.16717928491867268
Decoded,decoded,MLP,KMeans,1,100,BankMarketing,GaussianNB,centroid,-0.014936156030276159
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,BankMarketing,GaussianNB,centroid,0.040286230471583376
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,GaussianNB,centroid,0.04638651481985105
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,BankMarketing,GaussianNB,centroid,-0.04816023415911218
Original,original,,KMeans,2,100,BankMarketing,GaussianNB,centroid,0.03917148864793992
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,GaussianNB,centroid,0.13481188934232285
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,GaussianNB,centroid,0.14089161378061837
Encoded,encoded,GNN,KMeans,1,100,BankMarketing,GaussianNB,centroid,-0.037697478598032116
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,GaussianNB,centroid,-0.1180174473516818
Original,original,,KMeans,2,100,BankMarketing,GaussianNB,centroid,0.03917148864793992
Decoded,decoded,MLP,KMeans,1,100,BankMarketing,GaussianNB,closest,-0.01076102153297102
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,BankMarketing,GaussianNB,closest,0.00707328650602738
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,GaussianNB,closest,0.0537253422834725
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,BankMarketing,GaussianNB,closest,-0.04487512579321706
Original,original,,KMeans,3,100,BankMarketing,GaussianNB,closest,0.0335112099374469
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,GaussianNB,closest,0.14863026963673903
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,GaussianNB,closest,0.15210978402816058
Encoded,encoded,GNN,KMeans,1,100,BankMarketing,GaussianNB,closest,-0.043337815963179475
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,GaussianNB,closest,-0.11304283280212868
Original,original,,KMeans,2,100,BankMarketing,GaussianNB,closest,0.0335112099374469
Decoded,decoded,MLP,Agglo,4,100,BankMarketing,KNeighborsClassifier,centroid,-0.0523851973162053
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,BankMarketing,KNeighborsClassifier,centroid,-0.0910852488085143
Encoded,encoded,MLP,Agglo,3,100,BankMarketing,KNeighborsClassifier,centroid,-0.0652861823808547
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,BankMarketing,KNeighborsClassifier,centroid,-0.1687620100326117
Original,original,,Agglo,0,100,BankMarketing,KNeighborsClassifier,centroid,-0.1723267877445723
Decoded,decoded,GNN,Agglo,3,100,BankMarketing,KNeighborsClassifier,centroid,-0.1123340534513398
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,BankMarketing,KNeighborsClassifier,centroid,-0.0724610678136933
Encoded,encoded,GNN,Agglo,2,100,BankMarketing,KNeighborsClassifier,centroid,-0.1378579134903396
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,KNeighborsClassifier,centroid,-0.2157756819504614
Original,original,,Agglo,1,100,BankMarketing,KNeighborsClassifier,centroid,-0.1723267877445723
Decoded,decoded,MLP,Agglo,3,100,BankMarketing,KNeighborsClassifier,closest,-0.0583358498747535
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,BankMarketing,KNeighborsClassifier,closest,-0.0927348739728961
Encoded,encoded,MLP,Agglo,4,100,BankMarketing,KNeighborsClassifier,closest,-0.0332775499985158
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,BankMarketing,KNeighborsClassifier,closest,-0.1344091225271752
Original,original,,Agglo,2,100,BankMarketing,KNeighborsClassifier,closest,-0.0706849703112638
Decoded,decoded,GNN,Agglo,2,100,BankMarketing,KNeighborsClassifier,closest,-0.0910450809358436
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,KNeighborsClassifier,closest,-0.0817445245866096
Encoded,encoded,GNN,Agglo,1,100,BankMarketing,KNeighborsClassifier,closest,-0.1009502524929891
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,KNeighborsClassifier,closest,-0.2221912494047412
Original,original,,Agglo,4,100,BankMarketing,KNeighborsClassifier,closest,-0.0706849703112638
Decoded,decoded,MLP,KIP,1,100,BankMarketing,KNeighborsClassifier,centroid,0.04352051884631421
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,BankMarketing,KNeighborsClassifier,centroid,0.04356455832117004
Encoded,encoded,MLP,KIP,3,100,BankMarketing,KNeighborsClassifier,centroid,0.0486069975337894
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,BankMarketing,KNeighborsClassifier,centroid,-0.0654169457446574
Original,original,,KIP,4,100,BankMarketing,KNeighborsClassifier,centroid,0.09213706633216026
Decoded,decoded,GNN,KIP,3,100,BankMarketing,KNeighborsClassifier,centroid,0.08332797761697724
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,BankMarketing,KNeighborsClassifier,centroid,0.051949996967245005
Encoded,encoded,GNN,KIP,1,100,BankMarketing,KNeighborsClassifier,centroid,0.0011391866796237199
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,BankMarketing,KNeighborsClassifier,centroid,-0.12359973827969217
Original,original,,KIP,4,100,BankMarketing,KNeighborsClassifier,centroid,0.09213706633216026
Decoded,decoded,MLP,KMeans,3,100,BankMarketing,KNeighborsClassifier,centroid,-0.0876581710809383
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,BankMarketing,KNeighborsClassifier,centroid,-0.10488718796499544
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,KNeighborsClassifier,centroid,-0.0739207586275428
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,BankMarketing,KNeighborsClassifier,centroid,-0.1895699359766051
Original,original,,KMeans,1,100,BankMarketing,KNeighborsClassifier,centroid,-0.18316646727915398
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,KNeighborsClassifier,centroid,-0.1044192080508676
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,KNeighborsClassifier,centroid,-0.05842996207120381
Encoded,encoded,GNN,KMeans,2,100,BankMarketing,KNeighborsClassifier,centroid,-0.1421973665361936
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,KNeighborsClassifier,centroid,-0.23858087067171
Original,original,,KMeans,1,100,BankMarketing,KNeighborsClassifier,centroid,-0.18316646727915398
Decoded,decoded,MLP,KMeans,3,100,BankMarketing,KNeighborsClassifier,closest,-0.09655291899446741
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,BankMarketing,KNeighborsClassifier,closest,-0.0992763652882472
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,KNeighborsClassifier,closest,-0.045251576709989784
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,BankMarketing,KNeighborsClassifier,closest,-0.12752276824718364
Original,original,,KMeans,1,100,BankMarketing,KNeighborsClassifier,closest,-0.11013014390745313
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,KNeighborsClassifier,closest,-0.09530716646469803
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,KNeighborsClassifier,closest,-0.093978400331409
Encoded,encoded,GNN,KMeans,1,100,BankMarketing,KNeighborsClassifier,closest,-0.11878036787963957
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,KNeighborsClassifier,closest,-0.2223762797258389
Original,original,,KMeans,2,100,BankMarketing,KNeighborsClassifier,closest,-0.11013014390745313
Decoded,decoded,MLP,Agglo,3,100,BankMarketing,LogisticRegression,centroid,0.1458579327545354
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,BankMarketing,LogisticRegression,centroid,0.1065646610316209
Encoded,encoded,MLP,Agglo,4,100,BankMarketing,LogisticRegression,centroid,0.2526874044345288
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,BankMarketing,LogisticRegression,centroid,0.1016520061809386
Original,original,,Agglo,0,100,BankMarketing,LogisticRegression,centroid,0.0390140444489859
Decoded,decoded,GNN,Agglo,4,100,BankMarketing,LogisticRegression,centroid,0.1551271906789687
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,LogisticRegression,centroid,0.1142206479716756
Encoded,encoded,GNN,Agglo,2,100,BankMarketing,LogisticRegression,centroid,0.0801905827313865
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,BankMarketing,LogisticRegression,centroid,0.0570966661300479
Original,original,,Agglo,0,100,BankMarketing,LogisticRegression,centroid,0.0390140444489859
Decoded,decoded,MLP,Agglo,3,100,BankMarketing,LogisticRegression,closest,0.1079855838802906
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,BankMarketing,LogisticRegression,closest,0.0866903310095166
Encoded,encoded,MLP,Agglo,4,100,BankMarketing,LogisticRegression,closest,0.215033075406413
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,BankMarketing,LogisticRegression,closest,0.0964220591063943
Original,original,,Agglo,1,100,BankMarketing,LogisticRegression,closest,0.0902795649264747
Decoded,decoded,GNN,Agglo,4,100,BankMarketing,LogisticRegression,closest,0.1454521173912941
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,LogisticRegression,closest,0.1195625135867211
Encoded,encoded,GNN,Agglo,2,100,BankMarketing,LogisticRegression,closest,0.0964109304831581
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,LogisticRegression,closest,0.0388309280120978
Original,original,,Agglo,1,100,BankMarketing,LogisticRegression,closest,0.0902795649264747
Decoded,decoded,MLP,KIP,2,100,BankMarketing,LogisticRegression,centroid,0.15995875833397938
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,BankMarketing,LogisticRegression,centroid,0.16244254057869104
Encoded,encoded,MLP,KIP,4,100,BankMarketing,LogisticRegression,centroid,0.19504664979752867
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,BankMarketing,LogisticRegression,centroid,0.11263714605445416
Original,original,,KIP,1,100,BankMarketing,LogisticRegression,centroid,0.13817321373267052
Decoded,decoded,GNN,KIP,4,100,BankMarketing,LogisticRegression,centroid,0.16799908745289469
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,BankMarketing,LogisticRegression,centroid,0.1461902486197662
Encoded,encoded,GNN,KIP,2,100,BankMarketing,LogisticRegression,centroid,0.14604724581117995
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,BankMarketing,LogisticRegression,centroid,0.052313330939836346
Original,original,,KIP,1,100,BankMarketing,LogisticRegression,centroid,0.13817321373267052
Decoded,decoded,MLP,KMeans,3,100,BankMarketing,LogisticRegression,centroid,0.09965171203119254
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,BankMarketing,LogisticRegression,centroid,0.0755300164893317
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,LogisticRegression,centroid,0.23644032269466467
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,BankMarketing,LogisticRegression,centroid,0.0876931464247338
Original,original,,KMeans,0,100,BankMarketing,LogisticRegression,centroid,0.03216650140239628
Decoded,decoded,GNN,KMeans,2,100,BankMarketing,LogisticRegression,centroid,0.0727856221222867
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,LogisticRegression,centroid,0.08919955733371845
Encoded,encoded,GNN,KMeans,3,100,BankMarketing,LogisticRegression,centroid,0.08654545656884069
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,BankMarketing,LogisticRegression,centroid,0.036745752817849676
Original,original,,KMeans,0,100,BankMarketing,LogisticRegression,centroid,0.03216650140239628
Decoded,decoded,MLP,KMeans,2,100,BankMarketing,LogisticRegression,closest,0.07611399099365586
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,BankMarketing,LogisticRegression,closest,0.05947126140541623
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,LogisticRegression,closest,0.2050320599195426
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,BankMarketing,LogisticRegression,closest,0.08939051439152293
Original,original,,KMeans,1,100,BankMarketing,LogisticRegression,closest,0.06399289690329622
Decoded,decoded,GNN,KMeans,2,100,BankMarketing,LogisticRegression,closest,0.09079428904347844
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,LogisticRegression,closest,0.10968479818684385
Encoded,encoded,GNN,KMeans,3,100,BankMarketing,LogisticRegression,closest,0.10545736301961035
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,LogisticRegression,closest,0.043235409458090415
Original,original,,KMeans,1,100,BankMarketing,LogisticRegression,closest,0.06399289690329622
Decoded,decoded,MLP,Agglo,4,100,BankMarketing,MLPClassifier,centroid,0.0166897504655736
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,BankMarketing,MLPClassifier,centroid,-0.0263235745816241
Encoded,encoded,MLP,Agglo,3,100,BankMarketing,MLPClassifier,centroid,0.008564590892421
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,BankMarketing,MLPClassifier,centroid,-0.1016021814860286
Original,original,,Agglo,1,100,BankMarketing,MLPClassifier,centroid,-0.0931397769953086
Decoded,decoded,GNN,Agglo,4,100,BankMarketing,MLPClassifier,centroid,0.0477703552779873
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,MLPClassifier,centroid,-0.0543405238200075
Encoded,encoded,GNN,Agglo,1,100,BankMarketing,MLPClassifier,centroid,-0.1059748955121699
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,MLPClassifier,centroid,-0.1471779124837521
Original,original,,Agglo,2,100,BankMarketing,MLPClassifier,centroid,-0.0931397769953086
Decoded,decoded,MLP,Agglo,3,100,BankMarketing,MLPClassifier,closest,-0.0173384702606288
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,BankMarketing,MLPClassifier,closest,-0.0611567739008183
Encoded,encoded,MLP,Agglo,4,100,BankMarketing,MLPClassifier,closest,0.0042242011362055
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,BankMarketing,MLPClassifier,closest,-0.1025471822621088
Original,original,,Agglo,1,100,BankMarketing,MLPClassifier,closest,-0.0713615608123788
Decoded,decoded,GNN,Agglo,4,100,BankMarketing,MLPClassifier,closest,0.0270208552614526
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,MLPClassifier,closest,-0.0157809469134195
Encoded,encoded,GNN,Agglo,1,100,BankMarketing,MLPClassifier,closest,-0.0743105173640913
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,MLPClassifier,closest,-0.130173410025767
Original,original,,Agglo,2,100,BankMarketing,MLPClassifier,closest,-0.0713615608123788
Decoded,decoded,MLP,KIP,3,100,BankMarketing,MLPClassifier,centroid,0.04220113680137496
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,BankMarketing,MLPClassifier,centroid,0.03029138616300784
Encoded,encoded,MLP,KIP,4,100,BankMarketing,MLPClassifier,centroid,0.0642338060621263
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,BankMarketing,MLPClassifier,centroid,-0.055978425858700845
Original,original,,KIP,0,100,BankMarketing,MLPClassifier,centroid,-0.06460939322429668
Decoded,decoded,GNN,KIP,4,100,BankMarketing,MLPClassifier,centroid,0.05023432861299678
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,BankMarketing,MLPClassifier,centroid,0.0077822541843543995
Encoded,encoded,GNN,KIP,2,100,BankMarketing,MLPClassifier,centroid,-0.02653012219765704
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,BankMarketing,MLPClassifier,centroid,-0.12691122087128948
Original,original,,KIP,1,100,BankMarketing,MLPClassifier,centroid,-0.06460939322429668
Decoded,decoded,MLP,KMeans,4,100,BankMarketing,MLPClassifier,centroid,-0.03312948685444928
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,BankMarketing,MLPClassifier,centroid,-0.053243703247114305
Encoded,encoded,MLP,KMeans,3,100,BankMarketing,MLPClassifier,centroid,-0.03660468847894492
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,BankMarketing,MLPClassifier,centroid,-0.12201229156431888
Original,original,,KMeans,1,100,BankMarketing,MLPClassifier,centroid,-0.09715191900401912
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,MLPClassifier,centroid,-0.04301079273112064
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,MLPClassifier,centroid,-0.0414442424218951
Encoded,encoded,GNN,KMeans,1,100,BankMarketing,MLPClassifier,centroid,-0.10119850051137882
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,MLPClassifier,centroid,-0.15792318502203548
Original,original,,KMeans,2,100,BankMarketing,MLPClassifier,centroid,-0.09715191900401912
Decoded,decoded,MLP,KMeans,3,100,BankMarketing,MLPClassifier,closest,-0.0628782125781033
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,BankMarketing,MLPClassifier,closest,-0.07352609521925528
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,MLPClassifier,closest,-0.053477480708965
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,BankMarketing,MLPClassifier,closest,-0.11878293314298252
Original,original,,KMeans,1,100,BankMarketing,MLPClassifier,closest,-0.08611304676055691
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,MLPClassifier,closest,-0.04017322829484854
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,BankMarketing,MLPClassifier,closest,-0.024191006941227285
Encoded,encoded,GNN,KMeans,1,100,BankMarketing,MLPClassifier,closest,-0.08717447449227803
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,MLPClassifier,closest,-0.13788806626683875
Original,original,,KMeans,2,100,BankMarketing,MLPClassifier,closest,-0.08611304676055691
Decoded,decoded,MLP,Agglo,2,100,BankMarketing,XGBClassifier,centroid,0.1519062404997115
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,BankMarketing,XGBClassifier,centroid,0.0876940843608715
Encoded,encoded,MLP,Agglo,3,100,BankMarketing,XGBClassifier,centroid,0.1769935727517616
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,BankMarketing,XGBClassifier,centroid,0.1104588561868631
Original,original,,Agglo,4,100,BankMarketing,XGBClassifier,centroid,0.3576038415552456
Decoded,decoded,GNN,Agglo,3,100,BankMarketing,XGBClassifier,centroid,0.1500140990694614
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,BankMarketing,XGBClassifier,centroid,0.1066451611530523
Encoded,encoded,GNN,Agglo,2,100,BankMarketing,XGBClassifier,centroid,0.126362581507703
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,XGBClassifier,centroid,0.0872579080885855
Original,original,,Agglo,4,100,BankMarketing,XGBClassifier,centroid,0.3576038415552456
Decoded,decoded,MLP,Agglo,2,100,BankMarketing,XGBClassifier,closest,0.1042839268480451
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,BankMarketing,XGBClassifier,closest,0.1097692345913691
Encoded,encoded,MLP,Agglo,4,100,BankMarketing,XGBClassifier,closest,0.2034363681397826
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,BankMarketing,XGBClassifier,closest,0.1040566395853559
Original,original,,Agglo,0,100,BankMarketing,XGBClassifier,closest,0.093980905116454
Decoded,decoded,GNN,Agglo,4,100,BankMarketing,XGBClassifier,closest,0.1331311361146568
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,BankMarketing,XGBClassifier,closest,0.1135644062139036
Encoded,encoded,GNN,Agglo,2,100,BankMarketing,XGBClassifier,closest,0.1118702650312164
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,BankMarketing,XGBClassifier,closest,0.070953676577985
Original,original,,Agglo,1,100,BankMarketing,XGBClassifier,closest,0.093980905116454
Decoded,decoded,MLP,KIP,2,100,BankMarketing,XGBClassifier,centroid,0.21671560143075824
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,BankMarketing,XGBClassifier,centroid,0.1992265224210248
Encoded,encoded,MLP,KIP,4,100,BankMarketing,XGBClassifier,centroid,0.2630261071211376
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,BankMarketing,XGBClassifier,centroid,0.17782499857006767
Original,original,,KIP,3,100,BankMarketing,XGBClassifier,centroid,0.22301779161137275
Decoded,decoded,GNN,KIP,2,100,BankMarketing,XGBClassifier,centroid,0.2003661627839886
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,BankMarketing,XGBClassifier,centroid,0.16696111798299068
Encoded,encoded,GNN,KIP,3,100,BankMarketing,XGBClassifier,centroid,0.20588841722331805
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,BankMarketing,XGBClassifier,centroid,0.09967885661490412
Original,original,,KIP,4,100,BankMarketing,XGBClassifier,centroid,0.22301779161137275
Decoded,decoded,MLP,KMeans,2,100,BankMarketing,XGBClassifier,centroid,0.14160359424267344
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,BankMarketing,XGBClassifier,centroid,0.06568797138483394
Encoded,encoded,MLP,KMeans,3,100,BankMarketing,XGBClassifier,centroid,0.17888984440209366
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,BankMarketing,XGBClassifier,centroid,0.09974684254061594
Original,original,,KMeans,4,100,BankMarketing,XGBClassifier,centroid,0.4055494137653226
Decoded,decoded,GNN,KMeans,1,100,BankMarketing,XGBClassifier,centroid,0.07781141890707112
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,BankMarketing,XGBClassifier,centroid,0.08488140448509354
Encoded,encoded,GNN,KMeans,3,100,BankMarketing,XGBClassifier,centroid,0.1186002709174057
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,BankMarketing,XGBClassifier,centroid,0.07535140976301413
Original,original,,KMeans,4,100,BankMarketing,XGBClassifier,centroid,0.4055494137653226
Decoded,decoded,MLP,KMeans,2,100,BankMarketing,XGBClassifier,closest,0.09445119950978034
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,BankMarketing,XGBClassifier,closest,0.0717555150015225
Encoded,encoded,MLP,KMeans,4,100,BankMarketing,XGBClassifier,closest,0.19175132470551218
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,BankMarketing,XGBClassifier,closest,0.10041944262304514
Original,original,,KMeans,1,100,BankMarketing,XGBClassifier,closest,0.07303295452540073
Decoded,decoded,GNN,KMeans,3,100,BankMarketing,XGBClassifier,closest,0.10500994444353355
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,BankMarketing,XGBClassifier,closest,0.09596328559758457
Encoded,encoded,GNN,KMeans,4,100,BankMarketing,XGBClassifier,closest,0.13222549149306073
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,BankMarketing,XGBClassifier,closest,0.0802405390112428
Original,original,,KMeans,0,100,BankMarketing,XGBClassifier,closest,0.07303295452540073
Decoded,decoded,MLP,Agglo,4,100,Credit,GaussianNB,centroid,0.0564635958395244
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Credit,GaussianNB,centroid,0.052748885586924
Encoded,encoded,MLP,Agglo,1,100,Credit,GaussianNB,centroid,-0.0081723625557208
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Credit,GaussianNB,centroid,-0.074294205052006
Original,original,,Agglo,3,100,Credit,GaussianNB,centroid,0.0549777117384843
Decoded,decoded,GNN,Agglo,2,100,Credit,GaussianNB,centroid,0.0430906389301634
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Credit,GaussianNB,centroid,0.0542347696879642
Encoded,encoded,GNN,Agglo,0,100,Credit,GaussianNB,centroid,-0.0133729569093612
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Credit,GaussianNB,centroid,-0.0022288261515602
Original,original,,Agglo,4,100,Credit,GaussianNB,centroid,0.0549777117384843
Decoded,decoded,MLP,Agglo,3,100,Credit,GaussianNB,closest,0.0564635958395244
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Credit,GaussianNB,closest,0.052748885586924
Encoded,encoded,MLP,Agglo,1,100,Credit,GaussianNB,closest,-0.0386329866270433
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Credit,GaussianNB,closest,-0.0683506686478455
Original,original,,Agglo,4,100,Credit,GaussianNB,closest,0.0572065378900443
Decoded,decoded,GNN,Agglo,2,100,Credit,GaussianNB,closest,0.0520059435364039
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Credit,GaussianNB,closest,0.0542347696879642
Encoded,encoded,GNN,Agglo,0,100,Credit,GaussianNB,closest,-0.0074294205052005
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Credit,GaussianNB,closest,0.0037147102526001
Original,original,,Agglo,4,100,Credit,GaussianNB,closest,0.0572065378900443
Decoded,decoded,MLP,KIP,4,100,Credit,GaussianNB,centroid,0.05616641901931631
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Credit,GaussianNB,centroid,0.03566121842496274
Encoded,encoded,MLP,KIP,1,100,Credit,GaussianNB,centroid,-0.028231797919762335
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Credit,GaussianNB,centroid,-0.050668647845468096
Original,original,,KIP,2,100,Credit,GaussianNB,centroid,-9.853229343548264e-17
Decoded,decoded,GNN,KIP,3,100,Credit,GaussianNB,centroid,0.03803863298662684
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Credit,GaussianNB,centroid,0.06077265973254069
Encoded,encoded,GNN,KIP,1,100,Credit,GaussianNB,centroid,-0.023179791976225977
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Credit,GaussianNB,centroid,-0.06433878157503728
Original,original,,KIP,2,100,Credit,GaussianNB,centroid,-9.853229343548264e-17
Decoded,decoded,MLP,KMeans,2,100,Credit,GaussianNB,centroid,0.026300148588409917
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Credit,GaussianNB,centroid,0.052748885586924
Encoded,encoded,MLP,KMeans,1,100,Credit,GaussianNB,centroid,0.01099554234769676
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,GaussianNB,centroid,-0.046210995542347824
Original,original,,KMeans,3,100,Credit,GaussianNB,centroid,0.048588410104011756
Decoded,decoded,GNN,KMeans,2,100,Credit,GaussianNB,centroid,0.04621099554234748
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Credit,GaussianNB,centroid,0.054086181277860176
Encoded,encoded,GNN,KMeans,0,100,Credit,GaussianNB,centroid,0.00594353640416034
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Credit,GaussianNB,centroid,0.00965824665676066
Original,original,,KMeans,3,100,Credit,GaussianNB,centroid,0.048588410104011756
Decoded,decoded,MLP,KMeans,4,100,Credit,GaussianNB,closest,0.05586924219910826
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Credit,GaussianNB,closest,0.05542347696879622
Encoded,encoded,MLP,KMeans,1,100,Credit,GaussianNB,closest,-0.01530460624071336
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,GaussianNB,closest,-0.03744427934621108
Original,original,,KMeans,2,100,Credit,GaussianNB,closest,0.0539375928677561
Decoded,decoded,GNN,KMeans,4,100,Credit,GaussianNB,closest,0.05676077265973234
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Credit,GaussianNB,closest,0.043833580980683365
Encoded,encoded,GNN,KMeans,0,100,Credit,GaussianNB,closest,-0.0019316493313522598
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Credit,GaussianNB,closest,0.0057949479940563
Original,original,,KMeans,3,100,Credit,GaussianNB,closest,0.0539375928677561
Decoded,decoded,MLP,Agglo,4,100,Credit,KNeighborsClassifier,centroid,0.2195273631840796
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Credit,KNeighborsClassifier,centroid,0.1784825870646766
Encoded,encoded,MLP,Agglo,2,100,Credit,KNeighborsClassifier,centroid,0.1896766169154229
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Credit,KNeighborsClassifier,centroid,0.1865671641791045
Original,original,,Agglo,3,100,Credit,KNeighborsClassifier,centroid,0.2002487562189056
Decoded,decoded,GNN,Agglo,4,100,Credit,KNeighborsClassifier,centroid,0.240049751243781
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Credit,KNeighborsClassifier,centroid,0.1741293532338309
Encoded,encoded,GNN,Agglo,2,100,Credit,KNeighborsClassifier,centroid,0.1778606965174129
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Credit,KNeighborsClassifier,centroid,0.1312189054726369
Original,original,,Agglo,3,100,Credit,KNeighborsClassifier,centroid,0.2002487562189056
Decoded,decoded,MLP,Agglo,3,100,Credit,KNeighborsClassifier,closest,0.2014925373134328
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Credit,KNeighborsClassifier,closest,0.199004975124378
Encoded,encoded,MLP,Agglo,0,100,Credit,KNeighborsClassifier,closest,0.1635572139303482
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Credit,KNeighborsClassifier,closest,0.1853233830845772
Original,original,,Agglo,4,100,Credit,KNeighborsClassifier,closest,0.220771144278607
Decoded,decoded,GNN,Agglo,3,100,Credit,KNeighborsClassifier,closest,0.2014925373134328
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Credit,KNeighborsClassifier,closest,0.1946517412935323
Encoded,encoded,GNN,Agglo,0,100,Credit,KNeighborsClassifier,closest,0.1654228855721393
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Credit,KNeighborsClassifier,closest,0.1784825870646766
Original,original,,Agglo,4,100,Credit,KNeighborsClassifier,closest,0.220771144278607
Decoded,decoded,MLP,KIP,1,100,Credit,KNeighborsClassifier,centroid,0.1779850746268657
Decoded-FT,decoded,MLP-MultiHead,KIP,0,100,Credit,KNeighborsClassifier,centroid,0.16592039800995026
Encoded,encoded,MLP,KIP,3,100,Credit,KNeighborsClassifier,centroid,0.18196517412935317
Encoded-FT,encoded,MLP-MultiHead,KIP,4,100,Credit,KNeighborsClassifier,centroid,0.18582089552238806
Original,original,,KIP,2,100,Credit,KNeighborsClassifier,centroid,0.17972636815920393
Decoded,decoded,GNN,KIP,2,100,Credit,KNeighborsClassifier,centroid,0.17537313432835816
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Credit,KNeighborsClassifier,centroid,0.17810945273631842
Encoded,encoded,GNN,KIP,1,100,Credit,KNeighborsClassifier,centroid,0.1638059701492538
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Credit,KNeighborsClassifier,centroid,0.1573383084577114
Original,original,,KIP,4,100,Credit,KNeighborsClassifier,centroid,0.17972636815920393
Decoded,decoded,MLP,KMeans,4,100,Credit,KNeighborsClassifier,centroid,0.2313432835820895
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Credit,KNeighborsClassifier,centroid,0.2067164179104477
Encoded,encoded,MLP,KMeans,1,100,Credit,KNeighborsClassifier,centroid,0.1672885572139303
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,KNeighborsClassifier,centroid,0.146641791044776
Original,original,,KMeans,3,100,Credit,KNeighborsClassifier,centroid,0.21318407960199007
Decoded,decoded,GNN,KMeans,3,100,Credit,KNeighborsClassifier,centroid,0.21281094527363184
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Credit,KNeighborsClassifier,centroid,0.20858208955223873
Encoded,encoded,GNN,KMeans,1,100,Credit,KNeighborsClassifier,centroid,0.1722636815920398
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Credit,KNeighborsClassifier,centroid,0.168407960199005
Original,original,,KMeans,4,100,Credit,KNeighborsClassifier,centroid,0.21318407960199007
Decoded,decoded,MLP,KMeans,4,100,Credit,KNeighborsClassifier,closest,0.22649253731343283
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Credit,KNeighborsClassifier,closest,0.2055970149253732
Encoded,encoded,MLP,KMeans,1,100,Credit,KNeighborsClassifier,closest,0.18644278606965167
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,KNeighborsClassifier,closest,0.17500000000000002
Original,original,,KMeans,3,100,Credit,KNeighborsClassifier,closest,0.21480099502487557
Decoded,decoded,GNN,KMeans,3,100,Credit,KNeighborsClassifier,closest,0.2133084577114428
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Credit,KNeighborsClassifier,closest,0.19738805970149254
Encoded,encoded,GNN,KMeans,0,100,Credit,KNeighborsClassifier,closest,0.1629353233830845
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Credit,KNeighborsClassifier,closest,0.17885572139303477
Original,original,,KMeans,4,100,Credit,KNeighborsClassifier,closest,0.21480099502487557
Decoded,decoded,MLP,Agglo,1,100,Credit,LogisticRegression,centroid,0.2015418502202643
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Credit,LogisticRegression,centroid,0.2164096916299561
Encoded,encoded,MLP,Agglo,4,100,Credit,LogisticRegression,centroid,0.2268722466960352
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,Credit,LogisticRegression,centroid,0.2059471365638768
Original,original,,Agglo,0,100,Credit,LogisticRegression,centroid,0.1993392070484581
Decoded,decoded,GNN,Agglo,3,100,Credit,LogisticRegression,centroid,0.2411894273127752
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Credit,LogisticRegression,centroid,0.2411894273127754
Encoded,encoded,GNN,Agglo,2,100,Credit,LogisticRegression,centroid,0.2373348017621147
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Credit,LogisticRegression,centroid,0.1938325991189428
Original,original,,Agglo,1,100,Credit,LogisticRegression,centroid,0.1993392070484581
Decoded,decoded,MLP,Agglo,1,100,Credit,LogisticRegression,closest,0.2131057268722467
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Credit,LogisticRegression,closest,0.2230176211453745
Encoded,encoded,MLP,Agglo,4,100,Credit,LogisticRegression,closest,0.2301762114537446
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,Credit,LogisticRegression,closest,0.2147577092511014
Original,original,,Agglo,0,100,Credit,LogisticRegression,closest,0.1993392070484581
Decoded,decoded,GNN,Agglo,3,100,Credit,LogisticRegression,closest,0.2164096916299561
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Credit,LogisticRegression,closest,0.211453744493392
Encoded,encoded,GNN,Agglo,4,100,Credit,LogisticRegression,closest,0.2329295154185022
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Credit,LogisticRegression,closest,0.2015418502202643
Original,original,,Agglo,0,100,Credit,LogisticRegression,closest,0.1993392070484581
Decoded,decoded,MLP,KIP,2,100,Credit,LogisticRegression,centroid,0.23491189427312772
Decoded-FT,decoded,MLP-MultiHead,KIP,0,100,Credit,LogisticRegression,centroid,0.22852422907488984
Encoded,encoded,MLP,KIP,4,100,Credit,LogisticRegression,centroid,0.251431718061674
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,Credit,LogisticRegression,centroid,0.22962555066079293
Original,original,,KIP,3,100,Credit,LogisticRegression,centroid,0.23997797356828196
Decoded,decoded,GNN,KIP,1,100,Credit,LogisticRegression,centroid,0.23325991189427314
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Credit,LogisticRegression,centroid,0.2559471365638767
Encoded,encoded,GNN,KIP,3,100,Credit,LogisticRegression,centroid,0.24658590308370046
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Credit,LogisticRegression,centroid,0.22984581497797357
Original,original,,KIP,2,100,Credit,LogisticRegression,centroid,0.23997797356828196
Decoded,decoded,MLP,KMeans,0,100,Credit,LogisticRegression,centroid,0.2052863436123348
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Credit,LogisticRegression,centroid,0.21618942731277535
Encoded,encoded,MLP,KMeans,4,100,Credit,LogisticRegression,centroid,0.23259911894273128
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,Credit,LogisticRegression,centroid,0.21674008810572687
Original,original,,KMeans,3,100,Credit,LogisticRegression,centroid,0.22940528634361237
Decoded,decoded,GNN,KMeans,2,100,Credit,LogisticRegression,centroid,0.22874449339207045
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Credit,LogisticRegression,centroid,0.225
Encoded,encoded,GNN,KMeans,4,100,Credit,LogisticRegression,centroid,0.2319383259911894
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Credit,LogisticRegression,centroid,0.20231277533039652
Original,original,,KMeans,3,100,Credit,LogisticRegression,centroid,0.22940528634361237
Decoded,decoded,MLP,KMeans,0,100,Credit,LogisticRegression,closest,0.20715859030837006
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Credit,LogisticRegression,closest,0.20881057268722475
Encoded,encoded,MLP,KMeans,4,100,Credit,LogisticRegression,closest,0.22995594713656392
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,Credit,LogisticRegression,closest,0.2159691629955947
Original,original,,KMeans,3,100,Credit,LogisticRegression,closest,0.22411894273127758
Decoded,decoded,GNN,KMeans,2,100,Credit,LogisticRegression,closest,0.22466960352422904
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Credit,LogisticRegression,closest,0.22720264317180616
Encoded,encoded,GNN,KMeans,4,100,Credit,LogisticRegression,closest,0.229625550660793
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Credit,LogisticRegression,closest,0.21718061674008818
Original,original,,KMeans,1,100,Credit,LogisticRegression,closest,0.22411894273127758
Decoded,decoded,MLP,Agglo,3,100,Credit,MLPClassifier,centroid,0.2490666666666666
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Credit,MLPClassifier,centroid,0.2863999999999999
Encoded,encoded,MLP,Agglo,2,100,Credit,MLPClassifier,centroid,0.2474666666666665
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Credit,MLPClassifier,centroid,0.2362666666666665
Original,original,,Agglo,0,100,Credit,MLPClassifier,centroid,0.2357333333333332
Decoded,decoded,GNN,Agglo,3,100,Credit,MLPClassifier,centroid,0.2767999999999999
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Credit,MLPClassifier,centroid,0.3023999999999998
Encoded,encoded,GNN,Agglo,1,100,Credit,MLPClassifier,centroid,0.2543999999999998
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,Credit,MLPClassifier,centroid,0.2639999999999999
Original,original,,Agglo,0,100,Credit,MLPClassifier,centroid,0.2357333333333332
Decoded,decoded,MLP,Agglo,0,100,Credit,MLPClassifier,closest,0.2549333333333332
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Credit,MLPClassifier,closest,0.2847999999999999
Encoded,encoded,MLP,Agglo,1,100,Credit,MLPClassifier,closest,0.2634666666666666
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,Credit,MLPClassifier,closest,0.2639999999999999
Original,original,,Agglo,3,100,Credit,MLPClassifier,closest,0.2810666666666667
Decoded,decoded,GNN,Agglo,4,100,Credit,MLPClassifier,closest,0.3151999999999999
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Credit,MLPClassifier,closest,0.2682666666666666
Encoded,encoded,GNN,Agglo,0,100,Credit,MLPClassifier,closest,0.2586666666666666
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,Credit,MLPClassifier,closest,0.2714666666666667
Original,original,,Agglo,3,100,Credit,MLPClassifier,closest,0.2810666666666667
Decoded,decoded,MLP,KIP,4,100,Credit,MLPClassifier,centroid,0.27711999999999987
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Credit,MLPClassifier,centroid,0.2703999999999999
Encoded,encoded,MLP,KIP,2,100,Credit,MLPClassifier,centroid,0.2638933333333332
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Credit,MLPClassifier,centroid,0.2513066666666666
Original,original,,KIP,1,100,Credit,MLPClassifier,centroid,0.25333333333333324
Decoded,decoded,GNN,KIP,4,100,Credit,MLPClassifier,centroid,0.2756266666666665
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Credit,MLPClassifier,centroid,0.2753066666666666
Encoded,encoded,GNN,KIP,2,100,Credit,MLPClassifier,centroid,0.2692266666666666
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Credit,MLPClassifier,centroid,0.2486399999999999
Original,original,,KIP,1,100,Credit,MLPClassifier,centroid,0.25333333333333324
Decoded,decoded,MLP,KMeans,1,100,Credit,MLPClassifier,centroid,0.2644266666666666
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Credit,MLPClassifier,centroid,0.2766933333333333
Encoded,encoded,MLP,KMeans,2,100,Credit,MLPClassifier,centroid,0.2650666666666665
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,MLPClassifier,centroid,0.2419199999999999
Original,original,,KMeans,4,100,Credit,MLPClassifier,centroid,0.29632
Decoded,decoded,GNN,KMeans,1,100,Credit,MLPClassifier,centroid,0.27551999999999993
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Credit,MLPClassifier,centroid,0.30101333333333324
Encoded,encoded,GNN,KMeans,0,100,Credit,MLPClassifier,centroid,0.2630399999999999
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,Credit,MLPClassifier,centroid,0.2861866666666665
Original,original,,KMeans,3,100,Credit,MLPClassifier,centroid,0.29632
Decoded,decoded,MLP,KMeans,1,100,Credit,MLPClassifier,closest,0.2628266666666666
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Credit,MLPClassifier,closest,0.2696533333333333
Encoded,encoded,MLP,KMeans,4,100,Credit,MLPClassifier,closest,0.2782933333333333
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,MLPClassifier,closest,0.25162666666666655
Original,original,,KMeans,2,100,Credit,MLPClassifier,closest,0.2695466666666666
Decoded,decoded,GNN,KMeans,2,100,Credit,MLPClassifier,closest,0.27423999999999993
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Credit,MLPClassifier,closest,0.2973866666666665
Encoded,encoded,GNN,KMeans,0,100,Credit,MLPClassifier,closest,0.24842666666666652
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,100,Credit,MLPClassifier,closest,0.29791999999999996
Original,original,,KMeans,1,100,Credit,MLPClassifier,closest,0.2695466666666666
Decoded,decoded,MLP,Agglo,1,100,Credit,XGBClassifier,centroid,0.2701846965699209
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Credit,XGBClassifier,centroid,0.2522427440633243
Encoded,encoded,MLP,Agglo,3,100,Credit,XGBClassifier,centroid,0.283905013192612
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,100,Credit,XGBClassifier,centroid,0.3018469656992084
Original,original,,Agglo,2,100,Credit,XGBClassifier,centroid,0.2749340369393139
Decoded,decoded,GNN,Agglo,2,100,Credit,XGBClassifier,centroid,0.3150395778364114
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Credit,XGBClassifier,centroid,0.3176781002638522
Encoded,encoded,GNN,Agglo,1,100,Credit,XGBClassifier,centroid,0.2870712401055408
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,Credit,XGBClassifier,centroid,0.3277044854881266
Original,original,,Agglo,0,100,Credit,XGBClassifier,centroid,0.2749340369393139
Decoded,decoded,MLP,Agglo,0,100,Credit,XGBClassifier,closest,0.2770448548812664
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Credit,XGBClassifier,closest,0.2844327176781001
Encoded,encoded,MLP,Agglo,3,100,Credit,XGBClassifier,closest,0.3044854881266489
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,100,Credit,XGBClassifier,closest,0.3102902374670185
Original,original,,Agglo,2,100,Credit,XGBClassifier,closest,0.2986807387862796
Decoded,decoded,GNN,Agglo,1,100,Credit,XGBClassifier,closest,0.2934036939313982
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Credit,XGBClassifier,closest,0.3340369393139841
Encoded,encoded,GNN,Agglo,3,100,Credit,XGBClassifier,closest,0.2992084432717678
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Credit,XGBClassifier,closest,0.2738786279683376
Original,original,,Agglo,2,100,Credit,XGBClassifier,closest,0.2986807387862796
Decoded,decoded,MLP,KIP,1,100,Credit,XGBClassifier,centroid,0.2826385224274405
Decoded-FT,decoded,MLP-MultiHead,KIP,0,100,Credit,XGBClassifier,centroid,0.2735620052770448
Encoded,encoded,MLP,KIP,3,100,Credit,XGBClassifier,centroid,0.29192612137203156
Encoded-FT,encoded,MLP-MultiHead,KIP,2,100,Credit,XGBClassifier,centroid,0.29055408970976243
Original,original,,KIP,4,100,Credit,XGBClassifier,centroid,0.3005804749340369
Decoded,decoded,GNN,KIP,0,100,Credit,XGBClassifier,centroid,0.2803166226912928
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Credit,XGBClassifier,centroid,0.2928759894459102
Encoded,encoded,GNN,KIP,2,100,Credit,XGBClassifier,centroid,0.28886543535620046
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Credit,XGBClassifier,centroid,0.2831662269129287
Original,original,,KIP,4,100,Credit,XGBClassifier,centroid,0.3005804749340369
Decoded,decoded,MLP,KMeans,1,100,Credit,XGBClassifier,centroid,0.28211081794195236
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Credit,XGBClassifier,centroid,0.284221635883905
Encoded,encoded,MLP,KMeans,3,100,Credit,XGBClassifier,centroid,0.31050131926121355
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Credit,XGBClassifier,centroid,0.2765171503957783
Original,original,,KMeans,4,100,Credit,XGBClassifier,centroid,0.3327704485488126
Decoded,decoded,GNN,KMeans,0,100,Credit,XGBClassifier,centroid,0.2743007915567282
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Credit,XGBClassifier,centroid,0.3021635883905012
Encoded,encoded,GNN,KMeans,1,100,Credit,XGBClassifier,centroid,0.29340369393139837
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,Credit,XGBClassifier,centroid,0.2969920844327177
Original,original,,KMeans,4,100,Credit,XGBClassifier,centroid,0.3327704485488126
Decoded,decoded,MLP,KMeans,1,100,Credit,XGBClassifier,closest,0.28263852242744064
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,Credit,XGBClassifier,closest,0.27377308707124004
Encoded,encoded,MLP,KMeans,4,100,Credit,XGBClassifier,closest,0.32833773087071233
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Credit,XGBClassifier,closest,0.30163588390501317
Original,original,,KMeans,2,100,Credit,XGBClassifier,closest,0.2927704485488126
Decoded,decoded,GNN,KMeans,0,100,Credit,XGBClassifier,closest,0.2792612137203166
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Credit,XGBClassifier,closest,0.3108179419525065
Encoded,encoded,GNN,KMeans,2,100,Credit,XGBClassifier,closest,0.29720316622691284
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,Credit,XGBClassifier,closest,0.3021635883905013
Original,original,,KMeans,1,100,Credit,XGBClassifier,closest,0.2927704485488126
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,GaussianNB,centroid,0.1022403018014405
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,CreditDefault,GaussianNB,centroid,0.0870962160884811
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,GaussianNB,centroid,-0.1139494550104019
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,GaussianNB,centroid,-0.1551441701093356
Original,original,,Agglo,2,100,CreditDefault,GaussianNB,centroid,0.0730332479523329
Decoded,decoded,GNN,Agglo,2,100,CreditDefault,GaussianNB,centroid,0.0231684931449043
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,CreditDefault,GaussianNB,centroid,0.1165227005152398
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,GaussianNB,centroid,-0.1492246082953198
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,GaussianNB,centroid,-0.1693573637947986
Original,original,,Agglo,3,100,CreditDefault,GaussianNB,centroid,0.0730332479523329
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,GaussianNB,closest,0.0929870831346502
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,CreditDefault,GaussianNB,closest,0.0921414314469336
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,GaussianNB,closest,-0.1156019360528659
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,GaussianNB,closest,-0.1525937116260228
Original,original,,Agglo,2,100,CreditDefault,GaussianNB,closest,0.081218008498715
Decoded,decoded,GNN,Agglo,4,100,CreditDefault,GaussianNB,closest,0.1290893209045604
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,CreditDefault,GaussianNB,closest,0.1064423973634571
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,GaussianNB,closest,-0.1458597247834179
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,GaussianNB,closest,-0.16514598463142
Original,original,,Agglo,2,100,CreditDefault,GaussianNB,closest,0.081218008498715
Decoded,decoded,MLP,KIP,3,100,CreditDefault,GaussianNB,centroid,0.04463302345797272
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,CreditDefault,GaussianNB,centroid,0.11108706752132055
Encoded,encoded,MLP,KIP,1,100,CreditDefault,GaussianNB,centroid,-0.0988528000607654
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,CreditDefault,GaussianNB,centroid,-0.16688370601366379
Original,original,,KIP,2,100,CreditDefault,GaussianNB,centroid,0.030489034800845593
Decoded,decoded,GNN,KIP,4,100,CreditDefault,GaussianNB,centroid,0.07467813332095516
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,CreditDefault,GaussianNB,centroid,0.0300262050747541
Encoded,encoded,GNN,KIP,1,100,CreditDefault,GaussianNB,centroid,-0.11432552526194528
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,CreditDefault,GaussianNB,centroid,-0.17660313026158656
Original,original,,KIP,3,100,CreditDefault,GaussianNB,centroid,0.030489034800845593
Decoded,decoded,MLP,KMeans,3,100,CreditDefault,GaussianNB,centroid,0.05296902231018197
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,CreditDefault,GaussianNB,centroid,0.08676960211328517
Encoded,encoded,MLP,KMeans,1,100,CreditDefault,GaussianNB,centroid,-0.10186389396439319
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,GaussianNB,centroid,-0.1553004721977238
Original,original,,KMeans,2,100,CreditDefault,GaussianNB,centroid,0.03616215919688398
Decoded,decoded,GNN,KMeans,4,100,CreditDefault,GaussianNB,centroid,0.12477109592914078
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,CreditDefault,GaussianNB,centroid,0.10413871388362579
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,GaussianNB,centroid,-0.14689526831717847
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,GaussianNB,centroid,-0.17087177236609455
Original,original,,KMeans,2,100,CreditDefault,GaussianNB,centroid,0.03616215919688398
Decoded,decoded,MLP,KMeans,2,100,CreditDefault,GaussianNB,closest,0.0585228102305287
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,CreditDefault,GaussianNB,closest,0.08391109685750088
Encoded,encoded,MLP,KMeans,1,100,CreditDefault,GaussianNB,closest,-0.09427733493123805
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,GaussianNB,closest,-0.1540990053887086
Original,original,,KMeans,4,100,CreditDefault,GaussianNB,closest,0.10023065529566152
Decoded,decoded,GNN,KMeans,3,100,CreditDefault,GaussianNB,closest,0.07142347147613477
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,CreditDefault,GaussianNB,closest,0.01275803137013288
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,GaussianNB,closest,-0.14015098511669907
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,GaussianNB,closest,-0.16515189237774128
Original,original,,KMeans,4,100,CreditDefault,GaussianNB,closest,0.10023065529566152
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,KNeighborsClassifier,centroid,0.0257904533282967
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,CreditDefault,KNeighborsClassifier,centroid,0.0023342705956539
Encoded,encoded,MLP,Agglo,3,100,CreditDefault,KNeighborsClassifier,centroid,0.0159552916733939
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,KNeighborsClassifier,centroid,-0.024211679121187
Original,original,,Agglo,1,100,CreditDefault,KNeighborsClassifier,centroid,-0.006037878395545
Decoded,decoded,GNN,Agglo,3,100,CreditDefault,KNeighborsClassifier,centroid,0.0281262471021533
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,CreditDefault,KNeighborsClassifier,centroid,0.059947724524083
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,KNeighborsClassifier,centroid,-0.012065094543671
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,KNeighborsClassifier,centroid,-0.025705155348945
Original,original,,Agglo,2,100,CreditDefault,KNeighborsClassifier,centroid,-0.006037878395545
Decoded,decoded,MLP,Agglo,2,100,CreditDefault,KNeighborsClassifier,closest,0.009132976503453
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,CreditDefault,KNeighborsClassifier,closest,0.0205255878706271
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,KNeighborsClassifier,closest,0.0023289394719445
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,KNeighborsClassifier,closest,-0.0180938338699997
Original,original,,Agglo,4,100,CreditDefault,KNeighborsClassifier,closest,0.0265992609539359
Decoded,decoded,GNN,Agglo,2,100,CreditDefault,KNeighborsClassifier,closest,0.0061208916075926
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,CreditDefault,KNeighborsClassifier,closest,0.0569165999006888
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,KNeighborsClassifier,closest,-0.0067377787796904
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,KNeighborsClassifier,closest,-0.0219010177876751
Original,original,,Agglo,3,100,CreditDefault,KNeighborsClassifier,closest,0.0265992609539359
Decoded,decoded,MLP,KIP,3,100,CreditDefault,KNeighborsClassifier,centroid,0.11797472133454771
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,CreditDefault,KNeighborsClassifier,centroid,0.10251994601856444
Encoded,encoded,MLP,KIP,2,100,CreditDefault,KNeighborsClassifier,centroid,0.10661927551551957
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,CreditDefault,KNeighborsClassifier,centroid,0.028227690770453822
Original,original,,KIP,4,100,CreditDefault,KNeighborsClassifier,centroid,0.17900055139050927
Decoded,decoded,GNN,KIP,3,100,CreditDefault,KNeighborsClassifier,centroid,0.10875553294482128
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,CreditDefault,KNeighborsClassifier,centroid,0.10012535756608303
Encoded,encoded,GNN,KIP,1,100,CreditDefault,KNeighborsClassifier,centroid,0.07629310213519114
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,CreditDefault,KNeighborsClassifier,centroid,0.02424823539805206
Original,original,,KIP,4,100,CreditDefault,KNeighborsClassifier,centroid,0.17900055139050927
Decoded,decoded,MLP,KMeans,4,100,CreditDefault,KNeighborsClassifier,centroid,0.02431921550229838
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,CreditDefault,KNeighborsClassifier,centroid,0.017350522907076883
Encoded,encoded,MLP,KMeans,2,100,CreditDefault,KNeighborsClassifier,centroid,0.00642141466698744
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,KNeighborsClassifier,centroid,-0.025104109230155304
Original,original,,KMeans,1,100,CreditDefault,KNeighborsClassifier,centroid,-0.00752739435997576
Decoded,decoded,GNN,KMeans,4,100,CreditDefault,KNeighborsClassifier,centroid,0.0256818507224433
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,CreditDefault,KNeighborsClassifier,centroid,0.02006543573558838
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,KNeighborsClassifier,centroid,-0.025115990020136442
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,KNeighborsClassifier,centroid,-0.028169809998751023
Original,original,,KMeans,2,100,CreditDefault,KNeighborsClassifier,centroid,-0.00752739435997576
Decoded,decoded,MLP,KMeans,4,100,CreditDefault,KNeighborsClassifier,closest,0.028255869567204016
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,CreditDefault,KNeighborsClassifier,closest,0.01641940407175984
Encoded,encoded,MLP,KMeans,2,100,CreditDefault,KNeighborsClassifier,closest,0.027221174614102717
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,KNeighborsClassifier,closest,-0.02143248817252128
Original,original,,KMeans,3,100,CreditDefault,KNeighborsClassifier,closest,0.027944836578210563
Decoded,decoded,GNN,KMeans,2,100,CreditDefault,KNeighborsClassifier,closest,0.024144506962447482
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,CreditDefault,KNeighborsClassifier,closest,0.03036638528487986
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,KNeighborsClassifier,closest,-0.00402042886605474
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,KNeighborsClassifier,closest,-0.01995683312973524
Original,original,,KMeans,3,100,CreditDefault,KNeighborsClassifier,closest,0.027944836578210563
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,LogisticRegression,centroid,0.0668651128835689
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,CreditDefault,LogisticRegression,centroid,0.0135583965827231
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,LogisticRegression,centroid,-0.01494455371472
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,LogisticRegression,centroid,-0.0374963800031373
Original,original,,Agglo,2,100,CreditDefault,LogisticRegression,centroid,-0.0036893801358705
Decoded,decoded,GNN,Agglo,4,100,CreditDefault,LogisticRegression,centroid,0.0346003825130019
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,CreditDefault,LogisticRegression,centroid,0.0338861872986377
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,LogisticRegression,centroid,-0.0276990093275251
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,LogisticRegression,centroid,-0.0479528917741603
Original,original,,Agglo,2,100,CreditDefault,LogisticRegression,centroid,-0.0036893801358705
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,LogisticRegression,closest,0.0480780833323277
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,CreditDefault,LogisticRegression,closest,0.0060408697645796
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,LogisticRegression,closest,-0.0104534951069708
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,LogisticRegression,closest,-0.0314962352032627
Original,original,,Agglo,3,100,CreditDefault,LogisticRegression,closest,0.0383093709652118
Decoded,decoded,GNN,Agglo,3,100,CreditDefault,LogisticRegression,closest,0.0592993194405898
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,CreditDefault,LogisticRegression,closest,0.0788427775029261
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,LogisticRegression,closest,0.0045619502129765
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,LogisticRegression,closest,-0.0396917572671435
Original,original,,Agglo,2,100,CreditDefault,LogisticRegression,closest,0.0383093709652118
Decoded,decoded,MLP,KIP,4,100,CreditDefault,LogisticRegression,centroid,0.044004531029406505
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,CreditDefault,LogisticRegression,centroid,0.02388775596394496
Encoded,encoded,MLP,KIP,1,100,CreditDefault,LogisticRegression,centroid,-0.00178465845329586
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,CreditDefault,LogisticRegression,centroid,-0.03482135315482708
Original,original,,KIP,3,100,CreditDefault,LogisticRegression,centroid,0.04218020344382376
Decoded,decoded,GNN,KIP,4,100,CreditDefault,LogisticRegression,centroid,0.06005997128135826
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,CreditDefault,LogisticRegression,centroid,0.043407231547066064
Encoded,encoded,GNN,KIP,1,100,CreditDefault,LogisticRegression,centroid,0.014443485815645701
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,CreditDefault,LogisticRegression,centroid,-0.03042682779674912
Original,original,,KIP,2,100,CreditDefault,LogisticRegression,centroid,0.04218020344382376
Decoded,decoded,MLP,KMeans,4,100,CreditDefault,LogisticRegression,centroid,0.04268247800851909
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,CreditDefault,LogisticRegression,centroid,0.02918939220252682
Encoded,encoded,MLP,KMeans,2,100,CreditDefault,LogisticRegression,centroid,-0.012545551627188423
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,LogisticRegression,centroid,-0.04469972126024142
Original,original,,KMeans,1,100,CreditDefault,LogisticRegression,centroid,-0.013155521098548159
Decoded,decoded,GNN,KMeans,3,100,CreditDefault,LogisticRegression,centroid,0.03743981755215814
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,CreditDefault,LogisticRegression,centroid,0.06042061346880172
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,LogisticRegression,centroid,-0.02949663943624566
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,LogisticRegression,centroid,-0.04826737900160472
Original,original,,KMeans,2,100,CreditDefault,LogisticRegression,centroid,-0.013155521098548159
Decoded,decoded,MLP,KMeans,3,100,CreditDefault,LogisticRegression,closest,0.0210548067525009
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,CreditDefault,LogisticRegression,closest,0.02150745719353716
Encoded,encoded,MLP,KMeans,1,100,CreditDefault,LogisticRegression,closest,-0.00054978702351782
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,LogisticRegression,closest,-0.0347929965127362
Original,original,,KMeans,2,100,CreditDefault,LogisticRegression,closest,0.01926698080195004
Decoded,decoded,GNN,KMeans,3,100,CreditDefault,LogisticRegression,closest,0.025568037841033897
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,CreditDefault,LogisticRegression,closest,0.0428358753755748
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,LogisticRegression,closest,-0.0171930242660455
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,LogisticRegression,closest,-0.04000549032857485
Original,original,,KMeans,2,100,CreditDefault,LogisticRegression,closest,0.01926698080195004
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,MLPClassifier,centroid,0.1251170026752647
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,CreditDefault,MLPClassifier,centroid,0.071793055735041
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,MLPClassifier,centroid,0.0369810560977404
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,MLPClassifier,centroid,0.0227458198540777
Original,original,,Agglo,3,100,CreditDefault,MLPClassifier,centroid,0.0895624688974581
Decoded,decoded,GNN,Agglo,3,100,CreditDefault,MLPClassifier,centroid,0.1037841396135538
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,CreditDefault,MLPClassifier,centroid,0.1138054946098447
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,MLPClassifier,centroid,0.0384175740695654
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,MLPClassifier,centroid,-0.0020826654690923
Original,original,,Agglo,2,100,CreditDefault,MLPClassifier,centroid,0.0895624688974581
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,MLPClassifier,closest,0.1158503193967766
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,CreditDefault,MLPClassifier,closest,0.0987848857175698
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,MLPClassifier,closest,0.070378670992404
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,MLPClassifier,closest,0.0263028439771556
Original,original,,Agglo,2,100,CreditDefault,MLPClassifier,closest,0.0895624688974581
Decoded,decoded,GNN,Agglo,4,100,CreditDefault,MLPClassifier,closest,0.1200934736246874
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,CreditDefault,MLPClassifier,closest,0.1030780182049378
Encoded,encoded,GNN,Agglo,1,100,CreditDefault,MLPClassifier,closest,0.0696818312605445
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,MLPClassifier,closest,0.0128358449788626
Original,original,,Agglo,2,100,CreditDefault,MLPClassifier,closest,0.0895624688974581
Decoded,decoded,MLP,KIP,4,100,CreditDefault,MLPClassifier,centroid,0.1271965266537627
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,CreditDefault,MLPClassifier,centroid,0.10160637265646584
Encoded,encoded,MLP,KIP,1,100,CreditDefault,MLPClassifier,centroid,0.06807224571597065
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,CreditDefault,MLPClassifier,centroid,0.02628870726948048
Original,original,,KIP,2,100,CreditDefault,MLPClassifier,centroid,0.06819890490493773
Decoded,decoded,GNN,KIP,4,100,CreditDefault,MLPClassifier,centroid,0.12094224726529668
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,CreditDefault,MLPClassifier,centroid,0.11483390439444556
Encoded,encoded,GNN,KIP,1,100,CreditDefault,MLPClassifier,centroid,0.061410429320388496
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,CreditDefault,MLPClassifier,centroid,0.023192768288651494
Original,original,,KIP,2,100,CreditDefault,MLPClassifier,centroid,0.06819890490493773
Decoded,decoded,MLP,KMeans,4,100,CreditDefault,MLPClassifier,centroid,0.10520152305175816
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,CreditDefault,MLPClassifier,centroid,0.0858869249019533
Encoded,encoded,MLP,KMeans,1,100,CreditDefault,MLPClassifier,centroid,0.0229151747561239
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,MLPClassifier,centroid,0.01392936929578486
Original,original,,KMeans,2,100,CreditDefault,MLPClassifier,centroid,0.06523662206939974
Decoded,decoded,GNN,KMeans,3,100,CreditDefault,MLPClassifier,centroid,0.0951050578712545
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,CreditDefault,MLPClassifier,centroid,0.12400291587445175
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,MLPClassifier,centroid,0.03160168183982824
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,MLPClassifier,centroid,-0.005651541579412859
Original,original,,KMeans,2,100,CreditDefault,MLPClassifier,centroid,0.06523662206939974
Decoded,decoded,MLP,KMeans,3,100,CreditDefault,MLPClassifier,closest,0.08614038607491448
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,CreditDefault,MLPClassifier,closest,0.08997885919624958
Encoded,encoded,MLP,KMeans,1,100,CreditDefault,MLPClassifier,closest,0.04421548055167428
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,MLPClassifier,closest,0.0181979410385053
Original,original,,KMeans,2,100,CreditDefault,MLPClassifier,closest,0.07293298843574472
Decoded,decoded,GNN,KMeans,3,100,CreditDefault,MLPClassifier,closest,0.0888482081723021
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,CreditDefault,MLPClassifier,closest,0.11742763326524386
