| method,decision,n5,n25,n50,n100,n200,avg,peak,draws | |
| ens_e12,rule_smooth,0.6788992991872043,0.7031459999822108,0.720872838064683,0.7322218410198911,0.7443948262586132,0.7159069609025205,0.7443948262586132,60 | |
| ens_e11,rule_smooth,0.6842954020444802,0.6975747938537019,0.7237695537762203,0.730258736011159,0.7360978029200862,0.7143992577211294,0.7360978029200862,25 | |
| ens_e10,rule_smooth,0.683175486555451,0.6969789186006878,0.7230823758598024,0.7289044181700924,0.7334709363938623,0.7131224271159793,0.7334709363938623,25 | |
| ens_e6__lapshot,rule_smooth,0.684660852807642,0.7001035446137475,0.7223524798021297,0.7253904591089992,0.7327536796555214,0.713052203197608,0.7327536796555214,25 | |
| ens_e7__lp,rule_smooth,0.6899195731804131,0.7050044149678546,0.7199217932566309,0.7246812946067405,0.725671587674035,0.7130397327371348,0.725671587674035,25 | |
| ens_e6__lp,rule_smooth,0.688223225154486,0.7035375631218013,0.7189207150888388,0.7241918270535026,0.7274471883927498,0.7124641037622756,0.7274471883927498,25 | |
| ens_e5__lp,rule_smooth,0.6874494823188417,0.7035349492230926,0.7185790110716536,0.7229046191629571,0.7252284024971469,0.7115392928547383,0.7252284024971469,25 | |
| ens_e5__lapshot,rule_smooth,0.6844372397521665,0.6997819837478436,0.7215792119983583,0.7228622935584907,0.7282558798552665,0.7113833217824252,0.7282558798552665,25 | |
| ens_e4__lp,rule_smooth,0.6840473093405883,0.7038279491367313,0.71639443300221,0.7247136175582963,0.7278244561748326,0.7113615530425317,0.7278244561748326,60 | |
| ens_e1__lp,rule_smooth,0.6888083000118221,0.6986280508448665,0.7200456849846978,0.7231922889884103,0.725583427544083,0.711251550474776,0.725583427544083,25 | |
| ens_e4__lapshot,rule_smooth,0.686879180873759,0.6959792696102169,0.7200239601361694,0.7230378280963274,0.728932610622016,0.7109705698676978,0.728932610622016,25 | |
| ens_e6,rule_smooth,0.6828073572803083,0.6968775761232975,0.7185214393317755,0.7235218797015998,0.7291556002408152,0.7101767705355593,0.7291556002408152,25 | |
| ens_e7__lp,rule,0.6865727626047263,0.7006176919078652,0.7162218853769106,0.7201824843481935,0.7240102518456265,0.7095210152166643,0.7240102518456265,25 | |
| ens_e5,rule_smooth,0.6827970547659374,0.6966957208140533,0.7179832154635605,0.7209060198695303,0.725384383486056,0.7087532788798276,0.725384383486056,25 | |
| ens_e1__lapshot,rule_smooth,0.6818306366312885,0.6920326767430793,0.7187386278863788,0.7223075014029182,0.7281752504885486,0.7086169386304426,0.7281752504885486,25 | |
| ens_e7__lp,argmax,0.6767875533065513,0.6978345951616433,0.7188288258525167,0.7207476158393813,0.728799381823614,0.7085995943967414,0.728799381823614,25 | |
| ens_e6__lp,rule,0.6818555668549866,0.6996118992625291,0.7151202190823999,0.7192241460831713,0.7258069297740228,0.7083237522114219,0.7258069297740228,25 | |
| ens_e7,rule_smooth,0.6841296812091141,0.6950024021141654,0.7156012162408263,0.7209922505134886,0.7246465098111662,0.708074411977752,0.7246465098111662,25 | |
| lgbm_fedaw100,rule_smooth,0.6500842616561742,0.687390531243028,0.7254599697744972,0.7322793224455494,0.7437737018259962,0.7077975573890491,0.7437737018259962,25 | |
| ens_e5__lp,rule,0.6807755387079839,0.6991788426705094,0.7139162294108341,0.717502936758577,0.7226925141979343,0.7068132123491677,0.7226925141979343,25 | |
| ens_e6__lp,argmax,0.6731980196095082,0.6926228045955141,0.7172722378483695,0.7188959127993446,0.72979119941179,0.7063560348529052,0.72979119941179,25 | |
| ens_e8,rule_smooth,0.6728847738561173,0.6948278316516164,0.7107131284081779,0.723745057237481,0.7285388807742893,0.7061419343855364,0.7285388807742893,60 | |
| ens_e1__lp,rule,0.6822047044399846,0.6941384583575335,0.7141815523047264,0.7170300041459481,0.7227853981201029,0.706068023473659,0.7227853981201029,25 | |
| ens_e4__lp,rule,0.6763772432758866,0.6987979360146405,0.7110754437734649,0.7200364073353337,0.7240321382533627,0.7060638337305376,0.7240321382533627,60 | |
| ens_e1__clamp,argmax,0.6738183210708576,0.6840081680070381,0.7180044156361696,0.7223339472158569,0.7305200297380277,0.7057369763335899,0.7305200297380277,25 | |
| ens_e1__clamp,rule,0.6779918176079663,0.6883731202158894,0.7149685376254891,0.7209287346103229,0.7262652818088705,0.7057054983737077,0.7262652818088705,25 | |
| ens_e4,rule_smooth,0.674401995605212,0.6961771577557442,0.7099124427641058,0.7206348121086751,0.7254093646317085,0.7053071545730891,0.7254093646317085,60 | |
| ens_e9,rule_smooth,0.6731362263976588,0.6919253508271642,0.7077315408728251,0.7224112192129142,0.7306226982211478,0.705165407106342,0.7306226982211478,60 | |
| ens_e1,rule_smooth,0.6779931622315245,0.6880808371075484,0.714570396227594,0.7201875519351136,0.7249945649002891,0.7051653024804139,0.7249945649002891,25 | |
| ens_e5__lp,argmax,0.6724519352037773,0.6933209932959403,0.7160024813056867,0.7172726662479348,0.7267247700923808,0.705154569229144,0.7267247700923808,25 | |
| ens_e3__lp,rule_smooth,0.6638932454179811,0.6924879158659347,0.7196363203931748,0.7232360248832708,0.7257187637653211,0.7049944540651364,0.7257187637653211,25 | |
| lgbm_feda,rule_smooth,0.6344174583550974,0.6956395257372289,0.7176313726745821,0.7309265706578091,0.7441859203220972,0.704560169549363,0.7441859203220972,60 | |
| ens_e1__lp,argmax,0.6739622128558759,0.6853940842679482,0.7164328864751373,0.7167866346400545,0.7275705076810837,0.7040292651840199,0.7275705076810837,25 | |
| ens_e6__lapshot,argmax,0.6685439037719079,0.6876305747728289,0.7149094390302729,0.7179888501689298,0.7283961764990362,0.7034937888485951,0.7283961764990362,25 | |
| ens_e6__lapshot,rule,0.6710436735076469,0.6897962582093984,0.7130037829222156,0.7169031312522514,0.725642898705997,0.7032779489195018,0.725642898705997,25 | |
| ens_e4__lp,argmax,0.6641485814321423,0.6925100878430208,0.7103725757441786,0.7200994975669213,0.7269158044159045,0.7028093094004335,0.7269158044159045,60 | |
| ens_e12,rule,0.6581184151032142,0.6916508913430035,0.7076119674665423,0.7195498421304539,0.735108629399027,0.7024079490884482,0.735108629399027,60 | |
| ens_e5__lapshot,argmax,0.6698208611881155,0.687739450273839,0.7139908875492168,0.71520807353071,0.7230475272305904,0.7019613599544943,0.7230475272305904,25 | |
| ens_e2__lapshot,rule_smooth,0.670967575803796,0.6821005482838619,0.6985253375166253,0.7200842603212064,0.7370038220653504,0.7017363087981681,0.7370038220653504,60 | |
| ens_e12,argmax,0.6496094288329871,0.6885067387896454,0.7085193738649255,0.7221050023975951,0.738766135175447,0.70150133581212,0.738766135175447,60 | |
| ens_e5__lapshot,rule,0.6710284512652981,0.689330140274898,0.711330730946502,0.7138991274718375,0.7206914673314889,0.7012559834580049,0.7206914673314889,25 | |
| ens_e11,argmax,0.6594475506734996,0.6790179148707506,0.7136241093216416,0.7214062335032108,0.7320691431192242,0.7011129902976652,0.7320691431192242,25 | |
| ens_e11,rule,0.662852976774265,0.6818004198269607,0.7109109949627515,0.7195889681210266,0.728094193209878,0.7006495105789764,0.728094193209878,25 | |
| ens_e1__clamp,rule_smooth,0.6763894779691869,0.6855208262377365,0.7095274742761302,0.7145767830075294,0.7166774781748722,0.700538407933091,0.7166774781748722,25 | |
| ens_e10,argmax,0.6590726936800924,0.6780807125640536,0.7117005888442345,0.7192208464908223,0.7280180595870787,0.6992185802332562,0.7280180595870787,25 | |
| ens_e3__lapshot,rule_smooth,0.6463367097725268,0.6826195210700937,0.715820449391489,0.7216371275640785,0.7279134741966947,0.6988654563989767,0.7279134741966947,25 | |
| ens_e3__lp,rule,0.6547102241932757,0.6870903827435778,0.712813170151048,0.7167755678531197,0.7228679304004153,0.6988514550682873,0.7228679304004153,25 | |
| ens_e4__lapshot,rule,0.6699664552386826,0.682930236344943,0.7075511759329997,0.7133291670337969,0.7202788581688091,0.6988111785438462,0.7202788581688091,25 | |
| ens_e2__lp,argmax,0.6567738552972365,0.6751965576637119,0.7059156551892906,0.7189337506413449,0.7369719909920555,0.6987583619567279,0.7369719909920555,25 | |
| ens_e10,rule,0.6611961507270271,0.6806064605801465,0.7095458288443016,0.7170775706647083,0.7244663301178421,0.698578468186805,0.7244663301178421,25 | |
| ens_e4__lapshot,argmax,0.6675112440380424,0.6794751262451613,0.7093839381472614,0.7137100039017785,0.7220233522818085,0.6984207329228104,0.7220233522818085,25 | |
