seed,condition,support,metric,mean,median,std,min,max,n
205001,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,T,2,accuracy,0.664642333984375,0.6748046875,0.08229942423535373,0.4765625,0.85546875,128
205001,T,2,log_loss,0.6472299122920526,0.6454547493605365,0.02725985390413261,0.5825423231201226,0.7075321252263731,128
205001,T,2,w_norm,0.291949013036511,0.2957514034246071,0.04394600014503821,0.15450235835604004,0.41287767949497217,128
205001,T,2,cos_true_rule,0.48446935465730945,0.5065812900706078,0.2103075887748384,0.030624194662477844,0.8777496756591063,128
205001,T,4,accuracy,0.714569091796875,0.7138671875,0.07552976048531379,0.4921875,0.87890625,128
205001,T,4,log_loss,0.6078580378433508,0.6064626499810641,0.036808667640397835,0.5192043990793878,0.7168936079224904,128
205001,T,4,w_norm,0.4459549766470773,0.4522425059579367,0.05839145961685138,0.2819127294970256,0.5861194447743588,128
205001,T,4,cos_true_rule,0.6106663492192255,0.6379791892377443,0.17595144443491093,0.0885277633138676,0.9020451272869129,128
205001,T,8,accuracy,0.7617645263671875,0.767578125,0.06252739536874051,0.578125,0.87890625,128
205001,T,8,log_loss,0.552694267871242,0.5462340575632911,0.040549728059924836,0.4704939248226047,0.6724711220913564,128
205001,T,8,w_norm,0.6702657330385352,0.6734395737632094,0.07823534489602779,0.46190803051304635,0.8370737835143687,128
205001,T,8,cos_true_rule,0.7216436482387305,0.7449505620382242,0.13064286383173943,0.2973999829043676,0.9259604704668479,128
205001,T,16,accuracy,0.8134918212890625,0.822265625,0.05204720610101285,0.646484375,0.91796875,128
205001,T,16,log_loss,0.4767138919459274,0.46613480572295257,0.04238843666935948,0.39694125169686073,0.6344031119399425,128
205001,T,16,w_norm,1.0071810380353536,1.0165616667148738,0.08813276381028645,0.7829528681155176,1.1980718507549637,128
205001,T,16,cos_true_rule,0.8217694888327012,0.8448349819567617,0.09496198260687684,0.43099603648084267,0.9620327860302164,128
205001,T,32,accuracy,0.8541259765625,0.85546875,0.037712219873993126,0.728515625,0.943359375,128
205001,T,32,log_loss,0.3924001903036735,0.38804331056406344,0.03425401367186841,0.32697861452495697,0.4961411263803134,128
205001,T,32,w_norm,1.4914500657879195,1.4982117220533433,0.0913277569606366,1.2026899043520476,1.6860823674369199,128
205001,T,32,cos_true_rule,0.8901822859180082,0.8963199778942232,0.05152066351338813,0.7171463067998399,0.9748057555875882,128
205001,T,64,accuracy,0.8789520263671875,0.8818359375,0.02991740384448257,0.775390625,0.9375,128
205001,T,64,log_loss,0.31921504482442836,0.313106560305541,0.032173457980878235,0.261087402270886,0.43173433882977275,128
205001,T,64,w_norm,2.1453701831779135,2.154563848449145,0.09124007715241238,1.9260979214641654,2.337047014323113,128
205001,T,64,cos_true_rule,0.924753729102114,0.9336133900137282,0.0332226838534461,0.8239401024553643,0.9794290436435769,128
205001,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,N,2,accuracy,0.5914459228515625,0.591796875,0.05209953706730953,0.474609375,0.728515625,128
205001,N,2,log_loss,0.6708162777021536,0.6720377600218683,0.017800841584147048,0.625733546388513,0.7101699486091579,128
205001,N,2,w_norm,0.2868154154165258,0.29246317408777567,0.037970483844934635,0.20100700153989134,0.3990065154490457,128
205001,N,2,cos_true_rule,0.2830257538414493,0.27665836078987316,0.13934952290669395,0.016037506874469986,0.6428460660001356,128
205001,N,4,accuracy,0.63165283203125,0.6298828125,0.05710826403036922,0.47265625,0.77734375,128
205001,N,4,log_loss,0.6485264236586006,0.6500673477270873,0.026220254191439404,0.5871801950420453,0.7183739616427679,128
205001,N,4,w_norm,0.40978420794695636,0.41102760416914874,0.04455778520732024,0.31013583996499006,0.5134794301537536,128
205001,N,4,cos_true_rule,0.39970737175361226,0.3917038066409593,0.14488818531632078,0.05608066037660866,0.7510394037205773,128
205001,N,8,accuracy,0.6733856201171875,0.671875,0.055278966428338294,0.544921875,0.83203125,128
205001,N,8,log_loss,0.6154100341682007,0.6155600237117917,0.03382100058555512,0.5199944707488904,0.7121791623485046,128
205001,N,8,w_norm,0.583418848288058,0.5921296016000344,0.05768256371043073,0.38656047823964323,0.7010307014904587,128
205001,N,8,cos_true_rule,0.5096378721561843,0.5006156481600325,0.1318839448107318,0.19387747220208382,0.8414185339729827,128
205001,N,16,accuracy,0.72119140625,0.72265625,0.048617097697909895,0.58984375,0.833984375,128
205001,N,16,log_loss,0.5633404364018222,0.5577645422824549,0.03958998742526236,0.4903762984976056,0.7150578301892913,128
205001,N,16,w_norm,0.8337776808172503,0.8360197396575917,0.05954094596755468,0.617839664788332,0.987911053844207,128
205001,N,16,cos_true_rule,0.6315313595360411,0.6344126406046935,0.11403150430495897,0.2629097843629057,0.8485759973351527,128
205001,N,32,accuracy,0.771453857421875,0.7705078125,0.042047497452346226,0.66796875,0.880859375,128
205001,N,32,log_loss,0.49216107222925976,0.48889726344378304,0.0407580805369685,0.4035485457527298,0.6095576229733284,128
205001,N,32,w_norm,1.1957797374524304,1.1960500709418844,0.059399493507962926,0.9355238925739564,1.3146065163052827,128
205001,N,32,cos_true_rule,0.7472916751277989,0.7505430158700075,0.0845492224700257,0.5010081489759858,0.9297101386425854,128
205001,N,64,accuracy,0.812042236328125,0.8134765625,0.03717956680739969,0.712890625,0.892578125,128
205001,N,64,log_loss,0.4208605437179472,0.4141902082497575,0.044279730502366284,0.34344888453595246,0.5359040186273991,128
205001,N,64,w_norm,1.704119693593804,1.7073145752233576,0.06235787574464016,1.5071667724934064,1.8404857913621506,128
205001,N,64,cos_true_rule,0.8208260368001143,0.82814140584978,0.0632932283846361,0.6518966143612368,0.932777130217844,128
205001,0,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,0,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,0,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,0,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,0,2,accuracy,0.5914459228515625,0.591796875,0.05209953706730953,0.474609375,0.728515625,128
205001,0,2,log_loss,0.6708162777021536,0.6720377600218683,0.017800841584147048,0.625733546388513,0.7101699486091579,128
205001,0,2,w_norm,0.2868154154165258,0.29246317408777567,0.037970483844934635,0.20100700153989134,0.3990065154490457,128
205001,0,2,cos_true_rule,0.2830257538414493,0.27665836078987316,0.13934952290669395,0.016037506874469986,0.6428460660001356,128
205001,0,4,accuracy,0.63165283203125,0.6298828125,0.05710826403036922,0.47265625,0.77734375,128
205001,0,4,log_loss,0.6485264236586006,0.6500673477270873,0.026220254191439404,0.5871801950420453,0.7183739616427679,128
205001,0,4,w_norm,0.40978420794695636,0.41102760416914874,0.04455778520732024,0.31013583996499006,0.5134794301537536,128
205001,0,4,cos_true_rule,0.39970737175361226,0.3917038066409593,0.14488818531632078,0.05608066037660866,0.7510394037205773,128
205001,0,8,accuracy,0.6733856201171875,0.671875,0.055278966428338294,0.544921875,0.83203125,128
205001,0,8,log_loss,0.6154100341682007,0.6155600237117917,0.03382100058555512,0.5199944707488904,0.7121791623485046,128
205001,0,8,w_norm,0.583418848288058,0.5921296016000344,0.05768256371043073,0.38656047823964323,0.7010307014904587,128
205001,0,8,cos_true_rule,0.5096378721561843,0.5006156481600325,0.1318839448107318,0.19387747220208382,0.8414185339729827,128
205001,0,16,accuracy,0.72119140625,0.72265625,0.048617097697909895,0.58984375,0.833984375,128
205001,0,16,log_loss,0.5633404364018222,0.5577645422824549,0.03958998742526236,0.4903762984976056,0.7150578301892913,128
205001,0,16,w_norm,0.8337776808172503,0.8360197396575917,0.05954094596755468,0.617839664788332,0.987911053844207,128
205001,0,16,cos_true_rule,0.6315313595360411,0.6344126406046935,0.11403150430495897,0.2629097843629057,0.8485759973351527,128
205001,0,32,accuracy,0.771453857421875,0.7705078125,0.042047497452346226,0.66796875,0.880859375,128
205001,0,32,log_loss,0.49216107222925976,0.48889726344378304,0.0407580805369685,0.4035485457527298,0.6095576229733284,128
205001,0,32,w_norm,1.1957797374524304,1.1960500709418844,0.059399493507962926,0.9355238925739564,1.3146065163052827,128
205001,0,32,cos_true_rule,0.7472916751277989,0.7505430158700075,0.0845492224700257,0.5010081489759858,0.9297101386425854,128
205001,0,64,accuracy,0.812042236328125,0.8134765625,0.03717956680739969,0.712890625,0.892578125,128
205001,0,64,log_loss,0.4208605437179472,0.4141902082497575,0.044279730502366284,0.34344888453595246,0.5359040186273991,128
205001,0,64,w_norm,1.704119693593804,1.7073145752233576,0.06235787574464016,1.5071667724934064,1.8404857913621506,128
205001,0,64,cos_true_rule,0.8208260368001143,0.82814140584978,0.0632932283846361,0.6518966143612368,0.932777130217844,128
205001,S,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,S,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,S,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,S,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,S,2,accuracy,0.5811309814453125,0.576171875,0.06005556789001995,0.40625,0.75,128
205001,S,2,log_loss,0.6745337328637235,0.6742815133226681,0.02025304922240471,0.6176851383304219,0.7271001764889935,128
205001,S,2,w_norm,0.2852613320586225,0.2901199356951665,0.046336680778928295,0.1633025110443522,0.4145859626036305,128
205001,S,2,cos_true_rule,0.2545929134906989,0.2681633622925981,0.16346961601686222,-0.22423888955395022,0.6970180796713344,128
205001,S,4,accuracy,0.621063232421875,0.62109375,0.06493910448397859,0.41015625,0.74609375,128