Encoded,encoded,GNN,KMeans,1,100,CreditDefault,MLPClassifier,closest,0.03984281123425592
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,MLPClassifier,closest,0.00928281911654138
Original,original,,KMeans,2,100,CreditDefault,MLPClassifier,closest,0.07293298843574472
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,XGBClassifier,centroid,0.1274065771598408
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,CreditDefault,XGBClassifier,centroid,0.0535761662091015
Encoded,encoded,MLP,Agglo,3,100,CreditDefault,XGBClassifier,centroid,0.0694888138274014
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,CreditDefault,XGBClassifier,centroid,0.0520860818121751
Original,original,,Agglo,0,100,CreditDefault,XGBClassifier,centroid,0.0253932187349399
Decoded,decoded,GNN,Agglo,3,100,CreditDefault,XGBClassifier,centroid,0.0782178009116408
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,CreditDefault,XGBClassifier,centroid,0.084805427686931
Encoded,encoded,GNN,Agglo,2,100,CreditDefault,XGBClassifier,centroid,0.070227314191927
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,CreditDefault,XGBClassifier,centroid,0.0311398564140136
Original,original,,Agglo,0,100,CreditDefault,XGBClassifier,centroid,0.0253932187349399
Decoded,decoded,MLP,Agglo,4,100,CreditDefault,XGBClassifier,closest,0.1027743917729895
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,CreditDefault,XGBClassifier,closest,0.085388377777826
Encoded,encoded,MLP,Agglo,1,100,CreditDefault,XGBClassifier,closest,0.0731158973106518
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,CreditDefault,XGBClassifier,closest,0.0600678460866386
Original,original,,Agglo,3,100,CreditDefault,XGBClassifier,closest,0.0875791652765269
Decoded,decoded,GNN,Agglo,1,100,CreditDefault,XGBClassifier,closest,0.077430600227801
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,CreditDefault,XGBClassifier,closest,0.0963030642677032
Encoded,encoded,GNN,Agglo,4,100,CreditDefault,XGBClassifier,closest,0.0991676606619898
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,CreditDefault,XGBClassifier,closest,0.0506933980538769
Original,original,,Agglo,2,100,CreditDefault,XGBClassifier,closest,0.0875791652765269
Decoded,decoded,MLP,KIP,3,100,CreditDefault,XGBClassifier,centroid,0.12691274138458628
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,CreditDefault,XGBClassifier,centroid,0.11445141997774307
Encoded,encoded,MLP,KIP,2,100,CreditDefault,XGBClassifier,centroid,0.11807690434603084
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,CreditDefault,XGBClassifier,centroid,0.04805384074704817
Original,original,,KIP,4,100,CreditDefault,XGBClassifier,centroid,0.18056217613379058
Decoded,decoded,GNN,KIP,1,100,CreditDefault,XGBClassifier,centroid,0.09709811515226832
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,CreditDefault,XGBClassifier,centroid,0.09840531894711346
Encoded,encoded,GNN,KIP,3,100,CreditDefault,XGBClassifier,centroid,0.1182228599298859
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,CreditDefault,XGBClassifier,centroid,0.06253339061072366
Original,original,,KIP,4,100,CreditDefault,XGBClassifier,centroid,0.18056217613379058
Decoded,decoded,MLP,KMeans,3,100,CreditDefault,XGBClassifier,centroid,0.08178469952266408
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,CreditDefault,XGBClassifier,centroid,0.05444579400055662
Encoded,encoded,MLP,KMeans,0,100,CreditDefault,XGBClassifier,centroid,0.0349095518771064
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,CreditDefault,XGBClassifier,centroid,0.043553058997892656
Original,original,,KMeans,4,100,CreditDefault,XGBClassifier,centroid,0.27835314418710794
Decoded,decoded,GNN,KMeans,1,100,CreditDefault,XGBClassifier,centroid,0.06038606996418694
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,CreditDefault,XGBClassifier,centroid,0.08921971185402096
Encoded,encoded,GNN,KMeans,2,100,CreditDefault,XGBClassifier,centroid,0.07065456863510433
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,XGBClassifier,centroid,0.03389818435033398
Original,original,,KMeans,4,100,CreditDefault,XGBClassifier,centroid,0.27835314418710794
Decoded,decoded,MLP,KMeans,1,100,CreditDefault,XGBClassifier,closest,0.059774626552140775
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,CreditDefault,XGBClassifier,closest,0.06542895168564872
Encoded,encoded,MLP,KMeans,3,100,CreditDefault,XGBClassifier,closest,0.07165387011261382
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,CreditDefault,XGBClassifier,closest,0.0411007435157704
Original,original,,KMeans,4,100,CreditDefault,XGBClassifier,closest,0.07411476266589893
Decoded,decoded,GNN,KMeans,1,100,CreditDefault,XGBClassifier,closest,0.06138464457125897
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,CreditDefault,XGBClassifier,closest,0.11422449102714774
Encoded,encoded,GNN,KMeans,2,100,CreditDefault,XGBClassifier,closest,0.0666011029532017
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,CreditDefault,XGBClassifier,closest,0.05833789444532864
Original,original,,KMeans,3,100,CreditDefault,XGBClassifier,closest,0.07411476266589893
Decoded,decoded,MLP,Agglo,4,100,Diabetes,GaussianNB,centroid,0.1047447053029059
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Diabetes,GaussianNB,centroid,0.0591035954687244
Encoded,encoded,MLP,Agglo,1,100,Diabetes,GaussianNB,centroid,0.0221638483007717
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Diabetes,GaussianNB,centroid,0.0205220817599739
Original,original,,Agglo,3,100,Diabetes,GaussianNB,centroid,0.0822525036939748
Decoded,decoded,GNN,Agglo,4,100,Diabetes,GaussianNB,centroid,0.0865210967000492
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Diabetes,GaussianNB,centroid,0.0663273682482351
Encoded,encoded,GNN,Agglo,1,100,Diabetes,GaussianNB,centroid,0.0233130848793302
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,GaussianNB,centroid,0.0190444918732556
Original,original,,Agglo,3,100,Diabetes,GaussianNB,centroid,0.0822525036939748
Decoded,decoded,MLP,Agglo,4,100,Diabetes,GaussianNB,closest,0.1016253488753899
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Diabetes,GaussianNB,closest,0.0405516335577082
Encoded,encoded,MLP,Agglo,2,100,Diabetes,GaussianNB,closest,0.0512231160728946
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Diabetes,GaussianNB,closest,0.0277458545394844
Original,original,,Agglo,3,100,Diabetes,GaussianNB,closest,0.078804793958299
Decoded,decoded,GNN,Agglo,3,100,Diabetes,GaussianNB,closest,0.0940732227877195
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Diabetes,GaussianNB,closest,0.1019537021835496
Encoded,encoded,GNN,Agglo,1,100,Diabetes,GaussianNB,closest,0.0293876210802823
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,GaussianNB,closest,0.0187161385650959
Original,original,,Agglo,2,100,Diabetes,GaussianNB,closest,0.078804793958299
Decoded,decoded,MLP,KIP,4,100,Diabetes,GaussianNB,centroid,0.11810868494500078
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Diabetes,GaussianNB,centroid,0.09489410605811857
Encoded,encoded,MLP,KIP,2,100,Diabetes,GaussianNB,centroid,0.07896897061237901
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Diabetes,GaussianNB,centroid,0.052700705959612536
Original,original,,KIP,1,100,Diabetes,GaussianNB,centroid,0.07391232966672139
Decoded,decoded,GNN,KIP,3,100,Diabetes,GaussianNB,centroid,0.08727630930881632
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Diabetes,GaussianNB,centroid,0.10415366934821871
Encoded,encoded,GNN,KIP,1,100,Diabetes,GaussianNB,centroid,0.0359875225742899
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Diabetes,GaussianNB,centroid,0.011032671154161901
Original,original,,KIP,2,100,Diabetes,GaussianNB,centroid,0.07391232966672139
Decoded,decoded,MLP,KMeans,1,100,Diabetes,GaussianNB,centroid,0.018059431948776877
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Diabetes,GaussianNB,centroid,0.020423575767525858
Encoded,encoded,MLP,KMeans,3,100,Diabetes,GaussianNB,centroid,0.04550976851091776
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,GaussianNB,centroid,0.014775898867181081
Original,original,,KMeans,4,100,Diabetes,GaussianNB,centroid,0.06527663766212446
Decoded,decoded,GNN,KMeans,3,100,Diabetes,GaussianNB,centroid,0.09991791167296009
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Diabetes,GaussianNB,centroid,0.10589394188146446
Encoded,encoded,GNN,KMeans,1,100,Diabetes,GaussianNB,centroid,0.034083073386964355
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,GaussianNB,centroid,0.01907732720407162
Original,original,,KMeans,2,100,Diabetes,GaussianNB,centroid,0.06527663766212446
Decoded,decoded,MLP,KMeans,2,100,Diabetes,GaussianNB,closest,0.03739944179937611
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,Diabetes,GaussianNB,closest,0.019996716466918356
Encoded,encoded,MLP,KMeans,4,100,Diabetes,GaussianNB,closest,0.06264981119684784
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Diabetes,GaussianNB,closest,0.03017566901986542
Original,original,,KMeans,3,100,Diabetes,GaussianNB,closest,0.057034969627319056
Decoded,decoded,GNN,KMeans,3,100,Diabetes,GaussianNB,closest,0.09683139057626011
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Diabetes,GaussianNB,closest,0.10261040879986867
Encoded,encoded,GNN,KMeans,1,100,Diabetes,GaussianNB,closest,0.03132490559842392
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,GaussianNB,closest,0.01720571334756196
Original,original,,KMeans,2,100,Diabetes,GaussianNB,closest,0.057034969627319056
Decoded,decoded,MLP,Agglo,4,100,Diabetes,KNeighborsClassifier,centroid,0.1106857523302264
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Diabetes,KNeighborsClassifier,centroid,0.086051930758988
Encoded,encoded,MLP,Agglo,2,100,Diabetes,KNeighborsClassifier,centroid,0.0694074567243677
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Diabetes,KNeighborsClassifier,centroid,0.0570905459387483
Original,original,,Agglo,0,100,Diabetes,KNeighborsClassifier,centroid,0.0459387483355526
Decoded,decoded,GNN,Agglo,3,100,Diabetes,KNeighborsClassifier,centroid,0.0487683089214382
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Diabetes,KNeighborsClassifier,centroid,0.0667443408788284
Encoded,encoded,GNN,Agglo,1,100,Diabetes,KNeighborsClassifier,centroid,0.0387816245006658
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,KNeighborsClassifier,centroid,0.0244673768308921
Original,original,,Agglo,2,100,Diabetes,KNeighborsClassifier,centroid,0.0459387483355526
Decoded,decoded,MLP,Agglo,4,100,Diabetes,KNeighborsClassifier,closest,0.1166777629826897
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Diabetes,KNeighborsClassifier,closest,0.0527629826897471
Encoded,encoded,MLP,Agglo,3,100,Diabetes,KNeighborsClassifier,closest,0.0988681757656459
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Diabetes,KNeighborsClassifier,closest,0.0630825565912118
Original,original,,Agglo,2,100,Diabetes,KNeighborsClassifier,closest,0.0778961384820239
Decoded,decoded,GNN,Agglo,2,100,Diabetes,KNeighborsClassifier,closest,0.0727363515312915
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Diabetes,KNeighborsClassifier,closest,0.0757323568575235
Encoded,encoded,GNN,Agglo,1,100,Diabetes,KNeighborsClassifier,closest,0.0264647137150466
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,KNeighborsClassifier,closest,0.0158122503328896
Original,original,,Agglo,4,100,Diabetes,KNeighborsClassifier,closest,0.0778961384820239
Decoded,decoded,MLP,KIP,0,100,Diabetes,KNeighborsClassifier,centroid,0.07167110519307592
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Diabetes,KNeighborsClassifier,centroid,0.07460053262316912
Encoded,encoded,MLP,KIP,3,100,Diabetes,KNeighborsClassifier,centroid,0.07976031957390149
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,Diabetes,KNeighborsClassifier,centroid,0.07187083888149148
Original,original,,KIP,4,100,Diabetes,KNeighborsClassifier,centroid,0.09530625832223709
Decoded,decoded,GNN,KIP,2,100,Diabetes,KNeighborsClassifier,centroid,0.07743009320905467
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Diabetes,KNeighborsClassifier,centroid,0.08002663115845543
Encoded,encoded,GNN,KIP,1,100,Diabetes,KNeighborsClassifier,centroid,0.06208388814913455
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Diabetes,KNeighborsClassifier,centroid,0.04510652463382164
Original,original,,KIP,4,100,Diabetes,KNeighborsClassifier,centroid,0.09530625832223709
Decoded,decoded,MLP,KMeans,4,100,Diabetes,KNeighborsClassifier,centroid,0.06547936085219715
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Diabetes,KNeighborsClassifier,centroid,0.04870173102529962
Encoded,encoded,MLP,KMeans,1,100,Diabetes,KNeighborsClassifier,centroid,0.0443741677762983
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,KNeighborsClassifier,centroid,0.0296937416777631
Original,original,,KMeans,3,100,Diabetes,KNeighborsClassifier,centroid,0.051398135818908175
Decoded,decoded,GNN,KMeans,4,100,Diabetes,KNeighborsClassifier,centroid,0.07832889480692415
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Diabetes,KNeighborsClassifier,centroid,0.06567909454061258
Encoded,encoded,GNN,KMeans,2,100,Diabetes,KNeighborsClassifier,centroid,0.05409454061251669
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,KNeighborsClassifier,centroid,0.03002663115845548
Original,original,,KMeans,1,100,Diabetes,KNeighborsClassifier,centroid,0.051398135818908175
Decoded,decoded,MLP,KMeans,4,100,Diabetes,KNeighborsClassifier,closest,0.07436750998668447
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Diabetes,KNeighborsClassifier,closest,0.058988015978695164
Encoded,encoded,MLP,KMeans,2,100,Diabetes,KNeighborsClassifier,closest,0.059886817576564624
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,KNeighborsClassifier,closest,0.051298268974700426
Original,original,,KMeans,3,100,Diabetes,KNeighborsClassifier,closest,0.0694074567243676
Decoded,decoded,GNN,KMeans,3,100,Diabetes,KNeighborsClassifier,closest,0.0706391478029294
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Diabetes,KNeighborsClassifier,closest,0.07207057256990684
Encoded,encoded,GNN,KMeans,1,100,Diabetes,KNeighborsClassifier,closest,0.0556258322237018
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,KNeighborsClassifier,closest,0.03868175765645816
Original,original,,KMeans,2,100,Diabetes,KNeighborsClassifier,closest,0.0694074567243676
Decoded,decoded,MLP,Agglo,4,100,Diabetes,LogisticRegression,centroid,0.140803250507892
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Diabetes,LogisticRegression,centroid,0.0865760275042975
Encoded,encoded,MLP,Agglo,2,100,Diabetes,LogisticRegression,centroid,0.0582903578684169
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Diabetes,LogisticRegression,centroid,0.0545397718393499
Original,original,,Agglo,1,100,Diabetes,LogisticRegression,centroid,0.0562587904360055
Decoded,decoded,GNN,Agglo,2,100,Diabetes,LogisticRegression,centroid,0.0712611345522737
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Diabetes,LogisticRegression,centroid,0.0714174089701517
Encoded,encoded,GNN,Agglo,4,100,Diabetes,LogisticRegression,centroid,0.0882950461009532
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,LogisticRegression,centroid,0.0481325207063605
Original,original,,Agglo,1,100,Diabetes,LogisticRegression,centroid,0.0562587904360055
Decoded,decoded,MLP,Agglo,4,100,Diabetes,LogisticRegression,closest,0.1123613064541333
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Diabetes,LogisticRegression,closest,0.0589154555399281
Encoded,encoded,MLP,Agglo,2,100,Diabetes,LogisticRegression,closest,0.0609470229723394
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Diabetes,LogisticRegression,closest,0.0528207532426942
Original,original,,Agglo,3,100,Diabetes,LogisticRegression,closest,0.082356618221597
Decoded,decoded,GNN,Agglo,4,100,Diabetes,LogisticRegression,closest,0.0968901390842319
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Diabetes,LogisticRegression,closest,0.0784497577746523
Encoded,encoded,GNN,Agglo,3,100,Diabetes,LogisticRegression,closest,0.0868885763400531
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,LogisticRegression,closest,0.0523519299890608
Original,original,,Agglo,2,100,Diabetes,LogisticRegression,closest,0.082356618221597
Decoded,decoded,MLP,KIP,4,100,Diabetes,LogisticRegression,centroid,0.11448663853727144
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Diabetes,LogisticRegression,centroid,0.10335989998437253
Encoded,encoded,MLP,KIP,3,100,Diabetes,LogisticRegression,centroid,0.10917330832942648
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Diabetes,LogisticRegression,centroid,0.08932645725894668
Original,original,,KIP,1,100,Diabetes,LogisticRegression,centroid,0.10189092045632134
Decoded,decoded,GNN,KIP,3,100,Diabetes,LogisticRegression,centroid,0.10185966557274577
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Diabetes,LogisticRegression,centroid,0.0999218627910611
Encoded,encoded,GNN,KIP,0,100,Diabetes,LogisticRegression,centroid,0.07257383966244726
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Diabetes,LogisticRegression,centroid,0.08220034380371925
Original,original,,KIP,4,100,Diabetes,LogisticRegression,centroid,0.10189092045632134
Decoded,decoded,MLP,KMeans,3,100,Diabetes,LogisticRegression,centroid,0.06801062666041571
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Diabetes,LogisticRegression,centroid,0.06529145178934213
Encoded,encoded,MLP,KMeans,4,100,Diabetes,LogisticRegression,centroid,0.07122987966869825
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,LogisticRegression,centroid,0.05644631973745897
Original,original,,KMeans,1,100,Diabetes,LogisticRegression,centroid,0.06182215971245504
Decoded,decoded,GNN,KMeans,4,100,Diabetes,LogisticRegression,centroid,0.09795280512580089
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Diabetes,LogisticRegression,centroid,0.09223316143147363
Encoded,encoded,GNN,KMeans,2,100,Diabetes,LogisticRegression,centroid,0.07666822941084543
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,LogisticRegression,centroid,0.05372714486638536
Original,original,,KMeans,1,100,Diabetes,LogisticRegression,centroid,0.06182215971245504
Decoded,decoded,MLP,KMeans,1,100,Diabetes,LogisticRegression,closest,0.06491639318643536
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Diabetes,LogisticRegression,closest,0.06526019690576654
Encoded,encoded,MLP,KMeans,3,100,Diabetes,LogisticRegression,closest,0.06822941084544457
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,LogisticRegression,closest,0.05635255508673228
Original,original,,KMeans,4,100,Diabetes,LogisticRegression,closest,0.07529301453352084
Decoded,decoded,GNN,KMeans,3,100,Diabetes,LogisticRegression,closest,0.10042194092827013
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Diabetes,LogisticRegression,closest,0.10642287857477732
Encoded,encoded,GNN,KMeans,2,100,Diabetes,LogisticRegression,closest,0.0753242694170964
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,LogisticRegression,closest,0.05804031879981249
Original,original,,KMeans,1,100,Diabetes,LogisticRegression,closest,0.07529301453352084
Decoded,decoded,MLP,Agglo,4,100,Diabetes,MLPClassifier,centroid,0.1615659468696599
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Diabetes,MLPClassifier,centroid,0.1078141991610998
Encoded,encoded,MLP,Agglo,2,100,Diabetes,MLPClassifier,centroid,0.0834239552586609
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Diabetes,MLPClassifier,centroid,0.0559266739164208
Original,original,,Agglo,1,100,Diabetes,MLPClassifier,centroid,0.0734814354512973
Decoded,decoded,GNN,Agglo,2,100,Diabetes,MLPClassifier,centroid,0.0908808451141836
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Diabetes,MLPClassifier,centroid,0.0974056237377662
Encoded,encoded,GNN,Agglo,3,100,Diabetes,MLPClassifier,centroid,0.0942985862979649
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Diabetes,MLPClassifier,centroid,0.0832686033866708
Original,original,,Agglo,0,100,Diabetes,MLPClassifier,centroid,0.0734814354512973
Decoded,decoded,MLP,Agglo,4,100,Diabetes,MLPClassifier,closest,0.1351561286313501
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Diabetes,MLPClassifier,closest,0.0801615659468697
Encoded,encoded,MLP,Agglo,3,100,Diabetes,MLPClassifier,closest,0.1158924965045829
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Diabetes,MLPClassifier,closest,0.0731707317073172
Original,original,,Agglo,2,100,Diabetes,MLPClassifier,closest,0.0983377349697064
Decoded,decoded,GNN,Agglo,2,100,Diabetes,MLPClassifier,closest,0.1005126611775671
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Diabetes,MLPClassifier,closest,0.1017554761534876
Encoded,encoded,GNN,Agglo,4,100,Diabetes,MLPClassifier,closest,0.1163585521205532
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,MLPClassifier,closest,0.0977163274817462
Original,original,,Agglo,1,100,Diabetes,MLPClassifier,closest,0.0983377349697064
Decoded,decoded,MLP,KIP,3,100,Diabetes,MLPClassifier,centroid,0.12341152710890176
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,Diabetes,MLPClassifier,centroid,0.1273574646574492
Encoded,encoded,MLP,KIP,2,100,Diabetes,MLPClassifier,centroid,0.12306975299052361
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,Diabetes,MLPClassifier,centroid,0.1015379835327016
Original,original,,KIP,0,100,Diabetes,MLPClassifier,centroid,0.10097871679353734
Decoded,decoded,GNN,KIP,2,100,Diabetes,MLPClassifier,centroid,0.1168556781109213
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Diabetes,MLPClassifier,centroid,0.12453006058723015
Encoded,encoded,GNN,KIP,3,100,Diabetes,MLPClassifier,centroid,0.1195898710579463
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Diabetes,MLPClassifier,centroid,0.1098027031225727
Original,original,,KIP,0,100,Diabetes,MLPClassifier,centroid,0.10097871679353734
Decoded,decoded,MLP,KMeans,4,100,Diabetes,MLPClassifier,centroid,0.09293148982445246
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Diabetes,MLPClassifier,centroid,0.07795556936461082
Encoded,encoded,MLP,KMeans,3,100,Diabetes,MLPClassifier,centroid,0.07814199161099895
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,MLPClassifier,centroid,0.07500388379679976
Original,original,,KMeans,1,100,Diabetes,MLPClassifier,centroid,0.07649526176790437
Decoded,decoded,GNN,KMeans,3,100,Diabetes,MLPClassifier,centroid,0.1117290663352494
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Diabetes,MLPClassifier,centroid,0.11303402205996586
Encoded,encoded,GNN,KMeans,2,100,Diabetes,MLPClassifier,centroid,0.10616746931800532
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Diabetes,MLPClassifier,centroid,0.09560354202268138
Original,original,,KMeans,0,100,Diabetes,MLPClassifier,centroid,0.07649526176790437
Decoded,decoded,MLP,KMeans,3,100,Diabetes,MLPClassifier,closest,0.09628709025943759
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Diabetes,MLPClassifier,closest,0.07820413235979502
Encoded,encoded,MLP,KMeans,2,100,Diabetes,MLPClassifier,closest,0.08236756252912854
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,MLPClassifier,closest,0.06736057169488892
Original,original,,KMeans,4,100,Diabetes,MLPClassifier,closest,0.10020195743358704
Decoded,decoded,GNN,KMeans,3,100,Diabetes,MLPClassifier,closest,0.12136088239863292
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Diabetes,MLPClassifier,closest,0.11812956346123975
Encoded,encoded,GNN,KMeans,4,100,Diabetes,MLPClassifier,closest,0.12322510486251362
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Diabetes,MLPClassifier,closest,0.10458288022370676
Original,original,,KMeans,0,100,Diabetes,MLPClassifier,closest,0.10020195743358704
Decoded,decoded,MLP,Agglo,4,100,Diabetes,XGBClassifier,centroid,0.1561420043983663
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Diabetes,XGBClassifier,centroid,0.1167137920201069
Encoded,encoded,MLP,Agglo,2,100,Diabetes,XGBClassifier,centroid,0.0846685516808042
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Diabetes,XGBClassifier,centroid,0.075086396481307
Original,original,,Agglo,0,100,Diabetes,XGBClassifier,centroid,0.0628338045868676
Decoded,decoded,GNN,Agglo,2,100,Diabetes,XGBClassifier,centroid,0.091894439208294
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Diabetes,XGBClassifier,centroid,0.0757147345271755
Encoded,encoded,GNN,Agglo,4,100,Diabetes,XGBClassifier,centroid,0.1126295947219602
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Diabetes,XGBClassifier,centroid,0.1036757775683317
Original,original,,Agglo,0,100,Diabetes,XGBClassifier,centroid,0.0628338045868676
Decoded,decoded,MLP,Agglo,4,100,Diabetes,XGBClassifier,closest,0.1289663839145459
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Diabetes,XGBClassifier,closest,0.0841972981464026
Encoded,encoded,MLP,Agglo,3,100,Diabetes,XGBClassifier,closest,0.1278667923342758
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Diabetes,XGBClassifier,closest,0.0909519321394911
Original,original,,Agglo,2,100,Diabetes,XGBClassifier,closest,0.1195413132265158
Decoded,decoded,GNN,Agglo,3,100,Diabetes,XGBClassifier,closest,0.1129437637448946
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Diabetes,XGBClassifier,closest,0.1032045240339303
Encoded,encoded,GNN,Agglo,1,100,Diabetes,XGBClassifier,closest,0.0973923971096449
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Diabetes,XGBClassifier,closest,0.0816839459629279
Original,original,,Agglo,4,100,Diabetes,XGBClassifier,closest,0.1195413132265158
Decoded,decoded,MLP,KIP,1,100,Diabetes,XGBClassifier,centroid,0.1252906063462142
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Diabetes,XGBClassifier,centroid,0.13908262645303163
Encoded,encoded,MLP,KIP,2,100,Diabetes,XGBClassifier,centroid,0.13147973609802072
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Diabetes,XGBClassifier,centroid,0.11379202010681735
Original,original,,KIP,4,100,Diabetes,XGBClassifier,centroid,0.14483191957273006
Decoded,decoded,GNN,KIP,2,100,Diabetes,XGBClassifier,centroid,0.11850455545083247
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Diabetes,XGBClassifier,centroid,0.1368520263901979
Encoded,encoded,GNN,KIP,1,100,Diabetes,XGBClassifier,centroid,0.10700596921143564
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Diabetes,XGBClassifier,centroid,0.10238768457430084
Original,original,,KIP,4,100,Diabetes,XGBClassifier,centroid,0.14483191957273006
Decoded,decoded,MLP,KMeans,3,100,Diabetes,XGBClassifier,centroid,0.09974866478165242
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Diabetes,XGBClassifier,centroid,0.08237511781338354
Encoded,encoded,MLP,KMeans,2,100,Diabetes,XGBClassifier,centroid,0.09211435752434802
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Diabetes,XGBClassifier,centroid,0.07316996544140739
Original,original,,KMeans,4,100,Diabetes,XGBClassifier,centroid,0.1432296575557649
Decoded,decoded,GNN,KMeans,2,100,Diabetes,XGBClassifier,centroid,0.11256676091737342
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Diabetes,XGBClassifier,centroid,0.1149544454916744
Encoded,encoded,GNN,KMeans,1,100,Diabetes,XGBClassifier,centroid,0.11090166509582142
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Diabetes,XGBClassifier,centroid,0.0959786365064403
Original,original,,KMeans,4,100,Diabetes,XGBClassifier,centroid,0.1432296575557649
Decoded,decoded,MLP,KMeans,4,100,Diabetes,XGBClassifier,closest,0.10464970153942812
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,Diabetes,XGBClassifier,closest,0.08294062205466529
Encoded,encoded,MLP,KMeans,3,100,Diabetes,XGBClassifier,closest,0.10034558592522769
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Diabetes,XGBClassifier,closest,0.08501413760603194
Original,original,,KMeans,2,100,Diabetes,XGBClassifier,closest,0.0917059377945334
Decoded,decoded,GNN,KMeans,3,100,Diabetes,XGBClassifier,closest,0.11680804272698711
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Diabetes,XGBClassifier,closest,0.11030474395224621
Encoded,encoded,GNN,KMeans,4,100,Diabetes,XGBClassifier,closest,0.12114357524348092
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Diabetes,XGBClassifier,closest,0.09915174363807723
Original,original,,KMeans,0,100,Diabetes,XGBClassifier,closest,0.0917059377945334
Decoded,decoded,MLP,Agglo,2,100,Electricity,GaussianNB,centroid,0.1323378019620721
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Electricity,GaussianNB,centroid,0.1755100423704101
Encoded,encoded,MLP,Agglo,1,100,Electricity,GaussianNB,centroid,0.0924419784014869
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,GaussianNB,centroid,0.0745001001574626
Original,original,,Agglo,3,100,Electricity,GaussianNB,centroid,0.1648239383942857
Decoded,decoded,GNN,Agglo,2,100,Electricity,GaussianNB,centroid,0.1354274061245655
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Electricity,GaussianNB,centroid,0.1794649309420633
Encoded,encoded,GNN,Agglo,1,100,Electricity,GaussianNB,centroid,0.082980838229216
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Electricity,GaussianNB,centroid,0.0730803364276494
Original,original,,Agglo,3,100,Electricity,GaussianNB,centroid,0.1648239383942857
Decoded,decoded,MLP,Agglo,4,100,Electricity,GaussianNB,closest,0.1405233924727229
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Electricity,GaussianNB,closest,0.1303704051179195
Encoded,encoded,MLP,Agglo,1,100,Electricity,GaussianNB,closest,0.0854168832518972
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,GaussianNB,closest,0.063546043273095
Original,original,,Agglo,3,100,Electricity,GaussianNB,closest,0.1380713729686418
Decoded,decoded,GNN,Agglo,4,100,Electricity,GaussianNB,closest,0.144073594182246
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Electricity,GaussianNB,closest,0.1211810213018441
Encoded,encoded,GNN,Agglo,1,100,Electricity,GaussianNB,closest,0.0896480923172886
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Electricity,GaussianNB,closest,0.0847952730748848
Original,original,,Agglo,3,100,Electricity,GaussianNB,closest,0.1380713729686418
Decoded,decoded,MLP,KIP,2,100,Electricity,GaussianNB,centroid,0.14483681940468424
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,Electricity,GaussianNB,centroid,0.15315509953623288
Encoded,encoded,MLP,KIP,3,100,Electricity,GaussianNB,centroid,0.15205493953785565
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Electricity,GaussianNB,centroid,0.09794386871511915
Original,original,,KIP,1,100,Electricity,GaussianNB,centroid,0.13373395895826096
Decoded,decoded,GNN,KIP,4,100,Electricity,GaussianNB,centroid,0.18557563916942837
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Electricity,GaussianNB,centroid,0.17570296592871318
Encoded,encoded,GNN,KIP,2,100,Electricity,GaussianNB,centroid,0.140566485538023
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Electricity,GaussianNB,centroid,0.10564696649669474
Original,original,,KIP,1,100,Electricity,GaussianNB,centroid,0.13373395895826096
Decoded,decoded,MLP,KMeans,4,100,Electricity,GaussianNB,centroid,0.1553366431782624
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Electricity,GaussianNB,centroid,0.1347615491697073
Encoded,encoded,MLP,KMeans,1,100,Electricity,GaussianNB,centroid,0.09340581014709196
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,GaussianNB,centroid,0.06740644151945199
Original,original,,KMeans,3,100,Electricity,GaussianNB,centroid,0.14380981238859064
Decoded,decoded,GNN,KMeans,2,100,Electricity,GaussianNB,centroid,0.09267663846198701
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Electricity,GaussianNB,centroid,0.14136125402214614
Encoded,encoded,GNN,KMeans,1,100,Electricity,GaussianNB,centroid,0.09061717282106803
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Electricity,GaussianNB,centroid,0.07709062855780854
Original,original,,KMeans,4,100,Electricity,GaussianNB,centroid,0.14380981238859064
Decoded,decoded,MLP,KMeans,4,100,Electricity,GaussianNB,closest,0.14462582946860753
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Electricity,GaussianNB,closest,0.14346889667046164
Encoded,encoded,MLP,KMeans,1,100,Electricity,GaussianNB,closest,0.09020555100550479
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,GaussianNB,closest,0.06665215439970179
Original,original,,KMeans,2,100,Electricity,GaussianNB,closest,0.14143809634894347
Decoded,decoded,GNN,KMeans,3,100,Electricity,GaussianNB,closest,0.12083474272210223
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Electricity,GaussianNB,closest,0.1131380727675662
Encoded,encoded,GNN,KMeans,1,100,Electricity,GaussianNB,closest,0.08959095185088453
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Electricity,GaussianNB,closest,0.07480698769457797
Original,original,,KMeans,4,100,Electricity,GaussianNB,closest,0.14143809634894347
Decoded,decoded,MLP,Agglo,4,100,Electricity,KNeighborsClassifier,centroid,0.2715981515639887
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Electricity,KNeighborsClassifier,centroid,0.2386472456266631
Encoded,encoded,MLP,Agglo,3,100,Electricity,KNeighborsClassifier,centroid,0.2418666661703186
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,KNeighborsClassifier,centroid,0.2007913739652803
Original,original,,Agglo,1,100,Electricity,KNeighborsClassifier,centroid,0.2108711415467076
Decoded,decoded,GNN,Agglo,4,100,Electricity,KNeighborsClassifier,centroid,0.2507270126762889
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Electricity,KNeighborsClassifier,centroid,0.2395961924068836
Encoded,encoded,GNN,Agglo,2,100,Electricity,KNeighborsClassifier,centroid,0.2362650403464581
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Electricity,KNeighborsClassifier,centroid,0.2336388976710015
Original,original,,Agglo,0,100,Electricity,KNeighborsClassifier,centroid,0.2108711415467076
Decoded,decoded,MLP,Agglo,1,100,Electricity,KNeighborsClassifier,closest,0.2340541283625483
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Electricity,KNeighborsClassifier,closest,0.2366456507536559
Encoded,encoded,MLP,Agglo,4,100,Electricity,KNeighborsClassifier,closest,0.2554602064826083
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,KNeighborsClassifier,closest,0.1958788566584619
Original,original,,Agglo,3,100,Electricity,KNeighborsClassifier,closest,0.2476526676099054
Decoded,decoded,GNN,Agglo,1,100,Electricity,KNeighborsClassifier,closest,0.2377004792330145
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Electricity,KNeighborsClassifier,closest,0.2547202045521686
Encoded,encoded,GNN,Agglo,2,100,Electricity,KNeighborsClassifier,closest,0.2459053802634066
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Electricity,KNeighborsClassifier,closest,0.2325594999575888
Original,original,,Agglo,3,100,Electricity,KNeighborsClassifier,closest,0.2476526676099054
Decoded,decoded,MLP,KIP,2,100,Electricity,KNeighborsClassifier,centroid,0.32120233960797173
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Electricity,KNeighborsClassifier,centroid,0.31150164020909377
Encoded,encoded,MLP,KIP,3,100,Electricity,KNeighborsClassifier,centroid,0.3353835419635338
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Electricity,KNeighborsClassifier,centroid,0.29662210789669546
Original,original,,KIP,4,100,Electricity,KNeighborsClassifier,centroid,0.38778376202303716
Decoded,decoded,GNN,KIP,3,100,Electricity,KNeighborsClassifier,centroid,0.32251614483191215
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Electricity,KNeighborsClassifier,centroid,0.3161532662855599
Encoded,encoded,GNN,KIP,1,100,Electricity,KNeighborsClassifier,centroid,0.30037718028685906
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Electricity,KNeighborsClassifier,centroid,0.2800258774659973
Original,original,,KIP,4,100,Electricity,KNeighborsClassifier,centroid,0.38778376202303716
Decoded,decoded,MLP,KMeans,4,100,Electricity,KNeighborsClassifier,centroid,0.25874007159644974
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Electricity,KNeighborsClassifier,centroid,0.23691998592852953
Encoded,encoded,MLP,KMeans,3,100,Electricity,KNeighborsClassifier,centroid,0.24825988931613238
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,KNeighborsClassifier,centroid,0.20125047828906656
Original,original,,KMeans,1,100,Electricity,KNeighborsClassifier,centroid,0.21664991048449514
Decoded,decoded,GNN,KMeans,3,100,Electricity,KNeighborsClassifier,centroid,0.2316418656557472
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Electricity,KNeighborsClassifier,centroid,0.23599996915550703
Encoded,encoded,GNN,KMeans,2,100,Electricity,KNeighborsClassifier,centroid,0.22688444296839952
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Electricity,KNeighborsClassifier,centroid,0.21130023098802617
Original,original,,KMeans,1,100,Electricity,KNeighborsClassifier,centroid,0.21664991048449514
Decoded,decoded,MLP,KMeans,3,100,Electricity,KNeighborsClassifier,closest,0.2372287499391752
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Electricity,KNeighborsClassifier,closest,0.22839523814208723
Encoded,encoded,MLP,KMeans,4,100,Electricity,KNeighborsClassifier,closest,0.24732976831265466
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,KNeighborsClassifier,closest,0.20368392797172724
Original,original,,KMeans,2,100,Electricity,KNeighborsClassifier,closest,0.23271958287609476
Decoded,decoded,GNN,KMeans,1,100,Electricity,KNeighborsClassifier,closest,0.23235370337329736
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Electricity,KNeighborsClassifier,closest,0.23369091850379747
Encoded,encoded,GNN,KMeans,4,100,Electricity,KNeighborsClassifier,closest,0.2358793990960968
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Electricity,KNeighborsClassifier,closest,0.22471748970498573
Original,original,,KMeans,2,100,Electricity,KNeighborsClassifier,closest,0.23271958287609476
Decoded,decoded,MLP,Agglo,4,100,Electricity,LogisticRegression,centroid,0.1867870174922442
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Electricity,LogisticRegression,centroid,0.1575957777616674
Encoded,encoded,MLP,Agglo,3,100,Electricity,LogisticRegression,centroid,0.1632135338546963
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Electricity,LogisticRegression,centroid,0.1339882748448075
Original,original,,Agglo,0,100,Electricity,LogisticRegression,centroid,0.1170997555538819
Decoded,decoded,GNN,Agglo,3,100,Electricity,LogisticRegression,centroid,0.170321099765877
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Electricity,LogisticRegression,centroid,0.1898142054656547
Encoded,encoded,GNN,Agglo,2,100,Electricity,LogisticRegression,centroid,0.1371275504781586
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Electricity,LogisticRegression,centroid,0.1350026945615371
Original,original,,Agglo,0,100,Electricity,LogisticRegression,centroid,0.1170997555538819
Decoded,decoded,MLP,Agglo,3,100,Electricity,LogisticRegression,closest,0.1378577332508424
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Electricity,LogisticRegression,closest,0.1203695361811458
Encoded,encoded,MLP,Agglo,4,100,Electricity,LogisticRegression,closest,0.1403145704104062
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,LogisticRegression,closest,0.1198798345208408
Original,original,,Agglo,2,100,Electricity,LogisticRegression,closest,0.1351686851830085
Decoded,decoded,GNN,Agglo,2,100,Electricity,LogisticRegression,closest,0.1469512625727631
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Electricity,LogisticRegression,closest,0.1790339650830809
Encoded,encoded,GNN,Agglo,3,100,Electricity,LogisticRegression,closest,0.1499645495647996
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Electricity,LogisticRegression,closest,0.1450292319455579
Original,original,,Agglo,0,100,Electricity,LogisticRegression,closest,0.1351686851830085
Decoded,decoded,MLP,KIP,4,100,Electricity,LogisticRegression,centroid,0.20121925097054655
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Electricity,LogisticRegression,centroid,0.18572728174931355
Encoded,encoded,MLP,KIP,1,100,Electricity,LogisticRegression,centroid,0.1708718015132244
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Electricity,LogisticRegression,centroid,0.14922982697794537
Original,original,,KIP,2,100,Electricity,LogisticRegression,centroid,0.17928691602094554
Decoded,decoded,GNN,KIP,4,100,Electricity,LogisticRegression,centroid,0.21061163379583125
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Electricity,LogisticRegression,centroid,0.19864773364734303
Encoded,encoded,GNN,KIP,1,100,Electricity,LogisticRegression,centroid,0.17109282125167952
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Electricity,LogisticRegression,centroid,0.156764393498423
Original,original,,KIP,2,100,Electricity,LogisticRegression,centroid,0.17928691602094554
Decoded,decoded,MLP,KMeans,4,100,Electricity,LogisticRegression,centroid,0.18527299533185096
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Electricity,LogisticRegression,centroid,0.1475345993666783
Encoded,encoded,MLP,KMeans,3,100,Electricity,LogisticRegression,centroid,0.1765718256082588
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Electricity,LogisticRegression,centroid,0.13928751663718714
Original,original,,KMeans,0,100,Electricity,LogisticRegression,centroid,0.11999684911088845
Decoded,decoded,GNN,KMeans,2,100,Electricity,LogisticRegression,centroid,0.1394290485699116
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Electricity,LogisticRegression,centroid,0.14917532574633013
Encoded,encoded,GNN,KMeans,3,100,Electricity,LogisticRegression,centroid,0.14391183938958613
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Electricity,LogisticRegression,centroid,0.12736346596863798
Original,original,,KMeans,0,100,Electricity,LogisticRegression,centroid,0.11999684911088845
Decoded,decoded,MLP,KMeans,3,100,Electricity,LogisticRegression,closest,0.1471826405952294
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Electricity,LogisticRegression,closest,0.1330755962347931
Encoded,encoded,MLP,KMeans,4,100,Electricity,LogisticRegression,closest,0.14877652594650423
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,Electricity,LogisticRegression,closest,0.13647179954245242
Original,original,,KMeans,0,100,Electricity,LogisticRegression,closest,0.12811242972965928
Decoded,decoded,GNN,KMeans,2,100,Electricity,LogisticRegression,closest,0.13812937133075676
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Electricity,LogisticRegression,closest,0.1457897739923313
Encoded,encoded,GNN,KMeans,3,100,Electricity,LogisticRegression,closest,0.14416877879468046
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Electricity,LogisticRegression,closest,0.1366026916523023
Original,original,,KMeans,0,100,Electricity,LogisticRegression,closest,0.12811242972965928
Decoded,decoded,MLP,Agglo,4,100,Electricity,MLPClassifier,centroid,0.2537215609228387
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Electricity,MLPClassifier,centroid,0.2141536688368253
Encoded,encoded,MLP,Agglo,2,100,Electricity,MLPClassifier,centroid,0.1933113492660943
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,MLPClassifier,centroid,0.1616531059185043
Original,original,,Agglo,1,100,Electricity,MLPClassifier,centroid,0.1796805889597905
Decoded,decoded,GNN,Agglo,3,100,Electricity,MLPClassifier,centroid,0.2242074961833947
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Electricity,MLPClassifier,centroid,0.2579284398962977
Encoded,encoded,GNN,Agglo,2,100,Electricity,MLPClassifier,centroid,0.1888152960079525
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Electricity,MLPClassifier,centroid,0.1855122431537185
Original,original,,Agglo,0,100,Electricity,MLPClassifier,centroid,0.1796805889597905
Decoded,decoded,MLP,Agglo,3,100,Electricity,MLPClassifier,closest,0.1918716825986475
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Electricity,MLPClassifier,closest,0.1752075041842641
Encoded,encoded,MLP,Agglo,4,100,Electricity,MLPClassifier,closest,0.2003053066501975
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,MLPClassifier,closest,0.1609396678376419
Original,original,,Agglo,2,100,Electricity,MLPClassifier,closest,0.1861292353786693
Decoded,decoded,GNN,Agglo,3,100,Electricity,MLPClassifier,closest,0.2234377254496719
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Electricity,MLPClassifier,closest,0.2256595723627758
Encoded,encoded,GNN,Agglo,2,100,Electricity,MLPClassifier,closest,0.2035243231604543
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Electricity,MLPClassifier,closest,0.1791378360957106
Original,original,,Agglo,1,100,Electricity,MLPClassifier,closest,0.1861292353786693
Decoded,decoded,MLP,KIP,4,100,Electricity,MLPClassifier,centroid,0.26232311615036463
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Electricity,MLPClassifier,centroid,0.24648365865939273
Encoded,encoded,MLP,KIP,2,100,Electricity,MLPClassifier,centroid,0.2369807265584183
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Electricity,MLPClassifier,centroid,0.21025022420123696
Original,original,,KIP,1,100,Electricity,MLPClassifier,centroid,0.2134405573220665
Decoded,decoded,GNN,KIP,4,100,Electricity,MLPClassifier,centroid,0.2632223485730666
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Electricity,MLPClassifier,centroid,0.2556556704421154
Encoded,encoded,GNN,KIP,2,100,Electricity,MLPClassifier,centroid,0.2301966314379853
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Electricity,MLPClassifier,centroid,0.2185237764343694
Original,original,,KIP,0,100,Electricity,MLPClassifier,centroid,0.2134405573220665
Decoded,decoded,MLP,KMeans,4,100,Electricity,MLPClassifier,centroid,0.23152688757521012
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Electricity,MLPClassifier,centroid,0.19598781973747012
Encoded,encoded,MLP,KMeans,2,100,Electricity,MLPClassifier,centroid,0.19474752167623324
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,MLPClassifier,centroid,0.16640513257413597
Original,original,,KMeans,1,100,Electricity,MLPClassifier,centroid,0.1753974894577657
Decoded,decoded,GNN,KMeans,3,100,Electricity,MLPClassifier,centroid,0.1969784471270156
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Electricity,MLPClassifier,centroid,0.20342268490349666
Encoded,encoded,GNN,KMeans,2,100,Electricity,MLPClassifier,centroid,0.1884478982559356
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Electricity,MLPClassifier,centroid,0.17910728039395618
Original,original,,KMeans,0,100,Electricity,MLPClassifier,centroid,0.1753974894577657
Decoded,decoded,MLP,KMeans,4,100,Electricity,MLPClassifier,closest,0.19525671443040632
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Electricity,MLPClassifier,closest,0.1813717986112558
Encoded,encoded,MLP,KMeans,3,100,Electricity,MLPClassifier,closest,0.18866573961806885
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,MLPClassifier,closest,0.1648675722743853
Original,original,,KMeans,1,100,Electricity,MLPClassifier,closest,0.17584987059546
Decoded,decoded,GNN,KMeans,2,100,Electricity,MLPClassifier,closest,0.19412725290471017
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Electricity,MLPClassifier,closest,0.1987574377471118
Encoded,encoded,GNN,KMeans,3,100,Electricity,MLPClassifier,closest,0.19600252609766614
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Electricity,MLPClassifier,closest,0.18746513022394862
Original,original,,KMeans,0,100,Electricity,MLPClassifier,closest,0.17584987059546
Decoded,decoded,MLP,Agglo,3,100,Electricity,XGBClassifier,centroid,0.3490342016383674
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Electricity,XGBClassifier,centroid,0.3091430703422503
Encoded,encoded,MLP,Agglo,2,100,Electricity,XGBClassifier,centroid,0.3216911446576805
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Electricity,XGBClassifier,centroid,0.2914958482954001
Original,original,,Agglo,4,100,Electricity,XGBClassifier,centroid,0.3559371604318666
Decoded,decoded,GNN,Agglo,3,100,Electricity,XGBClassifier,centroid,0.3334531877818847
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Electricity,XGBClassifier,centroid,0.3302936904512485
Encoded,encoded,GNN,Agglo,1,100,Electricity,XGBClassifier,centroid,0.3058573536118423
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Electricity,XGBClassifier,centroid,0.2929337149468037
Original,original,,Agglo,4,100,Electricity,XGBClassifier,centroid,0.3559371604318666
Decoded,decoded,MLP,Agglo,3,100,Electricity,XGBClassifier,closest,0.3097604383830341
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Electricity,XGBClassifier,closest,0.2817613402402238
Encoded,encoded,MLP,Agglo,4,100,Electricity,XGBClassifier,closest,0.321578219143369
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Electricity,XGBClassifier,closest,0.2935760754922532
Original,original,,Agglo,2,100,Electricity,XGBClassifier,closest,0.3021452173772643
Decoded,decoded,GNN,Agglo,2,100,Electricity,XGBClassifier,closest,0.3181901153242146
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Electricity,XGBClassifier,closest,0.3205481605564907
Encoded,encoded,GNN,Agglo,4,100,Electricity,XGBClassifier,closest,0.3316291700139057
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Electricity,XGBClassifier,closest,0.3047033476710707
Original,original,,Agglo,0,100,Electricity,XGBClassifier,closest,0.3021452173772643
Decoded,decoded,MLP,KIP,3,100,Electricity,XGBClassifier,centroid,0.3706971922637127
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Electricity,XGBClassifier,centroid,0.34384986668891654
Encoded,encoded,MLP,KIP,2,100,Electricity,XGBClassifier,centroid,0.36226145331076237
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Electricity,XGBClassifier,centroid,0.3345378624843748
Original,original,,KIP,4,100,Electricity,XGBClassifier,centroid,0.3793524785265076
Decoded,decoded,GNN,KIP,3,100,Electricity,XGBClassifier,centroid,0.3561620736372969
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Electricity,XGBClassifier,centroid,0.3506203797101081
Encoded,encoded,GNN,KIP,1,100,Electricity,XGBClassifier,centroid,0.3420576865680804
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Electricity,XGBClassifier,centroid,0.3235121749270359
Original,original,,KIP,4,100,Electricity,XGBClassifier,centroid,0.3793524785265076
Decoded,decoded,MLP,KMeans,3,100,Electricity,XGBClassifier,centroid,0.3393028647791412
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Electricity,XGBClassifier,centroid,0.3013932185328171
Encoded,encoded,MLP,KMeans,2,100,Electricity,XGBClassifier,centroid,0.3070806134446526
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Electricity,XGBClassifier,centroid,0.28886517689424085
Original,original,,KMeans,4,100,Electricity,XGBClassifier,centroid,0.4544131397343988
Decoded,decoded,GNN,KMeans,0,100,Electricity,XGBClassifier,centroid,0.29678627328496543
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Electricity,XGBClassifier,centroid,0.31016788872118706
Encoded,encoded,GNN,KMeans,2,100,Electricity,XGBClassifier,centroid,0.3076863988855953
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Electricity,XGBClassifier,centroid,0.29697609063278013
Original,original,,KMeans,4,100,Electricity,XGBClassifier,centroid,0.4544131397343988
Decoded,decoded,MLP,KMeans,3,100,Electricity,XGBClassifier,closest,0.30674390591371
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,Electricity,XGBClassifier,closest,0.29200875056716546
Encoded,encoded,MLP,KMeans,4,100,Electricity,XGBClassifier,closest,0.3191319025116354
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,Electricity,XGBClassifier,closest,0.295058725618168
Original,original,,KMeans,1,100,Electricity,XGBClassifier,closest,0.29260748783174406
Decoded,decoded,GNN,KMeans,1,100,Electricity,XGBClassifier,closest,0.2959615883089607
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Electricity,XGBClassifier,closest,0.3035530640182281
Encoded,encoded,GNN,KMeans,4,100,Electricity,XGBClassifier,closest,0.3086257980077735
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,Electricity,XGBClassifier,closest,0.30318545666333524
Original,original,,KMeans,0,100,Electricity,XGBClassifier,closest,0.29260748783174406
Decoded,decoded,MLP,Agglo,2,100,Elevators,GaussianNB,centroid,-0.1067023430515168
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Elevators,GaussianNB,centroid,-0.0785946203088529
Encoded,encoded,MLP,Agglo,1,100,Elevators,GaussianNB,centroid,-0.2083336287743664
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,GaussianNB,centroid,-0.3066935765103105
Original,original,,Agglo,4,100,Elevators,GaussianNB,centroid,-0.0640789040276455
Decoded,decoded,GNN,Agglo,3,100,Elevators,GaussianNB,centroid,-0.0574401828597358
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Elevators,GaussianNB,centroid,-0.0429670100873237
Encoded,encoded,GNN,Agglo,1,100,Elevators,GaussianNB,centroid,-0.1563809139505966
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,GaussianNB,centroid,-0.3309562684959516
Original,original,,Agglo,2,100,Elevators,GaussianNB,centroid,-0.0640789040276455
Decoded,decoded,MLP,Agglo,2,100,Elevators,GaussianNB,closest,-0.0846119484089048
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Elevators,GaussianNB,closest,-0.0453829657079979
Encoded,encoded,MLP,Agglo,1,100,Elevators,GaussianNB,closest,-0.1918815382443582
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,GaussianNB,closest,-0.2900532631838142
Original,original,,Agglo,4,100,Elevators,GaussianNB,closest,-0.0069333027363855
Decoded,decoded,GNN,Agglo,3,100,Elevators,GaussianNB,closest,-0.0383291230300259
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Elevators,GaussianNB,closest,-0.0418228475401793
Encoded,encoded,GNN,Agglo,1,100,Elevators,GaussianNB,closest,-0.1324695282118255
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,GaussianNB,closest,-0.3460656601044376
Original,original,,Agglo,4,100,Elevators,GaussianNB,closest,-0.0069333027363855
Decoded,decoded,MLP,KIP,3,100,Elevators,GaussianNB,centroid,0.01734859828807506
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Elevators,GaussianNB,centroid,0.009786682979309059
Encoded,encoded,MLP,KIP,1,100,Elevators,GaussianNB,centroid,-0.11442643937259911
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Elevators,GaussianNB,centroid,-0.2692809437955126
Original,original,,KIP,4,100,Elevators,GaussianNB,centroid,0.06182667645597101
Decoded,decoded,GNN,KIP,2,100,Elevators,GaussianNB,centroid,0.003423205421332258
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Elevators,GaussianNB,centroid,0.0065251428913987415
Encoded,encoded,GNN,KIP,1,100,Elevators,GaussianNB,centroid,-0.13215728464121307
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Elevators,GaussianNB,centroid,-0.3249852225766797
Original,original,,KIP,4,100,Elevators,GaussianNB,centroid,0.06182667645597101
Decoded,decoded,MLP,KMeans,2,100,Elevators,GaussianNB,centroid,-0.0808868129948502
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Elevators,GaussianNB,centroid,-0.08017955939106051
Encoded,encoded,MLP,KMeans,1,100,Elevators,GaussianNB,centroid,-0.20157810633685558
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,GaussianNB,centroid,-0.3061748035424562
Original,original,,KMeans,4,100,Elevators,GaussianNB,centroid,-0.06392574739598264
Decoded,decoded,GNN,KMeans,4,100,Elevators,GaussianNB,centroid,-0.044864579499314314
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Elevators,GaussianNB,centroid,-0.06403223508769428
Encoded,encoded,GNN,KMeans,1,100,Elevators,GaussianNB,centroid,-0.16719109061573986
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,GaussianNB,centroid,-0.3336004120274366
Original,original,,KMeans,3,100,Elevators,GaussianNB,centroid,-0.06392574739598264
Decoded,decoded,MLP,KMeans,2,100,Elevators,GaussianNB,closest,-0.09622800226640868
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Elevators,GaussianNB,closest,-0.06358913799760593
Encoded,encoded,MLP,KMeans,1,100,Elevators,GaussianNB,closest,-0.1895626591755711
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,GaussianNB,closest,-0.29191782914655784
Original,original,,KMeans,4,100,Elevators,GaussianNB,closest,0.015301481996682919
Decoded,decoded,GNN,KMeans,3,100,Elevators,GaussianNB,closest,-0.035393234163984585
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Elevators,GaussianNB,closest,-0.07330285241334489
Encoded,encoded,GNN,KMeans,1,100,Elevators,GaussianNB,closest,-0.15934400487832226
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,GaussianNB,closest,-0.33992379555136704
Original,original,,KMeans,4,100,Elevators,GaussianNB,closest,0.015301481996682919
Decoded,decoded,MLP,Agglo,3,100,Elevators,KNeighborsClassifier,centroid,0.0585921657984136
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Elevators,KNeighborsClassifier,centroid,0.0552410224046716
Encoded,encoded,MLP,Agglo,4,100,Elevators,KNeighborsClassifier,centroid,0.0743870901840372
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,KNeighborsClassifier,centroid,-0.0301238815615813
Original,original,,Agglo,1,100,Elevators,KNeighborsClassifier,centroid,0.037853205052353
Decoded,decoded,GNN,Agglo,2,100,Elevators,KNeighborsClassifier,centroid,0.0445908894613189
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Elevators,KNeighborsClassifier,centroid,0.0610376357625203
Encoded,encoded,GNN,Agglo,3,100,Elevators,KNeighborsClassifier,centroid,0.0599064289160135
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,KNeighborsClassifier,centroid,-0.0350304975793083
Original,original,,Agglo,1,100,Elevators,KNeighborsClassifier,centroid,0.037853205052353
Decoded,decoded,MLP,Agglo,2,100,Elevators,KNeighborsClassifier,closest,0.0416680572875105
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Elevators,KNeighborsClassifier,closest,0.0295580252981744
Encoded,encoded,MLP,Agglo,4,100,Elevators,KNeighborsClassifier,closest,0.0828496501197956
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,KNeighborsClassifier,closest,0.0098172774779093
Original,original,,Agglo,3,100,Elevators,KNeighborsClassifier,closest,0.0554625103790883
Decoded,decoded,GNN,Agglo,3,100,Elevators,KNeighborsClassifier,closest,0.0714809454603563
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Elevators,KNeighborsClassifier,closest,0.0584247856168338
Encoded,encoded,GNN,Agglo,4,100,Elevators,KNeighborsClassifier,closest,0.0932732382856628
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,KNeighborsClassifier,closest,-0.0315306841753415
Original,original,,Agglo,1,100,Elevators,KNeighborsClassifier,closest,0.0554625103790883
Decoded,decoded,MLP,KIP,2,100,Elevators,KNeighborsClassifier,centroid,0.19123656028164365
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Elevators,KNeighborsClassifier,centroid,0.13372129126477716
Encoded,encoded,MLP,KIP,3,100,Elevators,KNeighborsClassifier,centroid,0.22462420367993668
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Elevators,KNeighborsClassifier,centroid,0.11966833440031874
Original,original,,KIP,4,100,Elevators,KNeighborsClassifier,centroid,0.25973207034619883
Decoded,decoded,GNN,KIP,1,100,Elevators,KNeighborsClassifier,centroid,0.15240547065183202
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Elevators,KNeighborsClassifier,centroid,0.15401980446353888
Encoded,encoded,GNN,KIP,3,100,Elevators,KNeighborsClassifier,centroid,0.17055150505629738
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Elevators,KNeighborsClassifier,centroid,0.02687711058318082
Original,original,,KIP,4,100,Elevators,KNeighborsClassifier,centroid,0.25973207034619883
Decoded,decoded,MLP,KMeans,3,100,Elevators,KNeighborsClassifier,centroid,0.05241932629224074
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Elevators,KNeighborsClassifier,centroid,0.043019538475697436
Encoded,encoded,MLP,KMeans,4,100,Elevators,KNeighborsClassifier,centroid,0.06692142840527641
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,KNeighborsClassifier,centroid,-0.0175580293436168
Original,original,,KMeans,1,100,Elevators,KNeighborsClassifier,centroid,0.0239764272068141
Decoded,decoded,GNN,KMeans,2,100,Elevators,KNeighborsClassifier,centroid,0.04564098518660102
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Elevators,KNeighborsClassifier,centroid,0.056437563146828275
Encoded,encoded,GNN,KMeans,3,100,Elevators,KNeighborsClassifier,centroid,0.05621111950540416
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,KNeighborsClassifier,centroid,-0.04831836013944644
Original,original,,KMeans,1,100,Elevators,KNeighborsClassifier,centroid,0.0239764272068141
Decoded,decoded,MLP,KMeans,1,100,Elevators,KNeighborsClassifier,closest,0.05085282983756534
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Elevators,KNeighborsClassifier,closest,0.053560141064578314
Encoded,encoded,MLP,KMeans,4,100,Elevators,KNeighborsClassifier,closest,0.10782226753117767
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,KNeighborsClassifier,closest,0.005984928704133539
Original,original,,KMeans,2,100,Elevators,KNeighborsClassifier,closest,0.05203632402780426
Decoded,decoded,GNN,KMeans,3,100,Elevators,KNeighborsClassifier,closest,0.06029256639835264
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Elevators,KNeighborsClassifier,closest,0.055392018544308176
Encoded,encoded,GNN,KMeans,4,100,Elevators,KNeighborsClassifier,closest,0.0764790896136298
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,KNeighborsClassifier,closest,-0.03730423851119623
Original,original,,KMeans,1,100,Elevators,KNeighborsClassifier,closest,0.05203632402780426
Decoded,decoded,MLP,Agglo,2,100,Elevators,LogisticRegression,centroid,0.1908770815594423
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Elevators,LogisticRegression,centroid,0.1768701755977721
Encoded,encoded,MLP,Agglo,4,100,Elevators,LogisticRegression,centroid,0.2250749396295417
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,LogisticRegression,centroid,0.1012840936056169
Original,original,,Agglo,3,100,Elevators,LogisticRegression,centroid,0.1929381394732066
Decoded,decoded,GNN,Agglo,2,100,Elevators,LogisticRegression,centroid,0.2030445205957483
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Elevators,LogisticRegression,centroid,0.2700731773705001
Encoded,encoded,GNN,Agglo,3,100,Elevators,LogisticRegression,centroid,0.2157947264834383
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,LogisticRegression,centroid,0.1196534631007384
Original,original,,Agglo,1,100,Elevators,LogisticRegression,centroid,0.1929381394732066
Decoded,decoded,MLP,Agglo,1,100,Elevators,LogisticRegression,closest,0.1565357127901621
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Elevators,LogisticRegression,closest,0.1603860743149872
Encoded,encoded,MLP,Agglo,4,100,Elevators,LogisticRegression,closest,0.2117694476626513
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,LogisticRegression,closest,0.100326192403791
Original,original,,Agglo,3,100,Elevators,LogisticRegression,closest,0.1892805795563993
Decoded,decoded,GNN,Agglo,3,100,Elevators,LogisticRegression,closest,0.2135146947976716
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Elevators,LogisticRegression,closest,0.1596336246004383
Encoded,encoded,GNN,Agglo,4,100,Elevators,LogisticRegression,closest,0.2204433390097848
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,LogisticRegression,closest,0.1086162253458216
Original,original,,Agglo,2,100,Elevators,LogisticRegression,closest,0.1892805795563993
Decoded,decoded,MLP,KIP,4,100,Elevators,LogisticRegression,centroid,0.2817644575033849
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Elevators,LogisticRegression,centroid,0.22850628480897806
Encoded,encoded,MLP,KIP,1,100,Elevators,LogisticRegression,centroid,0.21902855906533963
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Elevators,LogisticRegression,centroid,0.10695446741391094
