,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,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.9640893676532098,0.9833279914529915,0.009179945968214722,0.9729755209855442,0.9875514403292182,0.006801412551387846,0.9641666666666667,0.9833333333333333,0.009166666666666651,0.9385272691039044,0.9583240870969422,0.013108104078731595,0.9535972553527815,0.9694350108058042,0.010298093514919976,0.9383333333333332,0.9583333333333334,0.013017082793177766,0.9496412978183046,1.0,0.03430111428940174,0.9937711452889303,1.0,0.01166472251221827,0.95,1.0,0.03415650255319865,0.9958312540272024,1.0,0.004168746275688939,0.9968108027045057,1.0,0.0031911452640350094,0.9958333333333333,1.0,0.004166666666666652
MULT:Balance Scale,0.8416610084382514,0.8742133128448697,0.020594235087989538,0.8913372647469494,0.9325756393425566,0.03406319137405147,0.8704000000000001,0.888,0.013763720427268216,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.7782632572203759,0.8097148864440102,0.017360856670318173,0.732975850332145,0.7584913330849864,0.01231656152546343,0.8082,0.836,0.016036209028320855,0.7878595145480776,0.861099494363232,0.043237434319701326,0.8920385662868678,0.9204312179212666,0.022748715328346682,0.812,0.872,0.0370513157661101,0.7680973150823303,0.7852553257178141,0.007497455095279352,0.7269020929161821,0.7330368397051767,0.0039060765508758043,0.7964000000000001,0.814,0.007255342858886802
MULT:Car,0.8787507273871974,0.9468762832285289,0.033836140664820935,0.958950785607572,0.9903868031916405,0.015060930606994108,0.8852173913043477,0.9449275362318841,0.03196826824107186,0.995259216740618,0.9978378110253501,0.001449260711933316,0.9891411111710029,0.9982583482715119,0.005193004425134674,0.9953000723065799,0.9978308026030369,0.0014187575466629513,0.7200437214512371,0.742567330438936,0.04930576063304541,0.6027733419842131,0.619480589763937,0.03439295941667185,0.7632682574114245,0.7758496023138105,0.02236179620930066,0.7088310624379455,0.7755079301487916,0.04417181671485842,0.882842293514533,0.9151583066327112,0.031013098768704304,0.7321739130434782,0.8,0.04464520922780325,0.8384130274718963,0.8511378147353048,0.007063388886027682,0.7627210634469326,0.7813477978213632,0.02097259590059769,0.8493853940708604,0.8604483007953724,0.004302697193582607
MULT:Glass,0.7412594083739836,0.819047619047619,0.04431353764514601,0.7604119204029361,0.9232159790627531,0.17448142827324734,0.7642857142857142,0.8333333333333334,0.03273268353539885,0.9953150410292458,1.0,0.006323157922571587,0.9962643696363498,1.0,0.005604772401044235,0.9953488372093023,1.0,0.006261819543179667,0.5934160940915433,0.6702786460164991,0.037528289516198216,0.6739493937099209,0.7193879615222721,0.02383567731037838,0.6465116279069768,0.686046511627907,0.025713191148251137,0.6591972284383157,0.8521322507497622,0.11343775394353132,0.7648855508761383,0.9640425377468059,0.18030450040817572,0.6785714285714286,0.8571428571428571,0.1138135085973059,0.7853721178958702,0.8015958779179082,0.010927030228734903,0.8315627543052362,0.851765002266673,0.015439870970140863,0.797674418604651,0.813953488372093,0.009302325581395366
MULT:Contraceptive,0.5586430484430408,0.5922793646263033,0.014835295970818351,0.6842154753947649,0.7185595295550669,0.017566763219261098,0.5625850340136054,0.5986394557823129,0.01762154264896409,0.577582625311839,0.590259144496106,0.008191256030122277,0.6692090044853016,0.6795957880400807,0.007956099047362839,0.5810856658184903,0.5920271416454622,0.006978280974411062,0.5090036981023246,0.5435599218982121,0.03211519354333691,0.6193348836374157,0.6402924139121667,0.0189808211673064,0.5345207803223071,0.5513146734520781,0.01218425429540663,0.4716427002657177,0.5351160064058816,0.037965196251271344,0.6460062296425171,0.6879846424896207,0.02699067382498918,0.47857142857142854,0.5476190476190477,0.035998223433007535,0.5851082818118996,0.5917394916948929,0.0042996080550847995,0.6738308701517829,0.6780680897263722,0.003779926690328109,0.5885496183206107,0.5954198473282443,0.004248508833373425