205001,S,4,log_loss,0.6541295413151855,0.652551901784129,0.030385661531546586,0.586995867340725,0.7699543532616953,128
205001,S,4,w_norm,0.4051894638675506,0.4019633364679768,0.06592654116822866,0.23578489341016448,0.5851976785942905,128
205001,S,4,cos_true_rule,0.3698762838196479,0.3986706686099121,0.1668072860115452,-0.1823880285223301,0.6822003517849979,128
205001,S,8,accuracy,0.6570892333984375,0.6650390625,0.06432615945566028,0.474609375,0.857421875,128
205001,S,8,log_loss,0.6266383537251197,0.619907563644519,0.03813789292946405,0.5413271276264915,0.7361967100621384,128
205001,S,8,w_norm,0.5668444695978523,0.5658500363771894,0.09419920109962791,0.30046773792666875,0.7832590937143684,128
205001,S,8,cos_true_rule,0.46685316546273165,0.48497709181462983,0.15573549035440845,0.07708328907303333,0.8697447168043593,128
205001,S,16,accuracy,0.7011260986328125,0.7041015625,0.05838967188942033,0.544921875,0.8359375,128
205001,S,16,log_loss,0.5829542677348357,0.5767842936894962,0.049337231517111654,0.47898845392776235,0.7501919993673715,128
205001,S,16,w_norm,0.7986519036620833,0.7924698387499534,0.12409239028786079,0.4057075322586862,1.092748314676314,128
205001,S,16,cos_true_rule,0.5817008803588287,0.6044420428701913,0.14375959074217662,0.12814309170301066,0.8642702978194672,128
205001,S,32,accuracy,0.749359130859375,0.751953125,0.05256632235947609,0.591796875,0.873046875,128
205001,S,32,log_loss,0.52035556239872,0.5197313427796559,0.055494189310488606,0.39173698866848516,0.7034428150092629,128
205001,S,32,w_norm,1.1267013692305492,1.105666734962572,0.16368144518558692,0.8164314358305098,1.5470718418501859,128
205001,S,32,cos_true_rule,0.6966432506270392,0.7092324292615063,0.11539344240053322,0.3543212500607818,0.9011218855855063,128
205001,S,64,accuracy,0.791534423828125,0.7958984375,0.04553761590965927,0.671875,0.888671875,128
205001,S,64,log_loss,0.451313257186126,0.4482926391410207,0.05519057732540894,0.3089535055610434,0.6022382035448455,128
205001,S,64,w_norm,1.5665826696859788,1.5479609621548953,0.20617472542786314,1.256506540647481,2.2228583860649844,128
205001,S,64,cos_true_rule,0.7844878268513593,0.7883414184738708,0.08157126728833747,0.5435546751719167,0.9248848247371365,128
205001,W,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,W,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,W,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,W,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,W,2,accuracy,0.557861328125,0.5517578125,0.03857885405298483,0.47265625,0.685546875,128
205001,W,2,log_loss,0.6833769697974821,0.6839975148365431,0.013030159074102333,0.6451448361734308,0.7110699536131355,128
205001,W,2,w_norm,0.2842750377981837,0.290174033267279,0.04968714947836738,0.17378317203887977,0.4086362821327657,128
205001,W,2,cos_true_rule,0.17971390219632818,0.16495960283058925,0.09987300990378004,0.008012711894481564,0.47924197443680444,128
205001,W,4,accuracy,0.589263916015625,0.58203125,0.047203413556784944,0.49609375,0.74609375,128
205001,W,4,log_loss,0.6708143210819152,0.6724991351489815,0.019669305097859687,0.6284870788300989,0.7213824016338808,128
205001,W,4,w_norm,0.3894907890132563,0.4048379652318206,0.06834407449864745,0.23977778170658087,0.560949909148569,128
205001,W,4,cos_true_rule,0.27643727682043406,0.2603390718622217,0.123156677926823,0.035213960762966776,0.6550342544443982,128
205001,W,8,accuracy,0.6212310791015625,0.6181640625,0.0485785759258906,0.525390625,0.765625,128
205001,W,8,log_loss,0.6510602037153956,0.6512366714642499,0.028293675552025714,0.5708139189868654,0.7313757067521137,128
205001,W,8,w_norm,0.5333567243254507,0.5325320421458634,0.0920749356576795,0.2840285574023409,0.7282175578087089,128
205001,W,8,cos_true_rule,0.37211652620508096,0.3606316769851011,0.12438252606661616,0.10820295221852436,0.7188709666365797,128
205001,W,16,accuracy,0.6650848388671875,0.6611328125,0.05298412091183858,0.54296875,0.8125,128
205001,W,16,log_loss,0.6170427590295172,0.6164713518490965,0.038310059480306934,0.5350278162122097,0.7656824009615886,128
205001,W,16,w_norm,0.7315795413598498,0.7257429359661369,0.1005764586176282,0.5035340492480967,0.9996584030022841,128
205001,W,16,cos_true_rule,0.4879539230709775,0.4778965971315141,0.13010097481564323,0.142547529790586,0.8002929353822941,128
205001,W,32,accuracy,0.7154541015625,0.712890625,0.05025962539076332,0.56640625,0.845703125,128
205001,W,32,log_loss,0.5624094258191081,0.5558680122030334,0.04671014943603103,0.475988506453514,0.7185345597924249,128
205001,W,32,w_norm,1.0089904738535864,0.9954213469515607,0.10412546093538481,0.7750299373339883,1.3472971964395388,128
205001,W,32,cos_true_rule,0.6166101362073092,0.6207320544012507,0.11328811298776484,0.35840220634822023,0.907757507319373,128
205001,W,64,accuracy,0.7660675048828125,0.765625,0.04438474873373552,0.662109375,0.876953125,128
205001,W,64,log_loss,0.4921969023118163,0.48650847396282815,0.05105570582953622,0.3965172021137278,0.6321983760490708,128
205001,W,64,w_norm,1.3913271229321715,1.375050593459822,0.10642154862194284,1.1141474673756844,1.7300742351161829,128
205001,W,64,cos_true_rule,0.7291342053026357,0.7455766505977043,0.09410513852190751,0.49615420662029075,0.9188508784633803,128
205001,R,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,R,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,R,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,R,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,R,2,accuracy,0.585235595703125,0.5771484375,0.06392230738015943,0.44921875,0.767578125,128
205001,R,2,log_loss,0.6735795508166694,0.6748054999649887,0.021395780387364487,0.6047285007577501,0.7312664640197792,128
205001,R,2,w_norm,0.28445719325219243,0.2874601507325728,0.048787132544779774,0.17516186191675007,0.3983034504748377,128
205001,R,2,cos_true_rule,0.2651645198695638,0.2526630062438192,0.17787618631458296,-0.13467382531955263,0.7120146221026554,128
205001,R,4,accuracy,0.6224822998046875,0.6279296875,0.06185877517123686,0.48828125,0.779296875,128
205001,R,4,log_loss,0.6535723023306846,0.6533496868786656,0.030492048987973763,0.5667504841698902,0.7238105372686751,128
205001,R,4,w_norm,0.40548880752108574,0.4077964800346502,0.07489028760997346,0.24254615807407276,0.5756452085187486,128
205001,R,4,cos_true_rule,0.37353450059385507,0.3941907637845615,0.16506328785261118,0.01382406323193925,0.801600108318336,128
205001,R,8,accuracy,0.662139892578125,0.6640625,0.061667130709901874,0.513671875,0.830078125,128
205001,R,8,log_loss,0.6234053110181511,0.6251683011530079,0.03840495033306383,0.5467226859537314,0.7308141980051331,128
205001,R,8,w_norm,0.5701214170416086,0.5750114712641583,0.09394204171262457,0.35515528374832533,0.8392590834557747,128
205001,R,8,cos_true_rule,0.47985337308490267,0.47336015395937736,0.15313628905222718,0.12672120361218475,0.8665931778365534,128
205001,R,16,accuracy,0.7063446044921875,0.708984375,0.060888784373285765,0.552734375,0.849609375,128
205001,R,16,log_loss,0.5786824375483045,0.5734551407486458,0.05183245542639032,0.43372282199515244,0.7736289847941118,128
205001,R,16,w_norm,0.8139113678503461,0.8229190566899118,0.1267792466186671,0.4185501083761363,1.1015839907061467,128
205001,R,16,cos_true_rule,0.5896510028690107,0.6168263026723719,0.14871379482064528,0.1387097252321437,0.8969408207798133,128
205001,R,32,accuracy,0.7520599365234375,0.7568359375,0.05074620642468583,0.564453125,0.845703125,128
205001,R,32,log_loss,0.5180555861586928,0.5076271125356401,0.05535080861040184,0.38689294713892963,0.7316747787217666,128
205001,R,32,w_norm,1.136737316535307,1.1226699624243626,0.16017298447594977,0.7899266589409761,1.5631593288607983,128
205001,R,32,cos_true_rule,0.6985511913735456,0.7124993674809714,0.11239501673446944,0.28326511004690497,0.907664011267774,128
205001,R,64,accuracy,0.7915802001953125,0.796875,0.043572195558415974,0.666015625,0.892578125,128
205001,R,64,log_loss,0.45188145642437916,0.4455623086572895,0.05685141519269293,0.30855264756153183,0.6200809534181688,128
205001,R,64,w_norm,1.577264714077036,1.5243872935166918,0.2130370174640935,1.0872091608243808,2.1714205202124606,128
205001,R,64,cos_true_rule,0.7827936242404163,0.7908887027672679,0.08193192975918069,0.5285709119266262,0.9440402565232795,128
205001,O,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,O,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205001,O,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205001,O,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205001,O,2,accuracy,0.664642333984375,0.6748046875,0.08229942423535373,0.4765625,0.85546875,128
205001,O,2,log_loss,0.6472299122920526,0.6454547493605365,0.02725985390413261,0.5825423231201226,0.7075321252263731,128
205001,O,2,w_norm,0.291949013036511,0.2957514034246071,0.04394600014503821,0.15450235835604004,0.41287767949497217,128
205001,O,2,cos_true_rule,0.48446935465730945,0.5065812900706078,0.2103075887748384,0.030624194662477844,0.8777496756591063,128
205001,O,4,accuracy,0.714569091796875,0.7138671875,0.07552976048531379,0.4921875,0.87890625,128
205001,O,4,log_loss,0.6078580378433508,0.6064626499810641,0.036808667640397835,0.5192043990793878,0.7168936079224904,128
205001,O,4,w_norm,0.4459549766470773,0.4522425059579367,0.05839145961685138,0.2819127294970256,0.5861194447743588,128
205001,O,4,cos_true_rule,0.6106663492192255,0.6379791892377443,0.17595144443491093,0.0885277633138676,0.9020451272869129,128