Original,original,,KIP,3,100,Elevators,LogisticRegression,centroid,0.236369536996971
Decoded,decoded,GNN,KIP,3,100,Elevators,LogisticRegression,centroid,0.2502519506986223
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Elevators,LogisticRegression,centroid,0.25057927722951934
Encoded,encoded,GNN,KIP,2,100,Elevators,LogisticRegression,centroid,0.23934923786658474
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Elevators,LogisticRegression,centroid,0.11437628243603519
Original,original,,KIP,1,100,Elevators,LogisticRegression,centroid,0.236369536996971
Decoded,decoded,MLP,KMeans,3,100,Elevators,LogisticRegression,centroid,0.20749370123253447
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Elevators,LogisticRegression,centroid,0.17722323808992058
Encoded,encoded,MLP,KMeans,4,100,Elevators,LogisticRegression,centroid,0.21814603369578872
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,LogisticRegression,centroid,0.09648298460378826
Original,original,,KMeans,2,100,Elevators,LogisticRegression,centroid,0.195327483563881
Decoded,decoded,GNN,KMeans,3,100,Elevators,LogisticRegression,centroid,0.21474391409946816
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Elevators,LogisticRegression,centroid,0.22312249619631216
Encoded,encoded,GNN,KMeans,2,100,Elevators,LogisticRegression,centroid,0.21435089543697045
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,LogisticRegression,centroid,0.11480716349576361
Original,original,,KMeans,1,100,Elevators,LogisticRegression,centroid,0.195327483563881
Decoded,decoded,MLP,KMeans,1,100,Elevators,LogisticRegression,closest,0.17502346770703922
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Elevators,LogisticRegression,closest,0.18524971734062895
Encoded,encoded,MLP,KMeans,4,100,Elevators,LogisticRegression,closest,0.1990266572214235
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,LogisticRegression,closest,0.1031087296380564
Original,original,,KMeans,2,100,Elevators,LogisticRegression,closest,0.17979735765832414
Decoded,decoded,GNN,KMeans,3,100,Elevators,LogisticRegression,closest,0.20730334235982184
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Elevators,LogisticRegression,closest,0.18028346198405934
Encoded,encoded,GNN,KMeans,4,100,Elevators,LogisticRegression,closest,0.22646546670202813
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,LogisticRegression,closest,0.11035048017196854
Original,original,,KMeans,1,100,Elevators,LogisticRegression,closest,0.17979735765832414
Decoded,decoded,MLP,Agglo,3,100,Elevators,MLPClassifier,centroid,0.1882802897811328
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Elevators,MLPClassifier,centroid,0.1639909707020371
Encoded,encoded,MLP,Agglo,4,100,Elevators,MLPClassifier,centroid,0.2075548393335402
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,MLPClassifier,centroid,0.0998210854847341
Original,original,,Agglo,2,100,Elevators,MLPClassifier,centroid,0.1882172824683465
Decoded,decoded,GNN,Agglo,3,100,Elevators,MLPClassifier,centroid,0.2105472491401034
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Elevators,MLPClassifier,centroid,0.251666521545657
Encoded,encoded,GNN,Agglo,1,100,Elevators,MLPClassifier,centroid,0.1799961408020919
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,MLPClassifier,centroid,0.1153143211684007
Original,original,,Agglo,2,100,Elevators,MLPClassifier,centroid,0.1882172824683465
Decoded,decoded,MLP,Agglo,1,100,Elevators,MLPClassifier,closest,0.1645046553215583
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Elevators,MLPClassifier,closest,0.1745989518908538
Encoded,encoded,MLP,Agglo,3,100,Elevators,MLPClassifier,closest,0.1915811728898786
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,MLPClassifier,closest,0.0939093368524085
Original,original,,Agglo,4,100,Elevators,MLPClassifier,closest,0.1920462893724603
Decoded,decoded,GNN,Agglo,4,100,Elevators,MLPClassifier,closest,0.2183903469296406
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Elevators,MLPClassifier,closest,0.1554827957219785
Encoded,encoded,GNN,Agglo,3,100,Elevators,MLPClassifier,closest,0.1977817050391411
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,MLPClassifier,closest,0.097513442653938
Original,original,,Agglo,2,100,Elevators,MLPClassifier,closest,0.1920462893724603
Decoded,decoded,MLP,KIP,4,100,Elevators,MLPClassifier,centroid,0.2887901677088398
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Elevators,MLPClassifier,centroid,0.2345598611038794
Encoded,encoded,MLP,KIP,2,100,Elevators,MLPClassifier,centroid,0.23288736699003126
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Elevators,MLPClassifier,centroid,0.10801439892117481
Original,original,,KIP,1,100,Elevators,MLPClassifier,centroid,0.16935936877173813
Decoded,decoded,GNN,KIP,4,100,Elevators,MLPClassifier,centroid,0.2545140145328117
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Elevators,MLPClassifier,centroid,0.2524481622648328
Encoded,encoded,GNN,KIP,2,100,Elevators,MLPClassifier,centroid,0.22709638237387927
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Elevators,MLPClassifier,centroid,0.10561495793605546
Original,original,,KIP,1,100,Elevators,MLPClassifier,centroid,0.16935936877173813
Decoded,decoded,MLP,KMeans,3,100,Elevators,MLPClassifier,centroid,0.19942409565910246
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Elevators,MLPClassifier,centroid,0.17395303942463822
Encoded,encoded,MLP,KMeans,4,100,Elevators,MLPClassifier,centroid,0.20417764736819768
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,MLPClassifier,centroid,0.09918987472483527
Original,original,,KMeans,2,100,Elevators,MLPClassifier,centroid,0.19744899142356714
Decoded,decoded,GNN,KMeans,3,100,Elevators,MLPClassifier,centroid,0.2094040164536596
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Elevators,MLPClassifier,centroid,0.21868980668568846
Encoded,encoded,GNN,KMeans,1,100,Elevators,MLPClassifier,centroid,0.18338322141513547
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,MLPClassifier,centroid,0.10607237352485226
Original,original,,KMeans,2,100,Elevators,MLPClassifier,centroid,0.19744899142356714
Decoded,decoded,MLP,KMeans,1,100,Elevators,MLPClassifier,closest,0.17548297949330752
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Elevators,MLPClassifier,closest,0.18424090846043822
Encoded,encoded,MLP,KMeans,4,100,Elevators,MLPClassifier,closest,0.19253337090436062
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,MLPClassifier,closest,0.09762318039037407
Original,original,,KMeans,3,100,Elevators,MLPClassifier,closest,0.18476798213392642
Decoded,decoded,GNN,KMeans,4,100,Elevators,MLPClassifier,closest,0.21331370772220254
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Elevators,MLPClassifier,closest,0.17179363879920315
Encoded,encoded,GNN,KMeans,3,100,Elevators,MLPClassifier,closest,0.201749240521228
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,MLPClassifier,closest,0.0991893496638954
Original,original,,KMeans,2,100,Elevators,MLPClassifier,closest,0.18476798213392642
Decoded,decoded,MLP,Agglo,1,100,Elevators,XGBClassifier,centroid,0.2018643913534091
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Elevators,XGBClassifier,centroid,0.2031253451717486
Encoded,encoded,MLP,Agglo,3,100,Elevators,XGBClassifier,centroid,0.2138668690790618
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,XGBClassifier,centroid,0.1445404764408407
Original,original,,Agglo,4,100,Elevators,XGBClassifier,centroid,0.3176777419118252
Decoded,decoded,GNN,Agglo,1,100,Elevators,XGBClassifier,centroid,0.1873647479020185
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Elevators,XGBClassifier,centroid,0.2548659827884664
Encoded,encoded,GNN,Agglo,2,100,Elevators,XGBClassifier,centroid,0.2202078673974956
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,XGBClassifier,centroid,0.1100484853090485
Original,original,,Agglo,4,100,Elevators,XGBClassifier,centroid,0.3176777419118252
Decoded,decoded,MLP,Agglo,2,100,Elevators,XGBClassifier,closest,0.1854096951178025
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Elevators,XGBClassifier,closest,0.2152612524885501
Encoded,encoded,MLP,Agglo,4,100,Elevators,XGBClassifier,closest,0.216601292057935
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Elevators,XGBClassifier,closest,0.1431341638957199
Original,original,,Agglo,1,100,Elevators,XGBClassifier,closest,0.1764942126019388
Decoded,decoded,GNN,Agglo,4,100,Elevators,XGBClassifier,closest,0.2234163630628011
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Elevators,XGBClassifier,closest,0.2162787635760192
Encoded,encoded,GNN,Agglo,3,100,Elevators,XGBClassifier,closest,0.2184299843684141
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Elevators,XGBClassifier,closest,0.1043052692317547
Original,original,,Agglo,1,100,Elevators,XGBClassifier,closest,0.1764942126019388
Decoded,decoded,MLP,KIP,3,100,Elevators,XGBClassifier,centroid,0.28731252479713837
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Elevators,XGBClassifier,centroid,0.24047458519744486
Encoded,encoded,MLP,KIP,2,100,Elevators,XGBClassifier,centroid,0.2746213383076355
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Elevators,XGBClassifier,centroid,0.166000726351814
Original,original,,KIP,4,100,Elevators,XGBClassifier,centroid,0.29515632911336476
Decoded,decoded,GNN,KIP,1,100,Elevators,XGBClassifier,centroid,0.25924512429717506
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Elevators,XGBClassifier,centroid,0.27277479647569153
Encoded,encoded,GNN,KIP,2,100,Elevators,XGBClassifier,centroid,0.2600404000060087
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Elevators,XGBClassifier,centroid,0.11493483599205781
Original,original,,KIP,4,100,Elevators,XGBClassifier,centroid,0.29515632911336476
Decoded,decoded,MLP,KMeans,3,100,Elevators,XGBClassifier,centroid,0.21704037261317874
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Elevators,XGBClassifier,centroid,0.185183483360623
Encoded,encoded,MLP,KMeans,2,100,Elevators,XGBClassifier,centroid,0.20550551700432013
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,XGBClassifier,centroid,0.12840424394463817
Original,original,,KMeans,4,100,Elevators,XGBClassifier,centroid,0.40478976886636986
Decoded,decoded,GNN,KMeans,1,100,Elevators,XGBClassifier,centroid,0.20766778329267113
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Elevators,XGBClassifier,centroid,0.23989659648505804
Encoded,encoded,GNN,KMeans,2,100,Elevators,XGBClassifier,centroid,0.22288997890752088
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,XGBClassifier,centroid,0.11414433193747713
Original,original,,KMeans,4,100,Elevators,XGBClassifier,centroid,0.40478976886636986
Decoded,decoded,MLP,KMeans,1,100,Elevators,XGBClassifier,closest,0.18390238255765964
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Elevators,XGBClassifier,closest,0.19834980290417017
Encoded,encoded,MLP,KMeans,4,100,Elevators,XGBClassifier,closest,0.20985479149196373
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Elevators,XGBClassifier,closest,0.13182799423513475
Original,original,,KMeans,2,100,Elevators,XGBClassifier,closest,0.19266879506010076
Decoded,decoded,GNN,KMeans,4,100,Elevators,XGBClassifier,closest,0.23869776253597513
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Elevators,XGBClassifier,closest,0.20110154522070228
Encoded,encoded,GNN,KMeans,3,100,Elevators,XGBClassifier,closest,0.2230438205751964
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Elevators,XGBClassifier,closest,0.10124690394748351
Original,original,,KMeans,1,100,Elevators,XGBClassifier,closest,0.19266879506010076
Decoded,decoded,MLP,Agglo,3,100,Higgs,GaussianNB,centroid,0.1326442338931515
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Higgs,GaussianNB,centroid,0.1454515384888875
Encoded,encoded,MLP,Agglo,1,100,Higgs,GaussianNB,centroid,0.0692779196068328
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,GaussianNB,centroid,0.0211322584866668
Original,original,,Agglo,2,100,Higgs,GaussianNB,centroid,0.1253783794888225
Decoded,decoded,GNN,Agglo,4,100,Higgs,GaussianNB,centroid,0.1387285468382355
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Higgs,GaussianNB,centroid,0.1311228727357626
Encoded,encoded,GNN,Agglo,1,100,Higgs,GaussianNB,centroid,0.0328204214474702
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,GaussianNB,centroid,-0.019145083426679
Original,original,,Agglo,2,100,Higgs,GaussianNB,centroid,0.1253783794888225
Decoded,decoded,MLP,Agglo,3,100,Higgs,GaussianNB,closest,0.1298038316132724
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Higgs,GaussianNB,closest,0.1371236296440596
Encoded,encoded,MLP,Agglo,1,100,Higgs,GaussianNB,closest,0.0850727140280179
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,GaussianNB,closest,0.0251094692535002
Original,original,,Agglo,2,100,Higgs,GaussianNB,closest,0.0964507325723657
Decoded,decoded,GNN,Agglo,4,100,Higgs,GaussianNB,closest,0.1278288850327089
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Higgs,GaussianNB,closest,0.1176485030156404
Encoded,encoded,GNN,Agglo,1,100,Higgs,GaussianNB,closest,0.0585286146575709
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,GaussianNB,closest,-0.0136248208834262
Original,original,,Agglo,2,100,Higgs,GaussianNB,closest,0.0964507325723657
Decoded,decoded,MLP,KIP,4,100,Higgs,GaussianNB,centroid,0.1522529244377107
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Higgs,GaussianNB,centroid,0.1409499994451602
Encoded,encoded,MLP,KIP,1,100,Higgs,GaussianNB,centroid,0.13862568929407945
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Higgs,GaussianNB,centroid,0.08695213386494412
Original,original,,KIP,3,100,Higgs,GaussianNB,centroid,0.15211390328756536
Decoded,decoded,GNN,KIP,3,100,Higgs,GaussianNB,centroid,0.15197097153885858
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Higgs,GaussianNB,centroid,0.14125964717787598
Encoded,encoded,GNN,KIP,1,100,Higgs,GaussianNB,centroid,0.11039026862008397
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Higgs,GaussianNB,centroid,0.013733330562802102
Original,original,,KIP,4,100,Higgs,GaussianNB,centroid,0.15211390328756536
Decoded,decoded,MLP,KMeans,4,100,Higgs,GaussianNB,centroid,0.142648940757481
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Higgs,GaussianNB,centroid,0.13358214254716452
Encoded,encoded,MLP,KMeans,1,100,Higgs,GaussianNB,centroid,0.0555903216709371
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,GaussianNB,centroid,0.005374463860552301
Original,original,,KMeans,3,100,Higgs,GaussianNB,centroid,0.13942914754578345
Decoded,decoded,GNN,KMeans,2,100,Higgs,GaussianNB,centroid,0.1267280955476169
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Higgs,GaussianNB,centroid,0.12716596941805045
Encoded,encoded,GNN,KMeans,1,100,Higgs,GaussianNB,centroid,0.0275557938519795
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,GaussianNB,centroid,-0.0295383793027232
Original,original,,KMeans,4,100,Higgs,GaussianNB,centroid,0.13942914754578345
Decoded,decoded,MLP,KMeans,3,100,Higgs,GaussianNB,closest,0.13048021427313772
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Higgs,GaussianNB,closest,0.1309265694899689
Encoded,encoded,MLP,KMeans,1,100,Higgs,GaussianNB,closest,0.07966066566875155
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,GaussianNB,closest,0.0032199503900963203
Original,original,,KMeans,2,100,Higgs,GaussianNB,closest,0.10043372121713796
Decoded,decoded,GNN,KMeans,3,100,Higgs,GaussianNB,closest,0.11279094232442391
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,GaussianNB,closest,0.12059281907851516
Encoded,encoded,GNN,KMeans,1,100,Higgs,GaussianNB,closest,0.03794268942362582
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,GaussianNB,closest,-0.021706582068641858
Original,original,,KMeans,2,100,Higgs,GaussianNB,closest,0.10043372121713796
Decoded,decoded,MLP,Agglo,4,100,Higgs,KNeighborsClassifier,centroid,0.1152945953057081
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Higgs,KNeighborsClassifier,centroid,0.0988146487702162
Encoded,encoded,MLP,Agglo,3,100,Higgs,KNeighborsClassifier,centroid,0.1053826328727043
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,KNeighborsClassifier,centroid,0.0344561067315991
Original,original,,Agglo,1,100,Higgs,KNeighborsClassifier,centroid,0.0583561687446051
Decoded,decoded,GNN,Agglo,3,100,Higgs,KNeighborsClassifier,centroid,0.1038561240267369
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,KNeighborsClassifier,centroid,0.1214147060199613
Encoded,encoded,GNN,Agglo,2,100,Higgs,KNeighborsClassifier,centroid,0.0689171368083753
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,KNeighborsClassifier,centroid,0.0246132221539296
Original,original,,Agglo,1,100,Higgs,KNeighborsClassifier,centroid,0.0583561687446051
Decoded,decoded,MLP,Agglo,2,100,Higgs,KNeighborsClassifier,closest,0.110329326183428
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Higgs,KNeighborsClassifier,closest,0.1057169068670122
Encoded,encoded,MLP,Agglo,4,100,Higgs,KNeighborsClassifier,closest,0.1325325557710046
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,KNeighborsClassifier,closest,0.0528061391154307
Original,original,,Agglo,3,100,Higgs,KNeighborsClassifier,closest,0.1260646092097786
Decoded,decoded,GNN,Agglo,2,100,Higgs,KNeighborsClassifier,closest,0.1133039630119647
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,KNeighborsClassifier,closest,0.136742982443502
Encoded,encoded,GNN,Agglo,1,100,Higgs,KNeighborsClassifier,closest,0.1117924054289574
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,KNeighborsClassifier,closest,0.0713170410478012
Original,original,,Agglo,3,100,Higgs,KNeighborsClassifier,closest,0.1260646092097786
Decoded,decoded,MLP,KIP,4,100,Higgs,KNeighborsClassifier,centroid,0.1747523851870618
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Higgs,KNeighborsClassifier,centroid,0.16674529218709516
Encoded,encoded,MLP,KIP,3,100,Higgs,KNeighborsClassifier,centroid,0.17011127152759098
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Higgs,KNeighborsClassifier,centroid,0.15195334021937143
Original,original,,KIP,1,100,Higgs,KNeighborsClassifier,centroid,0.1537394815222173
Decoded,decoded,GNN,KIP,4,100,Higgs,KNeighborsClassifier,centroid,0.18231263779514348
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Higgs,KNeighborsClassifier,centroid,0.16651423325498563
Encoded,encoded,GNN,KIP,2,100,Higgs,KNeighborsClassifier,centroid,0.15624469702111327
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Higgs,KNeighborsClassifier,centroid,0.12311824386029398
Original,original,,KIP,1,100,Higgs,KNeighborsClassifier,centroid,0.1537394815222173
Decoded,decoded,MLP,KMeans,4,100,Higgs,KNeighborsClassifier,centroid,0.11517484022008129
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Higgs,KNeighborsClassifier,centroid,0.0981149357045853
Encoded,encoded,MLP,KMeans,3,100,Higgs,KNeighborsClassifier,centroid,0.10732205633569428
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,KNeighborsClassifier,centroid,0.03838047194703576
Original,original,,KMeans,1,100,Higgs,KNeighborsClassifier,centroid,0.048129299488627424
Decoded,decoded,GNN,KMeans,4,100,Higgs,KNeighborsClassifier,centroid,0.1318661764706325
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Higgs,KNeighborsClassifier,centroid,0.11985320215729492
Encoded,encoded,GNN,KMeans,2,100,Higgs,KNeighborsClassifier,centroid,0.07393905762521799
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,KNeighborsClassifier,centroid,0.020533079880731643
Original,original,,KMeans,1,100,Higgs,KNeighborsClassifier,centroid,0.048129299488627424
Decoded,decoded,MLP,KMeans,1,100,Higgs,KNeighborsClassifier,closest,0.1049948484592843
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Higgs,KNeighborsClassifier,closest,0.11093123684609771
Encoded,encoded,MLP,KMeans,4,100,Higgs,KNeighborsClassifier,closest,0.12193519723932625
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,KNeighborsClassifier,closest,0.06356004190098984
Original,original,,KMeans,3,100,Higgs,KNeighborsClassifier,closest,0.11795091823559012
Decoded,decoded,GNN,KMeans,2,100,Higgs,KNeighborsClassifier,closest,0.10292071260679306
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,KNeighborsClassifier,closest,0.12973691123398928
Encoded,encoded,GNN,KMeans,1,100,Higgs,KNeighborsClassifier,closest,0.08726477699013305
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,KNeighborsClassifier,closest,0.047382141081869056
Original,original,,KMeans,3,100,Higgs,KNeighborsClassifier,closest,0.11795091823559012
Decoded,decoded,MLP,Agglo,3,100,Higgs,LogisticRegression,centroid,0.1417872274308736
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Higgs,LogisticRegression,centroid,0.1467207783825541
Encoded,encoded,MLP,Agglo,2,100,Higgs,LogisticRegression,centroid,0.1303046015835845
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,LogisticRegression,centroid,0.0643163544092739
Original,original,,Agglo,1,100,Higgs,LogisticRegression,centroid,0.0669561030672579
Decoded,decoded,GNN,Agglo,3,100,Higgs,LogisticRegression,centroid,0.1463181985548057
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,LogisticRegression,centroid,0.1552861339580776
Encoded,encoded,GNN,Agglo,2,100,Higgs,LogisticRegression,centroid,0.0916737870161874
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,LogisticRegression,centroid,0.0424803022286237
Original,original,,Agglo,1,100,Higgs,LogisticRegression,centroid,0.0669561030672579
Decoded,decoded,MLP,Agglo,4,100,Higgs,LogisticRegression,closest,0.1318149742994049
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Higgs,LogisticRegression,closest,0.1311551032954969
Encoded,encoded,MLP,Agglo,2,100,Higgs,LogisticRegression,closest,0.1271760585003094
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,LogisticRegression,closest,0.0536496209351154
Original,original,,Agglo,1,100,Higgs,LogisticRegression,closest,0.1222604444191955
Decoded,decoded,GNN,Agglo,3,100,Higgs,LogisticRegression,closest,0.1451578300526797
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,LogisticRegression,closest,0.1555136969766257
Encoded,encoded,GNN,Agglo,1,100,Higgs,LogisticRegression,closest,0.111587977027397
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,LogisticRegression,closest,0.0643023577692908
Original,original,,Agglo,2,100,Higgs,LogisticRegression,closest,0.1222604444191955
Decoded,decoded,MLP,KIP,4,100,Higgs,LogisticRegression,centroid,0.1963787340227325
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Higgs,LogisticRegression,centroid,0.19602092580010638
Encoded,encoded,MLP,KIP,2,100,Higgs,LogisticRegression,centroid,0.18305713199084375
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Higgs,LogisticRegression,centroid,0.10512778079568068
Original,original,,KIP,1,100,Higgs,LogisticRegression,centroid,0.1385568029227806
Decoded,decoded,GNN,KIP,4,100,Higgs,LogisticRegression,centroid,0.19133844398882827
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Higgs,LogisticRegression,centroid,0.18565347342205668
Encoded,encoded,GNN,KIP,1,100,Higgs,LogisticRegression,centroid,0.1322936887915318
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Higgs,LogisticRegression,centroid,0.05920221739710603
Original,original,,KIP,2,100,Higgs,LogisticRegression,centroid,0.1385568029227806
Decoded,decoded,MLP,KMeans,3,100,Higgs,LogisticRegression,centroid,0.1414750376688984
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Higgs,LogisticRegression,centroid,0.1468693662421391
Encoded,encoded,MLP,KMeans,2,100,Higgs,LogisticRegression,centroid,0.12676258716951533
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,LogisticRegression,centroid,0.06496803914307384
Original,original,,KMeans,1,100,Higgs,LogisticRegression,centroid,0.0699614227902113
Decoded,decoded,GNN,KMeans,3,100,Higgs,LogisticRegression,centroid,0.1405420145904974
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,LogisticRegression,centroid,0.15850853686241548
Encoded,encoded,GNN,KMeans,2,100,Higgs,LogisticRegression,centroid,0.08338844657350192
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,LogisticRegression,centroid,0.035934114875129035
Original,original,,KMeans,1,100,Higgs,LogisticRegression,centroid,0.0699614227902113
Decoded,decoded,MLP,KMeans,2,100,Higgs,LogisticRegression,closest,0.12286291155634924
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Higgs,LogisticRegression,closest,0.1395093154402169
Encoded,encoded,MLP,KMeans,1,100,Higgs,LogisticRegression,closest,0.11250552734958157
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,LogisticRegression,closest,0.05050382905139063
Original,original,,KMeans,3,100,Higgs,LogisticRegression,closest,0.13310311801031763
Decoded,decoded,GNN,KMeans,2,100,Higgs,LogisticRegression,closest,0.12364016614599749
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,LogisticRegression,closest,0.1522056087594501
Encoded,encoded,GNN,KMeans,1,100,Higgs,LogisticRegression,closest,0.09357950600211787
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,LogisticRegression,closest,0.054477110524232396
Original,original,,KMeans,3,100,Higgs,LogisticRegression,closest,0.13310311801031763
Decoded,decoded,MLP,Agglo,3,100,Higgs,MLPClassifier,centroid,0.2380698786320803
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Higgs,MLPClassifier,centroid,0.2536247860614229
Encoded,encoded,MLP,Agglo,1,100,Higgs,MLPClassifier,centroid,0.2195010191822357
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,MLPClassifier,centroid,0.1626142033469978
Original,original,,Agglo,2,100,Higgs,MLPClassifier,centroid,0.2216763992499421
Decoded,decoded,GNN,Agglo,3,100,Higgs,MLPClassifier,centroid,0.2329503189008674
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,MLPClassifier,centroid,0.237310309011757
Encoded,encoded,GNN,Agglo,1,100,Higgs,MLPClassifier,centroid,0.1994584142411952
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,MLPClassifier,centroid,0.1587746639154735
Original,original,,Agglo,2,100,Higgs,MLPClassifier,centroid,0.2216763992499421
Decoded,decoded,MLP,Agglo,4,100,Higgs,MLPClassifier,closest,0.2374378599723029
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Higgs,MLPClassifier,closest,0.2275678613088241
Encoded,encoded,MLP,Agglo,1,100,Higgs,MLPClassifier,closest,0.2163428813866281
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,MLPClassifier,closest,0.1646890705461627
Original,original,,Agglo,2,100,Higgs,MLPClassifier,closest,0.2247274797593678
Decoded,decoded,GNN,Agglo,3,100,Higgs,MLPClassifier,closest,0.2349455580065109
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,MLPClassifier,closest,0.2481921893653057
Encoded,encoded,GNN,Agglo,1,100,Higgs,MLPClassifier,closest,0.2056170241213677
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,MLPClassifier,closest,0.1781083337344288
Original,original,,Agglo,2,100,Higgs,MLPClassifier,closest,0.2247274797593678
Decoded,decoded,MLP,KIP,4,100,Higgs,MLPClassifier,centroid,0.28367758099968354
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Higgs,MLPClassifier,centroid,0.2768946910380432
Encoded,encoded,MLP,KIP,2,100,Higgs,MLPClassifier,centroid,0.27375817850136386
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Higgs,MLPClassifier,centroid,0.2258319010792762
Original,original,,KIP,1,100,Higgs,MLPClassifier,centroid,0.22802919842773361
Decoded,decoded,GNN,KIP,4,100,Higgs,MLPClassifier,centroid,0.2846483084714123
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Higgs,MLPClassifier,centroid,0.27108487515206653
Encoded,encoded,GNN,KIP,2,100,Higgs,MLPClassifier,centroid,0.23906324300976678
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Higgs,MLPClassifier,centroid,0.18137099969864395
Original,original,,KIP,1,100,Higgs,MLPClassifier,centroid,0.22802919842773361
Decoded,decoded,MLP,KMeans,3,100,Higgs,MLPClassifier,centroid,0.23730144406355874
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Higgs,MLPClassifier,centroid,0.24536022951663777
Encoded,encoded,MLP,KMeans,1,100,Higgs,MLPClassifier,centroid,0.21090778164631377
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,MLPClassifier,centroid,0.16163769801491387
Original,original,,KMeans,2,100,Higgs,MLPClassifier,centroid,0.2294633123858084
Decoded,decoded,GNN,KMeans,3,100,Higgs,MLPClassifier,centroid,0.2417791450424942
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,MLPClassifier,centroid,0.24836428929788515
Encoded,encoded,GNN,KMeans,1,100,Higgs,MLPClassifier,centroid,0.1863125721287385
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,MLPClassifier,centroid,0.14232979912183827
Original,original,,KMeans,2,100,Higgs,MLPClassifier,centroid,0.2294633123858084
Decoded,decoded,MLP,KMeans,2,100,Higgs,MLPClassifier,closest,0.22334522574825252
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Higgs,MLPClassifier,closest,0.23556972857979522
Encoded,encoded,MLP,KMeans,1,100,Higgs,MLPClassifier,closest,0.21350660378672
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,MLPClassifier,closest,0.1621646409651655
Original,original,,KMeans,3,100,Higgs,MLPClassifier,closest,0.23023959504082286
Decoded,decoded,GNN,KMeans,2,100,Higgs,MLPClassifier,closest,0.21678378740727858
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,MLPClassifier,closest,0.24067322189606752
Encoded,encoded,GNN,KMeans,1,100,Higgs,MLPClassifier,closest,0.18692242841802034
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,MLPClassifier,closest,0.1623696089968587
Original,original,,KMeans,3,100,Higgs,MLPClassifier,closest,0.23023959504082286
Decoded,decoded,MLP,Agglo,1,100,Higgs,XGBClassifier,centroid,0.2461006985352459
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Higgs,XGBClassifier,centroid,0.2478605343701223
Encoded,encoded,MLP,Agglo,3,100,Higgs,XGBClassifier,centroid,0.2527598988584521
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,XGBClassifier,centroid,0.1881298893310118
Original,original,,Agglo,4,100,Higgs,XGBClassifier,centroid,0.2596977270249813
Decoded,decoded,GNN,Agglo,1,100,Higgs,XGBClassifier,centroid,0.2378253643409324
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Higgs,XGBClassifier,centroid,0.251342561257581
Encoded,encoded,GNN,Agglo,2,100,Higgs,XGBClassifier,centroid,0.2379261096819608
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,XGBClassifier,centroid,0.1863173969908397
Original,original,,Agglo,4,100,Higgs,XGBClassifier,centroid,0.2596977270249813
Decoded,decoded,MLP,Agglo,2,100,Higgs,XGBClassifier,closest,0.2282368764694807
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Higgs,XGBClassifier,closest,0.2207937306117824
Encoded,encoded,MLP,Agglo,4,100,Higgs,XGBClassifier,closest,0.2597274681992685
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Higgs,XGBClassifier,closest,0.2040023870949066
Original,original,,Agglo,3,100,Higgs,XGBClassifier,closest,0.2313776881761818
Decoded,decoded,GNN,Agglo,2,100,Higgs,XGBClassifier,closest,0.2266874357062017
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Higgs,XGBClassifier,closest,0.2509156894419909
Encoded,encoded,GNN,Agglo,1,100,Higgs,XGBClassifier,closest,0.2257571964403791
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Higgs,XGBClassifier,closest,0.2177996745355808
Original,original,,Agglo,3,100,Higgs,XGBClassifier,closest,0.2313776881761818
Decoded,decoded,MLP,KIP,4,100,Higgs,XGBClassifier,centroid,0.30330934844913754
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Higgs,XGBClassifier,centroid,0.28601813765128986
Encoded,encoded,MLP,KIP,3,100,Higgs,XGBClassifier,centroid,0.29712592993133297
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Higgs,XGBClassifier,centroid,0.26790111785757603
Original,original,,KIP,1,100,Higgs,XGBClassifier,centroid,0.27299266832580843
Decoded,decoded,GNN,KIP,3,100,Higgs,XGBClassifier,centroid,0.28767830590986637
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Higgs,XGBClassifier,centroid,0.2882149198358595
Encoded,encoded,GNN,KIP,2,100,Higgs,XGBClassifier,centroid,0.2784437816362439
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Higgs,XGBClassifier,centroid,0.2364903577008753
Original,original,,KIP,1,100,Higgs,XGBClassifier,centroid,0.27299266832580843
Decoded,decoded,MLP,KMeans,3,100,Higgs,XGBClassifier,centroid,0.2516659214693402
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Higgs,XGBClassifier,centroid,0.23594894002352187
Encoded,encoded,MLP,KMeans,2,100,Higgs,XGBClassifier,centroid,0.2418194937051354
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,XGBClassifier,centroid,0.1880156719308801
Original,original,,KMeans,4,100,Higgs,XGBClassifier,centroid,0.3083178443145242
Decoded,decoded,GNN,KMeans,3,100,Higgs,XGBClassifier,centroid,0.25353404699834303
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Higgs,XGBClassifier,centroid,0.25194126982856146
Encoded,encoded,GNN,KMeans,1,100,Higgs,XGBClassifier,centroid,0.23086878820034426
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,XGBClassifier,centroid,0.18259395080424842
Original,original,,KMeans,4,100,Higgs,XGBClassifier,centroid,0.3083178443145242
Decoded,decoded,MLP,KMeans,1,100,Higgs,XGBClassifier,closest,0.21950490875643802
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Higgs,XGBClassifier,closest,0.23282265761180052
Encoded,encoded,MLP,KMeans,4,100,Higgs,XGBClassifier,closest,0.25149516761089113
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Higgs,XGBClassifier,closest,0.20841198962964508
Original,original,,KMeans,3,100,Higgs,XGBClassifier,closest,0.23517122499560164
Decoded,decoded,GNN,KMeans,1,100,Higgs,XGBClassifier,closest,0.2240969409341818
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Higgs,XGBClassifier,closest,0.2510192934256556
Encoded,encoded,GNN,KMeans,2,100,Higgs,XGBClassifier,closest,0.23331124942082973
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Higgs,XGBClassifier,closest,0.20932740193213442
Original,original,,KMeans,3,100,Higgs,XGBClassifier,closest,0.23517122499560164
Decoded,decoded,MLP,Agglo,3,100,HomeEquityCredit,GaussianNB,centroid,0.1464354527938342
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,GaussianNB,centroid,0.174373795761079
Encoded,encoded,MLP,Agglo,1,100,HomeEquityCredit,GaussianNB,centroid,0.0105973025048167
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,HomeEquityCredit,GaussianNB,centroid,0.0057803468208092
Original,original,,Agglo,2,100,HomeEquityCredit,GaussianNB,centroid,0.0741811175337187
Decoded,decoded,GNN,Agglo,4,100,HomeEquityCredit,GaussianNB,centroid,0.1262042389210018
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,HomeEquityCredit,GaussianNB,centroid,0.1194605009633911
Encoded,encoded,GNN,Agglo,1,100,HomeEquityCredit,GaussianNB,centroid,0.0317919075144507
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,GaussianNB,centroid,0.0125240847784199
Original,original,,Agglo,2,100,HomeEquityCredit,GaussianNB,centroid,0.0741811175337187
Decoded,decoded,MLP,Agglo,4,100,HomeEquityCredit,GaussianNB,closest,0.1724470134874758
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,HomeEquityCredit,GaussianNB,closest,0.0963391136801541
Encoded,encoded,MLP,Agglo,1,100,HomeEquityCredit,GaussianNB,closest,0.0144508670520231
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,HomeEquityCredit,GaussianNB,closest,0.0125240847784199
Original,original,,Agglo,3,100,HomeEquityCredit,GaussianNB,closest,0.1560693641618497
Decoded,decoded,GNN,Agglo,3,100,HomeEquityCredit,GaussianNB,closest,0.1136801541425819
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,HomeEquityCredit,GaussianNB,closest,0.0520231213872831
Encoded,encoded,GNN,Agglo,1,100,HomeEquityCredit,GaussianNB,closest,0.0202312138728323
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,GaussianNB,closest,0.0105973025048167
Original,original,,Agglo,4,100,HomeEquityCredit,GaussianNB,closest,0.1560693641618497
Decoded,decoded,MLP,KIP,2,100,HomeEquityCredit,GaussianNB,centroid,0.1857418111753371
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,HomeEquityCredit,GaussianNB,centroid,0.21021194605009627
Encoded,encoded,MLP,KIP,1,100,HomeEquityCredit,GaussianNB,centroid,0.07707129094412321
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,HomeEquityCredit,GaussianNB,centroid,0.050674373795760966
Original,original,,KIP,4,100,HomeEquityCredit,GaussianNB,centroid,0.2529865125240847
Decoded,decoded,GNN,KIP,2,100,HomeEquityCredit,GaussianNB,centroid,0.2034682080924854
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,HomeEquityCredit,GaussianNB,centroid,0.2042389210019267
Encoded,encoded,GNN,KIP,1,100,HomeEquityCredit,GaussianNB,centroid,0.060693641618496975
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,HomeEquityCredit,GaussianNB,centroid,0.02061657032755284
Original,original,,KIP,4,100,HomeEquityCredit,GaussianNB,centroid,0.2529865125240847
Decoded,decoded,MLP,KMeans,4,100,HomeEquityCredit,GaussianNB,centroid,0.13930635838150285
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,HomeEquityCredit,GaussianNB,centroid,0.12369942196531784
Encoded,encoded,MLP,KMeans,1,100,HomeEquityCredit,GaussianNB,centroid,0.00443159922928696
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,GaussianNB,centroid,-0.0007707129094412601
Original,original,,KMeans,2,100,HomeEquityCredit,GaussianNB,centroid,0.0672447013487475
Decoded,decoded,GNN,KMeans,3,100,HomeEquityCredit,GaussianNB,centroid,0.15741811175337178
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,HomeEquityCredit,GaussianNB,centroid,0.16030828516377635
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,GaussianNB,centroid,0.03391136801541418
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,GaussianNB,centroid,0.0021194605009633
Original,original,,KMeans,2,100,HomeEquityCredit,GaussianNB,centroid,0.0672447013487475
Decoded,decoded,MLP,KMeans,3,100,HomeEquityCredit,GaussianNB,closest,0.0859344894026974
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,HomeEquityCredit,GaussianNB,closest,0.09903660886319836
Encoded,encoded,MLP,KMeans,1,100,HomeEquityCredit,GaussianNB,closest,0.010789980732177221
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,GaussianNB,closest,0.00443159922928698
Original,original,,KMeans,2,100,HomeEquityCredit,GaussianNB,closest,0.07842003853564541
Decoded,decoded,GNN,KMeans,4,100,HomeEquityCredit,GaussianNB,closest,0.0930635838150288
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,HomeEquityCredit,GaussianNB,closest,0.08323699421965307
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,GaussianNB,closest,0.029287090558766698
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,GaussianNB,closest,0.00462427745664732
Original,original,,KMeans,2,100,HomeEquityCredit,GaussianNB,closest,0.07842003853564541
Decoded,decoded,MLP,Agglo,1,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0292682926829268
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.055609756097561
Encoded,encoded,MLP,Agglo,2,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0341463414634147
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0390243902439023
Original,original,,Agglo,0,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170731
Decoded,decoded,GNN,Agglo,3,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0360975609756096
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0507317073170731
Encoded,encoded,GNN,Agglo,2,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0204878048780488
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0195121951219511
Original,original,,Agglo,0,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.0107317073170731
Decoded,decoded,MLP,Agglo,3,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0429268292682928
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0487804878048781
Encoded,encoded,MLP,Agglo,1,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0351219512195122
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0380487804878049
Original,original,,Agglo,0,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0214634146341462
Decoded,decoded,GNN,Agglo,4,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0478048780487804
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0380487804878049
Encoded,encoded,GNN,Agglo,3,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0409756097560976
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0234146341463414
Original,original,,Agglo,0,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0214634146341462
Decoded,decoded,MLP,KIP,3,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.17521951219512194
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.17053658536585367
Encoded,encoded,MLP,KIP,0,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.14029268292682928
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.14224390243902438
Original,original,,KIP,4,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.21717073170731704
Decoded,decoded,GNN,KIP,3,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.1586341463414634
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.1299512195121951
Encoded,encoded,GNN,KIP,1,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.12956097560975607
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.09873170731707319
Original,original,,KIP,4,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.21717073170731704
Decoded,decoded,MLP,KMeans,4,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.04253658536585364
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.02497560975609754
Encoded,encoded,MLP,KMeans,3,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.031414634146341436
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.011902439024390279
Original,original,,KMeans,0,100,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0003902439024390603
Decoded,decoded,GNN,KMeans,4,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.06926829268292686
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.04858536585365848
Encoded,encoded,GNN,KMeans,2,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.028878048780487758
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,HomeEquityCredit,KNeighborsClassifier,centroid,0.010341463414634159
Original,original,,KMeans,0,100,HomeEquityCredit,KNeighborsClassifier,centroid,-0.0003902439024390603
Decoded,decoded,MLP,KMeans,2,100,HomeEquityCredit,KNeighborsClassifier,closest,0.03141463414634136
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,HomeEquityCredit,KNeighborsClassifier,closest,0.04039024390243898
Encoded,encoded,MLP,KMeans,3,100,HomeEquityCredit,KNeighborsClassifier,closest,0.0398048780487804
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,KNeighborsClassifier,closest,0.023414634146341422
Original,original,,KMeans,1,100,HomeEquityCredit,KNeighborsClassifier,closest,0.025951219512195155
Decoded,decoded,GNN,KMeans,3,100,HomeEquityCredit,KNeighborsClassifier,closest,0.04585365853658534
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,HomeEquityCredit,KNeighborsClassifier,closest,0.04136585365853654
Encoded,encoded,GNN,KMeans,4,100,HomeEquityCredit,KNeighborsClassifier,closest,0.04878048780487798
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,HomeEquityCredit,KNeighborsClassifier,closest,0.03434146341463412
Original,original,,KMeans,0,100,HomeEquityCredit,KNeighborsClassifier,closest,0.025951219512195155
Decoded,decoded,MLP,Agglo,3,100,HomeEquityCredit,LogisticRegression,centroid,0.1208487084870849
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,LogisticRegression,centroid,0.1429889298892989
Encoded,encoded,MLP,Agglo,0,100,HomeEquityCredit,LogisticRegression,centroid,0.0857933579335792
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,HomeEquityCredit,LogisticRegression,centroid,0.0959409594095941
Original,original,,Agglo,2,100,HomeEquityCredit,LogisticRegression,centroid,0.1051660516605165
Decoded,decoded,GNN,Agglo,3,100,HomeEquityCredit,LogisticRegression,centroid,0.1402214022140222
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,HomeEquityCredit,LogisticRegression,centroid,0.1688191881918819
Encoded,encoded,GNN,Agglo,1,100,HomeEquityCredit,LogisticRegression,centroid,0.081180811808118
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,LogisticRegression,centroid,0.0498154981549814
Original,original,,Agglo,2,100,HomeEquityCredit,LogisticRegression,centroid,0.1051660516605165
Decoded,decoded,MLP,Agglo,1,100,HomeEquityCredit,LogisticRegression,closest,0.0876383763837638
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,LogisticRegression,closest,0.1605166051660516
Encoded,encoded,MLP,Agglo,0,100,HomeEquityCredit,LogisticRegression,closest,0.0636531365313652
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,HomeEquityCredit,LogisticRegression,closest,0.088560885608856
Original,original,,Agglo,3,100,HomeEquityCredit,LogisticRegression,closest,0.1088560885608856
Decoded,decoded,GNN,Agglo,3,100,HomeEquityCredit,LogisticRegression,closest,0.0987084870848708
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,HomeEquityCredit,LogisticRegression,closest,0.0977859778597787
Encoded,encoded,GNN,Agglo,1,100,HomeEquityCredit,LogisticRegression,closest,0.0821033210332103
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,LogisticRegression,closest,0.0396678966789668
Original,original,,Agglo,4,100,HomeEquityCredit,LogisticRegression,closest,0.1088560885608856
Decoded,decoded,MLP,KIP,4,100,HomeEquityCredit,LogisticRegression,centroid,0.19354243542435418
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,HomeEquityCredit,LogisticRegression,centroid,0.15332103321033214
Encoded,encoded,MLP,KIP,1,100,HomeEquityCredit,LogisticRegression,centroid,0.09907749077490768
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,HomeEquityCredit,LogisticRegression,centroid,0.058856088560885575
Original,original,,KIP,2,100,HomeEquityCredit,LogisticRegression,centroid,0.14335793357933577
Decoded,decoded,GNN,KIP,4,100,HomeEquityCredit,LogisticRegression,centroid,0.1649446494464944
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,HomeEquityCredit,LogisticRegression,centroid,0.13468634686346864
Encoded,encoded,GNN,KIP,1,100,HomeEquityCredit,LogisticRegression,centroid,0.0933579335793358
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,HomeEquityCredit,LogisticRegression,centroid,0.06254612546125464
Original,original,,KIP,3,100,HomeEquityCredit,LogisticRegression,centroid,0.14335793357933577
Decoded,decoded,MLP,KMeans,4,100,HomeEquityCredit,LogisticRegression,centroid,0.12730627306273062
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,HomeEquityCredit,LogisticRegression,centroid,0.12527675276752767
Encoded,encoded,MLP,KMeans,1,100,HomeEquityCredit,LogisticRegression,centroid,0.09704797047970479
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,LogisticRegression,centroid,0.08247232472324725
Original,original,,KMeans,2,100,HomeEquityCredit,LogisticRegression,centroid,0.10258302583025831
Decoded,decoded,GNN,KMeans,4,100,HomeEquityCredit,LogisticRegression,centroid,0.18431734317343174
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,HomeEquityCredit,LogisticRegression,centroid,0.13929889298892983
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,LogisticRegression,centroid,0.07601476014760142
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,LogisticRegression,centroid,0.05129151291512914
Original,original,,KMeans,2,100,HomeEquityCredit,LogisticRegression,centroid,0.10258302583025831
Decoded,decoded,MLP,KMeans,4,100,HomeEquityCredit,LogisticRegression,closest,0.12066420664206642
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,HomeEquityCredit,LogisticRegression,closest,0.10405904059040587
Encoded,encoded,MLP,KMeans,0,100,HomeEquityCredit,LogisticRegression,closest,0.06660516605166042
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,HomeEquityCredit,LogisticRegression,closest,0.07416974169741694
Original,original,,KMeans,2,100,HomeEquityCredit,LogisticRegression,closest,0.10110701107011064
Decoded,decoded,GNN,KMeans,2,100,HomeEquityCredit,LogisticRegression,closest,0.09963099630996314
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,HomeEquityCredit,LogisticRegression,closest,0.11476014760147601
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,LogisticRegression,closest,0.07749077490774903
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,LogisticRegression,closest,0.04944649446494466
Original,original,,KMeans,3,100,HomeEquityCredit,LogisticRegression,closest,0.10110701107011064
Decoded,decoded,MLP,Agglo,2,100,HomeEquityCredit,MLPClassifier,centroid,0.1103835360149672
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,MLPClassifier,centroid,0.1356407857811038
Encoded,encoded,MLP,Agglo,0,100,HomeEquityCredit,MLPClassifier,centroid,0.0757717492984096
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,HomeEquityCredit,MLPClassifier,centroid,0.1028999064546305
Original,original,,Agglo,3,100,HomeEquityCredit,MLPClassifier,centroid,0.1234798877455565
Decoded,decoded,GNN,Agglo,3,100,HomeEquityCredit,MLPClassifier,centroid,0.1253507951356408
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,HomeEquityCredit,MLPClassifier,centroid,0.1262862488306828
Encoded,encoded,GNN,Agglo,1,100,HomeEquityCredit,MLPClassifier,centroid,0.068288119738073
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,MLPClassifier,centroid,0.0346117867165576
Original,original,,Agglo,2,100,HomeEquityCredit,MLPClassifier,centroid,0.1234798877455565
Decoded,decoded,MLP,Agglo,1,100,HomeEquityCredit,MLPClassifier,closest,0.0841908325537885
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,MLPClassifier,closest,0.15622076707203
Encoded,encoded,MLP,Agglo,0,100,HomeEquityCredit,MLPClassifier,closest,0.0757717492984098
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,HomeEquityCredit,MLPClassifier,closest,0.0879326473339571
Original,original,,Agglo,3,100,HomeEquityCredit,MLPClassifier,closest,0.0935453695042095
Decoded,decoded,GNN,Agglo,4,100,HomeEquityCredit,MLPClassifier,closest,0.1010289990645462
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,HomeEquityCredit,MLPClassifier,closest,0.0944808231992516
Encoded,encoded,GNN,Agglo,1,100,HomeEquityCredit,MLPClassifier,closest,0.069223573433115
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,MLPClassifier,closest,0.0626753975678205
Original,original,,Agglo,2,100,HomeEquityCredit,MLPClassifier,closest,0.0935453695042095
Decoded,decoded,MLP,KIP,4,100,HomeEquityCredit,MLPClassifier,centroid,0.19382600561272217
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,HomeEquityCredit,MLPClassifier,centroid,0.1498596819457436
Encoded,encoded,MLP,KIP,2,100,HomeEquityCredit,MLPClassifier,centroid,0.11300280636108506
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,HomeEquityCredit,MLPClassifier,centroid,0.07277829747427493
Original,original,,KIP,1,100,HomeEquityCredit,MLPClassifier,centroid,0.09672591206735268
Decoded,decoded,GNN,KIP,4,100,HomeEquityCredit,MLPClassifier,centroid,0.14593077642656685
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,HomeEquityCredit,MLPClassifier,centroid,0.11842843779232926
Encoded,encoded,GNN,KIP,2,100,HomeEquityCredit,MLPClassifier,centroid,0.09728718428437785
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,HomeEquityCredit,MLPClassifier,centroid,0.06884939195509822
Original,original,,KIP,1,100,HomeEquityCredit,MLPClassifier,centroid,0.09672591206735268
Decoded,decoded,MLP,KMeans,3,100,HomeEquityCredit,MLPClassifier,centroid,0.11356407857811032
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,HomeEquityCredit,MLPClassifier,centroid,0.10327408793264736
Encoded,encoded,MLP,KMeans,1,100,HomeEquityCredit,MLPClassifier,centroid,0.08269410664172125
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,MLPClassifier,centroid,0.08063610851262858
Original,original,,KMeans,4,100,HomeEquityCredit,MLPClassifier,centroid,0.12666043030869967
Decoded,decoded,GNN,KMeans,4,100,HomeEquityCredit,MLPClassifier,centroid,0.1608980355472404
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,HomeEquityCredit,MLPClassifier,centroid,0.13358278765201123
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,MLPClassifier,centroid,0.06679139382600555
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,MLPClassifier,centroid,0.03854069223573425
Original,original,,KMeans,2,100,HomeEquityCredit,MLPClassifier,centroid,0.12666043030869967
Decoded,decoded,MLP,KMeans,4,100,HomeEquityCredit,MLPClassifier,closest,0.10233863423760522
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,HomeEquityCredit,MLPClassifier,closest,0.09897100093545366
Encoded,encoded,MLP,KMeans,0,100,HomeEquityCredit,MLPClassifier,closest,0.06173994387277828
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,HomeEquityCredit,MLPClassifier,closest,0.0690364826941066
Original,original,,KMeans,2,100,HomeEquityCredit,MLPClassifier,closest,0.09092609915809166
Decoded,decoded,GNN,KMeans,3,100,HomeEquityCredit,MLPClassifier,closest,0.09504209541627683
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,HomeEquityCredit,MLPClassifier,closest,0.0961646398503274
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,MLPClassifier,closest,0.07296538821328336
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,MLPClassifier,closest,0.04471468662301213
Original,original,,KMeans,2,100,HomeEquityCredit,MLPClassifier,closest,0.09092609915809166
Decoded,decoded,MLP,Agglo,4,100,HomeEquityCredit,XGBClassifier,centroid,0.095100864553314
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,HomeEquityCredit,XGBClassifier,centroid,0.0797310278578288
Encoded,encoded,MLP,Agglo,2,100,HomeEquityCredit,XGBClassifier,centroid,0.0797310278578288
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,HomeEquityCredit,XGBClassifier,centroid,0.0566762728146011
Original,original,,Agglo,1,100,HomeEquityCredit,XGBClassifier,centroid,0.0672430355427473
Decoded,decoded,GNN,Agglo,0,100,HomeEquityCredit,XGBClassifier,centroid,0.0441882804995196
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,HomeEquityCredit,XGBClassifier,centroid,0.069164265129683
Encoded,encoded,GNN,Agglo,4,100,HomeEquityCredit,XGBClassifier,centroid,0.0941402497598461
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,HomeEquityCredit,XGBClassifier,centroid,0.0518731988472621
Original,original,,Agglo,2,100,HomeEquityCredit,XGBClassifier,centroid,0.0672430355427473
Decoded,decoded,MLP,Agglo,0,100,HomeEquityCredit,XGBClassifier,closest,0.0288184438040344
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,HomeEquityCredit,XGBClassifier,closest,0.1085494716618634
Encoded,encoded,MLP,Agglo,1,100,HomeEquityCredit,XGBClassifier,closest,0.0518731988472623
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,HomeEquityCredit,XGBClassifier,closest,0.0816522574447646
Original,original,,Agglo,2,100,HomeEquityCredit,XGBClassifier,closest,0.0605187319884726
Decoded,decoded,GNN,Agglo,4,100,HomeEquityCredit,XGBClassifier,closest,0.0720461095100865
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,HomeEquityCredit,XGBClassifier,closest,0.0585975024015369
Encoded,encoded,GNN,Agglo,3,100,HomeEquityCredit,XGBClassifier,closest,0.0653218059558115
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,HomeEquityCredit,XGBClassifier,closest,0.0499519692603265
Original,original,,Agglo,2,100,HomeEquityCredit,XGBClassifier,closest,0.0605187319884726
Decoded,decoded,MLP,KIP,4,100,HomeEquityCredit,XGBClassifier,centroid,0.16311239193083565
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,HomeEquityCredit,XGBClassifier,centroid,0.13121998078770405
Encoded,encoded,MLP,KIP,3,100,HomeEquityCredit,XGBClassifier,centroid,0.14351585014409213
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,HomeEquityCredit,XGBClassifier,centroid,0.11815561959654167
Original,original,,KIP,2,100,HomeEquityCredit,XGBClassifier,centroid,0.13314121037463963
Decoded,decoded,GNN,KIP,3,100,HomeEquityCredit,XGBClassifier,centroid,0.12449567723342936
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,HomeEquityCredit,XGBClassifier,centroid,0.1037463976945244
Encoded,encoded,GNN,KIP,2,100,HomeEquityCredit,XGBClassifier,centroid,0.12026897214217092
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,HomeEquityCredit,XGBClassifier,centroid,0.08069164265129673
Original,original,,KIP,4,100,HomeEquityCredit,XGBClassifier,centroid,0.13314121037463963
Decoded,decoded,MLP,KMeans,2,100,HomeEquityCredit,XGBClassifier,centroid,0.06243996157540817
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,HomeEquityCredit,XGBClassifier,centroid,0.055523535062439774
Encoded,encoded,MLP,KMeans,3,100,HomeEquityCredit,XGBClassifier,centroid,0.0657060518731987
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,XGBClassifier,centroid,0.046685878962535864
Original,original,,KMeans,4,100,HomeEquityCredit,XGBClassifier,centroid,0.22382324687800184
Decoded,decoded,GNN,KMeans,3,100,HomeEquityCredit,XGBClassifier,centroid,0.13198847262247823
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,HomeEquityCredit,XGBClassifier,centroid,0.08895292987511991
Encoded,encoded,GNN,KMeans,1,100,HomeEquityCredit,XGBClassifier,centroid,0.08895292987511996
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,XGBClassifier,centroid,0.06455331412103735
Original,original,,KMeans,4,100,HomeEquityCredit,XGBClassifier,centroid,0.22382324687800184
Decoded,decoded,MLP,KMeans,3,100,HomeEquityCredit,XGBClassifier,closest,0.06071085494716609
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,HomeEquityCredit,XGBClassifier,closest,0.06974063400576357
Encoded,encoded,MLP,KMeans,2,100,HomeEquityCredit,XGBClassifier,closest,0.06032660902977895
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,HomeEquityCredit,XGBClassifier,closest,0.056292026897214076
Original,original,,KMeans,1,100,HomeEquityCredit,XGBClassifier,closest,0.059173871277617564
Decoded,decoded,GNN,KMeans,2,100,HomeEquityCredit,XGBClassifier,closest,0.059365994236311156
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,HomeEquityCredit,XGBClassifier,closest,0.04841498559077798
Encoded,encoded,GNN,KMeans,4,100,HomeEquityCredit,XGBClassifier,closest,0.07339097022094128
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,HomeEquityCredit,XGBClassifier,closest,0.06282420749279528
Original,original,,KMeans,1,100,HomeEquityCredit,XGBClassifier,closest,0.059173871277617564
Decoded,decoded,MLP,Agglo,3,100,House,GaussianNB,centroid,0.0843272004165958
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,House,GaussianNB,centroid,0.1046518969410964
Encoded,encoded,MLP,Agglo,2,100,House,GaussianNB,centroid,0.0523685793919965
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,GaussianNB,centroid,-0.0644800781387015
Original,original,,Agglo,1,100,House,GaussianNB,centroid,0.0321356202933977
Decoded,decoded,GNN,Agglo,4,100,House,GaussianNB,centroid,0.2536690923121338
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,House,GaussianNB,centroid,0.1918202594010624
Encoded,encoded,GNN,Agglo,2,100,House,GaussianNB,centroid,0.065589021728279
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,GaussianNB,centroid,-0.0475253829362993
Original,original,,Agglo,1,100,House,GaussianNB,centroid,0.0321356202933977
Decoded,decoded,MLP,Agglo,4,100,House,GaussianNB,closest,0.1888290796847469
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,House,GaussianNB,closest,0.170167528728654
Encoded,encoded,MLP,Agglo,2,100,House,GaussianNB,closest,0.0509763290459576
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,GaussianNB,closest,-0.0655776894580207
Original,original,,Agglo,1,100,House,GaussianNB,closest,0.0471573539688577
Decoded,decoded,GNN,Agglo,3,100,House,GaussianNB,closest,0.2066153476713533
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,House,GaussianNB,closest,0.2920147967071659
Encoded,encoded,GNN,Agglo,2,100,House,GaussianNB,closest,0.0633322810510949
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,GaussianNB,closest,-0.0445887060436077
Original,original,,Agglo,1,100,House,GaussianNB,closest,0.0471573539688577
Decoded,decoded,MLP,KIP,4,100,House,GaussianNB,centroid,0.27546676811746706
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,House,GaussianNB,centroid,0.24170750331199073
Encoded,encoded,MLP,KIP,2,100,House,GaussianNB,centroid,0.09135784881132566
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,House,GaussianNB,centroid,-0.06127380114024224
Original,original,,KIP,1,100,House,GaussianNB,centroid,0.04439433062707914
Decoded,decoded,GNN,KIP,4,100,House,GaussianNB,centroid,0.2663799062659359
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,House,GaussianNB,centroid,0.2649141580527921
Encoded,encoded,GNN,KIP,2,100,House,GaussianNB,centroid,0.0947064807095079
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,House,GaussianNB,centroid,-0.039249803708890155
Original,original,,KIP,1,100,House,GaussianNB,centroid,0.04439433062707914
Decoded,decoded,MLP,KMeans,3,100,House,GaussianNB,centroid,0.10430782763077291
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,House,GaussianNB,centroid,0.12709486459286112
Encoded,encoded,MLP,KMeans,2,100,House,GaussianNB,centroid,0.0588654238943615
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,GaussianNB,centroid,-0.06578059105883882
Original,original,,KMeans,1,100,House,GaussianNB,centroid,0.053913545570566254
Decoded,decoded,GNN,KMeans,4,100,House,GaussianNB,centroid,0.22768592343162722
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,House,GaussianNB,centroid,0.1768838954948829
Encoded,encoded,GNN,KMeans,2,100,House,GaussianNB,centroid,0.06616189497143987
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,GaussianNB,centroid,-0.05005917063970666
Original,original,,KMeans,1,100,House,GaussianNB,centroid,0.053913545570566254
Decoded,decoded,MLP,KMeans,4,100,House,GaussianNB,closest,0.1801718727655865
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,House,GaussianNB,closest,0.08490309559849213
Encoded,encoded,MLP,KMeans,1,100,House,GaussianNB,closest,0.06249077903961696
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,GaussianNB,closest,-0.06619179057964568
Original,original,,KMeans,3,100,House,GaussianNB,closest,0.11551058622913295
Decoded,decoded,GNN,KMeans,4,100,House,GaussianNB,closest,0.24099378613847486
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,House,GaussianNB,closest,0.12712011936657994
Encoded,encoded,GNN,KMeans,1,100,House,GaussianNB,closest,0.060729420462302494
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,GaussianNB,closest,-0.0484559242140936
Original,original,,KMeans,2,100,House,GaussianNB,closest,0.11551058622913295
Decoded,decoded,MLP,Agglo,3,100,House,KNeighborsClassifier,centroid,0.1168852611010655
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,House,KNeighborsClassifier,centroid,0.1175184106706277
Encoded,encoded,MLP,Agglo,2,100,House,KNeighborsClassifier,centroid,0.0929718414537947
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,KNeighborsClassifier,centroid,0.0265005570427106
Original,original,,Agglo,1,100,House,KNeighborsClassifier,centroid,0.0872645707449199
Decoded,decoded,GNN,Agglo,2,100,House,KNeighborsClassifier,centroid,0.1009335609432489
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,House,KNeighborsClassifier,centroid,0.119990520109812
Encoded,encoded,GNN,Agglo,4,100,House,KNeighborsClassifier,centroid,0.1200153106176256
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,KNeighborsClassifier,centroid,0.0329917036086549
Original,original,,Agglo,1,100,House,KNeighborsClassifier,centroid,0.0872645707449199
Decoded,decoded,MLP,Agglo,2,100,House,KNeighborsClassifier,closest,0.0992572268048851
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,House,KNeighborsClassifier,closest,0.1245494944967551
Encoded,encoded,MLP,Agglo,3,100,House,KNeighborsClassifier,closest,0.1174534595401558
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,KNeighborsClassifier,closest,0.0362233942072515
