| method,time_train_s,time_infer_s,time_train_s_per_1K,time_infer_s_per_1K,normalized-error,normalized-error-task,champ_delta,loss_rescaled,time_train_s_rescaled,time_infer_s_rescaled,rank,median_metric_error,median_time_train_s,median_time_infer_s,median_time_train_s_per_1K,median_time_infer_s_per_1K,median_normalized-error,median_normalized-error-task,median_champ_delta,median_loss_rescaled,median_time_train_s_rescaled,median_time_infer_s_rescaled,median_rank,rank=1_count,rank=2_count,rank=3_count,rank>3_count,elo,elo+,elo-,winrate,mrr | |
| AutoGluon 1.3 (4h),8462.98349033711,33.138286938542635,2912.875787521814,4.389816861945122,0.3635669556944184,0.3896215720521826,0.057654222795175375,0.03817230652680425,43301.56973340033,539.3969074295995,8.372549019607844,0.2055,7367.614226023356,3.9490213659074573,1408.7828331379249,3.3329524777152324,0.3044018393532601,0.33953610134952955,0.02056403863005596,0.016643068102528722,33121.993698706065,185.27028732280235,5.0,9,6,3,33,1593.7,17.4,26.9,0.8324420677361853,0.3399752297369219 | |
| REALMLP (tuned + ensemble),82918.85938235045,50.75538799222518,8670.919775777696,17.379653590906823,0.44263849214762896,0.48497037885857563,0.06567751034669823,0.0431882812764437,179788.549283492,846.8926595159473,9.0,0.20859,30826.14291326205,23.329282654656303,6566.618256034785,10.263652729721208,0.3956092857672641,0.44188527123320337,0.03156527565035572,0.021508499838004493,136595.8709190495,808.3809230744637,7.0,0,6,4,41,1565.8,36.9,13.9,0.8181818181818182,0.18434139513460535 | |
| GBM (tuned + ensemble),3088.2834950947295,22.058380506500956,771.4696177956965,4.079511267084072,0.525811295820376,0.5640023820883296,0.08501598259023818,0.057783765165561,11617.562781863631,427.3461655076801,10.431372549019608,0.2112,1667.667911251386,3.7860276963975696,417.0474735648702,2.6386738309580253,0.5611707554840613,0.5877609403072317,0.04023364809387353,0.02358471585546149,9501.568897853978,118.5632719261967,10.0,1,1,2,47,1537.5,15.5,20.5,0.785650623885918,0.15768658281387643 | |
| TABM (tuned + ensemble),309945.85844461835,131.41347681909863,50992.23186278812,25.966007479697893,0.5065567733400523,0.546358811475396,0.07370112076908342,0.06386893208040223,1062292.4422391052,1826.3188257642494,10.441176470588236,0.20583,261121.6058749623,56.5677855014801,38348.59823876663,18.19368855657421,0.49744372082405736,0.548509179928477,0.03671669035307801,0.029389991826646106,684372.7347620113,1502.1851920052088,9.0,3,1,4,43,1529.4,27.8,19.2,0.785427807486631,0.19400223610779618 | |
| CAT (tuned + ensemble),20021.3498029566,3.148214934334516,4131.157990402895,0.9789028273051836,0.5460209598278055,0.571439938293487,0.07876472469975362,0.05234425502480596,58497.64726501732,62.60491239485109,12.294117647058824,0.21079,7127.110804247856,1.3727677133348253,1658.431106942659,0.65278892715772,0.5387041440781117,0.580739408646159,0.045997426086837434,0.02774155341625371,22349.13952253535,41.43902270876451,10.0,0,1,4,46,1485.3,21.8,20.4,0.7433155080213903,0.12357819518738011 | |
