,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,0.9966750208855473,1.0,0.009974937343358392,0.9984886458570669,1.0,0.004534062428799224,0.9966666666666667,1.0,0.009999999999999998,0.9958323380188782,1.0,0.004167662809946443,0.9968567783253723,1.0,0.0031452814341885247,0.9958333333333333,1.0,0.004166666666666652,0.9491465405643311,0.9666452991452992,0.013549818126704718,0.962073212077032,0.975609756097561,0.010268260132462022,0.9491666666666667,0.9666666666666667,0.013667682889047265,0.9496412978183046,1.0,0.03430111428940174,0.9937711452889303,1.0,0.01166472251221827,0.95,1.0,0.03415650255319865,0.9958312540272024,1.0,0.004168746275688939,0.9968108027045057,1.0,0.0031911452640350094,0.9958333333333333,1.0,0.004166666666666652
MULT:Balance Scale,0.8190274252483578,0.8428171368861024,0.02083640681702747,0.8681645511566355,0.9119380049174571,0.019495264224551036,0.852,0.872,0.01761817243643618,0.8380611243813387,0.8500406331890203,0.00982869450916151,0.7846050354824368,0.8000588851555296,0.011403155803322488,0.8562,0.87,0.0071805292284065035,0.762730303866361,0.781634210662392,0.014338327642344686,0.7215165824236,0.7334161925313718,0.009611176220909743,0.7934,0.812,0.014506550244630885,0.7878595145480776,0.861099494363232,0.043237434319701326,0.8920385662868678,0.9204312179212666,0.022748715328346682,0.812,0.872,0.0370513157661101,0.7680973150823303,0.7852553257178141,0.007497455095279352,0.7269020929161821,0.7330368397051767,0.0039060765508758043,0.7964000000000001,0.814,0.007255342858886802
MULT:Car,0.7906551881828584,0.8128339031089294,0.01781902462250683,0.9177817460382778,0.9402264030766977,0.01572866495190141,0.8142028985507247,0.8376811594202899,0.022949859961527597,0.8563588317648119,0.8643806390504348,0.0074466831838276674,0.8079496223322968,0.8145251176997905,0.003970534861655019,0.868763557483731,0.8778018799710774,0.007605951101638315,0.7365368566609357,0.742567330438936,0.003942111990902478,0.6143450322596465,0.619480589763937,0.003080460336842303,0.7708604483007954,0.7758496023138105,0.003621830740815095,0.7088310624379455,0.7755079301487916,0.04417181671485842,0.882842293514533,0.9151583066327112,0.031013098768704304,0.7321739130434782,0.8,0.04464520922780325,0.8384130274718963,0.8511378147353048,0.007063388886027682,0.7627210634469326,0.7813477978213632,0.02097259590059769,0.8493853940708604,0.8604483007953724,0.004302697193582607
MULT:Glass,0.5608291488120785,0.6651785714285714,0.0878379582996532,0.7351471913840005,0.8922261996186727,0.1580068078281169,0.6214285714285714,0.7142857142857143,0.0633977474080683,0.8402191045700471,0.8765304528677239,0.02083655746757089,0.8879578589978705,0.9274328015661087,0.018213136131939086,0.8436046511627907,0.877906976744186,0.020047604243682165,0.631427261267236,0.7162404585820784,0.04779419506933974,0.711726559412831,0.8071915357365752,0.045668657670460765,0.6773255813953488,0.7209302325581395,0.029559822834618978,0.6591972284383157,0.8521322507497622,0.11343775394353132,0.7648855508761383,0.9640425377468059,0.18030450040817572,0.6785714285714286,0.8571428571428571,0.1138135085973059,0.7853721178958702,0.8015958779179082,0.010927030228734903,0.8315627543052362,0.851765002266673,0.015439870970140863,0.797674418604651,0.813953488372093,0.009302325581395366
MULT:Contraceptive,0.5640787062654194,0.6149294126252651,0.032488044368256405,0.7284098540819356,0.7501669958218007,0.01883408351772045,0.569047619047619,0.6156462585034014,0.029063227656508813,0.5841193025195521,0.5956039096686239,0.0061354649119514425,0.6740659750817293,0.6851165953528566,0.0066827103496506345,0.5871077184054283,0.5979643765903307,0.005849343392558659,0.49158177098982403,0.5441544695443776,0.0427861911180793,0.6106648723341251,0.638347747349704,0.02372245039078678,0.5319762510602206,0.5597964376590331,0.015812520049353972,0.4716427002657177,0.5351160064058816,0.037965196251271344,0.6460062296425171,0.6879846424896207,0.02699067382498918,0.47857142857142854,0.5476190476190477,0.035998223433007535,0.5851082818118996,0.5917394916948929,0.0042996080550847995,0.6738308701517829,0.6780680897263722,0.003779926690328109,0.5885496183206107,0.5954198473282443,0.004248508833373425