Original,original,,Agglo,1,100,House,KNeighborsClassifier,closest,0.0925796556201815
Decoded,decoded,GNN,Agglo,2,100,House,KNeighborsClassifier,closest,0.0946333012874701
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,House,KNeighborsClassifier,closest,0.1218180763458393
Encoded,encoded,GNN,Agglo,4,100,House,KNeighborsClassifier,closest,0.132147289331504
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,KNeighborsClassifier,closest,0.0485462598312956
Original,original,,Agglo,1,100,House,KNeighborsClassifier,closest,0.0925796556201815
Decoded,decoded,MLP,KIP,2,100,House,KNeighborsClassifier,centroid,0.21340402925081597
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,House,KNeighborsClassifier,centroid,0.21641151449674517
Encoded,encoded,MLP,KIP,1,100,House,KNeighborsClassifier,centroid,0.209911542510019
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,House,KNeighborsClassifier,centroid,0.06958169984545584
Original,original,,KIP,4,100,House,KNeighborsClassifier,centroid,0.2658759155754298
Decoded,decoded,GNN,KIP,2,100,House,KNeighborsClassifier,centroid,0.2310374182966838
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,House,KNeighborsClassifier,centroid,0.23769694199169908
Encoded,encoded,GNN,KIP,1,100,House,KNeighborsClassifier,centroid,0.20932678401170896
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,House,KNeighborsClassifier,centroid,0.07839660945182728
Original,original,,KIP,4,100,House,KNeighborsClassifier,centroid,0.2658759155754298
Decoded,decoded,MLP,KMeans,3,100,House,KNeighborsClassifier,centroid,0.1059787267694348
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,House,KNeighborsClassifier,centroid,0.11984832175699245
Encoded,encoded,MLP,KMeans,2,100,House,KNeighborsClassifier,centroid,0.08427047237321009
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,KNeighborsClassifier,centroid,0.03139222004451374
Original,original,,KMeans,1,100,House,KNeighborsClassifier,centroid,0.07478909475477466
Decoded,decoded,GNN,KMeans,2,100,House,KNeighborsClassifier,centroid,0.11726366341233399
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,House,KNeighborsClassifier,centroid,0.11787241912220763
Encoded,encoded,GNN,KMeans,3,100,House,KNeighborsClassifier,centroid,0.1177498548515766
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,KNeighborsClassifier,centroid,0.03219791154845962
Original,original,,KMeans,1,100,House,KNeighborsClassifier,centroid,0.07478909475477466
Decoded,decoded,MLP,KMeans,2,100,House,KNeighborsClassifier,closest,0.09786707428872306
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,House,KNeighborsClassifier,closest,0.11303232037665696
Encoded,encoded,MLP,KMeans,4,100,House,KNeighborsClassifier,closest,0.11326386371963712
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,KNeighborsClassifier,closest,0.04012284192431844
Original,original,,KMeans,1,100,House,KNeighborsClassifier,closest,0.09110124889620251
Decoded,decoded,GNN,KMeans,3,100,House,KNeighborsClassifier,closest,0.10757404552826329
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,House,KNeighborsClassifier,closest,0.10743115304122497
Encoded,encoded,GNN,KMeans,4,100,House,KNeighborsClassifier,closest,0.13003166739468114
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,KNeighborsClassifier,closest,0.03799740294640136
Original,original,,KMeans,1,100,House,KNeighborsClassifier,closest,0.09110124889620251
Decoded,decoded,MLP,Agglo,2,100,House,LogisticRegression,centroid,0.0729232592443173
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,House,LogisticRegression,centroid,0.0779404682358576
Encoded,encoded,MLP,Agglo,4,100,House,LogisticRegression,centroid,0.0918498720357038
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,LogisticRegression,centroid,0.004468034140622
Original,original,,Agglo,1,100,House,LogisticRegression,centroid,0.0431407355110377
Decoded,decoded,GNN,Agglo,2,100,House,LogisticRegression,centroid,0.0917757409952218
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,House,LogisticRegression,centroid,0.1662149043734792
Encoded,encoded,GNN,Agglo,3,100,House,LogisticRegression,centroid,0.1189046760549174
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,LogisticRegression,centroid,0.0087873019074874
Original,original,,Agglo,1,100,House,LogisticRegression,centroid,0.0431407355110377
Decoded,decoded,MLP,Agglo,1,100,House,LogisticRegression,closest,0.0608963804384824
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,House,LogisticRegression,closest,0.0760816450030888
Encoded,encoded,MLP,Agglo,4,100,House,LogisticRegression,closest,0.0870827922691914
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,LogisticRegression,closest,0.0224027030093671
Original,original,,Agglo,3,100,House,LogisticRegression,closest,0.0854317376668893
Decoded,decoded,GNN,Agglo,2,100,House,LogisticRegression,closest,0.080024206054035
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,House,LogisticRegression,closest,0.0686276932386943
Encoded,encoded,GNN,Agglo,4,100,House,LogisticRegression,closest,0.1349028606008648
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,LogisticRegression,closest,0.0182574162558781
Original,original,,Agglo,3,100,House,LogisticRegression,closest,0.0854317376668893
Decoded,decoded,MLP,KIP,4,100,House,LogisticRegression,centroid,0.12435033220287692
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,House,LogisticRegression,centroid,0.11560175998184541
Encoded,encoded,MLP,KIP,3,100,House,LogisticRegression,centroid,0.11849287056064742
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,House,LogisticRegression,centroid,0.008566320805859801
Original,original,,KIP,1,100,House,LogisticRegression,centroid,0.08443303622082969
Decoded,decoded,GNN,KIP,4,100,House,LogisticRegression,centroid,0.1486930495845888
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,House,LogisticRegression,centroid,0.12468699807108004
Encoded,encoded,GNN,KIP,3,100,House,LogisticRegression,centroid,0.13449297141920588
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,House,LogisticRegression,centroid,0.021617922565841642
Original,original,,KIP,1,100,House,LogisticRegression,centroid,0.08443303622082969
Decoded,decoded,MLP,KMeans,2,100,House,LogisticRegression,centroid,0.057933962858835716
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,House,LogisticRegression,centroid,0.07621931693541262
Encoded,encoded,MLP,KMeans,4,100,House,LogisticRegression,centroid,0.09017077875414455
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,LogisticRegression,centroid,0.004518059985627561
Original,original,,KMeans,1,100,House,LogisticRegression,centroid,0.043245224977621975
Decoded,decoded,GNN,KMeans,2,100,House,LogisticRegression,centroid,0.08574752581348724
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,House,LogisticRegression,centroid,0.08964702025996286
Encoded,encoded,GNN,KMeans,4,100,House,LogisticRegression,centroid,0.12091902318486106
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,LogisticRegression,centroid,0.00830297910967098
Original,original,,KMeans,1,100,House,LogisticRegression,centroid,0.043245224977621975
Decoded,decoded,MLP,KMeans,1,100,House,LogisticRegression,closest,0.047386477388771844
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,House,LogisticRegression,closest,0.0553769966842748
Encoded,encoded,MLP,KMeans,4,100,House,LogisticRegression,closest,0.09304766827620105
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,LogisticRegression,closest,0.01182132906365426
Original,original,,KMeans,3,100,House,LogisticRegression,closest,0.059692230108801106
Decoded,decoded,GNN,KMeans,3,100,House,LogisticRegression,closest,0.07466871745735564
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,House,LogisticRegression,closest,0.05773809553826944
Encoded,encoded,GNN,KMeans,4,100,House,LogisticRegression,closest,0.11909570216467671
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,LogisticRegression,closest,0.01193489580050168
Original,original,,KMeans,2,100,House,LogisticRegression,closest,0.059692230108801106
Decoded,decoded,MLP,Agglo,2,100,House,MLPClassifier,centroid,0.1195239396672985
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,House,MLPClassifier,centroid,0.1189620474282918
Encoded,encoded,MLP,Agglo,3,100,House,MLPClassifier,centroid,0.1253502270503331
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,MLPClassifier,centroid,0.0539540777322486
Original,original,,Agglo,4,100,House,MLPClassifier,centroid,0.1272169897865572
Decoded,decoded,GNN,Agglo,3,100,House,MLPClassifier,centroid,0.1511456676961652
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,House,MLPClassifier,centroid,0.208631639502171
Encoded,encoded,GNN,Agglo,2,100,House,MLPClassifier,centroid,0.1477351347012414
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,MLPClassifier,centroid,0.0602815768148736
Original,original,,Agglo,1,100,House,MLPClassifier,centroid,0.1272169897865572
Decoded,decoded,MLP,Agglo,1,100,House,MLPClassifier,closest,0.1073491300226285
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,House,MLPClassifier,closest,0.1226716829245916
Encoded,encoded,MLP,Agglo,2,100,House,MLPClassifier,closest,0.1124582403216928
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,MLPClassifier,closest,0.0674977830102133
Original,original,,Agglo,4,100,House,MLPClassifier,closest,0.1312166495932968
Decoded,decoded,GNN,Agglo,2,100,House,MLPClassifier,closest,0.1354131628034982
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,House,MLPClassifier,closest,0.1365981056204513
Encoded,encoded,GNN,Agglo,4,100,House,MLPClassifier,closest,0.1605616628952357
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,MLPClassifier,closest,0.0678948344137971
Original,original,,Agglo,1,100,House,MLPClassifier,closest,0.1312166495932968
Decoded,decoded,MLP,KIP,4,100,House,MLPClassifier,centroid,0.18397775747660688
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,House,MLPClassifier,centroid,0.17822715353800983
Encoded,encoded,MLP,KIP,2,100,House,MLPClassifier,centroid,0.16206797367133496
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,House,MLPClassifier,centroid,0.06246168047825808
Original,original,,KIP,1,100,House,MLPClassifier,centroid,0.1146922397712677
Decoded,decoded,GNN,KIP,4,100,House,MLPClassifier,centroid,0.19853009754755055
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,House,MLPClassifier,centroid,0.18637879563941037
Encoded,encoded,GNN,KIP,2,100,House,MLPClassifier,centroid,0.16719533591217647
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,House,MLPClassifier,centroid,0.0724717716041831
Original,original,,KIP,1,100,House,MLPClassifier,centroid,0.1146922397712677
Decoded,decoded,MLP,KMeans,1,100,House,MLPClassifier,centroid,0.10850855834505524
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,House,MLPClassifier,centroid,0.1299712173567365
Encoded,encoded,MLP,KMeans,2,100,House,MLPClassifier,centroid,0.11274472891566256
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,MLPClassifier,centroid,0.055540467708396914
Original,original,,KMeans,3,100,House,MLPClassifier,centroid,0.1225126712433489
Decoded,decoded,GNN,KMeans,2,100,House,MLPClassifier,centroid,0.14012178154241323
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,House,MLPClassifier,centroid,0.1471613930340651
Encoded,encoded,GNN,KMeans,4,100,House,MLPClassifier,centroid,0.151967482875665
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,MLPClassifier,centroid,0.05674605146474208
Original,original,,KMeans,1,100,House,MLPClassifier,centroid,0.1225126712433489
Decoded,decoded,MLP,KMeans,1,100,House,MLPClassifier,closest,0.09998404149593286
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,House,MLPClassifier,closest,0.10938321815179486
Encoded,encoded,MLP,KMeans,3,100,House,MLPClassifier,closest,0.11426709375573352
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,MLPClassifier,closest,0.06291511222555182
Original,original,,KMeans,4,100,House,MLPClassifier,closest,0.11992347562840182
Decoded,decoded,GNN,KMeans,3,100,House,MLPClassifier,closest,0.13400852776588573
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,House,MLPClassifier,closest,0.11784179866674811
Encoded,encoded,GNN,KMeans,4,100,House,MLPClassifier,closest,0.1509518722096507
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,MLPClassifier,closest,0.06391323542902565
Original,original,,KMeans,2,100,House,MLPClassifier,closest,0.11992347562840182
Decoded,decoded,MLP,Agglo,1,100,House,XGBClassifier,centroid,0.1547174755300352
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,House,XGBClassifier,centroid,0.1588788658396982
Encoded,encoded,MLP,Agglo,3,100,House,XGBClassifier,centroid,0.1648876683819638
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,XGBClassifier,centroid,0.092305575179074
Original,original,,Agglo,4,100,House,XGBClassifier,centroid,0.2931767808559078
Decoded,decoded,GNN,Agglo,1,100,House,XGBClassifier,centroid,0.1591569202318501
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,House,XGBClassifier,centroid,0.2242598215644847
Encoded,encoded,GNN,Agglo,2,100,House,XGBClassifier,centroid,0.1817778232299835
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,XGBClassifier,centroid,0.1129904655620209
Original,original,,Agglo,4,100,House,XGBClassifier,centroid,0.2931767808559078
Decoded,decoded,MLP,Agglo,1,100,House,XGBClassifier,closest,0.1392628353913284
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,House,XGBClassifier,closest,0.1441254883035712
Encoded,encoded,MLP,Agglo,4,100,House,XGBClassifier,closest,0.1749381564616776
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,House,XGBClassifier,closest,0.0979562059619574
Original,original,,Agglo,3,100,House,XGBClassifier,closest,0.1535345661668127
Decoded,decoded,GNN,Agglo,1,100,House,XGBClassifier,closest,0.1450524933702878
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,House,XGBClassifier,closest,0.1623880065243813
Encoded,encoded,GNN,Agglo,4,100,House,XGBClassifier,closest,0.203487744634846
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,House,XGBClassifier,closest,0.1046299826522335
Original,original,,Agglo,2,100,House,XGBClassifier,closest,0.1535345661668127
Decoded,decoded,MLP,KIP,2,100,House,XGBClassifier,centroid,0.2010380383121249
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,House,XGBClassifier,centroid,0.19365913453449676
Encoded,encoded,MLP,KIP,4,100,House,XGBClassifier,centroid,0.21604119352255785
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,House,XGBClassifier,centroid,0.08977245253870716
Original,original,,KIP,3,100,House,XGBClassifier,centroid,0.21498420980947608
Decoded,decoded,GNN,KIP,3,100,House,XGBClassifier,centroid,0.21787126270154808
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,House,XGBClassifier,centroid,0.2157661553136429
Encoded,encoded,GNN,KIP,4,100,House,XGBClassifier,centroid,0.23265960911207792
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,House,XGBClassifier,centroid,0.10567772930415227
Original,original,,KIP,1,100,House,XGBClassifier,centroid,0.21498420980947608
Decoded,decoded,MLP,KMeans,1,100,House,XGBClassifier,centroid,0.12794696418800805
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,House,XGBClassifier,centroid,0.15701722099244672
Encoded,encoded,MLP,KMeans,3,100,House,XGBClassifier,centroid,0.15757766554015354
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,XGBClassifier,centroid,0.09488139566338816
Original,original,,KMeans,4,100,House,XGBClassifier,centroid,0.42496164970142136
Decoded,decoded,GNN,KMeans,2,100,House,XGBClassifier,centroid,0.16422910362333137
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,House,XGBClassifier,centroid,0.16167090895980782
Encoded,encoded,GNN,KMeans,3,100,House,XGBClassifier,centroid,0.1882634654908578
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,XGBClassifier,centroid,0.09019914821100268
Original,original,,KMeans,4,100,House,XGBClassifier,centroid,0.42496164970142136
Decoded,decoded,MLP,KMeans,1,100,House,XGBClassifier,closest,0.1299753474148245
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,House,XGBClassifier,closest,0.14458253431968798
Encoded,encoded,MLP,KMeans,4,100,House,XGBClassifier,closest,0.1602056094410304
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,House,XGBClassifier,closest,0.09126678282113979
Original,original,,KMeans,3,100,House,XGBClassifier,closest,0.14676757056337103
Decoded,decoded,GNN,KMeans,3,100,House,XGBClassifier,closest,0.14968770721532282
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,House,XGBClassifier,closest,0.1479276700408644
Encoded,encoded,GNN,KMeans,4,100,House,XGBClassifier,closest,0.190934672770039
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,House,XGBClassifier,closest,0.0946561244778821
Original,original,,KMeans,1,100,House,XGBClassifier,closest,0.14676757056337103
Decoded,decoded,MLP,Agglo,4,100,Jannis,GaussianNB,centroid,0.3089252024916385
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Jannis,GaussianNB,centroid,0.2720785730434927
Encoded,encoded,MLP,Agglo,3,100,Jannis,GaussianNB,centroid,0.2796418025767779
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,Jannis,GaussianNB,centroid,0.272773650811617
Original,original,,Agglo,0,100,Jannis,GaussianNB,centroid,0.1136653105271658
Decoded,decoded,GNN,Agglo,4,100,Jannis,GaussianNB,centroid,0.2206404108299276
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Jannis,GaussianNB,centroid,0.1780048260879517
Encoded,encoded,GNN,Agglo,1,100,Jannis,GaussianNB,centroid,0.0794941694461277
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,GaussianNB,centroid,-0.0484131968236232
Original,original,,Agglo,2,100,Jannis,GaussianNB,centroid,0.1136653105271658
Decoded,decoded,MLP,Agglo,3,100,Jannis,GaussianNB,closest,0.2925473586249154
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Jannis,GaussianNB,closest,0.2856668027716118
Encoded,encoded,MLP,Agglo,1,100,Jannis,GaussianNB,closest,0.2613017462140702
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,100,Jannis,GaussianNB,closest,0.3279356100520281
Original,original,,Agglo,0,100,Jannis,GaussianNB,closest,0.0930569381512171
Decoded,decoded,GNN,Agglo,4,100,Jannis,GaussianNB,closest,0.2345534318133605
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Jannis,GaussianNB,closest,0.2049546253151363
Encoded,encoded,GNN,Agglo,1,100,Jannis,GaussianNB,closest,0.0891792325043904
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,GaussianNB,closest,-0.0542310405858908
Original,original,,Agglo,2,100,Jannis,GaussianNB,closest,0.0930569381512171
Decoded,decoded,MLP,KIP,3,100,Jannis,GaussianNB,centroid,0.19172752592423808
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,Jannis,GaussianNB,centroid,0.1964921646761844
Encoded,encoded,MLP,KIP,1,100,Jannis,GaussianNB,centroid,0.12953313419603485
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Jannis,GaussianNB,centroid,0.07293865782625121
Original,original,,KIP,2,100,Jannis,GaussianNB,centroid,0.18560696528720003
Decoded,decoded,GNN,KIP,3,100,Jannis,GaussianNB,centroid,0.1944851832147062
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,Jannis,GaussianNB,centroid,0.19758455681233528
Encoded,encoded,GNN,KIP,1,100,Jannis,GaussianNB,centroid,0.03705532823114551
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Jannis,GaussianNB,centroid,-0.06118670645713174
Original,original,,KIP,2,100,Jannis,GaussianNB,centroid,0.18560696528720003
Decoded,decoded,MLP,KMeans,3,100,Jannis,GaussianNB,centroid,0.2733599806333013
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Jannis,GaussianNB,centroid,0.2697744483863239
Encoded,encoded,MLP,KMeans,1,100,Jannis,GaussianNB,centroid,0.2633143339969656
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,100,Jannis,GaussianNB,centroid,0.2811659304255512
Original,original,,KMeans,0,100,Jannis,GaussianNB,centroid,0.11943314622881637
Decoded,decoded,GNN,KMeans,4,100,Jannis,GaussianNB,centroid,0.21675780067193423
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Jannis,GaussianNB,centroid,0.20471841720244632
Encoded,encoded,GNN,KMeans,1,100,Jannis,GaussianNB,centroid,0.06539937144731503
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,GaussianNB,centroid,-0.044571805776951155
Original,original,,KMeans,2,100,Jannis,GaussianNB,centroid,0.11943314622881637
Decoded,decoded,MLP,KMeans,1,100,Jannis,GaussianNB,closest,0.2522469903663077
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Jannis,GaussianNB,closest,0.3028548865721624
Encoded,encoded,MLP,KMeans,3,100,Jannis,GaussianNB,closest,0.2774600540418374
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,Jannis,GaussianNB,closest,0.2677494075517802
Original,original,,KMeans,0,100,Jannis,GaussianNB,closest,0.07409370692869094
Decoded,decoded,GNN,KMeans,4,100,Jannis,GaussianNB,closest,0.20655309608692224
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Jannis,GaussianNB,closest,0.19263459935142116
Encoded,encoded,GNN,KMeans,2,100,Jannis,GaussianNB,closest,0.07935396244719423
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,GaussianNB,closest,-0.04658014189542386
Original,original,,KMeans,1,100,Jannis,GaussianNB,closest,0.07409370692869094
Decoded,decoded,MLP,Agglo,2,100,Jannis,KNeighborsClassifier,centroid,0.3077303069811163
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Jannis,KNeighborsClassifier,centroid,0.3189585274967533
Encoded,encoded,MLP,Agglo,1,100,Jannis,KNeighborsClassifier,centroid,0.2902185546675834
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,100,Jannis,KNeighborsClassifier,centroid,0.3425675753725088
Original,original,,Agglo,0,100,Jannis,KNeighborsClassifier,centroid,-0.006281695827612
Decoded,decoded,GNN,Agglo,4,100,Jannis,KNeighborsClassifier,centroid,0.2624663721005345
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Jannis,KNeighborsClassifier,centroid,0.1990297356042145
Encoded,encoded,GNN,Agglo,3,100,Jannis,KNeighborsClassifier,centroid,0.241818361798905
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Jannis,KNeighborsClassifier,centroid,0.1304739932131829
Original,original,,Agglo,0,100,Jannis,KNeighborsClassifier,centroid,-0.006281695827612
Decoded,decoded,MLP,Agglo,2,100,Jannis,KNeighborsClassifier,closest,0.2999662563961571
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Jannis,KNeighborsClassifier,closest,0.3508377800151115
Encoded,encoded,MLP,Agglo,1,100,Jannis,KNeighborsClassifier,closest,0.2816423932270445
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Jannis,KNeighborsClassifier,closest,0.3351403488358839
Original,original,,Agglo,0,100,Jannis,KNeighborsClassifier,closest,0.0558287581336352
Decoded,decoded,GNN,Agglo,1,100,Jannis,KNeighborsClassifier,closest,0.2053216057671498
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Jannis,KNeighborsClassifier,closest,0.2138944012621684
Encoded,encoded,GNN,Agglo,4,100,Jannis,KNeighborsClassifier,closest,0.3204355273407722
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Jannis,KNeighborsClassifier,closest,0.2247878249466593
Original,original,,Agglo,0,100,Jannis,KNeighborsClassifier,closest,0.0558287581336352
Decoded,decoded,MLP,KIP,3,100,Jannis,KNeighborsClassifier,centroid,0.2070113486678161
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Jannis,KNeighborsClassifier,centroid,0.17882514272565236
Encoded,encoded,MLP,KIP,2,100,Jannis,KNeighborsClassifier,centroid,0.1843450638829685
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Jannis,KNeighborsClassifier,centroid,0.1485256508380783
Original,original,,KIP,4,100,Jannis,KNeighborsClassifier,centroid,0.25883854071879914
Decoded,decoded,GNN,KIP,3,100,Jannis,KNeighborsClassifier,centroid,0.1757527535538074
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,Jannis,KNeighborsClassifier,centroid,0.16012521164338694
Encoded,encoded,GNN,KIP,2,100,Jannis,KNeighborsClassifier,centroid,0.16352473247044258
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Jannis,KNeighborsClassifier,centroid,0.10247602777425247
Original,original,,KIP,4,100,Jannis,KNeighborsClassifier,centroid,0.25883854071879914
Decoded,decoded,MLP,KMeans,1,100,Jannis,KNeighborsClassifier,centroid,0.3009905901168037
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Jannis,KNeighborsClassifier,centroid,0.30560803243119106
Encoded,encoded,MLP,KMeans,2,100,Jannis,KNeighborsClassifier,centroid,0.3023061240242296
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,100,Jannis,KNeighborsClassifier,centroid,0.3184801577894061
Original,original,,KMeans,0,100,Jannis,KNeighborsClassifier,centroid,-0.004134276134673541
Decoded,decoded,GNN,KMeans,3,100,Jannis,KNeighborsClassifier,centroid,0.2463055343717734
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Jannis,KNeighborsClassifier,centroid,0.21389609188480482
Encoded,encoded,GNN,KMeans,4,100,Jannis,KNeighborsClassifier,centroid,0.25321184258972174
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Jannis,KNeighborsClassifier,centroid,0.13529880837113703
Original,original,,KMeans,0,100,Jannis,KNeighborsClassifier,centroid,-0.004134276134673541
Decoded,decoded,MLP,KMeans,3,100,Jannis,KNeighborsClassifier,closest,0.30634141076109617
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Jannis,KNeighborsClassifier,closest,0.30613975237503793
Encoded,encoded,MLP,KMeans,4,100,Jannis,KNeighborsClassifier,closest,0.31185739988205413
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Jannis,KNeighborsClassifier,closest,0.30544223666467846
Original,original,,KMeans,0,100,Jannis,KNeighborsClassifier,closest,0.05741439386932803
Decoded,decoded,GNN,KMeans,3,100,Jannis,KNeighborsClassifier,closest,0.2272822430232555
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Jannis,KNeighborsClassifier,closest,0.2134989179632633
Encoded,encoded,GNN,KMeans,4,100,Jannis,KNeighborsClassifier,closest,0.2882188999829943
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Jannis,KNeighborsClassifier,closest,0.17822460449566396
Original,original,,KMeans,0,100,Jannis,KNeighborsClassifier,closest,0.05741439386932803
Decoded,decoded,MLP,Agglo,3,100,Jannis,LogisticRegression,centroid,0.2983718514304819
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Jannis,LogisticRegression,centroid,0.3042787844365924
Encoded,encoded,MLP,Agglo,2,100,Jannis,LogisticRegression,centroid,0.065933488678868
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Jannis,LogisticRegression,centroid,0.0241064557315129
Original,original,,Agglo,1,100,Jannis,LogisticRegression,centroid,0.0627402352008387
Decoded,decoded,GNN,Agglo,3,100,Jannis,LogisticRegression,centroid,0.2295595882369857
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Jannis,LogisticRegression,centroid,0.2326088549320778
Encoded,encoded,GNN,Agglo,1,100,Jannis,LogisticRegression,centroid,0.0624192500310706
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,LogisticRegression,centroid,0.0348017348207802
Original,original,,Agglo,2,100,Jannis,LogisticRegression,centroid,0.0627402352008387
Decoded,decoded,MLP,Agglo,4,100,Jannis,LogisticRegression,closest,0.3395740297970943
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Jannis,LogisticRegression,closest,0.3047656778687027
Encoded,encoded,MLP,Agglo,1,100,Jannis,LogisticRegression,closest,0.0684868789410142
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Jannis,LogisticRegression,closest,0.0343226044758114
Original,original,,Agglo,2,100,Jannis,LogisticRegression,closest,0.1152547102161561
Decoded,decoded,GNN,Agglo,4,100,Jannis,LogisticRegression,closest,0.2935609184604511
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Jannis,LogisticRegression,closest,0.2255760894550142
Encoded,encoded,GNN,Agglo,1,100,Jannis,LogisticRegression,closest,0.0629004874996922
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,LogisticRegression,closest,0.0370377996542395
Original,original,,Agglo,2,100,Jannis,LogisticRegression,closest,0.1152547102161561
Decoded,decoded,MLP,KIP,3,100,Jannis,LogisticRegression,centroid,0.22602497333379556
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,Jannis,LogisticRegression,centroid,0.23455764118079653
Encoded,encoded,MLP,KIP,2,100,Jannis,LogisticRegression,centroid,0.17391201257886274
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Jannis,LogisticRegression,centroid,0.11382111939724134
Original,original,,KIP,1,100,Jannis,LogisticRegression,centroid,0.1688580062603013
Decoded,decoded,GNN,KIP,4,100,Jannis,LogisticRegression,centroid,0.22433690112495994
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Jannis,LogisticRegression,centroid,0.1987463871146948
Encoded,encoded,GNN,KIP,1,100,Jannis,LogisticRegression,centroid,0.11487814873586992
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Jannis,LogisticRegression,centroid,0.02420798212449362
Original,original,,KIP,2,100,Jannis,LogisticRegression,centroid,0.1688580062603013
Decoded,decoded,MLP,KMeans,4,100,Jannis,LogisticRegression,centroid,0.3317216375796113
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Jannis,LogisticRegression,centroid,0.2962643802871706
Encoded,encoded,MLP,KMeans,1,100,Jannis,LogisticRegression,centroid,0.056512930678515136
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Jannis,LogisticRegression,centroid,0.02043424195709036
Original,original,,KMeans,2,100,Jannis,LogisticRegression,centroid,0.05945090427766052
Decoded,decoded,GNN,KMeans,4,100,Jannis,LogisticRegression,centroid,0.27308230121857546
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Jannis,LogisticRegression,centroid,0.25203146312677766
Encoded,encoded,GNN,KMeans,1,100,Jannis,LogisticRegression,centroid,0.055363779372471875
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,LogisticRegression,centroid,0.03231136603939188
Original,original,,KMeans,2,100,Jannis,LogisticRegression,centroid,0.05945090427766052
Decoded,decoded,MLP,KMeans,3,100,Jannis,LogisticRegression,closest,0.3078817662605438
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Jannis,LogisticRegression,closest,0.31517627346235977
Encoded,encoded,MLP,KMeans,1,100,Jannis,LogisticRegression,closest,0.07219030771916278
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Jannis,LogisticRegression,closest,0.02614803674853216
Original,original,,KMeans,2,100,Jannis,LogisticRegression,closest,0.121045869716027
Decoded,decoded,GNN,KMeans,4,100,Jannis,LogisticRegression,closest,0.30836055650836147
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Jannis,LogisticRegression,closest,0.26227371802412125
Encoded,encoded,GNN,KMeans,1,100,Jannis,LogisticRegression,closest,0.06283700762712209
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,LogisticRegression,closest,0.03489988242250004
Original,original,,KMeans,2,100,Jannis,LogisticRegression,closest,0.121045869716027
Decoded,decoded,MLP,Agglo,2,100,Jannis,MLPClassifier,centroid,0.334675533157267
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Jannis,MLPClassifier,centroid,0.3388495350270857
Encoded,encoded,MLP,Agglo,3,100,Jannis,MLPClassifier,centroid,0.3362241894497557
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Jannis,MLPClassifier,centroid,0.2899835987973168
Original,original,,Agglo,0,100,Jannis,MLPClassifier,centroid,0.1866750022794369
Decoded,decoded,GNN,Agglo,3,100,Jannis,MLPClassifier,centroid,0.2643076839552204
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Jannis,MLPClassifier,centroid,0.2412768113179831
Encoded,encoded,GNN,Agglo,4,100,Jannis,MLPClassifier,centroid,0.3495183386704031
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,MLPClassifier,centroid,0.1432188343306632
Original,original,,Agglo,1,100,Jannis,MLPClassifier,centroid,0.1866750022794369
Decoded,decoded,MLP,Agglo,2,100,Jannis,MLPClassifier,closest,0.3606709631099357
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Jannis,MLPClassifier,closest,0.3357699494068845
Encoded,encoded,MLP,Agglo,3,100,Jannis,MLPClassifier,closest,0.3625239143917241
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,100,Jannis,MLPClassifier,closest,0.4650474749603937
Original,original,,Agglo,0,100,Jannis,MLPClassifier,closest,0.1187730634078847
Decoded,decoded,GNN,Agglo,3,100,Jannis,MLPClassifier,closest,0.3205877530953966
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Jannis,MLPClassifier,closest,0.2414279381692064
Encoded,encoded,GNN,Agglo,4,100,Jannis,MLPClassifier,closest,0.355406949872656
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Jannis,MLPClassifier,closest,0.1306994788129108
Original,original,,Agglo,0,100,Jannis,MLPClassifier,closest,0.1187730634078847
Decoded,decoded,MLP,KIP,4,100,Jannis,MLPClassifier,centroid,0.24531807224307559
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Jannis,MLPClassifier,centroid,0.24291263414030057
Encoded,encoded,MLP,KIP,2,100,Jannis,MLPClassifier,centroid,0.21092299757459307
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,Jannis,MLPClassifier,centroid,0.14581157661762484
Original,original,,KIP,0,100,Jannis,MLPClassifier,centroid,0.14221641207522168
Decoded,decoded,GNN,KIP,4,100,Jannis,MLPClassifier,centroid,0.23412652010513554
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Jannis,MLPClassifier,centroid,0.21258567227204034
Encoded,encoded,GNN,KIP,1,100,Jannis,MLPClassifier,centroid,0.1421630807702828
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Jannis,MLPClassifier,centroid,0.0548510823941444
Original,original,,KIP,2,100,Jannis,MLPClassifier,centroid,0.14221641207522168
Decoded,decoded,MLP,KMeans,4,100,Jannis,MLPClassifier,centroid,0.3507542411673697
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Jannis,MLPClassifier,centroid,0.3379566403455262
Encoded,encoded,MLP,KMeans,2,100,Jannis,MLPClassifier,centroid,0.32957347633514666
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Jannis,MLPClassifier,centroid,0.27274954391563655
Original,original,,KMeans,0,100,Jannis,MLPClassifier,centroid,0.184386662417925
Decoded,decoded,GNN,KMeans,4,100,Jannis,MLPClassifier,centroid,0.2921147882207865
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Jannis,MLPClassifier,centroid,0.2650769984144573
Encoded,encoded,GNN,KMeans,3,100,Jannis,MLPClassifier,centroid,0.28497385827782284
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,MLPClassifier,centroid,0.14343890654064834
Original,original,,KMeans,1,100,Jannis,MLPClassifier,centroid,0.184386662417925
Decoded,decoded,MLP,KMeans,2,100,Jannis,MLPClassifier,closest,0.3358782880207046
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Jannis,MLPClassifier,closest,0.3413044224085738
Encoded,encoded,MLP,KMeans,4,100,Jannis,MLPClassifier,closest,0.3445783528620024
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Jannis,MLPClassifier,closest,0.3010428254103112
Original,original,,KMeans,0,100,Jannis,MLPClassifier,closest,0.14194780021259468
Decoded,decoded,GNN,KMeans,4,100,Jannis,MLPClassifier,closest,0.31358164835847235
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Jannis,MLPClassifier,closest,0.26896098714053746
Encoded,encoded,GNN,KMeans,3,100,Jannis,MLPClassifier,closest,0.2810463507485184
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,MLPClassifier,closest,0.1402573711763564
Original,original,,KMeans,1,100,Jannis,MLPClassifier,closest,0.14194780021259468
Decoded,decoded,MLP,Agglo,3,100,Jannis,XGBClassifier,centroid,0.3784628627109833
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Jannis,XGBClassifier,centroid,0.3919551480836591
Encoded,encoded,MLP,Agglo,1,100,Jannis,XGBClassifier,centroid,0.1720132876974459
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Jannis,XGBClassifier,centroid,0.1304071944379226
Original,original,,Agglo,2,100,Jannis,XGBClassifier,centroid,0.3483514895222481
Decoded,decoded,GNN,Agglo,3,100,Jannis,XGBClassifier,centroid,0.3051981958262706
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Jannis,XGBClassifier,centroid,0.2842512421167487
Encoded,encoded,GNN,Agglo,1,100,Jannis,XGBClassifier,centroid,0.1960475851838984
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,XGBClassifier,centroid,0.165569073362584
Original,original,,Agglo,4,100,Jannis,XGBClassifier,centroid,0.3483514895222481
Decoded,decoded,MLP,Agglo,3,100,Jannis,XGBClassifier,closest,0.3510555787022271
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Jannis,XGBClassifier,closest,0.4490879042732073
Encoded,encoded,MLP,Agglo,2,100,Jannis,XGBClassifier,closest,0.1956032595640614
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Jannis,XGBClassifier,closest,0.1412543580960498
Original,original,,Agglo,1,100,Jannis,XGBClassifier,closest,0.1745052907862826
Decoded,decoded,GNN,Agglo,4,100,Jannis,XGBClassifier,closest,0.3526760304377978
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Jannis,XGBClassifier,closest,0.269889576804954
Encoded,encoded,GNN,Agglo,2,100,Jannis,XGBClassifier,closest,0.1947332689147135
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Jannis,XGBClassifier,closest,0.1693760373591802
Original,original,,Agglo,1,100,Jannis,XGBClassifier,closest,0.1745052907862826
Decoded,decoded,MLP,KIP,4,100,Jannis,XGBClassifier,centroid,0.27493489828960416
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Jannis,XGBClassifier,centroid,0.26171775144636533
Encoded,encoded,MLP,KIP,2,100,Jannis,XGBClassifier,centroid,0.24803265128310215
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Jannis,XGBClassifier,centroid,0.1900973472104792
Original,original,,KIP,1,100,Jannis,XGBClassifier,centroid,0.2427981724835684
Decoded,decoded,GNN,KIP,4,100,Jannis,XGBClassifier,centroid,0.26706194773134717
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Jannis,XGBClassifier,centroid,0.246908401608475
Encoded,encoded,GNN,KIP,1,100,Jannis,XGBClassifier,centroid,0.2175551505265
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Jannis,XGBClassifier,centroid,0.1385540485338203
Original,original,,KIP,2,100,Jannis,XGBClassifier,centroid,0.2427981724835684
Decoded,decoded,MLP,KMeans,3,100,Jannis,XGBClassifier,centroid,0.38950686506153914
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Jannis,XGBClassifier,centroid,0.39467369073905434
Encoded,encoded,MLP,KMeans,1,100,Jannis,XGBClassifier,centroid,0.16595029904444197
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Jannis,XGBClassifier,centroid,0.12486567089232889
Original,original,,KMeans,2,100,Jannis,XGBClassifier,centroid,0.3556456903536283
Decoded,decoded,GNN,KMeans,3,100,Jannis,XGBClassifier,centroid,0.3490466338330752
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Jannis,XGBClassifier,centroid,0.3013331940009255
Encoded,encoded,GNN,KMeans,1,100,Jannis,XGBClassifier,centroid,0.175593949625906
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,XGBClassifier,centroid,0.1411601797930913
Original,original,,KMeans,4,100,Jannis,XGBClassifier,centroid,0.3556456903536283
Decoded,decoded,MLP,KMeans,4,100,Jannis,XGBClassifier,closest,0.3779601260505912
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Jannis,XGBClassifier,closest,0.37028466560900697
Encoded,encoded,MLP,KMeans,2,100,Jannis,XGBClassifier,closest,0.18508711442131126
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Jannis,XGBClassifier,closest,0.14450113117105715
Original,original,,KMeans,1,100,Jannis,XGBClassifier,closest,0.16968126354589208
Decoded,decoded,GNN,KMeans,4,100,Jannis,XGBClassifier,closest,0.33473574568397496
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Jannis,XGBClassifier,closest,0.3179283826900292
Encoded,encoded,GNN,KMeans,2,100,Jannis,XGBClassifier,closest,0.19080404751597
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Jannis,XGBClassifier,closest,0.16184912200226093
Original,original,,KMeans,1,100,Jannis,XGBClassifier,closest,0.16968126354589208
Decoded,decoded,MLP,Agglo,3,100,LawSchoolAdmissions,GaussianNB,centroid,-0.06808761402218
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,LawSchoolAdmissions,GaussianNB,centroid,-0.206491151199327
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,GaussianNB,centroid,0.0720791225476296
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,LawSchoolAdmissions,GaussianNB,centroid,-0.1621182761181965
Original,original,,Agglo,0,100,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,GNN,Agglo,2,100,LawSchoolAdmissions,GaussianNB,centroid,-0.0490743496078785
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,GaussianNB,centroid,-0.1805375590759665
Encoded,encoded,GNN,Agglo,3,100,LawSchoolAdmissions,GaussianNB,centroid,0.0962121087864735
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,LawSchoolAdmissions,GaussianNB,centroid,0.1882733767435758
Original,original,,Agglo,0,100,LawSchoolAdmissions,GaussianNB,centroid,-0.2444696460245418
Decoded,decoded,MLP,Agglo,2,100,LawSchoolAdmissions,GaussianNB,closest,-0.1723670922557471
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,LawSchoolAdmissions,GaussianNB,closest,-0.1814420042129335
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,GaussianNB,closest,0.0787581921406997
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,LawSchoolAdmissions,GaussianNB,closest,-0.1548616269234104
Original,original,,Agglo,0,100,LawSchoolAdmissions,GaussianNB,closest,-0.2274328051155043
Decoded,decoded,GNN,Agglo,1,100,LawSchoolAdmissions,GaussianNB,closest,-0.1946490120225595
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,LawSchoolAdmissions,GaussianNB,closest,-0.1867444895625625
Encoded,encoded,GNN,Agglo,3,100,LawSchoolAdmissions,GaussianNB,closest,0.0805413080713527
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,LawSchoolAdmissions,GaussianNB,closest,0.1699653920863392
Original,original,,Agglo,0,100,LawSchoolAdmissions,GaussianNB,closest,-0.2274328051155043
Decoded,decoded,MLP,KIP,3,100,LawSchoolAdmissions,GaussianNB,centroid,0.0030999505601232795
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,LawSchoolAdmissions,GaussianNB,centroid,-0.2176622202019302
Encoded,encoded,MLP,KIP,4,100,LawSchoolAdmissions,GaussianNB,centroid,0.14534808250601589
Encoded-FT,encoded,MLP-MultiHead,KIP,2,100,LawSchoolAdmissions,GaussianNB,centroid,-0.14555451156447916
Original,original,,KIP,0,100,LawSchoolAdmissions,GaussianNB,centroid,-0.24397384138469141
Decoded,decoded,GNN,KIP,2,100,LawSchoolAdmissions,GaussianNB,centroid,-0.061853503319032464
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,LawSchoolAdmissions,GaussianNB,centroid,-0.17817709785580896
Encoded,encoded,GNN,KIP,3,100,LawSchoolAdmissions,GaussianNB,centroid,0.08868529761165558
Encoded-FT,encoded,GNN-MultiHead,KIP,4,100,LawSchoolAdmissions,GaussianNB,centroid,0.1931238738369327
Original,original,,KIP,0,100,LawSchoolAdmissions,GaussianNB,centroid,-0.24397384138469141
Decoded,decoded,MLP,KMeans,1,100,LawSchoolAdmissions,GaussianNB,centroid,-0.16712271633460724
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,LawSchoolAdmissions,GaussianNB,centroid,-0.15887117748915722
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,GaussianNB,centroid,0.07182887710558802
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,LawSchoolAdmissions,GaussianNB,centroid,-0.15859445476719908
Original,original,,KMeans,0,100,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,GNN,KMeans,2,100,LawSchoolAdmissions,GaussianNB,centroid,-0.11540391910605204
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,GaussianNB,centroid,-0.1620932047115499
Encoded,encoded,GNN,KMeans,3,100,LawSchoolAdmissions,GaussianNB,centroid,0.07875725489185315
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,100,LawSchoolAdmissions,GaussianNB,centroid,0.16870244926554834
Original,original,,KMeans,0,100,LawSchoolAdmissions,GaussianNB,centroid,-0.24446964602454183
Decoded,decoded,MLP,KMeans,2,100,LawSchoolAdmissions,GaussianNB,closest,-0.18318739587751093
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,GaussianNB,closest,-0.19586509240102065
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,GaussianNB,closest,0.08707627565425821
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,LawSchoolAdmissions,GaussianNB,closest,-0.15017350819272643
Original,original,,KMeans,0,100,LawSchoolAdmissions,GaussianNB,closest,-0.2282353244404039
Decoded,decoded,GNN,KMeans,1,100,LawSchoolAdmissions,GaussianNB,closest,-0.22327727804189967
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,LawSchoolAdmissions,GaussianNB,closest,-0.21049273514987776
Encoded,encoded,GNN,KMeans,3,100,LawSchoolAdmissions,GaussianNB,closest,0.061453766685958276
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,100,LawSchoolAdmissions,GaussianNB,closest,0.15575716819633473
Original,original,,KMeans,0,100,LawSchoolAdmissions,GaussianNB,closest,-0.2282353244404039
Decoded,decoded,MLP,Agglo,3,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1010119480561934
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0586707174554399
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1782636499595465
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0789781224716622
Original,original,,Agglo,1,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0166093917278915
Decoded,decoded,GNN,Agglo,2,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0727344050080497
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0815483438621151
Encoded,encoded,GNN,Agglo,4,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.1627963518383825
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0609467322638379
Original,original,,Agglo,1,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0166093917278915
Decoded,decoded,MLP,Agglo,3,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0742871619688958
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0677277853599535
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.2146523050268462
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0608527496056814
Original,original,,Agglo,1,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0484970947100021
Decoded,decoded,GNN,Agglo,2,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0684970129859516
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0701703129213896
Encoded,encoded,GNN,Agglo,4,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.191690911468336
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.0581977395127611
Original,original,,Agglo,1,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0484970947100021
Decoded,decoded,MLP,KIP,3,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17464919951292462
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.10894755767674869
Encoded,encoded,MLP,KIP,4,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.3119186355352516
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.01420752188161448
Original,original,,KIP,2,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.12777085393460436
Decoded,decoded,GNN,KIP,3,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.16681554064545648
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.11168613061137755
Encoded,encoded,GNN,KIP,4,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.23819679968617963
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.045103094889795144
Original,original,,KIP,2,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.12777085393460436
Decoded,decoded,MLP,KMeans,3,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.09386088932111818
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.04276823876498606
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.17139882971159576
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.07667370855569085
Original,original,,KMeans,1,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0313125699762183
Decoded,decoded,GNN,KMeans,3,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.045181549978343075
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.0445038532889844
Encoded,encoded,GNN,KMeans,4,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,0.14572869249691492
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.06630210929774523
Original,original,,KMeans,1,100,LawSchoolAdmissions,KNeighborsClassifier,centroid,-0.0313125699762183
Decoded,decoded,MLP,KMeans,3,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06042860178321874
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.04068100651340676
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.21735798403112047
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.061838137345439394
Original,original,,KMeans,2,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0437293135996992
Decoded,decoded,GNN,KMeans,2,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.051984055637733576
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.06529996812762026
Encoded,encoded,GNN,KMeans,4,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.17157780538234588
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,LawSchoolAdmissions,KNeighborsClassifier,closest,-0.06273219845868441
Original,original,,KMeans,1,100,LawSchoolAdmissions,KNeighborsClassifier,closest,0.0437293135996992
Decoded,decoded,MLP,Agglo,2,100,LawSchoolAdmissions,LogisticRegression,centroid,0.1024004172346531
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,LawSchoolAdmissions,LogisticRegression,centroid,0.0075030690094066
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,LogisticRegression,centroid,0.2494078506390318
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,LawSchoolAdmissions,LogisticRegression,centroid,0.1247825333825378
Original,original,,Agglo,0,100,LawSchoolAdmissions,LogisticRegression,centroid,0.0049800796812748
Decoded,decoded,GNN,Agglo,2,100,LawSchoolAdmissions,LogisticRegression,centroid,0.1075320645584014
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,LogisticRegression,centroid,0.0344792851279193
Encoded,encoded,GNN,Agglo,3,100,LawSchoolAdmissions,LogisticRegression,centroid,0.259454620082995
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,LawSchoolAdmissions,LogisticRegression,centroid,0.2745012389007297
Original,original,,Agglo,0,100,LawSchoolAdmissions,LogisticRegression,centroid,0.0049800796812748
Decoded,decoded,MLP,Agglo,2,100,LawSchoolAdmissions,LogisticRegression,closest,0.0323140330925824
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,LawSchoolAdmissions,LogisticRegression,closest,0.006110717809292
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,LogisticRegression,closest,0.2440803892181745
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,LawSchoolAdmissions,LogisticRegression,closest,0.1126834815746465
Original,original,,Agglo,1,100,LawSchoolAdmissions,LogisticRegression,closest,0.0086515940020635
Decoded,decoded,GNN,Agglo,0,100,LawSchoolAdmissions,LogisticRegression,closest,0.0019920318725099
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,LogisticRegression,closest,0.0044820717131474
Encoded,encoded,GNN,Agglo,3,100,LawSchoolAdmissions,LogisticRegression,closest,0.2194266412610428
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,LawSchoolAdmissions,LogisticRegression,closest,0.2199575987166645
Original,original,,Agglo,2,100,LawSchoolAdmissions,LogisticRegression,closest,0.0086515940020635
Decoded,decoded,MLP,KIP,2,100,LawSchoolAdmissions,LogisticRegression,centroid,0.05519735801595129
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,LawSchoolAdmissions,LogisticRegression,centroid,0.01704091008367282
Encoded,encoded,MLP,KIP,4,100,LawSchoolAdmissions,LogisticRegression,centroid,0.2749843725287885
Encoded-FT,encoded,MLP-MultiHead,KIP,3,100,LawSchoolAdmissions,LogisticRegression,centroid,0.1124021870928384
Original,original,,KIP,0,100,LawSchoolAdmissions,LogisticRegression,centroid,0.00029880478087646
Decoded,decoded,GNN,KIP,2,100,LawSchoolAdmissions,LogisticRegression,centroid,0.08922062223695004
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,LawSchoolAdmissions,LogisticRegression,centroid,0.03847615210236552
Encoded,encoded,GNN,KIP,3,100,LawSchoolAdmissions,LogisticRegression,centroid,0.23345860414674008
Encoded-FT,encoded,GNN-MultiHead,KIP,4,100,LawSchoolAdmissions,LogisticRegression,centroid,0.23964501163587615
Original,original,,KIP,0,100,LawSchoolAdmissions,LogisticRegression,centroid,0.00029880478087646
Decoded,decoded,MLP,KMeans,2,100,LawSchoolAdmissions,LogisticRegression,centroid,0.08103935863351873
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,LogisticRegression,centroid,0.014292734543866079
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,LogisticRegression,centroid,0.25949679542698767
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,LawSchoolAdmissions,LogisticRegression,centroid,0.11543278681116742
Original,original,,KMeans,0,100,LawSchoolAdmissions,LogisticRegression,centroid,0.006175298804780799
Decoded,decoded,GNN,KMeans,2,100,LawSchoolAdmissions,LogisticRegression,centroid,0.06135458167330672
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,LogisticRegression,centroid,0.035412414613756674
Encoded,encoded,GNN,KMeans,3,100,LawSchoolAdmissions,LogisticRegression,centroid,0.2321217963684016
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,100,LawSchoolAdmissions,LogisticRegression,centroid,0.24035559086903802
Original,original,,KMeans,0,100,LawSchoolAdmissions,LogisticRegression,centroid,0.006175298804780799
Decoded,decoded,MLP,KMeans,1,100,LawSchoolAdmissions,LogisticRegression,closest,0.015124567891006782
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,LawSchoolAdmissions,LogisticRegression,closest,0.009843235752641582
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,LogisticRegression,closest,0.24772497910061073
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,LawSchoolAdmissions,LogisticRegression,closest,0.09553958080720593
Original,original,,KMeans,2,100,LawSchoolAdmissions,LogisticRegression,closest,0.0168326693227091
Decoded,decoded,GNN,KMeans,0,100,LawSchoolAdmissions,LogisticRegression,closest,0.0032665180487877602
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,LogisticRegression,closest,0.00392663749538702
Encoded,encoded,GNN,KMeans,4,100,LawSchoolAdmissions,LogisticRegression,closest,0.21488657844990544
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,LawSchoolAdmissions,LogisticRegression,closest,0.19967765987091327
Original,original,,KMeans,2,100,LawSchoolAdmissions,LogisticRegression,closest,0.0168326693227091
Decoded,decoded,MLP,Agglo,3,100,LawSchoolAdmissions,MLPClassifier,centroid,0.1485701805255348
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0319864210454966
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,MLPClassifier,centroid,0.2235396787142545
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0355157818630957
Original,original,,Agglo,0,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0115455004179878
Decoded,decoded,GNN,Agglo,3,100,LawSchoolAdmissions,MLPClassifier,centroid,0.1684227174477892
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0969524548309597
Encoded,encoded,GNN,Agglo,4,100,LawSchoolAdmissions,MLPClassifier,centroid,0.2257708297245799
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,LawSchoolAdmissions,MLPClassifier,centroid,0.1075330059723299
Original,original,,Agglo,0,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0115455004179878
Decoded,decoded,MLP,Agglo,1,100,LawSchoolAdmissions,MLPClassifier,closest,0.0199174944833143
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,LawSchoolAdmissions,MLPClassifier,closest,0.0369994502142658
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,MLPClassifier,closest,0.2029085924732073
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,LawSchoolAdmissions,MLPClassifier,closest,0.0400665767930169
Original,original,,Agglo,0,100,LawSchoolAdmissions,MLPClassifier,closest,0.0075030690094066
Decoded,decoded,GNN,Agglo,2,100,LawSchoolAdmissions,MLPClassifier,closest,0.0309320374456804
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,MLPClassifier,closest,0.0274638685334276
Encoded,encoded,GNN,Agglo,4,100,LawSchoolAdmissions,MLPClassifier,closest,0.2288379563033311
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,LawSchoolAdmissions,MLPClassifier,closest,0.1327205356268687
Original,original,,Agglo,0,100,LawSchoolAdmissions,MLPClassifier,closest,0.0075030690094066
Decoded,decoded,MLP,KIP,3,100,LawSchoolAdmissions,MLPClassifier,centroid,0.08405056522492255
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0290742511993613
Encoded,encoded,MLP,KIP,4,100,LawSchoolAdmissions,MLPClassifier,centroid,0.20529921900300496
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,LawSchoolAdmissions,MLPClassifier,centroid,0.005694048004578961
Original,original,,KIP,0,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0004980079681274399
Decoded,decoded,GNN,KIP,3,100,LawSchoolAdmissions,MLPClassifier,centroid,0.11878779776922554
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,LawSchoolAdmissions,MLPClassifier,centroid,0.05117770882443756
Encoded,encoded,GNN,KIP,4,100,LawSchoolAdmissions,MLPClassifier,centroid,0.21912087001709604
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,LawSchoolAdmissions,MLPClassifier,centroid,0.11171966199474315
Original,original,,KIP,0,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0004980079681274399
Decoded,decoded,MLP,KMeans,3,100,LawSchoolAdmissions,MLPClassifier,centroid,0.10277867735108707
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,MLPClassifier,centroid,0.04642526303105152
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,MLPClassifier,centroid,0.21498448549845978
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,LawSchoolAdmissions,MLPClassifier,centroid,0.04769297102704488
Original,original,,KMeans,0,100,LawSchoolAdmissions,MLPClassifier,centroid,0.01535013066825324
Decoded,decoded,GNN,KMeans,3,100,LawSchoolAdmissions,MLPClassifier,centroid,0.1071816702942483
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,MLPClassifier,centroid,0.0449848997205883
Encoded,encoded,GNN,KMeans,4,100,LawSchoolAdmissions,MLPClassifier,centroid,0.20182238908261096
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,LawSchoolAdmissions,MLPClassifier,centroid,0.08692018316149389
Original,original,,KMeans,0,100,LawSchoolAdmissions,MLPClassifier,centroid,0.01535013066825324
Decoded,decoded,MLP,KMeans,2,100,LawSchoolAdmissions,MLPClassifier,closest,0.033741028325262226
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,MLPClassifier,closest,0.029990246951701605
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,MLPClassifier,closest,0.20133266555705345
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,LawSchoolAdmissions,MLPClassifier,closest,0.04745535815151493
Original,original,,KMeans,0,100,LawSchoolAdmissions,MLPClassifier,closest,0.01139412105829982
Decoded,decoded,GNN,KMeans,2,100,LawSchoolAdmissions,MLPClassifier,closest,0.0226489128551954
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,MLPClassifier,closest,0.021503023821538
Encoded,encoded,GNN,KMeans,4,100,LawSchoolAdmissions,MLPClassifier,closest,0.20355854464937972
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,LawSchoolAdmissions,MLPClassifier,closest,0.09706693076465404
Original,original,,KMeans,0,100,LawSchoolAdmissions,MLPClassifier,closest,0.01139412105829982
Decoded,decoded,MLP,Agglo,2,100,LawSchoolAdmissions,XGBClassifier,centroid,0.146439760805549
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0105494844817328
Encoded,encoded,MLP,Agglo,3,100,LawSchoolAdmissions,XGBClassifier,centroid,0.2305164973376814
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0944577079206803
Original,original,,Agglo,4,100,LawSchoolAdmissions,XGBClassifier,centroid,0.2516540642722117
Decoded,decoded,GNN,Agglo,2,100,LawSchoolAdmissions,XGBClassifier,centroid,0.1068485980463778
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0687250996015935
Encoded,encoded,GNN,Agglo,3,100,LawSchoolAdmissions,XGBClassifier,centroid,0.2272874475632442
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0956391824008314
Original,original,,Agglo,4,100,LawSchoolAdmissions,XGBClassifier,centroid,0.2516540642722117
Decoded,decoded,MLP,Agglo,2,100,LawSchoolAdmissions,XGBClassifier,closest,0.0554709329035465
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,LawSchoolAdmissions,XGBClassifier,closest,0.0067103984816876
Encoded,encoded,MLP,Agglo,4,100,LawSchoolAdmissions,XGBClassifier,closest,0.2292926592307518
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,LawSchoolAdmissions,XGBClassifier,closest,0.0658406073249535
Original,original,,Agglo,1,100,LawSchoolAdmissions,XGBClassifier,closest,0.0419672915144714
Decoded,decoded,GNN,Agglo,0,100,LawSchoolAdmissions,XGBClassifier,closest,0.0049800796812748
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,LawSchoolAdmissions,XGBClassifier,closest,0.0129482071713147
Encoded,encoded,GNN,Agglo,4,100,LawSchoolAdmissions,XGBClassifier,closest,0.2354513891503927
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,LawSchoolAdmissions,XGBClassifier,closest,0.1232838024085134
Original,original,,Agglo,2,100,LawSchoolAdmissions,XGBClassifier,closest,0.0419672915144714
Decoded,decoded,MLP,KIP,2,100,LawSchoolAdmissions,XGBClassifier,centroid,0.07612065914037605
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,LawSchoolAdmissions,XGBClassifier,centroid,0.031640545568199716
Encoded,encoded,MLP,KIP,4,100,LawSchoolAdmissions,XGBClassifier,centroid,0.2923039411352699
Encoded-FT,encoded,MLP-MultiHead,KIP,3,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0847622741547985
Original,original,,KIP,0,100,LawSchoolAdmissions,XGBClassifier,centroid,0.029419561828301084
Decoded,decoded,GNN,KIP,2,100,LawSchoolAdmissions,XGBClassifier,centroid,0.09312391266691264
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,LawSchoolAdmissions,XGBClassifier,centroid,0.03955199993974946
Encoded,encoded,GNN,KIP,4,100,LawSchoolAdmissions,XGBClassifier,centroid,0.2529724203375533
Encoded-FT,encoded,GNN-MultiHead,KIP,3,100,LawSchoolAdmissions,XGBClassifier,centroid,0.1386587864044766
Original,original,,KIP,0,100,LawSchoolAdmissions,XGBClassifier,centroid,0.029419561828301084
Decoded,decoded,MLP,KMeans,2,100,LawSchoolAdmissions,XGBClassifier,centroid,0.10589513401968684
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0518414056439647
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,XGBClassifier,centroid,0.22194285240888995
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,XGBClassifier,centroid,0.094955527606022
Original,original,,KMeans,3,100,LawSchoolAdmissions,XGBClassifier,centroid,0.22183609606940852
Decoded,decoded,GNN,KMeans,0,100,LawSchoolAdmissions,XGBClassifier,centroid,0.05824415005384881
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,XGBClassifier,centroid,0.06394215199692714
Encoded,encoded,GNN,KMeans,3,100,LawSchoolAdmissions,XGBClassifier,centroid,0.21428445010129615
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,LawSchoolAdmissions,XGBClassifier,centroid,0.0982832375601563
Original,original,,KMeans,4,100,LawSchoolAdmissions,XGBClassifier,centroid,0.22183609606940852
Decoded,decoded,MLP,KMeans,0,100,LawSchoolAdmissions,XGBClassifier,closest,0.04204994765738558
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,LawSchoolAdmissions,XGBClassifier,closest,0.059139246416978576
Encoded,encoded,MLP,KMeans,4,100,LawSchoolAdmissions,XGBClassifier,closest,0.2340500003765656
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,LawSchoolAdmissions,XGBClassifier,closest,0.08063568034101773
Original,original,,KMeans,2,100,LawSchoolAdmissions,XGBClassifier,closest,0.06185409590371963
Decoded,decoded,GNN,KMeans,0,100,LawSchoolAdmissions,XGBClassifier,closest,0.007763840667575401
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,LawSchoolAdmissions,XGBClassifier,closest,0.0182118407278259
Encoded,encoded,GNN,KMeans,4,100,LawSchoolAdmissions,XGBClassifier,closest,0.2304069167564148
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,LawSchoolAdmissions,XGBClassifier,closest,0.10591810451953998
Original,original,,KMeans,2,100,LawSchoolAdmissions,XGBClassifier,closest,0.06185409590371963