| CAT (tuned),20021.3498029566,0.45918073721700764,4131.157990402895,0.13263994337889934,0.5624236702212376,0.5846619654260011,0.08067749746348073,0.0530500444136245,58497.64726501732,8.058537488270943,12.862745098039216,0.21123,7127.110804247856,0.16668947537740073,1658.431106942659,0.08101450844552308,0.5666294994858754,0.6177160932775133,0.05045951030687079,0.030933936753504664,22349.13952253535,5.582269457200397,11.0,1,3,2,45,1474.1,11.0,20.6,0.7303921568627451,0.14566274298496376 | |
| GBM (tuned),3088.2834950947295,3.280151636356362,771.4696177956965,0.7006538439498573,0.6128642930820589,0.6278827149656209,0.0922626129737203,0.06795540586736351,11617.562781863631,67.66975356224859,13.764705882352942,0.21181,1667.667911251386,0.5984517203436958,417.0474735648702,0.3337603531487198,0.6226099322809459,0.6667157103100004,0.04892093432282629,0.03622173092974084,9501.568897853978,17.561755180687065,12.0,0,0,0,51,1451.0,13.7,9.3,0.7098930481283422,0.0875926389003697 | |
| XGB (tuned + ensemble),6066.175009788823,8.000445660682546,1229.3396535120692,3.119617584418379,0.6193514913251393,0.6375753241872198,0.09297435479528073,0.0677801225855068,14800.692905333448,192.56405868832437,14.27450980392157,0.21458,2256.9276883072325,3.0598979949951173,693.4907982506384,1.6894451629541258,0.6439981269758711,0.6550696762017482,0.05552089944600691,0.03200108278665274,11769.825378159274,82.2877578838671,13.0,0,1,2,48,1445.1,11.0,12.8,0.698306595365419,0.1039261646796731 | |
| TABM (tuned),309945.85844461835,14.40000900593718,50992.23186278812,2.82530864865144,0.6144381815678241,0.6252455397661633,0.0859367947502771,0.07817408373683407,1062292.4422391052,184.734183868908,14.480392156862745,0.21083,261121.6058749623,4.427005794313219,38348.59823876663,2.038203656717485,0.6422101168201856,0.6275308354962762,0.040439143561471935,0.034176546224293385,684372.7347620113,130.2321950745699,14.0,0,3,2,46,1442.4,15.2,18.8,0.6936274509803921,0.1194084947930243 | |
| CAT (default),190.03885268302784,0.2709793741147243,87.85477829976735,0.13556345001146095,0.6082081658976909,0.6404601061949418,0.09195992203094681,0.060371285754051957,428.26912869207973,7.186903437353133,14.696078431372548,0.21142,28.268621895048355,0.1854714552561442,6.827020885706225,0.08026752106160412,0.5857152724777045,0.6333867753245674,0.04582475392187091,0.02917957826918542,113.47556087857672,6.139565341592893,16.0,1,3,1,46,1440.7,15.2,13.7,0.6887254901960784,0.12856633021644806 | |
| MNCA (tuned + ensemble),236280.2154733103,1702.196323570239,30006.94935586565,242.28091421135778,0.570053752712334,0.5781526374128005,0.09060646714251663,0.06843908106166122,652156.5791152016,15602.16192853338,14.862745098039216,0.21292,121087.6539443069,180.97370640436807,20604.601796717565,62.20216151532996,0.5558503566903716,0.5598701806914642,0.0430773666280555,0.033702257333554565,411805.39657275745,5363.328713863678,12.0,2,2,4,43,1426.2,9.6,15.2,0.6849376114081996,0.15931421227943712 | |
| TABPFNV2 (tuned + ensemble),10256.531407853461,95.46951768190513,2959.3267031650266,47.66674133700557,0.5128940855625108,0.575750322735797,0.08459456547002549,0.08226985471484692,64069.99714449898,3721.414760799794,15.294117647058824,0.22709,4578.3020022392275,13.798940539360046,3031.497965050595,21.441745344797773,0.527319747585522,0.6037278142739925,0.03866296841083827,0.03250100481138207,29840.56658077224,861.272449686595,11.0,11,4,4,32,1424.3,15.2,15.4,0.6751336898395722,0.3230764026212951 | |