205001,O,8,accuracy,0.7617645263671875,0.767578125,0.06252739536874051,0.578125,0.87890625,128
205001,O,8,log_loss,0.552694267871242,0.5462340575632911,0.040549728059924836,0.4704939248226047,0.6724711220913564,128
205001,O,8,w_norm,0.6702657330385352,0.6734395737632094,0.07823534489602779,0.46190803051304635,0.8370737835143687,128
205001,O,8,cos_true_rule,0.7216436482387305,0.7449505620382242,0.13064286383173943,0.2973999829043676,0.9259604704668479,128
205001,O,16,accuracy,0.8134918212890625,0.822265625,0.05204720610101285,0.646484375,0.91796875,128
205001,O,16,log_loss,0.4767138919459274,0.46613480572295257,0.04238843666935948,0.39694125169686073,0.6344031119399425,128
205001,O,16,w_norm,1.0071810380353536,1.0165616667148738,0.08813276381028645,0.7829528681155176,1.1980718507549637,128
205001,O,16,cos_true_rule,0.8217694888327012,0.8448349819567617,0.09496198260687684,0.43099603648084267,0.9620327860302164,128
205001,O,32,accuracy,0.8541259765625,0.85546875,0.037712219873993126,0.728515625,0.943359375,128
205001,O,32,log_loss,0.3924001903036735,0.38804331056406344,0.03425401367186841,0.32697861452495697,0.4961411263803134,128
205001,O,32,w_norm,1.4914500657879195,1.4982117220533433,0.0913277569606366,1.2026899043520476,1.6860823674369199,128
205001,O,32,cos_true_rule,0.8901822859180082,0.8963199778942232,0.05152066351338813,0.7171463067998399,0.9748057555875882,128
205001,O,64,accuracy,0.8789520263671875,0.8818359375,0.02991740384448257,0.775390625,0.9375,128
205001,O,64,log_loss,0.31921504482442836,0.313106560305541,0.032173457980878235,0.261087402270886,0.43173433882977275,128
205001,O,64,w_norm,2.1453701831779135,2.154563848449145,0.09124007715241238,1.9260979214641654,2.337047014323113,128
205001,O,64,cos_true_rule,0.924753729102114,0.9336133900137282,0.0332226838534461,0.8239401024553643,0.9794290436435769,128
205001,P,0,accuracy,0.489166259765625,0.4970703125,0.18559599527377665,0.072265625,0.931640625,128
205001,P,0,log_loss,1.894249198198891,1.8749014992081403,0.845949206736274,0.18623746348586465,3.637249750051779,128
205001,P,0,w_norm,4.259667745601708,4.264520368620673,0.10655438046726437,4.001086912615702,4.501327458501091,128
205001,P,0,cos_true_rule,-0.018416844231368197,0.0010928481769963147,0.4857071605595527,-0.9658973693556289,0.9678184501959897,128
205001,P,2,accuracy,0.4942779541015625,0.501953125,0.18508680362630794,0.095703125,0.923828125,128
205001,P,2,log_loss,1.8361736633894319,1.8189947776181734,0.8215547955351836,0.18805705472644418,3.526912299543343,128
205001,P,2,w_norm,4.198798905201089,4.2048285862644725,0.12736779847848098,3.7912589935376553,4.502150269586792,128
205001,P,2,cos_true_rule,-0.0013427818390694575,0.017192192577413598,0.48468876341604783,-0.9596488658501368,0.9665568918221038,128
205001,P,4,accuracy,0.5010833740234375,0.5107421875,0.18252770314769126,0.09765625,0.923828125,128
205001,P,4,log_loss,1.7758818532222598,1.7533125403762757,0.7940480152132771,0.190013293739699,3.4881638994665893,128
205001,P,4,w_norm,4.136636851263262,4.1549939343390285,0.16049636553207652,3.691716945500056,4.464679997506507,128
205001,P,4,cos_true_rule,0.017288011181641944,0.047740589092287566,0.48145314415156476,-0.96371029603578,0.9656180952115166,128
205001,P,8,accuracy,0.51422119140625,0.5244140625,0.18079300480363714,0.09765625,0.927734375,128
205001,P,8,log_loss,1.6729578814620294,1.6426467404866893,0.7548403328966122,0.18909755387182675,3.4105609307026654,128
205001,P,8,w_norm,4.0267549047266,4.032052493698686,0.1999708674171559,3.40602243802096,4.4750340903650425,128
205001,P,8,cos_true_rule,0.05109610628461704,0.08636802279588969,0.4794534210036122,-0.9544721990158646,0.9659290785179699,128
205001,P,16,accuracy,0.53729248046875,0.5537109375,0.1748395384246336,0.126953125,0.927734375,128
205001,P,16,log_loss,1.4997748588343234,1.472609441798253,0.6725483822087861,0.1900918983293206,3.2971768798986805,128
205001,P,16,w_norm,3.8562589340240985,3.8678145037936913,0.30260191325073715,2.9840154837444666,4.4299134259667365,128
205001,P,16,cos_true_rule,0.11344292530788491,0.16674834776480332,0.4685253641616286,-0.9220717400060083,0.9640098180780693,128
205001,P,32,accuracy,0.5849609375,0.58984375,0.15900716032543794,0.208984375,0.939453125,128
205001,P,32,log_loss,1.202798896185312,1.1719748157792904,0.5201517546279422,0.18082956565212782,2.566863871588922,128
205001,P,32,w_norm,3.5891037127055285,3.6634897854292774,0.49017774717233153,2.238601123800192,4.436732651160264,128
205001,P,32,cos_true_rule,0.24255394451320328,0.2882431522437425,0.4314320796486176,-0.8092953897958494,0.9706992403700966,128
205001,P,64,accuracy,0.672119140625,0.673828125,0.12275394509496203,0.3125,0.947265625,128
205001,P,64,log_loss,0.816732103943909,0.7822129287849785,0.339720073390559,0.17109679576170567,1.7843166718563352,128
205001,P,64,w_norm,3.3298231600060304,3.377883027359567,0.6734219677872089,1.200587026566523,4.509284138899928,128
205001,P,64,cos_true_rule,0.4827171375505763,0.5312677912821846,0.3214898252947722,-0.5006098702273456,0.9732372945485442,128
205001,EPISODE,,E_train_accuracy,0.9896240234375,0.9921875,0.012240554554599974,0.9375,1.0,128
205001,EPISODE,,E_test_accuracy,0.89593505859375,0.8984375,0.025203233405280353,0.80859375,0.953125,128
205001,EPISODE,,E_test_log_loss,0.23631774669568223,0.2285089075163956,0.04490095371144037,0.16205928142040935,0.4203693309216885,128
205001,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205001,EPISODE,,signed_cos_E_Q,-0.02381581401543632,-0.007187991758770663,0.506893469811934,-0.9995925537584361,0.9967172059485243,128
205001,EPISODE,,abs_cos_E_Q,0.3983939410995728,0.4081365610749419,0.3143094819287987,0.0006209419657273174,0.9995925537584361,128
205001,EPISODE,,true_overlap,4.0,4.0,0.0,4.0,4.0,128
205001,EPISODE,,shuf_overlap,1.046875,1.0,0.7691246546399355,0.0,3.0,128
205001,EPISODE,,wrong_overlap,0.0,0.0,0.0,0.0,0.0,128
205001,EPISODE,,rand_overlap,1.03125,1.0,0.8094896154367887,0.0,3.0,128
205001,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205001,EPISODE,,exact_mask_recovery,1.0,1.0,0.0,1.0,1.0,128
205001,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205001,EPISODE,,transformed_minus_neutral_auc,0.07949542999267578,0.0793609619140625,0.01812252202598651,0.037750244140625,0.128082275390625,128
205001,EPISODE,,oracle_minus_neutral_auc,0.07949542999267578,0.0793609619140625,0.01812252202598651,0.037750244140625,0.128082275390625,128
205002,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205002,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205002,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205002,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205002,T,2,accuracy,0.64837646484375,0.6416015625,0.07263868283608677,0.517578125,0.85546875,128
205002,T,2,log_loss,0.6531970436613482,0.6547202916855461,0.02359650788989076,0.5967498623824279,0.6985442118667786,128
205002,T,2,w_norm,0.29385903995366003,0.3028176382081922,0.0471555661253477,0.18090391993121677,0.41611205140496704,128
205002,T,2,cos_true_rule,0.4373016514907636,0.42458829073250437,0.19933726751144668,0.014974540626121104,0.905879031657868,128
205002,T,4,accuracy,0.712371826171875,0.7119140625,0.06754029571263372,0.55078125,0.859375,128
205002,T,4,log_loss,0.6133517248404328,0.6131995293419221,0.030141391275965265,0.5373025590764526,0.6895814574965515,128
205002,T,4,w_norm,0.42531689519913185,0.4263150849827856,0.060670012213766916,0.2743528691568187,0.5488341160721338,128
205002,T,4,cos_true_rule,0.6054442773971119,0.6335254205444261,0.16630612711230267,0.08661258441780052,0.9107448342506571,128
205002,T,8,accuracy,0.763702392578125,0.7685546875,0.06061082201029657,0.5859375,0.89453125,128
205002,T,8,log_loss,0.5552062660618884,0.5532147950563197,0.03642036410489635,0.4733450790943704,0.6770501926147061,128
205002,T,8,w_norm,0.6509196246630968,0.6578246888074968,0.07014450630234961,0.43617270476867015,0.781703714420489,128
205002,T,8,cos_true_rule,0.7271469260100347,0.7504793089945415,0.12383095470850712,0.32662738343851677,0.9587738630948291,128
205002,T,16,accuracy,0.81011962890625,0.81640625,0.050104733389215624,0.642578125,0.90625,128
205002,T,16,log_loss,0.4800301657717172,0.47548540841461384,0.03831321578260713,0.41056313217801305,0.6173800147333185,128
205002,T,16,w_norm,0.9955004703409769,0.9934263743260429,0.07564066134803185,0.7512117421966735,1.1669616815774388,128
205002,T,16,cos_true_rule,0.8197449187033407,0.8351068811615279,0.08519175185054562,0.5054132521286826,0.9602308143365849,128
205002,T,32,accuracy,0.8514862060546875,0.849609375,0.0355544552475886,0.759765625,0.92578125,128
205002,T,32,log_loss,0.3940895472544872,0.389608507522081,0.03178480828414909,0.33372014158379515,0.4774899473837301,128
205002,T,32,w_norm,1.4931782740611155,1.4949615844348312,0.08753385043080406,1.1585679519686762,1.6570869351778847,128
205002,T,32,cos_true_rule,0.8892668041708969,0.8958630306463695,0.045666158814384634,0.7470503065590817,0.9704653532804095,128
205002,T,64,accuracy,0.8797760009765625,0.880859375,0.028251626315766616,0.7890625,0.943359375,128
205002,T,64,log_loss,0.3187778331009832,0.31325367630180045,0.032134796858167336,0.26530105514041274,0.43300586833186894,128
205002,T,64,w_norm,2.1473446299601373,2.156436879602719,0.09474204316740754,1.7631975500845682,2.388118530478095,128
205002,T,64,cos_true_rule,0.9276161525865765,0.9343755308930002,0.030751245255499066,0.7925814702569084,0.9754566956045447,128
