,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,0.9643541129739994,0.9889069802502639,0.015542825825472858,0.9864924340681853,1.0,0.010247398373849404,0.9644444444444444,0.9888888888888889,0.015555555555555555,0.9640893676532098,0.9833279914529915,0.009179945968214722,0.9729755209855442,0.9875514403292182,0.006801412551387846,0.9641666666666667,0.9833333333333333,0.009166666666666651,0.9385272691039044,0.9583240870969422,0.013108104078731595,0.9535972553527815,0.9694350108058042,0.010298093514919976,0.9383333333333332,0.9583333333333334,0.013017082793177766,0.9599886511154565,0.9888669858255891,0.014230599688567493,0.9951196067971736,0.9981341306877369,0.002668431716837076,0.96,0.9888888888888889,0.014229164972073006,0.9958312540272024,1.0,0.004168746275688939,0.9968108027045057,1.0,0.0031911452640350094,0.9958333333333333,1.0,0.004166666666666652
MULT:Balance Scale,0.8186199113221342,0.8672666836431542,0.024787957300009336,0.8874915063761556,0.9150646534452765,0.016560389828381452,0.8448,0.8826666666666667,0.021492737791583897,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.7782632572203759,0.8097148864440102,0.017360856670318173,0.732975850332145,0.7584913330849864,0.01231656152546343,0.8082,0.836,0.016036209028320855,0.8079025895408737,0.8315529347529347,0.018079934145567692,0.9299609150423693,0.9482423034069146,0.012108669154569823,0.8333333333333334,0.8533333333333334,0.01757776373085547,0.7680973150823303,0.7852553257178141,0.007497455095279352,0.7269020929161821,0.7330368397051767,0.0039060765508758043,0.7964000000000001,0.814,0.007255342858886802
MULT:Car,0.8680484346713643,0.955081098592307,0.03654615696728572,0.9580447667456646,0.9883734384162863,0.01496387909965903,0.8741811175337186,0.953757225433526,0.035197940486586345,0.995259216740618,0.9978378110253501,0.001449260711933316,0.9891411111710029,0.9982583482715119,0.005193004425134674,0.9953000723065799,0.9978308026030369,0.0014187575466629513,0.7200437214512371,0.742567330438936,0.04930576063304541,0.6027733419842131,0.619480589763937,0.03439295941667185,0.7632682574114245,0.7758496023138105,0.02236179620930066,0.7252035147065634,0.771787134654549,0.03604891227626503,0.8887967299725714,0.9235489648852417,0.03348326632004212,0.7464354527938342,0.791907514450867,0.031603928406647684,0.8384130274718963,0.8511378147353048,0.007063388886027682,0.7627210634469326,0.7813477978213632,0.02097259590059769,0.8493853940708604,0.8604483007953724,0.004302697193582607
MULT:Glass,0.7732772178278393,0.8317490842490842,0.03703086760546434,0.8847016009075477,0.9232230407202543,0.02667309866010594,0.7876923076923077,0.8461538461538461,0.03391601182315168,0.9953150410292458,1.0,0.006323157922571587,0.9962643696363498,1.0,0.005604772401044235,0.9953488372093023,1.0,0.006261819543179667,0.5934160940915433,0.6702786460164991,0.037528289516198216,0.6739493937099209,0.7193879615222721,0.02383567731037838,0.6465116279069768,0.686046511627907,0.025713191148251137,0.8025934932039005,0.9140047612549093,0.0668892981975565,0.9659694806350633,0.9952210956846507,0.01662916124712313,0.8161538461538461,0.9153846153846154,0.062440504226402085,0.7853721178958702,0.8015958779179082,0.010927030228734903,0.8315627543052362,0.851765002266673,0.015439870970140863,0.797674418604651,0.813953488372093,0.009302325581395366
MULT:Contraceptive,0.5449848301343729,0.5644102850852554,0.01906370132581543,0.6717980717547228,0.683617700837868,0.009008109821822218,0.5497175141242938,0.5706214689265536,0.013023793712113447,0.577582625311839,0.590259144496106,0.008191256030122277,0.6692090044853016,0.6795957880400807,0.007956099047362839,0.5810856658184903,0.5920271416454622,0.006978280974411062,0.5090036981023246,0.5435599218982121,0.03211519354333691,0.6193348836374157,0.6402924139121667,0.0189808211673064,0.5345207803223071,0.5513146734520781,0.01218425429540663,0.5554466481458318,0.5819318853444319,0.023618419167015677,0.739477623423341,0.7608870494487422,0.01580525076993477,0.5636158192090395,0.5864406779661017,0.020356552361380405,0.5851082818118996,0.5917394916948929,0.0042996080550847995,0.6738308701517829,0.6780680897263722,0.003779926690328109,0.5885496183206107,0.5954198473282443,0.004248508833373425