| XGB (tuned),6066.175009788823,1.6190793797341305,1229.3396535120692,0.700121681977388,0.6670139387428907,0.6737065527925074,0.09640477397739718,0.07202103718085759,14800.692905333448,40.17091923504828,15.882352941176471,0.21499,2256.9276883072325,0.41774741808573407,693.4907982506384,0.3080760155405317,0.6898898742750266,0.7132952219141191,0.060528825897738225,0.03462028858330468,11769.825378159274,12.136706817415504,15.0,0,0,0,51,1407.0,14.4,14.8,0.6617647058823529,0.07676201232436705 | |
| TABICL (default),82.80334805787777,14.446106202929627,7.466879203260337,1.6843418131047034,0.6085313102343872,0.6555737351092352,0.09148770695396251,0.08922347366840615,132.83095048510535,173.47404322746496,16.568627450980394,0.21659,20.0619904200236,1.316457470258077,6.6270115137100225,1.479660415649414,0.6055955770747375,0.7394668418708306,0.05183434289459943,0.02747963525474753,110.37274820175764,91.25701004379168,13.0,7,3,1,40,1399.5,17.6,17.2,0.6461675579322638,0.23015888290948375 | |
| MNCA (tuned),236280.2154733103,132.95273180870188,30006.94935586565,12.11660203671404,0.6946922222864395,0.6672481310799856,0.09654975748288841,0.07142856890042082,652156.5791152016,1042.410825389315,16.666666666666668,0.21326,121087.6539443069,7.72004418902927,20604.601796717565,3.084316739055195,0.6776598908603902,0.6578130746701167,0.05810835963747618,0.04749578061700336,411805.39657275745,246.05730829827942,16.0,0,2,1,48,1394.0,16.1,17.3,0.6439393939393939,0.09553496166646769 | |
| REALMLP (tuned),82918.85938235045,2.265432894048088,8670.919775777696,0.9264900528190781,0.7562851384285052,0.7168254062670338,0.10041931551660094,0.08291597685836628,179788.549283492,40.77005886388886,18.470588235294116,0.21508,30826.14291326205,1.0006839964124892,6566.618256034785,0.48749297777811695,0.8568748825077687,0.7547370295805178,0.06823335132903552,0.05320262249246514,136595.8709190495,36.173930978956705,18.0,0,0,0,51,1352.7,7.9,22.9,0.6029411764705882,0.06429955271920691 | |
| TABPFNV2 (tuned),10256.531407853461,3.508518432739773,2959.3267031650266,1.6627901692072438,0.6315731460613403,0.6609752116422482,0.10558268422070921,0.09951501961652723,64069.99714449898,134.3876978041907,18.558823529411764,0.22751,4578.3020022392275,0.5097733656565349,3031.497965050595,0.46198440414964803,0.7572752170216083,0.7059652601099767,0.0763369368627963,0.04654872982993791,29840.56658077224,22.48627830890164,14.5,1,9,2,39,1356.8,19.0,29.9,0.6009358288770054,0.17426077306206353 | |
| TABM (default),892.3161711748909,11.073448471150368,115.89421747045174,1.8536708133194066,0.7131518077822125,0.7290707646819071,0.11556893442100577,0.10367071753258965,2275.1270097443266,125.71608963592954,18.980392156862745,0.21634,409.2738807996114,3.2030898465050592,65.59975180574475,1.0119200928441636,0.8068969341426324,0.7972889900001907,0.056126418551905255,0.039773366059758904,1333.0629108506876,91.6031888065775,18.0,0,1,0,50,1347.5,19.9,17.7,0.5913547237076648,0.08076209760473768 | |