205002,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205002,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205002,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205002,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205002,N,2,accuracy,0.5884246826171875,0.5791015625,0.04906480409821551,0.49609375,0.748046875,128
205002,N,2,log_loss,0.6728359546322678,0.6754563068320952,0.016716352138610422,0.6315037454719623,0.7124145467040452,128
205002,N,2,w_norm,0.2870296911634621,0.28762171703373185,0.03729082932367903,0.21192613002810448,0.39501515543555304,128
205002,N,2,cos_true_rule,0.266826089100075,0.24556426393775238,0.1416337238384956,0.009308798677606318,0.7142694331043093,128
205002,N,4,accuracy,0.62884521484375,0.625,0.05307065624505914,0.515625,0.765625,128
205002,N,4,log_loss,0.6516626087818327,0.6521613630211595,0.02287730332322667,0.6035578389455758,0.704567848509142,128
205002,N,4,w_norm,0.4016833973632822,0.4039112347650913,0.04060604460436815,0.2827266779064753,0.4833015054781312,128
205002,N,4,cos_true_rule,0.38596495179434104,0.3694694315888138,0.13646072805093903,0.035300305994625275,0.7186211785476447,128
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205002,O,4,accuracy,0.7141571044921875,0.712890625,0.06683819027096667,0.55078125,0.859375,128
205002,O,4,log_loss,0.6122670522139162,0.6115027756624842,0.029865328357181527,0.5373025590764526,0.6895814574965515,128
205002,O,4,w_norm,0.4256694046933782,0.4289928628520062,0.06079049966015565,0.2743528691568187,0.5488341160721338,128
205002,O,4,cos_true_rule,0.6100746293516159,0.6388695614282207,0.16413553560424662,0.08661258441780052,0.9107448342506571,128
205002,O,8,accuracy,0.765472412109375,0.76953125,0.05826405114196259,0.61328125,0.89453125,128
205002,O,8,log_loss,0.5537581215987473,0.5521248492363102,0.03436850743636142,0.4733450790943704,0.6616017500736896,128
205002,O,8,w_norm,0.652641303155874,0.6578246888074968,0.06767214302081208,0.4599417261153995,0.781703714420489,128
205002,O,8,cos_true_rule,0.7314394284192582,0.7518889500361629,0.11765109331552222,0.4165613873404386,0.9587738630948291,128
205002,O,16,accuracy,0.8110504150390625,0.81640625,0.04788035626101402,0.677734375,0.90625,128
205002,O,16,log_loss,0.4788816143903235,0.47473746038926923,0.036446544670359064,0.41056313217801305,0.6053402114162854,128
205002,O,16,w_norm,0.9985295811851331,0.9971103735483565,0.07413000042864588,0.7512117421966735,1.1669616815774388,128
205002,O,16,cos_true_rule,0.8215530029036947,0.8351068811615279,0.08123239917980864,0.5258131714951794,0.9602308143365849,128
205002,O,32,accuracy,0.85211181640625,0.8505859375,0.03507557194855901,0.759765625,0.92578125,128
205002,O,32,log_loss,0.3932110961331553,0.3891425651683511,0.031120290503602214,0.33372014158379515,0.47398761256567445,128
205002,O,32,w_norm,1.498065153427754,1.4985218109789022,0.08107534857426728,1.2294694536448052,1.6570869351778847,128
205002,O,32,cos_true_rule,0.8899875789276546,0.8969793786431561,0.04569938435191736,0.7453456347633971,0.9704653532804095,128
205002,O,64,accuracy,0.879974365234375,0.880859375,0.0280569093387959,0.791015625,0.943359375,128
205002,O,64,log_loss,0.31798015373070776,0.3131686451108676,0.030879806664225202,0.26530105514041274,0.3996204209781547,128
205002,O,64,w_norm,2.1545019035504422,2.1583022558203315,0.08592765186435072,1.9533173242807385,2.388118530478095,128
205002,O,64,cos_true_rule,0.9280386226775161,0.9348491725315965,0.029841792825060935,0.8149807869852843,0.9754566956045447,128
205002,P,0,accuracy,0.4705963134765625,0.4775390625,0.15911176832706322,0.07421875,0.904296875,128
205002,P,0,log_loss,1.9783611282203795,1.964243598017279,0.7479509138366277,0.23166819350864476,3.5677649751290503,128
205002,P,0,w_norm,4.269085732072053,4.275525071882628,0.1148176786566812,3.97959484799941,4.511271687688068,128
205002,P,0,cos_true_rule,-0.067487039842977,-0.06806516139704558,0.4377848058406517,-0.9647418588622461,0.9372357547373708,128
205002,P,2,accuracy,0.4759368896484375,0.4814453125,0.15910945041915625,0.0625,0.904296875,128
205002,P,2,log_loss,1.9192298719613872,1.9044267183798267,0.7277194857263451,0.23174512875018302,3.420526904674597,128
205002,P,2,w_norm,4.203089562461274,4.204248202034343,0.1407416060938922,3.882331212746821,4.5137555862853285,128
205002,P,2,cos_true_rule,-0.05131070028865643,-0.04366207489650291,0.43705725982422006,-0.9638964458198372,0.937176365036599,128
205002,P,4,accuracy,0.4825439453125,0.4921875,0.15795780517515318,0.08203125,0.904296875,128
205002,P,4,log_loss,1.8645025980391907,1.824871672200067,0.7026297572009746,0.23000275170754622,3.364105688864136,128
205002,P,4,w_norm,4.144579076268448,4.155239424354811,0.1606663428180523,3.696210119706462,4.515777437742105,128
205002,P,4,cos_true_rule,-0.034974498191580494,-0.03439416518271805,0.4354646711515413,-0.9586734351020068,0.9390851739710067,128
205002,P,8,accuracy,0.4941558837890625,0.5029296875,0.15601703367972675,0.09765625,0.90625,128
205002,P,8,log_loss,1.7496549109041633,1.6855911037926128,0.6583835578635178,0.23053262224102858,3.1581198508289408,128
205002,P,8,w_norm,4.017545982310942,4.056166580884417,0.22303047697175635,3.4698284625722424,4.445140970419124,128
205002,P,8,cos_true_rule,-0.00024938955042404665,0.010129970865513817,0.43436102431081247,-0.9560087103653571,0.9396463776364227,128
205002,P,16,accuracy,0.5191497802734375,0.53125,0.14963590991085185,0.119140625,0.927734375,128
205002,P,16,log_loss,1.5547436296653028,1.489116618997332,0.578480115896537,0.2223601178418023,2.886253754877112,128
205002,P,16,w_norm,3.8114610308299994,3.8442059311980303,0.3128858123543475,2.9355258818158085,4.380294135150697,128
205002,P,16,cos_true_rule,0.0676873861399338,0.09935782703679828,0.4234590304209249,-0.9301858044068444,0.9578030853371453,128
205002,P,32,accuracy,0.57220458984375,0.5849609375,0.13386676787151178,0.189453125,0.927734375,128
205002,P,32,log_loss,1.2221520504501764,1.1475516610937022,0.4329527904923832,0.19131274304194712,2.401978036464019,128
205002,P,32,w_norm,3.48428266417919,3.5175920297246055,0.5012082075036677,2.2955201287226306,4.326334197904485,128
205002,P,32,cos_true_rule,0.2142811036605366,0.2681152004293065,0.3828609347011812,-0.7817092542795605,0.9743961884604774,128
205002,P,64,accuracy,0.661285400390625,0.67578125,0.1063594953394243,0.3203125,0.9296875,128
205002,P,64,log_loss,0.8336174864883361,0.7642070158700833,0.2900621681472568,0.18201219045411648,1.5654339605279035,128
205002,P,64,w_norm,3.2224005949757473,3.242544816852089,0.6358103366988123,1.6836273031482665,4.438960990749789,128
205002,P,64,cos_true_rule,0.4669056897396817,0.5410235902807635,0.28573105118979675,-0.48015649467600224,0.9726227241307591,128
205002,EPISODE,,E_train_accuracy,0.989501953125,1.0,0.012823775377606345,0.9375,1.0,128
205002,EPISODE,,E_test_accuracy,0.8955535888671875,0.896484375,0.02678653800569158,0.8125,0.953125,128
205002,EPISODE,,E_test_log_loss,0.2396723284122056,0.23257014467981393,0.04365396297480472,0.1696994294098896,0.4037827447294899,128
205002,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205002,EPISODE,,signed_cos_E_Q,-0.0688042701440078,-0.03274369679153064,0.45306328394522494,-0.9983984854448407,0.9980723096433408,128
205002,EPISODE,,abs_cos_E_Q,0.3662783393229544,0.4293084384175632,0.27539162113633703,0.0002652587144991725,0.9983984854448407,128
205002,EPISODE,,true_overlap,3.9765625,4.0,0.15128841196122722,3.0,4.0,128
205002,EPISODE,,shuf_overlap,1.0390625,1.0,0.7846410778781276,0.0,3.0,128
205002,EPISODE,,wrong_overlap,0.0,0.0,0.0,0.0,0.0,128
205002,EPISODE,,rand_overlap,1.0234375,1.0,0.804915016379835,0.0,3.0,128
205002,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205002,EPISODE,,exact_mask_recovery,0.9765625,1.0,0.15128841196122722,0.0,1.0,128
205002,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205002,EPISODE,,transformed_minus_neutral_auc,0.07789897918701172,0.0767669677734375,0.01996213891294152,0.024810791015625,0.12347412109375,128
205002,EPISODE,,oracle_minus_neutral_auc,0.0786592960357666,0.0768585205078125,0.018893044872466496,0.0343017578125,0.12347412109375,128
205003,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205003,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205003,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205003,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205003,T,2,accuracy,0.659942626953125,0.65234375,0.0747202880167407,0.529296875,0.85546875,128
205003,T,2,log_loss,0.6501502632198174,0.6517783326359647,0.023264190484222447,0.5952387887981476,0.6950003285486293,128
205003,T,2,w_norm,0.29001660389109013,0.29377394769727105,0.046060038194260355,0.16146862021637176,0.3861683188451763,128
205003,T,2,cos_true_rule,0.4688656613931233,0.4636740857260487,0.19117584201636273,0.11454290562290302,0.8940500634149802,128
205003,T,4,accuracy,0.7135162353515625,0.70703125,0.0656542819833235,0.55859375,0.90234375,128
205003,T,4,log_loss,0.6130328588377727,0.6167516103578299,0.02747461602661728,0.5582356874895195,0.6803023403409449,128
205003,T,4,w_norm,0.42975556561242656,0.43038108738343206,0.05914844740010764,0.2597909731958285,0.5583781001589735,128
205003,T,4,cos_true_rule,0.6058916414532771,0.611075208335248,0.14908595590318316,0.24672491203482566,0.9652292927902868,128
205003,T,8,accuracy,0.7642364501953125,0.763671875,0.0546979362032594,0.576171875,0.884765625,128
205003,T,8,log_loss,0.5536649649469123,0.5513858964737792,0.03228591633748256,0.4829474598833604,0.6673539340524517,128