MULT:Solar Flare,0.7841585475044563,0.8248575780972852,0.022454933799355228,0.5,0.5,0.0,0.8498194945848375,0.8772563176895307,0.015418163540839455,0.8254555527831758,0.8394004902304698,0.007168369608492542,0.5960777756180824,0.6466661913943939,0.05206101812697488,0.8649280575539569,0.8714028776978417,0.00445665888250501,0.7659749243907554,0.7770099402464397,0.00646313205496644,0.5,0.5,0.0,0.8392985611510791,0.8471223021582733,0.004586330935251771,0.7788841668841551,0.8313177719030993,0.026492883316983185,0.5,0.5,0.0,0.8346570397111913,0.8808664259927798,0.02218381443427757,0.804224986801058,0.81559817297677,0.0063830281906197455,0.5308065628303339,0.5971359434083765,0.026790461473242114,0.8540467625899281,0.8615107913669064,0.0044430285349048885
MULT:Wine,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.9465581667109415,0.972027972027972,0.014916332423601443,0.9623640099656272,0.9791498866831484,0.01003425363579667,0.9468531468531468,0.972027972027972,0.014735180073919885,0.8964102119529045,0.9428571428571428,0.03898575009899668,0.9738993274983045,0.9912113104287018,0.018273456190281746,0.8971428571428571,0.9428571428571428,0.03875617133214436,0.9762745479196286,0.9859665637922361,0.004583295656449322,0.9839183179650777,0.9906954190610953,0.0031085995483984986,0.9762237762237762,0.986013986013986,0.004638636070427173
MULT:Zoo,0.9752857142857143,1.0,0.04933225315971349,0.55,1.0,0.15,0.975,1.0,0.04609772228646445,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.8799850691746004,0.9752261455965159,0.06374784749813045,0.8716300067603276,0.9721584806171272,0.06329295502657595,0.9024691358024691,0.9753086419753086,0.04731794542404147,,,,,,,,,,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0
MULT:Lymphography,0.8622989537884068,0.9318796484110885,0.06342517585706525,0.548745004995005,0.98745004995005,0.146235014985015,0.8655172413793103,0.9310344827586207,0.05655592919605767,0.9932388337274218,1.0,0.012451271540405214,0.9461087186082162,1.0,0.14886915180631846,0.9932773109243698,1.0,0.01235036845100761,0.8162684899748957,0.8827459087214475,0.0444800792396546,0.7045338033679055,0.8225956717914438,0.09135058926139225,0.826890756302521,0.8907563025210085,0.041882137123956685,,,,,,,,,,0.9693954973905206,0.9818795583501466,0.008186742515585687,0.8967974413666931,0.9870958165875046,0.13359829616675892,0.9714285714285713,0.9831932773109243,0.006722689075630228
MULT:Segment,0.9586561170198118,0.9650308812775301,0.003870616543514331,0.9926982989222823,0.9953083758332203,0.002286697837341755,0.9588744588744589,0.9653679653679653,0.0037490277220105454,0.9968609909738136,0.9989177190035435,0.0020080326864614366,0.9981755242258055,0.9993764204507068,0.001172004419261219,0.996861471861472,0.9989177489177489,0.0020072767306267628,0.7632403047144248,0.837865809178111,0.04565475465844148,0.8760075721292095,0.9087386431202473,0.018400760338255738,0.7860930735930737,0.8436147186147186,0.0322449531495531,,,,,,,,,,0.7987368983772228,0.8038880441404487,0.0036037486576819358,0.8841797926738192,0.8872231353938432,0.001902635279792278,0.8007034632034632,0.8057359307359307,0.003300865800865808
MULT:Dermatology,0.9931068569136233,1.0,0.009269582974698475,0.9995063052142639,1.0,0.001209191745865333,0.9931506849315068,1.0,0.0091893204554786,0.98806602103587,0.9932084414261565,0.003485831605104192,0.9920258599807268,0.9957748213845775,0.002393055847841233,0.9880546075085326,0.9931740614334471,0.003497252821146624,0.9004553625418614,0.9762071372802663,0.0643146338897145,0.9326532281849934,0.9830132239852317,0.044195741937392743,0.9112627986348123,0.9761092150170648,0.05189509299316918,,,,,,,,,,0.9603879728968476,0.9690846158422951,0.004703501081157421,0.9723503431958562,0.9769500412395429,0.0028338792330333427,0.9600682593856653,0.9692832764505119,0.004838719071248417
