,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,0.9437932659501366,1.0,0.0465726722260825,0.9731995783265805,1.0,0.021500008886474718,0.9433333333333334,1.0,0.04725815626252607,0.9299705900935138,0.9670531400966184,0.03160999023773784,0.9475604291250743,0.9788647342995169,0.02469965233171518,0.93,0.9666666666666667,0.03144660377352201,0.8900265104946354,0.966984126984127,0.061088423153454925,0.9191181070814938,0.9776021080368906,0.04183376261186612,0.89,0.9666666666666667,0.05972157622389637,0.9332796347510642,0.9670531400966184,0.033672721963613976,0.9861122974688955,0.9984567901234568,0.014449724055656414,0.9333333333333333,0.9666666666666667,0.03333333333333333,0.9133990193359086,1.0,0.0427453452760432,0.9351351300407366,1.0,0.032603715495867075,0.9133333333333334,1.0,0.04268749491621898
MULT:Balance Scale,0.73651307857181,0.7708303993130098,0.029374680073822705,0.8090639599522348,0.8483012827712605,0.03899542607115346,0.7712,0.808,0.031230754073509046,0.7732969971707072,0.8166206896551723,0.02244797935075867,0.7268805821204627,0.7535558505227394,0.016513018883447056,0.768,0.816,0.027011108825814614,0.7131074844217611,0.8013215339233039,0.04869739137201828,0.6993604145052593,0.7576749194120085,0.031734123015363706,0.7504,0.84,0.04810654841079332,0.77615113546585,0.8318317914213624,0.024208221274574275,0.8852305143289442,0.9307021084723455,0.028998398355224338,0.8096,0.872,0.02719999999999998,0.6612669993705742,0.7238260869565217,0.045307552931580605,0.6621298258384616,0.6962061609120432,0.025719766917455388,0.6935999999999999,0.752,0.0432370211739893
MULT:Car,0.8520422862104196,0.9436762620744313,0.03831163920890359,0.9449806279401498,0.9851718083280495,0.02115595636966258,0.8573913043478261,0.9420289855072463,0.03631410959621059,0.975448997784573,0.981837286449111,0.003175844109878502,0.9634713250079727,0.9763758802106358,0.009938626901245414,0.9753623188405797,0.9826086956521739,0.003490317269215158,0.7154005741235165,0.755247434904767,0.04363302875657782,0.5976781013086399,0.6279314211941649,0.03440374794380561,0.7579710144927537,0.7884057971014493,0.02066932925913864,0.7010526287467149,0.7729049807986784,0.04174899265203632,0.8705837146379679,0.9100674456351097,0.031522418482653095,0.7208695652173913,0.7971014492753623,0.03995481589983342,0.8273413986309095,0.8591336348386097,0.023860729214021156,0.7648875344163469,0.8163130923357815,0.028102378912877955,0.8347826086956521,0.8695652173913043,0.02672331726751562
MULT:Glass,0.6780763886155476,0.8341484341484341,0.07394982511783472,0.72098504675286,0.9085061487482982,0.15425352004127535,0.6928571428571428,0.8095238095238095,0.0651615818257334,0.6810126560097796,0.7866666666666666,0.07608011321530904,0.6973090061844796,0.8765692275560696,0.14249502600940897,0.680952380952381,0.7857142857142857,0.07911070345636259,0.5871155469341024,0.7559392987964416,0.10213568268891053,0.6059115573213131,0.6944228319228319,0.07764667606548027,0.6261904761904763,0.7857142857142857,0.09934593354773842,0.6706599195243348,0.7533906979719787,0.08226069212982831,0.7639187012181693,0.944713412805518,0.17702966377851712,0.680952380952381,0.7619047619047619,0.07468755781599107,0.6343853252169456,0.7758325180685429,0.06923563916462751,0.645889166798827,0.8355627955789361,0.11095939787691866,0.6476190476190478,0.7857142857142857,0.0671749332365042
MULT:Contraceptive,0.5306604620767971,0.5626177149298078,0.026483461985617768,0.6688288341343759,0.7085452359490336,0.020681683814285222,0.5367346938775509,0.5748299319727891,0.022908106449636364,0.5586705126652984,0.6052956290889114,0.025236301248405486,0.6549552507453802,0.699118995960274,0.02094495434329113,0.5642857142857143,0.6020408163265306,0.023141753324046326,0.5030805697749842,0.5759885129204494,0.048449516490936546,0.6217267776741551,0.6679198053377524,0.0278299678790558,0.5326530612244897,0.5816326530612245,0.029854569057811812,0.47710770446335404,0.548704750255556,0.04784477678050813,0.6534641363781226,0.7148515205333182,0.030498457363079687,0.488095238095238,0.564625850340136,0.04561502221071681,0.5682285785311338,0.6005030825750637,0.019744930772100853,0.6629989766104067,0.6930191255507459,0.015229739019975246,0.5717687074829932,0.6020408163265306,0.018965444706735578