205003,T,8,w_norm,0.6537487755650715,0.6550575890202965,0.06525068047180084,0.48827993120115903,0.7988950342063144,128
205003,T,8,cos_true_rule,0.7328295481320191,0.7479224089536373,0.10843539973632829,0.31751391996022504,0.9294486940292248,128
205003,T,16,accuracy,0.811370849609375,0.8154296875,0.04483728114599262,0.70703125,0.900390625,128
205003,T,16,log_loss,0.47742993973039216,0.4735528113633709,0.03502751433451905,0.401363789063947,0.5733643239485537,128
205003,T,16,w_norm,0.9951118167569455,0.9955203680989664,0.08022543315163584,0.7143678307270144,1.174830883524905,128
205003,T,16,cos_true_rule,0.8285136075491147,0.840376888907183,0.0720854964743764,0.6303167399053066,0.9617353962473328,128
205003,T,32,accuracy,0.8489227294921875,0.853515625,0.037670186296259754,0.74609375,0.923828125,128
205003,T,32,log_loss,0.39789986547769857,0.3946244558281907,0.03667495706490835,0.3268414989565074,0.49765065092461075,128
205003,T,32,w_norm,1.4875027568109997,1.495103074732746,0.08840827416642885,1.2400559823806743,1.7188880550906542,128
205003,T,32,cos_true_rule,0.8851756544437518,0.8923700862829307,0.049503969407229315,0.7293961151643134,0.9713426003394703,128
205003,T,64,accuracy,0.877532958984375,0.880859375,0.03177146643909368,0.7890625,0.9453125,128
205003,T,64,log_loss,0.32220576035605614,0.3162326152992017,0.036447943154414096,0.26274929812911163,0.45789044284425406,128
205003,T,64,w_norm,2.1445060056212846,2.1517999885518186,0.10136066735162874,1.783069532909768,2.355363568776817,128
205003,T,64,cos_true_rule,0.924951503364109,0.9342557511927246,0.034607301597646585,0.8036361897260904,0.9849364795511675,128
205003,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205003,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205003,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205003,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205003,N,2,accuracy,0.5943603515625,0.583984375,0.05449902891466321,0.494140625,0.779296875,128
205003,N,2,log_loss,0.6715101113965178,0.6728120709149932,0.01718529632699181,0.6185673734938366,0.7025363410758575,128
205003,N,2,w_norm,0.282274912947457,0.28454816264116445,0.036965261289228446,0.17822557933223018,0.35686941751760554,128
205003,N,2,cos_true_rule,0.28663571149744227,0.2553016775182516,0.1445519010714036,0.06417699213352066,0.714449708773841,128
205003,N,4,accuracy,0.6291656494140625,0.623046875,0.04913864343632434,0.548828125,0.791015625,128
205003,N,4,log_loss,0.6518910274085352,0.6547723489969639,0.021193027161404643,0.5980399187292861,0.6945494266328097,128
205003,N,4,w_norm,0.401590014645302,0.39895321711598764,0.04612803525739741,0.291750248639954,0.5051022654454292,128
205003,N,4,cos_true_rule,0.3879326585670035,0.37655012589551684,0.12220564808280965,0.137349556125482,0.8188572206679375,128
205003,N,8,accuracy,0.6705322265625,0.6640625,0.04750888114019629,0.517578125,0.787109375,128
205003,N,8,log_loss,0.6172568555781379,0.6203816579590178,0.028405966786968516,0.5505456437925242,0.6893235924311322,128
205003,N,8,w_norm,0.577677508404201,0.5831552754304263,0.053357398058936197,0.4199823889785296,0.7042764839585598,128
205003,N,8,cos_true_rule,0.5102216673939367,0.4999857789528258,0.11680193445193157,0.19954207531035822,0.7547941290577608,128
205003,N,16,accuracy,0.71826171875,0.720703125,0.048796376397098426,0.607421875,0.849609375,128
205003,N,16,log_loss,0.5651328878299232,0.5633757885561425,0.03759376070314055,0.48458356444275297,0.6545983510195158,128
205003,N,16,w_norm,0.8260580585646256,0.8340536592200739,0.06394000007894243,0.6384576502356032,0.9695172555166072,128
205003,N,16,cos_true_rule,0.6356763888337563,0.6312168816163056,0.10057937158774796,0.3979924096949339,0.8492563109477017,128
205003,N,32,accuracy,0.762176513671875,0.767578125,0.040940340522323426,0.640625,0.859375,128
205003,N,32,log_loss,0.5014051179588805,0.490818447268244,0.041890866245077596,0.424236018751067,0.6566714380299449,128
205003,N,32,w_norm,1.1985843565034773,1.2033390998268565,0.06518440979251229,0.9651567691139049,1.3306803487489394,128
205003,N,32,cos_true_rule,0.733820073089142,0.7423025358871944,0.07962156865126241,0.5313789486232025,0.9062986235820402,128
205003,N,64,accuracy,0.8063201904296875,0.8115234375,0.040461679484408035,0.68359375,0.91015625,128
205003,N,64,log_loss,0.42419238844570406,0.41807736651830174,0.04472410323220017,0.33646363674822,0.5821486785233574,128
205003,N,64,w_norm,1.7055551551129169,1.7082081615459161,0.07293396338574457,1.5008349294520258,1.8527009631838933,128
205003,N,64,cos_true_rule,0.8219809149584936,0.8286405114608085,0.06406509532521533,0.6057238550983159,0.9639560380290215,128
205003,0,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205003,0,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205003,0,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205003,0,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205003,0,2,accuracy,0.5943603515625,0.583984375,0.05449902891466321,0.494140625,0.779296875,128
205003,0,2,log_loss,0.6715101113965178,0.6728120709149932,0.01718529632699181,0.6185673734938366,0.7025363410758575,128
205003,0,2,w_norm,0.282274912947457,0.28454816264116445,0.036965261289228446,0.17822557933223018,0.35686941751760554,128
205003,0,2,cos_true_rule,0.28663571149744227,0.2553016775182516,0.1445519010714036,0.06417699213352066,0.714449708773841,128
205003,0,4,accuracy,0.6291656494140625,0.623046875,0.04913864343632434,0.548828125,0.791015625,128
205003,0,4,log_loss,0.6518910274085352,0.6547723489969639,0.021193027161404643,0.5980399187292861,0.6945494266328097,128
205003,0,4,w_norm,0.401590014645302,0.39895321711598764,0.04612803525739741,0.291750248639954,0.5051022654454292,128
205003,0,4,cos_true_rule,0.3879326585670035,0.37655012589551684,0.12220564808280965,0.137349556125482,0.8188572206679375,128
205003,0,8,accuracy,0.6705322265625,0.6640625,0.04750888114019629,0.517578125,0.787109375,128
205003,0,8,log_loss,0.6172568555781379,0.6203816579590178,0.028405966786968516,0.5505456437925242,0.6893235924311322,128
205003,0,8,w_norm,0.577677508404201,0.5831552754304263,0.053357398058936197,0.4199823889785296,0.7042764839585598,128
205003,0,8,cos_true_rule,0.5102216673939367,0.4999857789528258,0.11680193445193157,0.19954207531035822,0.7547941290577608,128
205003,0,16,accuracy,0.71826171875,0.720703125,0.048796376397098426,0.607421875,0.849609375,128
205003,0,16,log_loss,0.5651328878299232,0.5633757885561425,0.03759376070314055,0.48458356444275297,0.6545983510195158,128
205003,0,16,w_norm,0.8260580585646256,0.8340536592200739,0.06394000007894243,0.6384576502356032,0.9695172555166072,128
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205003,0,32,accuracy,0.762176513671875,0.767578125,0.040940340522323426,0.640625,0.859375,128
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205003,P,16,accuracy,0.56683349609375,0.5791015625,0.15917050153754422,0.123046875,0.90234375,128
205003,P,16,log_loss,1.3774163724911124,1.3679856302058764,0.6109675896790898,0.21777795697979044,2.7918915641370323,128
205003,P,16,w_norm,3.9027542318971937,3.951344934518504,0.32408785309511756,2.832575449009182,4.488882665055053,128
205003,P,16,cos_true_rule,0.1982885989381879,0.2495015052116769,0.4335961106165959,-0.9262235168953473,0.9697730740785493,128
205003,P,32,accuracy,0.6109466552734375,0.625,0.14735581822770133,0.212890625,0.921875,128
205003,P,32,log_loss,1.1132941820708133,1.076460701152437,0.48492561122811484,0.19670100745347954,2.3624979122623286,128
205003,P,32,w_norm,3.668929351948612,3.722258313976134,0.46678964932961886,1.9179699545162228,4.529011066098489,128
205003,P,32,cos_true_rule,0.3197777311504821,0.39632599206933017,0.3949883583527932,-0.764975112971075,0.975456491880728,128
205003,P,64,accuracy,0.689788818359375,0.7021484375,0.10830109753575418,0.380859375,0.935546875,128
205003,P,64,log_loss,0.7666311346984429,0.7255631480772512,0.3056840249127032,0.17713498820224405,1.803330797169877,128
205003,P,64,w_norm,3.439731978728485,3.5796020479443658,0.6646168932588856,1.308023559522492,4.632717087259378,128
205003,P,64,cos_true_rule,0.5372643832657472,0.6066901659497083,0.2705499699939455,-0.37386906636330436,0.9822166093107781,128
205003,EPISODE,,E_train_accuracy,0.9910888671875,1.0,0.012908899474037217,0.9375,1.0,128
205003,EPISODE,,E_test_accuracy,0.8964385986328125,0.8974609375,0.023786445616245454,0.828125,0.947265625,128
205003,EPISODE,,E_test_log_loss,0.23732932357144942,0.22787576824679015,0.04039095230173862,0.16911697816414223,0.36940504635712546,128
205003,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205003,EPISODE,,signed_cos_E_Q,0.08244577748896682,0.03977015140274942,0.47629066914746226,-0.9961412134112543,0.9927619403099739,128
205003,EPISODE,,abs_cos_E_Q,0.386400115824731,0.43382352463399565,0.29042220685294035,0.000655235553324085,0.9961412134112543,128
205003,EPISODE,,true_overlap,3.984375,4.0,0.12401959270615269,3.0,4.0,128
205003,EPISODE,,shuf_overlap,1.1171875,1.0,0.7247962402246234,0.0,2.0,128
205003,EPISODE,,wrong_overlap,0.015625,0.0,0.12401959270615269,0.0,1.0,128
205003,EPISODE,,rand_overlap,1.0390625,1.0,0.7846410778781276,0.0,3.0,128
205003,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205003,EPISODE,,exact_mask_recovery,0.984375,1.0,0.12401959270615269,0.0,1.0,128
205003,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205003,EPISODE,,transformed_minus_neutral_auc,0.08257913589477539,0.08172607421875,0.015959356636474558,0.03662109375,0.11737060546875,128