| NN_TORCH (tuned + ensemble),29590.123960411,13.183612702147375,3730.4883371756378,3.5605725894053775,0.7666085352402611,0.7603194813386032,0.10556452216848278,0.08870717026998433,97942.50427646744,194.194370742189,19.333333333333332,0.21479,10848.660208092795,3.946354971991645,2875.520340774676,1.9516254299583915,0.9012696160193917,0.8056238098913204,0.06624137678637454,0.05785446391646678,61441.834728019065,144.9992483814283,19.0,0,0,0,51,1340.9,12.5,27.9,0.5833333333333334,0.06844661162187414 | |
| TABPFNV2 (default),12.045264010803372,0.825882379421741,4.479779889710856,0.45291413655168894,0.6657099409578495,0.7152012222434574,0.11583244583324658,0.1109404360838064,69.53545044274777,29.75030650326298,19.980392156862745,0.22887,9.117408725950453,0.42119165261586505,3.3572004182270923,0.31292319242745453,0.9429244616957144,0.8502991289200135,0.07592598037026033,0.05279556334085833,52.331266670190345,18.512009051191257,21.0,4,1,4,42,1326.0,18.9,7.8,0.5686274509803921,0.17907136275455257 | |
| MNCA (default),795.306494966,33.3562901808026,90.93203020141935,7.463237374429941,0.7950147056845106,0.7796305386178898,0.13064877163108046,0.09364131317003738,1891.74390437064,401.94594023856376,20.107843137254903,0.22115,168.86419762505426,2.495272477467855,43.5328308061671,1.4533180631966292,0.9411079248514762,0.847101886573217,0.05810757853297788,0.05703798233738598,1003.1000523368327,103.14689436289216,22.0,1,0,0,50,1317.3,17.1,19.7,0.5657308377896613,0.08609201379296297 | |
| TABDPT (default),166.18249968905855,63.11337411850366,27.98679036192257,23.230531355690207,0.6914550383593793,0.6975819510886107,0.12221216342836935,0.09340043301187594,577.6877537613715,1486.1376930964866,21.019607843137255,0.22562,99.10453534126282,28.39870807859633,22.530373428033148,8.550738306685618,0.9802973303362474,0.8657346118953458,0.0487242733173503,0.0433680924463882,528.528670151851,1255.434427440434,22.0,7,0,3,41,1300.1,24.1,26.3,0.5450089126559715,0.20399819617646975 | |
| EBM (tuned + ensemble),34026.536489860475,1.2927426090946903,5480.053727232627,0.4888849106706617,0.799700535333227,0.813473804807981,0.14537480527022023,0.1293554821080222,45019.152540237825,18.109773959357398,21.480392156862745,0.21615,2925.6548613442314,0.400875727335612,1331.6775166450918,0.19902019540593419,0.9397396910695386,0.8761776529461235,0.08565806627599937,0.05590448728964968,17751.99098903195,11.13922354039944,20.0,0,1,1,49,1295.3,5.2,13.5,0.5345365418894831,0.07310557565398967 | |
| FASTAI (tuned + ensemble),6629.648996400055,16.16286987151975,1343.8759291428362,7.700638070237854,0.8321303923396249,0.8363000861227351,0.13916379034534154,0.11407210316092231,22455.399300542234,425.24771894393024,23.470588235294116,0.21679,3182.895098288854,10.795994228786892,593.237788402893,4.4666950702667245,1.0,0.9606715579350915,0.0932055660765102,0.07210945292267104,19851.125229101002,409.94392325616803,25.0,1,0,0,50,1259.0,10.7,20.5,0.4893048128342246,0.07889387453976424 | |
| REALMLP (default),273.729912211121,2.9575047363123343,25.289999363604277,2.930568901016023,0.8866338615247817,0.8457623862323107,0.1259958654671422,0.10708910163785483,570.5207778272487,128.70805989538366,23.647058823529413,0.21516,107.08700556225247,2.6188460985819497,21.862018442697384,0.8380396174929482,1.0,0.8906766866297536,0.09824845633171009,0.07444845646092337,497.27886689729087,54.5386788723178,23.0,0,0,0,51,1251.4,8.5,12.9,0.4852941176470588,0.05076715130679345 | |