| ens_e1__lp__st,rule_smooth,0.657999534932628,0.6812848467128154,0.7054084936765098,0.7158803414804977,0.7308323348963768,0.6982811103397655,0.7308323348963768,25 | |
| ens_e2__clamp,rule,0.6693259566310157,0.6757454828016316,0.6965301003577913,0.7142301112125666,0.732721360743505,0.697710602349302,0.732721360743505,25 | |
| ens_e6,argmax,0.6613055686295564,0.6800172325175586,0.7093151004543584,0.7140637923614612,0.7237523174898568,0.6976908022905584,0.7237523174898568,25 | |
| ens_e2__lp,rule_smooth,0.6226929796465261,0.6967757155563706,0.71110279282024,0.723834255967514,0.7329847596658243,0.697478100731295,0.7329847596658243,25 | |
| ens_e3__lp,argmax,0.6502573417821178,0.6770456952730507,0.7151790723993547,0.7166787386628103,0.7278983387021959,0.6974118373639059,0.7278983387021959,25 | |
| ens_e6,rule,0.6645475503266836,0.6822577636416034,0.7062967187067954,0.7123113759950035,0.7202493242908878,0.6971325465921947,0.7202493242908878,25 | |
| ens_e1__lapshot,argmax,0.6632153450405317,0.6762581280770071,0.7087064712674956,0.7126031221327315,0.7222770372114,0.6966120207458332,0.7222770372114,25 | |
| ens_e2__lp,rule,0.6261546422087345,0.6919580003112824,0.7102541793303935,0.7213064844801049,0.7326904734249415,0.6964727559510914,0.7326904734249415,25 | |
| ens_e5,argmax,0.6626943386568603,0.6810658046616269,0.7082582755142466,0.7113297530191065,0.7185212373884589,0.69637388184806,0.7185212373884589,25 | |
| ens_e1__lapshot,rule,0.6653430385362213,0.6788368607809968,0.7065068872978642,0.7117135259831138,0.7192228327484689,0.6963246290693329,0.7192228327484689,25 | |
| ens_e3__clamp,argmax,0.6382915526817348,0.6746128808383689,0.71548420648657,0.7213216496216139,0.730184137288635,0.6959788853833845,0.730184137288635,25 | |
| ens_e5,rule,0.6648027354142452,0.6830019267113232,0.7051682391496723,0.7094029700494859,0.7151383577785366,0.6955028458206527,0.7151383577785366,25 | |
| ens_e2,rule_smooth,0.666914306649892,0.6740643820950228,0.6908207084606484,0.7138587969715933,0.7317242621612211,0.6954764912676754,0.7317242621612211,60 | |
| ens_e3__clamp,rule,0.639900379235732,0.6788332067218603,0.7119571266527366,0.7199312391523097,0.7259630619424184,0.6953170027410114,0.7259630619424184,25 | |
| ens_e3,rule_smooth,0.6398729222243562,0.6786513653499651,0.7114196219151803,0.7192209966377394,0.7246719346782782,0.6947673681611038,0.7246719346782782,25 | |
| lgbm_fedaw100,argmax,0.6279771015655384,0.6690488889561583,0.7149832239887846,0.721267750502745,0.7389757194171381,0.6944505368860729,0.7389757194171381,25 | |
| lgbm_fedaw100,rule,0.6324609855303651,0.6733886990545495,0.7121306616655836,0.7184222949834074,0.7352095103148821,0.6943224303097575,0.7352095103148821,25 | |
| ens_e7,argmax,0.6573757447487659,0.6772060308542658,0.7038777237958398,0.7121242074963867,0.7187927045700879,0.6938752822930692,0.7187927045700879,25 | |
| ens_e2__clamp,argmax,0.6549429138564002,0.664580673332074,0.6946157517949004,0.7141580260709476,0.7383612205858847,0.6933317171280414,0.7383612205858847,25 | |
| ens_e7,rule,0.6614162365991414,0.67803259544767,0.7011058845432995,0.7096468206365754,0.7156370267010563,0.6931677127855485,0.7156370267010563,25 | |
| ens_e3__clamp,rule_smooth,0.6455146680860786,0.6776802494067866,0.7075111429492462,0.7143668300507424,0.7166420553376598,0.6923429891661026,0.7166420553376598,25 | |
| lgbm_feda,rule,0.6179690339594646,0.6830595979741189,0.7038838195807409,0.7184562345920446,0.7347887799261619,0.6916314932065062,0.7347887799261619,60 | |
| ens_e1__lp__st,argmax,0.6462557197889276,0.6714572955426237,0.6997574733477883,0.7096022661582985,0.7296862415896399,0.6913517992854555,0.7296862415896399,25 | |
| ens_e2__clamp,rule_smooth,0.6677866224047998,0.6725393619092234,0.6897325226426657,0.7059861528100584,0.720465354374403,0.6913020028282302,0.720465354374403,25 | |
| ens_e8,argmax,0.6462938517931496,0.6776377681565112,0.6964289321860405,0.7132202560244624,0.7204572677507803,0.6908076151821888,0.7204572677507803,60 | |
| lgbm_feda,argmax,0.6073573893526882,0.6800330419332279,0.7048122297280783,0.7210286292812292,0.7382809100690788,0.6903024400728606,0.7382809100690788,60 | |
| ens_e8,rule,0.6506775561238369,0.6782110045785,0.6945395336152954,0.7104507714997602,0.7174487140664875,0.690265515976776,0.7174487140664875,60 | |
| ens_e1__lp__st,rule,0.6478260863987348,0.6728955473184891,0.6971915066201448,0.7069272487574709,0.7249943697373681,0.6899669517664415,0.7249943697373681,25 | |
| ens_e2__lapshot,rule,0.6513293206475943,0.6679992615544461,0.6870985237418217,0.710908674293131,0.7297232411848992,0.6894118042843784,0.7297232411848992,60 | |
| ens_e9,argmax,0.6456701370135759,0.6739620953150252,0.6934097318318792,0.7113823068697732,0.722335931696553,0.6893520405453613,0.722335931696553,60 | |
| ens_e1,argmax,0.6521243156839601,0.667930180478006,0.7012087147581714,0.707450988283721,0.7172979373873212,0.689202427318236,0.7172979373873212,25 | |
| ens_e4,rule,0.6519397192963646,0.6792924772161718,0.6935719636267647,0.7064385647158286,0.7133183128535028,0.6889122075417264,0.7133183128535028,60 | |
| ens_e4,argmax,0.6464409048152091,0.6777014241969569,0.6952631047892059,0.708653247131639,0.7159883188460837,0.6888093999558189,0.7159883188460837,60 | |
| ens_e9,rule,0.6508483871096729,0.6741403445679629,0.6908598727594679,0.7085027337449178,0.7190119568065207,0.6886726589977085,0.7190119568065207,60 | |
| ens_e1,rule,0.6545856261750449,0.6696019652879277,0.6985096395119862,0.7059959224191272,0.7138560643425625,0.6885098435473297,0.7138560643425625,25 | |
| ens_e3__lapshot,argmax,0.6272620377369909,0.6659944615196254,0.706139437119879,0.711919606700311,0.7220333758011248,0.6866697837755862,0.7220333758011248,25 | |
| ens_e2__lapshot,argmax,0.6402635091255183,0.6610127393657268,0.6847695138836176,0.7118506008680452,0.7323258799568748,0.6860444486399565,0.7323258799568748,60 | |
| ens_e3__lapshot,rule,0.6282645973899544,0.6680554975817083,0.703496883605778,0.7109260864874556,0.7187054524705079,0.6858897035070809,0.7187054524705079,25 | |
| lgbm_upw__lapshot,rule_smooth,0.604772217426235,0.6629222780502004,0.6966458784956412,0.7176847602463369,0.7363847871654352,0.6836819842767697,0.7363847871654352,25 | |
| lgbm_w100,rule_smooth,0.6000146875795004,0.6583273814949774,0.6968499703105209,0.7204836404399736,0.7396834638050606,0.6830718287260066,0.7396834638050606,25 | |
| tab_dann_rz_lpft_ent,rule_smooth,0.6246573380905047,0.658532944634719,0.6929202108973769,0.709195489242237,0.7175097319885173,0.6805631429706709,0.7175097319885173,25 | |
| tab_dann_rz_lpft,rule_smooth,0.6184475788811031,0.6654070433796238,0.6864262758533548,0.7074603120734615,0.7180036855847995,0.6791489791544685,0.7180036855847995,60 | |
| ens_e3,argmax,0.6156519229322155,0.6577155507600295,0.6982410914341861,0.7064325546241762,0.7169359327547455,0.6789954105010706,0.7169359327547455,25 | |
| ens_e3,rule,0.6166089942568499,0.6590703946363548,0.6952057189383869,0.7047831030817577,0.713506342420837,0.6778349106668372,0.713506342420837,25 | |
| ens_e2,rule,0.6381503449806335,0.6527651382027831,0.6733863114367059,0.6994618858304888,0.721517378847548,0.6770562118596318,0.721517378847548,60 | |
| lgbm_upw__lp,rule_smooth,0.5346177958775603,0.6857636253509423,0.7046945969273692,0.723997052596177,0.7351489112880073,0.6768443964080112,0.7351489112880073,60 | |
| lgbm_upw__clamp,rule,0.5952116427473666,0.6544069267199623,0.6890583502913022,0.7124126851942238,0.7324423385634137,0.6767063887032536,0.7324423385634137,25 | |
| lgbm_upw__lp,argmax,0.5638141063169904,0.6635430167704945,0.6961642516576109,0.7213008031119048,0.7373521240758697,0.6764348603865741,0.7373521240758697,60 | |
| lgbm_upw__lp,rule,0.5416126834039883,0.681415557517043,0.7029489087178898,0.721884725247548,0.7341045608917419,0.6763932871556422,0.7341045608917419,60 | |
| met_cos_maha,rule_smooth,0.6017035139850071,0.6714034110984493,0.69159637865643,0.7056233770701725,0.705481130025968,0.6751615621672054,0.7056233770701725,60 | |
| met_protoda_maha,rule_smooth,0.6172205377709873,0.6691546462604298,0.6870972711839983,0.6981598372362078,0.7003542632295291,0.6743973111362305,0.7003542632295291,60 | |