205003,EPISODE,,oracle_minus_neutral_auc,0.08313250541687012,0.0819091796875,0.01538957338919527,0.03662109375,0.11737060546875,128
205004,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,T,2,accuracy,0.6721954345703125,0.67578125,0.07814665583635366,0.505859375,0.837890625,128
205004,T,2,log_loss,0.6461460726579413,0.6449136041592545,0.025192070040363803,0.5849829545741457,0.7004838947019183,128
205004,T,2,w_norm,0.2880664494391003,0.29399144851235504,0.04834777753701355,0.16878672243485696,0.4340206447127333,128
205004,T,2,cos_true_rule,0.49906105352633057,0.5192553170630315,0.19412917798145063,0.04919715539660684,0.8597233226600958,128
205004,T,4,accuracy,0.71258544921875,0.716796875,0.0658516727075029,0.578125,0.8828125,128
205004,T,4,log_loss,0.6120925859997044,0.6101382044916095,0.02936425148238688,0.5518451662334567,0.6756219598341946,128
205004,T,4,w_norm,0.4276334711429047,0.4236720454243223,0.05555069807917233,0.3043195433739592,0.5493762694403217,128
205004,T,4,cos_true_rule,0.6032390051754709,0.6079058331617904,0.1555856033416978,0.2692531102971643,0.9296439192496947,128
205004,T,8,accuracy,0.7636260986328125,0.7685546875,0.0536256785381788,0.638671875,0.865234375,128
205004,T,8,log_loss,0.5545215164935184,0.5486868874611244,0.03292993506916388,0.4803770739722368,0.6300963003234612,128
205004,T,8,w_norm,0.6512304413543564,0.6499246856004506,0.07057014112880843,0.47967754716594097,0.816082473044682,128
205004,T,8,cos_true_rule,0.7334125791227116,0.753079957961958,0.10700845218954286,0.4354551928705365,0.9042061058346943,128
205004,T,16,accuracy,0.8133697509765625,0.8173828125,0.05055291624316158,0.640625,0.916015625,128
205004,T,16,log_loss,0.47605725540208754,0.46843050421913557,0.04084576376494148,0.39943080595448405,0.6291377586561786,128
205004,T,16,w_norm,1.0109974632725092,1.0109204265608231,0.07473827635404082,0.8100551188574294,1.1984676527022273,128
205004,T,16,cos_true_rule,0.8260259174766857,0.8445502648633896,0.08827755246235036,0.4463418570017671,0.9701837019939711,128
205004,T,32,accuracy,0.8531951904296875,0.857421875,0.03814284340444248,0.69140625,0.919921875,128
205004,T,32,log_loss,0.39233154193267683,0.38497093197032006,0.03697583246304996,0.3198222792700024,0.5764700333035607,128
205004,T,32,w_norm,1.496790870719071,1.5001025601535884,0.07466019480329505,1.2585118282226897,1.6737681575200358,128
205004,T,32,cos_true_rule,0.8926951144620408,0.9034643546665375,0.052596207097066534,0.5845037495605846,0.9661434086654296,128
205004,T,64,accuracy,0.874298095703125,0.8740234375,0.028622543736606915,0.794921875,0.93359375,128
205004,T,64,log_loss,0.32468548157129073,0.3219181426508427,0.03195160154847851,0.2594162514345185,0.4265290457434853,128
205004,T,64,w_norm,2.148674969536356,2.161297484004332,0.09359141880539211,1.892836055390057,2.3854424170386013,128
205004,T,64,cos_true_rule,0.9218271265359896,0.9270833705025713,0.03003795264215425,0.8430508975662134,0.9720589778171624,128
205004,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,N,2,accuracy,0.601104736328125,0.5986328125,0.052033741507575226,0.4921875,0.748046875,128
205004,N,2,log_loss,0.6688488557770791,0.6690198447691058,0.016737825607687565,0.6331738541573857,0.7044297975754092,128
205004,N,2,w_norm,0.27738297890243147,0.28014431453930955,0.041115731307460414,0.16360287269425136,0.3931503024902557,128
205004,N,2,cos_true_rule,0.3050784273467647,0.29953689485981405,0.13692836864934288,0.02613164523811536,0.6517024358536743,128
205004,N,4,accuracy,0.6302337646484375,0.630859375,0.04730972477028112,0.53515625,0.7734375,128
205004,N,4,log_loss,0.6505884417450916,0.6517664737493349,0.021538385512424523,0.5955512437591297,0.6946703414070936,128
205004,N,4,w_norm,0.40119926939093836,0.40500852552348793,0.04300671172624832,0.27585329759761756,0.5020749930843776,128
205004,N,4,cos_true_rule,0.3863452326469194,0.377550720207636,0.1266948387883883,0.1310546069567242,0.7591260517139752,128
205004,N,8,accuracy,0.668609619140625,0.6689453125,0.0474488478439053,0.541015625,0.798828125,128
205004,N,8,log_loss,0.6190399095162811,0.6132536187843821,0.028821058196888995,0.550978575859307,0.6932485137436453,128
205004,N,8,w_norm,0.5758528249231282,0.5834388127235809,0.05534426729308901,0.3867632796057249,0.7063736745304493,128
205004,N,8,cos_true_rule,0.5036637752172111,0.5093724486119916,0.11330153783901384,0.2136049510206448,0.7484124469123209,128
205004,N,16,accuracy,0.7231597900390625,0.7255859375,0.049503535566926535,0.59375,0.861328125,128
205004,N,16,log_loss,0.5627953533797597,0.5601342919759102,0.03853731145073139,0.4870272459585334,0.6586313853045744,128
205004,N,16,w_norm,0.8339139160370062,0.8346789859633329,0.05896075014651611,0.6819172366948479,0.9482504160044724,128
205004,N,16,cos_true_rule,0.6390566882793483,0.6589252734443931,0.11132183151557579,0.33762213979910416,0.8589371235238781,128
205004,N,32,accuracy,0.7738800048828125,0.77734375,0.040668445863014484,0.650390625,0.859375,128
205004,N,32,log_loss,0.4918815421259291,0.48790299718896046,0.043453408546843014,0.41546180929468685,0.6450338653084037,128
205004,N,32,w_norm,1.1945175115621636,1.1998041152306993,0.056226966704747146,1.0388211939517005,1.3080173530658041,128
205004,N,32,cos_true_rule,0.7532415672437337,0.765045113237625,0.0803694240755908,0.40254025364810136,0.902728675281214,128
205004,N,64,accuracy,0.8086090087890625,0.80859375,0.0377357195926595,0.685546875,0.884765625,128
205004,N,64,log_loss,0.425649344051531,0.42302013518559434,0.04661172185295143,0.32937872756075304,0.5819264430452139,128
205004,N,64,w_norm,1.7093742405598675,1.718928456854261,0.06595484931932669,1.4797698821269127,1.8273866068273266,128
205004,N,64,cos_true_rule,0.8193691681175137,0.8200661887874637,0.0597994336687076,0.6234764573544029,0.944716765564904,128
205004,0,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,0,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,0,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,0,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,0,2,accuracy,0.601104736328125,0.5986328125,0.052033741507575226,0.4921875,0.748046875,128
205004,0,2,log_loss,0.6688488557770791,0.6690198447691058,0.016737825607687565,0.6331738541573857,0.7044297975754092,128
205004,0,2,w_norm,0.27738297890243147,0.28014431453930955,0.041115731307460414,0.16360287269425136,0.3931503024902557,128
205004,0,2,cos_true_rule,0.3050784273467647,0.29953689485981405,0.13692836864934288,0.02613164523811536,0.6517024358536743,128
205004,0,4,accuracy,0.6302337646484375,0.630859375,0.04730972477028112,0.53515625,0.7734375,128
205004,0,4,log_loss,0.6505884417450916,0.6517664737493349,0.021538385512424523,0.5955512437591297,0.6946703414070936,128
205004,0,4,w_norm,0.40119926939093836,0.40500852552348793,0.04300671172624832,0.27585329759761756,0.5020749930843776,128
205004,0,4,cos_true_rule,0.3863452326469194,0.377550720207636,0.1266948387883883,0.1310546069567242,0.7591260517139752,128
205004,0,8,accuracy,0.668609619140625,0.6689453125,0.0474488478439053,0.541015625,0.798828125,128
205004,0,8,log_loss,0.6190399095162811,0.6132536187843821,0.028821058196888995,0.550978575859307,0.6932485137436453,128
205004,0,8,w_norm,0.5758528249231282,0.5834388127235809,0.05534426729308901,0.3867632796057249,0.7063736745304493,128
205004,0,8,cos_true_rule,0.5036637752172111,0.5093724486119916,0.11330153783901384,0.2136049510206448,0.7484124469123209,128
205004,0,16,accuracy,0.7231597900390625,0.7255859375,0.049503535566926535,0.59375,0.861328125,128
205004,0,16,log_loss,0.5627953533797597,0.5601342919759102,0.03853731145073139,0.4870272459585334,0.6586313853045744,128
205004,0,16,w_norm,0.8339139160370062,0.8346789859633329,0.05896075014651611,0.6819172366948479,0.9482504160044724,128
205004,0,16,cos_true_rule,0.6390566882793483,0.6589252734443931,0.11132183151557579,0.33762213979910416,0.8589371235238781,128
205004,0,32,accuracy,0.7738800048828125,0.77734375,0.040668445863014484,0.650390625,0.859375,128
205004,0,32,log_loss,0.4918815421259291,0.48790299718896046,0.043453408546843014,0.41546180929468685,0.6450338653084037,128
205004,0,32,w_norm,1.1945175115621636,1.1998041152306993,0.056226966704747146,1.0388211939517005,1.3080173530658041,128
205004,0,32,cos_true_rule,0.7532415672437337,0.765045113237625,0.0803694240755908,0.40254025364810136,0.902728675281214,128
205004,0,64,accuracy,0.8086090087890625,0.80859375,0.0377357195926595,0.685546875,0.884765625,128
205004,0,64,log_loss,0.425649344051531,0.42302013518559434,0.04661172185295143,0.32937872756075304,0.5819264430452139,128
205004,0,64,w_norm,1.7093742405598675,1.718928456854261,0.06595484931932669,1.4797698821269127,1.8273866068273266,128
205004,0,64,cos_true_rule,0.8193691681175137,0.8200661887874637,0.0597994336687076,0.6234764573544029,0.944716765564904,128
205004,S,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,S,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,S,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,S,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,S,2,accuracy,0.5833892822265625,0.5869140625,0.06094992026580726,0.443359375,0.798828125,128
205004,S,2,log_loss,0.6745829315077281,0.6755604067636783,0.019310573025295347,0.6119743384283467,0.713135181916775,128
205004,S,2,w_norm,0.2741159239884459,0.27575620074917484,0.04854013847525264,0.16691405590710734,0.38733588719163664,128
