,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,0.9544668922240442,0.9777777777777777,0.013501649062590661,0.9818252331341817,0.9970146091003791,0.00788299666721479,0.9544444444444444,0.9777777777777777,0.013562839573037442,0.9958323380188782,1.0,0.004167662809946443,0.9968567783253723,1.0,0.0031452814341885247,0.9958333333333333,1.0,0.004166666666666652,0.9491465405643311,0.9666452991452992,0.013549818126704718,0.962073212077032,0.975609756097561,0.010268260132462022,0.9491666666666667,0.9666666666666667,0.013667682889047265,0.9599886511154565,0.9888669858255891,0.014230599688567493,0.9951196067971736,0.9981341306877369,0.002668431716837076,0.96,0.9888888888888889,0.014229164972073006,0.9958312540272024,1.0,0.004168746275688939,0.9968108027045057,1.0,0.0031911452640350094,0.9958333333333333,1.0,0.004166666666666652
MULT:Balance Scale,0.7766073699296202,0.8049445467567016,0.027022354720854666,0.8387028745927176,0.8793840203923068,0.021582506364141496,0.8077333333333334,0.8373333333333334,0.027258760059841333,0.8380611243813387,0.8500406331890203,0.00982869450916151,0.7846050354824368,0.8000588851555296,0.011403155803322488,0.8562,0.87,0.0071805292284065035,0.762730303866361,0.781634210662392,0.014338327642344686,0.7215165824236,0.7334161925313718,0.009611176220909743,0.7934,0.812,0.014506550244630885,0.8079025895408737,0.8315529347529347,0.018079934145567692,0.9299609150423693,0.9482423034069146,0.012108669154569823,0.8333333333333334,0.8533333333333334,0.01757776373085547,0.7680973150823303,0.7852553257178141,0.007497455095279352,0.7269020929161821,0.7330368397051767,0.0039060765508758043,0.7964000000000001,0.814,0.007255342858886802
MULT:Car,0.7883739403805766,0.8060020404370225,0.008943561544096097,0.9089735934412726,0.9244235781546971,0.014205457064221738,0.810019267822736,0.8265895953757225,0.010906336568851564,0.8563588317648119,0.8643806390504348,0.0074466831838276674,0.8079496223322968,0.8145251176997905,0.003970534861655019,0.868763557483731,0.8778018799710774,0.007605951101638315,0.7365368566609357,0.742567330438936,0.003942111990902478,0.6143450322596465,0.619480589763937,0.003080460336842303,0.7708604483007954,0.7758496023138105,0.003621830740815095,0.7252035147065634,0.771787134654549,0.03604891227626503,0.8887967299725714,0.9235489648852417,0.03348326632004212,0.7464354527938342,0.791907514450867,0.031603928406647684,0.8384130274718963,0.8511378147353048,0.007063388886027682,0.7627210634469326,0.7813477978213632,0.02097259590059769,0.8493853940708604,0.8604483007953724,0.004302697193582607
MULT:Glass,0.5686123175689786,0.671882565649534,0.07029968406805838,0.8434264041273071,0.8961719808885844,0.0401654668560077,0.623076923076923,0.7076923076923077,0.04729361891981354,0.8402191045700471,0.8765304528677239,0.02083655746757089,0.8879578589978705,0.9274328015661087,0.018213136131939086,0.8436046511627907,0.877906976744186,0.020047604243682165,0.631427261267236,0.7162404585820784,0.04779419506933974,0.711726559412831,0.8071915357365752,0.045668657670460765,0.6773255813953488,0.7209302325581395,0.029559822834618978,0.8025934932039005,0.9140047612549093,0.0668892981975565,0.9659694806350633,0.9952210956846507,0.01662916124712313,0.8161538461538461,0.9153846153846154,0.062440504226402085,0.7853721178958702,0.8015958779179082,0.010927030228734903,0.8315627543052362,0.851765002266673,0.015439870970140863,0.797674418604651,0.813953488372093,0.009302325581395366
MULT:Contraceptive,0.548596653059742,0.5667407327253281,0.0126891320149846,0.7161510545236178,0.7328945900944676,0.01040666512148594,0.5543502824858757,0.5728813559322034,0.011917556495760623,0.5841193025195521,0.5956039096686239,0.0061354649119514425,0.6740659750817293,0.6851165953528566,0.0066827103496506345,0.5871077184054283,0.5979643765903307,0.005849343392558659,0.49158177098982403,0.5441544695443776,0.0427861911180793,0.6106648723341251,0.638347747349704,0.02372245039078678,0.5319762510602206,0.5597964376590331,0.015812520049353972,0.5554466481458318,0.5819318853444319,0.023618419167015677,0.739477623423341,0.7608870494487422,0.01580525076993477,0.5636158192090395,0.5864406779661017,0.020356552361380405,0.5851082818118996,0.5917394916948929,0.0042996080550847995,0.6738308701517829,0.6780680897263722,0.003779926690328109,0.5885496183206107,0.5954198473282443,0.004248508833373425