| lgbm_upw,rule_smooth,0.5905330955325642,0.652969029060798,0.6837711439979994,0.7117136521731874,0.7315300661782537,0.6741033973885606,0.7315300661782537,60 | |
| ens_e2,argmax,0.6256039400382424,0.6459616954004502,0.6714552318692059,0.7008937935835334,0.7241321391592567,0.6736093600101377,0.7241321391592567,60 | |
| lgbm_upw__clamp,rule_smooth,0.6020422615771632,0.6547646952303333,0.684472006171013,0.7046856040262577,0.7205535314428515,0.6733036196895237,0.7205535314428515,25 | |
| zs_xgb_dann__lp,rule,0.6463859416937227,0.6601926111647844,0.670794985969557,0.685365447348994,0.6975685431119831,0.6720615058578081,0.6975685431119831,25 | |
| lgbm_upw__clamp,argmax,0.5712339602939884,0.6412896097557623,0.6884074617865447,0.7130583885142818,0.7381325318379082,0.6704243904376971,0.7381325318379082,25 | |
| lgbm_upw__lapshot,rule,0.5822294542824318,0.6450207944282533,0.684738893654426,0.708441536998834,0.729801011020183,0.6700463380768256,0.729801011020183,25 | |
| met_proto_maha,rule_smooth,0.6261144998955801,0.6550407551222655,0.6842692004190614,0.68876473825635,0.6931792529360562,0.6694736893258626,0.6931792529360562,25 | |
| lgbm_upw__lapshot,argmax,0.5652553482507335,0.6364681978068394,0.6840264163059728,0.7094816309766688,0.7327713063799138,0.6656005799440257,0.7327713063799138,25 | |
| tab_dann_o60_ft,rule_smooth,0.6435835404436034,0.6583574994243668,0.6698122574955846,0.6741293287989487,0.6819852733988002,0.6655735799122607,0.6819852733988002,25 | |
| lgbm_upw__em,rule_smooth,0.5882490788485105,0.6324610191287515,0.6766429809729717,0.7001612441801864,0.728508289243497,0.6652045224747833,0.728508289243497,25 | |
| zs_dann__lp,rule_smooth,0.6523517397428568,0.656917238027465,0.6606796931315558,0.6709954522803638,0.682176047458991,0.6646240341282466,0.682176047458991,25 | |
| lgbm_w100,rule,0.5707143778241539,0.6360140269333134,0.6799941512224404,0.7057380697315042,0.7306413614229645,0.6646203974268753,0.7306413614229645,25 | |
| tab_dann_rz_lpft_ent,argmax,0.6051632206036209,0.6409495204351893,0.6769676094436888,0.6931843417220256,0.7049226810593636,0.6642374746527777,0.7049226810593636,25 | |
| zs_xgb_dann__lp,argmax,0.6455511669123342,0.6522458080957273,0.6606160810339047,0.671944439250554,0.690732082160099,0.6642179154905238,0.690732082160099,25 | |
| zs_xgb_dann__clamp,rule_smooth,0.6617223516059658,0.6622464378445522,0.6628863729549723,0.6638135554727566,0.6656241008169246,0.6632585637390344,0.6656241008169246,25 | |
| tab_dann_rz_lpft_s300,rule_smooth,0.608627240427375,0.6451900391780931,0.6666532288395696,0.6903720614787452,0.7053376268628838,0.6632360393573334,0.7053376268628838,60 | |
| lgbm_w100,argmax,0.5614270206719791,0.6306240280307852,0.6807684997647232,0.7074661918289153,0.7350500526861372,0.663067158596508,0.7350500526861372,25 | |
| tab_dann_rz_lpft_ent,rule,0.6054737510955908,0.642210707251061,0.6751498444609497,0.6902938449505983,0.7020879446577174,0.6630432184831835,0.7020879446577174,25 | |
| tab_dann_rz_ft,rule_smooth,0.6246415561042958,0.6578377596755574,0.670313885003445,0.6767047345653056,0.6835657929220577,0.6626127456541322,0.6835657929220577,60 | |
| zs_xgb_dann__lp,rule_smooth,0.6410298408303241,0.6444206953179489,0.6477281362667228,0.6717775962443542,0.7077301038503764,0.6625372745019452,0.7077301038503764,25 | |
| cls_lda,rule_smooth,0.6226039952979872,0.6459760123318098,0.6661360833648843,0.684399540332975,0.6932842913601724,0.6624799845375657,0.6932842913601724,25 | |
| tab_res_o60_ft,rule_smooth,0.6213176579170143,0.6502698185542323,0.6665372566262117,0.681559171408216,0.6927104079004562,0.6624788624812261,0.6927104079004562,25 | |
| cls_lr,rule_smooth,0.5873404367304655,0.6287322036647722,0.6809839756236095,0.7009323324326207,0.7133034579776811,0.6622584812858298,0.7133034579776811,25 | |
| met_cos_knn,rule_smooth,0.6116142042262857,0.6505229343850311,0.6710092487200954,0.6792569679173712,0.6943513465678587,0.6613509403633284,0.6943513465678587,25 | |
| tab_dann_rz_lpft,argmax,0.5949773582206593,0.6467586458370027,0.6665399004355198,0.6909004349324376,0.7032911646980855,0.660493500824741,0.7032911646980855,60 | |
| zs_xgb_dann__lapshot,rule_smooth,0.659708096956059,0.6598797012323525,0.6603402416912814,0.660056703959029,0.6606847094150047,0.6601338906507455,0.6606847094150047,25 | |
| tab_dann_rz_lpft,rule,0.5963733968985947,0.6468589190108454,0.6647318290794766,0.6878619475633201,0.7007834713174289,0.6593219127739331,0.7007834713174289,60 | |
| met_cos_maha,argmax,0.5729525070421407,0.6499201998267592,0.6739181917434399,0.6910626298265385,0.6940095508636382,0.6563726158605033,0.6940095508636382,60 | |
| zs_xgb_dann__clamp,rule,0.6537382679782234,0.6544556766589665,0.6549671470803532,0.655945500902946,0.6579719987889503,0.6554157182818878,0.6579719987889503,25 | |
| zs_dann__lp,rule,0.6414154163447613,0.6464567281391727,0.6513763895883009,0.660461429534484,0.675246934186299,0.6549913795586035,0.675246934186299,25 | |
| tab_dann_rg_ft,rule_smooth,0.6297830287445263,0.636612348189814,0.658941184222574,0.6724186349965553,0.6753833530371988,0.6546277098381337,0.6753833530371988,25 | |
| lgbm_upw,rule,0.5616558634936385,0.6287830043018005,0.6641905213606436,0.6971584267926021,0.720760272830069,0.6545096177557508,0.720760272830069,60 | |
| met_cos_maha,rule,0.5755893233491208,0.6480781951863225,0.6699615891765048,0.6876211062826534,0.6900448774923755,0.6542590182973954,0.6900448774923755,60 | |
| met_protoda_maha,rule,0.592402334432983,0.6473261377867038,0.6648906748633155,0.6785510462472226,0.6818108874867211,0.6529962161633892,0.6818108874867211,60 | |
| met_protoda_maha,argmax,0.5882802794153847,0.6467313316301272,0.6655468070358569,0.6804094047081422,0.6826870599093432,0.6527309765397709,0.6826870599093432,60 | |
| zs_xgb_dann,rule_smooth,0.6536055914878547,0.6533087776462186,0.6530446126889283,0.6521444204207306,0.6510544616218926,0.652631572773125,0.6536055914878547,60 | |
| tab_res_rz_ft,rule_smooth,0.5820817603443296,0.6312593647406763,0.6712801434767427,0.6856718553249211,0.6921712784130433,0.6524928804599426,0.6921712784130433,25 | |
| lgbm_emb,rule_smooth,0.5964484854192444,0.6236127320450932,0.6515362186721095,0.6801135506327072,0.7068204959467888,0.6517062965431887,0.7068204959467888,25 | |
| met_supcon_maha,rule_smooth,0.6034206174388984,0.6350683189406736,0.6665994906967955,0.6762438779142483,0.6770604808474706,0.6516785571676172,0.6770604808474706,25 | |
| met_protoda_knn,rule_smooth,0.6053617532925761,0.6342255535433925,0.6559192970362341,0.6727246664635462,0.6888570791204071,0.6514176698912312,0.6888570791204071,25 | |
| met_protoda_ftproj,rule_smooth,0.6021266115982477,0.6330579166303931,0.6620792384113372,0.6780097460166544,0.6814598006770245,0.6513466626667314,0.6814598006770245,25 | |
| lgbm_upw,argmax,0.5427817786896311,0.6221033152878102,0.6621061334270542,0.698581058112028,0.7237250812339558,0.649859473350096,0.7237250812339558,60 | |
| met_proto_maha,rule,0.6010112711968566,0.6335149726630092,0.6633058484443392,0.6690048319525733,0.6748249159000876,0.6483323680313731,0.6748249159000876,25 | |
| met_proto_maha,argmax,0.5990448345957267,0.6311124502470206,0.6644091578438084,0.6690521104901659,0.6761324989296773,0.6479502104212796,0.6761324989296773,25 | |
| cls_nys_lr,rule_smooth,0.5879345486393156,0.6174831235226079,0.6596114851547485,0.6793107055627071,0.6941452265383619,0.6476970178835483,0.6941452265383619,25 | |
| met_cos_ftproj,rule_smooth,0.5723137201491953,0.6230496970635507,0.6711192700424424,0.685047261206038,0.686693625775624,0.6476447148473701,0.686693625775624,25 | |
| cls_lda,rule,0.6000087018577746,0.6250480441007118,0.6481226692393137,0.6730233049709022,0.6875297247292447,0.6467464889795894,0.6875297247292447,25 | |
| met_supcon_ftproj,rule_smooth,0.5858531238827218,0.627012270914474,0.6617461579289461,0.6781916764378011,0.6799936260148659,0.6465593710357618,0.6799936260148659,25 | |
| met_protoda_ftproj,argmax,0.5970444634576766,0.6275521939986552,0.6564945454675494,0.6730018827586682,0.6776152441478533,0.6463416659660806,0.6776152441478533,25 | |
| lgbm_upw__em,rule,0.5582952679709171,0.6111768662045096,0.6577448652883376,0.6867667626861927,0.7166803805511262,0.6461328285402166,0.7166803805511262,25 | |