| XT (tuned + ensemble),1289.1519403179227,3.0578905248434194,465.042745028218,1.2896231314620477,0.8626518370747985,0.8496077526772488,0.14274633507386206,0.11604254728093667,5501.829777288316,78.94715148525705,23.745098039215687,0.21814,763.5855970117781,1.8364481396145291,183.01944048073585,0.761281055543471,1.0,0.9523242564067199,0.08603989010676916,0.07137968239257503,3537.1622158448404,68.20231667792302,27.0,0,0,1,50,1249.8,6.4,13.1,0.483065953654189,0.06368124664982548 | |
| EBM (tuned),34026.536489860475,0.16189759790507796,5480.053727232627,0.071370755219636,0.8510743585894036,0.8460068656579158,0.15205596018405296,0.13854682165890628,45019.152540237825,2.1906554232861546,24.19607843137255,0.21772,2925.6548613442314,0.0440410852432251,1331.6775166450918,0.022730636596679687,1.0,0.9215358074862104,0.08863297174906726,0.06554958177928984,17751.99098903195,1.2223545537568268,24.0,0,0,1,50,1234.2,14.1,12.2,0.47281639928698754,0.055764513716409746 | |
| XGB (default),12.860019501050314,0.6666093941607507,3.1832840182109794,0.2999385047374951,0.8702920396891171,0.8483854829267384,0.12656571247431417,0.11690113358985536,40.716829559380564,17.42803351650834,24.46078431372549,0.21667,5.82192047437032,0.3283502260843913,1.9409389396340444,0.12262328807300621,1.0,0.9440493098651704,0.09769803191981652,0.0669685923578734,34.48133232859512,10.22021081972956,24.0,0,0,0,51,1231.6,21.2,19.5,0.46680035650623886,0.05091017470638196 | |
| NN_TORCH (tuned),29590.123960411,0.7234875786018787,3730.4883371756378,0.20866384944268943,0.874554162501514,0.8445223863281227,0.12614950568047986,0.11163247948450616,97942.50427646744,10.830632864633353,24.754901960784313,0.21784,10848.660208092795,0.2631075382232666,2875.520340774676,0.131112832826372,1.0,0.9180147863222651,0.1030878645350336,0.06896829387646289,61441.834728019065,8.236695976463633,25.0,0,0,0,51,1223.4,20.2,17.1,0.46011586452762926,0.0471445941124808 | |
| EBM (default),104.78526760316363,0.17165232525412033,11.08112585843055,0.09394874944629136,0.8526295661935674,0.860738560958076,0.16155920355992084,0.14651714139150948,148.0901517975655,3.2508346897376326,25.666666666666668,0.21677,11.465454594294231,0.05977429548899333,4.67476436351229,0.03960414936667995,1.0,0.9643540637030037,0.10271933543623024,0.06419218276989155,75.98904610132907,2.400460311914132,26.0,1,0,2,48,1211.1,12.2,20.3,0.4393939393939394,0.0745694955394488 | |
| GBM (default),8.619418829147072,1.0011564760166576,3.047022521329099,0.25257353763130375,0.8939353476715354,0.8793198318525846,0.13458588379753378,0.11444860364557521,44.26353412937288,22.939896191571705,25.705882352941178,0.21706,5.971681065029568,0.2858244842953152,1.9600326879612946,0.14167879422505697,1.0,0.9492089020328769,0.09677275903566529,0.07460814077084837,32.72231234173676,8.612355874421967,26.0,0,0,0,51,1214.5,4.2,16.2,0.4385026737967914,0.04381867564405043 | |