MULT:Solar Flare,0.7656037672922267,0.7940959936789151,0.015191477460980487,0.5680471864610261,0.7079575763877662,0.0866371960222061,0.8370059880239522,0.8502994011976048,0.009001177209156205,0.7827786710507066,0.7999563844252798,0.011364368298519138,0.5117192516786642,0.5432622657170736,0.012862292851966434,0.8456834532374101,0.8570143884892086,0.0064120659963942065,0.7659749243907554,0.7770099402464397,0.00646313205496644,0.5,0.5,0.0,0.8392985611510791,0.8471223021582733,0.004586330935251771,0.7923383198964752,0.820077691582534,0.01799195384527922,0.6313651051217638,0.8699910231202928,0.16316696515055626,0.8480239520958085,0.8658682634730539,0.010542323893021247,0.804224986801058,0.81559817297677,0.0063830281906197455,0.5308065628303339,0.5971359434083765,0.026790461473242114,0.8540467625899281,0.8615107913669064,0.0044430285349048885
MULT:Wine,0.9647714318550538,1.0,0.02408209806616415,0.9826112710822846,1.0,0.0123437560929456,0.9648148148148147,1.0,0.02407407407407407,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.9529196409534306,0.9790846111701726,0.012326637572568529,0.9668191154300771,0.9825977659737251,0.007665027832104932,0.953146853146853,0.9790209790209791,0.012132413687340887,0.9981500335436275,1.0,0.0036999340398917407,0.9999878655502974,1.0,3.640334910811616e-05,0.9981481481481481,1.0,0.0037037037037037203,0.9762745479196286,0.9859665637922361,0.004583295656449322,0.9839183179650777,0.9906954190610953,0.0031085995483984986,0.9762237762237762,0.986013986013986,0.004638636070427173
MULT:Zoo,0.9077479897376775,1.0,0.05820646748427092,0.9849831632528451,1.0,0.01120076034210632,0.9278688524590164,1.0,0.040950806546874746,0.9676450223471781,0.9873315581376584,0.009570318933967037,0.9597569143012556,0.9847358121330725,0.017283569805268136,0.9691358024691358,0.9876543209876543,0.008281733249999233,0.853175402294454,0.9654320987654321,0.045479886430489135,0.8400950063104069,0.9267161410018553,0.03678700147634088,0.8839506172839506,0.9753086419753086,0.03412413570638335,,,,,,,,,,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0
MULT:Lymphography,0.8037250761804847,0.873233014135887,0.02897570819035852,0.8149845065427744,0.951205923151616,0.1673628025077418,0.8122222222222222,0.8777777777777778,0.029165343885348187,0.9380607757002579,0.9577440273286957,0.016616275728003244,0.8903039677912474,0.9759834341538034,0.1357807170302615,0.9394957983193277,0.957983193277311,0.01629472220980277,0.8068998618266561,0.8621005696342043,0.0328599312993792,0.6848344854273513,0.8099021226959107,0.08556951269422812,0.8201680672268907,0.865546218487395,0.026626856332361098,,,,,,,,,,0.9693954973905206,0.9818795583501466,0.008186742515585687,0.8967974413666931,0.9870958165875046,0.13359829616675892,0.9714285714285713,0.9831932773109243,0.006722689075630228
MULT:Segment,0.8348333606204477,0.8721995477829427,0.02407996604231164,0.9665252313363217,0.9789375350857156,0.007051327153567084,0.8383838383838382,0.8701298701298701,0.022101959017080276,0.7915454768009179,0.812056645286617,0.015631547733143767,0.9005041119940662,0.9028336947655947,0.0014586347646448302,0.8283008658008658,0.8322510822510822,0.0034989530650058973,0.7288599209728038,0.8393202186433835,0.0637030899226372,0.8606235240622503,0.9093441008702169,0.026476760807002578,0.7602813852813853,0.8430735930735931,0.045644187983834086,,,,,,,,,,0.7987368983772228,0.8038880441404487,0.0036037486576819358,0.8841797926738192,0.8872231353938432,0.001902635279792278,0.8007034632034632,0.8057359307359307,0.003300865800865808
MULT:Dermatology,0.9090751520673093,0.949817818237486,0.03934676635246089,0.9799906215550853,0.9891682105898679,0.007264649384734104,0.9127272727272728,0.95,0.03442562950683908,0.9593546628250929,0.9692526711095577,0.005943486604185525,0.9728901034413908,0.9796403067809555,0.004056375652831933,0.9590443686006827,0.9692832764505119,0.006105305058019914,0.8688061923144843,0.9492515310395482,0.08306280684330786,0.9073578645599575,0.9685430666908655,0.0647450157095074,0.8887372013651877,0.9488054607508533,0.056416289340433766,,,,,,,,,,0.9603879728968476,0.9690846158422951,0.004703501081157421,0.9723503431958562,0.9769500412395429,0.0028338792330333427,0.9600682593856653,0.9692832764505119,0.004838719071248417
