,GDT f1_mean,GDT f1_max,GDT f1_std,GDT roc_auc_mean,GDT roc_auc_max,GDT roc_auc_std,GDT accuracy_mean,GDT accuracy_max,GDT accuracy_std,sklearn f1_mean,sklearn f1_max,sklearn f1_std,sklearn roc_auc_mean,sklearn roc_auc_max,sklearn roc_auc_std,sklearn accuracy_mean,sklearn accuracy_max,sklearn accuracy_std,GeneticTree f1_mean,GeneticTree f1_max,GeneticTree f1_std,GeneticTree roc_auc_mean,GeneticTree roc_auc_max,GeneticTree roc_auc_std,GeneticTree accuracy_mean,GeneticTree accuracy_max,GeneticTree accuracy_std,DNDT f1_mean,DNDT f1_max,DNDT f1_std,DNDT roc_auc_mean,DNDT roc_auc_max,DNDT roc_auc_std,DNDT accuracy_mean,DNDT accuracy_max,DNDT accuracy_std,DL85 f1_mean,DL85 f1_max,DL85 f1_std,DL85 roc_auc_mean,DL85 roc_auc_max,DL85 roc_auc_std,DL85 accuracy_mean,DL85 accuracy_max,DL85 accuracy_std
MULT:Iris,0.9269095990345486,1.0,0.03595926987050575,0.9653874883556423,1.0,0.022396215384662257,0.9266666666666667,1.0,0.03590109871423002,0.9366341394834059,1.0,0.0350137940633951,0.9520698760515692,1.0,0.02835761451957019,0.9366666666666668,1.0,0.03480102169636849,0.9142297035440393,0.966984126984127,0.039197231213484236,0.9362680485249136,0.9776021080368906,0.02823335461804768,0.9133333333333333,0.9666666666666667,0.03999999999999999,0.9332796347510642,0.9670531400966184,0.033672721963613976,0.9861122974688955,0.9984567901234568,0.014449724055656414,0.9333333333333333,0.9666666666666667,0.03333333333333333,0.9133990193359086,1.0,0.0427453452760432,0.9351351300407366,1.0,0.032603715495867075,0.9133333333333334,1.0,0.04268749491621898
MULT:Balance Scale,0.721968613947673,0.7860337457817773,0.051499230359454924,0.7756839179257772,0.8474966741794022,0.05142216202184725,0.7607999999999999,0.824,0.05039999999999999,0.7360904980675602,0.7567409090909091,0.01582971988876244,0.7135568471367841,0.7303177706403513,0.015441777281001148,0.7624,0.792,0.02235710177997141,0.7001370753190072,0.7249548387096774,0.032897514261039006,0.6902248204266156,0.7141925862514098,0.021566091895973985,0.7367999999999999,0.76,0.03248630480679512,0.77615113546585,0.8318317914213624,0.024208221274574275,0.8852305143289442,0.9307021084723455,0.028998398355224338,0.8096,0.872,0.02719999999999998,0.6612669993705742,0.7238260869565217,0.045307552931580605,0.6621298258384616,0.6962061609120432,0.025719766917455388,0.6935999999999999,0.752,0.0432370211739893
MULT:Car,0.7813748754150235,0.799791706020262,0.019378986561027496,0.9045891832529271,0.9227364298922407,0.014603986189413578,0.8008695652173913,0.8231884057971014,0.023620965486236895,0.8479633990425883,0.8648536360664507,0.010909827644783121,0.8016470959341891,0.8141642355864076,0.008762377491159158,0.8588405797101449,0.8753623188405797,0.011884057971014494,0.7285275405005059,0.755247434904767,0.016029443581588986,0.6078928398196612,0.6279314211941649,0.011277113636750097,0.7620289855072464,0.7884057971014493,0.014518817143615307,0.7010526287467149,0.7729049807986784,0.04174899265203632,0.8705837146379679,0.9100674456351097,0.031522418482653095,0.7208695652173913,0.7971014492753623,0.03995481589983342,0.8273413986309095,0.8591336348386097,0.023860729214021156,0.7648875344163469,0.8163130923357815,0.028102378912877955,0.8347826086956521,0.8695652173913043,0.02672331726751562