MULT:Solar Flare,0.7927177171780875,0.8283963885005182,0.02693983340406084,0.5206355769000268,0.7063557690002683,0.06190673070008049,0.8552346570397112,0.8808664259927798,0.01771897645026428,0.7954470769845345,0.8205486266025005,0.024086847664770487,0.5008599101754589,0.508599101754589,0.0025797305263766997,0.8368231046931408,0.855595667870036,0.01759719510029449,0.7927066323738159,0.825072583271548,0.026126882001989673,0.5,0.5,0.0,0.8581227436823105,0.8808664259927798,0.018411552346570402,0.8011058381944274,0.8464793138408444,0.027697877249539492,0.5100299074936765,0.6002990749367647,0.030089722481029414,0.851624548736462,0.8844765342960289,0.021385131003061227,0.7895777287425655,0.8276863762223546,0.025634056201994264,0.5005498825321606,0.5054988253216064,0.001649647596481918,0.8400722021660648,0.8736462093862816,0.020232716634226777
MULT:Wine,0.922722153472573,0.9713497536945813,0.041269945643060205,0.9596950332742095,0.9954467754467754,0.03625399212381953,0.9228571428571429,0.9714285714285714,0.042474482135195724,0.9135376005580287,0.9710052910052911,0.031607848541201036,0.9344852983379871,0.9715909090909092,0.023277837143285594,0.9142857142857144,0.9714285714285714,0.031298431857438073,0.8909715180979262,0.9717398070339247,0.05530827054122213,0.9267609897024466,0.9819223985890653,0.036418846324171215,0.8914285714285712,0.9714285714285714,0.05540205551332947,0.8466187438267883,0.9132014990454191,0.04643601094410038,0.950740798848176,0.9891475483580746,0.023161592177952613,0.8485714285714285,0.9142857142857143,0.044354784846457176,0.8556346260407455,0.8833594976452119,0.01824677022318846,0.8900862489842277,0.914191518358185,0.01806153080515321,0.8571428571428571,0.8857142857142857,0.018070158058104996
MULT:Zoo,0.9463137254901959,1.0,0.053872976322593066,0.5962436729077596,0.9863199665831245,0.19250086640788663,0.95,1.0,0.049999999999999996,0.9698571428571426,1.0,0.050058944846887034,0.6,1.0,0.2,0.97,1.0,0.050990195135927854,0.849633991008991,1.0,0.10047547623502867,0.569172932330827,0.924812030075188,0.1427799554037702,0.875,1.0,0.08732124598286489,,,,,,,,,,0.9292499999999999,1.0,0.08717362275674416,0.5943619553084392,1.0,0.18914452722256508,0.9349999999999999,1.0,0.08077747210701755
MULT:Lymphography,0.769403334488634,0.8620689655172413,0.049650493425964566,0.5155029461279461,0.6550294612794613,0.04650883838383838,0.7758620689655171,0.8620689655172413,0.04152273992686998,0.7238550213371779,0.8973227671878345,0.07484008646964423,0.507790404040404,0.5779040404040403,0.02337121212121209,0.7379310344827587,0.896551724137931,0.06578891044254798,0.7395763708166918,0.8954866196245507,0.07073629519119375,0.5111489898989899,0.6114898989898989,0.03344696969696967,0.7551724137931035,0.896551724137931,0.06441910928368759,,,,,,,,,,0.8243262711378525,1.0,0.1019707355738044,0.5161056998556999,0.6610569985569986,0.048317099567099585,0.8344827586206897,1.0,0.09354937907758991
MULT:Segment,0.9429758784733993,0.9581726151431674,0.009002669124932836,0.9900216617944902,0.992996637512584,0.0020021536261467807,0.9432900432900432,0.9588744588744589,0.009018470413852673,0.9664926314465772,0.9766123840691913,0.005245662987876789,0.9803499799555879,0.9861118475641603,0.003241650846834533,0.9664502164502163,0.9761904761904762,0.005144962910824556,0.7699666293317232,0.8549699670810503,0.048953627499377615,0.874289703574018,0.9172265280682107,0.024178487868164227,0.7904761904761904,0.8593073593073594,0.038425857719530554,,,,,,,,,,0.8095432987357718,0.8309808441910514,0.013352828635614966,0.8885877143446332,0.8984089189178279,0.007653927222300663,0.8127705627705628,0.8333333333333334,0.01345652038300396
MULT:Dermatology,0.9341572626393514,0.9607484464586122,0.031548116029651435,0.991385213854279,1.0,0.006469185173570489,0.9342465753424657,0.958904109589041,0.030508297878520656,0.9652185449301689,0.986876942557845,0.02272777655341239,0.9643313478017715,0.9934895833333334,0.025821819843182423,0.9657534246575341,0.9863013698630136,0.022299754241232452,0.8938485562203431,1.0,0.10172252600271049,0.9281547432243711,1.0,0.05420846176132522,0.9027397260273972,1.0,0.08929363554921786,,,,,,,,,,0.9290313625612605,0.9732089855738748,0.026324661347736773,0.9416962972992785,0.9825396825396826,0.027746860571013412,0.9287671232876713,0.9726027397260274,0.02584652364947014