MULT:Solar Flare,0.7700856777487586,0.7944546748787891,0.01160761213094549,0.6217282601096743,0.8360331373995862,0.15030627271919844,0.8388023952095807,0.8538922155688623,0.00845478447651392,0.8254555527831758,0.8394004902304698,0.007168369608492542,0.5960777756180824,0.6466661913943939,0.05206101812697488,0.8649280575539569,0.8714028776978417,0.00445665888250501,0.7659749243907554,0.7770099402464397,0.00646313205496644,0.5,0.5,0.0,0.8392985611510791,0.8471223021582733,0.004586330935251771,0.7923383198964752,0.820077691582534,0.01799195384527922,0.6313651051217638,0.8699910231202928,0.16316696515055626,0.8480239520958085,0.8658682634730539,0.010542323893021247,0.804224986801058,0.81559817297677,0.0063830281906197455,0.5308065628303339,0.5971359434083765,0.026790461473242114,0.8540467625899281,0.8615107913669064,0.0044430285349048885
MULT:Wine,0.9898273164464276,1.0,0.011272510361146163,0.9944475660568137,1.0,0.007964271597732865,0.9898148148148149,1.0,0.011302366310864547,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.9465581667109415,0.972027972027972,0.014916332423601443,0.9623640099656272,0.9791498866831484,0.01003425363579667,0.9468531468531468,0.972027972027972,0.014735180073919885,0.9981500335436275,1.0,0.0036999340398917407,0.9999878655502974,1.0,3.640334910811616e-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,0.9781402163719191,1.0,0.010860068079430962,0.9889682294296479,1.0,0.008451167540921824,0.978688524590164,1.0,0.010496924979398125,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0,0.8799850691746004,0.9752261455965159,0.06374784749813045,0.8716300067603276,0.9721584806171272,0.06329295502657595,0.9024691358024691,0.9753086419753086,0.04731794542404147,,,,,,,,,,1.0,1.0,0.0,1.0,1.0,0.0,1.0,1.0,0.0
MULT:Lymphography,0.9052226557269561,0.9649180430430431,0.03775722100507625,0.8738746292713928,0.991696171018174,0.1878572085587105,0.9088888888888891,0.9666666666666667,0.03506607519568778,0.9932388337274218,1.0,0.012451271540405214,0.9461087186082162,1.0,0.14886915180631846,0.9932773109243698,1.0,0.01235036845100761,0.8162684899748957,0.8827459087214475,0.0444800792396546,0.7045338033679055,0.8225956717914438,0.09135058926139225,0.826890756302521,0.8907563025210085,0.041882137123956685,,,,,,,,,,0.9693954973905206,0.9818795583501466,0.008186742515585687,0.8967974413666931,0.9870958165875046,0.13359829616675892,0.9714285714285713,0.9831932773109243,0.006722689075630228
MULT:Segment,0.9559936388719159,0.973194723408041,0.009455275120594108,0.9935335136148538,0.9960276833425803,0.0019869664322926415,0.955988455988456,0.9733044733044733,0.00959894278185431,0.9968609909738136,0.9989177190035435,0.0020080326864614366,0.9981755242258055,0.9993764204507068,0.001172004419261219,0.996861471861472,0.9989177489177489,0.0020072767306267628,0.7632403047144248,0.837865809178111,0.04565475465844148,0.8760075721292095,0.9087386431202473,0.018400760338255738,0.7860930735930737,0.8436147186147186,0.0322449531495531,,,,,,,,,,0.7987368983772228,0.8038880441404487,0.0036037486576819358,0.8841797926738192,0.8872231353938432,0.001902635279792278,0.8007034632034632,0.8057359307359307,0.003300865800865808
MULT:Dermatology,0.9739354560385207,0.9954460563300571,0.019274871786754282,0.997444977352403,0.9996300479914902,0.0024294574856394547,0.974090909090909,0.9954545454545455,0.01907466841668845,0.98806602103587,0.9932084414261565,0.003485831605104192,0.9920258599807268,0.9957748213845775,0.002393055847841233,0.9880546075085326,0.9931740614334471,0.003497252821146624,0.9004553625418614,0.9762071372802663,0.0643146338897145,0.9326532281849934,0.9830132239852317,0.044195741937392743,0.9112627986348123,0.9761092150170648,0.05189509299316918,,,,,,,,,,0.9603879728968476,0.9690846158422951,0.004703501081157421,0.9723503431958562,0.9769500412395429,0.0028338792330333427,0.9600682593856653,0.9692832764505119,0.004838719071248417