| met_protoda_ftproj,rule,0.5966061823577448,0.6272612513004321,0.6559664511193896,0.6729622158880775,0.6768438591284826,0.6459279919588252,0.6768438591284826,25 | |
| zs_dann__lp,argmax,0.6281727987873016,0.6337914914596482,0.6397695742225237,0.6518590882861682,0.6693556105106481,0.6445897126532579,0.6693556105106481,25 | |
| zs_xgb_dann__clamp,argmax,0.6421957116303091,0.6428869038483136,0.6435020663213444,0.6446716160582098,0.6476178909657715,0.6441748377647898,0.6476178909657715,25 | |
| tab_dann_rz_lpft_s300,argmax,0.5825342353875445,0.6255922996650667,0.6472878776529972,0.6730477233523176,0.6881043404158653,0.6433132952947582,0.6881043404158653,60 | |
| met_proto_ftproj,rule_smooth,0.5791086099611946,0.6243929940111582,0.6580848059017806,0.6736550358834943,0.6746505658610397,0.6419784023237334,0.6746505658610397,25 | |
| tab_dann_rz_lpft_s300,rule,0.5846028271820413,0.6247899400513209,0.6447463733483348,0.6700647588399935,0.6850364006975113,0.6418480600238403,0.6850364006975113,60 | |
| met_cos_ftproj,argmax,0.566109527922886,0.6164073141283293,0.6635277892190763,0.6781849494415383,0.6816386566024253,0.641173647462851,0.6816386566024253,25 | |
| ts_tcnn_dann_st_ft,rule_smooth,0.5409583541726188,0.634256307875598,0.6565290860787003,0.6831426277211345,0.6905808979540893,0.6410934547604281,0.6905808979540893,25 | |
| met_proto_knn,rule_smooth,0.5888568255886154,0.6285504719362178,0.6464024156551439,0.6595937792617994,0.6817175247873839,0.6410242034458321,0.6817175247873839,25 | |
| met_supcon_ftproj,argmax,0.5800812178104284,0.6215033884293171,0.6556051160520224,0.6720749533738855,0.675789444388287,0.6410108240107881,0.675789444388287,25 | |
| met_cos_ftproj,rule,0.5657316362075362,0.616299610948104,0.6629808104058189,0.6777005394539428,0.6807680825790187,0.6406961359188841,0.6807680825790187,25 | |
| met_supcon_ftproj,rule,0.5799919485659061,0.621178241871625,0.6551349091169365,0.6717284258754499,0.6753002677210823,0.6406667586301998,0.6753002677210823,25 | |
| cls_lr,rule,0.5639279659381311,0.6075924201880035,0.6575884781873389,0.6785931439726444,0.6944947696918324,0.6404393555955901,0.6944947696918324,25 | |
| cls_lr_feda,rule_smooth,0.5625816799997898,0.6214452947416567,0.6598371704454574,0.6680990806411511,0.6864376851209963,0.6396801821898102,0.6864376851209963,25 | |
| zs_xgb_dann__lapshot,rule,0.637447031781476,0.6377015405828058,0.6379455666624111,0.6378184946228587,0.6383243891479753,0.6378474045595054,0.6383243891479753,25 | |
| cls_svm_feda,rule_smooth,0.5631787583437604,0.6166482517476826,0.6561149497241245,0.6675614121966221,0.682922325879719,0.6372851395783817,0.682922325879719,25 | |
| met_cos_knn,rule,0.5835191958070264,0.6245056575237996,0.6443252944737526,0.6560185274703746,0.6751618889741668,0.636706112849824,0.6751618889741668,25 | |
| tab_mlp_rg_ft,rule_smooth,0.5931805686269611,0.6165794572911545,0.6410053516207107,0.6627296111234026,0.6688100720413788,0.6364610121407216,0.6688100720413788,25 | |
| met_proto_ftproj,argmax,0.5728439213173242,0.6182782298926286,0.652106889054429,0.6677534390392827,0.6702171229458085,0.6362399204498945,0.6702171229458085,25 | |
| met_proto_ftproj,rule,0.5726884262825205,0.618060570980723,0.6517324223408889,0.6675948799720604,0.6697184452838172,0.6359589489720021,0.6697184452838172,25 | |
| tab_dann_rz_ft,rule,0.59459600863892,0.6287141867665803,0.6402791739424749,0.6496058418860532,0.6586499165001437,0.6343690255468345,0.6586499165001437,60 | |
| zs_lgbm__clamp,rule_smooth,0.63086457063295,0.6314042385649954,0.6319995887687145,0.6326623842707786,0.6346433177736772,0.6323148200022232,0.6346433177736772,25 | |
| zs_lgbm__lapshot,rule_smooth,0.631893262295766,0.6318868040727723,0.6321449857964444,0.6325201874060223,0.6329055061623543,0.6322701491466718,0.6329055061623543,25 | |
| cls_svm_feda,argmax,0.5549017094736209,0.61084949801365,0.6529376799303478,0.6642603690201011,0.6783622470966435,0.6322623007068727,0.6783622470966435,25 | |
| zs_xgb_dann__lapshot,argmax,0.6306460692777874,0.6310066977780832,0.6312058286190736,0.6312805128008316,0.6327963399599631,0.6313870896871479,0.6327963399599631,25 | |
| cls_svm_feda,rule,0.55595449544196,0.6112017203254153,0.6511503425065026,0.6609450423443807,0.6741484618287912,0.63068001248941,0.6741484618287912,25 | |
| met_supcon_maha,rule,0.5780696430285361,0.6146849626027192,0.6428274978513409,0.6568149883487642,0.6596049305072962,0.6304004044677314,0.6596049305072962,25 | |
| tab_dann_o60_ft,rule,0.6045609255427655,0.6202387118261482,0.6339433979735206,0.6408794758427296,0.649843830310075,0.6298932682990478,0.649843830310075,25 | |
| tab_dann_rz_ft,argmax,0.5809365168290851,0.621006646711826,0.6373844108297434,0.6491579134667799,0.6593232013542124,0.6295617378383294,0.6593232013542124,60 | |
| tab_res_rz_ft,argmax,0.5506508902363919,0.6020611267281859,0.6483314175059022,0.6665508588320017,0.678743396347549,0.6292675379300061,0.678743396347549,25 | |
| tab_dann_rg_ft,rule,0.6029964567373064,0.612586807192321,0.6315823692626794,0.6454007500100436,0.6505801563761647,0.628629307915703,0.6505801563761647,25 | |
| tab_dann_rz_proto,rule_smooth,0.6111115013362006,0.6165580082623805,0.6370622189044953,0.6368819851333982,0.6394884530601286,0.6282204333393206,0.6394884530601286,25 | |
| met_cos_tpn,rule_smooth,0.6226290588213003,0.6127375253580916,0.6351239591819133,0.6349239113914308,0.633713112392377,0.6278255134290226,0.6351239591819133,25 | |
| lgbm_emb,rule,0.5675054991951634,0.597980604944661,0.6260911689921352,0.6565853678899195,0.689316752985693,0.6274958788015145,0.689316752985693,25 | |
| met_protoda_knn,rule,0.5876820631717972,0.6064968395070534,0.6298245657039975,0.646852432119253,0.6658056133875421,0.6273323027779286,0.6658056133875421,25 | |
| tab_dann_o60_ft,argmax,0.6046724864479478,0.6124590215322814,0.628886436847229,0.6395751522886983,0.6510565569868584,0.6273299308206031,0.6510565569868584,25 | |
| tab_res_o60_proto,rule_smooth,0.6116466202106505,0.6201980921229191,0.6343658703497561,0.6347368709194118,0.6355902945571721,0.627307549631982,0.6355902945571721,25 | |
| met_supcon_maha,argmax,0.5694914915353163,0.610887642423887,0.6397202750418349,0.6549758955876974,0.6600971958925632,0.6270345000962598,0.6600971958925632,25 | |
| met_cos_knn,argmax,0.5870864719156316,0.5919426607163396,0.6313529530992903,0.6483284818279266,0.6740211981317012,0.6265463531381779,0.6740211981317012,25 | |
| tab_res_rz_ft,rule,0.5518861568455385,0.6027904889928344,0.6423528764450834,0.6617376220515138,0.6732546782490794,0.6264043645168099,0.6732546782490794,25 | |
| cls_svm,rule_smooth,0.5440844300144887,0.5975861438305677,0.6428842690486455,0.6634291680503578,0.6840361893044762,0.6264040400497072,0.6840361893044762,25 | |
| tab_res_o60_ft,rule,0.5796331929659543,0.6116897421425318,0.629959559492182,0.648158087197898,0.6620720770593618,0.6263025317715856,0.6620720770593618,25 | |
| zs_dann__clamp,rule_smooth,0.6252920544451652,0.6257414630041693,0.6259638325354435,0.6261082712595881,0.6269609038144774,0.6260133050117688,0.6269609038144774,25 | |
| met_cos_pn,rule_smooth,0.6116142042262857,0.6160189660586777,0.6318211246786125,0.632503815200886,0.6347480706296653,0.6253412361588254,0.6347480706296653,25 | |
| zs_lgbm__clamp,rule,0.6236617201058224,0.6239004506013195,0.6247108716617,0.6250001203525788,0.6267348184237893,0.6248015962290421,0.6267348184237893,25 | |
| zs_xgb_dann__em,rule_smooth,0.6254317160665442,0.62536833237458,0.6251030197927742,0.6242597591152683,0.6234029540847137,0.624713156286776,0.6254317160665442,25 | |
| lgbm_emb,argmax,0.5624491050851728,0.591064936852244,0.6228070138487987,0.6546593323465096,0.6905673338280597,0.6243095443921569,0.6905673338280597,25 | |
| tab_mlp_rz_ft,rule_smooth,0.5724295858458623,0.6045728551772724,0.6304746459740314,0.647717563955113,0.6632892506839286,0.6236967803272415,0.6632892506839286,25 | |
| tab_res_o60_ft,argmax,0.5751925063945661,0.6042256749428284,0.6269861958817913,0.6477702895827118,0.6638078403958527,0.62359650143955,0.6638078403958527,25 | |
| cls_nys_lr,rule,0.5583239387727257,0.5934761327586908,0.6342845662876714,0.6558617450902677,0.6743795679281447,0.6232651901675,0.6743795679281447,25 | |