MULT:Glass,0.5124509552827948,0.6897031539888682,0.12642212139788225,0.7369106369027321,0.890771409215958,0.1587757825215292,0.569047619047619,0.7142857142857143,0.10511304787925768,0.677649068782549,0.7822537710736468,0.07422097193479918,0.691890670853667,0.8392322954822955,0.13419403011187056,0.6833333333333333,0.7857142857142857,0.07755474988048729,0.5742317730533862,0.6750855897914722,0.06208635621956164,0.6116162264985433,0.75,0.08160240577896846,0.6142857142857144,0.6904761904761905,0.060045334347230916,0.6706599195243348,0.7533906979719787,0.08226069212982831,0.7639187012181693,0.944713412805518,0.17702966377851712,0.680952380952381,0.7619047619047619,0.07468755781599107,0.6343853252169456,0.7758325180685429,0.06923563916462751,0.645889166798827,0.8355627955789361,0.11095939787691866,0.6476190476190478,0.7857142857142857,0.0671749332365042
MULT:Contraceptive,0.5329684203568503,0.5728127495129507,0.021441533908482715,0.6959103164534377,0.7321050411392189,0.022448474975486073,0.5387755102040817,0.5714285714285714,0.02200130833849825,0.5525632023872211,0.5849732778666454,0.021676137448990315,0.6510364661780509,0.6867813063328115,0.017088271318801335,0.5578231292517006,0.5850340136054422,0.02074551113194135,0.4884384117359401,0.591301541072708,0.05633528561944687,0.6115465989284818,0.6779901931700706,0.03472169054307954,0.5289115646258503,0.5952380952380952,0.03162533746143629,0.47710770446335404,0.548704750255556,0.04784477678050813,0.6534641363781226,0.7148515205333182,0.030498457363079687,0.488095238095238,0.564625850340136,0.04561502221071681,0.5682285785311338,0.6005030825750637,0.019744930772100853,0.6629989766104067,0.6930191255507459,0.015229739019975246,0.5717687074829932,0.6020408163265306,0.018965444706735578
MULT:Solar Flare,0.7931379827943089,0.825072583271548,0.027371932637052423,0.5264030221382358,0.764030221382358,0.0792090664147074,0.8570397111913357,0.8808664259927798,0.020498295403001295,0.7944946437510083,0.8335356580843946,0.030689837259271588,0.5003757736516358,0.5037577365163572,0.001127320954907174,0.8527075812274367,0.8844765342960289,0.023329233821521318,0.7927066323738159,0.825072583271548,0.026126882001989673,0.5,0.5,0.0,0.8581227436823105,0.8808664259927798,0.018411552346570402,0.8011058381944274,0.8464793138408444,0.027697877249539492,0.5100299074936765,0.6002990749367647,0.030089722481029414,0.851624548736462,0.8844765342960289,0.021385131003061227,0.7895777287425655,0.8276863762223546,0.025634056201994264,0.5005498825321606,0.5054988253216064,0.001649647596481918,0.8400722021660648,0.8736462093862816,0.020232716634226777
MULT:Wine,0.902017855660487,0.9431260504201681,0.034812211676654,0.9496596564003479,0.9804141240783117,0.029199808427815742,0.9028571428571428,0.9428571428571428,0.034285714285714294,0.9135376005580287,0.9710052910052911,0.031607848541201036,0.9344852983379871,0.9715909090909092,0.023277837143285594,0.9142857142857144,0.9714285714285714,0.031298431857438073,0.8894896263576303,0.9429491603404646,0.044839314604672074,0.9250209632903188,0.9578174603174604,0.03024153689091895,0.8914285714285715,0.9428571428571428,0.04389226141639202,0.8466187438267883,0.9132014990454191,0.04643601094410038,0.950740798848176,0.9891475483580746,0.023161592177952613,0.8485714285714285,0.9142857142857143,0.044354784846457176,0.8556346260407455,0.8833594976452119,0.01824677022318846,0.8900862489842277,0.914191518358185,0.01806153080515321,0.8571428571428571,0.8857142857142857,0.018070158058104996