Decoded,decoded,MLP,Agglo,4,100,MagicTelescope,GaussianNB,centroid,0.05902822947834
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,GaussianNB,centroid,0.0043561833365957
Encoded,encoded,MLP,Agglo,2,100,MagicTelescope,GaussianNB,centroid,-0.0248298194913368
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,MagicTelescope,GaussianNB,centroid,-0.0892640688430157
Original,original,,Agglo,0,100,MagicTelescope,GaussianNB,centroid,-0.1034842779835844
Decoded,decoded,GNN,Agglo,3,100,MagicTelescope,GaussianNB,centroid,0.0768863927324807
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MagicTelescope,GaussianNB,centroid,0.0278170208471882
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,GaussianNB,centroid,0.1664614004223663
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,MagicTelescope,GaussianNB,centroid,-0.0849349368821497
Original,original,,Agglo,0,100,MagicTelescope,GaussianNB,centroid,-0.1034842779835844
Decoded,decoded,MLP,Agglo,1,100,MagicTelescope,GaussianNB,closest,-0.0621786509326948
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,GaussianNB,closest,-0.0292398016313499
Encoded,encoded,MLP,Agglo,4,100,MagicTelescope,GaussianNB,closest,-0.025662941074201
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,GaussianNB,closest,-0.0940199438547176
Original,original,,Agglo,2,100,MagicTelescope,GaussianNB,closest,-0.061196290861255
Decoded,decoded,GNN,Agglo,1,100,MagicTelescope,GaussianNB,closest,-0.0694411854459951
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MagicTelescope,GaussianNB,closest,-0.0550650509599286
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,GaussianNB,closest,0.1736762150930871
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,GaussianNB,closest,-0.0854972407596756
Original,original,,Agglo,2,100,MagicTelescope,GaussianNB,closest,-0.061196290861255
Decoded,decoded,MLP,KIP,4,100,MagicTelescope,GaussianNB,centroid,0.2305391187208893
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,MagicTelescope,GaussianNB,centroid,0.09536947316077997
Encoded,encoded,MLP,KIP,2,100,MagicTelescope,GaussianNB,centroid,0.02177465535331524
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MagicTelescope,GaussianNB,centroid,-0.09311624553652291
Original,original,,KIP,1,100,MagicTelescope,GaussianNB,centroid,-0.04306420963174866
Decoded,decoded,GNN,KIP,4,100,MagicTelescope,GaussianNB,centroid,0.30957193173570136
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,MagicTelescope,GaussianNB,centroid,-0.010719031645854356
Encoded,encoded,GNN,KIP,3,100,MagicTelescope,GaussianNB,centroid,0.24288779818822653
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MagicTelescope,GaussianNB,centroid,-0.08657589157079129
Original,original,,KIP,1,100,MagicTelescope,GaussianNB,centroid,-0.04306420963174866
Decoded,decoded,MLP,KMeans,4,100,MagicTelescope,GaussianNB,centroid,0.06490992803726156
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MagicTelescope,GaussianNB,centroid,-0.02084196039192274
Encoded,encoded,MLP,KMeans,2,100,MagicTelescope,GaussianNB,centroid,-0.026142753453153637
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,GaussianNB,centroid,-0.08853240511653973
Original,original,,KMeans,1,100,MagicTelescope,GaussianNB,centroid,-0.086103313155236
Decoded,decoded,GNN,KMeans,3,100,MagicTelescope,GaussianNB,centroid,0.0887396368915112
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MagicTelescope,GaussianNB,centroid,-0.008954856421024
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,GaussianNB,centroid,0.1695762599558181
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,GaussianNB,centroid,-0.0869267084007591
Original,original,,KMeans,1,100,MagicTelescope,GaussianNB,centroid,-0.086103313155236
Decoded,decoded,MLP,KMeans,3,100,MagicTelescope,GaussianNB,closest,-0.0556291177360977
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MagicTelescope,GaussianNB,closest,-0.0627531735215055
Encoded,encoded,MLP,KMeans,4,100,MagicTelescope,GaussianNB,closest,-0.01455114776859578
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,GaussianNB,closest,-0.08966649605049906
Original,original,,KMeans,2,100,MagicTelescope,GaussianNB,closest,-0.06132668457123267
Decoded,decoded,GNN,KMeans,1,100,MagicTelescope,GaussianNB,closest,-0.06702394745832566
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MagicTelescope,GaussianNB,closest,-0.0636568110500918
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,GaussianNB,closest,0.16160206149719938
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,GaussianNB,closest,-0.08797137782078979
Original,original,,KMeans,3,100,MagicTelescope,GaussianNB,closest,-0.06132668457123267
Decoded,decoded,MLP,Agglo,4,100,MagicTelescope,KNeighborsClassifier,centroid,0.1745971990913867
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,KNeighborsClassifier,centroid,0.1663240368227454
Encoded,encoded,MLP,Agglo,1,100,MagicTelescope,KNeighborsClassifier,centroid,0.05939905857886
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,KNeighborsClassifier,centroid,-0.0059307307552221
Original,original,,Agglo,2,100,MagicTelescope,KNeighborsClassifier,centroid,0.1016448456775535
Decoded,decoded,GNN,Agglo,4,100,MagicTelescope,KNeighborsClassifier,centroid,0.2398530315373301
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MagicTelescope,KNeighborsClassifier,centroid,0.1803049470485363
Encoded,encoded,GNN,Agglo,3,100,MagicTelescope,KNeighborsClassifier,centroid,0.1827958484050613
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,KNeighborsClassifier,centroid,-0.0076659372923437
Original,original,,Agglo,1,100,MagicTelescope,KNeighborsClassifier,centroid,0.1016448456775535
Decoded,decoded,MLP,Agglo,4,100,MagicTelescope,KNeighborsClassifier,closest,0.1651590768178519
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,KNeighborsClassifier,closest,0.1485941240418273
Encoded,encoded,MLP,Agglo,1,100,MagicTelescope,KNeighborsClassifier,closest,0.1157614362094036
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,KNeighborsClassifier,closest,-0.0005021283457846
Original,original,,Agglo,2,100,MagicTelescope,KNeighborsClassifier,closest,0.1476460300998975
Decoded,decoded,GNN,Agglo,2,100,MagicTelescope,KNeighborsClassifier,closest,0.1756136892531745
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MagicTelescope,KNeighborsClassifier,closest,0.1933374852989832
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,KNeighborsClassifier,closest,0.23084780728948
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,KNeighborsClassifier,closest,-0.0048152606980306
Original,original,,Agglo,1,100,MagicTelescope,KNeighborsClassifier,closest,0.1476460300998975
Decoded,decoded,MLP,KIP,3,100,MagicTelescope,KNeighborsClassifier,centroid,0.2639965079003194
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,MagicTelescope,KNeighborsClassifier,centroid,0.26171240779716903
Encoded,encoded,MLP,KIP,1,100,MagicTelescope,KNeighborsClassifier,centroid,0.21897917251695306
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MagicTelescope,KNeighborsClassifier,centroid,0.0354284633927305
Original,original,,KIP,4,100,MagicTelescope,KNeighborsClassifier,centroid,0.4365214127433835
Decoded,decoded,GNN,KIP,2,100,MagicTelescope,KNeighborsClassifier,centroid,0.32158373393314404
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,MagicTelescope,KNeighborsClassifier,centroid,0.28315067464807925
Encoded,encoded,GNN,KIP,3,100,MagicTelescope,KNeighborsClassifier,centroid,0.328136981502437
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MagicTelescope,KNeighborsClassifier,centroid,0.01475384311686576
Original,original,,KIP,4,100,MagicTelescope,KNeighborsClassifier,centroid,0.4365214127433835
Decoded,decoded,MLP,KMeans,4,100,MagicTelescope,KNeighborsClassifier,centroid,0.16552836079840075
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MagicTelescope,KNeighborsClassifier,centroid,0.15623893079470286
Encoded,encoded,MLP,KMeans,1,100,MagicTelescope,KNeighborsClassifier,centroid,0.06355977301352078
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,KNeighborsClassifier,centroid,-0.00543127153021244
Original,original,,KMeans,2,100,MagicTelescope,KNeighborsClassifier,centroid,0.1054028009086132
Decoded,decoded,GNN,KMeans,4,100,MagicTelescope,KNeighborsClassifier,centroid,0.2648707005607934
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MagicTelescope,KNeighborsClassifier,centroid,0.16511937364632484
Encoded,encoded,GNN,KMeans,3,100,MagicTelescope,KNeighborsClassifier,centroid,0.1787142622800408
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,KNeighborsClassifier,centroid,-0.00885580909113648
Original,original,,KMeans,1,100,MagicTelescope,KNeighborsClassifier,centroid,0.1054028009086132
Decoded,decoded,MLP,KMeans,3,100,MagicTelescope,KNeighborsClassifier,closest,0.16341892128596008
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,MagicTelescope,KNeighborsClassifier,closest,0.16356766916247995
Encoded,encoded,MLP,KMeans,1,100,MagicTelescope,KNeighborsClassifier,closest,0.1113478781880006
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,KNeighborsClassifier,closest,-0.00194356477761496
Original,original,,KMeans,2,100,MagicTelescope,KNeighborsClassifier,closest,0.14308617089601822
Decoded,decoded,GNN,KMeans,2,100,MagicTelescope,KNeighborsClassifier,closest,0.16968062301727418
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,MagicTelescope,KNeighborsClassifier,closest,0.17969132730371534
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,KNeighborsClassifier,closest,0.2136606157327987
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,KNeighborsClassifier,closest,-0.0070350794758513415
Original,original,,KMeans,1,100,MagicTelescope,KNeighborsClassifier,closest,0.14308617089601822
Decoded,decoded,MLP,Agglo,4,100,MagicTelescope,LogisticRegression,centroid,0.0562703807788251
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,LogisticRegression,centroid,0.0391454487203964
Encoded,encoded,MLP,Agglo,2,100,MagicTelescope,LogisticRegression,centroid,0.0319982797613872
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,LogisticRegression,centroid,0.0198171379855063
Original,original,,Agglo,1,100,MagicTelescope,LogisticRegression,centroid,0.0296321392136678
Decoded,decoded,GNN,Agglo,3,100,MagicTelescope,LogisticRegression,centroid,0.1419613915842092
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MagicTelescope,LogisticRegression,centroid,0.0503123755081568
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,LogisticRegression,centroid,0.2303205054771671
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,LogisticRegression,centroid,0.019189380884715
Original,original,,Agglo,1,100,MagicTelescope,LogisticRegression,centroid,0.0296321392136678
Decoded,decoded,MLP,Agglo,2,100,MagicTelescope,LogisticRegression,closest,0.0257567276035196
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MagicTelescope,LogisticRegression,closest,0.0243685123754539
Encoded,encoded,MLP,Agglo,3,100,MagicTelescope,LogisticRegression,closest,0.0304470318436424
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,LogisticRegression,closest,0.0222195682016925
Original,original,,Agglo,4,100,MagicTelescope,LogisticRegression,closest,0.0338937378927239
Decoded,decoded,GNN,Agglo,3,100,MagicTelescope,LogisticRegression,closest,0.0554736329830838
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,MagicTelescope,LogisticRegression,closest,0.0290284849523806
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,LogisticRegression,closest,0.2285520611854643
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,LogisticRegression,closest,0.0216099559351346
Original,original,,Agglo,2,100,MagicTelescope,LogisticRegression,closest,0.0338937378927239
Decoded,decoded,MLP,KIP,4,100,MagicTelescope,LogisticRegression,centroid,0.0831243562984646
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,MagicTelescope,LogisticRegression,centroid,0.06110286469017963
Encoded,encoded,MLP,KIP,1,100,MagicTelescope,LogisticRegression,centroid,0.05660110423503134
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MagicTelescope,LogisticRegression,centroid,0.020068240825822797
Original,original,,KIP,3,100,MagicTelescope,LogisticRegression,centroid,0.07402539897646879
Decoded,decoded,GNN,KIP,3,100,MagicTelescope,LogisticRegression,centroid,0.17403707125043094
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,MagicTelescope,LogisticRegression,centroid,0.05170069906359108
Encoded,encoded,GNN,KIP,4,100,MagicTelescope,LogisticRegression,centroid,0.26830316822346634
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MagicTelescope,LogisticRegression,centroid,0.01873662664782848
Original,original,,KIP,2,100,MagicTelescope,LogisticRegression,centroid,0.07402539897646879
Decoded,decoded,MLP,KMeans,4,100,MagicTelescope,LogisticRegression,centroid,0.06238139845758074
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MagicTelescope,LogisticRegression,centroid,0.036546133511856815
Encoded,encoded,MLP,KMeans,2,100,MagicTelescope,LogisticRegression,centroid,0.03121956847251096
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,LogisticRegression,centroid,0.020634413817589098
Original,original,,KMeans,1,100,MagicTelescope,LogisticRegression,centroid,0.0258365107104623
Decoded,decoded,GNN,KMeans,3,100,MagicTelescope,LogisticRegression,centroid,0.14042595946227376
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MagicTelescope,LogisticRegression,centroid,0.03829426642195506
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,LogisticRegression,centroid,0.22862664457871623
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,LogisticRegression,centroid,0.01985456509134294
Original,original,,KMeans,1,100,MagicTelescope,LogisticRegression,centroid,0.0258365107104623
Decoded,decoded,MLP,KMeans,2,100,MagicTelescope,LogisticRegression,closest,0.0236054543913342
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MagicTelescope,LogisticRegression,closest,0.026848180005421718
Encoded,encoded,MLP,KMeans,4,100,MagicTelescope,LogisticRegression,closest,0.033327510737273316
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,LogisticRegression,closest,0.020087523097426042
Original,original,,KMeans,1,100,MagicTelescope,LogisticRegression,closest,0.0225225598515481
Decoded,decoded,GNN,KMeans,3,100,MagicTelescope,LogisticRegression,closest,0.044975302714060916
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MagicTelescope,LogisticRegression,closest,0.02827999699933184
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,LogisticRegression,closest,0.23401826020288086
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,LogisticRegression,closest,0.02136123629692634
Original,original,,KMeans,1,100,MagicTelescope,LogisticRegression,closest,0.0225225598515481
Decoded,decoded,MLP,Agglo,4,100,MagicTelescope,MLPClassifier,centroid,0.0713956464548709
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,MLPClassifier,centroid,0.0559905370387063
Encoded,encoded,MLP,Agglo,1,100,MagicTelescope,MLPClassifier,centroid,0.0359292426122566
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,MLPClassifier,centroid,0.0243920079754001
Original,original,,Agglo,2,100,MagicTelescope,MLPClassifier,centroid,0.0528683319506643
Decoded,decoded,GNN,Agglo,3,100,MagicTelescope,MLPClassifier,centroid,0.1248174957912708
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MagicTelescope,MLPClassifier,centroid,0.1012855852845878
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,MLPClassifier,centroid,0.2257120295439568
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,MLPClassifier,centroid,0.0257816037916615
Original,original,,Agglo,1,100,MagicTelescope,MLPClassifier,centroid,0.0528683319506643
Decoded,decoded,MLP,Agglo,2,100,MagicTelescope,MLPClassifier,closest,0.0512442131659953
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MagicTelescope,MLPClassifier,closest,0.0569348360795099
Encoded,encoded,MLP,Agglo,1,100,MagicTelescope,MLPClassifier,closest,0.036049607680047
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,MLPClassifier,closest,0.0245183103335299
Original,original,,Agglo,4,100,MagicTelescope,MLPClassifier,closest,0.0619693884105172
Decoded,decoded,GNN,Agglo,3,100,MagicTelescope,MLPClassifier,closest,0.0751372188760493
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,MagicTelescope,MLPClassifier,closest,0.0503600966590866
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,MLPClassifier,closest,0.2134048363008091
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,MLPClassifier,closest,0.029691579357013
Original,original,,Agglo,2,100,MagicTelescope,MLPClassifier,closest,0.0619693884105172
Decoded,decoded,MLP,KIP,4,100,MagicTelescope,MLPClassifier,centroid,0.10461192520957281
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,MagicTelescope,MLPClassifier,centroid,0.09326117546474134
Encoded,encoded,MLP,KIP,1,100,MagicTelescope,MLPClassifier,centroid,0.05429290380456163
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MagicTelescope,MLPClassifier,centroid,0.023302029419813384
Original,original,,KIP,2,100,MagicTelescope,MLPClassifier,centroid,0.0694393632633938
Decoded,decoded,GNN,KIP,3,100,MagicTelescope,MLPClassifier,centroid,0.18663429584006447
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,MagicTelescope,MLPClassifier,centroid,0.08184047364463803
Encoded,encoded,GNN,KIP,4,100,MagicTelescope,MLPClassifier,centroid,0.24729370210023555
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MagicTelescope,MLPClassifier,centroid,0.021997930584439822
Original,original,,KIP,1,100,MagicTelescope,MLPClassifier,centroid,0.0694393632633938
Decoded,decoded,MLP,KMeans,4,100,MagicTelescope,MLPClassifier,centroid,0.07404831982779694
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,MagicTelescope,MLPClassifier,centroid,0.057262034752579606
Encoded,encoded,MLP,KMeans,1,100,MagicTelescope,MLPClassifier,centroid,0.038656563917359346
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,MLPClassifier,centroid,0.02408278309944904
Original,original,,KMeans,3,100,MagicTelescope,MLPClassifier,centroid,0.057350932181570904
Decoded,decoded,GNN,KMeans,3,100,MagicTelescope,MLPClassifier,centroid,0.1484517975686256
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MagicTelescope,MLPClassifier,centroid,0.08193698160033716
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,MLPClassifier,centroid,0.22217615724535636
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,MLPClassifier,centroid,0.025765950935312122
Original,original,,KMeans,1,100,MagicTelescope,MLPClassifier,centroid,0.057350932181570904
Decoded,decoded,MLP,KMeans,2,100,MagicTelescope,MLPClassifier,closest,0.05327131203861178
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MagicTelescope,MLPClassifier,closest,0.057981418440252244
Encoded,encoded,MLP,KMeans,1,100,MagicTelescope,MLPClassifier,closest,0.03756663933713932
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,MLPClassifier,closest,0.0249249067710478
Original,original,,KMeans,4,100,MagicTelescope,MLPClassifier,closest,0.059027838874894226
Decoded,decoded,GNN,KMeans,3,100,MagicTelescope,MLPClassifier,closest,0.06438295090886421
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,MagicTelescope,MLPClassifier,closest,0.05442638488646549
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,MLPClassifier,closest,0.21823735883417522
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,MLPClassifier,closest,0.02735401417501076
Original,original,,KMeans,2,100,MagicTelescope,MLPClassifier,closest,0.059027838874894226
Decoded,decoded,MLP,Agglo,2,100,MagicTelescope,XGBClassifier,centroid,0.1126374929266256
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MagicTelescope,XGBClassifier,centroid,0.1089857454663038
Encoded,encoded,MLP,Agglo,3,100,MagicTelescope,XGBClassifier,centroid,0.1481808628169545
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,XGBClassifier,centroid,0.0599342513001535
Original,original,,Agglo,4,100,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,GNN,Agglo,3,100,MagicTelescope,XGBClassifier,centroid,0.2509980868206192
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,MagicTelescope,XGBClassifier,centroid,0.0495618549756137
Encoded,encoded,GNN,Agglo,2,100,MagicTelescope,XGBClassifier,centroid,0.228968769367573
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,XGBClassifier,centroid,0.0483546657325321
Original,original,,Agglo,4,100,MagicTelescope,XGBClassifier,centroid,0.4213513513513514
Decoded,decoded,MLP,Agglo,2,100,MagicTelescope,XGBClassifier,closest,0.0621926113551238
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MagicTelescope,XGBClassifier,closest,0.0599765568160384
Encoded,encoded,MLP,Agglo,4,100,MagicTelescope,XGBClassifier,closest,0.1266435827652179
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MagicTelescope,XGBClassifier,closest,0.0597841610304221
Original,original,,Agglo,3,100,MagicTelescope,XGBClassifier,closest,0.0869073859502573
Decoded,decoded,GNN,Agglo,2,100,MagicTelescope,XGBClassifier,closest,0.0485950257336099
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,MagicTelescope,XGBClassifier,closest,0.0250451348656732
Encoded,encoded,GNN,Agglo,4,100,MagicTelescope,XGBClassifier,closest,0.2278634367168763
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,MagicTelescope,XGBClassifier,closest,0.0482285575705316
Original,original,,Agglo,3,100,MagicTelescope,XGBClassifier,closest,0.0869073859502573
Decoded,decoded,MLP,KIP,3,100,MagicTelescope,XGBClassifier,centroid,0.10774002317372197
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,MagicTelescope,XGBClassifier,centroid,0.08483301447010319
Encoded,encoded,MLP,KIP,4,100,MagicTelescope,XGBClassifier,centroid,0.16663884023604858
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MagicTelescope,XGBClassifier,centroid,0.047153458543289006
Original,original,,KIP,1,100,MagicTelescope,XGBClassifier,centroid,0.06473105009296438
Decoded,decoded,GNN,KIP,3,100,MagicTelescope,XGBClassifier,centroid,0.21357872328959063
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,MagicTelescope,XGBClassifier,centroid,0.07813974293336205
Encoded,encoded,GNN,KIP,4,100,MagicTelescope,XGBClassifier,centroid,0.3200753415429387
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MagicTelescope,XGBClassifier,centroid,0.03679900838026458
Original,original,,KIP,1,100,MagicTelescope,XGBClassifier,centroid,0.06473105009296438
Decoded,decoded,MLP,KMeans,2,100,MagicTelescope,XGBClassifier,centroid,0.11617730592007755
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MagicTelescope,XGBClassifier,centroid,0.07747923796179026
Encoded,encoded,MLP,KMeans,3,100,MagicTelescope,XGBClassifier,centroid,0.12897846999541912
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,XGBClassifier,centroid,0.05170472366683726
Original,original,,KMeans,4,100,MagicTelescope,XGBClassifier,centroid,0.4215135135135135
Decoded,decoded,GNN,KMeans,2,100,MagicTelescope,XGBClassifier,centroid,0.1804878876882864
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,XGBClassifier,centroid,0.05093373932257274
Encoded,encoded,GNN,KMeans,3,100,MagicTelescope,XGBClassifier,centroid,0.2281554795074236
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,MagicTelescope,XGBClassifier,centroid,0.05284594864056473
Original,original,,KMeans,4,100,MagicTelescope,XGBClassifier,centroid,0.4215135135135135
Decoded,decoded,MLP,KMeans,2,100,MagicTelescope,XGBClassifier,closest,0.05826229419848559
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MagicTelescope,XGBClassifier,closest,0.054431570154401566
Encoded,encoded,MLP,KMeans,4,100,MagicTelescope,XGBClassifier,closest,0.1172212012610816
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MagicTelescope,XGBClassifier,closest,0.04785616124599167
Original,original,,KMeans,3,100,MagicTelescope,XGBClassifier,closest,0.10819870119371613
Decoded,decoded,GNN,KMeans,2,100,MagicTelescope,XGBClassifier,closest,0.0560641858209156
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,MagicTelescope,XGBClassifier,closest,0.04385373608903016
Encoded,encoded,GNN,KMeans,4,100,MagicTelescope,XGBClassifier,closest,0.22910177575381957
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,MagicTelescope,XGBClassifier,closest,0.04670900811080268
Original,original,,KMeans,3,100,MagicTelescope,XGBClassifier,closest,0.10819870119371613
Decoded,decoded,MLP,Agglo,2,100,MedicalAppointments,GaussianNB,centroid,-0.0580149754671145
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,MedicalAppointments,GaussianNB,centroid,0.0219813031701769
Encoded,encoded,MLP,Agglo,1,100,MedicalAppointments,GaussianNB,centroid,-0.0897631312973673
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,GaussianNB,centroid,-0.1044303530069488
Original,original,,Agglo,3,100,MedicalAppointments,GaussianNB,centroid,0.0139842533589265
Decoded,decoded,GNN,Agglo,4,100,MedicalAppointments,GaussianNB,centroid,0.0730264835829792
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MedicalAppointments,GaussianNB,centroid,0.0289777409741865
Encoded,encoded,GNN,Agglo,1,100,MedicalAppointments,GaussianNB,centroid,-0.1429718064525806
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MedicalAppointments,GaussianNB,centroid,-0.165876466278125
Original,original,,Agglo,2,100,MedicalAppointments,GaussianNB,centroid,0.0139842533589265
Decoded,decoded,MLP,Agglo,3,100,MedicalAppointments,GaussianNB,closest,0.0243470758763095
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,MedicalAppointments,GaussianNB,closest,0.0328639610853756
Encoded,encoded,MLP,Agglo,1,100,MedicalAppointments,GaussianNB,closest,-0.0624923369761184
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,GaussianNB,closest,-0.0947374792440907
Original,original,,Agglo,2,100,MedicalAppointments,GaussianNB,closest,0.0012309122805143
Decoded,decoded,GNN,Agglo,2,100,MedicalAppointments,GaussianNB,closest,-0.0007341845102673
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,MedicalAppointments,GaussianNB,closest,0.0186638066091609
Encoded,encoded,GNN,Agglo,1,100,MedicalAppointments,GaussianNB,closest,-0.1500355840220064
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MedicalAppointments,GaussianNB,closest,-0.1639364602322039
Original,original,,Agglo,3,100,MedicalAppointments,GaussianNB,closest,0.0012309122805143
Decoded,decoded,MLP,KIP,3,100,MedicalAppointments,GaussianNB,centroid,0.035990543806974716
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,MedicalAppointments,GaussianNB,centroid,0.03660551710128262
Encoded,encoded,MLP,KIP,1,100,MedicalAppointments,GaussianNB,centroid,0.0015094799042103392
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MedicalAppointments,GaussianNB,centroid,-0.032944389424914775
Original,original,,KIP,2,100,MedicalAppointments,GaussianNB,centroid,0.010239558844349623
Decoded,decoded,GNN,KIP,4,100,MedicalAppointments,GaussianNB,centroid,0.03395160607496091
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,MedicalAppointments,GaussianNB,centroid,0.03186253858672028
Encoded,encoded,GNN,KIP,1,100,MedicalAppointments,GaussianNB,centroid,-0.03383708536250768
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MedicalAppointments,GaussianNB,centroid,-0.0424348127790698
Original,original,,KIP,2,100,MedicalAppointments,GaussianNB,centroid,0.010239558844349623
Decoded,decoded,MLP,KMeans,2,100,MedicalAppointments,GaussianNB,centroid,-0.05696000880159176
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MedicalAppointments,GaussianNB,centroid,0.01713558193542246
Encoded,encoded,MLP,KMeans,1,100,MedicalAppointments,GaussianNB,centroid,-0.0999259866137857
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,GaussianNB,centroid,-0.14097563507606786
Original,original,,KMeans,4,100,MedicalAppointments,GaussianNB,centroid,0.0313507563695572
Decoded,decoded,GNN,KMeans,3,100,MedicalAppointments,GaussianNB,centroid,0.025716030364802293
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MedicalAppointments,GaussianNB,centroid,0.01078372622910594
Encoded,encoded,GNN,KMeans,1,100,MedicalAppointments,GaussianNB,centroid,-0.14251317177882677
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MedicalAppointments,GaussianNB,centroid,-0.1583220999798066
Original,original,,KMeans,4,100,MedicalAppointments,GaussianNB,centroid,0.0313507563695572
Decoded,decoded,MLP,KMeans,3,100,MedicalAppointments,GaussianNB,closest,0.02134568821154042
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,MedicalAppointments,GaussianNB,closest,0.01733901528052231
Encoded,encoded,MLP,KMeans,1,100,MedicalAppointments,GaussianNB,closest,-0.0695422327245047
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,GaussianNB,closest,-0.11034887171835035
Original,original,,KMeans,4,100,MedicalAppointments,GaussianNB,closest,0.027541446720277602
Decoded,decoded,GNN,KMeans,2,100,MedicalAppointments,GaussianNB,closest,0.01148128342522642
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,MedicalAppointments,GaussianNB,closest,0.0118299154450521
Encoded,encoded,GNN,KMeans,1,100,MedicalAppointments,GaussianNB,closest,-0.12389287303858909
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MedicalAppointments,GaussianNB,closest,-0.14783561716593208
Original,original,,KMeans,4,100,MedicalAppointments,GaussianNB,closest,0.027541446720277602
Decoded,decoded,MLP,Agglo,3,100,MedicalAppointments,KNeighborsClassifier,centroid,0.0027652835899761
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0552321200833693
Encoded,encoded,MLP,Agglo,4,100,MedicalAppointments,KNeighborsClassifier,centroid,0.0082598087981553
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.1065539308581249
Original,original,,Agglo,2,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0286731009468762
Decoded,decoded,GNN,Agglo,0,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0703237580197465
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0683421834585289
Encoded,encoded,GNN,Agglo,4,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0172981078780247
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0478042121812078
Original,original,,Agglo,3,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0286731009468762
Decoded,decoded,MLP,Agglo,2,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0364801018960358
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0604320307123261
Encoded,encoded,MLP,Agglo,4,100,MedicalAppointments,KNeighborsClassifier,closest,0.0148022421041988
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0531521232146176
Original,original,,Agglo,3,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0075171158594459
Decoded,decoded,GNN,Agglo,1,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0661077442944417
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0679382198201489
Encoded,encoded,GNN,Agglo,3,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0156891029300003
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0358342819493323
Original,original,,Agglo,4,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0075171158594459
Decoded,decoded,MLP,KIP,3,100,MedicalAppointments,KNeighborsClassifier,centroid,0.06628753013010992
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,MedicalAppointments,KNeighborsClassifier,centroid,0.06150958781683504
Encoded,encoded,MLP,KIP,4,100,MedicalAppointments,KNeighborsClassifier,centroid,0.06799839849700086
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MedicalAppointments,KNeighborsClassifier,centroid,0.022454849683776618
Original,original,,KIP,2,100,MedicalAppointments,KNeighborsClassifier,centroid,0.06314440925414322
Decoded,decoded,GNN,KIP,0,100,MedicalAppointments,KNeighborsClassifier,centroid,0.044877897627753245
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,MedicalAppointments,KNeighborsClassifier,centroid,0.06365276414198906
Encoded,encoded,GNN,KIP,4,100,MedicalAppointments,KNeighborsClassifier,centroid,0.0715898423612221
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,MedicalAppointments,KNeighborsClassifier,centroid,0.052178794273729776
Original,original,,KIP,2,100,MedicalAppointments,KNeighborsClassifier,centroid,0.06314440925414322
Decoded,decoded,MLP,KMeans,2,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.035833303434261665
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.03228414772968182
Encoded,encoded,MLP,KMeans,4,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.006901907125872781
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.08732447885918176
Original,original,,KMeans,1,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.06967518192226012
Decoded,decoded,GNN,KMeans,1,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.0756156979911084
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.08566891290237344
Encoded,encoded,GNN,KMeans,4,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.026300854243656645
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.04842767305854451
Original,original,,KMeans,2,100,MedicalAppointments,KNeighborsClassifier,centroid,-0.06967518192226012
Decoded,decoded,MLP,KMeans,3,100,MedicalAppointments,KNeighborsClassifier,closest,-0.032973054956668
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,KNeighborsClassifier,closest,-0.06965409492248517
Encoded,encoded,MLP,KMeans,4,100,MedicalAppointments,KNeighborsClassifier,closest,0.00079068910293018
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,MedicalAppointments,KNeighborsClassifier,closest,-0.055934791755684235
Original,original,,KMeans,2,100,MedicalAppointments,KNeighborsClassifier,closest,-0.04085352607905736
Decoded,decoded,GNN,KMeans,1,100,MedicalAppointments,KNeighborsClassifier,closest,-0.0664034189316571
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,MedicalAppointments,KNeighborsClassifier,closest,-0.07034745439304327
Encoded,encoded,GNN,KMeans,4,100,MedicalAppointments,KNeighborsClassifier,closest,-0.01674058260787296
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,MedicalAppointments,KNeighborsClassifier,closest,-0.03717003656384632
Original,original,,KMeans,2,100,MedicalAppointments,KNeighborsClassifier,closest,-0.04085352607905736
Decoded,decoded,MLP,Agglo,4,100,MedicalAppointments,LogisticRegression,centroid,0.1500095042617725
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MedicalAppointments,LogisticRegression,centroid,0.1497483211182592
Encoded,encoded,MLP,Agglo,2,100,MedicalAppointments,LogisticRegression,centroid,0.1486356458687522
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,LogisticRegression,centroid,0.0950696124946648
Original,original,,Agglo,0,100,MedicalAppointments,LogisticRegression,centroid,0.0810661993743803
Decoded,decoded,GNN,Agglo,3,100,MedicalAppointments,LogisticRegression,centroid,0.1136133352189938
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,MedicalAppointments,LogisticRegression,centroid,0.1143963237192928
Encoded,encoded,GNN,Agglo,0,100,MedicalAppointments,LogisticRegression,centroid,0.078503379219063
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,MedicalAppointments,LogisticRegression,centroid,0.0959725699502797
Original,original,,Agglo,1,100,MedicalAppointments,LogisticRegression,centroid,0.0810661993743803
Decoded,decoded,MLP,Agglo,4,100,MedicalAppointments,LogisticRegression,closest,0.162668718175535
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,LogisticRegression,closest,0.124428210500011
Encoded,encoded,MLP,Agglo,2,100,MedicalAppointments,LogisticRegression,closest,0.1471661488696239
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,LogisticRegression,closest,0.0885991419309868
Original,original,,Agglo,3,100,MedicalAppointments,LogisticRegression,closest,0.1477357735294635
Decoded,decoded,GNN,Agglo,2,100,MedicalAppointments,LogisticRegression,closest,0.1210920778910536
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,MedicalAppointments,LogisticRegression,closest,0.1192504036769537
Encoded,encoded,GNN,Agglo,0,100,MedicalAppointments,LogisticRegression,closest,0.1085785656074175
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,MedicalAppointments,LogisticRegression,closest,0.1399025229450267
Original,original,,Agglo,4,100,MedicalAppointments,LogisticRegression,closest,0.1477357735294635
Decoded,decoded,MLP,KIP,4,100,MedicalAppointments,LogisticRegression,centroid,0.19522116883418283
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,MedicalAppointments,LogisticRegression,centroid,0.16899868973707302
Encoded,encoded,MLP,KIP,2,100,MedicalAppointments,LogisticRegression,centroid,0.16388658186850477
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MedicalAppointments,LogisticRegression,centroid,0.14559278161309924
Original,original,,KIP,1,100,MedicalAppointments,LogisticRegression,centroid,0.150935670206113
Decoded,decoded,GNN,KIP,3,100,MedicalAppointments,LogisticRegression,centroid,0.1601723542305323
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,MedicalAppointments,LogisticRegression,centroid,0.1669812480319236
Encoded,encoded,GNN,KIP,1,100,MedicalAppointments,LogisticRegression,centroid,0.1409395707747771
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MedicalAppointments,LogisticRegression,centroid,0.13709689011159204
Original,original,,KIP,2,100,MedicalAppointments,LogisticRegression,centroid,0.150935670206113
Decoded,decoded,MLP,KMeans,2,100,MedicalAppointments,LogisticRegression,centroid,0.11496210600698079
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MedicalAppointments,LogisticRegression,centroid,0.11531700657052638
Encoded,encoded,MLP,KMeans,4,100,MedicalAppointments,LogisticRegression,centroid,0.14131745545495192
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,MedicalAppointments,LogisticRegression,centroid,0.0969864513610726
Original,original,,KMeans,0,100,MedicalAppointments,LogisticRegression,centroid,0.051800463370448815
Decoded,decoded,GNN,KMeans,3,100,MedicalAppointments,LogisticRegression,centroid,0.10696301639676212
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MedicalAppointments,LogisticRegression,centroid,0.1154466655957573
Encoded,encoded,GNN,KMeans,1,100,MedicalAppointments,LogisticRegression,centroid,0.07995170110158978
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,MedicalAppointments,LogisticRegression,centroid,0.09597195292701448
Original,original,,KMeans,0,100,MedicalAppointments,LogisticRegression,centroid,0.051800463370448815
Decoded,decoded,MLP,KMeans,3,100,MedicalAppointments,LogisticRegression,closest,0.13203438249959346
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MedicalAppointments,LogisticRegression,closest,0.10237075062913573
Encoded,encoded,MLP,KMeans,2,100,MedicalAppointments,LogisticRegression,closest,0.12668493102275874
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,LogisticRegression,closest,0.0914731521608118
Original,original,,KMeans,4,100,MedicalAppointments,LogisticRegression,closest,0.1379390006593033
Decoded,decoded,GNN,KMeans,3,100,MedicalAppointments,LogisticRegression,closest,0.13025313449571624
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MedicalAppointments,LogisticRegression,closest,0.1213914744072421
Encoded,encoded,GNN,KMeans,1,100,MedicalAppointments,LogisticRegression,closest,0.10456752173236564
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MedicalAppointments,LogisticRegression,closest,0.09659813337841325
Original,original,,KMeans,4,100,MedicalAppointments,LogisticRegression,closest,0.1379390006593033
Decoded,decoded,MLP,Agglo,2,100,MedicalAppointments,MLPClassifier,centroid,0.0222700295063784
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,MedicalAppointments,MLPClassifier,centroid,0.0545654025478148
Encoded,encoded,MLP,Agglo,3,100,MedicalAppointments,MLPClassifier,centroid,0.0331711306107457
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,MLPClassifier,centroid,-0.0721412390787426
Original,original,,Agglo,1,100,MedicalAppointments,MLPClassifier,centroid,0.0103470536140643
Decoded,decoded,GNN,Agglo,3,100,MedicalAppointments,MLPClassifier,centroid,-0.0061185600155983
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MedicalAppointments,MLPClassifier,centroid,-0.0090974125036457
Encoded,encoded,GNN,Agglo,1,100,MedicalAppointments,MLPClassifier,centroid,-0.0288852619663418
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MedicalAppointments,MLPClassifier,centroid,-0.0309643980746887
Original,original,,Agglo,4,100,MedicalAppointments,MLPClassifier,centroid,0.0103470536140643
Decoded,decoded,MLP,Agglo,4,100,MedicalAppointments,MLPClassifier,closest,0.0567040416227586
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,MLPClassifier,closest,0.0237798286204226
Encoded,encoded,MLP,Agglo,2,100,MedicalAppointments,MLPClassifier,closest,0.0355706369962021
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,MLPClassifier,closest,-0.0629952784593033
Original,original,,Agglo,3,100,MedicalAppointments,MLPClassifier,closest,0.0359364817259298
Decoded,decoded,GNN,Agglo,2,100,MedicalAppointments,MLPClassifier,closest,0.0223731942524391
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,MedicalAppointments,MLPClassifier,closest,0.0102532674812821
Encoded,encoded,GNN,Agglo,1,100,MedicalAppointments,MLPClassifier,closest,0.0109046476388001
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,MedicalAppointments,MLPClassifier,closest,0.0340706893666937
Original,original,,Agglo,4,100,MedicalAppointments,MLPClassifier,closest,0.0359364817259298
Decoded,decoded,MLP,KIP,4,100,MedicalAppointments,MLPClassifier,centroid,0.10102620155995505
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,MedicalAppointments,MLPClassifier,centroid,0.07569119394712187
Encoded,encoded,MLP,KIP,2,100,MedicalAppointments,MLPClassifier,centroid,0.07386419279339482
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,MedicalAppointments,MLPClassifier,centroid,0.04295540437861456
Original,original,,KIP,0,100,MedicalAppointments,MLPClassifier,centroid,-0.0010935305458674796
Decoded,decoded,GNN,KIP,4,100,MedicalAppointments,MLPClassifier,centroid,0.06861147581306873
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,MedicalAppointments,MLPClassifier,centroid,0.06767717678205287
Encoded,encoded,GNN,KIP,2,100,MedicalAppointments,MLPClassifier,centroid,0.05151035473777214
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,MedicalAppointments,MLPClassifier,centroid,0.04723430605315408
Original,original,,KIP,0,100,MedicalAppointments,MLPClassifier,centroid,-0.0010935305458674796
Decoded,decoded,MLP,KMeans,1,100,MedicalAppointments,MLPClassifier,centroid,0.0064980076751735005
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MedicalAppointments,MLPClassifier,centroid,0.01569216963815028
Encoded,encoded,MLP,KMeans,4,100,MedicalAppointments,MLPClassifier,centroid,0.01888702971672738
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,MLPClassifier,centroid,-0.0806753358154344
Original,original,,KMeans,2,100,MedicalAppointments,MLPClassifier,centroid,0.012008171530581039
Decoded,decoded,GNN,KMeans,2,100,MedicalAppointments,MLPClassifier,centroid,-0.003132614458684781
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,MedicalAppointments,MLPClassifier,centroid,0.007805559752288039
Encoded,encoded,GNN,KMeans,0,100,MedicalAppointments,MLPClassifier,centroid,-0.04679117839753848
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,MedicalAppointments,MLPClassifier,centroid,-0.03835692054572796
Original,original,,KMeans,4,100,MedicalAppointments,MLPClassifier,centroid,0.012008171530581039
Decoded,decoded,MLP,KMeans,4,100,MedicalAppointments,MLPClassifier,closest,0.028940855863875604
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MedicalAppointments,MLPClassifier,closest,-0.0004671652778830599
Encoded,encoded,MLP,KMeans,2,100,MedicalAppointments,MLPClassifier,closest,0.0008976672709174998
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,MLPClassifier,closest,-0.06718813332731186
Original,original,,KMeans,3,100,MedicalAppointments,MLPClassifier,closest,0.02589528124136284
Decoded,decoded,GNN,KMeans,3,100,MedicalAppointments,MLPClassifier,closest,0.02210271189301954
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MedicalAppointments,MLPClassifier,closest,0.0116303158709072
Encoded,encoded,GNN,KMeans,0,100,MedicalAppointments,MLPClassifier,closest,-0.01716253128929988
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,MedicalAppointments,MLPClassifier,closest,-0.01120507851120878
Original,original,,KMeans,4,100,MedicalAppointments,MLPClassifier,closest,0.02589528124136284
Decoded,decoded,MLP,Agglo,3,100,MedicalAppointments,XGBClassifier,centroid,0.2429953157587175
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,XGBClassifier,centroid,0.1427596407835138
Encoded,encoded,MLP,Agglo,2,100,MedicalAppointments,XGBClassifier,centroid,0.1855999943611428
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,XGBClassifier,centroid,0.1249600691770753
Original,original,,Agglo,4,100,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,GNN,Agglo,2,100,MedicalAppointments,XGBClassifier,centroid,0.1700608198632471
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,MedicalAppointments,XGBClassifier,centroid,0.1342348589368041
Encoded,encoded,GNN,Agglo,3,100,MedicalAppointments,XGBClassifier,centroid,0.1767642774136902
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,MedicalAppointments,XGBClassifier,centroid,0.1535579194425405
Original,original,,Agglo,4,100,MedicalAppointments,XGBClassifier,centroid,0.2635450272061563
Decoded,decoded,MLP,Agglo,3,100,MedicalAppointments,XGBClassifier,closest,0.1883408912639471
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MedicalAppointments,XGBClassifier,closest,0.1609329196752762
Encoded,encoded,MLP,Agglo,2,100,MedicalAppointments,XGBClassifier,closest,0.1855238564889548
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MedicalAppointments,XGBClassifier,closest,0.1331261718250241
Original,original,,Agglo,4,100,MedicalAppointments,XGBClassifier,closest,0.212397799036979
Decoded,decoded,GNN,Agglo,0,100,MedicalAppointments,XGBClassifier,closest,0.111223799595013
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,MedicalAppointments,XGBClassifier,closest,0.1609354465216894
Encoded,encoded,GNN,Agglo,3,100,MedicalAppointments,XGBClassifier,closest,0.1815972036587672
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,MedicalAppointments,XGBClassifier,closest,0.1752954481920679
Original,original,,Agglo,4,100,MedicalAppointments,XGBClassifier,closest,0.212397799036979
Decoded,decoded,MLP,KIP,2,100,MedicalAppointments,XGBClassifier,centroid,0.22829740822693306
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,MedicalAppointments,XGBClassifier,centroid,0.23507946400001906
Encoded,encoded,MLP,KIP,4,100,MedicalAppointments,XGBClassifier,centroid,0.23843498304486058
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,MedicalAppointments,XGBClassifier,centroid,0.21370775611516776
Original,original,,KIP,0,100,MedicalAppointments,XGBClassifier,centroid,0.1960032604298245
Decoded,decoded,GNN,KIP,1,100,MedicalAppointments,XGBClassifier,centroid,0.21121687071616413
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,MedicalAppointments,XGBClassifier,centroid,0.21717379144260854
Encoded,encoded,GNN,KIP,3,100,MedicalAppointments,XGBClassifier,centroid,0.21715519917268383
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,MedicalAppointments,XGBClassifier,centroid,0.21367163551065044
Original,original,,KIP,0,100,MedicalAppointments,XGBClassifier,centroid,0.1960032604298245
Decoded,decoded,MLP,KMeans,2,100,MedicalAppointments,XGBClassifier,centroid,0.16763617773784473
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MedicalAppointments,XGBClassifier,centroid,0.13647988217980137
Encoded,encoded,MLP,KMeans,3,100,MedicalAppointments,XGBClassifier,centroid,0.18189061042491717
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,XGBClassifier,centroid,0.1287253097182247
Original,original,,KMeans,4,100,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,GNN,KMeans,0,100,MedicalAppointments,XGBClassifier,centroid,0.13468748362537025
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MedicalAppointments,XGBClassifier,centroid,0.15085102857278132
Encoded,encoded,GNN,KMeans,3,100,MedicalAppointments,XGBClassifier,centroid,0.17042846271717918
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,MedicalAppointments,XGBClassifier,centroid,0.14364261401463502
Original,original,,KMeans,4,100,MedicalAppointments,XGBClassifier,centroid,0.2634893700891073
Decoded,decoded,MLP,KMeans,2,100,MedicalAppointments,XGBClassifier,closest,0.19138462405978038
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MedicalAppointments,XGBClassifier,closest,0.13852594951573652
Encoded,encoded,MLP,KMeans,3,100,MedicalAppointments,XGBClassifier,closest,0.19209985458663856
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MedicalAppointments,XGBClassifier,closest,0.13491966091317037
Original,original,,KMeans,4,100,MedicalAppointments,XGBClassifier,closest,0.19285276172343693
Decoded,decoded,GNN,KMeans,0,100,MedicalAppointments,XGBClassifier,closest,0.15294965431411148
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,MedicalAppointments,XGBClassifier,closest,0.15349510736038446
Encoded,encoded,GNN,KMeans,3,100,MedicalAppointments,XGBClassifier,closest,0.1857480675609575
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,MedicalAppointments,XGBClassifier,closest,0.16748547129808353
Original,original,,KMeans,4,100,MedicalAppointments,XGBClassifier,closest,0.19285276172343693
Decoded,decoded,MLP,Agglo,4,100,MiniBooNE,GaussianNB,centroid,-0.0056373886161118
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MiniBooNE,GaussianNB,centroid,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,100,MiniBooNE,GaussianNB,centroid,-0.4220767412256773
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MiniBooNE,GaussianNB,centroid,-0.4369885433715219
Original,original,,Agglo,2,100,MiniBooNE,GaussianNB,centroid,-0.1891252955082742
Decoded,decoded,GNN,Agglo,2,100,MiniBooNE,GaussianNB,centroid,-0.2178577923258774
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MiniBooNE,GaussianNB,centroid,-0.2080378250591016
Encoded,encoded,GNN,Agglo,1,100,MiniBooNE,GaussianNB,centroid,-0.3871613020549189
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,GaussianNB,centroid,-0.4324422622294963
Original,original,,Agglo,4,100,MiniBooNE,GaussianNB,centroid,-0.1891252955082742
Decoded,decoded,MLP,Agglo,4,100,MiniBooNE,GaussianNB,closest,-0.0056373886161118
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MiniBooNE,GaussianNB,closest,-0.0058192398617929
Encoded,encoded,MLP,Agglo,1,100,MiniBooNE,GaussianNB,closest,-0.420985633751591
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MiniBooNE,GaussianNB,closest,-0.4364429896344789
Original,original,,Agglo,2,100,MiniBooNE,GaussianNB,closest,-0.1202036733951625
Decoded,decoded,GNN,Agglo,3,100,MiniBooNE,GaussianNB,closest,-0.117294053464266
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,MiniBooNE,GaussianNB,closest,-0.0763775231860337
Encoded,encoded,GNN,Agglo,1,100,MiniBooNE,GaussianNB,closest,-0.3742498636115657
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,GaussianNB,closest,-0.425895617384979
Original,original,,Agglo,2,100,MiniBooNE,GaussianNB,closest,-0.1202036733951625
Decoded,decoded,MLP,KIP,3,100,MiniBooNE,GaussianNB,centroid,-0.2182578650663755
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,MiniBooNE,GaussianNB,centroid,-0.23618839789052543
Encoded,encoded,MLP,KIP,1,100,MiniBooNE,GaussianNB,centroid,-0.34438988907074
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MiniBooNE,GaussianNB,centroid,-0.43164211674849967
Original,original,,KIP,4,100,MiniBooNE,GaussianNB,centroid,0.0015639207128569804
Decoded,decoded,GNN,KIP,3,100,MiniBooNE,GaussianNB,centroid,-0.23495180941989435
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,MiniBooNE,GaussianNB,centroid,-0.2349881796690306
Encoded,encoded,GNN,KIP,1,100,MiniBooNE,GaussianNB,centroid,-0.3671212947808692
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MiniBooNE,GaussianNB,centroid,-0.4132387706855791
Original,original,,KIP,4,100,MiniBooNE,GaussianNB,centroid,0.0015639207128569804
Decoded,decoded,MLP,KMeans,4,100,MiniBooNE,GaussianNB,centroid,-0.00589198036006538
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MiniBooNE,GaussianNB,centroid,-0.02058556101109282
Encoded,encoded,MLP,KMeans,1,100,MiniBooNE,GaussianNB,centroid,-0.4180760138206946
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,GaussianNB,centroid,-0.43633387888707037
Original,original,,KMeans,2,100,MiniBooNE,GaussianNB,centroid,-0.21331151118385144
Decoded,decoded,GNN,KMeans,2,100,MiniBooNE,GaussianNB,centroid,-0.21825786506637557
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,GaussianNB,centroid,-0.12718676122931427
Encoded,encoded,GNN,KMeans,1,100,MiniBooNE,GaussianNB,centroid,-0.40145480996544813
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,GaussianNB,centroid,-0.43240589198035995
Original,original,,KMeans,3,100,MiniBooNE,GaussianNB,centroid,-0.21331151118385144
Decoded,decoded,MLP,KMeans,4,100,MiniBooNE,GaussianNB,closest,-0.00589198036006538
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MiniBooNE,GaussianNB,closest,-0.01320240043644286
Encoded,encoded,MLP,KMeans,1,100,MiniBooNE,GaussianNB,closest,-0.41553009638116006
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,GaussianNB,closest,-0.4348063284233496
Original,original,,KMeans,2,100,MiniBooNE,GaussianNB,closest,-0.18985270049099817
Decoded,decoded,GNN,KMeans,2,100,MiniBooNE,GaussianNB,closest,-0.19665393707946882
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,GaussianNB,closest,-0.139989088925259
Encoded,encoded,GNN,KMeans,1,100,MiniBooNE,GaussianNB,closest,-0.4069467175850153
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,GaussianNB,closest,-0.43124204400800137
Original,original,,KMeans,3,100,MiniBooNE,GaussianNB,closest,-0.18985270049099817
Decoded,decoded,MLP,Agglo,4,100,MiniBooNE,KNeighborsClassifier,centroid,0.2721095439102234
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,MiniBooNE,KNeighborsClassifier,centroid,0.2627406568516421
Encoded,encoded,MLP,Agglo,0,100,MiniBooNE,KNeighborsClassifier,centroid,0.2419437866776485
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,MiniBooNE,KNeighborsClassifier,centroid,0.2718006795016988
Original,original,,Agglo,2,100,MiniBooNE,KNeighborsClassifier,centroid,0.2675795325851951
Decoded,decoded,GNN,Agglo,3,100,MiniBooNE,KNeighborsClassifier,centroid,0.2939359621126326
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,MiniBooNE,KNeighborsClassifier,centroid,0.3312056007412746
Encoded,encoded,GNN,Agglo,1,100,MiniBooNE,KNeighborsClassifier,centroid,0.2475033460310923
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,KNeighborsClassifier,centroid,0.193966848553485
Original,original,,Agglo,2,100,MiniBooNE,KNeighborsClassifier,centroid,0.2675795325851951
Decoded,decoded,MLP,Agglo,3,100,MiniBooNE,KNeighborsClassifier,closest,0.292906414084217
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,MiniBooNE,KNeighborsClassifier,closest,0.2663440749510965
Encoded,encoded,MLP,Agglo,1,100,MiniBooNE,KNeighborsClassifier,closest,0.2246473798002677
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MiniBooNE,KNeighborsClassifier,closest,0.1953052609904251
Original,original,,Agglo,4,100,MiniBooNE,KNeighborsClassifier,closest,0.298671883043344
Decoded,decoded,GNN,Agglo,4,100,MiniBooNE,KNeighborsClassifier,closest,0.3130855554411612
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MiniBooNE,KNeighborsClassifier,closest,0.2637702048800576
Encoded,encoded,GNN,Agglo,1,100,MiniBooNE,KNeighborsClassifier,closest,0.2134253062905385
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,KNeighborsClassifier,closest,0.2018943683722845
Original,original,,Agglo,3,100,MiniBooNE,KNeighborsClassifier,closest,0.298671883043344
Decoded,decoded,MLP,KIP,1,100,MiniBooNE,KNeighborsClassifier,centroid,0.2692474003912282
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,MiniBooNE,KNeighborsClassifier,centroid,0.27258313600329453
Encoded,encoded,MLP,KIP,3,100,MiniBooNE,KNeighborsClassifier,centroid,0.28576135076701326
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MiniBooNE,KNeighborsClassifier,centroid,0.220426232883764
Original,original,,KIP,4,100,MiniBooNE,KNeighborsClassifier,centroid,0.37131679192834344
Decoded,decoded,GNN,KIP,1,100,MiniBooNE,KNeighborsClassifier,centroid,0.2747040049418305
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,MiniBooNE,KNeighborsClassifier,centroid,0.28578194172758153
Encoded,encoded,GNN,KIP,2,100,MiniBooNE,KNeighborsClassifier,centroid,0.28036651909811583
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MiniBooNE,KNeighborsClassifier,centroid,0.23360444764748278
Original,original,,KIP,4,100,MiniBooNE,KNeighborsClassifier,centroid,0.37131679192834344
Decoded,decoded,MLP,KMeans,2,100,MiniBooNE,KNeighborsClassifier,centroid,0.270956450118398
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MiniBooNE,KNeighborsClassifier,centroid,0.28250797899722024
Encoded,encoded,MLP,KMeans,0,100,MiniBooNE,KNeighborsClassifier,centroid,0.22808607021517552
Encoded-FT,encoded,MLP-MultiHead,KMeans,4,100,MiniBooNE,KNeighborsClassifier,centroid,0.2909502728302275
Original,original,,KMeans,1,100,MiniBooNE,KNeighborsClassifier,centroid,0.268629671574179
Decoded,decoded,GNN,KMeans,3,100,MiniBooNE,KNeighborsClassifier,centroid,0.2768866467620714
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,KNeighborsClassifier,centroid,0.2853701225162154
Encoded,encoded,GNN,KMeans,1,100,MiniBooNE,KNeighborsClassifier,centroid,0.23794914032739634
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,KNeighborsClassifier,centroid,0.21336353340883352
Original,original,,KMeans,2,100,MiniBooNE,KNeighborsClassifier,centroid,0.268629671574179
Decoded,decoded,MLP,KMeans,1,100,MiniBooNE,KNeighborsClassifier,closest,0.2566869144445588
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,MiniBooNE,KNeighborsClassifier,closest,0.26492329867188297
Encoded,encoded,MLP,KMeans,2,100,MiniBooNE,KNeighborsClassifier,closest,0.25800473592093065
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,KNeighborsClassifier,closest,0.2338721301348708
Original,original,,KMeans,3,100,MiniBooNE,KNeighborsClassifier,closest,0.26276124781221044
Decoded,decoded,GNN,KMeans,4,100,MiniBooNE,KNeighborsClassifier,closest,0.29383300730979095
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,MiniBooNE,KNeighborsClassifier,closest,0.2894059507876042
Encoded,encoded,GNN,KMeans,1,100,MiniBooNE,KNeighborsClassifier,closest,0.23119530526099039
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,KNeighborsClassifier,closest,0.1974879028106661
Original,original,,KMeans,2,100,MiniBooNE,KNeighborsClassifier,closest,0.26276124781221044
Decoded,decoded,MLP,Agglo,1,100,MiniBooNE,LogisticRegression,centroid,0.1792196953891091
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,MiniBooNE,LogisticRegression,centroid,0.1819319841435426
Encoded,encoded,MLP,Agglo,3,100,MiniBooNE,LogisticRegression,centroid,0.1807844773628208
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MiniBooNE,LogisticRegression,centroid,0.1765074066346755
Original,original,,Agglo,2,100,MiniBooNE,LogisticRegression,centroid,0.180158564573336
Decoded,decoded,GNN,Agglo,2,100,MiniBooNE,LogisticRegression,centroid,0.1850615480909658
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MiniBooNE,LogisticRegression,centroid,0.1866263300646775
Encoded,encoded,GNN,Agglo,4,100,MiniBooNE,LogisticRegression,centroid,0.1875651992489045
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,LogisticRegression,centroid,0.1781765074066347
Original,original,,Agglo,1,100,MiniBooNE,LogisticRegression,centroid,0.180158564573336
Decoded,decoded,MLP,Agglo,2,100,MiniBooNE,LogisticRegression,closest,0.1792196953891091
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,MiniBooNE,LogisticRegression,closest,0.1822449405382849
Encoded,encoded,MLP,Agglo,3,100,MiniBooNE,LogisticRegression,closest,0.1803672021698309
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MiniBooNE,LogisticRegression,closest,0.1758814938451909
Original,original,,Agglo,1,100,MiniBooNE,LogisticRegression,closest,0.1786981013978718
Decoded,decoded,GNN,Agglo,4,100,MiniBooNE,LogisticRegression,closest,0.1914249947840599
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MiniBooNE,LogisticRegression,closest,0.1912163571875652
Encoded,encoded,GNN,Agglo,2,100,MiniBooNE,LogisticRegression,closest,0.1879824744418944
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,LogisticRegression,closest,0.1780721886083872
Original,original,,Agglo,1,100,MiniBooNE,LogisticRegression,closest,0.1786981013978718
Decoded,decoded,MLP,KIP,2,100,MiniBooNE,LogisticRegression,centroid,0.200730231587732
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,MiniBooNE,LogisticRegression,centroid,0.19964531608595865
Encoded,encoded,MLP,KIP,4,100,MiniBooNE,LogisticRegression,centroid,0.2170248278739828
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MiniBooNE,LogisticRegression,centroid,0.1805967035259753
Original,original,,KIP,3,100,MiniBooNE,LogisticRegression,centroid,0.21654496140204454
Decoded,decoded,GNN,KIP,1,100,MiniBooNE,LogisticRegression,centroid,0.2055706238264134
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,MiniBooNE,LogisticRegression,centroid,0.20559148758606294
Encoded,encoded,GNN,KIP,3,100,MiniBooNE,LogisticRegression,centroid,0.21326935113707482
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MiniBooNE,LogisticRegression,centroid,0.1810348424786145
Original,original,,KIP,4,100,MiniBooNE,LogisticRegression,centroid,0.21654496140204454
Decoded,decoded,MLP,KMeans,2,100,MiniBooNE,LogisticRegression,centroid,0.18443563530148122
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,MiniBooNE,LogisticRegression,centroid,0.18798247444189436
Encoded,encoded,MLP,KMeans,1,100,MiniBooNE,LogisticRegression,centroid,0.18287085332776956
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,LogisticRegression,centroid,0.17792614229084072
Original,original,,KMeans,3,100,MiniBooNE,LogisticRegression,centroid,0.18537450448570827
Decoded,decoded,GNN,KMeans,1,100,MiniBooNE,LogisticRegression,centroid,0.18401836010849149
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,LogisticRegression,centroid,0.18654287502607964
Encoded,encoded,GNN,KMeans,2,100,MiniBooNE,LogisticRegression,centroid,0.18501982057166688
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,LogisticRegression,centroid,0.17830168996453152
Original,original,,KMeans,3,100,MiniBooNE,LogisticRegression,centroid,0.18537450448570827
Decoded,decoded,MLP,KMeans,2,100,MiniBooNE,LogisticRegression,closest,0.18566659712080108
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,MiniBooNE,LogisticRegression,closest,0.18746088045065717
Encoded,encoded,MLP,KMeans,3,100,MiniBooNE,LogisticRegression,closest,0.18595868975589397
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,LogisticRegression,closest,0.17692468182766521
Original,original,,KMeans,1,100,MiniBooNE,LogisticRegression,closest,0.1838514500312956
Decoded,decoded,GNN,KMeans,2,100,MiniBooNE,LogisticRegression,closest,0.18604214479449188
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,LogisticRegression,closest,0.18819111203838929
Encoded,encoded,GNN,KMeans,3,100,MiniBooNE,LogisticRegression,closest,0.1862507823909868
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,LogisticRegression,closest,0.17865637387857283
Original,original,,KMeans,1,100,MiniBooNE,LogisticRegression,closest,0.1838514500312956
Decoded,decoded,MLP,Agglo,3,100,MiniBooNE,MLPClassifier,centroid,0.2322826938136257