| tab_mlp_o60_ft,rule_smooth,0.5713460540949904,0.6092436546173401,0.6275148709264272,0.6466728018391896,0.6603789998191278,0.6230312762594149,0.6603789998191278,25 | |
| tab_dann_o60_joint,rule_smooth,0.606619005747442,0.6142876131438577,0.6208076298828681,0.6286320883318641,0.6440447869960242,0.6228782248204112,0.6440447869960242,25 | |
| met_supcon_knn,rule_smooth,0.5751351218299324,0.6040848950649026,0.6248004880984935,0.6421107794970276,0.6674320298384983,0.6227126628657709,0.6674320298384983,25 | |
| zs_lgbm,rule_smooth,0.6235170770946137,0.6230831095022396,0.6230366470664969,0.6218829751015775,0.6203861532204591,0.6223811923970773,0.6235170770946137,25 | |
| zs_dann__lapshot,rule_smooth,0.6224201169932595,0.6226332870674307,0.622515559258895,0.6219923240970996,0.6221420731308546,0.6223406721095078,0.6226332870674307,25 | |
| cls_lr,argmax,0.5522019632869162,0.5876454951612403,0.6339729020211727,0.6597507137647999,0.677565483549008,0.6222273115566275,0.677565483549008,25 | |
| tab_dann_o60_proto,rule_smooth,0.6171413454857165,0.6123892246112701,0.6233286261402075,0.627050014812415,0.6284711281443638,0.6216760678387946,0.6284711281443638,25 | |
| tab_dann_rg_ft,argmax,0.5817609904905376,0.6007449079449106,0.6271979797729024,0.6437648132707443,0.6518180577199624,0.6210573498398114,0.6518180577199624,25 | |
| tab_coral_o60_ft,rule_smooth,0.5834643091047192,0.6031194308310317,0.61852216606739,0.6395738499472847,0.6571051010521802,0.6203569714005213,0.6571051010521802,25 | |
| cls_knn,rule_smooth,0.5027451051532876,0.6150002861593297,0.6368362237264386,0.6622333020131468,0.6838173208237013,0.6201264475751808,0.6838173208237013,25 | |
| cls_svm,argmax,0.5341342310094406,0.5910798776276179,0.6373395128099677,0.658025419140586,0.6793237434594563,0.6199805568094138,0.6793237434594563,25 | |
| cls_svm,rule,0.5352697964156211,0.5901015291172208,0.635499079679698,0.6552457270895002,0.6756635787395504,0.6183559422083181,0.6756635787395504,25 | |
| zs_xgb_dann,rule,0.6187345372467739,0.6185528011676743,0.6182348036282918,0.6171753567928356,0.6160739638091858,0.6177542925289523,0.6187345372467739,60 | |
| cls_lr_feda,argmax,0.5378184878318053,0.5990576773513396,0.639977588090531,0.647022385978521,0.6610330125401946,0.6169818303584783,0.6610330125401946,25 | |
| cls_lr_feda,rule,0.539018302804282,0.5998468686347997,0.6389157988584578,0.6455058909561162,0.6609345930664379,0.6168442908640188,0.6609345930664379,25 | |
| cls_lda,argmax,0.5392477282061222,0.5845180180046403,0.6153972044350884,0.6587738271237397,0.6861667261218826,0.6168207007782947,0.6861667261218826,25 | |
| tab_dann_rz_proto,argmax,0.5998376350178567,0.6046203226664104,0.6227771417988548,0.6254250402729256,0.6262148209845776,0.615774992148125,0.6262148209845776,25 | |
| tab_dann_rz_proto,rule,0.599856830468019,0.6047839771438727,0.6229770541140438,0.6251266870386301,0.626023541438647,0.6157536180406424,0.626023541438647,25 | |
| lgbm_upw__em,argmax,0.5279825108276301,0.548576868284955,0.6270469232335731,0.6659870221929667,0.7076007705593588,0.6154388190196968,0.7076007705593588,25 | |
| met_proto_knn,rule,0.5700295722492321,0.6002517285685531,0.6190254679258567,0.6317219507626373,0.6561449284794771,0.6154347295971513,0.6561449284794771,25 | |
| tab_dann_rg_proto,rule_smooth,0.6068111970954835,0.6096624883425805,0.6200924347300921,0.6192273698025603,0.6207672398965414,0.6153121459734516,0.6207672398965414,25 | |
| zs_dann__clamp,rule,0.6134921126112918,0.6141470760051663,0.6142975096406302,0.614651566583664,0.6161191257766758,0.6145414781234855,0.6161191257766758,25 | |
| met_protoda_knn,argmax,0.5841162593078026,0.5791569106586627,0.6104381108879334,0.6351635691099855,0.6573283161621933,0.6132406332253155,0.6573283161621933,25 | |
| tab_res_rz_proto,rule_smooth,0.5713943065265323,0.6025915894763487,0.6246360387257632,0.6278430987801618,0.6361984847182475,0.6125327036454107,0.6361984847182475,25 | |
| zs_dann,rule_smooth,0.6133820367295184,0.613263841146175,0.6129979142280992,0.611886194698046,0.610433121325868,0.6123926216255413,0.6133820367295184,25 | |
| tab_dann_rg_joint,rule_smooth,0.6018592439481585,0.6032615980537669,0.6090461980107883,0.6167523687942227,0.629546713782519,0.6120932245178912,0.629546713782519,25 | |
| zs_lgbm__em,rule_smooth,0.6130629242140546,0.6126547909449833,0.6125534026708453,0.6115313598116232,0.6104936271465948,0.6120592209576203,0.6130629242140546,25 | |
| zs_xgb_dann,argmax,0.6126772665684909,0.612495247028393,0.612390864553025,0.611587366176605,0.6108617624293143,0.6120025013511656,0.6126772665684909,60 | |
| tab_res_o60_proto,argmax,0.5934241622927126,0.6020841831968051,0.6162712879381365,0.617845214755092,0.6182051931242488,0.609566008261399,0.6182051931242488,25 | |
| tab_res_o60_proto,rule,0.5934718085530715,0.6027564615186262,0.6161781982972304,0.6174772435946397,0.6178864829341983,0.6095540389795532,0.6178864829341983,25 | |
| tab_dann_rz_joint,rule_smooth,0.593912807096568,0.5983312311374174,0.6067314150064457,0.6153845138171266,0.6296449075548629,0.6088009749224842,0.6296449075548629,25 | |
| ts_tcnn_dann_st_ft,rule,0.5161819850479267,0.6006834216019348,0.6195388451384579,0.6489866649904362,0.658156935807537,0.6087095705172585,0.658156935807537,25 | |
| zs_lgbm__lapshot,rule,0.6081412001796405,0.6080771439861392,0.6083989344466243,0.6085022217756197,0.6098046506597268,0.6085848302095501,0.6098046506597268,25 | |
| tab_dann_o60_proto,rule,0.6023072860749605,0.598336175639935,0.609226803376747,0.614820556089483,0.6145900358986718,0.6078561714159595,0.614820556089483,25 | |
| tab_dann_o60_proto,argmax,0.6025729927102959,0.5975677063211338,0.6087134482548444,0.6145884728676935,0.6146611186689145,0.6076207477645764,0.6146611186689145,25 | |
| met_protoda_pn,rule_smooth,0.6053617532925761,0.6022946984478463,0.6109606292791374,0.6109019343482857,0.6059603128731721,0.6070958656482036,0.6109606292791374,25 | |
| tab_dann_rz_zs,rule_smooth,0.6079605714198733,0.6076148940781131,0.6074572235843277,0.6064323962177565,0.6052242715218027,0.6069378713643746,0.6079605714198733,25 | |
| cls_nys_lr,argmax,0.5355641807257931,0.5760498298004966,0.6169564939838502,0.6401436242019036,0.661097258346149,0.6059622774116384,0.661097258346149,25 | |
| met_cos_tpn,argmax,0.5987435818073902,0.5892164472242674,0.6120806182178018,0.6121257886951281,0.6132107646939043,0.6050754401276983,0.6132107646939043,25 | |
| tab_dann_rg_proto,rule,0.5974221584461843,0.5992648039060646,0.6096441511422528,0.6086603572392215,0.6087715538006132,0.6047526049068673,0.6096441511422528,25 | |
| tab_dann_rg_proto,argmax,0.5979682956416528,0.5987430685140884,0.6094083253077397,0.6081489290277907,0.6084736660063254,0.6045484568995193,0.6094083253077397,25 | |
| ts_tcnn_dann_st_ft,argmax,0.5022059868760326,0.5947551791064752,0.6185569872326964,0.6479409345338729,0.6572066920391103,0.6041331559576375,0.6572066920391103,25 | |
| tab_mlp_rg_ft,rule,0.5631777272583085,0.5838437630614275,0.6034544212438113,0.6265284033461122,0.637644893125023,0.6029298416069365,0.637644893125023,25 | |
| zs_dann__em,rule_smooth,0.6038842845185292,0.6037234506802858,0.6033698883484535,0.6020894531575689,0.6012078269050123,0.6028549807219699,0.6038842845185292,25 | |
| zs_dann__clamp,argmax,0.6011081407423383,0.6016019733627948,0.6019351309295622,0.6025387166614262,0.6043783670558545,0.6023124657503953,0.6043783670558545,25 | |
| tab_dann_o60_zs,rule_smooth,0.6031780912782284,0.6030910502631108,0.6028843220171034,0.6014138220639913,0.6002735646717479,0.6021681700588364,0.6031780912782284,25 | |
| met_proto_knn,argmax,0.5655529598471377,0.5730439990859383,0.602702472251931,0.6203396714157695,0.6475632200709152,0.6018404645343384,0.6475632200709152,25 | |
| met_cos_pn,argmax,0.5870864719156316,0.5916611000257808,0.6089422692426105,0.6087843709519399,0.6116472562424141,0.6016242936756754,0.6116472562424141,25 | |
| tab_dann_rg_zs,rule_smooth,0.6024469748338761,0.6020973464126783,0.6019153795048817,0.6009140295918523,0.5991010987295091,0.6012949658145595,0.6024469748338761,25 | |
| tab_mlp_rg_ft,argmax,0.5582925212642229,0.5769445154268074,0.6026558294263918,0.6283884237911334,0.6397878733063967,0.6012138326429904,0.6397878733063967,25 | |