MULT:Zoo,0.8668846872082165,1.0,0.08234174904256525,0.597405892181434,0.9873212442871886,0.19481182806532243,0.885,1.0,0.06726812023536853,0.9210873015873016,1.0,0.09044659812631334,0.5932957393483709,0.9724310776942355,0.18661046618568078,0.925,1.0,0.0873212459828649,0.8282997557997558,1.0,0.10532093593887241,0.5577067669172932,0.8101503759398495,0.11581769624804204,0.8550000000000001,1.0,0.08789197915623471,,,,,,,,,,0.9292499999999999,1.0,0.08717362275674416,0.5943619553084392,1.0,0.18914452722256508,0.9349999999999999,1.0,0.08077747210701755
MULT:Lymphography,0.7198335994424817,0.8482758620689655,0.09046115393122202,0.5272754329004329,0.772754329004329,0.08182629870129872,0.7379310344827587,0.8620689655172413,0.08333135154203153,0.7457451015196024,0.9310344827586207,0.08338772642821318,0.5141810966810967,0.6418109668109668,0.04254329004329005,0.7551724137931035,0.9310344827586207,0.08079568630248264,0.7322332689519868,0.9294010889292196,0.09469236964814898,0.5110209235209235,0.6102092352092352,0.033062770562770565,0.7482758620689656,0.9310344827586207,0.0859305916853594,,,,,,,,,,0.8243262711378525,1.0,0.1019707355738044,0.5161056998556999,0.6610569985569986,0.048317099567099585,0.8344827586206897,1.0,0.09354937907758991
MULT:Segment,0.8315685847930387,0.8725799548359304,0.029197639691818003,0.9638430476316161,0.9777492285990858,0.008133467986230034,0.8333333333333334,0.8701298701298701,0.028155173232050388,0.7954274004083015,0.8389601861563327,0.023884181207224877,0.8995598278575663,0.9111017598771316,0.004673733726229314,0.8322510822510821,0.8528138528138528,0.012405826736716112,0.7305127789606646,0.8624905343056772,0.0743404944093419,0.8592384715754708,0.9188340578274798,0.03204609852137673,0.7616883116883117,0.8636363636363636,0.054090471684741556,,,,,,,,,,0.8095432987357718,0.8309808441910514,0.013352828635614966,0.8885877143446332,0.8984089189178279,0.007653927222300663,0.8127705627705628,0.8333333333333334,0.01345652038300396
MULT:Dermatology,0.9196060856334307,1.0,0.05163546118591234,0.9793439739137122,1.0,0.011563272980720353,0.9260273972602739,1.0,0.04164023055772784,0.9486568686666962,0.9729856206925891,0.02270490101396627,0.9653266136313784,0.9902777777777777,0.0152422671175691,0.9479452054794522,0.9726027397260274,0.023568014430253782,0.8653539204386058,0.9863977712010643,0.11475785073024457,0.9069796649096146,0.9952542372881356,0.07498081752863948,0.8835616438356164,0.9863013698630136,0.09050431046114481,,,,,,,,,,0.9290313625612605,0.9732089855738748,0.026324661347736773,0.9416962972992785,0.9825396825396826,0.027746860571013412,0.9287671232876713,0.9726027397260274,0.02584652364947014
MULT:Landsat,0.8073681868968752,0.8344113730713915,0.02005728176673084,0.9555465000777031,0.9615369466653462,0.0034924599230846585,0.817871017871018,0.8344988344988346,0.01107709923058074,0.8109936177046875,0.8329865834457982,0.009266151846309844,0.8623944579952957,0.8759374167927249,0.00649723263569549,0.8153069153069155,0.8344988344988346,0.008476433919390413,0.7070444570156559,0.7543179505667202,0.03976086393827775,0.803339449523269,0.8377921018535534,0.02195789049537757,0.7458430458430458,0.7793317793317793,0.0271915859738625,,,,,,,,,,0.8080584800085333,0.8163378658305159,0.005966715224843149,0.8664578619548683,0.8722280439759023,0.005051024000909754,0.8143745143745145,0.8236208236208237,0.006373774835995602