| RF (tuned + ensemble),2245.014868743487,2.632504310950734,531.0647599377726,1.2193234835880606,0.8945224490626956,0.877941700506644,0.15069490927277338,0.12705711410729187,6771.2411119904955,73.51636782881279,25.725490196078432,0.21966,886.9249708387587,1.8479143513573542,373.23710550957964,0.7709478321252661,1.0,0.980323167986404,0.09158970293575486,0.08441696004508674,5833.628398157948,63.708677480395814,28.0,0,1,1,49,1211.8,11.3,28.3,0.43805704099821746,0.06339727678505953 | |
| XT (tuned),1289.1519403179227,0.3436224609158917,465.042745028218,0.17439940130400716,0.8999942396697972,0.8800766654321469,0.15350374412455778,0.12554194680524572,5501.829777288316,9.97674146406182,25.92156862745098,0.21915,763.5855970117781,0.19129647148980033,183.01944048073585,0.09117045402526856,1.0,0.9698573629931229,0.10179344057446615,0.07994728986866971,3537.1622158448404,8.867381424714122,29.0,0,1,0,50,1203.0,8.6,7.7,0.4336007130124777,0.05867425748512832 | |
| FASTAI (tuned),6629.648996400055,1.0291698354002177,1343.8759291428362,0.6088453941926839,0.9236375708827534,0.8918351446777815,0.1553260976424183,0.1345203481232678,22455.399300542234,33.54113778341792,27.686274509803923,0.2173,3182.895098288854,0.8112125396728516,593.237788402893,0.306391541190021,1.0,0.9739321990847536,0.0988046136347035,0.08330206169020851,19851.125229101002,31.29559841059079,28.0,0,0,0,51,1164.9,13.9,17.7,0.39349376114081996,0.04515264138354693 | |
| RF (tuned),2245.014868743487,0.2778017885544721,531.0647599377726,0.1557819324120262,0.9211495661359549,0.9023034099215058,0.16102297899036422,0.13790561176456761,6771.2411119904955,8.469005968793565,28.08823529411765,0.22016,886.9249708387587,0.17402595943874782,373.23710550957964,0.08522791862487794,1.0,0.9927530645069076,0.10456209496862212,0.09283342230804408,5833.628398157948,7.94881742200239,31.0,0,1,1,49,1153.0,20.3,12.9,0.38435828877005346,0.05583500140312102 | |
| NN_TORCH (default),74.85835825680128,0.5412627521423472,14.699152435241754,0.19913845161978774,0.9758097169545903,0.9547167360121864,0.17411472333680847,0.15739619570569935,327.51821759182326,9.71084645377221,31.558823529411764,0.22759,34.192402362823486,0.22645958264668783,9.99256321379882,0.1258046787872722,1.0,1.0,0.13913423122778057,0.1025303072738629,204.15320945265722,7.844934898940183,33.0,0,0,0,51,1075.6,18.5,19.3,0.3054812834224599,0.034870647180615354 | |
| FASTAI (default),27.993367113578813,1.070063710732138,4.952361571487086,0.5054555597809186,0.975006885492369,0.9546131038694723,0.20752207611058032,0.19608908482044493,87.08936574190912,29.523324076097715,33.72549019607843,0.24127,12.973222759034899,0.8480017715030246,2.8561491958896226,0.37317813888351864,1.0,1.0,0.15698748625698378,0.13990539919374922,77.36570184770021,28.70383139894662,36.0,0,0,0,51,1015.1,13.5,18.4,0.25623885918003564,0.03239391155701654 | |
| RF (default),5.289521401640116,0.18747803105248345,0.8915698745910589,0.0755370044577734,0.9872192886803325,0.9723757418465833,0.21228059899028004,0.21869877740126542,11.63160057311077,4.814878723410724,34.01960784313726,0.2484,1.2628253036075168,0.08775801128811306,0.43432508267329906,0.05354057584727897,1.0,1.0,0.15453679020731148,0.13517433236964935,7.010079512208331,3.9076874559468244,35.5,0,0,0,51,1000.0,0.0,0.0,0.24955436720142601,0.03095843569038082 | |