| met_cos_pn,rule,0.5835191958070264,0.5929934606076949,0.6076769026822746,0.6089620038119242,0.6104868338033034,0.6007276793424448,0.6104868338033034,25 | |
| met_cos_tpn,rule,0.595264652375984,0.5849070040518571,0.6067770519763143,0.6071868028724117,0.6074359611764357,0.6003142944906006,0.6074359611764357,25 | |
| zs_xgb_dann__em,rule,0.6006889846444727,0.6007150845873612,0.6004707025788687,0.5995817661095187,0.5990746174293742,0.6001062310699191,0.6007150845873612,25 | |
| met_proto_pn,rule_smooth,0.5888568255886154,0.5930701070703274,0.6056067545542195,0.6058659635843646,0.6025973871453606,0.5991994075885774,0.6058659635843646,25 | |
| tab_res_o60_joint,rule_smooth,0.5444567321508188,0.5755797675104619,0.6017603539166194,0.626851939973967,0.6470632688147508,0.5991424124733236,0.6470632688147508,25 | |
| met_supcon_knn,rule,0.55679307615682,0.5787676560459115,0.5998020627466405,0.6171061915026541,0.6418000596491146,0.5988538092202281,0.6418000596491146,25 | |
| tab_res_rz_proto,rule,0.5538823055851785,0.5870469483262513,0.6064709921769719,0.6117113140827688,0.6193967502064883,0.5957016620755317,0.6193967502064883,25 | |
| tab_coral_rz_ft,rule_smooth,0.5528714459203703,0.5737076281054423,0.5938599110451023,0.6165126740807128,0.6379223268425129,0.5949747971988281,0.6379223268425129,25 | |
| tab_res_rz_proto,argmax,0.5538043201574406,0.5858827366365781,0.6055937587072823,0.6092005784411918,0.6169741927102199,0.5942911173305425,0.6169741927102199,25 | |
| zs_dann__lapshot,rule,0.593783389768639,0.593836409421785,0.5941008562313598,0.5934408501259403,0.5932937796401813,0.5936910570375811,0.5941008562313598,25 | |
| cls_knn,rule,0.5471251694797491,0.5662120407689927,0.5896155615827786,0.618146742892972,0.6449378729158669,0.5932074775280718,0.6449378729158669,25 | |
| tab_mlp_rz_ft,rule,0.5447497676562894,0.5754603136095823,0.5959544150115986,0.6142356695999359,0.6352636990938207,0.5931327729942454,0.6352636990938207,25 | |
| met_protoda_pn,rule,0.5876820631717972,0.5878099285872038,0.5962038922000937,0.5975583286178435,0.5934849366051497,0.5925478298364175,0.5975583286178435,25 | |
| zs_lgbm,rule,0.5927544843144255,0.5924973098097549,0.5923412806740466,0.5916320787733866,0.5902670380787424,0.5918984383300712,0.5927544843144255,25 | |
| zs_lgbm__lp,argmax,0.5530516408474849,0.5630541953599373,0.577093885710591,0.608076911659886,0.6530676788319661,0.5908688624819731,0.6530676788319661,25 | |
| tab_mlp_rz_ft,argmax,0.5355919966052267,0.5703135759908096,0.5935676169984566,0.6144387472144673,0.6352462754570443,0.5898316424532009,0.6352462754570443,25 | |
| met_protoda_tpn,rule_smooth,0.5929333899108137,0.5888944458513636,0.5894537079923751,0.5891664248399038,0.5872966443528773,0.5895489225894668,0.5929333899108137,25 | |
| zs_lgbm__clamp,argmax,0.5871967673723406,0.5878112700478667,0.5885307288331811,0.5900988043647702,0.5923017826095387,0.5891878706455396,0.5923017826095387,25 | |
| cls_knn,argmax,0.5192734643914119,0.5546818395213632,0.5896660227718478,0.6236737762646021,0.6519229120445301,0.587843602998751,0.6519229120445301,25 | |
| zs_dann__lapshot,argmax,0.58731406995048,0.5876005599652203,0.5876741112986498,0.5873013656565691,0.5879277407996861,0.587563569534121,0.5879277407996861,25 | |
| tab_dann_o60_joint,rule,0.5733845263960993,0.5784740583657035,0.5855435942297205,0.5909141339445434,0.6093649541657183,0.587536253420357,0.6093649541657183,25 | |
| tab_mlp_rg_proto,rule_smooth,0.5627005407118553,0.5816222900854449,0.5956925206312654,0.5982400571400894,0.5989268379891461,0.5874364493115601,0.5989268379891461,25 | |
| tab_coral_o60_proto,rule_smooth,0.5714904138553228,0.5804102178785622,0.5898644718456275,0.5944943419235638,0.592320013494876,0.5857158917995904,0.5944943419235638,25 | |
| tab_dann_rg_joint,rule,0.5772484337616662,0.5779496020981318,0.5831169103219855,0.5884319356101597,0.600139635022376,0.5853773033628639,0.600139635022376,25 | |
| met_protoda_pn,argmax,0.5841162593078026,0.5794604483030312,0.5867570078546047,0.5874222262457265,0.5822222588467902,0.5839956401115911,0.5874222262457265,25 | |
| tab_dann_rz_zs,rule,0.5834128867492175,0.5830601888668777,0.5830466386481545,0.5823093249088485,0.5808567944297411,0.582537166720568,0.5834128867492175,25 | |
| zs_lgbm__em,rule,0.5832047297791046,0.5830370463652392,0.5831548591690394,0.5822464755184835,0.5807596559238689,0.5824805533511472,0.5832047297791046,25 | |
| tab_dann_rz_joint,rule,0.5674934367707609,0.5719346094803035,0.5779467883757463,0.5874635248680595,0.6025915633844202,0.5814859845758582,0.6025915633844202,25 | |
| met_proto_pn,rule,0.5700295722492321,0.5771087273464721,0.5864962286327037,0.5871489631427738,0.584920481440496,0.5811407945623355,0.5871489631427738,25 | |
| tab_mlp_o60_ft,rule,0.5450353872605389,0.5676904573007179,0.5787222494483585,0.5982451591412481,0.6154892586539159,0.5810365023609558,0.6154892586539159,25 | |
| met_supcon_pn,rule_smooth,0.5751351218299324,0.5765597093927779,0.5838749873367006,0.5832311345561846,0.583718593832158,0.5805039093895507,0.5838749873367006,25 | |
| tab_res_rz_joint,rule_smooth,0.5219308814829811,0.5514444525565653,0.5804985523785142,0.6070980630008863,0.637479801188271,0.5796903501214435,0.637479801188271,25 | |
| zs_lgbm__lapshot,argmax,0.5784926757241469,0.5787226292404946,0.5793701326562017,0.5797006730683598,0.5810267988392532,0.5794625819056913,0.5810267988392532,25 | |
| ts_tcnn_dann_st_joint,rule_smooth,0.4848044264888176,0.5530549889757703,0.5866895767776246,0.6188381059934105,0.6526049942988271,0.57919841850689,0.6526049942988271,25 | |
| tab_dann_rg_zs,rule,0.5799811695798142,0.5797413307285667,0.5795582510212203,0.5787441821261698,0.5772982358577574,0.5790646338627056,0.5799811695798142,25 | |
| tab_dann_rg_joint,argmax,0.5714232090026939,0.5715706095021312,0.5772529944499354,0.5820526252005273,0.5923961545105809,0.5789391185331738,0.5923961545105809,25 | |
| tab_coral_o60_ft,rule,0.5443352234910026,0.5618623037227073,0.5759606154100534,0.595264047391343,0.6141463613040148,0.5783137102638243,0.6141463613040148,25 | |
| tab_mlp_rg_joint,rule_smooth,0.5502835020498569,0.5574213969403127,0.5738283086165046,0.5881775380616622,0.6181780725624489,0.577577763646157,0.6181780725624489,25 | |
| tab_dann_o60_joint,argmax,0.5589531977307018,0.5672679706481055,0.5749417228331597,0.5826877485864154,0.5995068201907465,0.5766714919978257,0.5995068201907465,25 | |
| zs_dann,rule,0.5772414174359534,0.5770952912539341,0.5770014087738893,0.575701700906843,0.574661674975559,0.5763402986692358,0.5772414174359534,25 | |
| tab_coral_o60_ft,argmax,0.5426363268503565,0.5578521291327657,0.5715555601168371,0.5926243786247819,0.612509165889267,0.5754355121228016,0.612509165889267,25 | |
| zs_lgbm__lp,rule,0.5311144343893515,0.5387410494427572,0.5474484983671206,0.5664821997304226,0.6924636766464473,0.5752499717152199,0.6924636766464473,25 | |
| met_protoda_tpn,rule,0.5768851623032276,0.5738281720939239,0.5748837484952065,0.5746162555686756,0.5725573801609267,0.5745541437243921,0.5768851623032276,25 | |
| tab_dann_rz_zs,argmax,0.5750758160946872,0.5747712238302485,0.5747072948415174,0.5740104402566124,0.5727835823648345,0.57426967147758,0.5750758160946872,25 | |
| tab_mlp_o60_ft,argmax,0.5407439203117596,0.5602314774146987,0.567202814800748,0.5918780985394198,0.6104430573885462,0.5740998736910343,0.6104430573885462,25 | |
| met_proto_pn,argmax,0.5655529598471377,0.5693757231372741,0.5797885309206198,0.5795644286600254,0.5757965889602227,0.574015646305056,0.5797885309206198,25 | |
| met_supcon_knn,argmax,0.5488830956800322,0.5399016614085281,0.5659819099632962,0.5936622141427432,0.6215671541300087,0.5739992070649217,0.6215671541300087,25 | |
| tab_dann_rz_joint,argmax,0.5587817469970251,0.5630902786132371,0.5697020668953321,0.5800810694332439,0.5931507901256976,0.5729611904129073,0.5931507901256976,25 | |
| met_proto_tpn,rule_smooth,0.5769408052084485,0.5712848883568689,0.5729033510470807,0.5715214218301254,0.569462616372501,0.5724226165630049,0.5769408052084485,25 | |
| tab_mlp_rz_proto,rule_smooth,0.5475409003151649,0.5659887694473275,0.5795834644545492,0.5826227617891212,0.5857809781199176,0.5723033748252161,0.5857809781199176,25 | |