MULT:Landsat,0.8523254311397805,0.864576778086246,0.0075259194658386765,0.9681537267088807,0.976379345134074,0.003525131085913684,0.8557886557886558,0.8686868686868687,0.00772481026985958,0.8558670390704732,0.8713204225587017,0.00773407391736045,0.9001099507965676,0.9112751152222719,0.006404554855289412,0.857109557109557,0.8725718725718725,0.007366770550829047,0.6743675656549979,0.7616512786931255,0.04094033894785907,0.7876350616266563,0.8365198155065346,0.02219583701028696,0.7300699300699302,0.7668997668997669,0.020306941692518586,,,,,,,,,,0.8080584800085333,0.8163378658305159,0.005966715224843149,0.8664578619548683,0.8722280439759023,0.005051024000909754,0.8143745143745145,0.8236208236208237,0.006373774835995602
MULT:Annealing,0.9702479519240598,0.9906658680243585,0.014014501552792609,0.8880351358867351,0.99308697562047,0.1940995648244149,0.9729559748427674,0.9874213836477987,0.011268221929037052,0.9726998009442547,0.9906011132426227,0.01110508279989783,0.8311311600227761,0.9833263778158363,0.1688076140549636,0.9748427672955977,0.9874213836477987,0.00795541549727894,0.8207789522152534,0.9264150943396227,0.09144903879232143,0.6399646179239642,0.762182151086241,0.10102506103098047,0.8641509433962267,0.9371069182389937,0.06201908445595495,,,,,,,,,,0.9852357819328688,0.9942443300933868,0.007199564253900899,0.8686710116702834,0.9983583583583584,0.1861846731258168,0.9855345911949686,0.9937106918238994,0.006320676491270999
MULT:Splice,0.8831051090662733,0.9007746421600522,0.010538940760642395,0.9603808608270595,0.9707661479719016,0.005373179698949058,0.8815047021943574,0.8996865203761756,0.011131837557720813,0.9176614534546319,0.9312810194302967,0.006368419916952191,0.9364087822278714,0.9477457363796254,0.0057396513875579295,0.9172413793103449,0.9310344827586207,0.006454940527264573,0.6666129701466919,0.8102593796185418,0.06647979770163304,0.7590132576918267,0.8534551981767344,0.048074326604034934,0.7051724137931034,0.8072100313479624,0.05135447844103481,,,,,,,,,,0.9230791790949716,0.9442045748135889,0.01521955009626159,0.9430411429438271,0.9594572047722231,0.012146737425259917,0.9221003134796237,0.9435736677115988,0.01540601663034356
MEAN,0.8396467175212188,0.8891447334321757,0.03278969102441413,0.8219365625276848,0.9090646824532358,0.05751615980053366,0.8495183067668938,0.8944514307940556,0.030302896054924016,0.8570740046647758,0.900217284186483,0.028023212275720858,0.7961173876101281,0.8688948142938573,0.04813109637484358,0.8613598294545387,0.9021518580591413,0.027078361636614194,0.7505138479725311,0.8500768312279608,0.0647283068125167,0.7099953752759971,0.7937970790282515,0.04826973022966246,0.7806819631838967,0.8629850142783565,0.05318942267743483,0.7437108007103619,0.8047951676329225,0.04340989899917156,0.802868581481993,0.869748271552084,0.04796428238487325,0.7618637849866049,0.8230087109669528,0.04093294930134186,0.8184541463814314,0.8735226997720515,0.03585590726231872,0.7628998891855855,0.8452029089413065,0.05061221612569248,0.8279534728691412,0.8811087193391695,0.03420153208342765
COUNT,2.0,3.0,0.0,8.0,8.0,3.0,3.0,4.0,0.0,6.0,5.0,0.0,2.0,1.0,1.0,5.0,6.0,0.0,0.0,3.0,12.0,0.0,1.0,7.0,1.0,3.0,10.0,2.0,2.0,1.0,3.0,3.0,2.0,1.0,2.0,3.0,4.0,5.0,1.0,1.0,4.0,1.0,4.0,6.0,1.0
MEAN RECIPROCAL RANK,0.5119047619047619,0.5238095238095238,0.2132913436567728,0.7857142857142857,0.7738095238095237,0.24743582965269675,0.5714285714285714,0.5595238095238095,0.23328473740792172,0.6845238095238094,0.6214285714285716,0.2820323271543365,0.4583333333333333,0.3928571428571428,0.23305680893395114,0.6154761904761905,0.6690476190476191,0.30135041866559936,0.25476190476190474,0.42738095238095236,0.036421567954234166,0.2380952380952381,0.3095238095238096,0.03531523089093172,0.3083333333333333,0.4964285714285714,0.1952562418976663,0.4904761904761905,0.46190476190476193,0.3374574803147919,0.6547619047619049,0.6666666666666666,0.30998134681646516,0.41904761904761917,0.46190476190476193,0.2677698270382771,0.4869047619047619,0.5583333333333333,0.32776168337442274,0.3738095238095238,0.48095238095238096,0.2014544619182146,0.49047619047619045,0.5999999999999999,0.32487569574696534