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,MiniBooNE,MLPClassifier,centroid,0.2314017227877839
Encoded,encoded,MLP,Agglo,1,100,MiniBooNE,MLPClassifier,centroid,0.2308144087705559
Encoded-FT,encoded,MLP-MultiHead,Agglo,4,100,MiniBooNE,MLPClassifier,centroid,0.2342404072043853
Original,original,,Agglo,0,100,MiniBooNE,MLPClassifier,centroid,0.230422866092404
Decoded,decoded,GNN,Agglo,3,100,MiniBooNE,MLPClassifier,centroid,0.2368833202819107
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,MiniBooNE,MLPClassifier,centroid,0.2345340642129992
Encoded,encoded,GNN,Agglo,4,100,MiniBooNE,MLPClassifier,centroid,0.2373727486296007
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,MLPClassifier,centroid,0.2291503523884104
Original,original,,Agglo,1,100,MiniBooNE,MLPClassifier,centroid,0.230422866092404
Decoded,decoded,MLP,Agglo,4,100,MiniBooNE,MLPClassifier,closest,0.2329678935003915
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,MiniBooNE,MLPClassifier,closest,0.2321848081440878
Encoded,encoded,MLP,Agglo,3,100,MiniBooNE,MLPClassifier,closest,0.2329678935003915
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,MiniBooNE,MLPClassifier,closest,0.2305207517619421
Original,original,,Agglo,0,100,MiniBooNE,MLPClassifier,closest,0.2269968676585747
Decoded,decoded,GNN,Agglo,4,100,MiniBooNE,MLPClassifier,closest,0.2423649177760376
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MiniBooNE,MLPClassifier,closest,0.2413860610806578
Encoded,encoded,GNN,Agglo,2,100,MiniBooNE,MLPClassifier,closest,0.2337509788566954
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,MiniBooNE,MLPClassifier,closest,0.2289545810493343
Original,original,,Agglo,0,100,MiniBooNE,MLPClassifier,closest,0.2269968676585747
Decoded,decoded,MLP,KIP,1,100,MiniBooNE,MLPClassifier,centroid,0.24526233359436184
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,MiniBooNE,MLPClassifier,centroid,0.2511550509005482
Encoded,encoded,MLP,KIP,3,100,MiniBooNE,MLPClassifier,centroid,0.2563038371182459
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MiniBooNE,MLPClassifier,centroid,0.23108848864526235
Original,original,,KIP,4,100,MiniBooNE,MLPClassifier,centroid,0.2853758809710259
Decoded,decoded,GNN,KIP,3,100,MiniBooNE,MLPClassifier,centroid,0.25516836335160537
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,MiniBooNE,MLPClassifier,centroid,0.25231010180109636
Encoded,encoded,GNN,KIP,2,100,MiniBooNE,MLPClassifier,centroid,0.2543265465935787
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,MiniBooNE,MLPClassifier,centroid,0.23514095536413465
Original,original,,KIP,4,100,MiniBooNE,MLPClassifier,centroid,0.2853758809710259
Decoded,decoded,MLP,KMeans,2,100,MiniBooNE,MLPClassifier,centroid,0.23709866875489438
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MiniBooNE,MLPClassifier,centroid,0.2377251370399373
Encoded,encoded,MLP,KMeans,1,100,MiniBooNE,MLPClassifier,centroid,0.23375097885669543
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,MLPClassifier,centroid,0.23218480814408773
Original,original,,KMeans,4,100,MiniBooNE,MLPClassifier,centroid,0.23772513703993736
Decoded,decoded,GNN,KMeans,1,100,MiniBooNE,MLPClassifier,centroid,0.2333007047768206
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,MLPClassifier,centroid,0.2383124510571652
Encoded,encoded,GNN,KMeans,2,100,MiniBooNE,MLPClassifier,centroid,0.23498433829287388
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,MLPClassifier,centroid,0.22824980422866098
Original,original,,KMeans,3,100,MiniBooNE,MLPClassifier,centroid,0.23772513703993736
Decoded,decoded,MLP,KMeans,2,100,MiniBooNE,MLPClassifier,closest,0.2378034455755677
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MiniBooNE,MLPClassifier,closest,0.2379796397807361
Encoded,encoded,MLP,KMeans,4,100,MiniBooNE,MLPClassifier,closest,0.24839467501957718
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,MLPClassifier,closest,0.2304424432263117
Original,original,,KMeans,1,100,MiniBooNE,MLPClassifier,closest,0.23664839467501958
Decoded,decoded,GNN,KMeans,2,100,MiniBooNE,MLPClassifier,closest,0.23555207517619414
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,MLPClassifier,closest,0.2374314800313234
Encoded,encoded,GNN,KMeans,1,100,MiniBooNE,MLPClassifier,closest,0.23384886452623338
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,MLPClassifier,closest,0.2296789350039154
Original,original,,KMeans,3,100,MiniBooNE,MLPClassifier,closest,0.23664839467501958
Decoded,decoded,MLP,Agglo,4,100,MiniBooNE,XGBClassifier,centroid,0.3063887806778341
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,MiniBooNE,XGBClassifier,centroid,0.2879820802493184
Encoded,encoded,MLP,Agglo,2,100,MiniBooNE,XGBClassifier,centroid,0.2834047526295287
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,MiniBooNE,XGBClassifier,centroid,0.2428905336969224
Original,original,,Agglo,1,100,MiniBooNE,XGBClassifier,centroid,0.2460070120763537
Decoded,decoded,GNN,Agglo,1,100,MiniBooNE,XGBClassifier,centroid,0.2863264511102454
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MiniBooNE,XGBClassifier,centroid,0.3013245033112582
Encoded,encoded,GNN,Agglo,2,100,MiniBooNE,XGBClassifier,centroid,0.2873003506038177
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,MiniBooNE,XGBClassifier,centroid,0.3165173354109857
Original,original,,Agglo,0,100,MiniBooNE,XGBClassifier,centroid,0.2460070120763537
Decoded,decoded,MLP,Agglo,4,100,MiniBooNE,XGBClassifier,closest,0.2949941566030385
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,MiniBooNE,XGBClassifier,closest,0.2944098169068952
Encoded,encoded,MLP,Agglo,0,100,MiniBooNE,XGBClassifier,closest,0.268504090377873
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,MiniBooNE,XGBClassifier,closest,0.2767822360732372
Original,original,,Agglo,3,100,MiniBooNE,XGBClassifier,closest,0.2946045968056097
Decoded,decoded,GNN,Agglo,2,100,MiniBooNE,XGBClassifier,closest,0.3044409816906896
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,MiniBooNE,XGBClassifier,closest,0.3137904168289834
Encoded,encoded,GNN,Agglo,4,100,MiniBooNE,XGBClassifier,closest,0.3207051032333464
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,MiniBooNE,XGBClassifier,closest,0.2723996883521621
Original,original,,Agglo,1,100,MiniBooNE,XGBClassifier,closest,0.2946045968056097
Decoded,decoded,MLP,KIP,2,100,MiniBooNE,XGBClassifier,centroid,0.2678613167121153
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,MiniBooNE,XGBClassifier,centroid,0.26768601480327237
Encoded,encoded,MLP,KIP,4,100,MiniBooNE,XGBClassifier,centroid,0.2983054148811843
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,MiniBooNE,XGBClassifier,centroid,0.2566419945461629
Original,original,,KIP,3,100,MiniBooNE,XGBClassifier,centroid,0.29561745227892483
Decoded,decoded,GNN,KIP,1,100,MiniBooNE,XGBClassifier,centroid,0.27241916634203356
Decoded-FT,decoded,GNN-MultiHead,KIP,0,100,MiniBooNE,XGBClassifier,centroid,0.27060771328398914
Encoded,encoded,GNN,KIP,3,100,MiniBooNE,XGBClassifier,centroid,0.28790416828983256
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,MiniBooNE,XGBClassifier,centroid,0.27382158161277764
Original,original,,KIP,4,100,MiniBooNE,XGBClassifier,centroid,0.29561745227892483
Decoded,decoded,MLP,KMeans,3,100,MiniBooNE,XGBClassifier,centroid,0.28950136345929106
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,MiniBooNE,XGBClassifier,centroid,0.2835410985586288
Encoded,encoded,MLP,KMeans,2,100,MiniBooNE,XGBClassifier,centroid,0.28393065835605774
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,XGBClassifier,centroid,0.26887417218543047
Original,original,,KMeans,4,100,MiniBooNE,XGBClassifier,centroid,0.46585508375535645
Decoded,decoded,GNN,KMeans,1,100,MiniBooNE,XGBClassifier,centroid,0.27331515387612
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,MiniBooNE,XGBClassifier,centroid,0.29779898714452674
Encoded,encoded,GNN,KMeans,3,100,MiniBooNE,XGBClassifier,centroid,0.30107128944292955
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,XGBClassifier,centroid,0.26262173743669653
Original,original,,KMeans,4,100,MiniBooNE,XGBClassifier,centroid,0.46585508375535645
Decoded,decoded,MLP,KMeans,4,100,MiniBooNE,XGBClassifier,closest,0.29419555901830935
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,MiniBooNE,XGBClassifier,closest,0.29189715621347884
Encoded,encoded,MLP,KMeans,1,100,MiniBooNE,XGBClassifier,closest,0.282060771328399
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,MiniBooNE,XGBClassifier,closest,0.2518504090377874
Original,original,,KMeans,2,100,MiniBooNE,XGBClassifier,closest,0.28476821192052987
Decoded,decoded,GNN,KMeans,3,100,MiniBooNE,XGBClassifier,closest,0.28885858979353335
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,MiniBooNE,XGBClassifier,closest,0.2942929489676666
Encoded,encoded,GNN,KMeans,1,100,MiniBooNE,XGBClassifier,closest,0.2690299961044021
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,MiniBooNE,XGBClassifier,closest,0.25095442150370084
Original,original,,KMeans,2,100,MiniBooNE,XGBClassifier,closest,0.28476821192052987
Decoded,decoded,MLP,Agglo,3,100,NumerAI,GaussianNB,centroid,0.0312238791593301
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,NumerAI,GaussianNB,centroid,0.0322985174688835
Encoded,encoded,MLP,Agglo,1,100,NumerAI,GaussianNB,centroid,0.0158928252920924
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,NumerAI,GaussianNB,centroid,0.0144872464714241
Original,original,,Agglo,2,100,NumerAI,GaussianNB,centroid,0.0196595138272762
Decoded,decoded,GNN,Agglo,1,100,NumerAI,GaussianNB,centroid,0.0260506841756298
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,NumerAI,GaussianNB,centroid,0.032700180327143
Encoded,encoded,GNN,Agglo,3,100,NumerAI,GaussianNB,centroid,0.0296427560446735
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,NumerAI,GaussianNB,centroid,0.0281721690644053
Original,original,,Agglo,0,100,NumerAI,GaussianNB,centroid,0.0196595138272762
Decoded,decoded,MLP,Agglo,0,100,NumerAI,GaussianNB,closest,0.0167774483132256
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,NumerAI,GaussianNB,closest,0.0412683077095929
Encoded,encoded,MLP,Agglo,2,100,NumerAI,GaussianNB,closest,0.023647905418174
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,NumerAI,GaussianNB,closest,0.025045989005829
Original,original,,Agglo,1,100,NumerAI,GaussianNB,closest,0.0187557445673568
Decoded,decoded,GNN,Agglo,4,100,NumerAI,GaussianNB,closest,0.0427586346104703
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,NumerAI,GaussianNB,closest,0.0328529049760665
Encoded,encoded,GNN,Agglo,1,100,NumerAI,GaussianNB,closest,0.029203431495778
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,NumerAI,GaussianNB,closest,0.039382885555621
Original,original,,Agglo,0,100,NumerAI,GaussianNB,closest,0.0187557445673568
Decoded,decoded,MLP,KIP,2,100,NumerAI,GaussianNB,centroid,0.02639068575556554
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,NumerAI,GaussianNB,centroid,0.03507740108212606
Encoded,encoded,MLP,KIP,0,100,NumerAI,GaussianNB,centroid,0.020989657951330835
Encoded-FT,encoded,MLP-MultiHead,KIP,1,100,NumerAI,GaussianNB,centroid,0.02172735214233606
Original,original,,KIP,3,100,NumerAI,GaussianNB,centroid,0.028246342187145262
Decoded,decoded,GNN,KIP,4,100,NumerAI,GaussianNB,centroid,0.03215715440584444
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,NumerAI,GaussianNB,centroid,0.02990542314616256
Encoded,encoded,GNN,KIP,3,100,NumerAI,GaussianNB,centroid,0.03044111709694926
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,NumerAI,GaussianNB,centroid,0.02873356943812052
Original,original,,KIP,0,100,NumerAI,GaussianNB,centroid,0.028246342187145262
Decoded,decoded,MLP,KMeans,4,100,NumerAI,GaussianNB,centroid,0.03303083141836928
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,NumerAI,GaussianNB,centroid,0.02662838853640464
Encoded,encoded,MLP,KMeans,1,100,NumerAI,GaussianNB,centroid,0.01230974028164182
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,NumerAI,GaussianNB,centroid,0.00453210766731534
Original,original,,KMeans,3,100,NumerAI,GaussianNB,centroid,0.03087780718275594
Decoded,decoded,GNN,KMeans,3,100,NumerAI,GaussianNB,centroid,0.029499114727639296
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,NumerAI,GaussianNB,centroid,0.028716686611283803
Encoded,encoded,GNN,KMeans,0,100,NumerAI,GaussianNB,centroid,0.00971248620107186
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,NumerAI,GaussianNB,centroid,0.01242322256207618
Original,original,,KMeans,4,100,NumerAI,GaussianNB,centroid,0.03087780718275594
Decoded,decoded,MLP,KMeans,3,100,NumerAI,GaussianNB,closest,0.021723522894578778
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,NumerAI,GaussianNB,closest,0.0194234956186095
Encoded,encoded,MLP,KMeans,0,100,NumerAI,GaussianNB,closest,0.014071312986348245
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,NumerAI,GaussianNB,closest,0.01571595263502514
Original,original,,KMeans,4,100,NumerAI,GaussianNB,closest,0.0225261955610929
Decoded,decoded,GNN,KMeans,4,100,NumerAI,GaussianNB,closest,0.032977422317382696
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,NumerAI,GaussianNB,closest,0.02227645588129588
Encoded,encoded,GNN,KMeans,2,100,NumerAI,GaussianNB,closest,0.02777190877945202
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,NumerAI,GaussianNB,closest,0.02912337350196904
Original,original,,KMeans,1,100,NumerAI,GaussianNB,closest,0.0225261955610929
Decoded,decoded,MLP,Agglo,2,100,NumerAI,KNeighborsClassifier,centroid,0.00091382186708
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,NumerAI,KNeighborsClassifier,centroid,-0.005858969584213
Encoded,encoded,MLP,Agglo,1,100,NumerAI,KNeighborsClassifier,centroid,-0.0032494439442539
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,NumerAI,KNeighborsClassifier,centroid,0.0083415670830033
Original,original,,Agglo,4,100,NumerAI,KNeighborsClassifier,centroid,0.0088107797568181
Decoded,decoded,GNN,Agglo,4,100,NumerAI,KNeighborsClassifier,centroid,0.0210917133844869
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,NumerAI,KNeighborsClassifier,centroid,-0.0015624728882362
Encoded,encoded,GNN,Agglo,3,100,NumerAI,KNeighborsClassifier,centroid,0.0131532940738227
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,NumerAI,KNeighborsClassifier,centroid,-0.0001478486933027
Original,original,,Agglo,2,100,NumerAI,KNeighborsClassifier,centroid,0.0088107797568181
Decoded,decoded,MLP,Agglo,4,100,NumerAI,KNeighborsClassifier,closest,0.0143029372645037
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,NumerAI,KNeighborsClassifier,closest,0.0116733643440968
Encoded,encoded,MLP,Agglo,0,100,NumerAI,KNeighborsClassifier,closest,-0.0062946562189454
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,NumerAI,KNeighborsClassifier,closest,0.0046295928917507
Original,original,,Agglo,1,100,NumerAI,KNeighborsClassifier,closest,-0.0014472769623299
Decoded,decoded,GNN,Agglo,4,100,NumerAI,KNeighborsClassifier,closest,0.0104093984991953
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,NumerAI,KNeighborsClassifier,closest,0.0076618199961521
Encoded,encoded,GNN,Agglo,1,100,NumerAI,KNeighborsClassifier,closest,0.0041756814566111
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,NumerAI,KNeighborsClassifier,closest,0.0064935723217223
Original,original,,Agglo,0,100,NumerAI,KNeighborsClassifier,closest,-0.0014472769623299
Decoded,decoded,MLP,KIP,0,100,NumerAI,KNeighborsClassifier,centroid,0.005760745503685401
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,NumerAI,KNeighborsClassifier,centroid,0.01083439325102222
Encoded,encoded,MLP,KIP,4,100,NumerAI,KNeighborsClassifier,centroid,0.0128700730818293
Encoded-FT,encoded,MLP-MultiHead,KIP,2,100,NumerAI,KNeighborsClassifier,centroid,0.010025895542961741
Original,original,,KIP,1,100,NumerAI,KNeighborsClassifier,centroid,0.00766442462387706
Decoded,decoded,GNN,KIP,2,100,NumerAI,KNeighborsClassifier,centroid,0.00834486273441034
Decoded-FT,decoded,GNN-MultiHead,KIP,0,100,NumerAI,KNeighborsClassifier,centroid,0.00079609725011676
Encoded,encoded,GNN,KIP,3,100,NumerAI,KNeighborsClassifier,centroid,0.00988900451090386
Encoded-FT,encoded,GNN-MultiHead,KIP,4,100,NumerAI,KNeighborsClassifier,centroid,0.012527993578187818
Original,original,,KIP,1,100,NumerAI,KNeighborsClassifier,centroid,0.00766442462387706
Decoded,decoded,MLP,KMeans,3,100,NumerAI,KNeighborsClassifier,centroid,0.00676899461787472
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,NumerAI,KNeighborsClassifier,centroid,0.00614199314086848
Encoded,encoded,MLP,KMeans,4,100,NumerAI,KNeighborsClassifier,centroid,0.01270450077013068
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,NumerAI,KNeighborsClassifier,centroid,0.00025934650346003975
Original,original,,KMeans,1,100,NumerAI,KNeighborsClassifier,centroid,0.005913264302092479
Decoded,decoded,GNN,KMeans,3,100,NumerAI,KNeighborsClassifier,centroid,0.00908603499230014
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,NumerAI,KNeighborsClassifier,centroid,0.01162532680769042
Encoded,encoded,GNN,KMeans,0,100,NumerAI,KNeighborsClassifier,centroid,0.004117331720641
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,NumerAI,KNeighborsClassifier,centroid,0.00813314370934748
Original,original,,KMeans,1,100,NumerAI,KNeighborsClassifier,centroid,0.005913264302092479
Decoded,decoded,MLP,KMeans,0,100,NumerAI,KNeighborsClassifier,closest,0.00259322963092846
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,NumerAI,KNeighborsClassifier,closest,0.0031119150441816
Encoded,encoded,MLP,KMeans,4,100,NumerAI,KNeighborsClassifier,closest,0.0097049416204588
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,NumerAI,KNeighborsClassifier,closest,0.00547543625331214
Original,original,,KMeans,3,100,NumerAI,KNeighborsClassifier,closest,0.0086413878307009
Decoded,decoded,GNN,KMeans,3,100,NumerAI,KNeighborsClassifier,closest,0.01071547642836586
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,NumerAI,KNeighborsClassifier,closest,0.00186852044273966
Encoded,encoded,GNN,KMeans,1,100,NumerAI,KNeighborsClassifier,closest,0.005839203269438081
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,100,NumerAI,KNeighborsClassifier,closest,0.0114611669180233
Original,original,,KMeans,2,100,NumerAI,KNeighborsClassifier,closest,0.0086413878307009
Decoded,decoded,MLP,Agglo,3,100,NumerAI,LogisticRegression,centroid,0.0524989888577055
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,NumerAI,LogisticRegression,centroid,0.0567541845952157
Encoded,encoded,MLP,Agglo,2,100,NumerAI,LogisticRegression,centroid,0.0382411629296818
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,NumerAI,LogisticRegression,centroid,0.0307808802091589
Original,original,,Agglo,0,100,NumerAI,LogisticRegression,centroid,0.0249985417180314
Decoded,decoded,GNN,Agglo,3,100,NumerAI,LogisticRegression,centroid,0.0486490151577889
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,NumerAI,LogisticRegression,centroid,0.0512201092729572
Encoded,encoded,GNN,Agglo,2,100,NumerAI,LogisticRegression,centroid,0.0360573651874336
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,NumerAI,LogisticRegression,centroid,0.0288577697245069
Original,original,,Agglo,0,100,NumerAI,LogisticRegression,centroid,0.0249985417180314
Decoded,decoded,MLP,Agglo,4,100,NumerAI,LogisticRegression,closest,0.0545053516671104
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,NumerAI,LogisticRegression,closest,0.0506264855849056
Encoded,encoded,MLP,Agglo,2,100,NumerAI,LogisticRegression,closest,0.0465571410984082
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,NumerAI,LogisticRegression,closest,0.0304841230165498
Original,original,,Agglo,0,100,NumerAI,LogisticRegression,closest,0.0289378158328142
Decoded,decoded,GNN,Agglo,4,100,NumerAI,LogisticRegression,closest,0.0617103394031504
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,NumerAI,LogisticRegression,closest,0.0507772870606831
Encoded,encoded,GNN,Agglo,1,100,NumerAI,LogisticRegression,closest,0.0319602213469818
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,NumerAI,LogisticRegression,closest,0.0402121480553514
Original,original,,Agglo,0,100,NumerAI,LogisticRegression,closest,0.0289378158328142
Decoded,decoded,MLP,KIP,4,100,NumerAI,LogisticRegression,centroid,0.050678710478691304
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,NumerAI,LogisticRegression,centroid,0.0470611291762381
Encoded,encoded,MLP,KIP,1,100,NumerAI,LogisticRegression,centroid,0.04157510337953058
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,NumerAI,LogisticRegression,centroid,0.039960008279325145
Original,original,,KIP,3,100,NumerAI,LogisticRegression,centroid,0.04844160210117935
Decoded,decoded,GNN,KIP,0,100,NumerAI,LogisticRegression,centroid,0.047253851932042276
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,NumerAI,LogisticRegression,centroid,0.04916230855016676
Encoded,encoded,GNN,KIP,4,100,NumerAI,LogisticRegression,centroid,0.050357250845739776
Encoded-FT,encoded,GNN-MultiHead,KIP,3,100,NumerAI,LogisticRegression,centroid,0.04946636717204529
Original,original,,KIP,1,100,NumerAI,LogisticRegression,centroid,0.04844160210117935
Decoded,decoded,MLP,KMeans,3,100,NumerAI,LogisticRegression,centroid,0.04729519755047974
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,NumerAI,LogisticRegression,centroid,0.0475151804329274
Encoded,encoded,MLP,KMeans,1,100,NumerAI,LogisticRegression,centroid,0.036607267742136095
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,NumerAI,LogisticRegression,centroid,0.04605296356233378
Original,original,,KMeans,0,100,NumerAI,LogisticRegression,centroid,0.025719291888152102
Decoded,decoded,GNN,KMeans,3,100,NumerAI,LogisticRegression,centroid,0.046584401225051565
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,NumerAI,LogisticRegression,centroid,0.050776704112238516
Encoded,encoded,GNN,KMeans,2,100,NumerAI,LogisticRegression,centroid,0.03214928610129578
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,NumerAI,LogisticRegression,centroid,0.027832560155451918
Original,original,,KMeans,0,100,NumerAI,LogisticRegression,centroid,0.025719291888152102
Decoded,decoded,MLP,KMeans,1,100,NumerAI,LogisticRegression,closest,0.041765734807789605
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,NumerAI,LogisticRegression,closest,0.04420173790776381
Encoded,encoded,MLP,KMeans,2,100,NumerAI,LogisticRegression,closest,0.043221663122036444
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,NumerAI,LogisticRegression,closest,0.03695898239936544
Original,original,,KMeans,3,100,NumerAI,LogisticRegression,closest,0.04412301800716818
Decoded,decoded,GNN,KMeans,4,100,NumerAI,LogisticRegression,closest,0.05025274276332348
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,NumerAI,LogisticRegression,closest,0.043521721260213544
Encoded,encoded,GNN,KMeans,1,100,NumerAI,LogisticRegression,closest,0.04055597833486676
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,NumerAI,LogisticRegression,closest,0.034063448327322284
Original,original,,KMeans,3,100,NumerAI,LogisticRegression,closest,0.04412301800716818
Decoded,decoded,MLP,Agglo,4,100,NumerAI,MLPClassifier,centroid,0.0300254068864071
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,NumerAI,MLPClassifier,centroid,0.0279825553818694
Encoded,encoded,MLP,Agglo,1,100,NumerAI,MLPClassifier,centroid,0.0164492043499757
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,NumerAI,MLPClassifier,centroid,0.0210359820367797
Original,original,,Agglo,0,100,NumerAI,MLPClassifier,centroid,0.0161826467624101
Decoded,decoded,GNN,Agglo,3,100,NumerAI,MLPClassifier,centroid,0.0204089781567166
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,NumerAI,MLPClassifier,centroid,0.0274872859510567
Encoded,encoded,GNN,Agglo,2,100,NumerAI,MLPClassifier,centroid,0.0190326508670173
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,NumerAI,MLPClassifier,centroid,0.0179628480571142
Original,original,,Agglo,0,100,NumerAI,MLPClassifier,centroid,0.0161826467624101
Decoded,decoded,MLP,Agglo,1,100,NumerAI,MLPClassifier,closest,0.0212508878120404
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,NumerAI,MLPClassifier,closest,0.0402683185124636
Encoded,encoded,MLP,Agglo,2,100,NumerAI,MLPClassifier,closest,0.0264405552763331
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,NumerAI,MLPClassifier,closest,0.0281368037694807
Original,original,,Agglo,0,100,NumerAI,MLPClassifier,closest,0.011055274063102
Decoded,decoded,GNN,Agglo,4,100,NumerAI,MLPClassifier,closest,0.0381747827367735
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,NumerAI,MLPClassifier,closest,0.0289781180148646
Encoded,encoded,GNN,Agglo,2,100,NumerAI,MLPClassifier,closest,0.0206352711470818
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,NumerAI,MLPClassifier,closest,0.0196637481904189
Original,original,,Agglo,0,100,NumerAI,MLPClassifier,closest,0.011055274063102
Decoded,decoded,MLP,KIP,1,100,NumerAI,MLPClassifier,centroid,0.025763157387463164
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,NumerAI,MLPClassifier,centroid,0.02611799938389956
Encoded,encoded,MLP,KIP,3,100,NumerAI,MLPClassifier,centroid,0.02636909119827068
Encoded-FT,encoded,MLP-MultiHead,KIP,4,100,NumerAI,MLPClassifier,centroid,0.03085633867096016
Original,original,,KIP,0,100,NumerAI,MLPClassifier,centroid,0.024413727741808822
Decoded,decoded,GNN,KIP,1,100,NumerAI,MLPClassifier,centroid,0.027183262193009417
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,NumerAI,MLPClassifier,centroid,0.02956400883856288
Encoded,encoded,GNN,KIP,3,100,NumerAI,MLPClassifier,centroid,0.0284129028013368
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,NumerAI,MLPClassifier,centroid,0.027575503376309242
Original,original,,KIP,0,100,NumerAI,MLPClassifier,centroid,0.024413727741808822
Decoded,decoded,MLP,KMeans,3,100,NumerAI,MLPClassifier,centroid,0.027772293804141802
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,NumerAI,MLPClassifier,centroid,0.028007517943608878
Encoded,encoded,MLP,KMeans,2,100,NumerAI,MLPClassifier,centroid,0.01558307639533762
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,NumerAI,MLPClassifier,centroid,0.014367360936984677
Original,original,,KMeans,0,100,NumerAI,MLPClassifier,centroid,0.01024095421587818
Decoded,decoded,GNN,KMeans,3,100,NumerAI,MLPClassifier,centroid,0.026166785785867758
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,NumerAI,MLPClassifier,centroid,0.02996899179458114
Encoded,encoded,GNN,KMeans,0,100,NumerAI,MLPClassifier,centroid,0.0033066314303064606
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,NumerAI,MLPClassifier,centroid,0.006318311661527859
Original,original,,KMeans,2,100,NumerAI,MLPClassifier,centroid,0.01024095421587818
Decoded,decoded,MLP,KMeans,4,100,NumerAI,MLPClassifier,closest,0.023191834905327176
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,NumerAI,MLPClassifier,closest,0.02308162452541174
Encoded,encoded,MLP,KMeans,2,100,NumerAI,MLPClassifier,closest,0.02253352734766234
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,NumerAI,MLPClassifier,closest,0.013747643386063602
Original,original,,KMeans,1,100,NumerAI,MLPClassifier,closest,0.02228841940318932
Decoded,decoded,GNN,KMeans,3,100,NumerAI,MLPClassifier,closest,0.024711477367612263
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,NumerAI,MLPClassifier,closest,0.021807380269945463
Encoded,encoded,GNN,KMeans,4,100,NumerAI,MLPClassifier,closest,0.0249315557667276
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,NumerAI,MLPClassifier,closest,0.018446931223676803
Original,original,,KMeans,2,100,NumerAI,MLPClassifier,closest,0.02228841940318932
Decoded,decoded,MLP,Agglo,3,100,NumerAI,XGBClassifier,centroid,0.0235342310873488
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,NumerAI,XGBClassifier,centroid,0.0276437302172546
Encoded,encoded,MLP,Agglo,2,100,NumerAI,XGBClassifier,centroid,0.0195737334759177
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,NumerAI,XGBClassifier,centroid,0.0169028067565036
Original,original,,Agglo,0,100,NumerAI,XGBClassifier,centroid,0.0139424073370731
Decoded,decoded,GNN,Agglo,4,100,NumerAI,XGBClassifier,centroid,0.0532273654400811
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,NumerAI,XGBClassifier,centroid,0.031877086859392
Encoded,encoded,GNN,Agglo,1,100,NumerAI,XGBClassifier,centroid,0.0223734347576734
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,NumerAI,XGBClassifier,centroid,0.034858830746344
Original,original,,Agglo,0,100,NumerAI,XGBClassifier,centroid,0.0139424073370731
Decoded,decoded,MLP,Agglo,1,100,NumerAI,XGBClassifier,closest,0.0197342826120738
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,NumerAI,XGBClassifier,closest,0.0469215839278616
Encoded,encoded,MLP,Agglo,3,100,NumerAI,XGBClassifier,closest,0.0312932616596295
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,NumerAI,XGBClassifier,closest,0.0217989221528155
Original,original,,Agglo,0,100,NumerAI,XGBClassifier,closest,0.0174230455582572
Decoded,decoded,GNN,Agglo,1,100,NumerAI,XGBClassifier,closest,0.0254247623537531
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,NumerAI,XGBClassifier,closest,0.0317987493110541
Encoded,encoded,GNN,Agglo,3,100,NumerAI,XGBClassifier,closest,0.0290889704456977
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,NumerAI,XGBClassifier,closest,0.0263453309852679
Original,original,,Agglo,0,100,NumerAI,XGBClassifier,closest,0.0174230455582572
Decoded,decoded,MLP,KIP,2,100,NumerAI,XGBClassifier,centroid,0.02627095687732146
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,NumerAI,XGBClassifier,centroid,0.02480498308758252
Encoded,encoded,MLP,KIP,0,100,NumerAI,XGBClassifier,centroid,0.01990485210034756
Encoded-FT,encoded,MLP-MultiHead,KIP,3,100,NumerAI,XGBClassifier,centroid,0.026640070888962326
Original,original,,KIP,4,100,NumerAI,XGBClassifier,centroid,0.027106207239357798
Decoded,decoded,GNN,KIP,4,100,NumerAI,XGBClassifier,centroid,0.0302607258370569
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,NumerAI,XGBClassifier,centroid,0.02581079548781674
Encoded,encoded,GNN,KIP,0,100,NumerAI,XGBClassifier,centroid,0.02347031688599926
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,NumerAI,XGBClassifier,centroid,0.025904375891494642
Original,original,,KIP,3,100,NumerAI,XGBClassifier,centroid,0.027106207239357798
Decoded,decoded,MLP,KMeans,3,100,NumerAI,XGBClassifier,centroid,0.023480232937053758
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,NumerAI,XGBClassifier,centroid,0.019048257270789744
Encoded,encoded,MLP,KMeans,1,100,NumerAI,XGBClassifier,centroid,0.01847378936638732
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,NumerAI,XGBClassifier,centroid,0.01845465757141522
Original,original,,KMeans,4,100,NumerAI,XGBClassifier,centroid,0.02665266896734932
Decoded,decoded,GNN,KMeans,2,100,NumerAI,XGBClassifier,centroid,0.022893420256845758
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,NumerAI,XGBClassifier,centroid,0.031078096016876354
Encoded,encoded,GNN,KMeans,1,100,NumerAI,XGBClassifier,centroid,0.02228032370877882
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,NumerAI,XGBClassifier,centroid,0.01853508859108766
Original,original,,KMeans,3,100,NumerAI,XGBClassifier,centroid,0.02665266896734932
Decoded,decoded,MLP,KMeans,3,100,NumerAI,XGBClassifier,closest,0.02447337275814166
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,NumerAI,XGBClassifier,closest,0.02309688928039852
Encoded,encoded,MLP,KMeans,4,100,NumerAI,XGBClassifier,closest,0.025239434265074478
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,NumerAI,XGBClassifier,closest,0.0189827636533443
Original,original,,KMeans,2,100,NumerAI,XGBClassifier,closest,0.02329001759856924
Decoded,decoded,GNN,KMeans,2,100,NumerAI,XGBClassifier,closest,0.02776503980352054
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,NumerAI,XGBClassifier,closest,0.02246609880201276
Encoded,encoded,GNN,KMeans,3,100,NumerAI,XGBClassifier,closest,0.028370082819513903
Encoded-FT,encoded,GNN-MultiHead,KMeans,4,100,NumerAI,XGBClassifier,closest,0.029285220345680478
Original,original,,KMeans,1,100,NumerAI,XGBClassifier,closest,0.02329001759856924
Decoded,decoded,MLP,Agglo,2,100,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,GaussianNB,centroid,0.0906635802469135
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Nursery,GaussianNB,centroid,0.0046296296296296
Original,original,,Agglo,0,100,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,Agglo,3,100,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,Agglo,4,100,Nursery,GaussianNB,centroid,0.0374228395061728
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Nursery,GaussianNB,centroid,0.0
Original,original,,Agglo,0,100,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,Agglo,2,100,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,GaussianNB,closest,0.084104938271605
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Nursery,GaussianNB,closest,0.0038580246913579
Original,original,,Agglo,0,100,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,Agglo,3,100,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,Agglo,4,100,Nursery,GaussianNB,closest,0.0374228395061728
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Nursery,GaussianNB,closest,0.0
Original,original,,Agglo,0,100,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,KIP,2,100,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KIP,4,100,Nursery,GaussianNB,centroid,0.050462962962962946
Encoded-FT,encoded,MLP-MultiHead,KIP,3,100,Nursery,GaussianNB,centroid,0.00061728395061724
Original,original,,KIP,0,100,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KIP,3,100,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KIP,4,100,Nursery,GaussianNB,centroid,0.07121913580246905
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Nursery,GaussianNB,centroid,0.0
Original,original,,KIP,0,100,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,GaussianNB,centroid,0.07739197530864192
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Nursery,GaussianNB,centroid,0.0052469135802469605
Original,original,,KMeans,0,100,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,GNN,KMeans,3,100,Nursery,GaussianNB,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Nursery,GaussianNB,centroid,0.0
Encoded,encoded,GNN,KMeans,4,100,Nursery,GaussianNB,centroid,0.029166666666666664
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,GaussianNB,centroid,0.0
Original,original,,KMeans,0,100,Nursery,GaussianNB,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Nursery,GaussianNB,closest,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,GaussianNB,closest,0.07746913580246906
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Nursery,GaussianNB,closest,0.004012345679012279
Original,original,,KMeans,0,100,Nursery,GaussianNB,closest,0.0
Decoded,decoded,GNN,KMeans,3,100,Nursery,GaussianNB,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Nursery,GaussianNB,closest,0.0
Encoded,encoded,GNN,KMeans,4,100,Nursery,GaussianNB,closest,0.02152777777777774
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,GaussianNB,closest,0.0
Original,original,,KMeans,0,100,Nursery,GaussianNB,closest,0.0
Decoded,decoded,MLP,Agglo,4,100,Nursery,KNeighborsClassifier,centroid,0.0613425925925925
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Nursery,KNeighborsClassifier,centroid,0.0559413580246913
Encoded,encoded,MLP,Agglo,2,100,Nursery,KNeighborsClassifier,centroid,0.0304783950617284
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Nursery,KNeighborsClassifier,centroid,0.0007716049382715
Original,original,,Agglo,0,100,Nursery,KNeighborsClassifier,centroid,0.0003858024691357
Decoded,decoded,GNN,Agglo,4,100,Nursery,KNeighborsClassifier,centroid,0.0601851851851851
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Nursery,KNeighborsClassifier,centroid,0.0543981481481481
Encoded,encoded,GNN,Agglo,2,100,Nursery,KNeighborsClassifier,centroid,0.0146604938271605
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,Agglo,1,100,Nursery,KNeighborsClassifier,centroid,0.0003858024691357
Decoded,decoded,MLP,Agglo,2,100,Nursery,KNeighborsClassifier,closest,0.0432098765432098
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,KNeighborsClassifier,closest,0.0405092592592593
Encoded,encoded,MLP,Agglo,4,100,Nursery,KNeighborsClassifier,closest,0.0976080246913579
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Nursery,KNeighborsClassifier,closest,0.0019290123456789
Original,original,,Agglo,3,100,Nursery,KNeighborsClassifier,closest,0.0462962962962962
Decoded,decoded,GNN,Agglo,1,100,Nursery,KNeighborsClassifier,closest,0.0397376543209877
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Nursery,KNeighborsClassifier,closest,0.0513117283950617
Encoded,encoded,GNN,Agglo,4,100,Nursery,KNeighborsClassifier,closest,0.064429012345679
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,Agglo,2,100,Nursery,KNeighborsClassifier,closest,0.0462962962962962
Decoded,decoded,MLP,KIP,3,100,Nursery,KNeighborsClassifier,centroid,0.08364197530864195
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,Nursery,KNeighborsClassifier,centroid,0.054938271604938214
Encoded,encoded,MLP,KIP,4,100,Nursery,KNeighborsClassifier,centroid,0.17723765432098754
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Nursery,KNeighborsClassifier,centroid,0.00848765432098764
Original,original,,KIP,1,100,Nursery,KNeighborsClassifier,centroid,0.03850308641975307
Decoded,decoded,GNN,KIP,3,100,Nursery,KNeighborsClassifier,centroid,0.11172839506172835
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Nursery,KNeighborsClassifier,centroid,0.047685185185185094
Encoded,encoded,GNN,KIP,4,100,Nursery,KNeighborsClassifier,centroid,0.19945987654320985
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KIP,1,100,Nursery,KNeighborsClassifier,centroid,0.03850308641975307
Decoded,decoded,MLP,KMeans,4,100,Nursery,KNeighborsClassifier,centroid,0.05841049382716044
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Nursery,KNeighborsClassifier,centroid,0.05532407407407406
Encoded,encoded,MLP,KMeans,2,100,Nursery,KNeighborsClassifier,centroid,0.03356481481481478
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Nursery,KNeighborsClassifier,centroid,0.00108024691358018
Original,original,,KMeans,0,100,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,100,Nursery,KNeighborsClassifier,centroid,0.053626543209876545
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Nursery,KNeighborsClassifier,centroid,0.0444444444444444
Encoded,encoded,GNN,KMeans,2,100,Nursery,KNeighborsClassifier,centroid,0.011651234567901179
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,KNeighborsClassifier,centroid,0.0
Original,original,,KMeans,0,100,Nursery,KNeighborsClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,KNeighborsClassifier,closest,0.04606481481481476
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Nursery,KNeighborsClassifier,closest,0.04637345679012346
Encoded,encoded,MLP,KMeans,4,100,Nursery,KNeighborsClassifier,closest,0.08749999999999997
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Nursery,KNeighborsClassifier,closest,0.00123456790123456
Original,original,,KMeans,1,100,Nursery,KNeighborsClassifier,closest,0.041898148148148115
Decoded,decoded,GNN,KMeans,3,100,Nursery,KNeighborsClassifier,closest,0.05038580246913575
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Nursery,KNeighborsClassifier,closest,0.049691358024691316
Encoded,encoded,GNN,KMeans,4,100,Nursery,KNeighborsClassifier,closest,0.06033950617283949
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Nursery,KNeighborsClassifier,closest,0.0
Original,original,,KMeans,1,100,Nursery,KNeighborsClassifier,closest,0.041898148148148115
Decoded,decoded,MLP,Agglo,3,100,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,LogisticRegression,centroid,0.0019290123456789
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,100,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,Agglo,4,100,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,Agglo,2,100,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Nursery,LogisticRegression,centroid,0.0
Original,original,,Agglo,0,100,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,Agglo,3,100,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,LogisticRegression,closest,0.0030864197530864
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,100,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,Agglo,4,100,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,Agglo,2,100,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Nursery,LogisticRegression,closest,0.0
Original,original,,Agglo,0,100,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,KIP,3,100,Nursery,LogisticRegression,centroid,0.0027777777777777397
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KIP,4,100,Nursery,LogisticRegression,centroid,0.01342592592592588
Encoded-FT,encoded,MLP-MultiHead,KIP,2,100,Nursery,LogisticRegression,centroid,0.00038580246913578
Original,original,,KIP,0,100,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KIP,4,100,Nursery,LogisticRegression,centroid,0.019212962962962925
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KIP,2,100,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Nursery,LogisticRegression,centroid,0.0
Original,original,,KIP,0,100,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,100,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,LogisticRegression,centroid,0.0023148148148147197
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,100,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,GNN,KMeans,4,100,Nursery,LogisticRegression,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Nursery,LogisticRegression,centroid,0.0
Encoded,encoded,GNN,KMeans,2,100,Nursery,LogisticRegression,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,LogisticRegression,centroid,0.0
Original,original,,KMeans,0,100,Nursery,LogisticRegression,centroid,0.0
Decoded,decoded,MLP,KMeans,3,100,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,LogisticRegression,closest,0.0032407407407406804
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,100,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,GNN,KMeans,4,100,Nursery,LogisticRegression,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Nursery,LogisticRegression,closest,0.0
Encoded,encoded,GNN,KMeans,2,100,Nursery,LogisticRegression,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,LogisticRegression,closest,0.0
Original,original,,KMeans,0,100,Nursery,LogisticRegression,closest,0.0
Decoded,decoded,MLP,Agglo,2,100,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,MLPClassifier,centroid,0.0030864197530864
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Nursery,MLPClassifier,centroid,0.0007716049382715
Original,original,,Agglo,0,100,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,4,100,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,2,100,Nursery,MLPClassifier,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Nursery,MLPClassifier,centroid,0.0
Original,original,,Agglo,0,100,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,100,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,MLPClassifier,closest,0.0046296296296296
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,Agglo,0,100,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,4,100,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,2,100,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Nursery,MLPClassifier,closest,0.0
Original,original,,Agglo,0,100,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,100,Nursery,MLPClassifier,centroid,0.0087191358024691
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Nursery,MLPClassifier,centroid,0.00030864197530864
Encoded,encoded,MLP,KIP,4,100,Nursery,MLPClassifier,centroid,0.00956790123456786
Encoded-FT,encoded,MLP-MultiHead,KIP,2,100,Nursery,MLPClassifier,centroid,0.00046296296296290004
Original,original,,KIP,0,100,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,4,100,Nursery,MLPClassifier,centroid,0.03379629629629623
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,3,100,Nursery,MLPClassifier,centroid,0.0036265432098765197
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Nursery,MLPClassifier,centroid,0.0
Original,original,,KIP,0,100,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,MLPClassifier,centroid,0.00293209876543202
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Nursery,MLPClassifier,centroid,0.00123456790123452
Original,original,,KMeans,0,100,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,4,100,Nursery,MLPClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Nursery,MLPClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,2,100,Nursery,MLPClassifier,centroid,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,MLPClassifier,centroid,0.0
Original,original,,KMeans,0,100,Nursery,MLPClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,MLPClassifier,closest,0.00378086419753082
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Nursery,MLPClassifier,closest,0.0007716049382715
Original,original,,KMeans,0,100,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,4,100,Nursery,MLPClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Nursery,MLPClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,2,100,Nursery,MLPClassifier,closest,0.0
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Nursery,MLPClassifier,closest,0.0
Original,original,,KMeans,0,100,Nursery,MLPClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,100,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,XGBClassifier,centroid,0.1319444444444444
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Nursery,XGBClassifier,centroid,0.0733024691358024
Original,original,,Agglo,0,100,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,Agglo,2,100,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,Agglo,4,100,Nursery,XGBClassifier,centroid,0.0459104938271605
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Nursery,XGBClassifier,centroid,0.0046296296296296
Original,original,,Agglo,0,100,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,Agglo,2,100,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,Agglo,4,100,Nursery,XGBClassifier,closest,0.054783950617284
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Nursery,XGBClassifier,closest,0.0408950617283949
Original,original,,Agglo,0,100,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,Agglo,2,100,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,Agglo,4,100,Nursery,XGBClassifier,closest,0.0478395061728396
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Nursery,XGBClassifier,closest,0.0003858024691357
Original,original,,Agglo,0,100,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,KIP,3,100,Nursery,XGBClassifier,centroid,0.023688271604938242
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KIP,4,100,Nursery,XGBClassifier,centroid,0.06859567901234566
Encoded-FT,encoded,MLP-MultiHead,KIP,2,100,Nursery,XGBClassifier,centroid,0.00864197530864192
Original,original,,KIP,0,100,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KIP,3,100,Nursery,XGBClassifier,centroid,0.05316358024691352
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KIP,4,100,Nursery,XGBClassifier,centroid,0.06550925925925921
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,Nursery,XGBClassifier,centroid,0.0017746913580246
Original,original,,KIP,0,100,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,XGBClassifier,centroid,0.11496913580246915
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Nursery,XGBClassifier,centroid,0.07916666666666664
Original,original,,KMeans,0,100,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,GNN,KMeans,2,100,Nursery,XGBClassifier,centroid,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Nursery,XGBClassifier,centroid,0.0
Encoded,encoded,GNN,KMeans,4,100,Nursery,XGBClassifier,centroid,0.05177469135802466
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,Nursery,XGBClassifier,centroid,0.0037037037037036596
Original,original,,KMeans,0,100,Nursery,XGBClassifier,centroid,0.0
Decoded,decoded,MLP,KMeans,2,100,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,MLP,KMeans,4,100,Nursery,XGBClassifier,closest,0.07932098765432098
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Nursery,XGBClassifier,closest,0.049074074074074034
Original,original,,KMeans,0,100,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,GNN,KMeans,2,100,Nursery,XGBClassifier,closest,0.0
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Nursery,XGBClassifier,closest,0.0
Encoded,encoded,GNN,KMeans,4,100,Nursery,XGBClassifier,closest,0.034027777777777754
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,Nursery,XGBClassifier,closest,0.003780864197530821
Original,original,,KMeans,0,100,Nursery,XGBClassifier,closest,0.0
Decoded,decoded,MLP,Agglo,2,100,OnlineShoppers,GaussianNB,centroid,-0.1276236106719849
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,OnlineShoppers,GaussianNB,centroid,-0.0696062455918477
Encoded,encoded,MLP,Agglo,1,100,OnlineShoppers,GaussianNB,centroid,-0.1594068957689842
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,GaussianNB,centroid,-0.218012014495221
Original,original,,Agglo,3,100,OnlineShoppers,GaussianNB,centroid,-0.078090165462785
Decoded,decoded,GNN,Agglo,4,100,OnlineShoppers,GaussianNB,centroid,-0.0631895971658113
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,OnlineShoppers,GaussianNB,centroid,-0.1227513356194923
Encoded,encoded,GNN,Agglo,1,100,OnlineShoppers,GaussianNB,centroid,-0.144940049128098
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,GaussianNB,centroid,-0.177509708068844
Original,original,,Agglo,3,100,OnlineShoppers,GaussianNB,centroid,-0.078090165462785
Decoded,decoded,MLP,Agglo,3,100,OnlineShoppers,GaussianNB,closest,-0.1408136131851384
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,OnlineShoppers,GaussianNB,closest,-0.0707168973093043
Encoded,encoded,MLP,Agglo,1,100,OnlineShoppers,GaussianNB,closest,-0.171332214574669
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,GaussianNB,closest,-0.2156609999108235
Original,original,,Agglo,2,100,OnlineShoppers,GaussianNB,closest,-0.14671547048666
Decoded,decoded,GNN,Agglo,4,100,OnlineShoppers,GaussianNB,closest,-0.1148754367617612
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,GaussianNB,closest,-0.176934114843009
Encoded,encoded,GNN,Agglo,3,100,OnlineShoppers,GaussianNB,closest,-0.1151997146354709
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,GaussianNB,closest,-0.1723131551426417
Original,original,,Agglo,2,100,OnlineShoppers,GaussianNB,closest,-0.14671547048666
Decoded,decoded,MLP,KIP,4,100,OnlineShoppers,GaussianNB,centroid,-0.025917909056270345
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,OnlineShoppers,GaussianNB,centroid,-0.1382850564648847
Encoded,encoded,MLP,KIP,3,100,OnlineShoppers,GaussianNB,centroid,-0.1243321902538284
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,OnlineShoppers,GaussianNB,centroid,-0.1960754270334249
Original,original,,KIP,2,100,OnlineShoppers,GaussianNB,centroid,-0.13593890604859302
Decoded,decoded,GNN,KIP,4,100,OnlineShoppers,GaussianNB,centroid,0.01893296365655736
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,OnlineShoppers,GaussianNB,centroid,-0.04085414791935204
Encoded,encoded,GNN,KIP,2,100,OnlineShoppers,GaussianNB,centroid,-0.11016692203549219
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,OnlineShoppers,GaussianNB,centroid,-0.168952825676322
Original,original,,KIP,1,100,OnlineShoppers,GaussianNB,centroid,-0.13593890604859302
Decoded,decoded,MLP,KMeans,2,100,OnlineShoppers,GaussianNB,centroid,-0.1451070522330584
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,OnlineShoppers,GaussianNB,centroid,-0.07957211534563959
Encoded,encoded,MLP,KMeans,1,100,OnlineShoppers,GaussianNB,centroid,-0.18687079958816707
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,GaussianNB,centroid,-0.2153626642670104
Original,original,,KMeans,4,100,OnlineShoppers,GaussianNB,centroid,-0.0690006566626942
Decoded,decoded,GNN,KMeans,4,100,OnlineShoppers,GaussianNB,centroid,-0.009554847548864601
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,OnlineShoppers,GaussianNB,centroid,-0.1315449408598227
Encoded,encoded,GNN,KMeans,2,100,OnlineShoppers,GaussianNB,centroid,-0.12088025228818564
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,GaussianNB,centroid,-0.16870718518698666
Original,original,,KMeans,3,100,OnlineShoppers,GaussianNB,centroid,-0.0690006566626942
Decoded,decoded,MLP,KMeans,3,100,OnlineShoppers,GaussianNB,closest,-0.1274906567437637
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,OnlineShoppers,GaussianNB,closest,-0.08876782514937043
Encoded,encoded,MLP,KMeans,1,100,OnlineShoppers,GaussianNB,closest,-0.17403831343077883
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,GaussianNB,closest,-0.2083550194161377
Original,original,,KMeans,2,100,OnlineShoppers,GaussianNB,closest,-0.15921151835007408
Decoded,decoded,GNN,KMeans,3,100,OnlineShoppers,GaussianNB,closest,-0.10651555317751774
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,OnlineShoppers,GaussianNB,closest,-0.15988196285396955
Encoded,encoded,GNN,KMeans,4,100,OnlineShoppers,GaussianNB,closest,-0.10493064506976024
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,GaussianNB,closest,-0.16215028658057082
Original,original,,KMeans,2,100,OnlineShoppers,GaussianNB,closest,-0.15921151835007408
Decoded,decoded,MLP,Agglo,2,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0013745945472076
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0319558166038397
Encoded,encoded,MLP,Agglo,4,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0161304462172348
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0654931182607171
Original,original,,Agglo,3,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0109090909090908
Decoded,decoded,GNN,Agglo,3,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0283720522486192
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0101130884544579
Encoded,encoded,GNN,Agglo,4,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0770088542123256
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0102884193916018
Original,original,,Agglo,2,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0109090909090908
Decoded,decoded,MLP,Agglo,4,100,OnlineShoppers,KNeighborsClassifier,closest,0.0408906811606907
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,OnlineShoppers,KNeighborsClassifier,closest,7.363899360034277e-05
Encoded,encoded,MLP,Agglo,2,100,OnlineShoppers,KNeighborsClassifier,closest,0.0268957657578678
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,KNeighborsClassifier,closest,-0.0343262908740249
Original,original,,Agglo,3,100,OnlineShoppers,KNeighborsClassifier,closest,0.0281511352678178
Decoded,decoded,GNN,Agglo,3,100,OnlineShoppers,KNeighborsClassifier,closest,0.062295081967213
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,KNeighborsClassifier,closest,0.0158814762864906
Encoded,encoded,GNN,Agglo,4,100,OnlineShoppers,KNeighborsClassifier,closest,0.1053703866047162
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,KNeighborsClassifier,closest,7.013237485740296e-05
Original,original,,Agglo,2,100,OnlineShoppers,KNeighborsClassifier,closest,0.0281511352678178
Decoded,decoded,MLP,KIP,2,100,OnlineShoppers,KNeighborsClassifier,centroid,0.08830227053563586
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,OnlineShoppers,KNeighborsClassifier,centroid,0.07139475760497929
Encoded,encoded,MLP,KIP,3,100,OnlineShoppers,KNeighborsClassifier,centroid,0.09092101341281655
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,OnlineShoppers,KNeighborsClassifier,centroid,0.0051561321995265
Original,original,,KIP,4,100,OnlineShoppers,KNeighborsClassifier,centroid,0.1981997019374067
Decoded,decoded,GNN,KIP,2,100,OnlineShoppers,KNeighborsClassifier,centroid,0.09718523713509233
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,OnlineShoppers,KNeighborsClassifier,centroid,0.06129499430174441
Encoded,encoded,GNN,KIP,3,100,OnlineShoppers,KNeighborsClassifier,centroid,0.10793863417199953
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,OnlineShoppers,KNeighborsClassifier,centroid,0.054572806171648815
Original,original,,KIP,4,100,OnlineShoppers,KNeighborsClassifier,centroid,0.1981997019374067
Decoded,decoded,MLP,KMeans,3,100,OnlineShoppers,KNeighborsClassifier,centroid,0.00106040150784596
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.01274164986411854
Encoded,encoded,MLP,KMeans,4,100,OnlineShoppers,KNeighborsClassifier,centroid,0.012280178837555781
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.044310335758744726
Original,original,,KMeans,2,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0031082668536864
Decoded,decoded,GNN,KMeans,3,100,OnlineShoppers,KNeighborsClassifier,centroid,0.029942316121679517
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0032302971859385597
Encoded,encoded,GNN,KMeans,4,100,OnlineShoppers,KNeighborsClassifier,centroid,0.03002226702901718
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.01610379591478922
Original,original,,KMeans,2,100,OnlineShoppers,KNeighborsClassifier,centroid,-0.0031082668536864
Decoded,decoded,MLP,KMeans,2,100,OnlineShoppers,KNeighborsClassifier,closest,0.014074164986411758
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,OnlineShoppers,KNeighborsClassifier,closest,0.01964688349259216
Encoded,encoded,MLP,KMeans,4,100,OnlineShoppers,KNeighborsClassifier,closest,0.0389943017445427
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,KNeighborsClassifier,closest,-0.02839028666608236
Original,original,,KMeans,1,100,OnlineShoppers,KNeighborsClassifier,closest,0.0038776190058734993
Decoded,decoded,GNN,KMeans,4,100,OnlineShoppers,KNeighborsClassifier,closest,0.04159340755676322
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,OnlineShoppers,KNeighborsClassifier,closest,0.027737354256158343
Encoded,encoded,GNN,KMeans,3,100,OnlineShoppers,KNeighborsClassifier,closest,0.03204979398614874
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,KNeighborsClassifier,closest,-0.006722889453844199
Original,original,,KMeans,1,100,OnlineShoppers,KNeighborsClassifier,closest,0.0038776190058734993
Decoded,decoded,MLP,Agglo,3,100,OnlineShoppers,LogisticRegression,centroid,0.2273998470546986
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,OnlineShoppers,LogisticRegression,centroid,0.2132123758699799
Encoded,encoded,MLP,Agglo,4,100,OnlineShoppers,LogisticRegression,centroid,0.272212268200905
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,OnlineShoppers,LogisticRegression,centroid,0.1841279219040308
Original,original,,Agglo,0,100,OnlineShoppers,LogisticRegression,centroid,0.1432302378934407
Decoded,decoded,GNN,Agglo,4,100,OnlineShoppers,LogisticRegression,centroid,0.3183332827196656
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,OnlineShoppers,LogisticRegression,centroid,0.2353066222002589
Encoded,encoded,GNN,Agglo,3,100,OnlineShoppers,LogisticRegression,centroid,0.2418523498085422
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,LogisticRegression,centroid,0.1887659743637172
Original,original,,Agglo,0,100,OnlineShoppers,LogisticRegression,centroid,0.1432302378934407
Decoded,decoded,MLP,Agglo,1,100,OnlineShoppers,LogisticRegression,closest,0.1894975719243224
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,OnlineShoppers,LogisticRegression,closest,0.222844616960364
Encoded,encoded,MLP,Agglo,2,100,OnlineShoppers,LogisticRegression,closest,0.2089608277819342
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,LogisticRegression,closest,0.1616250852380177
Original,original,,Agglo,4,100,OnlineShoppers,LogisticRegression,closest,0.2444088001523932
Decoded,decoded,GNN,Agglo,2,100,OnlineShoppers,LogisticRegression,closest,0.2083203348232156
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,LogisticRegression,closest,0.1736923038697369
Encoded,encoded,GNN,Agglo,3,100,OnlineShoppers,LogisticRegression,closest,0.2314995541395998
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,LogisticRegression,closest,0.201904362253983
Original,original,,Agglo,4,100,OnlineShoppers,LogisticRegression,closest,0.2444088001523932
Decoded,decoded,MLP,KIP,4,100,OnlineShoppers,LogisticRegression,centroid,0.2601583011476419
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,OnlineShoppers,LogisticRegression,centroid,0.21144163369876398
Encoded,encoded,MLP,KIP,3,100,OnlineShoppers,LogisticRegression,centroid,0.21648330715226338
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,OnlineShoppers,LogisticRegression,centroid,0.16553374873350796
Original,original,,KIP,1,100,OnlineShoppers,LogisticRegression,centroid,0.20129644609230274
Decoded,decoded,GNN,KIP,4,100,OnlineShoppers,LogisticRegression,centroid,0.2581937546415033
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,OnlineShoppers,LogisticRegression,centroid,0.23339176911333137
Encoded,encoded,GNN,KIP,2,100,OnlineShoppers,LogisticRegression,centroid,0.20549664431383055
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,OnlineShoppers,LogisticRegression,centroid,0.18312963632699367
Original,original,,KIP,1,100,OnlineShoppers,LogisticRegression,centroid,0.20129644609230274
Decoded,decoded,MLP,KMeans,1,100,OnlineShoppers,LogisticRegression,centroid,0.19714759773729296
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,OnlineShoppers,LogisticRegression,centroid,0.23875921053721344
Encoded,encoded,MLP,KMeans,4,100,OnlineShoppers,LogisticRegression,centroid,0.2599175641390201
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,OnlineShoppers,LogisticRegression,centroid,0.19744410180525146
Original,original,,KMeans,0,100,OnlineShoppers,LogisticRegression,centroid,0.15329702032736917
Decoded,decoded,GNN,KMeans,4,100,OnlineShoppers,LogisticRegression,centroid,0.2733491432026304
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,OnlineShoppers,LogisticRegression,centroid,0.24124774654147602
Encoded,encoded,GNN,KMeans,2,100,OnlineShoppers,LogisticRegression,centroid,0.2304013295750384
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,OnlineShoppers,LogisticRegression,centroid,0.19224506585758416
Original,original,,KMeans,0,100,OnlineShoppers,LogisticRegression,centroid,0.15329702032736917
Decoded,decoded,MLP,KMeans,3,100,OnlineShoppers,LogisticRegression,closest,0.21001322397100114
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,OnlineShoppers,LogisticRegression,closest,0.20468388083518074
Encoded,encoded,MLP,KMeans,4,100,OnlineShoppers,LogisticRegression,closest,0.21711662217265154
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,LogisticRegression,closest,0.15873292823994187
Original,original,,KMeans,2,100,OnlineShoppers,LogisticRegression,closest,0.20540995690476255
Decoded,decoded,GNN,KMeans,4,100,OnlineShoppers,LogisticRegression,closest,0.22042675604120135
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,OnlineShoppers,LogisticRegression,closest,0.19542654898528797
Encoded,encoded,GNN,KMeans,3,100,OnlineShoppers,LogisticRegression,closest,0.21727122392130765
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,LogisticRegression,closest,0.17483801325709988
Original,original,,KMeans,2,100,OnlineShoppers,LogisticRegression,closest,0.20540995690476255
Decoded,decoded,MLP,Agglo,4,100,OnlineShoppers,MLPClassifier,centroid,0.1447394168677843
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,OnlineShoppers,MLPClassifier,centroid,0.1205742488763819
Encoded,encoded,MLP,Agglo,2,100,OnlineShoppers,MLPClassifier,centroid,0.1153218968103842
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,MLPClassifier,centroid,0.0584964792779026