205004,S,2,cos_true_rule,0.2545383443522472,0.25193429248025334,0.1672953429071941,-0.159068414804065,0.7601563853071373,128
205004,S,4,accuracy,0.61016845703125,0.6025390625,0.057541846462422795,0.501953125,0.771484375,128
205004,S,4,log_loss,0.6613205785633702,0.6653476852111331,0.02651894093768032,0.589022787293294,0.7198284495632716,128
205004,S,4,w_norm,0.39030771456035185,0.3911032230886935,0.06155606147790098,0.2431422902748978,0.5043310724006058,128
205004,S,4,cos_true_rule,0.32690852548867844,0.3122104231135747,0.1591063642804193,0.0030257317360385784,0.7605581269616009,128
205004,S,8,accuracy,0.644805908203125,0.634765625,0.06149229896553724,0.51953125,0.806640625,128
205004,S,8,log_loss,0.6357487433530209,0.6385173094302521,0.036103372060560635,0.5391167367000332,0.7188449517815756,128
205004,S,8,w_norm,0.5662604817432064,0.5671607476264308,0.0856570701880091,0.3298973845421097,0.7466795509709626,128
205004,S,8,cos_true_rule,0.4348941651115989,0.4297115006289146,0.15528387587682865,0.014814451004993507,0.8031592118112318,128
205004,S,16,accuracy,0.69439697265625,0.6875,0.06026661520894387,0.56640625,0.8359375,128
205004,S,16,log_loss,0.5886477855591644,0.5889405899875727,0.0470053235204304,0.45369772564349664,0.6898955861960843,128
205004,S,16,w_norm,0.7887404663513093,0.792926795009268,0.10612263473283325,0.5390932697632886,1.0550728312775395,128
205004,S,16,cos_true_rule,0.5695167089985883,0.5651880936775657,0.14654526958403766,0.23279603349495182,0.8287002775536545,128
205004,S,32,accuracy,0.75201416015625,0.7548828125,0.046385393625706706,0.646484375,0.841796875,128
205004,S,32,log_loss,0.5198589411092556,0.514385895145248,0.048018161183592235,0.4064847541288408,0.6519724528179822,128
205004,S,32,w_norm,1.089353990799422,1.0752862095670936,0.15311203105279156,0.8045211130734435,1.4993814449577623,128
205004,S,32,cos_true_rule,0.7074342461977466,0.71833814383036,0.09949846718013171,0.36615426458419587,0.8868545296458598,128
205004,S,64,accuracy,0.786407470703125,0.7880859375,0.046605118042724034,0.658203125,0.890625,128
205004,S,64,log_loss,0.45952164107268256,0.45788094292891635,0.059649022543088216,0.3429423024738354,0.6451449221439525,128
205004,S,64,w_norm,1.5556042805313395,1.5229013583467559,0.185869714236153,1.1195370625038814,2.089593972399347,128
205004,S,64,cos_true_rule,0.7784277539947975,0.7881431708017319,0.08548625695989262,0.4801053573068493,0.943039831923585,128
205004,W,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,W,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,W,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,W,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,W,2,accuracy,0.56683349609375,0.56640625,0.04044632684453649,0.46875,0.646484375,128
205004,W,2,log_loss,0.6812318433648817,0.6814327025984319,0.01274504723094653,0.6535430535313127,0.7066579890785916,128
205004,W,2,w_norm,0.27062760269021724,0.26838801532622514,0.05146008678474073,0.12680556456078565,0.3846759457389934,128
205004,W,2,cos_true_rule,0.20238811543473603,0.19479734298877394,0.10395014494429686,0.011914082117116037,0.4964217126209387,128
205004,W,4,accuracy,0.588623046875,0.58984375,0.03937633330494646,0.505859375,0.708984375,128
205004,W,4,log_loss,0.6712693586352665,0.6709016209467928,0.017201139451559364,0.6246174645792008,0.7102513905912198,128
205004,W,4,w_norm,0.3822552925766599,0.3927326189137513,0.06375783498894065,0.22475172358617798,0.5163326626507884,128
205004,W,4,cos_true_rule,0.26671990071933716,0.2574759046533072,0.10748152115634689,0.06610418552101943,0.6429228689766031,128
205004,W,8,accuracy,0.6173248291015625,0.615234375,0.04580626210927445,0.51171875,0.744140625,128
205004,W,8,log_loss,0.6553631668839383,0.6529761010746474,0.025568575411162867,0.5946235028565501,0.7282139589175622,128
205004,W,8,w_norm,0.5330937044357678,0.5331610121378174,0.08071427740364401,0.327615014561985,0.7070002613716828,128
205004,W,8,cos_true_rule,0.35691252974231047,0.35679677625628325,0.11102717374713325,0.10706960740178811,0.6842000479321508,128
205004,W,16,accuracy,0.6655426025390625,0.6630859375,0.050983171929747294,0.548828125,0.798828125,128
205004,W,16,log_loss,0.6169209208143541,0.6177963429279592,0.035389660398356115,0.5397760572032628,0.7163755676952172,128
205004,W,16,w_norm,0.7267201776908963,0.7266626270490326,0.10048079493142362,0.49491958029592115,0.9716258262939028,128
205004,W,16,cos_true_rule,0.4919639267557989,0.4887798928872393,0.1218163999465435,0.26857892152850976,0.7704589469162714,128
205004,W,32,accuracy,0.719268798828125,0.724609375,0.0503826545355579,0.5703125,0.826171875,128
205004,W,32,log_loss,0.5613982804697202,0.5509934800669103,0.05139130321832169,0.47846847342522886,0.7486932600473676,128
205004,W,32,w_norm,0.9937839858254115,0.9732037276276424,0.11646672813044505,0.7272783378019793,1.3165015709273835,128
205004,W,32,cos_true_rule,0.6306002287352674,0.641669463032136,0.10973599322168433,0.2698597888739781,0.8653354718624825,128
205004,W,64,accuracy,0.7651214599609375,0.767578125,0.04566620605094255,0.58984375,0.8671875,128
205004,W,64,log_loss,0.4946330977245663,0.48816537645123825,0.05905382330048363,0.3839313398692782,0.7747915390738107,128
205004,W,64,w_norm,1.3911670350776275,1.3810724771323395,0.1104639511148144,1.1451520860835536,1.7102218406963503,128
205004,W,64,cos_true_rule,0.7341427922074906,0.7342208492280622,0.08994502826741878,0.41178366247400966,0.8956612028666937,128
205004,R,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,R,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,R,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,R,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,R,2,accuracy,0.5853729248046875,0.578125,0.06388472679330835,0.423828125,0.78125,128
205004,R,2,log_loss,0.6754762540433209,0.6767501330655739,0.019088328010915565,0.6250062715931991,0.7252735517294826,128
205004,R,2,w_norm,0.2679578492488738,0.2738615711106337,0.05324660269025843,0.13725567232919886,0.43671541131359215,128
205004,R,2,cos_true_rule,0.25485038952539507,0.2546904733232618,0.17004809998282489,-0.19821476528330903,0.751157811199741,128
205004,R,4,accuracy,0.6090545654296875,0.6103515625,0.05498303658094125,0.482421875,0.77734375,128
205004,R,4,log_loss,0.6611462056886337,0.6601933946602134,0.026167091229781142,0.5751864006290315,0.7183844755141722,128
205004,R,4,w_norm,0.39222121037726443,0.39078881751224026,0.06889380830102178,0.19791084818564733,0.5562680259287311,128
205004,R,4,cos_true_rule,0.32493678415582905,0.319098308769322,0.15932825201660436,-0.11123553387808019,0.751001035286185,128
205004,R,8,accuracy,0.6460723876953125,0.6416015625,0.055264104773023605,0.529296875,0.8125,128
205004,R,8,log_loss,0.636192081275409,0.6387169654411431,0.034252157984683576,0.5300251401486735,0.7127621393922747,128
205004,R,8,w_norm,0.5586177821160185,0.5525567875086113,0.09176371317933962,0.30843960424148253,0.7881787934808372,128
205004,R,8,cos_true_rule,0.43408762448020166,0.4337793176699317,0.14394670811896054,0.07388279268580902,0.7786274678317554,128
205004,R,16,accuracy,0.6961822509765625,0.6953125,0.05920488612648143,0.546875,0.85546875,128
205004,R,16,log_loss,0.590549218080426,0.5883583100169069,0.04937434394331355,0.4623117434907569,0.7372371872565072,128
205004,R,16,w_norm,0.7911881107051113,0.792738361162473,0.12218575445985366,0.5480858207849585,1.1032075283285256,128
205004,R,16,cos_true_rule,0.5658144839967761,0.5729562586675206,0.14529785524978783,0.1334145254654327,0.890689782777472,128
205004,R,32,accuracy,0.7444305419921875,0.744140625,0.05487252127047232,0.55859375,0.875,128
205004,R,32,log_loss,0.5289334870911606,0.529258748679363,0.05561597453780488,0.39070538048024966,0.7468061800950339,128
205004,R,32,w_norm,1.1007688879870234,1.0879257344503197,0.14546679222328415,0.793394479828341,1.5495113417492874,128
205004,R,32,cos_true_rule,0.6874669923451631,0.6909893489036634,0.11684420055222851,0.12108662266686604,0.9252687033896363,128
205004,R,64,accuracy,0.7837066650390625,0.787109375,0.049382983958757315,0.66015625,0.90234375,128
205004,R,64,log_loss,0.4638600576812434,0.45101916852228463,0.06270397687423525,0.31346505507086053,0.6380395353989249,128
205004,R,64,w_norm,1.5504799239745928,1.5331713439142662,0.18338181726049868,1.1405603938187658,2.2113670194242205,128
205004,R,64,cos_true_rule,0.7720343173390511,0.7893638931288101,0.09096040907056402,0.4616195583553695,0.9505491710326616,128
205004,O,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,O,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205004,O,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205004,O,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205004,O,2,accuracy,0.6721954345703125,0.67578125,0.07814665583635366,0.505859375,0.837890625,128
205004,O,2,log_loss,0.6461460726579413,0.6449136041592545,0.025192070040363803,0.5849829545741457,0.7004838947019183,128
205004,O,2,w_norm,0.2880664494391003,0.29399144851235504,0.04834777753701355,0.16878672243485696,0.4340206447127333,128
205004,O,2,cos_true_rule,0.49906105352633057,0.5192553170630315,0.19412917798145063,0.04919715539660684,0.8597233226600958,128
205004,O,4,accuracy,0.71258544921875,0.716796875,0.0658516727075029,0.578125,0.8828125,128
205004,O,4,log_loss,0.6120925859997044,0.6101382044916095,0.02936425148238688,0.5518451662334567,0.6756219598341946,128
205004,O,4,w_norm,0.4276334711429047,0.4236720454243223,0.05555069807917233,0.3043195433739592,0.5493762694403217,128