MULT:Solar Flare,0.7822128169714707,0.825072583271548,0.023590237449304618,0.5,0.5,0.0,0.8487364620938628,0.8808664259927798,0.016019283561251832,0.7827786710507066,0.7999563844252798,0.011364368298519138,0.5117192516786642,0.5432622657170736,0.012862292851966434,0.8456834532374101,0.8570143884892086,0.0064120659963942065,0.7659749243907554,0.7770099402464397,0.00646313205496644,0.5,0.5,0.0,0.8392985611510791,0.8471223021582733,0.004586330935251771,0.7788841668841551,0.8313177719030993,0.026492883316983185,0.5,0.5,0.0,0.8346570397111913,0.8808664259927798,0.02218381443427757,0.804224986801058,0.81559817297677,0.0063830281906197455,0.5308065628303339,0.5971359434083765,0.026790461473242114,0.8540467625899281,0.8615107913669064,0.0044430285349048885
MULT:Wine,0.9942814814814815,1.0,0.011437040953398522,0.9997668997668997,1.0,0.000699300699300709,0.9942857142857143,1.0,0.011428571428571432,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.9529196409534306,0.9790846111701726,0.012326637572568529,0.9668191154300771,0.9825977659737251,0.007665027832104932,0.953146853146853,0.9790209790209791,0.012132413687340887,0.8964102119529045,0.9428571428571428,0.03898575009899668,0.9738993274983045,0.9912113104287018,0.018273456190281746,0.8971428571428571,0.9428571428571428,0.03875617133214436,0.9762745479196286,0.9859665637922361,0.004583295656449322,0.9839183179650777,0.9906954190610953,0.0031085995483984986,0.9762237762237762,0.986013986013986,0.004638636070427173
MULT:Zoo,0.9394285714285713,1.0,0.08206319118178854,0.5476441102756893,0.9764411027568922,0.14293233082706766,0.945,1.0,0.0722841614740048,0.9676450223471781,0.9873315581376584,0.009570318933967037,0.9597569143012556,0.9847358121330725,0.017283569805268136,0.9691358024691358,0.9876543209876543,0.008281733249999233,0.853175402294454,0.9654320987654321,0.045479886430489135,0.8400950063104069,0.9267161410018553,0.03678700147634088,0.8839506172839506,0.9753086419753086,0.03412413570638335,,,,,,,,,,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0
MULT:Lymphography,0.8785098762450219,1.0,0.06901284327317453,0.5455719627594627,0.9557196275946275,0.13671588827838826,0.8896551724137931,1.0,0.059326381152018125,0.9380607757002579,0.9577440273286957,0.016616275728003244,0.8903039677912474,0.9759834341538034,0.1357807170302615,0.9394957983193277,0.957983193277311,0.01629472220980277,0.8068998618266561,0.8621005696342043,0.0328599312993792,0.6848344854273513,0.8099021226959107,0.08556951269422812,0.8201680672268907,0.865546218487395,0.026626856332361098,,,,,,,,,,0.9693954973905206,0.9818795583501466,0.008186742515585687,0.8967974413666931,0.9870958165875046,0.13359829616675892,0.9714285714285713,0.9831932773109243,0.006722689075630228
MULT:Segment,0.835557112609818,0.8732862301519713,0.02596480178615683,0.9669404903430546,0.9818836055410648,0.007066711450516735,0.8398268398268398,0.8722943722943723,0.02186040029948503,0.7915454768009179,0.812056645286617,0.015631547733143767,0.9005041119940662,0.9028336947655947,0.0014586347646448302,0.8283008658008658,0.8322510822510822,0.0034989530650058973,0.7288599209728038,0.8393202186433835,0.0637030899226372,0.8606235240622503,0.9093441008702169,0.026476760807002578,0.7602813852813853,0.8430735930735931,0.045644187983834086,,,,,,,,,,0.7987368983772228,0.8038880441404487,0.0036037486576819358,0.8841797926738192,0.8872231353938432,0.001902635279792278,0.8007034632034632,0.8057359307359307,0.003300865800865808
MULT:Dermatology,0.9573999741502496,0.9863781128889914,0.030802901036861723,0.9912312153231678,0.9978441597963813,0.00609017076838356,0.9602739726027398,0.9863013698630136,0.024847064585228847,0.9593546628250929,0.9692526711095577,0.005943486604185525,0.9728901034413908,0.9796403067809555,0.004056375652831933,0.9590443686006827,0.9692832764505119,0.006105305058019914,0.8688061923144843,0.9492515310395482,0.08306280684330786,0.9073578645599575,0.9685430666908655,0.0647450157095074,0.8887372013651877,0.9488054607508533,0.056416289340433766,,,,,,,,,,0.9603879728968476,0.9690846158422951,0.004703501081157421,0.9723503431958562,0.9769500412395429,0.0028338792330333427,0.9600682593856653,0.9692832764505119,0.004838719071248417