Original,original,,Agglo,1,100,OnlineShoppers,MLPClassifier,centroid,0.1049103745601039
Decoded,decoded,GNN,Agglo,4,100,OnlineShoppers,MLPClassifier,centroid,0.2241862892179245
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,OnlineShoppers,MLPClassifier,centroid,0.140726383828595
Encoded,encoded,GNN,Agglo,3,100,OnlineShoppers,MLPClassifier,centroid,0.1415122176977241
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,MLPClassifier,centroid,0.0496410944522615
Original,original,,Agglo,1,100,OnlineShoppers,MLPClassifier,centroid,0.1049103745601039
Decoded,decoded,MLP,Agglo,1,100,OnlineShoppers,MLPClassifier,closest,0.1144211386204733
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,OnlineShoppers,MLPClassifier,closest,0.1212234159856625
Encoded,encoded,MLP,Agglo,4,100,OnlineShoppers,MLPClassifier,closest,0.1519206338852806
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,MLPClassifier,closest,0.0784684625921335
Original,original,,Agglo,3,100,OnlineShoppers,MLPClassifier,closest,0.1422638848768913
Decoded,decoded,GNN,Agglo,2,100,OnlineShoppers,MLPClassifier,closest,0.135210016431072
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,MLPClassifier,closest,0.0969029448580684
Encoded,encoded,GNN,Agglo,4,100,OnlineShoppers,MLPClassifier,closest,0.1504079813387751
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,MLPClassifier,closest,0.0795649027336457
Original,original,,Agglo,3,100,OnlineShoppers,MLPClassifier,closest,0.1422638848768913
Decoded,decoded,MLP,KIP,4,100,OnlineShoppers,MLPClassifier,centroid,0.16299374749573692
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,OnlineShoppers,MLPClassifier,centroid,0.12608875263627078
Encoded,encoded,MLP,KIP,3,100,OnlineShoppers,MLPClassifier,centroid,0.16277011097962113
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,OnlineShoppers,MLPClassifier,centroid,0.07273901929175561
Original,original,,KIP,1,100,OnlineShoppers,MLPClassifier,centroid,0.08249702594494199
Decoded,decoded,GNN,KIP,4,100,OnlineShoppers,MLPClassifier,centroid,0.15775195604300035
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,OnlineShoppers,MLPClassifier,centroid,0.13930567073871494
Encoded,encoded,GNN,KIP,3,100,OnlineShoppers,MLPClassifier,centroid,0.1538818018891074
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,OnlineShoppers,MLPClassifier,centroid,0.0991231584930627
Original,original,,KIP,0,100,OnlineShoppers,MLPClassifier,centroid,0.08249702594494199
Decoded,decoded,MLP,KMeans,3,100,OnlineShoppers,MLPClassifier,centroid,0.1145832750946573
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,OnlineShoppers,MLPClassifier,centroid,0.14963022323272795
Encoded,encoded,MLP,KMeans,2,100,OnlineShoppers,MLPClassifier,centroid,0.10820528589754348
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,MLPClassifier,centroid,0.08062531254756163
Original,original,,KMeans,1,100,OnlineShoppers,MLPClassifier,centroid,0.09468894334852204
Decoded,decoded,GNN,KMeans,4,100,OnlineShoppers,MLPClassifier,centroid,0.1944923295781035
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,OnlineShoppers,MLPClassifier,centroid,0.15592434873629846
Encoded,encoded,GNN,KMeans,2,100,OnlineShoppers,MLPClassifier,centroid,0.1291252395550876
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,MLPClassifier,centroid,0.053532369832676466
Original,original,,KMeans,1,100,OnlineShoppers,MLPClassifier,centroid,0.09468894334852204
Decoded,decoded,MLP,KMeans,3,100,OnlineShoppers,MLPClassifier,closest,0.13220707498967232
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,OnlineShoppers,MLPClassifier,closest,0.11860500510947321
Encoded,encoded,MLP,KMeans,4,100,OnlineShoppers,MLPClassifier,closest,0.13969020130392512
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,MLPClassifier,closest,0.0746014145009645
Original,original,,KMeans,1,100,OnlineShoppers,MLPClassifier,closest,0.10149681162661403
Decoded,decoded,GNN,KMeans,4,100,OnlineShoppers,MLPClassifier,closest,0.1349901071902247
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,OnlineShoppers,MLPClassifier,closest,0.10788970992480226
Encoded,encoded,GNN,KMeans,3,100,OnlineShoppers,MLPClassifier,closest,0.13036331615680646
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,MLPClassifier,closest,0.08218020754711126
Original,original,,KMeans,1,100,OnlineShoppers,MLPClassifier,closest,0.10149681162661403
Decoded,decoded,MLP,Agglo,3,100,OnlineShoppers,XGBClassifier,centroid,0.2785677541105819
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,OnlineShoppers,XGBClassifier,centroid,0.1928459229793708
Encoded,encoded,MLP,Agglo,2,100,OnlineShoppers,XGBClassifier,centroid,0.2417107503720636
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,XGBClassifier,centroid,0.1693887151216049
Original,original,,Agglo,4,100,OnlineShoppers,XGBClassifier,centroid,0.384748275852583
Decoded,decoded,GNN,Agglo,2,100,OnlineShoppers,XGBClassifier,centroid,0.2430999716653875
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,OnlineShoppers,XGBClassifier,centroid,0.2132028290597585
Encoded,encoded,GNN,Agglo,3,100,OnlineShoppers,XGBClassifier,centroid,0.2557460118345149
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,XGBClassifier,centroid,0.1901142462580431
Original,original,,Agglo,4,100,OnlineShoppers,XGBClassifier,centroid,0.384748275852583
Decoded,decoded,MLP,Agglo,2,100,OnlineShoppers,XGBClassifier,closest,0.1985128454828299
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,OnlineShoppers,XGBClassifier,closest,0.174687012569014
Encoded,encoded,MLP,Agglo,4,100,OnlineShoppers,XGBClassifier,closest,0.2527584983205552
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,OnlineShoppers,XGBClassifier,closest,0.1803896972047767
Original,original,,Agglo,3,100,OnlineShoppers,XGBClassifier,closest,0.2098219320904616
Decoded,decoded,GNN,Agglo,3,100,OnlineShoppers,XGBClassifier,closest,0.2381400390082335
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,OnlineShoppers,XGBClassifier,closest,0.1898061417335831
Encoded,encoded,GNN,Agglo,4,100,OnlineShoppers,XGBClassifier,closest,0.2383381062025291
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,OnlineShoppers,XGBClassifier,closest,0.2293755656606502
Original,original,,Agglo,1,100,OnlineShoppers,XGBClassifier,closest,0.2098219320904616
Decoded,decoded,MLP,KIP,3,100,OnlineShoppers,XGBClassifier,centroid,0.2572513225111618
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,OnlineShoppers,XGBClassifier,centroid,0.21937042141546517
Encoded,encoded,MLP,KIP,4,100,OnlineShoppers,XGBClassifier,centroid,0.2898174205599249
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,OnlineShoppers,XGBClassifier,centroid,0.18841196876040192
Original,original,,KIP,2,100,OnlineShoppers,XGBClassifier,centroid,0.22188697515632166
Decoded,decoded,GNN,KIP,2,100,OnlineShoppers,XGBClassifier,centroid,0.2359073815792007
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,OnlineShoppers,XGBClassifier,centroid,0.23982911202625487
Encoded,encoded,GNN,KIP,4,100,OnlineShoppers,XGBClassifier,centroid,0.27931655814234974
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,OnlineShoppers,XGBClassifier,centroid,0.22631157620222653
Original,original,,KIP,0,100,OnlineShoppers,XGBClassifier,centroid,0.22188697515632166
Decoded,decoded,MLP,KMeans,1,100,OnlineShoppers,XGBClassifier,centroid,0.21585087741016135
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,OnlineShoppers,XGBClassifier,centroid,0.2206000885800507
Encoded,encoded,MLP,KMeans,2,100,OnlineShoppers,XGBClassifier,centroid,0.21987164145436328
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,XGBClassifier,centroid,0.18419808920176164
Original,original,,KMeans,4,100,OnlineShoppers,XGBClassifier,centroid,0.38348944879550384
Decoded,decoded,GNN,KMeans,2,100,OnlineShoppers,XGBClassifier,centroid,0.24065274144253435
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,OnlineShoppers,XGBClassifier,centroid,0.2153215978520712
Encoded,encoded,GNN,KMeans,3,100,OnlineShoppers,XGBClassifier,centroid,0.24474778068459715
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,XGBClassifier,centroid,0.2100078951784392
Original,original,,KMeans,4,100,OnlineShoppers,XGBClassifier,centroid,0.38348944879550384
Decoded,decoded,MLP,KMeans,1,100,OnlineShoppers,XGBClassifier,closest,0.18845323275921355
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,OnlineShoppers,XGBClassifier,closest,0.20225796601497054
Encoded,encoded,MLP,KMeans,4,100,OnlineShoppers,XGBClassifier,closest,0.24424986176560398
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,OnlineShoppers,XGBClassifier,closest,0.18040400205769797
Original,original,,KMeans,3,100,OnlineShoppers,XGBClassifier,closest,0.20762448660708138
Decoded,decoded,GNN,KMeans,3,100,OnlineShoppers,XGBClassifier,closest,0.217542151174786
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,OnlineShoppers,XGBClassifier,closest,0.1978707776613215
Encoded,encoded,GNN,KMeans,4,100,OnlineShoppers,XGBClassifier,closest,0.25616305331583733
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,OnlineShoppers,XGBClassifier,closest,0.21292883610764943
Original,original,,KMeans,1,100,OnlineShoppers,XGBClassifier,closest,0.20762448660708138
Decoded,decoded,MLP,Agglo,3,100,PhishingWebsites,GaussianNB,centroid,-0.245823288963421
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,PhishingWebsites,GaussianNB,centroid,-0.2494078188869092
Encoded,encoded,MLP,Agglo,2,100,PhishingWebsites,GaussianNB,centroid,-0.2460119484330784
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,GaussianNB,centroid,-0.3105334870558643
Original,original,,Agglo,4,100,PhishingWebsites,GaussianNB,centroid,-0.1339691856199561
Decoded,decoded,GNN,Agglo,2,100,PhishingWebsites,GaussianNB,centroid,-0.2106907032805786
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,PhishingWebsites,GaussianNB,centroid,-0.0800964259511581
Encoded,encoded,GNN,Agglo,1,100,PhishingWebsites,GaussianNB,centroid,-0.2188449848024316
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,PhishingWebsites,GaussianNB,centroid,-0.2713342416937428
Original,original,,Agglo,3,100,PhishingWebsites,GaussianNB,centroid,-0.1339691856199561
Decoded,decoded,MLP,Agglo,3,100,PhishingWebsites,GaussianNB,closest,-0.1926632428466617
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,PhishingWebsites,GaussianNB,closest,-0.0508332459909862
Encoded,encoded,MLP,Agglo,1,100,PhishingWebsites,GaussianNB,closest,-0.24490095377843
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,GaussianNB,closest,-0.3070328057855571
Original,original,,Agglo,2,100,PhishingWebsites,GaussianNB,closest,-0.238759039932921
Decoded,decoded,GNN,Agglo,1,100,PhishingWebsites,GaussianNB,closest,-0.2474373755371554
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,PhishingWebsites,GaussianNB,closest,-0.1422073157949902
Encoded,encoded,GNN,Agglo,3,100,PhishingWebsites,GaussianNB,closest,-0.2187611361492506
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,PhishingWebsites,GaussianNB,closest,-0.2713132795304476
Original,original,,Agglo,2,100,PhishingWebsites,GaussianNB,closest,-0.238759039932921
Decoded,decoded,MLP,KIP,3,100,PhishingWebsites,GaussianNB,centroid,-0.06945183942982922
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,PhishingWebsites,GaussianNB,centroid,-0.019268420500995736
Encoded,encoded,MLP,KIP,1,100,PhishingWebsites,GaussianNB,centroid,-0.21364636830520914
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,PhishingWebsites,GaussianNB,centroid,-0.29300911854103345
Original,original,,KIP,2,100,PhishingWebsites,GaussianNB,centroid,-0.13802326800125772
Decoded,decoded,GNN,KIP,4,100,PhishingWebsites,GaussianNB,centroid,0.00017188973902100002
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,PhishingWebsites,GaussianNB,centroid,-0.12229326066450061
Encoded,encoded,GNN,KIP,1,100,PhishingWebsites,GaussianNB,centroid,-0.18365370506236245
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,PhishingWebsites,GaussianNB,centroid,-0.25785557069489573
Original,original,,KIP,2,100,PhishingWebsites,GaussianNB,centroid,-0.13802326800125772
Decoded,decoded,MLP,KMeans,4,100,PhishingWebsites,GaussianNB,centroid,-0.15246619851168647
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,PhishingWebsites,GaussianNB,centroid,-0.20997379729588098
Encoded,encoded,MLP,KMeans,1,100,PhishingWebsites,GaussianNB,centroid,-0.238167906927995
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,GaussianNB,centroid,-0.30927994969080813
Original,original,,KMeans,3,100,PhishingWebsites,GaussianNB,centroid,-0.1604569751598365
Decoded,decoded,GNN,KMeans,4,100,PhishingWebsites,GaussianNB,centroid,-0.10562834084477517
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,PhishingWebsites,GaussianNB,centroid,-0.1823121266114663
Encoded,encoded,GNN,KMeans,1,100,PhishingWebsites,GaussianNB,centroid,-0.21514306676449016
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,PhishingWebsites,GaussianNB,centroid,-0.26645005764594915
Original,original,,KMeans,3,100,PhishingWebsites,GaussianNB,centroid,-0.1604569751598365
Decoded,decoded,MLP,KMeans,4,100,PhishingWebsites,GaussianNB,closest,-0.1381406561157112
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,PhishingWebsites,GaussianNB,closest,-0.20258673095063412
Encoded,encoded,MLP,KMeans,1,100,PhishingWebsites,GaussianNB,closest,-0.23305313908395348
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,GaussianNB,closest,-0.30102085735247874
Original,original,,KMeans,2,100,PhishingWebsites,GaussianNB,closest,-0.22014883135939628
Decoded,decoded,GNN,KMeans,3,100,PhishingWebsites,GaussianNB,closest,-0.1886468923592915
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,PhishingWebsites,GaussianNB,closest,-0.16855675505712192
Encoded,encoded,GNN,KMeans,2,100,PhishingWebsites,GaussianNB,closest,-0.2193648464521539
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,PhishingWebsites,GaussianNB,closest,-0.2676784404150509
Original,original,,KMeans,1,100,PhishingWebsites,GaussianNB,closest,-0.22014883135939628
Decoded,decoded,MLP,Agglo,4,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0531538374517186
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0404188955508508
Encoded,encoded,MLP,Agglo,3,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0498246521324562
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,KNeighborsClassifier,centroid,-0.0005009939072675
Original,original,,Agglo,1,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0161287715952616
Decoded,decoded,GNN,Agglo,2,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0478368375971686
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0555780015191427
Encoded,encoded,GNN,Agglo,4,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0625111107519757
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0167105709714433
Original,original,,Agglo,0,100,PhishingWebsites,KNeighborsClassifier,centroid,0.0161287715952616
Decoded,decoded,MLP,Agglo,2,100,PhishingWebsites,KNeighborsClassifier,closest,0.0423582268047901
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,PhishingWebsites,KNeighborsClassifier,closest,0.0420673271166993
Encoded,encoded,MLP,Agglo,4,100,PhishingWebsites,KNeighborsClassifier,closest,0.0698482473293792
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,KNeighborsClassifier,closest,0.0022302309420301
Original,original,,Agglo,3,100,PhishingWebsites,KNeighborsClassifier,closest,0.0432147647752799
Decoded,decoded,GNN,Agglo,2,100,PhishingWebsites,KNeighborsClassifier,closest,0.0472873604085524
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,PhishingWebsites,KNeighborsClassifier,closest,0.050891284322123
Encoded,encoded,GNN,Agglo,4,100,PhishingWebsites,KNeighborsClassifier,closest,0.0574526883979508
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,PhishingWebsites,KNeighborsClassifier,closest,0.0272314430240638
Original,original,,Agglo,1,100,PhishingWebsites,KNeighborsClassifier,closest,0.0432147647752799
Decoded,decoded,MLP,KIP,1,100,PhishingWebsites,KNeighborsClassifier,centroid,0.13605701633886577
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,PhishingWebsites,KNeighborsClassifier,centroid,0.13799957981156163
Encoded,encoded,MLP,KIP,3,100,PhishingWebsites,KNeighborsClassifier,centroid,0.14397595229245114
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,PhishingWebsites,KNeighborsClassifier,centroid,0.02846291837031526
Original,original,,KIP,4,100,PhishingWebsites,KNeighborsClassifier,centroid,0.26430499216186953
Decoded,decoded,GNN,KIP,2,100,PhishingWebsites,KNeighborsClassifier,centroid,0.13267288330074173
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,PhishingWebsites,KNeighborsClassifier,centroid,0.12538423000468665
Encoded,encoded,GNN,KIP,3,100,PhishingWebsites,KNeighborsClassifier,centroid,0.15218902015288394
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,PhishingWebsites,KNeighborsClassifier,centroid,0.08620004201884386
Original,original,,KIP,4,100,PhishingWebsites,KNeighborsClassifier,centroid,0.26430499216186953
Decoded,decoded,MLP,KMeans,4,100,PhishingWebsites,KNeighborsClassifier,centroid,0.04954668131939166
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,PhishingWebsites,KNeighborsClassifier,centroid,0.04383211855778395
Encoded,encoded,MLP,KMeans,2,100,PhishingWebsites,KNeighborsClassifier,centroid,0.04243256783619108
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,KNeighborsClassifier,centroid,-0.00414693666467342
Original,original,,KMeans,1,100,PhishingWebsites,KNeighborsClassifier,centroid,0.021455468106081378
Decoded,decoded,GNN,KMeans,2,100,PhishingWebsites,KNeighborsClassifier,centroid,0.04878710991159878
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,PhishingWebsites,KNeighborsClassifier,centroid,0.04904891963088058
Encoded,encoded,GNN,KMeans,4,100,PhishingWebsites,KNeighborsClassifier,centroid,0.05199023869935514
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,PhishingWebsites,KNeighborsClassifier,centroid,0.019448260258254222
Original,original,,KMeans,1,100,PhishingWebsites,KNeighborsClassifier,centroid,0.021455468106081378
Decoded,decoded,MLP,KMeans,2,100,PhishingWebsites,KNeighborsClassifier,closest,0.04474683646589191
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,PhishingWebsites,KNeighborsClassifier,closest,0.04314688818139202
Encoded,encoded,MLP,KMeans,4,100,PhishingWebsites,KNeighborsClassifier,closest,0.05405562648480046
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,KNeighborsClassifier,closest,0.00327746981915732
Original,original,,KMeans,3,100,PhishingWebsites,KNeighborsClassifier,closest,0.047209787158394856
Decoded,decoded,GNN,KMeans,2,100,PhishingWebsites,KNeighborsClassifier,closest,0.05296636876383788
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,PhishingWebsites,KNeighborsClassifier,closest,0.05491539667404686
Encoded,encoded,GNN,KMeans,4,100,PhishingWebsites,KNeighborsClassifier,closest,0.0637490505357402
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,PhishingWebsites,KNeighborsClassifier,closest,0.02810737430709308
Original,original,,KMeans,1,100,PhishingWebsites,KNeighborsClassifier,closest,0.047209787158394856
Decoded,decoded,MLP,Agglo,3,100,PhishingWebsites,LogisticRegression,centroid,0.0245631388064624
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,PhishingWebsites,LogisticRegression,centroid,0.0061984833498187
Encoded,encoded,MLP,Agglo,4,100,PhishingWebsites,LogisticRegression,centroid,0.03486646884273
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,LogisticRegression,centroid,-0.0127761292449718
Original,original,,Agglo,2,100,PhishingWebsites,LogisticRegression,centroid,0.0097922848664689
Decoded,decoded,GNN,Agglo,1,100,PhishingWebsites,LogisticRegression,centroid,0.0152324431256182
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,PhishingWebsites,LogisticRegression,centroid,0.0320474777448071
Encoded,encoded,GNN,Agglo,4,100,PhishingWebsites,LogisticRegression,centroid,0.0493900428618529
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,PhishingWebsites,LogisticRegression,centroid,0.0357072205736895
Original,original,,Agglo,0,100,PhishingWebsites,LogisticRegression,centroid,0.0097922848664689
Decoded,decoded,MLP,Agglo,2,100,PhishingWebsites,LogisticRegression,closest,0.0121332014507089
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,PhishingWebsites,LogisticRegression,closest,0.0166172106824927
Encoded,encoded,MLP,Agglo,4,100,PhishingWebsites,LogisticRegression,closest,0.0302176063303659
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,LogisticRegression,closest,-0.0016320474777447
Original,original,,Agglo,1,100,PhishingWebsites,LogisticRegression,closest,0.0088855918232773
Decoded,decoded,GNN,Agglo,1,100,PhishingWebsites,LogisticRegression,closest,0.0229970326409495
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,PhishingWebsites,LogisticRegression,closest,0.027893175074184
Encoded,encoded,GNN,Agglo,3,100,PhishingWebsites,LogisticRegression,closest,0.0279591163864162
Encoded-FT,encoded,GNN-MultiHead,Agglo,4,100,PhishingWebsites,LogisticRegression,closest,0.0347016155621498
Original,original,,Agglo,0,100,PhishingWebsites,LogisticRegression,closest,0.0088855918232773
Decoded,decoded,MLP,KIP,3,100,PhishingWebsites,LogisticRegression,centroid,0.02704253214638976
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,PhishingWebsites,LogisticRegression,centroid,0.031048466864490643
Encoded,encoded,MLP,KIP,1,100,PhishingWebsites,LogisticRegression,centroid,0.02195845697329384
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,PhishingWebsites,LogisticRegression,centroid,-0.01510385756676542
Original,original,,KIP,2,100,PhishingWebsites,LogisticRegression,centroid,0.02668644906033636
Decoded,decoded,GNN,KIP,4,100,PhishingWebsites,LogisticRegression,centroid,0.03612924497197502
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,PhishingWebsites,LogisticRegression,centroid,0.03293109132871748
Encoded,encoded,GNN,KIP,2,100,PhishingWebsites,LogisticRegression,centroid,0.029070227497527284
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,PhishingWebsites,LogisticRegression,centroid,0.0034718100890208194
Original,original,,KIP,1,100,PhishingWebsites,LogisticRegression,centroid,0.02668644906033636
Decoded,decoded,MLP,KMeans,3,100,PhishingWebsites,LogisticRegression,centroid,0.0127794263105836
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,PhishingWebsites,LogisticRegression,centroid,0.006923837784371979
Encoded,encoded,MLP,KMeans,4,100,PhishingWebsites,LogisticRegression,centroid,0.017556874381800196
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,LogisticRegression,centroid,-0.01571711177052412
Original,original,,KMeans,1,100,PhishingWebsites,LogisticRegression,centroid,0.0049488954830201595
Decoded,decoded,GNN,KMeans,1,100,PhishingWebsites,LogisticRegression,centroid,0.008671282558522961
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,PhishingWebsites,LogisticRegression,centroid,0.01825585229146064
Encoded,encoded,GNN,KMeans,4,100,PhishingWebsites,LogisticRegression,centroid,0.05212990438509728
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,PhishingWebsites,LogisticRegression,centroid,0.03189910979228492
Original,original,,KMeans,0,100,PhishingWebsites,LogisticRegression,centroid,0.0049488954830201595
Decoded,decoded,MLP,KMeans,2,100,PhishingWebsites,LogisticRegression,closest,0.0139960435212661
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,PhishingWebsites,LogisticRegression,closest,0.009396636993076218
Encoded,encoded,MLP,KMeans,4,100,PhishingWebsites,LogisticRegression,closest,0.02614243323442138
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,LogisticRegression,closest,-0.005400593471810019
Original,original,,KMeans,3,100,PhishingWebsites,LogisticRegression,closest,0.0163072865150017
Decoded,decoded,GNN,KMeans,0,100,PhishingWebsites,LogisticRegression,closest,0.01159577975601718
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,PhishingWebsites,LogisticRegression,closest,0.01543356412792618
Encoded,encoded,GNN,KMeans,4,100,PhishingWebsites,LogisticRegression,closest,0.03237059017474449
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,PhishingWebsites,LogisticRegression,closest,0.0231058358061326
Original,original,,KMeans,2,100,PhishingWebsites,LogisticRegression,closest,0.0163072865150017
Decoded,decoded,MLP,Agglo,4,100,PhishingWebsites,MLPClassifier,centroid,0.0483514370854561
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,PhishingWebsites,MLPClassifier,centroid,0.0394918132589958
Encoded,encoded,MLP,Agglo,1,100,PhishingWebsites,MLPClassifier,centroid,0.0350219487968215
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,MLPClassifier,centroid,0.0213399980774777
Original,original,,Agglo,3,100,PhishingWebsites,MLPClassifier,centroid,0.0475343650869942
Decoded,decoded,GNN,Agglo,0,100,PhishingWebsites,MLPClassifier,centroid,0.0423755967829793
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,PhishingWebsites,MLPClassifier,centroid,0.0684417956358743
Encoded,encoded,GNN,Agglo,2,100,PhishingWebsites,MLPClassifier,centroid,0.0468935243038867
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,PhishingWebsites,MLPClassifier,centroid,0.0447467076804768
Original,original,,Agglo,3,100,PhishingWebsites,MLPClassifier,centroid,0.0475343650869942
Decoded,decoded,MLP,Agglo,4,100,PhishingWebsites,MLPClassifier,closest,0.0497452657887148
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,PhishingWebsites,MLPClassifier,closest,0.0430324585856645
Encoded,encoded,MLP,Agglo,3,100,PhishingWebsites,MLPClassifier,closest,0.0464289147361338
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,MLPClassifier,closest,0.0169983017719247
Original,original,,Agglo,1,100,PhishingWebsites,MLPClassifier,closest,0.0419910923131149
Decoded,decoded,GNN,Agglo,3,100,PhishingWebsites,MLPClassifier,closest,0.0524848601364991
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,PhishingWebsites,MLPClassifier,closest,0.0554167067192157
Encoded,encoded,GNN,Agglo,1,100,PhishingWebsites,MLPClassifier,closest,0.044890896856676
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,PhishingWebsites,MLPClassifier,closest,0.0472780287737512
Original,original,,Agglo,0,100,PhishingWebsites,MLPClassifier,closest,0.0419910923131149
Decoded,decoded,MLP,KIP,3,100,PhishingWebsites,MLPClassifier,centroid,0.05883879650100934
Decoded-FT,decoded,MLP-MultiHead,KIP,4,100,PhishingWebsites,MLPClassifier,centroid,0.06255567304303249
Encoded,encoded,MLP,KIP,2,100,PhishingWebsites,MLPClassifier,centroid,0.0528373225672082
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,PhishingWebsites,MLPClassifier,centroid,0.0061873177609024
Original,original,,KIP,1,100,PhishingWebsites,MLPClassifier,centroid,0.03860424877439208
Decoded,decoded,GNN,KIP,3,100,PhishingWebsites,MLPClassifier,centroid,0.059841712326572497
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,PhishingWebsites,MLPClassifier,centroid,0.06713127623441963
Encoded,encoded,GNN,KIP,2,100,PhishingWebsites,MLPClassifier,centroid,0.056121631580633824
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,PhishingWebsites,MLPClassifier,centroid,0.031987567688807755
Original,original,,KIP,1,100,PhishingWebsites,MLPClassifier,centroid,0.03860424877439208
Decoded,decoded,MLP,KMeans,3,100,PhishingWebsites,MLPClassifier,centroid,0.043481047133839705
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,PhishingWebsites,MLPClassifier,centroid,0.03767823384280182
Encoded,encoded,MLP,KMeans,1,100,PhishingWebsites,MLPClassifier,centroid,0.03576532410522608
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,MLPClassifier,centroid,0.018158223589349258
Original,original,,KMeans,4,100,PhishingWebsites,MLPClassifier,centroid,0.04633599282258329
Decoded,decoded,GNN,KMeans,2,100,PhishingWebsites,MLPClassifier,centroid,0.045506104008459135
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,PhishingWebsites,MLPClassifier,centroid,0.0524976769521613
Encoded,encoded,GNN,KMeans,1,100,PhishingWebsites,MLPClassifier,centroid,0.04269281297061748
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,PhishingWebsites,MLPClassifier,centroid,0.042417251433881364
Original,original,,KMeans,3,100,PhishingWebsites,MLPClassifier,centroid,0.04633599282258329
Decoded,decoded,MLP,KMeans,4,100,PhishingWebsites,MLPClassifier,closest,0.04797974943125384
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,PhishingWebsites,MLPClassifier,closest,0.04549969560062808
Encoded,encoded,MLP,KMeans,3,100,PhishingWebsites,MLPClassifier,closest,0.046996058829183916
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,MLPClassifier,closest,0.019113076356179363
Original,original,,KMeans,1,100,PhishingWebsites,MLPClassifier,closest,0.04544522413406398
Decoded,decoded,GNN,KMeans,1,100,PhishingWebsites,MLPClassifier,closest,0.04245890608478326
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,PhishingWebsites,MLPClassifier,closest,0.04677176455509634
Encoded,encoded,GNN,KMeans,2,100,PhishingWebsites,MLPClassifier,closest,0.043907206254606056
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,PhishingWebsites,MLPClassifier,closest,0.03730975039251504
Original,original,,KMeans,3,100,PhishingWebsites,MLPClassifier,closest,0.04544522413406398
Decoded,decoded,MLP,Agglo,3,100,PhishingWebsites,XGBClassifier,centroid,0.0573556143763753
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,PhishingWebsites,XGBClassifier,centroid,0.0428452977006729
Encoded,encoded,MLP,Agglo,4,100,PhishingWebsites,XGBClassifier,centroid,0.0650572439965557
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,XGBClassifier,centroid,0.0389705647861721
Original,original,,Agglo,1,100,PhishingWebsites,XGBClassifier,centroid,0.0413783206301623
Decoded,decoded,GNN,Agglo,1,100,PhishingWebsites,XGBClassifier,centroid,0.0446471282329304
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,PhishingWebsites,XGBClassifier,centroid,0.0773989858723729
Encoded,encoded,GNN,Agglo,4,100,PhishingWebsites,XGBClassifier,centroid,0.0804923940427974
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,PhishingWebsites,XGBClassifier,centroid,0.0652804796377204
Original,original,,Agglo,0,100,PhishingWebsites,XGBClassifier,centroid,0.0413783206301623
Decoded,decoded,MLP,Agglo,2,100,PhishingWebsites,XGBClassifier,closest,0.0568931976911056
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,PhishingWebsites,XGBClassifier,closest,0.0475491915680709
Encoded,encoded,MLP,Agglo,4,100,PhishingWebsites,XGBClassifier,closest,0.0810664285486493
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,PhishingWebsites,XGBClassifier,closest,0.0259591159868609
Original,original,,Agglo,3,100,PhishingWebsites,XGBClassifier,closest,0.0592052811174537
Decoded,decoded,GNN,Agglo,0,100,PhishingWebsites,XGBClassifier,closest,0.0516312147207959
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,PhishingWebsites,XGBClassifier,closest,0.0591414995056924
Encoded,encoded,GNN,Agglo,4,100,PhishingWebsites,XGBClassifier,closest,0.076155244443027
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,PhishingWebsites,XGBClassifier,closest,0.0623146346908185
Original,original,,Agglo,2,100,PhishingWebsites,XGBClassifier,closest,0.0592052811174537
Decoded,decoded,MLP,KIP,1,100,PhishingWebsites,XGBClassifier,centroid,0.07317983225436098
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,PhishingWebsites,XGBClassifier,centroid,0.08628057531013802
Encoded,encoded,MLP,KIP,3,100,PhishingWebsites,XGBClassifier,centroid,0.08996077430876667
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,PhishingWebsites,XGBClassifier,centroid,0.025818796440985982
Original,original,,KIP,4,100,PhishingWebsites,XGBClassifier,centroid,0.10276812195044167
Decoded,decoded,GNN,KIP,2,100,PhishingWebsites,XGBClassifier,centroid,0.07270784832732721
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,PhishingWebsites,XGBClassifier,centroid,0.07221672991676494
Encoded,encoded,GNN,KIP,4,100,PhishingWebsites,XGBClassifier,centroid,0.10468475938386956
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,PhishingWebsites,XGBClassifier,centroid,0.057451286794017196
Original,original,,KIP,3,100,PhishingWebsites,XGBClassifier,centroid,0.10276812195044167
Decoded,decoded,MLP,KMeans,2,100,PhishingWebsites,XGBClassifier,centroid,0.06052874956150136
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,PhishingWebsites,XGBClassifier,centroid,0.05462895047357841
Encoded,encoded,MLP,KMeans,4,100,PhishingWebsites,XGBClassifier,centroid,0.0737506776796249
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,XGBClassifier,centroid,0.04384347992473765
Original,original,,KMeans,3,100,PhishingWebsites,XGBClassifier,centroid,0.06499665146538249
Decoded,decoded,GNN,KMeans,0,100,PhishingWebsites,XGBClassifier,centroid,0.05578977580763454
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,PhishingWebsites,XGBClassifier,centroid,0.07097298848741905
Encoded,encoded,GNN,KMeans,4,100,PhishingWebsites,XGBClassifier,centroid,0.09127467551105013
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,PhishingWebsites,XGBClassifier,centroid,0.06777434065758838
Original,original,,KMeans,1,100,PhishingWebsites,XGBClassifier,centroid,0.06499665146538249
Decoded,decoded,MLP,KMeans,2,100,PhishingWebsites,XGBClassifier,closest,0.05582804477469137
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,PhishingWebsites,XGBClassifier,closest,0.05861211212807339
Encoded,encoded,MLP,KMeans,4,100,PhishingWebsites,XGBClassifier,closest,0.07356890008610512
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,PhishingWebsites,XGBClassifier,closest,0.0307586822719009
Original,original,,KMeans,1,100,PhishingWebsites,XGBClassifier,closest,0.05579615396881075
Decoded,decoded,GNN,KMeans,0,100,PhishingWebsites,XGBClassifier,closest,0.053219376853653064
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,PhishingWebsites,XGBClassifier,closest,0.06261759734668489
Encoded,encoded,GNN,KMeans,4,100,PhishingWebsites,XGBClassifier,closest,0.07862678189877852
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,PhishingWebsites,XGBClassifier,closest,0.06430143189718396
Original,original,,KMeans,1,100,PhishingWebsites,XGBClassifier,closest,0.05579615396881075
Decoded,decoded,MLP,Agglo,4,100,Pol,GaussianNB,centroid,0.0274350119796176
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Pol,GaussianNB,centroid,-0.0015185430985029
Encoded,encoded,MLP,Agglo,2,100,Pol,GaussianNB,centroid,-0.1242730677945132
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Pol,GaussianNB,centroid,-0.2435405675976649
Original,original,,Agglo,1,100,Pol,GaussianNB,centroid,-0.2128210031383224
Decoded,decoded,GNN,Agglo,3,100,Pol,GaussianNB,centroid,-0.0087738045691276
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Pol,GaussianNB,centroid,-0.0175363606708586
Encoded,encoded,GNN,Agglo,4,100,Pol,GaussianNB,centroid,0.0349714851351502
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Pol,GaussianNB,centroid,-0.0494482626742108
Original,original,,Agglo,0,100,Pol,GaussianNB,centroid,-0.2128210031383224
Decoded,decoded,MLP,Agglo,4,100,Pol,GaussianNB,closest,-0.1092338668856369
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,Pol,GaussianNB,closest,-0.1452964533582301
Encoded,encoded,MLP,Agglo,3,100,Pol,GaussianNB,closest,-0.1253416721971631
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Pol,GaussianNB,closest,-0.2457790126095321
Original,original,,Agglo,2,100,Pol,GaussianNB,closest,-0.1422256217590354
Decoded,decoded,GNN,Agglo,1,100,Pol,GaussianNB,closest,-0.0506181032834277
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Pol,GaussianNB,closest,-0.0429129031169503
Encoded,encoded,GNN,Agglo,4,100,Pol,GaussianNB,closest,0.0420805165296227
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,Pol,GaussianNB,closest,-0.0446901609655685
Original,original,,Agglo,0,100,Pol,GaussianNB,closest,-0.1422256217590354
Decoded,decoded,MLP,KIP,3,100,Pol,GaussianNB,centroid,-0.015520635313438603
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Pol,GaussianNB,centroid,-0.05353820541951167
Encoded,encoded,MLP,KIP,2,100,Pol,GaussianNB,centroid,-0.047662006051675546
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Pol,GaussianNB,centroid,-0.2209918898550073
Original,original,,KIP,4,100,Pol,GaussianNB,centroid,0.2060471760722601
Decoded,decoded,GNN,KIP,3,100,Pol,GaussianNB,centroid,0.03850575359107319
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,Pol,GaussianNB,centroid,0.007759192809979561
Encoded,encoded,GNN,KIP,2,100,Pol,GaussianNB,centroid,0.024890608654570663
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Pol,GaussianNB,centroid,-0.0469533526057075
Original,original,,KIP,4,100,Pol,GaussianNB,centroid,0.2060471760722601
Decoded,decoded,MLP,KMeans,4,100,Pol,GaussianNB,centroid,0.033626168434550685
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Pol,GaussianNB,centroid,-0.030618328252775683
Encoded,encoded,MLP,KMeans,2,100,Pol,GaussianNB,centroid,-0.11787044015252919
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Pol,GaussianNB,centroid,-0.24486563705695102
Original,original,,KMeans,1,100,Pol,GaussianNB,centroid,-0.21691094588362342
Decoded,decoded,GNN,KMeans,3,100,Pol,GaussianNB,centroid,0.02794569239941048
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Pol,GaussianNB,centroid,0.02959696741318988
Encoded,encoded,GNN,KMeans,2,100,Pol,GaussianNB,centroid,0.019315868212955823
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Pol,GaussianNB,centroid,-0.059245677776403036
Original,original,,KMeans,0,100,Pol,GaussianNB,centroid,-0.21691094588362342
Decoded,decoded,MLP,KMeans,3,100,Pol,GaussianNB,closest,-0.1316610611804142
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Pol,GaussianNB,closest,-0.1567383943937639
Encoded,encoded,MLP,KMeans,4,100,Pol,GaussianNB,closest,-0.10362763073531236
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Pol,GaussianNB,closest,-0.24290165464955402
Original,original,,KMeans,1,100,Pol,GaussianNB,closest,-0.18447711499308223
Decoded,decoded,GNN,KMeans,3,100,Pol,GaussianNB,closest,0.029869180324180716
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Pol,GaussianNB,closest,-0.005482503008965121
Encoded,encoded,GNN,KMeans,4,100,Pol,GaussianNB,closest,0.032647551771071044
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Pol,GaussianNB,closest,-0.045437059200684006
Original,original,,KMeans,0,100,Pol,GaussianNB,closest,-0.18447711499308223
Decoded,decoded,MLP,Agglo,3,100,Pol,KNeighborsClassifier,centroid,0.2351594166562199
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,Pol,KNeighborsClassifier,centroid,0.2460490577075759
Encoded,encoded,MLP,Agglo,2,100,Pol,KNeighborsClassifier,centroid,0.0997952446617358
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Pol,KNeighborsClassifier,centroid,0.024620784756174
Original,original,,Agglo,1,100,Pol,KNeighborsClassifier,centroid,0.064376749822406
Decoded,decoded,GNN,Agglo,3,100,Pol,KNeighborsClassifier,centroid,0.2380092766704274
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Pol,KNeighborsClassifier,centroid,0.2490994943796748
Encoded,encoded,GNN,Agglo,2,100,Pol,KNeighborsClassifier,centroid,0.1807195687601856
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Pol,KNeighborsClassifier,centroid,0.1437716769044336
Original,original,,Agglo,0,100,Pol,KNeighborsClassifier,centroid,0.064376749822406
Decoded,decoded,MLP,Agglo,3,100,Pol,KNeighborsClassifier,closest,0.2658142158706281
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Pol,KNeighborsClassifier,closest,0.2657557143454097
Encoded,encoded,MLP,Agglo,1,100,Pol,KNeighborsClassifier,closest,0.1241569512348
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Pol,KNeighborsClassifier,closest,0.0349003384731102
Original,original,,Agglo,4,100,Pol,KNeighborsClassifier,closest,0.2721658100371903
Decoded,decoded,GNN,Agglo,2,100,Pol,KNeighborsClassifier,closest,0.2272032092265263
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Pol,KNeighborsClassifier,closest,0.2826375830512725
Encoded,encoded,GNN,Agglo,1,100,Pol,KNeighborsClassifier,closest,0.185566837992562
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,Pol,KNeighborsClassifier,closest,0.143763319543688
Original,original,,Agglo,3,100,Pol,KNeighborsClassifier,closest,0.2721658100371903
Decoded,decoded,MLP,KIP,2,100,Pol,KNeighborsClassifier,centroid,0.26610839496886884
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,Pol,KNeighborsClassifier,centroid,0.29254105553466214
Encoded,encoded,MLP,KIP,1,100,Pol,KNeighborsClassifier,centroid,0.20076386277213656
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Pol,KNeighborsClassifier,centroid,0.07039572103129835
Original,original,,KIP,4,100,Pol,KNeighborsClassifier,centroid,0.41232042121098156
Decoded,decoded,GNN,KIP,2,100,Pol,KNeighborsClassifier,centroid,0.3011290794367139
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,Pol,KNeighborsClassifier,centroid,0.31030713300739626
Encoded,encoded,GNN,KIP,1,100,Pol,KNeighborsClassifier,centroid,0.27624754502528104
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Pol,KNeighborsClassifier,centroid,0.20685470728343985
Original,original,,KIP,4,100,Pol,KNeighborsClassifier,centroid,0.41232042121098156
Decoded,decoded,MLP,KMeans,3,100,Pol,KNeighborsClassifier,centroid,0.2418219046425139
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Pol,KNeighborsClassifier,centroid,0.2493151142869082
Encoded,encoded,MLP,KMeans,2,100,Pol,KNeighborsClassifier,centroid,0.09935230454222559
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Pol,KNeighborsClassifier,centroid,0.026828799465128915
Original,original,,KMeans,1,100,Pol,KNeighborsClassifier,centroid,0.07753123563578625
Decoded,decoded,GNN,KMeans,3,100,Pol,KNeighborsClassifier,centroid,0.23056453971835697
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Pol,KNeighborsClassifier,centroid,0.2609987046090845
Encoded,encoded,GNN,KMeans,2,100,Pol,KNeighborsClassifier,centroid,0.17427938656972128
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Pol,KNeighborsClassifier,centroid,0.14486147674564376
Original,original,,KMeans,0,100,Pol,KNeighborsClassifier,centroid,0.07753123563578625
Decoded,decoded,MLP,KMeans,3,100,Pol,KNeighborsClassifier,closest,0.24706029835777868
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,Pol,KNeighborsClassifier,closest,0.25551126154360454
Encoded,encoded,MLP,KMeans,1,100,Pol,KNeighborsClassifier,closest,0.12875182817266304
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Pol,KNeighborsClassifier,closest,0.03898040198905184
Original,original,,KMeans,2,100,Pol,KNeighborsClassifier,closest,0.24608583009485607
Decoded,decoded,GNN,KMeans,2,100,Pol,KNeighborsClassifier,closest,0.2348318081149973
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Pol,KNeighborsClassifier,closest,0.2631498892649701
Encoded,encoded,GNN,KMeans,1,100,Pol,KNeighborsClassifier,closest,0.1774869416238352
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,Pol,KNeighborsClassifier,closest,0.13852994024487067
Original,original,,KMeans,3,100,Pol,KNeighborsClassifier,closest,0.24608583009485607
Decoded,decoded,MLP,Agglo,3,100,Pol,LogisticRegression,centroid,0.1006475934531473
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Pol,LogisticRegression,centroid,0.0189612377059888
Encoded,encoded,MLP,Agglo,4,100,Pol,LogisticRegression,centroid,0.148983819494989
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Pol,LogisticRegression,centroid,-0.0077356624302484
Original,original,,Agglo,0,100,Pol,LogisticRegression,centroid,-0.0271914599779781
Decoded,decoded,GNN,Agglo,1,100,Pol,LogisticRegression,centroid,0.0684452158333798
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Pol,LogisticRegression,centroid,0.0789616109586995
Encoded,encoded,GNN,Agglo,4,100,Pol,LogisticRegression,centroid,0.1860291510367094
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Pol,LogisticRegression,centroid,0.1286322154414645
Original,original,,Agglo,0,100,Pol,LogisticRegression,centroid,-0.0271914599779781
Decoded,decoded,MLP,Agglo,2,100,Pol,LogisticRegression,closest,-0.0108896478360674
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Pol,LogisticRegression,closest,-0.0225724576824739
Encoded,encoded,MLP,Agglo,4,100,Pol,LogisticRegression,closest,0.1769031222589253
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Pol,LogisticRegression,closest,-0.0143515667282533
Original,original,,Agglo,3,100,Pol,LogisticRegression,closest,-0.0057107664744416
Decoded,decoded,GNN,Agglo,1,100,Pol,LogisticRegression,closest,0.03175447436687
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Pol,LogisticRegression,closest,0.0594871507754324
Encoded,encoded,GNN,Agglo,4,100,Pol,LogisticRegression,closest,0.1836776589589981
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Pol,LogisticRegression,closest,0.1282029748241046
Original,original,,Agglo,0,100,Pol,LogisticRegression,closest,-0.0057107664744416
Decoded,decoded,MLP,KIP,2,100,Pol,LogisticRegression,centroid,0.03316536961349676
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Pol,LogisticRegression,centroid,0.00434839408021198
Encoded,encoded,MLP,KIP,3,100,Pol,LogisticRegression,centroid,0.16954817759363972
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Pol,LogisticRegression,centroid,-0.01042681447474012
Original,original,,KIP,4,100,Pol,LogisticRegression,centroid,0.3884291659668178
Decoded,decoded,GNN,KIP,1,100,Pol,LogisticRegression,centroid,0.09573932030681367
Decoded-FT,decoded,GNN-MultiHead,KIP,0,100,Pol,LogisticRegression,centroid,0.06812048597502929
Encoded,encoded,GNN,KIP,3,100,Pol,LogisticRegression,centroid,0.17412985461806912
Encoded-FT,encoded,GNN-MultiHead,KIP,2,100,Pol,LogisticRegression,centroid,0.10713472556594432
Original,original,,KIP,4,100,Pol,LogisticRegression,centroid,0.3884291659668178
Decoded,decoded,MLP,KMeans,3,100,Pol,LogisticRegression,centroid,0.08698094544911623
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Pol,LogisticRegression,centroid,0.04880092566672256
Encoded,encoded,MLP,KMeans,4,100,Pol,LogisticRegression,centroid,0.13609540339286705
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Pol,LogisticRegression,centroid,-0.0060541589683294995
Original,original,,KMeans,0,100,Pol,LogisticRegression,centroid,-0.04031502528787108
Decoded,decoded,GNN,KMeans,1,100,Pol,LogisticRegression,centroid,0.04547897654106708
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Pol,LogisticRegression,centroid,0.08484220741653137
Encoded,encoded,GNN,KMeans,4,100,Pol,LogisticRegression,centroid,0.1708452307634884
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,Pol,LogisticRegression,centroid,0.1246757367075378
Original,original,,KMeans,0,100,Pol,LogisticRegression,centroid,-0.04031502528787108
Decoded,decoded,MLP,KMeans,2,100,Pol,LogisticRegression,closest,-0.02050463766493102
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,Pol,LogisticRegression,closest,-0.02198645092659986
Encoded,encoded,MLP,KMeans,4,100,Pol,LogisticRegression,closest,0.12737435380624446
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,Pol,LogisticRegression,closest,-0.014377694418005679
Original,original,,KMeans,0,100,Pol,LogisticRegression,closest,-0.02444432002687416
Decoded,decoded,GNN,KMeans,1,100,Pol,LogisticRegression,closest,0.02747139951103888
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,Pol,LogisticRegression,closest,0.05937144243510062
Encoded,encoded,GNN,KMeans,4,100,Pol,LogisticRegression,closest,0.1625216953138122
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,Pol,LogisticRegression,closest,0.12455629584009849
Original,original,,KMeans,0,100,Pol,LogisticRegression,closest,-0.02444432002687416
Decoded,decoded,MLP,Agglo,4,100,Pol,MLPClassifier,centroid,0.2534933367835425
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,Pol,MLPClassifier,centroid,0.1903625954198474
Encoded,encoded,MLP,Agglo,2,100,Pol,MLPClassifier,centroid,0.1397011256307413
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Pol,MLPClassifier,centroid,0.0799666839177126
Original,original,,Agglo,1,100,Pol,MLPClassifier,centroid,0.0904871264070385
Decoded,decoded,GNN,Agglo,2,100,Pol,MLPClassifier,centroid,0.1922790787941518
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,Pol,MLPClassifier,centroid,0.213287618061845
Encoded,encoded,GNN,Agglo,4,100,Pol,MLPClassifier,centroid,0.2203389830508475
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Pol,MLPClassifier,centroid,0.1763569025747186
Original,original,,Agglo,0,100,Pol,MLPClassifier,centroid,0.0904871264070385
Decoded,decoded,MLP,Agglo,3,100,Pol,MLPClassifier,closest,0.1423453875016173
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,Pol,MLPClassifier,closest,0.1325122913701643
Encoded,encoded,MLP,Agglo,4,100,Pol,MLPClassifier,closest,0.1447551429680425
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,Pol,MLPClassifier,closest,0.0891205201190322
Original,original,,Agglo,1,100,Pol,MLPClassifier,closest,0.1182559192651055
Decoded,decoded,GNN,Agglo,2,100,Pol,MLPClassifier,closest,0.1840794410661146
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,Pol,MLPClassifier,closest,0.2271234959244404
Encoded,encoded,GNN,Agglo,3,100,Pol,MLPClassifier,closest,0.2104250226419978
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,Pol,MLPClassifier,closest,0.1729282572130935
Original,original,,Agglo,0,100,Pol,MLPClassifier,closest,0.1182559192651055
Decoded,decoded,MLP,KIP,3,100,Pol,MLPClassifier,centroid,0.17105382326303536
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Pol,MLPClassifier,centroid,0.14905065338336138
Encoded,encoded,MLP,KIP,4,100,Pol,MLPClassifier,centroid,0.17614180359684303
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Pol,MLPClassifier,centroid,0.07832028722991333
Original,original,,KIP,2,100,Pol,MLPClassifier,centroid,0.16768178289558805
Decoded,decoded,GNN,KIP,4,100,Pol,MLPClassifier,centroid,0.23819058092896883
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,Pol,MLPClassifier,centroid,0.2173599430715487
Encoded,encoded,GNN,KIP,3,100,Pol,MLPClassifier,centroid,0.23370423081899339
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,Pol,MLPClassifier,centroid,0.17961249838271445
Original,original,,KIP,0,100,Pol,MLPClassifier,centroid,0.16768178289558805
Decoded,decoded,MLP,KMeans,4,100,Pol,MLPClassifier,centroid,0.23691777720274293
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,Pol,MLPClassifier,centroid,0.2171545478069608
Encoded,encoded,MLP,KMeans,2,100,Pol,MLPClassifier,centroid,0.1459503169879674
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Pol,MLPClassifier,centroid,0.07261612110234185
Original,original,,KMeans,1,100,Pol,MLPClassifier,centroid,0.08846713675766596
Decoded,decoded,GNN,KMeans,2,100,Pol,MLPClassifier,centroid,0.18060065985250356
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Pol,MLPClassifier,centroid,0.21476905162375473
Encoded,encoded,GNN,KMeans,3,100,Pol,MLPClassifier,centroid,0.20867511967913055
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Pol,MLPClassifier,centroid,0.17522803726225905
Original,original,,KMeans,0,100,Pol,MLPClassifier,centroid,0.08846713675766596
Decoded,decoded,MLP,KMeans,4,100,Pol,MLPClassifier,closest,0.13279046448440943
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,Pol,MLPClassifier,closest,0.12847392935696733
Encoded,encoded,MLP,KMeans,3,100,Pol,MLPClassifier,closest,0.13228425410790529
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,Pol,MLPClassifier,closest,0.06914219174537455
Original,original,,KMeans,1,100,Pol,MLPClassifier,closest,0.11319866735670855
Decoded,decoded,GNN,KMeans,2,100,Pol,MLPClassifier,closest,0.1737126407038427
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,Pol,MLPClassifier,closest,0.2118870487773321
Encoded,encoded,GNN,KMeans,3,100,Pol,MLPClassifier,closest,0.20531116573942296
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,Pol,MLPClassifier,closest,0.17332449217233795
Original,original,,KMeans,0,100,Pol,MLPClassifier,closest,0.11319866735670855
Decoded,decoded,MLP,Agglo,2,100,Pol,XGBClassifier,centroid,0.1376147530385311
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Pol,XGBClassifier,centroid,0.079971554176364
Encoded,encoded,MLP,Agglo,3,100,Pol,XGBClassifier,centroid,0.1665777734678044
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,Pol,XGBClassifier,centroid,0.0966753943625548
Original,original,,Agglo,4,100,Pol,XGBClassifier,centroid,0.3761636927851047
Decoded,decoded,GNN,Agglo,1,100,Pol,XGBClassifier,centroid,0.1586743599689681
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,Pol,XGBClassifier,centroid,0.1565570855960692
Encoded,encoded,GNN,Agglo,3,100,Pol,XGBClassifier,centroid,0.2403914533229894
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,Pol,XGBClassifier,centroid,0.1853342384277217
Original,original,,Agglo,4,100,Pol,XGBClassifier,centroid,0.3761636927851047
Decoded,decoded,MLP,Agglo,2,100,Pol,XGBClassifier,closest,0.0946631755883112
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,Pol,XGBClassifier,closest,0.0784442073959141
Encoded,encoded,MLP,Agglo,4,100,Pol,XGBClassifier,closest,0.1433766485647788
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,Pol,XGBClassifier,closest,0.0947197439875872
Original,original,,Agglo,1,100,Pol,XGBClassifier,closest,0.0889416860615463
Decoded,decoded,GNN,Agglo,1,100,Pol,XGBClassifier,closest,0.1488476208947504
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,Pol,XGBClassifier,closest,0.1547549780191362
Encoded,encoded,GNN,Agglo,4,100,Pol,XGBClassifier,closest,0.237676170157745
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,Pol,XGBClassifier,closest,0.1985389190587018
Original,original,,Agglo,0,100,Pol,XGBClassifier,closest,0.0889416860615463
Decoded,decoded,MLP,KIP,2,100,Pol,XGBClassifier,centroid,0.16171127489009565
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,Pol,XGBClassifier,centroid,0.11541892940263762
Encoded,encoded,MLP,KIP,3,100,Pol,XGBClassifier,centroid,0.23366304628911294
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,Pol,XGBClassifier,centroid,0.09914339281096451
Original,original,,KIP,4,100,Pol,XGBClassifier,centroid,0.3770736358934573
Decoded,decoded,GNN,KIP,2,100,Pol,XGBClassifier,centroid,0.2372268554434962
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,Pol,XGBClassifier,centroid,0.2150294155676234
Encoded,encoded,GNN,KIP,3,100,Pol,XGBClassifier,centroid,0.2673438712179984
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,Pol,XGBClassifier,centroid,0.20235486164985766
Original,original,,KIP,4,100,Pol,XGBClassifier,centroid,0.3770736358934573
Decoded,decoded,MLP,KMeans,2,100,Pol,XGBClassifier,centroid,0.12283100594776308
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,Pol,XGBClassifier,centroid,0.0938001034393586
Encoded,encoded,MLP,KMeans,3,100,Pol,XGBClassifier,centroid,0.1586953710886992
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,Pol,XGBClassifier,centroid,0.09481995086630457
Original,original,,KMeans,4,100,Pol,XGBClassifier,centroid,0.49217416602017067
Decoded,decoded,GNN,KMeans,0,100,Pol,XGBClassifier,centroid,0.14585111197310568
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,Pol,XGBClassifier,centroid,0.17158326868373405
Encoded,encoded,GNN,KMeans,3,100,Pol,XGBClassifier,centroid,0.21502456684768548
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,Pol,XGBClassifier,centroid,0.1810592836824411
Original,original,,KMeans,4,100,Pol,XGBClassifier,centroid,0.49217416602017067
Decoded,decoded,MLP,KMeans,1,100,Pol,XGBClassifier,closest,0.08292280837858797
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,Pol,XGBClassifier,closest,0.07324314714248764
Encoded,encoded,MLP,KMeans,4,100,Pol,XGBClassifier,closest,0.14660589604344446
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,Pol,XGBClassifier,closest,0.09102017067494175
Original,original,,KMeans,3,100,Pol,XGBClassifier,closest,0.09900601241272292
Decoded,decoded,GNN,KMeans,1,100,Pol,XGBClassifier,closest,0.13763899663822082
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,Pol,XGBClassifier,closest,0.1835402120506852
Encoded,encoded,GNN,KMeans,4,100,Pol,XGBClassifier,closest,0.22093515645202993
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,Pol,XGBClassifier,closest,0.1828888673390224
Original,original,,KMeans,0,100,Pol,XGBClassifier,closest,0.09900601241272292
Decoded,decoded,MLP,Agglo,3,100,RoadSafety,GaussianNB,centroid,0.0275532741284092
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,GaussianNB,centroid,0.1190055718887012
Encoded,encoded,MLP,Agglo,1,100,RoadSafety,GaussianNB,centroid,-0.1033399909403949
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,GaussianNB,centroid,-0.2007104609976028
Original,original,,Agglo,2,100,RoadSafety,GaussianNB,centroid,-0.0018829924146163
Decoded,decoded,GNN,Agglo,3,100,RoadSafety,GaussianNB,centroid,0.1047423529467105
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,RoadSafety,GaussianNB,centroid,0.1213271225381661
Encoded,encoded,GNN,Agglo,0,100,RoadSafety,GaussianNB,centroid,-0.1196566638442652
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,RoadSafety,GaussianNB,centroid,-0.0990556014812937
Original,original,,Agglo,2,100,RoadSafety,GaussianNB,centroid,-0.0018829924146163
Decoded,decoded,MLP,Agglo,3,100,RoadSafety,GaussianNB,closest,0.0706592124581005
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,GaussianNB,closest,0.1289067636462897
Encoded,encoded,MLP,Agglo,1,100,RoadSafety,GaussianNB,closest,-0.1086435441789935
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,GaussianNB,closest,-0.201018230168838
Original,original,,Agglo,2,100,RoadSafety,GaussianNB,closest,0.0205516956100694
Decoded,decoded,GNN,Agglo,4,100,RoadSafety,GaussianNB,closest,0.1274559183549598
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,RoadSafety,GaussianNB,closest,0.1022141663216168
Encoded,encoded,GNN,Agglo,0,100,RoadSafety,GaussianNB,closest,-0.1031418195422284
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,RoadSafety,GaussianNB,closest,-0.100159697565542
Original,original,,Agglo,2,100,RoadSafety,GaussianNB,closest,0.0205516956100694
Decoded,decoded,MLP,KIP,4,100,RoadSafety,GaussianNB,centroid,0.1546793628802084
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,RoadSafety,GaussianNB,centroid,0.08429912331571322
Encoded,encoded,MLP,KIP,1,100,RoadSafety,GaussianNB,centroid,-0.00581210600764608
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,RoadSafety,GaussianNB,centroid,-0.19407645765097864
Original,original,,KIP,3,100,RoadSafety,GaussianNB,centroid,0.11641419343214217
Decoded,decoded,GNN,KIP,4,100,RoadSafety,GaussianNB,centroid,0.16042194712836286
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,RoadSafety,GaussianNB,centroid,0.07743948943387927
Encoded,encoded,GNN,KIP,1,100,RoadSafety,GaussianNB,centroid,-0.03133067718314994
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,RoadSafety,GaussianNB,centroid,-0.10509703665052195
Original,original,,KIP,3,100,RoadSafety,GaussianNB,centroid,0.11641419343214217
Decoded,decoded,MLP,KMeans,4,100,RoadSafety,GaussianNB,centroid,0.08114522175318564
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,RoadSafety,GaussianNB,centroid,0.0735272476897494
Encoded,encoded,MLP,KMeans,1,100,RoadSafety,GaussianNB,centroid,-0.10858266369054186
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,GaussianNB,centroid,-0.19941146950962488
Original,original,,KMeans,2,100,RoadSafety,GaussianNB,centroid,0.020534912107958398
Decoded,decoded,GNN,KMeans,3,100,RoadSafety,GaussianNB,centroid,0.02171842240428724
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,RoadSafety,GaussianNB,centroid,0.13644197825842835
Encoded,encoded,GNN,KMeans,1,100,RoadSafety,GaussianNB,centroid,-0.10268365070802894
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,GaussianNB,centroid,-0.11108208746652035
Original,original,,KMeans,2,100,RoadSafety,GaussianNB,centroid,0.020534912107958398
Decoded,decoded,MLP,KMeans,2,100,RoadSafety,GaussianNB,closest,0.06742951890183127
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,GaussianNB,closest,0.08296094883304998
Encoded,encoded,MLP,KMeans,1,100,RoadSafety,GaussianNB,closest,-0.10358348662894026
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,GaussianNB,closest,-0.20065775616873688
Original,original,,KMeans,3,100,RoadSafety,GaussianNB,closest,0.0760732779784191
Decoded,decoded,GNN,KMeans,3,100,RoadSafety,GaussianNB,closest,0.10145564228318378
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,RoadSafety,GaussianNB,closest,0.10341581397490036
Encoded,encoded,GNN,KMeans,1,100,RoadSafety,GaussianNB,closest,-0.0844486610005492
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,GaussianNB,closest,-0.09947674346000353
Original,original,,KMeans,2,100,RoadSafety,GaussianNB,closest,0.0760732779784191
Decoded,decoded,MLP,Agglo,1,100,RoadSafety,KNeighborsClassifier,centroid,0.0958235483266296
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,KNeighborsClassifier,centroid,0.1383367565688512
Encoded,encoded,MLP,Agglo,3,100,RoadSafety,KNeighborsClassifier,centroid,0.1069512372617267
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,KNeighborsClassifier,centroid,-0.0331297057395024
Original,original,,Agglo,2,100,RoadSafety,KNeighborsClassifier,centroid,0.101638252641329
Decoded,decoded,GNN,Agglo,4,100,RoadSafety,KNeighborsClassifier,centroid,0.1567003769192852
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,RoadSafety,KNeighborsClassifier,centroid,0.1189043382532782
Encoded,encoded,GNN,Agglo,3,100,RoadSafety,KNeighborsClassifier,centroid,0.1341882700057297
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,RoadSafety,KNeighborsClassifier,centroid,-0.0282331715459269
Original,original,,Agglo,1,100,RoadSafety,KNeighborsClassifier,centroid,0.101638252641329
Decoded,decoded,MLP,Agglo,3,100,RoadSafety,KNeighborsClassifier,closest,0.1321905144854189
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,KNeighborsClassifier,closest,0.1565208042797803
Encoded,encoded,MLP,Agglo,2,100,RoadSafety,KNeighborsClassifier,closest,0.1005565275858015
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,KNeighborsClassifier,closest,-0.0161892639355347
Original,original,,Agglo,1,100,RoadSafety,KNeighborsClassifier,closest,0.0902622942300668
Decoded,decoded,GNN,Agglo,3,100,RoadSafety,KNeighborsClassifier,closest,0.1471431957378124
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,RoadSafety,KNeighborsClassifier,closest,0.1805257672522843
Encoded,encoded,GNN,Agglo,2,100,RoadSafety,KNeighborsClassifier,closest,0.1390904307030145
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,RoadSafety,KNeighborsClassifier,closest,-0.0120397174500594
Original,original,,Agglo,1,100,RoadSafety,KNeighborsClassifier,closest,0.0902622942300668
Decoded,decoded,MLP,KIP,3,100,RoadSafety,KNeighborsClassifier,centroid,0.24602123424669342
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,RoadSafety,KNeighborsClassifier,centroid,0.2329799179087165
Encoded,encoded,MLP,KIP,1,100,RoadSafety,KNeighborsClassifier,centroid,0.2082870930649765
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,RoadSafety,KNeighborsClassifier,centroid,0.0498884748708902
Original,original,,KIP,4,100,RoadSafety,KNeighborsClassifier,centroid,0.26014253617883976
Decoded,decoded,GNN,KIP,3,100,RoadSafety,KNeighborsClassifier,centroid,0.23265482882645264
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,RoadSafety,KNeighborsClassifier,centroid,0.22150657541653138
Encoded,encoded,GNN,KIP,1,100,RoadSafety,KNeighborsClassifier,centroid,0.18110664234418916
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,RoadSafety,KNeighborsClassifier,centroid,0.027437498731436284
Original,original,,KIP,4,100,RoadSafety,KNeighborsClassifier,centroid,0.26014253617883976
Decoded,decoded,MLP,KMeans,2,100,RoadSafety,KNeighborsClassifier,centroid,0.10216549764330211