MULT:Landsat,0.8813668541398826,0.892474296015054,0.006571287579076605,0.9765965823608076,0.981486249628262,0.0030716485618581305,0.8840973840973841,0.8958818958818959,0.006228135020155959,0.9094570117794095,0.9138191391961792,0.002217382715397774,0.9352613685297196,0.9378948465194518,0.0017967689447850673,0.9107808857808859,0.9151126651126651,0.0023696135256104406,0.6764078656699766,0.7604052719493288,0.04420257692934331,0.7903952391810202,0.8374477874306973,0.022742468193989538,0.731954156954157,0.7645687645687645,0.022634182338888097,,,,,,,,,,0.8164767304587233,0.8208755008250133,0.002699571259325995,0.8710606250442903,0.8776693583791628,0.0030025671256603994,0.8230380730380731,0.8257575757575758,0.0017001053991484972
MULT:Annealing,0.9807538512040613,0.9885378510378511,0.004871652489348902,0.9906116116705375,0.9972799797702127,0.0039423370976562734,0.9829166666666665,0.9916666666666667,0.005253966755382729,0.987043770955931,0.9946216460878203,0.004161590607208871,0.9478007540132574,0.9985527586428894,0.032889620323266096,0.9876369327073553,0.9937402190923318,0.003798015993587365,0.841945422497943,0.9097821601171798,0.06217728312357588,0.6966257816306899,0.7647972321907236,0.07310748661328194,0.8824726134585289,0.9295774647887324,0.04320184290070925,,,,,,,,,,0.9956982042220772,0.9985010067091962,0.0012198593744763343,0.9794752865000291,0.9985264818196912,0.010092663312868283,0.9957746478873238,0.9984350547730829,0.0012222612951340351
MULT:Splice,0.8875706335466486,0.9018250998931103,0.008998614107494229,0.9664614802676137,0.9733747939704666,0.005019017238944741,0.8861546499477534,0.900208986415883,0.009182479995850984,0.9570236277721529,0.9612681388578881,0.003277929718220631,0.9673134021337036,0.9701268466832135,0.002152068285024846,0.9568965517241379,0.9612068965517241,0.003334176706298232,0.6702967554099138,0.8239598308387152,0.06842416800696313,0.7627962649273875,0.8637538828944323,0.046223351768455406,0.7106583072100314,0.8213166144200627,0.04460900135110434,,,,,,,,,,0.924688798174184,0.9294647167043968,0.0029567657096217508,0.9444996257408487,0.9480765639554933,0.0022359201064634697,0.9238244514106583,0.9286833855799373,0.0030159688722404218
MEAN,0.8780129147874859,0.9084474911732864,0.018117187263136762,0.9137282307132871,0.9489862068957468,0.03203437307262664,0.8871627195063845,0.9156545390020341,0.016703170235813407,0.9420994328401918,0.9480471801268932,0.004279573508152326,0.9293109578134079,0.9438426758368602,0.019063498298457243,0.9453097900044105,0.9504818390276851,0.003974206274407312,0.771456171503907,0.8314053605607554,0.040271358019001544,0.7628311879402598,0.8099101512715869,0.03351226569356287,0.8020561820667043,0.8448532940585024,0.028029942840360773,0.805946178593247,0.8440316276307068,0.02579415019430619,0.8786681895060828,0.928003509604797,0.03484259252973876,0.8236729359620014,0.8574033276424087,0.022921991613440513,0.8727646880378186,0.8810704778147445,0.0048780529275524185,0.8610653984886848,0.8791136063831638,0.016489616973013915,0.8809250549640654,0.8887453510346118,0.004225558232393166
COUNT,0.0,3.0,2.0,3.0,6.0,3.0,0.0,3.0,3.0,11.0,10.0,0.0,8.0,8.0,0.0,11.0,10.0,0.0,0.0,0.0,10.0,0.0,0.0,10.0,0.0,0.0,8.0,0.0,1.0,2.0,2.0,3.0,1.0,0.0,1.0,3.0,4.0,4.0,0.0,2.0,2.0,0.0,4.0,4.0,0.0
MEAN RECIPROCAL RANK,0.38690476190476186,0.5238095238095237,0.10258147583103622,0.5238095238095238,0.6785714285714286,0.2586376307428623,0.38333333333333336,0.5238095238095237,0.10801234497346433,0.8809523809523808,0.8392857142857143,0.23084189797220608,0.7261904761904763,0.7440476190476192,0.32340661207633636,0.8809523809523808,0.8392857142857143,0.23084189797220608,0.2285714285714286,0.24047619047619048,0.02474358296526967,0.2285714285714286,0.24047619047619048,0.02474358296526967,0.2357142857142857,0.24047619047619048,0.022587697572631273,0.35714285714285715,0.4642857142857143,0.09671474291233285,0.619047619047619,0.6666666666666666,0.24743582965269675,0.35,0.4880952380952381,0.10578504710249077,0.544047619047619,0.5142857142857143,0.30050269674047736,0.43095238095238086,0.38928571428571423,0.25133430772650756,0.544047619047619,0.5142857142857143,0.30050269674047736