MULT:Annealing,0.9308876166899245,0.9560375819604695,0.01822962363718211,0.8657722118288979,0.9980845749544128,0.18491621171458594,0.9383647798742139,0.9559748427672956,0.017744321987001106,0.9726998009442547,0.9906011132426227,0.01110508279989783,0.8311311600227761,0.9833263778158363,0.1688076140549636,0.9748427672955977,0.9874213836477987,0.00795541549727894,0.8032345472942438,0.8963278555487928,0.07819426345463583,0.6338388340365289,0.762182151086241,0.09673246607726468,0.850943396226415,0.9119496855345912,0.051407159967092934,,,,,,,,,,0.9852357819328688,0.9942443300933868,0.007199564253900899,0.8686710116702834,0.9983583583583584,0.1861846731258168,0.9855345911949686,0.9937106918238994,0.006320676491270999
MULT:Splice,0.8212616861293502,0.8436215462959193,0.02175751463226562,0.93169289921646,0.9454231408621195,0.01002619424291641,0.8205329153605015,0.841692789968652,0.01994048297836742,0.8995691569814195,0.9089157312816565,0.008163682412221008,0.9253532082253306,0.9366205088510666,0.007580892604658078,0.8981191222570534,0.9075235109717869,0.008114218874949699,0.703146240030235,0.8259445032892898,0.08409562311521576,0.7777658797521082,0.8709147550321622,0.049914248865503524,0.7371473354231975,0.8213166144200627,0.05041591541056332,,,,,,,,,,0.9230791790949716,0.9442045748135889,0.01521955009626159,0.9430411429438271,0.9594572047722231,0.012146737425259917,0.9221003134796237,0.9435736677115988,0.01540601663034356
MEAN,0.7905884820917859,0.8551047362305894,0.04504040787848255,0.812530298512811,0.9128873831614266,0.062344659253544286,0.8082226209547383,0.8657851116602288,0.04006980070500472,0.8252222714203304,0.8763461614832112,0.03349331861538208,0.7740217237075496,0.8469535813763481,0.04715748037062012,0.8367638936327289,0.8842793234501308,0.03218621070590564,0.7469704093839622,0.8383196413511093,0.06204817348117998,0.7094613919802673,0.7864907630861895,0.045153870118765246,0.777669321996327,0.8512914724197682,0.04917225870435994,0.7437108007103619,0.8047951676329225,0.04340989899917156,0.802868581481993,0.869748271552084,0.04796428238487325,0.7618637849866049,0.8230087109669528,0.04093294930134186,0.8184541463814314,0.8735226997720515,0.03585590726231872,0.7628998891855855,0.8452029089413065,0.05061221612569248,0.8279534728691412,0.8811087193391695,0.03420153208342765
COUNT,1.0,5.0,2.0,8.0,8.0,4.0,2.0,5.0,2.0,6.0,5.0,1.0,0.0,1.0,0.0,5.0,7.0,1.0,0.0,1.0,7.0,0.0,0.0,6.0,1.0,1.0,6.0,2.0,2.0,2.0,4.0,3.0,2.0,1.0,2.0,3.0,5.0,6.0,2.0,2.0,4.0,2.0,5.0,7.0,2.0
MEAN RECIPROCAL RANK,0.3773809523809523,0.5714285714285714,0.1831825291949742,0.7857142857142857,0.7857142857142857,0.24743582965269675,0.43690476190476185,0.5773809523809523,0.24186597458068368,0.7023809523809523,0.625,0.26109181189834896,0.34523809523809523,0.375,0.06941609398625356,0.6666666666666666,0.7023809523809523,0.25197631533948484,0.2619047619047619,0.3583333333333334,0.02916059217599021,0.2357142857142857,0.26785714285714285,0.022587697572631273,0.31190476190476196,0.39166666666666666,0.19369307370869282,0.5142857142857143,0.46904761904761905,0.3313546715640915,0.761904761904762,0.6785714285714286,0.2796985743921603,0.4071428571428572,0.46904761904761905,0.2731150613472165,0.5845238095238096,0.6178571428571429,0.3284441609976101,0.43571428571428567,0.4988095238095238,0.2564143118465268,0.5642857142857143,0.644047619047619,0.3359927922777288