| XT (default),3.067954011524425,0.20851136391458946,0.7601454087869071,0.0766473066222461,0.971502707932014,0.9595590881516284,0.22932468940692688,0.23799057451089797,6.922794409042171,5.082769758447109,34.990196078431374,0.24428,1.029017792807685,0.0932659043206109,0.24740086254260138,0.04980371561279119,1.0,1.0,0.1737557797158895,0.153153307670612,5.707021421143385,4.456198846093199,38.0,0,0,0,51,974.3,12.6,21.7,0.22749554367201427,0.03185193243707849 | |
| LR (tuned + ensemble),298.0772925112502,1.5473658189794337,106.95304500279676,0.5271289376342425,0.9678818154046225,0.9639069355797897,0.3073408158422202,0.36240337245419724,1326.7185005565484,20.631703511708864,36.549019607843135,0.25172,171.24826147821216,0.28876688745286727,47.501645263036096,0.16750652813217018,1.0,1.0,0.24584819980048034,0.25856044395126276,1064.131515124883,12.175213508812917,40.0,0,1,0,50,925.4,16.0,12.7,0.19206773618538325,0.03865555717325825 | |
| LR (tuned),298.0772925112502,0.41952294077488855,106.95304500279676,0.14524538835852538,0.9786234676143835,0.9696293471220698,0.31468726941373526,0.37154148083331817,1326.7185005565484,5.927745129039777,37.529411764705884,0.25255,171.24826147821216,0.10993631680806477,47.501645263036096,0.0665447885938415,1.0,1.0,0.2610498572359117,0.2575122541077485,1064.131515124883,4.067640041721783,41.0,0,0,0,51,887.0,21.9,36.0,0.1697860962566845,0.030486918361176625 | |
| LR (default),6.912347784956555,0.4444732105550163,2.5223707391297756,0.1600268499227058,0.985747474208862,0.9742298545011148,0.32843079646400875,0.41687244022193837,32.35021650084229,7.018103298699637,38.03921568627451,0.2546,5.298751910527547,0.12218634287516277,1.5165079991022747,0.08876054279575407,1.0,1.0,0.2694230174177955,0.29385559917332205,22.991652687961256,4.725399415979996,41.5,0,0,1,50,867.4,16.7,29.8,0.15819964349376114,0.03278290099821232 | |
| KNN (tuned + ensemble),185.73769010095035,9.265668427242952,28.081404273463935,0.6762472264130079,1.0,0.9959334582467879,0.45295234466455525,0.6097664442498428,80.584480435074,64.66285269534394,41.431372549019606,0.34658,12.91673379474216,0.27287014325459796,3.260815615968559,0.17676389939136214,1.0,1.0,0.41352429770943944,0.666034473008279,60.87290895584066,13.90517184260326,43.0,0,0,0,51,691.1,30.2,30.8,0.08110516934046345,0.02430200505969366 | |
| KNN (tuned),185.73769010095035,1.4108907164571591,28.081404273463935,0.11142848145447765,1.0,0.9978399581835835,0.46850654754209287,0.652378382901079,80.584480435074,10.182721712640424,42.431372549019606,0.35012,12.91673379474216,0.08784447775946723,3.260815615968559,0.03624739765555662,1.0,1.0,0.4456786012073394,0.740394718900499,60.87290895584066,2.2791618782574123,44.0,0,0,0,51,613.7,32.5,38.2,0.05837789661319073,0.023658093377554222 | |
| KNN (default),1.8202055170645122,0.18718713898544476,0.4968761811551765,0.03639136635491715,1.0,0.9999621915068946,0.5411884208593382,0.9146971563178934,1.035103875827835,2.1647566343855695,43.833333333333336,0.40859,0.22567404641045463,0.036888705359564886,0.050692503527237594,0.021940481982503018,1.0,1.0,0.5109534123207524,1.0,1.0,1.2564234767690339,45.0,0,0,0,51,461.6,23.8,29.9,0.026515151515151516,0.022918450740172708 | |