MULT:Landsat,0.809205340286139,0.8329347816527771,0.020573187233939663,0.9560323204352905,0.9606041355201115,0.004294761487656351,0.8193214193214194,0.833980833980834,0.010818772857009952,0.8339063435551708,0.8537880674312499,0.007781984850874833,0.877897636132888,0.8955825225470742,0.006612666500198408,0.8384421134421134,0.8543123543123543,0.006245105982550126,0.7085188839270863,0.7537819661145643,0.039490276089403344,0.804224207995856,0.8345351124219785,0.022728087901977372,0.747008547008547,0.7781662781662781,0.026437472846354705,,,,,,,,,,0.8164767304587233,0.8208755008250133,0.002699571259325995,0.8710606250442903,0.8776693583791628,0.0030025671256603994,0.8230380730380731,0.8257575757575758,0.0017001053991484972
MULT:Annealing,0.9517487549550001,0.9718414148794223,0.014428653141765762,0.9722315315641017,0.9907037544028828,0.01847636878673501,0.9574999999999999,0.975,0.011531960419248375,0.987043770955931,0.9946216460878203,0.004161590607208871,0.9478007540132574,0.9985527586428894,0.032889620323266096,0.9876369327073553,0.9937402190923318,0.003798015993587365,0.8141576126077327,0.9053284781709301,0.07096222953913525,0.6704476826928941,0.7859401992461217,0.07992007446521689,0.8618153364632237,0.9295774647887324,0.04897078455232777,,,,,,,,,,0.9956982042220772,0.9985010067091962,0.0012198593744763343,0.9794752865000291,0.9985264818196912,0.010092663312868283,0.9957746478873238,0.9984350547730829,0.0012222612951340351
MULT:Splice,0.8217679468131458,0.8449491935833182,0.020202728505027714,0.9311524044135254,0.9396129291575294,0.008237530042782017,0.8207941483803551,0.8432601880877743,0.019003692246053517,0.9057856113509308,0.9115638978614365,0.0027312862037443546,0.9301646021159605,0.9358475275997545,0.002465288734844583,0.9043887147335423,0.9102664576802508,0.002841922314180069,0.7098060884478923,0.8287940669210216,0.07427064880868417,0.7822461933653605,0.8701621172267391,0.04703851922241608,0.7423981191222571,0.825626959247649,0.04710194344114501,,,,,,,,,,0.924688798174184,0.9294647167043968,0.0029567657096217508,0.9444996257408487,0.9480765639554933,0.0022359201064634697,0.9238244514106583,0.9286833855799373,0.0030159688722404218
MEAN,0.8146525709264605,0.8547442448069368,0.026967388134847437,0.888974099747311,0.924862774494709,0.02979373170668186,0.8314473433925859,0.865908745806086,0.02228660909849921,0.877193645417201,0.8909193237460084,0.00872970870300748,0.8673194722634596,0.8888265515796074,0.018344570303145548,0.8874026649782655,0.8990127518461641,0.007023422750177991,0.7700386615059988,0.8293818035056272,0.039359234464853,0.7597838813108134,0.8115561748290402,0.033091500347161136,0.8013952596766004,0.8448207740619077,0.027086344398849903,0.805946178593247,0.8440316276307068,0.02579415019430619,0.8786681895060828,0.928003509604797,0.03484259252973876,0.8236729359620014,0.8574033276424087,0.022921991613440513,0.8727646880378186,0.8810704778147445,0.0048780529275524185,0.8610653984886848,0.8791136063831638,0.016489616973013915,0.8809250549640654,0.8887453510346118,0.004225558232393166
COUNT,1.0,3.0,4.0,4.0,6.0,3.0,1.0,3.0,4.0,6.0,7.0,0.0,2.0,3.0,0.0,6.0,7.0,0.0,0.0,0.0,7.0,0.0,0.0,9.0,0.0,0.0,5.0,0.0,3.0,3.0,4.0,5.0,2.0,0.0,3.0,5.0,7.0,5.0,0.0,4.0,4.0,0.0,8.0,6.0,0.0
MEAN RECIPROCAL RANK,0.33809523809523806,0.4607142857142856,0.19038688382575053,0.5833333333333334,0.6607142857142858,0.27817432013209337,0.33809523809523806,0.4607142857142856,0.19038688382575053,0.6904761904761905,0.7142857142857143,0.27355060221609656,0.4821428571428571,0.5178571428571428,0.22751803397162373,0.7023809523809523,0.7142857142857143,0.26109181189834896,0.24166666666666667,0.24642857142857144,0.033776811807407395,0.225,0.24642857142857144,0.024999999999999994,0.24166666666666667,0.24642857142857144,0.033776811807407395,0.40952380952380946,0.6309523809523808,0.1122840583100152,0.7619047619047619,0.8333333333333333,0.2796985743921602,0.40952380952380946,0.6309523809523808,0.1122840583100152,0.7083333333333333,0.6011904761904763,0.3000495990744895,0.5119047619047618,0.4964285714285714,0.31474533491434015,0.7321428571428571,0.636904761904762,0.31525149230631816