MULT:Landsat,0.8674473136129318,0.8796693865938114,0.006380834092668455,0.972574222150857,0.977401221170032,0.00370114369585135,0.8709401709401708,0.8826728826728827,0.005488178208674522,0.9094570117794095,0.9138191391961792,0.002217382715397774,0.9352613685297196,0.9378948465194518,0.0017967689447850673,0.9107808857808859,0.9151126651126651,0.0023696135256104406,0.6764078656699766,0.7604052719493288,0.04420257692934331,0.7903952391810202,0.8374477874306973,0.022742468193989538,0.731954156954157,0.7645687645687645,0.022634182338888097,,,,,,,,,,0.8164767304587233,0.8208755008250133,0.002699571259325995,0.8710606250442903,0.8776693583791628,0.0030025671256603994,0.8230380730380731,0.8257575757575758,0.0017001053991484972
MULT:Annealing,0.9773436612890049,1.0,0.014473326481475025,0.8918510826715036,0.9995185201802903,0.19607551771486353,0.980503144654088,1.0,0.012081366485722353,0.987043770955931,0.9946216460878203,0.004161590607208871,0.9478007540132574,0.9985527586428894,0.032889620323266096,0.9876369327073553,0.9937402190923318,0.003798015993587365,0.841945422497943,0.9097821601171798,0.06217728312357588,0.6966257816306899,0.7647972321907236,0.07310748661328194,0.8824726134585289,0.9295774647887324,0.04320184290070925,,,,,,,,,,0.9956982042220772,0.9985010067091962,0.0012198593744763343,0.9794752865000291,0.9985264818196912,0.010092663312868283,0.9957746478873238,0.9984350547730829,0.0012222612951340351
MULT:Splice,0.8877707104320928,0.9036526998578085,0.01222587509601649,0.9634081820095114,0.9702821823165356,0.004519173816952331,0.8862068965517242,0.9028213166144201,0.01256267392446011,0.9570236277721529,0.9612681388578881,0.003277929718220631,0.9673134021337036,0.9701268466832135,0.002152068285024846,0.9568965517241379,0.9612068965517241,0.003334176706298232,0.6702967554099138,0.8239598308387152,0.06842416800696313,0.7627962649273875,0.8637538828944323,0.046223351768455406,0.7106583072100314,0.8213166144200627,0.04460900135110434,,,,,,,,,,0.924688798174184,0.9294647167043968,0.0029567657096217508,0.9444996257408487,0.9480765639554933,0.0022359201064634697,0.9238244514106583,0.9286833855799373,0.0030159688722404218
MEAN,0.8804558619634655,0.9098219124274889,0.021072271955234395,0.8366927530082604,0.9281927357572961,0.053228503804960234,0.8901785879656975,0.9160038064607822,0.018373471190886483,0.9420994328401918,0.9480471801268932,0.004279573508152326,0.9293109578134079,0.9438426758368602,0.019063498298457243,0.9453097900044105,0.9504818390276851,0.003974206274407312,0.771456171503907,0.8314053605607554,0.040271358019001544,0.7628311879402598,0.8099101512715869,0.03351226569356287,0.8020561820667043,0.8448532940585024,0.028029942840360773,0.7503523117636315,0.8282900852039871,0.048370278419249145,0.8076347304438987,0.8541182878884437,0.04157073814753084,0.7690166667200549,0.8429264962302611,0.046657820763406764,0.8727646880378186,0.8810704778147445,0.0048780529275524185,0.8610653984886848,0.8791136063831638,0.016489616973013915,0.8809250549640654,0.8887453510346118,0.004225558232393166
COUNT,3.0,6.0,1.0,5.0,8.0,3.0,3.0,6.0,1.0,10.0,10.0,0.0,9.0,8.0,2.0,10.0,9.0,0.0,0.0,0.0,7.0,0.0,0.0,5.0,0.0,0.0,6.0,0.0,1.0,6.0,0.0,1.0,4.0,0.0,2.0,7.0,3.0,2.0,0.0,2.0,2.0,0.0,3.0,2.0,0.0
MEAN RECIPROCAL RANK,0.5238095238095237,0.6666666666666667,0.2586376307428623,0.5892857142857143,0.761904761904762,0.3172680469342007,0.5238095238095237,0.6785714285714287,0.2586376307428623,0.8452380952380951,0.8154761904761906,0.24772204817481916,0.7916666666666667,0.755952380952381,0.28651920348949383,0.8452380952380951,0.767857142857143,0.24772204817481916,0.23928571428571427,0.24761904761904763,0.020516295166207243,0.25,0.25,0.04879500364742665,0.24285714285714285,0.24761904761904763,0.01749635530559412,0.24047619047619045,0.4261904761904762,0.04441609072899434,0.3333333333333333,0.4761904761904762,0.07715167498104596,0.2333333333333333,0.4976190476190476,0.04629100498862756,0.5261904761904762,0.4428571428571429,0.2631248636627695,0.47261904761904755,0.39523809523809517,0.236173794533792,0.5261904761904762,0.4428571428571429,0.2631248636627695