MULT:Landsat,0.8176011595725894,0.8420618649404066,0.019440522886400424,0.9603644308903656,0.9675252251316544,0.005621580014682682,0.8273504273504274,0.8430458430458431,0.011312234738246088,0.8339063435551708,0.8537880674312499,0.007781984850874833,0.877897636132888,0.8955825225470742,0.006612666500198408,0.8384421134421134,0.8543123543123543,0.006245105982550126,0.7085188839270863,0.7537819661145643,0.039490276089403344,0.804224207995856,0.8345351124219785,0.022728087901977372,0.747008547008547,0.7781662781662781,0.026437472846354705,,,,,,,,,,0.8164767304587233,0.8208755008250133,0.002699571259325995,0.8710606250442903,0.8776693583791628,0.0030025671256603994,0.8230380730380731,0.8257575757575758,0.0017001053991484972
MULT:Annealing,0.9389474362827201,1.0,0.04060357926877116,0.8782907395995633,0.9925151616737269,0.18953489426864964,0.9484276729559749,1.0,0.03179679159689191,0.987043770955931,0.9946216460878203,0.004161590607208871,0.9478007540132574,0.9985527586428894,0.032889620323266096,0.9876369327073553,0.9937402190923318,0.003798015993587365,0.8141576126077327,0.9053284781709301,0.07096222953913525,0.6704476826928941,0.7859401992461217,0.07992007446521689,0.8618153364632237,0.9295774647887324,0.04897078455232777,,,,,,,,,,0.9956982042220772,0.9985010067091962,0.0012198593744763343,0.9794752865000291,0.9985264818196912,0.010092663312868283,0.9957746478873238,0.9984350547730829,0.0012222612951340351
MULT:Splice,0.8249896856868698,0.8686217083521734,0.03080458006497994,0.9304556175834524,0.9514917745927326,0.011573651050107414,0.823667711598746,0.8667711598746082,0.030127088049482147,0.9057856113509308,0.9115638978614365,0.0027312862037443546,0.9301646021159605,0.9358475275997545,0.002465288734844583,0.9043887147335423,0.9102664576802508,0.002841922314180069,0.7098060884478923,0.8287940669210216,0.07427064880868417,0.7822461933653605,0.8701621172267391,0.04703851922241608,0.7423981191222571,0.825626959247649,0.04710194344114501,,,,,,,,,,0.924688798174184,0.9294647167043968,0.0029567657096217508,0.9444996257408487,0.9480765639554933,0.0022359201064634697,0.9238244514106583,0.9286833855799373,0.0030159688722404218
MEAN,0.8357281145587895,0.8807985374038542,0.03590543352511705,0.8263041039328265,0.9155698757515504,0.051202386450584704,0.8521835520586915,0.8920637359485731,0.030145070310551508,0.877193645417201,0.8909193237460084,0.00872970870300748,0.8673194722634596,0.8888265515796074,0.018344570303145548,0.8874026649782655,0.8990127518461641,0.007023422750177991,0.7700386615059988,0.8293818035056272,0.039359234464853,0.7597838813108134,0.8115561748290402,0.033091500347161136,0.8013952596766004,0.8448207740619077,0.027086344398849903,0.7503523117636315,0.8282900852039871,0.048370278419249145,0.8076347304438987,0.8541182878884437,0.04157073814753084,0.7690166667200549,0.8429264962302611,0.046657820763406764,0.8727646880378186,0.8810704778147445,0.0048780529275524185,0.8610653984886848,0.8791136063831638,0.016489616973013915,0.8809250549640654,0.8887453510346118,0.004225558232393166
COUNT,2.0,8.0,2.0,6.0,8.0,3.0,3.0,10.0,2.0,5.0,5.0,0.0,2.0,3.0,0.0,5.0,5.0,0.0,0.0,0.0,6.0,0.0,0.0,4.0,0.0,0.0,5.0,0.0,3.0,6.0,1.0,3.0,6.0,0.0,3.0,7.0,7.0,3.0,0.0,5.0,4.0,1.0,6.0,3.0,0.0
MEAN RECIPROCAL RANK,0.45476190476190476,0.7285714285714286,0.2365785023097028,0.6369047619047619,0.7261904761904762,0.32520924713446986,0.5142857142857142,0.8119047619047619,0.2677698270382771,0.6666666666666666,0.613095238095238,0.2519763153394849,0.5357142857142857,0.5476190476190476,0.20097551209683495,0.6547619047619048,0.601190476190476,0.2632540998511426,0.23928571428571427,0.25357142857142856,0.020516295166207243,0.2464285714285714,0.25595238095238093,0.050465519986253905,0.24285714285714285,0.25357142857142856,0.01749635530559412,0.2523809523809523,0.5928571428571429,0.055225778594015236,0.4166666666666667,0.6666666666666666,0.25197631533948484,0.2452380952380952,0.5928571428571429,0.05822390124113087,0.6964285714285714,0.5,0.31117918149066026,0.5714285714285714,0.5083333333333333,0.3240632759241952,0.6607142857142857,0.511904761904762,0.3028703388859179