| met_protoda_tpn,argmax,0.574412594339919,0.5704428787003212,0.571353885695318,0.5711860730578572,0.5689844028991231,0.5712759669385077,0.574412594339919,25 | |
| tab_coral_o60_joint,rule_smooth,0.5236994697383535,0.5469120404604663,0.5686578253675814,0.5958609418238794,0.6203430575120985,0.5710946669804757,0.6203430575120985,25 | |
| zs_dann__em,rule,0.5719746391719362,0.5716837193012638,0.5714269410028854,0.5700837442259933,0.5693594645424965,0.570905701648915,0.5719746391719362,25 | |
| tab_mlp_rg_proto,rule,0.5467224008715947,0.5660328417649233,0.578712911149073,0.5808860486899048,0.5804203434798662,0.5705549091910724,0.5808860486899048,25 | |
| tab_dann_o60_zs,rule,0.5708839134647432,0.5707606033648647,0.5705312563053254,0.5693632922678329,0.5685498221083083,0.5700177775022149,0.5708839134647432,25 | |
| ts_tcnn_dann_st_joint,rule,0.5264393433629886,0.5453422272702749,0.5619286386920788,0.5912453893380073,0.6222346250365499,0.5694380447399798,0.6222346250365499,25 | |
| tab_dann_rg_zs,argmax,0.5699528911025601,0.5697447413423229,0.5696295063681018,0.5688922969317168,0.5676082872439444,0.5691655445977293,0.5699528911025601,25 | |
| tab_coral_rz_ft,rule,0.5326914730625901,0.5499112106042874,0.5665537671683473,0.5876991360503246,0.60832435506571,0.5690359883902518,0.60832435506571,25 | |
| tab_coral_o60_proto,rule,0.5569803432226912,0.5621623776143243,0.5705350387313015,0.5776682737008534,0.5741934155344172,0.5683078897607176,0.5776682737008534,25 | |
| tab_coral_o60_proto,argmax,0.5571244380006573,0.5617555964269121,0.5692809573161033,0.5773819619994831,0.5734440607446223,0.5677974028975555,0.5773819619994831,25 | |
| tab_coral_rz_ft,argmax,0.5221299399073571,0.5420595000989397,0.564940460534167,0.5944502629406709,0.6136158445284499,0.567439201601917,0.6136158445284499,25 | |
| zs_lgbm,argmax,0.5679436964284867,0.5677794234496167,0.5677835065763327,0.5671181790537674,0.5660976909097271,0.5673444992835861,0.5679436964284867,25 | |
| tab_mlp_rg_proto,argmax,0.5462350051096003,0.5637688662140825,0.5752588947667171,0.5763811308396396,0.5741778849325325,0.5671643563725144,0.5763811308396396,25 | |
| tab_mlp_o60_proto,rule_smooth,0.5491147930176937,0.560254374275551,0.5703369160174396,0.5794590136824201,0.5756357159373097,0.5669601625860828,0.5794590136824201,25 | |
| zs_dann,argmax,0.566722069374948,0.5666082246448072,0.5664636421915936,0.5652966469348886,0.5645088744931168,0.5659198915278708,0.566722069374948,25 | |
| tab_mlp_rz_joint,rule_smooth,0.5294311901216555,0.5429719711084974,0.5597423123141698,0.5827506454992064,0.6103359646767108,0.5650464167440481,0.6103359646767108,25 | |
| tab_mlp_o60_joint,rule_smooth,0.5169648327933505,0.5299122860805145,0.5632579015402589,0.5924502086132722,0.6166991040926106,0.5638568666240014,0.6166991040926106,25 | |
| met_supcon_pn,rule,0.55679307615682,0.5603240249799432,0.5662962800238136,0.566729606781982,0.5658745929639891,0.5632035161813096,0.566729606781982,25 | |
| tab_res_o60_joint,rule,0.5111218143648875,0.5358292512847191,0.5579662134169576,0.5833374826879325,0.6079586582169035,0.55924268399428,0.6079586582169035,25 | |
| met_proto_tpn,rule,0.5628071336409615,0.5580310188450215,0.5583592452863433,0.5582141029734795,0.5564166146691062,0.5587656230829824,0.5628071336409615,25 | |
| tab_coral_rz_proto,rule_smooth,0.5382800096500783,0.5509722714790428,0.5646463188946019,0.5662910140322388,0.5665757836029717,0.5573530795317867,0.5665757836029717,25 | |
| met_proto_tpn,argmax,0.5585660092443077,0.5547320760686313,0.5558475013428447,0.5552606753538245,0.5532046324274862,0.5555221788874188,0.5585660092443077,25 | |
| met_supcon_tpn,rule_smooth,0.5583574595287688,0.5548235273771296,0.5561863757813499,0.555566545762051,0.5524599314468897,0.5554787679792378,0.5583574595287688,25 | |
| tab_mlp_rz_proto,rule,0.5323985721597686,0.5490950589310682,0.5609736565380972,0.565796371697697,0.5684792968622286,0.5553485912377719,0.5684792968622286,25 | |
| tab_dann_o60_zs,argmax,0.5556328096329569,0.5555260655570041,0.5552991536168961,0.5543106860029221,0.553423218072671,0.55483838657649,0.5556328096329569,25 | |
| tab_mlp_rg_zs,rule_smooth,0.5559559129227728,0.5554685324757327,0.5550848681540426,0.5541027385240839,0.5530316133098361,0.5547287330772936,0.5559559129227728,25 | |
| tab_res_rz_joint,rule,0.4988133738325269,0.5232840673655004,0.5481908773800557,0.573230369307185,0.6058378760853541,0.5498713127941245,0.6058378760853541,25 | |
| tab_mlp_rz_proto,argmax,0.5315439627284985,0.5449402424718898,0.554061867995469,0.5586110473359288,0.559877990230229,0.5498070221524031,0.559877990230229,25 | |
| met_supcon_pn,argmax,0.5488830956800322,0.5471130297503939,0.5533004739226074,0.550189888821264,0.5492017367415137,0.5497376449831622,0.5533004739226074,25 | |
| tab_res_o60_joint,argmax,0.4956655673336675,0.5240879978014897,0.5497077661811588,0.5773974397648878,0.5989314017268759,0.549158034561616,0.5989314017268759,25 | |
| tab_coral_o60_zs,rule_smooth,0.5495050737028935,0.5492218582048753,0.548831675643418,0.547911266648992,0.5465142077912466,0.5483968163982851,0.5495050737028935,25 | |
| ts_tcnn_dann_st_joint,argmax,0.5092056602910952,0.5323241589650083,0.5466818981117693,0.5687828792963486,0.5824412600824604,0.5478871713493364,0.5824412600824604,25 | |
| tab_coral_rz_joint,rule_smooth,0.5205156200920916,0.5319585677172556,0.5451581770640479,0.5585012207260573,0.580874262702112,0.5474015696603128,0.580874262702112,25 | |
| tab_mlp_o60_proto,rule,0.5334488419818925,0.5400638321655126,0.548388951214133,0.557902913522624,0.5528676226683181,0.546534432310496,0.557902913522624,25 | |
| cls_lr_zs,rule_smooth,0.5474472819149646,0.5469981102827524,0.546786421071882,0.5461021064482454,0.5448364906271241,0.5464340820689937,0.5474472819149646,25 | |
| tab_mlp_rg_joint,rule,0.520540429599438,0.5282051973516193,0.5416816290511044,0.5543575025287055,0.5851062931464057,0.5459782103354545,0.5851062931464057,25 | |
| tab_coral_rz_proto,rule,0.5281192779026073,0.5396022736187904,0.5523146714357405,0.5552828473271918,0.5545003116970249,0.545963876396271,0.5552828473271918,25 | |
| tab_coral_rz_proto,argmax,0.5285499660880294,0.539027284181836,0.5514071448933869,0.5552287266017261,0.5534857478856309,0.5455397739301218,0.5552287266017261,25 | |
| tab_mlp_o60_proto,argmax,0.5322903766483013,0.5377352571155345,0.5448389649774104,0.5555409519822005,0.5483054711072429,0.543742204366138,0.5555409519822005,25 | |
| met_supcon_tpn,rule,0.5462233932398396,0.5426642141606933,0.5436925451588783,0.5431251301407116,0.5412032790811205,0.5433817123562485,0.5462233932398396,25 | |
| tab_res_rz_joint,argmax,0.4861579648173965,0.5166319115664285,0.5426007856516646,0.5697875899167719,0.6004360892024284,0.5431228682309379,0.6004360892024284,25 | |
| met_supcon_tpn,argmax,0.5403879457850796,0.5381217006347313,0.5392582689351537,0.5385064788165839,0.5364323757751971,0.5385413539893491,0.5403879457850796,25 | |
| tab_mlp_rz_zs,rule_smooth,0.5388428942755187,0.5384709189553418,0.5384362280734533,0.5371067937899257,0.5359712901405822,0.5377656250469645,0.5388428942755187,25 | |
| ts_tcnn_ry_ft,rule_smooth,0.47162837832447807,0.5106269192366648,0.5267165852693309,0.5730836560749852,0.5967883691407837,0.5357687816092487,0.5967883691407837,25 | |
| tab_mlp_rg_joint,argmax,0.5067151685023175,0.5161621044738409,0.5312205844906784,0.5474394829732593,0.5771794419685858,0.5357433564817364,0.5771794419685858,25 | |
| tab_coral_o60_joint,rule,0.49508452975294504,0.5136483681355013,0.5323950541800981,0.5532957198473764,0.5764671638750509,0.5341781671581944,0.5764671638750509,25 | |
| tab_mlp_rz_joint,rule,0.503205095507103,0.514243560870226,0.5282684266597892,0.5468026915500357,0.5739411511550039,0.5332921851484315,0.5739411511550039,25 | |
| ts_tcnn_dann_st_zs,rule,0.5341278288668868,0.5339063379515137,0.5334976409609616,0.5324053614972661,0.5319991468122897,0.5331872632177836,0.5341278288668868,25 | |
| tab_mlp_o60_joint,rule,0.4902674932934241,0.5098776089064814,0.5295339426914595,0.5511490551619537,0.5763666970954867,0.5314389594297612,0.5763666970954867,25 | |
| zs_lgbm__lp,rule_smooth,0.49915255962928073,0.5099491889230108,0.5217585098213633,0.5451599383259558,0.5782372425994384,0.5308514878598098,0.5782372425994384,25 | |