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,KNeighborsClassifier,centroid,0.13125525286869705
Encoded,encoded,MLP,KMeans,1,100,RoadSafety,KNeighborsClassifier,centroid,0.09486231960282501
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,KNeighborsClassifier,centroid,-0.028315019344424958
Original,original,,KMeans,3,100,RoadSafety,KNeighborsClassifier,centroid,0.12487233705776504
Decoded,decoded,GNN,KMeans,4,100,RoadSafety,KNeighborsClassifier,centroid,0.1764975907915371
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,RoadSafety,KNeighborsClassifier,centroid,0.1202691358802725
Encoded,encoded,GNN,KMeans,3,100,RoadSafety,KNeighborsClassifier,centroid,0.1340056285443072
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,KNeighborsClassifier,centroid,-0.0188497522520651
Original,original,,KMeans,2,100,RoadSafety,KNeighborsClassifier,centroid,0.12487233705776504
Decoded,decoded,MLP,KMeans,3,100,RoadSafety,KNeighborsClassifier,closest,0.11563471156952096
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,KNeighborsClassifier,closest,0.15578932313665567
Encoded,encoded,MLP,KMeans,1,100,RoadSafety,KNeighborsClassifier,closest,0.09388250954863733
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,KNeighborsClassifier,closest,-0.01230591843505224
Original,original,,KMeans,2,100,RoadSafety,KNeighborsClassifier,closest,0.10658774332932155
Decoded,decoded,GNN,KMeans,2,100,RoadSafety,KNeighborsClassifier,closest,0.14568128743042724
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,RoadSafety,KNeighborsClassifier,closest,0.17263589148102848
Encoded,encoded,GNN,KMeans,3,100,RoadSafety,KNeighborsClassifier,closest,0.148407988204867
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,KNeighborsClassifier,closest,-0.00998062907699254
Original,original,,KMeans,1,100,RoadSafety,KNeighborsClassifier,closest,0.10658774332932155
Decoded,decoded,MLP,Agglo,2,100,RoadSafety,LogisticRegression,centroid,0.0187865632762486
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,LogisticRegression,centroid,0.108776706024334
Encoded,encoded,MLP,Agglo,1,100,RoadSafety,LogisticRegression,centroid,0.0186916837292406
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,RoadSafety,LogisticRegression,centroid,0.0263926301697568
Original,original,,Agglo,0,100,RoadSafety,LogisticRegression,centroid,-0.0048453611536272
Decoded,decoded,GNN,Agglo,4,100,RoadSafety,LogisticRegression,centroid,0.1691288528568237
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,RoadSafety,LogisticRegression,centroid,0.1130995585953625
Encoded,encoded,GNN,Agglo,2,100,RoadSafety,LogisticRegression,centroid,0.0622232458338457
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,RoadSafety,LogisticRegression,centroid,0.0221492740635772
Original,original,,Agglo,0,100,RoadSafety,LogisticRegression,centroid,-0.0048453611536272
Decoded,decoded,MLP,Agglo,3,100,RoadSafety,LogisticRegression,closest,0.052796007848593
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,LogisticRegression,closest,0.0925881181919988
Encoded,encoded,MLP,Agglo,2,100,RoadSafety,LogisticRegression,closest,0.0269982590170956
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,RoadSafety,LogisticRegression,closest,0.0151378613755719
Original,original,,Agglo,0,100,RoadSafety,LogisticRegression,closest,0.0066626709885072
Decoded,decoded,GNN,Agglo,3,100,RoadSafety,LogisticRegression,closest,0.0881075528940827
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,RoadSafety,LogisticRegression,closest,0.1025420254189843
Encoded,encoded,GNN,Agglo,2,100,RoadSafety,LogisticRegression,closest,0.0624868230737931
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,RoadSafety,LogisticRegression,closest,0.0259540574649796
Original,original,,Agglo,0,100,RoadSafety,LogisticRegression,closest,0.0066626709885072
Decoded,decoded,MLP,KIP,4,100,RoadSafety,LogisticRegression,centroid,0.15160342356378248
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,RoadSafety,LogisticRegression,centroid,0.09832838860159857
Encoded,encoded,MLP,KIP,1,100,RoadSafety,LogisticRegression,centroid,0.07963440670182864
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,RoadSafety,LogisticRegression,centroid,-0.010091673568147079
Original,original,,KIP,3,100,RoadSafety,LogisticRegression,centroid,0.10216137776169816
Decoded,decoded,GNN,KIP,4,100,RoadSafety,LogisticRegression,centroid,0.18333463779805187
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,RoadSafety,LogisticRegression,centroid,0.09768754178791032
Encoded,encoded,GNN,KIP,1,100,RoadSafety,LogisticRegression,centroid,0.08041462423987822
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,RoadSafety,LogisticRegression,centroid,-0.02146551980730306
Original,original,,KIP,3,100,RoadSafety,LogisticRegression,centroid,0.10216137776169816
Decoded,decoded,MLP,KMeans,2,100,RoadSafety,LogisticRegression,centroid,0.02018752018448788
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,LogisticRegression,centroid,0.10726756165438656
Encoded,encoded,MLP,KMeans,3,100,RoadSafety,LogisticRegression,centroid,0.025372735952295743
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,RoadSafety,LogisticRegression,centroid,0.015211200477870659
Original,original,,KMeans,0,100,RoadSafety,LogisticRegression,centroid,0.006210488901916661
Decoded,decoded,GNN,KMeans,4,100,RoadSafety,LogisticRegression,centroid,0.19127756941272536
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,RoadSafety,LogisticRegression,centroid,0.14362003134576573
Encoded,encoded,GNN,KMeans,2,100,RoadSafety,LogisticRegression,centroid,0.03413123522133612
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,RoadSafety,LogisticRegression,centroid,0.009946775258424644
Original,original,,KMeans,0,100,RoadSafety,LogisticRegression,centroid,0.006210488901916661
Decoded,decoded,MLP,KMeans,2,100,RoadSafety,LogisticRegression,closest,0.02433656251070806
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,LogisticRegression,closest,0.06537308986642754
Encoded,encoded,MLP,KMeans,3,100,RoadSafety,LogisticRegression,closest,0.039235298520014214
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,LogisticRegression,closest,-0.0008013161063048998
Original,original,,KMeans,1,100,RoadSafety,LogisticRegression,closest,0.018900577725588057
Decoded,decoded,GNN,KMeans,3,100,RoadSafety,LogisticRegression,closest,0.09000470402263355
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,RoadSafety,LogisticRegression,closest,0.10628603222437723
Encoded,encoded,GNN,KMeans,2,100,RoadSafety,LogisticRegression,closest,0.049089614227711395
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,LogisticRegression,closest,0.0175956814546919
Original,original,,KMeans,1,100,RoadSafety,LogisticRegression,closest,0.018900577725588057
Decoded,decoded,MLP,Agglo,3,100,RoadSafety,MLPClassifier,centroid,0.1413398033755655
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,MLPClassifier,centroid,0.2254472502409672
Encoded,encoded,MLP,Agglo,2,100,RoadSafety,MLPClassifier,centroid,0.1224689442234083
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,MLPClassifier,centroid,0.0766199872085482
Original,original,,Agglo,1,100,RoadSafety,MLPClassifier,centroid,0.1142716938487011
Decoded,decoded,GNN,Agglo,4,100,RoadSafety,MLPClassifier,centroid,0.2480473814611684
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,RoadSafety,MLPClassifier,centroid,0.2330253303097875
Encoded,encoded,GNN,Agglo,2,100,RoadSafety,MLPClassifier,centroid,0.1615895869887792
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,RoadSafety,MLPClassifier,centroid,0.0899927376386792
Original,original,,Agglo,1,100,RoadSafety,MLPClassifier,centroid,0.1142716938487011
Decoded,decoded,MLP,Agglo,3,100,RoadSafety,MLPClassifier,closest,0.1783718324199933
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,MLPClassifier,closest,0.2002389667181155
Encoded,encoded,MLP,Agglo,2,100,RoadSafety,MLPClassifier,closest,0.129039629685059
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,MLPClassifier,closest,0.0841168178922267
Original,original,,Agglo,1,100,RoadSafety,MLPClassifier,closest,0.1025992590506179
Decoded,decoded,GNN,Agglo,3,100,RoadSafety,MLPClassifier,closest,0.1903577077737887
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,RoadSafety,MLPClassifier,closest,0.2143130499609838
Encoded,encoded,GNN,Agglo,2,100,RoadSafety,MLPClassifier,closest,0.1657686775678885
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,RoadSafety,MLPClassifier,closest,0.0930053106236212
Original,original,,Agglo,1,100,RoadSafety,MLPClassifier,closest,0.1025992590506179
Decoded,decoded,MLP,KIP,4,100,RoadSafety,MLPClassifier,centroid,0.24929613166041803
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,RoadSafety,MLPClassifier,centroid,0.20972556892601432
Encoded,encoded,MLP,KIP,2,100,RoadSafety,MLPClassifier,centroid,0.19211395441633702
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,RoadSafety,MLPClassifier,centroid,0.08240449886026717
Original,original,,KIP,1,100,RoadSafety,MLPClassifier,centroid,0.15619425149854796
Decoded,decoded,GNN,KIP,4,100,RoadSafety,MLPClassifier,centroid,0.27204402073055595
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,RoadSafety,MLPClassifier,centroid,0.20507107213641196
Encoded,encoded,GNN,KIP,2,100,RoadSafety,MLPClassifier,centroid,0.1865308903263166
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,RoadSafety,MLPClassifier,centroid,0.07389804149413186
Original,original,,KIP,1,100,RoadSafety,MLPClassifier,centroid,0.15619425149854796
Decoded,decoded,MLP,KMeans,3,100,RoadSafety,MLPClassifier,centroid,0.16717791213559216
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,MLPClassifier,centroid,0.20979554725330124
Encoded,encoded,MLP,KMeans,1,100,RoadSafety,MLPClassifier,centroid,0.12551721196604118
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,MLPClassifier,centroid,0.07103700797428249
Original,original,,KMeans,2,100,RoadSafety,MLPClassifier,centroid,0.1537802842118064
Decoded,decoded,GNN,KMeans,4,100,RoadSafety,MLPClassifier,centroid,0.24862936281020556
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,RoadSafety,MLPClassifier,centroid,0.2399834320983604
Encoded,encoded,GNN,KMeans,1,100,RoadSafety,MLPClassifier,centroid,0.14017265489730862
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,MLPClassifier,centroid,0.0714072945068939
Original,original,,KMeans,2,100,RoadSafety,MLPClassifier,centroid,0.1537802842118064
Decoded,decoded,MLP,KMeans,3,100,RoadSafety,MLPClassifier,closest,0.14677598399886088
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,RoadSafety,MLPClassifier,closest,0.1861135807927596
Encoded,encoded,MLP,KMeans,1,100,RoadSafety,MLPClassifier,closest,0.1315916296143704
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,MLPClassifier,closest,0.07216500290049863
Original,original,,KMeans,2,100,RoadSafety,MLPClassifier,closest,0.14219714164865974
Decoded,decoded,GNN,KMeans,3,100,RoadSafety,MLPClassifier,closest,0.19356838389687897
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,RoadSafety,MLPClassifier,closest,0.21134548926453864
Encoded,encoded,GNN,KMeans,2,100,RoadSafety,MLPClassifier,closest,0.14487783270876106
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,MLPClassifier,closest,0.0899142774253014
Original,original,,KMeans,1,100,RoadSafety,MLPClassifier,closest,0.14219714164865974
Decoded,decoded,MLP,Agglo,2,100,RoadSafety,XGBClassifier,centroid,0.1358888338121905
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,RoadSafety,XGBClassifier,centroid,0.1370994455907674
Encoded,encoded,MLP,Agglo,4,100,RoadSafety,XGBClassifier,centroid,0.1592473462553279
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,RoadSafety,XGBClassifier,centroid,0.1071052343045136
Original,original,,Agglo,1,100,RoadSafety,XGBClassifier,centroid,0.1131929005266215
Decoded,decoded,GNN,Agglo,4,100,RoadSafety,XGBClassifier,centroid,0.3179725132263836
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,RoadSafety,XGBClassifier,centroid,0.1733282249004555
Encoded,encoded,GNN,Agglo,3,100,RoadSafety,XGBClassifier,centroid,0.2100970002301646
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,RoadSafety,XGBClassifier,centroid,0.1415848405986051
Original,original,,Agglo,0,100,RoadSafety,XGBClassifier,centroid,0.1131929005266215
Decoded,decoded,MLP,Agglo,2,100,RoadSafety,XGBClassifier,closest,0.1431903718577956
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,RoadSafety,XGBClassifier,closest,0.178727313333778
Encoded,encoded,MLP,Agglo,3,100,RoadSafety,XGBClassifier,closest,0.1707399036090986
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,RoadSafety,XGBClassifier,closest,0.1418885787114054
Original,original,,Agglo,0,100,RoadSafety,XGBClassifier,closest,0.1210342075696208
Decoded,decoded,GNN,Agglo,2,100,RoadSafety,XGBClassifier,closest,0.1394601176729105
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,RoadSafety,XGBClassifier,closest,0.2158037678890877
Encoded,encoded,GNN,Agglo,3,100,RoadSafety,XGBClassifier,closest,0.1957093595308485
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,RoadSafety,XGBClassifier,closest,0.1179090140895871
Original,original,,Agglo,1,100,RoadSafety,XGBClassifier,closest,0.1210342075696208
Decoded,decoded,MLP,KIP,3,100,RoadSafety,XGBClassifier,centroid,0.2619050874335874
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,RoadSafety,XGBClassifier,centroid,0.19510025963942149
Encoded,encoded,MLP,KIP,4,100,RoadSafety,XGBClassifier,centroid,0.2717684359762865
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,RoadSafety,XGBClassifier,centroid,0.12546469216067793
Original,original,,KIP,1,100,RoadSafety,XGBClassifier,centroid,0.17093530652440686
Decoded,decoded,GNN,KIP,4,100,RoadSafety,XGBClassifier,centroid,0.2644937574316991
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,RoadSafety,XGBClassifier,centroid,0.2072489577890654
Encoded,encoded,GNN,KIP,3,100,RoadSafety,XGBClassifier,centroid,0.26013698617946174
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,RoadSafety,XGBClassifier,centroid,0.10675332199031418
Original,original,,KIP,1,100,RoadSafety,XGBClassifier,centroid,0.17093530652440686
Decoded,decoded,MLP,KMeans,1,100,RoadSafety,XGBClassifier,centroid,0.12792041044383262
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,RoadSafety,XGBClassifier,centroid,0.13819314071656072
Encoded,encoded,MLP,KMeans,3,100,RoadSafety,XGBClassifier,centroid,0.16850312776337603
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,XGBClassifier,centroid,0.11829494710654294
Original,original,,KMeans,4,100,RoadSafety,XGBClassifier,centroid,0.3619183455549905
Decoded,decoded,GNN,KMeans,3,100,RoadSafety,XGBClassifier,centroid,0.3115941054828125
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,RoadSafety,XGBClassifier,centroid,0.14851529290704485
Encoded,encoded,GNN,KMeans,2,100,RoadSafety,XGBClassifier,centroid,0.20607736665957685
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,XGBClassifier,centroid,0.1141657487839168
Original,original,,KMeans,4,100,RoadSafety,XGBClassifier,centroid,0.3619183455549905
Decoded,decoded,MLP,KMeans,2,100,RoadSafety,XGBClassifier,closest,0.13250555737768957
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,RoadSafety,XGBClassifier,closest,0.16495712151001057
Encoded,encoded,MLP,KMeans,4,100,RoadSafety,XGBClassifier,closest,0.1744559588908153
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,RoadSafety,XGBClassifier,closest,0.11351259742199274
Original,original,,KMeans,1,100,RoadSafety,XGBClassifier,closest,0.12921355130387174
Decoded,decoded,GNN,KMeans,2,100,RoadSafety,XGBClassifier,closest,0.1656120672587767
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,RoadSafety,XGBClassifier,closest,0.20607598454582515
Encoded,encoded,GNN,KMeans,4,100,RoadSafety,XGBClassifier,closest,0.20866669774757765
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,RoadSafety,XGBClassifier,closest,0.11804814808471624
Original,original,,KMeans,1,100,RoadSafety,XGBClassifier,closest,0.12921355130387174
Decoded,decoded,MLP,Agglo,3,100,TencentCTRSmall,GaussianNB,centroid,0.0218979145938238
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,TencentCTRSmall,GaussianNB,centroid,0.0430752576927142
Encoded,encoded,MLP,Agglo,1,100,TencentCTRSmall,GaussianNB,centroid,-0.0879524272090424
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TencentCTRSmall,GaussianNB,centroid,-0.0967789932443281
Original,original,,Agglo,2,100,TencentCTRSmall,GaussianNB,centroid,0.0114854729192459
Decoded,decoded,GNN,Agglo,2,100,TencentCTRSmall,GaussianNB,centroid,-0.0684703304831886
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,TencentCTRSmall,GaussianNB,centroid,0.0490836916062212
Encoded,encoded,GNN,Agglo,1,100,TencentCTRSmall,GaussianNB,centroid,-0.0915033046000054
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,GaussianNB,centroid,-0.1351319859348463
Original,original,,Agglo,3,100,TencentCTRSmall,GaussianNB,centroid,0.0114854729192459
Decoded,decoded,MLP,Agglo,4,100,TencentCTRSmall,GaussianNB,closest,0.0535336891811282
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,TencentCTRSmall,GaussianNB,closest,0.0145511384507886
Encoded,encoded,MLP,Agglo,0,100,TencentCTRSmall,GaussianNB,closest,-0.0677557492581242
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,TencentCTRSmall,GaussianNB,closest,-0.0538652796035754
Original,original,,Agglo,2,100,TencentCTRSmall,GaussianNB,closest,-0.049572574921368
Decoded,decoded,GNN,Agglo,3,100,TencentCTRSmall,GaussianNB,closest,-0.0316311369590181
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,TencentCTRSmall,GaussianNB,closest,0.0351122566911797
Encoded,encoded,GNN,Agglo,1,100,TencentCTRSmall,GaussianNB,closest,-0.0878272112453209
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,GaussianNB,closest,-0.1367570881800575
Original,original,,Agglo,2,100,TencentCTRSmall,GaussianNB,closest,-0.049572574921368
Decoded,decoded,MLP,KIP,2,100,TencentCTRSmall,GaussianNB,centroid,-0.00615038398596032
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,TencentCTRSmall,GaussianNB,centroid,-0.000316827305736981
Encoded,encoded,MLP,KIP,1,100,TencentCTRSmall,GaussianNB,centroid,-0.08634436824778222
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TencentCTRSmall,GaussianNB,centroid,-0.12668044944028653
Original,original,,KIP,4,100,TencentCTRSmall,GaussianNB,centroid,0.0100160790437365
Decoded,decoded,GNN,KIP,4,100,TencentCTRSmall,GaussianNB,centroid,0.03341152245800483
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,TencentCTRSmall,GaussianNB,centroid,0.013831069365586021
Encoded,encoded,GNN,KIP,1,100,TencentCTRSmall,GaussianNB,centroid,-0.07305930231906524
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TencentCTRSmall,GaussianNB,centroid,-0.09470670769164172
Original,original,,KIP,2,100,TencentCTRSmall,GaussianNB,centroid,0.0100160790437365
Decoded,decoded,MLP,KMeans,3,100,TencentCTRSmall,GaussianNB,centroid,0.025461390874963984
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,TencentCTRSmall,GaussianNB,centroid,0.026178986558414018
Encoded,encoded,MLP,KMeans,1,100,TencentCTRSmall,GaussianNB,centroid,-0.11653366657269022
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TencentCTRSmall,GaussianNB,centroid,-0.11866539106124194
Original,original,,KMeans,2,100,TencentCTRSmall,GaussianNB,centroid,0.00229207048653942
Decoded,decoded,GNN,KMeans,4,100,TencentCTRSmall,GaussianNB,centroid,0.026761395377328016
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,TencentCTRSmall,GaussianNB,centroid,0.023205880358079044
Encoded,encoded,GNN,KMeans,1,100,TencentCTRSmall,GaussianNB,centroid,-0.08903017337580107
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TencentCTRSmall,GaussianNB,centroid,-0.1346804355274016
Original,original,,KMeans,2,100,TencentCTRSmall,GaussianNB,centroid,0.00229207048653942
Decoded,decoded,MLP,KMeans,2,100,TencentCTRSmall,GaussianNB,closest,0.00466703857869062
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,TencentCTRSmall,GaussianNB,closest,0.034569499594110896
Encoded,encoded,MLP,KMeans,0,100,TencentCTRSmall,GaussianNB,closest,-0.11624192110659981
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,TencentCTRSmall,GaussianNB,closest,-0.09202948217595189
Original,original,,KMeans,3,100,TencentCTRSmall,GaussianNB,closest,0.0292836854613638
Decoded,decoded,GNN,KMeans,3,100,TencentCTRSmall,GaussianNB,closest,0.02326872022135402
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,TencentCTRSmall,GaussianNB,closest,-0.0012559083867449798
Encoded,encoded,GNN,KMeans,1,100,TencentCTRSmall,GaussianNB,closest,-0.10523180508666659
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TencentCTRSmall,GaussianNB,closest,-0.14028964693929089
Original,original,,KMeans,4,100,TencentCTRSmall,GaussianNB,closest,0.0292836854613638
Decoded,decoded,MLP,Agglo,3,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0463570171826452
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0624153034103244
Encoded,encoded,MLP,Agglo,4,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0186010556657806
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0787341369370719
Original,original,,Agglo,2,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0579371467075955
Decoded,decoded,GNN,Agglo,4,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0089634260472428
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0820770785759742
Encoded,encoded,GNN,Agglo,3,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0393883128064988
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0698624265338972
Original,original,,Agglo,2,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.0579371467075955
Decoded,decoded,MLP,Agglo,2,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0460927263879009
Decoded-FT,decoded,MLP-MultiHead,Agglo,0,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0583779433234755
Encoded,encoded,MLP,Agglo,4,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0137350728109909
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0368517201362633
Original,original,,Agglo,1,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0488801332684459
Decoded,decoded,GNN,Agglo,3,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0460811215513046
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0876500205892263
Encoded,encoded,GNN,Agglo,4,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0010592221015984
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0951589113914572
Original,original,,Agglo,2,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.0488801332684459
Decoded,decoded,MLP,KIP,1,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.012160146745030501
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.0028920750196533606
Encoded,encoded,MLP,KIP,3,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.005160895444165739
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.02373518511586126
Original,original,,KIP,4,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.0570955714446149
Decoded,decoded,GNN,KIP,1,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.005500355632089181
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.00842383858046642
Encoded,encoded,GNN,KIP,3,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.012037472391719279
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.018386590798487663
Original,original,,KIP,4,100,TencentCTRSmall,KNeighborsClassifier,centroid,0.0570955714446149
Decoded,decoded,MLP,KMeans,3,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05867420357129486
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.062108336764871
Encoded,encoded,MLP,KMeans,4,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.051057088309062935
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.08611365252873131
Original,original,,KMeans,1,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07246512933777557
Decoded,decoded,GNN,KMeans,3,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.04812289896305162
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.060825627971399635
Encoded,encoded,GNN,KMeans,4,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.028933515516789538
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.05429947965410096
Original,original,,KMeans,0,100,TencentCTRSmall,KNeighborsClassifier,centroid,-0.07246512933777557
Decoded,decoded,MLP,KMeans,2,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.05031509003107097
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.06065151798749667
Encoded,encoded,MLP,KMeans,4,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.035866282334443875
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.054893647287837286
Original,original,,KMeans,3,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.038957997978512335
Decoded,decoded,GNN,KMeans,1,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.05148058997491854
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.05070733350802977
Encoded,encoded,GNN,KMeans,4,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.03274836222064166
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.06349410399430985
Original,original,,KMeans,3,100,TencentCTRSmall,KNeighborsClassifier,closest,-0.038957997978512335
Decoded,decoded,MLP,Agglo,2,100,TencentCTRSmall,LogisticRegression,centroid,0.0797362360508216
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,TencentCTRSmall,LogisticRegression,centroid,0.0800286864642648
Encoded,encoded,MLP,Agglo,4,100,TencentCTRSmall,LogisticRegression,centroid,0.0891932028231897
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,TencentCTRSmall,LogisticRegression,centroid,0.0783039994760932
Original,original,,Agglo,0,100,TencentCTRSmall,LogisticRegression,centroid,0.0580339114071069
Decoded,decoded,GNN,Agglo,4,100,TencentCTRSmall,LogisticRegression,centroid,0.1244097220661701
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,TencentCTRSmall,LogisticRegression,centroid,0.0986373287431566
Encoded,encoded,GNN,Agglo,2,100,TencentCTRSmall,LogisticRegression,centroid,0.0947166954836796
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TencentCTRSmall,LogisticRegression,centroid,0.0796937007272415
Original,original,,Agglo,0,100,TencentCTRSmall,LogisticRegression,centroid,0.0580339114071069
Decoded,decoded,MLP,Agglo,4,100,TencentCTRSmall,LogisticRegression,closest,0.1524103243021479
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,TencentCTRSmall,LogisticRegression,closest,0.1003576819436427
Encoded,encoded,MLP,Agglo,3,100,TencentCTRSmall,LogisticRegression,closest,0.109348525773838
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TencentCTRSmall,LogisticRegression,closest,0.0871881037207012
Original,original,,Agglo,1,100,TencentCTRSmall,LogisticRegression,closest,0.0888334984452939
Decoded,decoded,GNN,Agglo,4,100,TencentCTRSmall,LogisticRegression,closest,0.1052394530053694
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,TencentCTRSmall,LogisticRegression,closest,0.0879169826051394
Encoded,encoded,GNN,Agglo,1,100,TencentCTRSmall,LogisticRegression,closest,0.0873131415209604
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,LogisticRegression,closest,0.0449084736142955
Original,original,,Agglo,3,100,TencentCTRSmall,LogisticRegression,closest,0.0888334984452939
Decoded,decoded,MLP,KIP,2,100,TencentCTRSmall,LogisticRegression,centroid,0.11002941197242551
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,TencentCTRSmall,LogisticRegression,centroid,0.1121090522231046
Encoded,encoded,MLP,KIP,1,100,TencentCTRSmall,LogisticRegression,centroid,0.1057531513056899
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TencentCTRSmall,LogisticRegression,centroid,0.06981857159641966
Original,original,,KIP,4,100,TencentCTRSmall,LogisticRegression,centroid,0.15142019827560188
Decoded,decoded,GNN,KIP,2,100,TencentCTRSmall,LogisticRegression,centroid,0.11082676470229443
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,TencentCTRSmall,LogisticRegression,centroid,0.13593974815236187
Encoded,encoded,GNN,KIP,0,100,TencentCTRSmall,LogisticRegression,centroid,0.10083748039362336
Encoded-FT,encoded,GNN-MultiHead,KIP,1,100,TencentCTRSmall,LogisticRegression,centroid,0.10370936913534183
Original,original,,KIP,4,100,TencentCTRSmall,LogisticRegression,centroid,0.15142019827560188
Decoded,decoded,MLP,KMeans,1,100,TencentCTRSmall,LogisticRegression,centroid,0.07891044083288334
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,TencentCTRSmall,LogisticRegression,centroid,0.07946921052513303
Encoded,encoded,MLP,KMeans,4,100,TencentCTRSmall,LogisticRegression,centroid,0.08885670828600942
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,TencentCTRSmall,LogisticRegression,centroid,0.07919894268421321
Original,original,,KMeans,0,100,TencentCTRSmall,LogisticRegression,centroid,0.05471073090773915
Decoded,decoded,GNN,KMeans,2,100,TencentCTRSmall,LogisticRegression,centroid,0.08375234104790344
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,TencentCTRSmall,LogisticRegression,centroid,0.10569745410839859
Encoded,encoded,GNN,KMeans,1,100,TencentCTRSmall,LogisticRegression,centroid,0.07966230484312006
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,TencentCTRSmall,LogisticRegression,centroid,0.08660095574464426
Original,original,,KMeans,0,100,TencentCTRSmall,LogisticRegression,centroid,0.05471073090773915
Decoded,decoded,MLP,KMeans,2,100,TencentCTRSmall,LogisticRegression,closest,0.08591878546081641
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,TencentCTRSmall,LogisticRegression,closest,0.09575741446868721
Encoded,encoded,MLP,KMeans,3,100,TencentCTRSmall,LogisticRegression,closest,0.08863029195604055
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TencentCTRSmall,LogisticRegression,closest,0.07304441843458442
Original,original,,KMeans,1,100,TencentCTRSmall,LogisticRegression,closest,0.08359751247007274
Decoded,decoded,GNN,KMeans,1,100,TencentCTRSmall,LogisticRegression,closest,0.0806334264081118
Decoded-FT,decoded,GNN-MultiHead,KMeans,3,100,TencentCTRSmall,LogisticRegression,closest,0.08453492679751065
Encoded,encoded,GNN,KMeans,4,100,TencentCTRSmall,LogisticRegression,closest,0.08575817849940509
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TencentCTRSmall,LogisticRegression,closest,0.07112480730695864
Original,original,,KMeans,2,100,TencentCTRSmall,LogisticRegression,closest,0.08359751247007274
Decoded,decoded,MLP,Agglo,4,100,TencentCTRSmall,MLPClassifier,centroid,-0.0728083083388184
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,TencentCTRSmall,MLPClassifier,centroid,-0.09382820029461
Encoded,encoded,MLP,Agglo,0,100,TencentCTRSmall,MLPClassifier,centroid,-0.1265408568688169
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,TencentCTRSmall,MLPClassifier,centroid,-0.1064471187568049
Original,original,,Agglo,1,100,TencentCTRSmall,MLPClassifier,centroid,-0.1109470959935986
Decoded,decoded,GNN,Agglo,4,100,TencentCTRSmall,MLPClassifier,centroid,-0.0586459287426764
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,TencentCTRSmall,MLPClassifier,centroid,-0.0708771010632347
Encoded,encoded,GNN,Agglo,0,100,TencentCTRSmall,MLPClassifier,centroid,-0.1488418543602343
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TencentCTRSmall,MLPClassifier,centroid,-0.1136618977106387
Original,original,,Agglo,2,100,TencentCTRSmall,MLPClassifier,centroid,-0.1109470959935986
Decoded,decoded,MLP,Agglo,4,100,TencentCTRSmall,MLPClassifier,closest,-0.0223692871103923
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,TencentCTRSmall,MLPClassifier,closest,-0.0621323645724259
Encoded,encoded,MLP,Agglo,3,100,TencentCTRSmall,MLPClassifier,closest,-0.0357168210835132
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TencentCTRSmall,MLPClassifier,closest,-0.1314011872362459
Original,original,,Agglo,1,100,TencentCTRSmall,MLPClassifier,closest,-0.0884541545166445
Decoded,decoded,GNN,Agglo,4,100,TencentCTRSmall,MLPClassifier,closest,-0.0658003273271908
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,TencentCTRSmall,MLPClassifier,closest,-0.08422945774956
Encoded,encoded,GNN,Agglo,1,100,TencentCTRSmall,MLPClassifier,closest,-0.1233003794124934
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,MLPClassifier,closest,-0.1595698834292346
Original,original,,Agglo,2,100,TencentCTRSmall,MLPClassifier,closest,-0.0884541545166445
Decoded,decoded,MLP,KIP,2,100,TencentCTRSmall,MLPClassifier,centroid,-0.06462335381507486
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,TencentCTRSmall,MLPClassifier,centroid,-0.044802735597256414
Encoded,encoded,MLP,KIP,1,100,TencentCTRSmall,MLPClassifier,centroid,-0.07588141835609527
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TencentCTRSmall,MLPClassifier,centroid,-0.12600935529198248
Original,original,,KIP,4,100,TencentCTRSmall,MLPClassifier,centroid,-0.03578769567676564
Decoded,decoded,GNN,KIP,2,100,TencentCTRSmall,MLPClassifier,centroid,-0.050306840304918964
Decoded-FT,decoded,GNN-MultiHead,KIP,4,100,TencentCTRSmall,MLPClassifier,centroid,-0.027746072189457842
Encoded,encoded,GNN,KIP,1,100,TencentCTRSmall,MLPClassifier,centroid,-0.07024941529425117
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TencentCTRSmall,MLPClassifier,centroid,-0.08109492565691143
Original,original,,KIP,3,100,TencentCTRSmall,MLPClassifier,centroid,-0.03578769567676564
Decoded,decoded,MLP,KMeans,4,100,TencentCTRSmall,MLPClassifier,centroid,-0.08113397034301453
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,TencentCTRSmall,MLPClassifier,centroid,-0.09124407481455714
Encoded,encoded,MLP,KMeans,0,100,TencentCTRSmall,MLPClassifier,centroid,-0.11882956994516007
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,TencentCTRSmall,MLPClassifier,centroid,-0.11266602672477596
Original,original,,KMeans,1,100,TencentCTRSmall,MLPClassifier,centroid,-0.11444020645842316
Decoded,decoded,GNN,KMeans,3,100,TencentCTRSmall,MLPClassifier,centroid,-0.08792388755439066
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,TencentCTRSmall,MLPClassifier,centroid,-0.07066158365555489
Encoded,encoded,GNN,KMeans,0,100,TencentCTRSmall,MLPClassifier,centroid,-0.14057487513030972
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,TencentCTRSmall,MLPClassifier,centroid,-0.1330470442169497
Original,original,,KMeans,2,100,TencentCTRSmall,MLPClassifier,centroid,-0.11444020645842316
Decoded,decoded,MLP,KMeans,3,100,TencentCTRSmall,MLPClassifier,closest,-0.08112621542018185
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,TencentCTRSmall,MLPClassifier,closest,-0.07305237620866847
Encoded,encoded,MLP,KMeans,1,100,TencentCTRSmall,MLPClassifier,closest,-0.08638818134327615
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TencentCTRSmall,MLPClassifier,closest,-0.1253597936959036
Original,original,,KMeans,2,100,TencentCTRSmall,MLPClassifier,closest,-0.08220441976587083
Decoded,decoded,GNN,KMeans,2,100,TencentCTRSmall,MLPClassifier,closest,-0.08626043731591705
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,TencentCTRSmall,MLPClassifier,closest,-0.07759541062895128
Encoded,encoded,GNN,KMeans,1,100,TencentCTRSmall,MLPClassifier,closest,-0.10354747208806518
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TencentCTRSmall,MLPClassifier,closest,-0.13565856270800367
Original,original,,KMeans,3,100,TencentCTRSmall,MLPClassifier,closest,-0.08220441976587083
Decoded,decoded,MLP,Agglo,2,100,TencentCTRSmall,XGBClassifier,centroid,0.126669757307361
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,TencentCTRSmall,XGBClassifier,centroid,0.1119093088749415
Encoded,encoded,MLP,Agglo,3,100,TencentCTRSmall,XGBClassifier,centroid,0.162060153985398
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TencentCTRSmall,XGBClassifier,centroid,0.1081331249842242
Original,original,,Agglo,4,100,TencentCTRSmall,XGBClassifier,centroid,0.2081704854683708
Decoded,decoded,GNN,Agglo,3,100,TencentCTRSmall,XGBClassifier,centroid,0.1230955050304958
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,TencentCTRSmall,XGBClassifier,centroid,0.1096683069429513
Encoded,encoded,GNN,Agglo,2,100,TencentCTRSmall,XGBClassifier,centroid,0.1143969244937246
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TencentCTRSmall,XGBClassifier,centroid,0.1026558867376865
Original,original,,Agglo,4,100,TencentCTRSmall,XGBClassifier,centroid,0.2081704854683708
Decoded,decoded,MLP,Agglo,3,100,TencentCTRSmall,XGBClassifier,closest,0.1446792979489987
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,TencentCTRSmall,XGBClassifier,closest,0.1390278780075934
Encoded,encoded,MLP,Agglo,4,100,TencentCTRSmall,XGBClassifier,closest,0.1490216115428375
Encoded-FT,encoded,MLP-MultiHead,Agglo,1,100,TencentCTRSmall,XGBClassifier,closest,0.1158784879649228
Original,original,,Agglo,0,100,TencentCTRSmall,XGBClassifier,closest,0.1110369893877724
Decoded,decoded,GNN,Agglo,3,100,TencentCTRSmall,XGBClassifier,closest,0.1259255264292894
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,TencentCTRSmall,XGBClassifier,closest,0.1152524686061403
Encoded,encoded,GNN,Agglo,4,100,TencentCTRSmall,XGBClassifier,closest,0.147928390158217
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TencentCTRSmall,XGBClassifier,closest,0.114093870293743
Original,original,,Agglo,0,100,TencentCTRSmall,XGBClassifier,closest,0.1110369893877724
Decoded,decoded,MLP,KIP,2,100,TencentCTRSmall,XGBClassifier,centroid,0.15042099135566503
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,TencentCTRSmall,XGBClassifier,centroid,0.143141482099656
Encoded,encoded,MLP,KIP,3,100,TencentCTRSmall,XGBClassifier,centroid,0.15697843831294908
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TencentCTRSmall,XGBClassifier,centroid,0.1275216954981008
Original,original,,KIP,4,100,TencentCTRSmall,XGBClassifier,centroid,0.18676510728322487
Decoded,decoded,GNN,KIP,2,100,TencentCTRSmall,XGBClassifier,centroid,0.1589802892482233
Decoded-FT,decoded,GNN-MultiHead,KIP,3,100,TencentCTRSmall,XGBClassifier,centroid,0.1647860739931992
Encoded,encoded,GNN,KIP,1,100,TencentCTRSmall,XGBClassifier,centroid,0.15364202008749223
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TencentCTRSmall,XGBClassifier,centroid,0.15049204369060123
Original,original,,KIP,4,100,TencentCTRSmall,XGBClassifier,centroid,0.18676510728322487
Decoded,decoded,MLP,KMeans,1,100,TencentCTRSmall,XGBClassifier,centroid,0.10356881203851061
Decoded-FT,decoded,MLP-MultiHead,KMeans,2,100,TencentCTRSmall,XGBClassifier,centroid,0.10586192737767804
Encoded,encoded,MLP,KMeans,3,100,TencentCTRSmall,XGBClassifier,centroid,0.12356822568429024
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TencentCTRSmall,XGBClassifier,centroid,0.09162145285092788
Original,original,,KMeans,4,100,TencentCTRSmall,XGBClassifier,centroid,0.21095692224864654
Decoded,decoded,GNN,KMeans,0,100,TencentCTRSmall,XGBClassifier,centroid,0.09687989004133792
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,TencentCTRSmall,XGBClassifier,centroid,0.11437234151464697
Encoded,encoded,GNN,KMeans,3,100,TencentCTRSmall,XGBClassifier,centroid,0.12217539924216066
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,TencentCTRSmall,XGBClassifier,centroid,0.12187178063704722
Original,original,,KMeans,4,100,TencentCTRSmall,XGBClassifier,centroid,0.21095692224864654
Decoded,decoded,MLP,KMeans,2,100,TencentCTRSmall,XGBClassifier,closest,0.11919972996350017
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,TencentCTRSmall,XGBClassifier,closest,0.1256425399673303
Encoded,encoded,MLP,KMeans,3,100,TencentCTRSmall,XGBClassifier,closest,0.12335384580169591
Encoded-FT,encoded,MLP-MultiHead,KMeans,1,100,TencentCTRSmall,XGBClassifier,closest,0.11908270996615604
Original,original,,KMeans,0,100,TencentCTRSmall,XGBClassifier,closest,0.11401253324307033
Decoded,decoded,GNN,KMeans,0,100,TencentCTRSmall,XGBClassifier,closest,0.10317222336583938
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,TencentCTRSmall,XGBClassifier,closest,0.1120561169209128
Encoded,encoded,GNN,KMeans,4,100,TencentCTRSmall,XGBClassifier,closest,0.13226301216434158
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,TencentCTRSmall,XGBClassifier,closest,0.1264270317448099
Original,original,,KMeans,2,100,TencentCTRSmall,XGBClassifier,closest,0.11401253324307033
Decoded,decoded,MLP,Agglo,3,100,TwoDPlanes,GaussianNB,centroid,-0.0129806477142437
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,TwoDPlanes,GaussianNB,centroid,-0.0215357069258675
Encoded,encoded,MLP,Agglo,4,100,TwoDPlanes,GaussianNB,centroid,0.0156075825250985
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,GaussianNB,centroid,-0.1287651583003554
Original,original,,Agglo,1,100,TwoDPlanes,GaussianNB,centroid,-0.0549258724203073
Decoded,decoded,GNN,Agglo,4,100,TwoDPlanes,GaussianNB,centroid,0.1552618659956256
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,TwoDPlanes,GaussianNB,centroid,0.0992640418580337
Encoded,encoded,GNN,Agglo,3,100,TwoDPlanes,GaussianNB,centroid,0.1139546935797472
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,GaussianNB,centroid,-0.0596129012409362
Original,original,,Agglo,1,100,TwoDPlanes,GaussianNB,centroid,-0.0549258724203073
Decoded,decoded,MLP,Agglo,2,100,TwoDPlanes,GaussianNB,closest,-0.0142555588059701
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,TwoDPlanes,GaussianNB,closest,-0.0324483040393754
Encoded,encoded,MLP,Agglo,4,100,TwoDPlanes,GaussianNB,closest,0.0337039867029452
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,GaussianNB,closest,-0.1325953948842832
Original,original,,Agglo,3,100,TwoDPlanes,GaussianNB,closest,-0.0085119610105824
Decoded,decoded,GNN,Agglo,3,100,TwoDPlanes,GaussianNB,closest,0.0092586870723168
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,TwoDPlanes,GaussianNB,closest,-0.0283844752058038
Encoded,encoded,GNN,Agglo,4,100,TwoDPlanes,GaussianNB,closest,0.0991097502983058
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,GaussianNB,closest,-0.0604405193107786
Original,original,,Agglo,2,100,TwoDPlanes,GaussianNB,closest,-0.0085119610105824
Decoded,decoded,MLP,KIP,2,100,TwoDPlanes,GaussianNB,centroid,0.007440460166786141
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,TwoDPlanes,GaussianNB,centroid,-0.00106394208238298
Encoded,encoded,MLP,KIP,4,100,TwoDPlanes,GaussianNB,centroid,0.09232202233202912
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TwoDPlanes,GaussianNB,centroid,-0.10450766073838744
Original,original,,KIP,3,100,TwoDPlanes,GaussianNB,centroid,0.03611545703056322
Decoded,decoded,GNN,KIP,3,100,TwoDPlanes,GaussianNB,centroid,0.06309560719265216
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,TwoDPlanes,GaussianNB,centroid,0.00357269499548998
Encoded,encoded,GNN,KIP,4,100,TwoDPlanes,GaussianNB,centroid,0.24676294053323486
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TwoDPlanes,GaussianNB,centroid,-0.04021892294810776
Original,original,,KIP,2,100,TwoDPlanes,GaussianNB,centroid,0.03611545703056322
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,GaussianNB,centroid,-0.0124610027585499
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,TwoDPlanes,GaussianNB,centroid,-0.01124006387551216
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,GaussianNB,centroid,0.010836492320961521
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,GaussianNB,centroid,-0.12508576542007205
Original,original,,KMeans,1,100,TwoDPlanes,GaussianNB,centroid,-0.05219631084703471
Decoded,decoded,GNN,KMeans,2,100,TwoDPlanes,GaussianNB,centroid,0.05720149721824323
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,TwoDPlanes,GaussianNB,centroid,0.33368535501911045
Encoded,encoded,GNN,KMeans,3,100,TwoDPlanes,GaussianNB,centroid,0.12120377121194004
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,GaussianNB,centroid,-0.060759233822725425
Original,original,,KMeans,1,100,TwoDPlanes,GaussianNB,centroid,-0.05219631084703471
Decoded,decoded,MLP,KMeans,3,100,TwoDPlanes,GaussianNB,closest,-0.00481701299496946
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,TwoDPlanes,GaussianNB,closest,-0.01902854533095292
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,GaussianNB,closest,0.018909700383958596
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,GaussianNB,closest,-0.13010096383490694
Original,original,,KMeans,2,100,TwoDPlanes,GaussianNB,closest,-0.012612827775079721
Decoded,decoded,GNN,KMeans,3,100,TwoDPlanes,GaussianNB,closest,0.01072682397554262
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,TwoDPlanes,GaussianNB,closest,-0.03385863630926618
Encoded,encoded,GNN,KMeans,4,100,TwoDPlanes,GaussianNB,closest,0.1366903339885145
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,GaussianNB,closest,-0.0645867784267113
Original,original,,KMeans,2,100,TwoDPlanes,GaussianNB,closest,-0.012612827775079721
Decoded,decoded,MLP,Agglo,3,100,TwoDPlanes,KNeighborsClassifier,centroid,0.0863023408729474
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,TwoDPlanes,KNeighborsClassifier,centroid,0.0957758945205194
Encoded,encoded,MLP,Agglo,2,100,TwoDPlanes,KNeighborsClassifier,centroid,0.0460276301293779
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,KNeighborsClassifier,centroid,-0.011995946088078
Original,original,,Agglo,1,100,TwoDPlanes,KNeighborsClassifier,centroid,-0.002151927763253
Decoded,decoded,GNN,Agglo,3,100,TwoDPlanes,KNeighborsClassifier,centroid,0.1029216580232716
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,TwoDPlanes,KNeighborsClassifier,centroid,0.0550181039282843
Encoded,encoded,GNN,Agglo,4,100,TwoDPlanes,KNeighborsClassifier,centroid,0.1377071551100349
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,KNeighborsClassifier,centroid,-0.0155746840626165
Original,original,,Agglo,1,100,TwoDPlanes,KNeighborsClassifier,centroid,-0.002151927763253
Decoded,decoded,MLP,Agglo,2,100,TwoDPlanes,KNeighborsClassifier,closest,0.0775228667945822
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,TwoDPlanes,KNeighborsClassifier,closest,0.0879372226931927
Encoded,encoded,MLP,Agglo,4,100,TwoDPlanes,KNeighborsClassifier,closest,0.1656705035859997
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,KNeighborsClassifier,closest,-0.0032252563444565
Original,original,,Agglo,1,100,TwoDPlanes,KNeighborsClassifier,closest,0.0744986545912907
Decoded,decoded,GNN,Agglo,3,100,TwoDPlanes,KNeighborsClassifier,closest,0.095436467826027
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,TwoDPlanes,KNeighborsClassifier,closest,0.0927516823172278
Encoded,encoded,GNN,Agglo,4,100,TwoDPlanes,KNeighborsClassifier,closest,0.1800651001191623
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,KNeighborsClassifier,closest,-0.0060917604579848
Original,original,,Agglo,1,100,TwoDPlanes,KNeighborsClassifier,closest,0.0744986545912907
Decoded,decoded,MLP,KIP,3,100,TwoDPlanes,KNeighborsClassifier,centroid,0.19782964855867805
Decoded-FT,decoded,MLP-MultiHead,KIP,2,100,TwoDPlanes,KNeighborsClassifier,centroid,0.1769594864139136
Encoded,encoded,MLP,KIP,4,100,TwoDPlanes,KNeighborsClassifier,centroid,0.2556613163431024
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TwoDPlanes,KNeighborsClassifier,centroid,0.05097275380461248
Original,original,,KIP,1,100,TwoDPlanes,KNeighborsClassifier,centroid,0.172892538539219
Decoded,decoded,GNN,KIP,3,100,TwoDPlanes,KNeighborsClassifier,centroid,0.2655086141528985
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,TwoDPlanes,KNeighborsClassifier,centroid,0.18208039048359054
Encoded,encoded,GNN,KIP,4,100,TwoDPlanes,KNeighborsClassifier,centroid,0.3423785472022128
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TwoDPlanes,KNeighborsClassifier,centroid,0.06630387754590517
Original,original,,KIP,1,100,TwoDPlanes,KNeighborsClassifier,centroid,0.172892538539219
Decoded,decoded,MLP,KMeans,3,100,TwoDPlanes,KNeighborsClassifier,centroid,0.07258774554850904
Decoded-FT,decoded,MLP-MultiHead,KMeans,4,100,TwoDPlanes,KNeighborsClassifier,centroid,0.08693295069552014
Encoded,encoded,MLP,KMeans,2,100,TwoDPlanes,KNeighborsClassifier,centroid,0.0411417714325469
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,KNeighborsClassifier,centroid,-0.017530135538771318
Original,original,,KMeans,1,100,TwoDPlanes,KNeighborsClassifier,centroid,0.00103546224223544
Decoded,decoded,GNN,KMeans,3,100,TwoDPlanes,KNeighborsClassifier,centroid,0.09142164033747766
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,TwoDPlanes,KNeighborsClassifier,centroid,0.06425942319012834
Encoded,encoded,GNN,KMeans,4,100,TwoDPlanes,KNeighborsClassifier,centroid,0.13001483029953637
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,KNeighborsClassifier,centroid,-0.012752839506924699
Original,original,,KMeans,1,100,TwoDPlanes,KNeighborsClassifier,centroid,0.00103546224223544
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,KNeighborsClassifier,closest,0.07240427007683133
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,TwoDPlanes,KNeighborsClassifier,closest,0.09319787967241688
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,KNeighborsClassifier,closest,0.16797600494546322
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,KNeighborsClassifier,closest,-0.009923416998460641
Original,original,,KMeans,1,100,TwoDPlanes,KNeighborsClassifier,closest,0.07084851754395623
Decoded,decoded,GNN,KMeans,3,100,TwoDPlanes,KNeighborsClassifier,closest,0.09311043454815603
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,TwoDPlanes,KNeighborsClassifier,closest,0.08584732404567567
Encoded,encoded,GNN,KMeans,4,100,TwoDPlanes,KNeighborsClassifier,closest,0.1796200271588205
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,KNeighborsClassifier,closest,-0.00377205190112912
Original,original,,KMeans,1,100,TwoDPlanes,KNeighborsClassifier,closest,0.07084851754395623
Decoded,decoded,MLP,Agglo,1,100,TwoDPlanes,LogisticRegression,centroid,0.001373826953779
Decoded-FT,decoded,MLP-MultiHead,Agglo,3,100,TwoDPlanes,LogisticRegression,centroid,0.0144134307772077
Encoded,encoded,MLP,Agglo,4,100,TwoDPlanes,LogisticRegression,centroid,0.022520425196592
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,LogisticRegression,centroid,-0.0926389492334083
Original,original,,Agglo,2,100,TwoDPlanes,LogisticRegression,centroid,0.0105771418148579
Decoded,decoded,GNN,Agglo,4,100,TwoDPlanes,LogisticRegression,centroid,0.0859296705120926
Decoded-FT,decoded,GNN-MultiHead,Agglo,3,100,TwoDPlanes,LogisticRegression,centroid,0.0183391904520851
Encoded,encoded,GNN,Agglo,2,100,TwoDPlanes,LogisticRegression,centroid,0.0146967013294693
Encoded-FT,encoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,LogisticRegression,centroid,-0.0113534939818297
Original,original,,Agglo,1,100,TwoDPlanes,LogisticRegression,centroid,0.0105771418148579
Decoded,decoded,MLP,Agglo,2,100,TwoDPlanes,LogisticRegression,closest,-0.0033470500410912
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,TwoDPlanes,LogisticRegression,closest,0.0153249176638882
Encoded,encoded,MLP,Agglo,3,100,TwoDPlanes,LogisticRegression,closest,0.0062454015768363
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,LogisticRegression,closest,-0.0914561681890566
Original,original,,Agglo,1,100,TwoDPlanes,LogisticRegression,closest,-0.0146550721504122
Decoded,decoded,GNN,Agglo,3,100,TwoDPlanes,LogisticRegression,closest,0.0122799033280798
Decoded-FT,decoded,GNN-MultiHead,Agglo,4,100,TwoDPlanes,LogisticRegression,closest,0.0152909738717338
Encoded,encoded,GNN,Agglo,2,100,TwoDPlanes,LogisticRegression,closest,0.0052997787633289
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TwoDPlanes,LogisticRegression,closest,-0.0111624480724025
Original,original,,Agglo,0,100,TwoDPlanes,LogisticRegression,closest,-0.0146550721504122
Decoded,decoded,MLP,KIP,3,100,TwoDPlanes,LogisticRegression,centroid,0.031709227485402766
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,TwoDPlanes,LogisticRegression,centroid,0.013408476776810058
Encoded,encoded,MLP,KIP,4,100,TwoDPlanes,LogisticRegression,centroid,0.03985694164639424
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TwoDPlanes,LogisticRegression,centroid,-0.09003567812779881
Original,original,,KIP,2,100,TwoDPlanes,LogisticRegression,centroid,0.0152217669626735
Decoded,decoded,GNN,KIP,4,100,TwoDPlanes,LogisticRegression,centroid,0.06579434109591559
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,TwoDPlanes,LogisticRegression,centroid,0.01522108808683042
Encoded,encoded,GNN,KIP,3,100,TwoDPlanes,LogisticRegression,centroid,0.04898230106632169
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TwoDPlanes,LogisticRegression,centroid,-0.0046123080958890995
Original,original,,KIP,2,100,TwoDPlanes,LogisticRegression,centroid,0.0152217669626735
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,LogisticRegression,centroid,0.0011537943267498
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,TwoDPlanes,LogisticRegression,centroid,-0.0022285572581819202
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,LogisticRegression,centroid,0.038077070084580056
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,LogisticRegression,centroid,-0.09937155310397408
Original,original,,KMeans,3,100,TwoDPlanes,LogisticRegression,centroid,0.0157152456557068
Decoded,decoded,GNN,KMeans,3,100,TwoDPlanes,LogisticRegression,centroid,0.02240787270539958
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,TwoDPlanes,LogisticRegression,centroid,0.0379419481738495
Encoded,encoded,GNN,KMeans,1,100,TwoDPlanes,LogisticRegression,centroid,0.00908317945480878
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,LogisticRegression,centroid,-0.01183313897843794
Original,original,,KMeans,2,100,TwoDPlanes,LogisticRegression,centroid,0.0157152456557068
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,LogisticRegression,closest,-0.00121411180495926
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,TwoDPlanes,LogisticRegression,closest,0.013209361211134859
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,LogisticRegression,closest,0.0140808712769423
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,LogisticRegression,closest,-0.10057999053160335
Original,original,,KMeans,1,100,TwoDPlanes,LogisticRegression,closest,-0.01089600851745812
Decoded,decoded,GNN,KMeans,3,100,TwoDPlanes,LogisticRegression,closest,0.0020352057326837
Decoded-FT,decoded,GNN-MultiHead,KMeans,4,100,TwoDPlanes,LogisticRegression,closest,0.00598950381092708
Encoded,encoded,GNN,KMeans,2,100,TwoDPlanes,LogisticRegression,closest,0.0008544356979047999
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,LogisticRegression,closest,-0.01604359100215396
Original,original,,KMeans,1,100,TwoDPlanes,LogisticRegression,closest,-0.01089600851745812
Decoded,decoded,MLP,Agglo,1,100,TwoDPlanes,MLPClassifier,centroid,0.0657734460402794
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,TwoDPlanes,MLPClassifier,centroid,0.0728732948474763
Encoded,encoded,MLP,Agglo,3,100,TwoDPlanes,MLPClassifier,centroid,0.1030595661199056
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,MLPClassifier,centroid,0.0239713362976916
Original,original,,Agglo,4,100,TwoDPlanes,MLPClassifier,centroid,0.1210735810314016
Decoded,decoded,GNN,Agglo,4,100,TwoDPlanes,MLPClassifier,centroid,0.151478906807612
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,MLPClassifier,centroid,0.0702600873197361
Encoded,encoded,GNN,Agglo,2,100,TwoDPlanes,MLPClassifier,centroid,0.1198692675398639
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TwoDPlanes,MLPClassifier,centroid,0.0705481934782742
Original,original,,Agglo,3,100,TwoDPlanes,MLPClassifier,centroid,0.1210735810314016
Decoded,decoded,MLP,Agglo,2,100,TwoDPlanes,MLPClassifier,closest,0.0633356423016728
Decoded-FT,decoded,MLP-MultiHead,Agglo,4,100,TwoDPlanes,MLPClassifier,closest,0.0904640179664738
Encoded,encoded,MLP,Agglo,3,100,TwoDPlanes,MLPClassifier,closest,0.0746988443945272
Encoded-FT,encoded,MLP-MultiHead,Agglo,0,100,TwoDPlanes,MLPClassifier,closest,0.0210089802620964
Original,original,,Agglo,1,100,TwoDPlanes,MLPClassifier,closest,0.0555005392550933
Decoded,decoded,GNN,Agglo,3,100,TwoDPlanes,MLPClassifier,closest,0.1021210471503234
Decoded-FT,decoded,GNN-MultiHead,Agglo,2,100,TwoDPlanes,MLPClassifier,closest,0.0818684885777006
Encoded,encoded,GNN,Agglo,4,100,TwoDPlanes,MLPClassifier,closest,0.1032439517729969
Encoded-FT,encoded,GNN-MultiHead,Agglo,1,100,TwoDPlanes,MLPClassifier,closest,0.0710727457752628
Original,original,,Agglo,0,100,TwoDPlanes,MLPClassifier,closest,0.0555005392550933
Decoded,decoded,MLP,KIP,2,100,TwoDPlanes,MLPClassifier,centroid,0.10804645717527342
Decoded-FT,decoded,MLP-MultiHead,KIP,3,100,TwoDPlanes,MLPClassifier,centroid,0.10993080646611815
Encoded,encoded,MLP,KIP,4,100,TwoDPlanes,MLPClassifier,centroid,0.13522753406986898
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TwoDPlanes,MLPClassifier,centroid,0.01891614875065118
Original,original,,KIP,1,100,TwoDPlanes,MLPClassifier,centroid,0.09585006992123635
Decoded,decoded,GNN,KIP,4,100,TwoDPlanes,MLPClassifier,centroid,0.18024350348072962
Decoded-FT,decoded,GNN-MultiHead,KIP,2,100,TwoDPlanes,MLPClassifier,centroid,0.11295570373533396
Encoded,encoded,GNN,KIP,3,100,TwoDPlanes,MLPClassifier,centroid,0.1520600391266011
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TwoDPlanes,MLPClassifier,centroid,0.08933998059917374
Original,original,,KIP,1,100,TwoDPlanes,MLPClassifier,centroid,0.09585006992123635
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,MLPClassifier,centroid,0.07501182516738862
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,TwoDPlanes,MLPClassifier,centroid,0.05798334384840707
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,MLPClassifier,centroid,0.10306002379450212
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,MLPClassifier,centroid,0.016666083131555903
Original,original,,KMeans,3,100,TwoDPlanes,MLPClassifier,centroid,0.10285317776058434
Decoded,decoded,GNN,KMeans,4,100,TwoDPlanes,MLPClassifier,centroid,0.12854387165705883
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,TwoDPlanes,MLPClassifier,centroid,0.09834420196081517
Encoded,encoded,GNN,KMeans,3,100,TwoDPlanes,MLPClassifier,centroid,0.12084095647583229
Encoded-FT,encoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,MLPClassifier,centroid,0.07210892106188733
Original,original,,KMeans,2,100,TwoDPlanes,MLPClassifier,centroid,0.10285317776058434
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,MLPClassifier,closest,0.07019017752511078
Decoded-FT,decoded,MLP-MultiHead,KMeans,3,100,TwoDPlanes,MLPClassifier,closest,0.07723004807642783
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,MLPClassifier,closest,0.08892331364646044
Encoded-FT,encoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,MLPClassifier,closest,0.011258371726510959
Original,original,,KMeans,1,100,TwoDPlanes,MLPClassifier,closest,0.05228122181725636
Decoded,decoded,GNN,KMeans,3,100,TwoDPlanes,MLPClassifier,closest,0.09686347589668165
Decoded-FT,decoded,GNN-MultiHead,KMeans,2,100,TwoDPlanes,MLPClassifier,closest,0.06594204191978918
Encoded,encoded,GNN,KMeans,4,100,TwoDPlanes,MLPClassifier,closest,0.1149534991168023
Encoded-FT,encoded,GNN-MultiHead,KMeans,1,100,TwoDPlanes,MLPClassifier,closest,0.06503320314779422
Original,original,,KMeans,0,100,TwoDPlanes,MLPClassifier,closest,0.05228122181725636
Decoded,decoded,MLP,Agglo,0,100,TwoDPlanes,XGBClassifier,centroid,0.012744318103925
Decoded-FT,decoded,MLP-MultiHead,Agglo,1,100,TwoDPlanes,XGBClassifier,centroid,0.0334195979217799
Encoded,encoded,MLP,Agglo,3,100,TwoDPlanes,XGBClassifier,centroid,0.1452613299637429
Encoded-FT,encoded,MLP-MultiHead,Agglo,2,100,TwoDPlanes,XGBClassifier,centroid,0.05418206583355
Original,original,,Agglo,4,100,TwoDPlanes,XGBClassifier,centroid,0.344390045574708
Decoded,decoded,GNN,Agglo,1,100,TwoDPlanes,XGBClassifier,centroid,0.0296042010435841
Decoded-FT,decoded,GNN-MultiHead,Agglo,0,100,TwoDPlanes,XGBClassifier,centroid,0.0235305751723986
Encoded,encoded,GNN,Agglo,3,100,TwoDPlanes,XGBClassifier,centroid,0.1575038002823633
Encoded-FT,encoded,GNN-MultiHead,Agglo,2,100,TwoDPlanes,XGBClassifier,centroid,0.0540304617991963
Original,original,,Agglo,4,100,TwoDPlanes,XGBClassifier,centroid,0.344390045574708
Decoded,decoded,MLP,Agglo,0,100,TwoDPlanes,XGBClassifier,closest,0.0027893306782264
Decoded-FT,decoded,MLP-MultiHead,Agglo,2,100,TwoDPlanes,XGBClassifier,closest,0.0159435475447288
Encoded,encoded,MLP,Agglo,4,100,TwoDPlanes,XGBClassifier,closest,0.1398371406710488
Encoded-FT,encoded,MLP-MultiHead,Agglo,3,100,TwoDPlanes,XGBClassifier,closest,0.033533745492103
Original,original,,Agglo,1,100,TwoDPlanes,XGBClassifier,closest,0.0035385746800154
Decoded,decoded,GNN,Agglo,2,100,TwoDPlanes,XGBClassifier,closest,0.039245081888836
Decoded-FT,decoded,GNN-MultiHead,Agglo,1,100,TwoDPlanes,XGBClassifier,closest,0.0040134629889122
Encoded,encoded,GNN,Agglo,4,100,TwoDPlanes,XGBClassifier,closest,0.1705236212909424
Encoded-FT,encoded,GNN-MultiHead,Agglo,3,100,TwoDPlanes,XGBClassifier,closest,0.0606386309909047
Original,original,,Agglo,0,100,TwoDPlanes,XGBClassifier,closest,0.0035385746800154
Decoded,decoded,MLP,KIP,2,100,TwoDPlanes,XGBClassifier,centroid,0.10138564251860474
Decoded-FT,decoded,MLP-MultiHead,KIP,1,100,TwoDPlanes,XGBClassifier,centroid,0.09438555137263029
Encoded,encoded,MLP,KIP,4,100,TwoDPlanes,XGBClassifier,centroid,0.199327309439092
Encoded-FT,encoded,MLP-MultiHead,KIP,0,100,TwoDPlanes,XGBClassifier,centroid,0.04317841213616968
Original,original,,KIP,3,100,TwoDPlanes,XGBClassifier,centroid,0.13861600258306198
Decoded,decoded,GNN,KIP,3,100,TwoDPlanes,XGBClassifier,centroid,0.19655751577717315
Decoded-FT,decoded,GNN-MultiHead,KIP,1,100,TwoDPlanes,XGBClassifier,centroid,0.10670047958614108
Encoded,encoded,GNN,KIP,4,100,TwoDPlanes,XGBClassifier,centroid,0.264090258491475
Encoded-FT,encoded,GNN-MultiHead,KIP,0,100,TwoDPlanes,XGBClassifier,centroid,0.061612246669113614
Original,original,,KIP,2,100,TwoDPlanes,XGBClassifier,centroid,0.13861600258306198
Decoded,decoded,MLP,KMeans,1,100,TwoDPlanes,XGBClassifier,centroid,0.00851562671633634
Decoded-FT,decoded,MLP-MultiHead,KMeans,0,100,TwoDPlanes,XGBClassifier,centroid,0.0034750994532216
Encoded,encoded,MLP,KMeans,3,100,TwoDPlanes,XGBClassifier,centroid,0.13024072575369372
Encoded-FT,encoded,MLP-MultiHead,KMeans,2,100,TwoDPlanes,XGBClassifier,centroid,0.04230054275162069
Original,original,,KMeans,4,100,TwoDPlanes,XGBClassifier,centroid,0.2307144037541816
Decoded,decoded,GNN,KMeans,1,100,TwoDPlanes,XGBClassifier,centroid,0.043383694208869214
Decoded-FT,decoded,GNN-MultiHead,KMeans,0,100,TwoDPlanes,XGBClassifier,centroid,0.036897806318876805
Encoded,encoded,GNN,KMeans,3,100,TwoDPlanes,XGBClassifier,centroid,0.15585306580584485
Encoded-FT,encoded,GNN-MultiHead,KMeans,2,100,TwoDPlanes,XGBClassifier,centroid,0.06108229219563884
Original,original,,KMeans,4,100,TwoDPlanes,XGBClassifier,centroid,0.2307144037541816
Decoded,decoded,MLP,KMeans,2,100,TwoDPlanes,XGBClassifier,closest,0.008371628695964941
Decoded-FT,decoded,MLP-MultiHead,KMeans,1,100,TwoDPlanes,XGBClassifier,closest,0.00260786472170682
Encoded,encoded,MLP,KMeans,4,100,TwoDPlanes,XGBClassifier,closest,0.13368240692828715
Encoded-FT,encoded,MLP-MultiHead,KMeans,3,100,TwoDPlanes,XGBClassifier,closest,0.03247555736279648
Original,original,,KMeans,0,100,TwoDPlanes,XGBClassifier,closest,0.00187961469516318
Decoded,decoded,GNN,KMeans,2,100,TwoDPlanes,XGBClassifier,closest,0.03399578502926512
Decoded-FT,decoded,GNN-MultiHead,KMeans,1,100,TwoDPlanes,XGBClassifier,closest,0.00457373826925778
Encoded,encoded,GNN,KMeans,4,100,TwoDPlanes,XGBClassifier,closest,0.17323295689300178
Encoded-FT,encoded,GNN-MultiHead,KMeans,3,100,TwoDPlanes,XGBClassifier,closest,0.05256715878036018
Original,original,,KMeans,0,100,TwoDPlanes,XGBClassifier,closest,0.00187961469516318