| tab_res_o60_zs,rule,0.529631994113192,0.5294054274362814,0.5292617205268112,0.5283042534992906,0.527219864111317,0.5287646519373785,0.529631994113192,25 | |
| tab_mlp_rg_zs,rule,0.5299748209109412,0.5296489809855074,0.5291575801573627,0.5282253908762592,0.5268061880732302,0.5287625922006601,0.5299748209109412,25 | |
| cls_lr_zs,rule,0.5266717967797998,0.5263908043092713,0.5260185022474081,0.5254744262187382,0.5244422746142077,0.525799560833885,0.5266717967797998,25 | |
| zs_lgbm__em,argmax,0.5247933450229629,0.5246600190704902,0.5246270698344577,0.5243709921262111,0.523566243551469,0.5244035339211182,0.5247933450229629,25 | |
| tab_coral_rz_zs,rule_smooth,0.5249967835421663,0.5246230795299296,0.5245000728616029,0.5233036234585065,0.5225684810862559,0.5239984080956923,0.5249967835421663,25 | |
| tab_coral_rz_joint,rule,0.5003181702846595,0.5105538818313671,0.521939954668604,0.5323501220800371,0.5530574381732934,0.5236439134075922,0.5530574381732934,25 | |
| tab_coral_o60_joint,argmax,0.4670548570738733,0.491819886333547,0.5211805981262968,0.5467139438454676,0.5696914542236582,0.5192921479205685,0.5696914542236582,25 | |
| tab_coral_rz_joint,argmax,0.4934534170597583,0.5050984199034361,0.5173579759290384,0.5288424850408566,0.5485317898242925,0.5186568175514765,0.5485317898242925,25 | |
| tab_res_o60_zs,rule_smooth,0.5187261599141272,0.5185043055184616,0.5183073769389297,0.5172298789264224,0.5160718325381829,0.5177679107672247,0.5187261599141272,25 | |
| tab_mlp_rz_joint,argmax,0.47970334182327556,0.49506154645855316,0.5136634988129016,0.5346732648877266,0.563718845232612,0.5173640994430138,0.563718845232612,25 | |
| tab_mlp_o60_joint,argmax,0.4679997943257167,0.4877475953884291,0.5148744813554915,0.5446953383143016,0.5660557449915756,0.516274590875103,0.5660557449915756,25 | |
| tab_res_o60_zs,argmax,0.5159476841737358,0.5158533675220461,0.5157014631481197,0.5146639037984804,0.513815894704045,0.5151964626692855,0.5159476841737358,25 | |
| tab_mlp_rz_zs,rule,0.5148745717103704,0.5145607567086312,0.5143998199383164,0.5134102574107628,0.5126831001536069,0.5139857011843375,0.5148745717103704,25 | |
| tab_coral_o60_zs,rule,0.5136815565227376,0.5135590445096421,0.5134338404237737,0.5123183389310078,0.5112880506422541,0.512856166205883,0.5136815565227376,25 | |
| tab_mlp_rg_zs,argmax,0.5122514797178079,0.5119661550303107,0.5117126109808365,0.5110974747163374,0.5099626628117769,0.5113980766514139,0.5122514797178079,25 | |
| cls_lr_zs,argmax,0.5111039657018718,0.5108900651907904,0.5106031185298956,0.5101660120340945,0.509112719040667,0.5103751760994639,0.5111039657018718,25 | |
| ts_tcnn_dann_st_zs,argmax,0.5088958398296077,0.5087644926645984,0.5086065134804272,0.5080872860899512,0.5077741213272731,0.5084256506783715,0.5088958398296077,25 | |
| tab_mlp_o60_zs,rule,0.5091830469461989,0.5089131456188029,0.508743940728937,0.5074602166200842,0.5067744230848479,0.5082149545997741,0.5091830469461989,25 | |
| cls_svm_zs,rule_smooth,0.508284907800179,0.5079316082451029,0.5077715206005968,0.506806551468145,0.5056295509899906,0.5072848278208028,0.508284907800179,25 | |
| zs_dann__em,argmax,0.5070107925129248,0.5068117123761609,0.5065329539641011,0.505488564641201,0.5047289350882662,0.5061145917165308,0.5070107925129248,25 | |
| tab_coral_rz_zs,rule,0.506282808974186,0.5060194677531407,0.5058793225822269,0.5048098073743503,0.5040450428768123,0.5054072899121432,0.506282808974186,25 | |
| ts_tcnn_ry_ft,rule,0.45109368517522974,0.4827485194985564,0.49666850445840593,0.5325409655247131,0.5543814428987398,0.5034866235111289,0.5543814428987398,25 | |
| tab_res_rz_zs,rule_smooth,0.5042078073948891,0.5039716657597555,0.5035782067006824,0.5024417527406394,0.5015007236143464,0.5031400312420625,0.5042078073948891,25 | |
| ts_tcnn_st_ft,rule_smooth,0.4009400075594233,0.4567308957963272,0.4875181070168611,0.5539147281909779,0.602984426142091,0.5004176329411362,0.602984426142091,25 | |
| cls_svm_zs,rule,0.5007028866429847,0.5003258729051041,0.5000462860714805,0.49905857007332416,0.4981042673718674,0.49964757661295217,0.5007028866429847,25 | |
| ts_tcnn_ry_joint,rule_smooth,0.45075762526515495,0.47373284331024196,0.4898699776518837,0.5224427235101696,0.5552877845474784,0.4984181908569857,0.5552877845474784,25 | |
| cls_svm_zs,argmax,0.49906718876179,0.4987765894793393,0.49851001414355844,0.4976020616379852,0.49675503879474087,0.49814217856348275,0.49906718876179,25 | |
| tab_coral_o60_zs,argmax,0.49824642182609297,0.49815194454554534,0.4980680852714916,0.4969986992354358,0.49610249221759395,0.4975135286192319,0.49824642182609297,25 | |
| tab_coral_rz_zs,argmax,0.49482824745533777,0.4946360366322306,0.49451125836478094,0.49347561921816363,0.4926840477379188,0.4940270418816863,0.49482824745533777,25 | |
| ts_tcnn_ry_ft,argmax,0.4304845664498778,0.4739375273839184,0.48794186113327376,0.5279159586316367,0.5490486798188001,0.4938657186835013,0.5490486798188001,25 | |
| tab_mlp_rz_zs,argmax,0.4893823975340846,0.48916378576890773,0.48898100295414587,0.4881063424102381,0.4873144918968163,0.48858960411283847,0.4893823975340846,25 | |
| tab_res_rz_zs,rule,0.4842587857756369,0.48404106702926786,0.48380037423480904,0.48285421992162886,0.48170274432384863,0.4833314382570382,0.4842587857756369,25 | |
| ts_tcnn_dann_st_zs,rule_smooth,0.48335677164733387,0.48316047662668227,0.4827819010199895,0.4820818801213863,0.4806768725063855,0.4824115803843555,0.48335677164733387,25 | |
| tab_mlp_o60_zs,argmax,0.48201499904201056,0.4818040650005083,0.4816773189534544,0.48070147600289,0.4800258595055551,0.48124474370088366,0.48201499904201056,25 | |
| tab_mlp_o60_zs,rule_smooth,0.47816320857987415,0.47792328145434143,0.4772455354091244,0.47640882863081746,0.47524245418765076,0.47699666165236165,0.47816320857987415,25 | |
| zs_xgb_dann__em,argmax,0.47713042748703505,0.47696560034273816,0.4768811448083833,0.4759571126424798,0.4757579529739068,0.47653844765090864,0.47713042748703505,25 | |
| ts_tcnn_st_ft,rule,0.39041465054114805,0.43559365107199977,0.4624041505616785,0.5167883794946397,0.5636451130255788,0.47376918893900904,0.5636451130255788,25 | |
| ts_tcnn_st_joint,rule_smooth,0.3679101954423639,0.42464320708244613,0.4676669905931565,0.5236320962686489,0.569461029616172,0.47066270380055747,0.569461029616172,25 | |
| ts_tcnn_ry_joint,rule,0.4331847122586133,0.45014110720556844,0.462972635715514,0.48624120056602677,0.5121447563686372,0.4689368824228719,0.5121447563686372,25 | |
| tab_res_rz_zs,argmax,0.46929397506440784,0.46917323016602247,0.4689399104792689,0.4681900392211407,0.4673131965937249,0.46858207030491295,0.46929397506440784,25 | |
| ts_tcnn_st_ft,argmax,0.3418516064947565,0.41996842727653644,0.4485440445807245,0.5121252556821351,0.559662437898931,0.4564303543866167,0.559662437898931,25 | |
| ts_tcnn_ry_joint,argmax,0.41062709115762364,0.42760553599107887,0.4449483234945541,0.4713527110865977,0.498418421406347,0.4505904166272403,0.498418421406347,25 | |
| ts_tcnn_st_joint,rule,0.35588269519387744,0.40661209657631836,0.4419268202572173,0.4883599557012694,0.5307269596804935,0.44470170548183524,0.5307269596804935,25 | |
| ts_tcnn_ry_zs,rule_smooth,0.4356709987706367,0.43541535327114067,0.43491208631609046,0.43457886468553114,0.4332604325875319,0.43476754712618615,0.4356709987706367,25 | |
| ts_tcnn_ry_zs,rule,0.4224831085879578,0.4221502039790731,0.4217075655327361,0.4211294633787168,0.4194749256558641,0.4213890534268696,0.4224831085879578,25 | |
| ts_tcnn_ry_zs,argmax,0.3954616854154896,0.395222238646323,0.39479795962014225,0.39446712691515406,0.3933017560040373,0.39465015332022924,0.3954616854154896,25 | |
| ts_tcnn_st_joint,argmax,0.28879417527833806,0.350327674638756,0.3877930910159043,0.4404836593936182,0.4799127842032114,0.3894622769059656,0.4799127842032114,25 | |
| ts_tcnn_st_zs,rule_smooth,0.3275516289410064,0.3274124695453508,0.3269001928719971,0.32639749891184106,0.32524822820945043,0.32670200369592917,0.3275516289410064,25 | |
| ts_tcnn_st_zs,rule,0.31799012531408366,0.3177342112382657,0.31738635463963977,0.31652906430204986,0.3153308551701609,0.31699412213283995,0.31799012531408366,25 | |
| ts_tcnn_st_zs,argmax,0.2481830113228612,0.24798912112431828,0.24770624231570718,0.24703456849781072,0.24603382476259877,0.24738935360465925,0.2481830113228612,25 | |