205004,O,4,cos_true_rule,0.6032390051754709,0.6079058331617904,0.1555856033416978,0.2692531102971643,0.9296439192496947,128
205004,O,8,accuracy,0.7636260986328125,0.7685546875,0.0536256785381788,0.638671875,0.865234375,128
205004,O,8,log_loss,0.5545215164935184,0.5486868874611244,0.03292993506916388,0.4803770739722368,0.6300963003234612,128
205004,O,8,w_norm,0.6512304413543564,0.6499246856004506,0.07057014112880843,0.47967754716594097,0.816082473044682,128
205004,O,8,cos_true_rule,0.7334125791227116,0.753079957961958,0.10700845218954286,0.4354551928705365,0.9042061058346943,128
205004,O,16,accuracy,0.8133697509765625,0.8173828125,0.05055291624316158,0.640625,0.916015625,128
205004,O,16,log_loss,0.47605725540208754,0.46843050421913557,0.04084576376494148,0.39943080595448405,0.6291377586561786,128
205004,O,16,w_norm,1.0109974632725092,1.0109204265608231,0.07473827635404082,0.8100551188574294,1.1984676527022273,128
205004,O,16,cos_true_rule,0.8260259174766857,0.8445502648633896,0.08827755246235036,0.4463418570017671,0.9701837019939711,128
205004,O,32,accuracy,0.8531951904296875,0.857421875,0.03814284340444248,0.69140625,0.919921875,128
205004,O,32,log_loss,0.39233154193267683,0.38497093197032006,0.03697583246304996,0.3198222792700024,0.5764700333035607,128
205004,O,32,w_norm,1.496790870719071,1.5001025601535884,0.07466019480329505,1.2585118282226897,1.6737681575200358,128
205004,O,32,cos_true_rule,0.8926951144620408,0.9034643546665375,0.052596207097066534,0.5845037495605846,0.9661434086654296,128
205004,O,64,accuracy,0.874298095703125,0.8740234375,0.028622543736606915,0.794921875,0.93359375,128
205004,O,64,log_loss,0.32468548157129073,0.3219181426508427,0.03195160154847851,0.2594162514345185,0.4265290457434853,128
205004,O,64,w_norm,2.148674969536356,2.161297484004332,0.09359141880539211,1.892836055390057,2.3854424170386013,128
205004,O,64,cos_true_rule,0.9218271265359896,0.9270833705025713,0.03003795264215425,0.8430508975662134,0.9720589778171624,128
205004,P,0,accuracy,0.49346923828125,0.4892578125,0.17243181330494017,0.107421875,0.9296875,128
205004,P,0,log_loss,1.8714462632034858,1.8930942627763452,0.7814219558668952,0.1962345762500178,3.770996926059388,128
205004,P,0,w_norm,4.264371394503852,4.2669373116740275,0.1107282551397516,3.9781246756178006,4.510005377497257,128
205004,P,0,cos_true_rule,-0.01538906810123556,-0.0011222539164032666,0.46366980076561515,-0.9499532242897882,0.9492684249247678,128
205004,P,2,accuracy,0.500885009765625,0.49609375,0.17217261112854435,0.107421875,0.931640625,128
205004,P,2,log_loss,1.8138058136419009,1.8375379312447933,0.7579531847141132,0.19570761603467307,3.611405358343071,128
205004,P,2,w_norm,4.206957678040329,4.205071966019656,0.13212022985730645,3.8580118303324675,4.488966474224592,128
205004,P,2,cos_true_rule,0.002942525127545923,0.014957135059063813,0.4623992049811315,-0.9440999378773556,0.9583659893141012,128
205004,P,4,accuracy,0.5062713623046875,0.501953125,0.17112963092822664,0.107421875,0.9296875,128
205004,P,4,log_loss,1.7628016728212417,1.760417606065598,0.7406373715927125,0.19568672814103655,3.4753028811709648,128
205004,P,4,w_norm,4.150721856967683,4.1710119836962996,0.16288619027807358,3.7211312473512814,4.467872239430039,128
205004,P,4,cos_true_rule,0.017760616423159882,0.028292071849655626,0.46274804667652536,-0.956623020392979,0.9595549222701278,128
205004,P,8,accuracy,0.5160980224609375,0.5087890625,0.1689773698667367,0.123046875,0.9296875,128
205004,P,8,log_loss,1.6680062870174868,1.659792484523318,0.6907109443634797,0.19565979902898434,3.3646169916909088,128
205004,P,8,w_norm,4.047461249273306,4.058483317376602,0.21479779757956607,3.512772488339806,4.424403084664455,128
205004,P,8,cos_true_rule,0.048032869161348205,0.06279800085689438,0.45604384892264116,-0.9282406820811462,0.9594032568033495,128
205004,P,16,accuracy,0.5398101806640625,0.53515625,0.16245666826545116,0.16796875,0.9296875,128
205004,P,16,log_loss,1.4813875395599405,1.5125228459828144,0.5906075190281277,0.19591196082619844,2.771928310342927,128
205004,P,16,w_norm,3.8518678664311823,3.8978199928803225,0.3387758109479919,3.06219293784422,4.4489799925739835,128
205004,P,16,cos_true_rule,0.111366095898488,0.1314097021622846,0.4432186460626175,-0.87518273021821,0.964347647029111,128
205004,P,32,accuracy,0.5850372314453125,0.5810546875,0.14551578010276173,0.232421875,0.931640625,128
205004,P,32,log_loss,1.192513441499702,1.2087298907893809,0.4536466540373895,0.1846987106377544,2.4082355925221606,128
205004,P,32,w_norm,3.583078287724094,3.704983196596902,0.5176357923658631,2.2626895963624483,4.472384779552392,128
205004,P,32,cos_true_rule,0.24291229793618885,0.28175060084949255,0.39879700844265564,-0.759840066771979,0.9654921967939771,128
205004,P,64,accuracy,0.66729736328125,0.6708984375,0.11138899293651831,0.357421875,0.935546875,128
205004,P,64,log_loss,0.8362014079118917,0.8423183094809348,0.30302150259775396,0.17919721410238093,1.5254774765381252,128
205004,P,64,w_norm,3.362723246100371,3.5272993549649625,0.6728278184621681,1.6070774271693835,4.50737580513097,128
205004,P,64,cos_true_rule,0.4761773517225236,0.5125925163974814,0.2828367822012148,-0.470288181502458,0.9707557759333117,128
205004,EPISODE,,E_train_accuracy,0.9893798828125,1.0,0.013801505118680158,0.9375,1.0,128
205004,EPISODE,,E_test_accuracy,0.894073486328125,0.89453125,0.023181129041743406,0.826171875,0.94140625,128
205004,EPISODE,,E_test_log_loss,0.24222541978630358,0.23669156261761076,0.03933177327861951,0.1680351961695561,0.36767429762027487,128
205004,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205004,EPISODE,,signed_cos_E_Q,-0.020209579866111705,-0.0014938797040622012,0.48855129220271193,-0.9926451661958305,0.9976823184434388,128
205004,EPISODE,,abs_cos_E_Q,0.38716026287721933,0.41794658569980736,0.298659878591261,0.00018130511789660186,0.9976823184434388,128
205004,EPISODE,,true_overlap,4.0,4.0,0.0,4.0,4.0,128
205004,EPISODE,,shuf_overlap,0.9375,1.0,0.7261843774138906,0.0,3.0,128
205004,EPISODE,,wrong_overlap,0.0,0.0,0.0,0.0,0.0,128
205004,EPISODE,,rand_overlap,0.84375,1.0,0.764827390657526,0.0,3.0,128
205004,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205004,EPISODE,,exact_mask_recovery,1.0,1.0,0.0,1.0,1.0,128
205004,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205004,EPISODE,,transformed_minus_neutral_auc,0.07806944847106934,0.0798187255859375,0.017953516529405883,0.03082275390625,0.125762939453125,128
205004,EPISODE,,oracle_minus_neutral_auc,0.07806944847106934,0.0798187255859375,0.017953516529405883,0.03082275390625,0.125762939453125,128
205005,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205005,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205005,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205005,T,2,accuracy,0.65692138671875,0.65234375,0.07595263008595222,0.4921875,0.857421875,128
205005,T,2,log_loss,0.6497009166099639,0.6490458044986072,0.024047808355196165,0.5902284927445947,0.6997143183518151,128
205005,T,2,w_norm,0.2951836409302826,0.2957688005789284,0.0421272321791335,0.18045504181140537,0.384688912647374,128
205005,T,2,cos_true_rule,0.4617953942283394,0.4735309913222955,0.1965803778267808,0.057783679594760474,0.8859675802980773,128
205005,T,4,accuracy,0.7028961181640625,0.6982421875,0.07033056285430188,0.513671875,0.8671875,128
205005,T,4,log_loss,0.6148130309552009,0.6116718854055663,0.031903500599654876,0.543172327074126,0.7022841334297537,128
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205005,T,64,accuracy,0.8760223388671875,0.880859375,0.03246149133216676,0.79296875,0.939453125,128
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205005,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
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205005,N,2,accuracy,0.589813232421875,0.5908203125,0.051532172546433594,0.46484375,0.73828125,128
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205005,N,16,log_loss,0.5675670555497837,0.5718510331011869,0.03222852632885012,0.4709610334409421,0.625826454094468,128
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205005,0,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,0,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205005,0,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
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205005,0,2,accuracy,0.589813232421875,0.5908203125,0.051532172546433594,0.46484375,0.73828125,128
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205005,0,8,accuracy,0.6671600341796875,0.6650390625,0.04924052368030049,0.548828125,0.8125,128
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205005,0,16,accuracy,0.716339111328125,0.7109375,0.04479929536535135,0.642578125,0.875,128
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205005,0,64,accuracy,0.805908203125,0.80859375,0.04171662514522334,0.69921875,0.896484375,128
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205005,S,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,S,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205005,S,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205005,S,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205005,S,2,accuracy,0.57977294921875,0.576171875,0.060360251730156335,0.423828125,0.75,128
205005,S,2,log_loss,0.6760889137330834,0.6771160822103821,0.020080959307343715,0.6306425814684544,0.7372415057461266,128
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205005,S,4,accuracy,0.6104278564453125,0.615234375,0.05953773600558863,0.484375,0.74609375,128
205005,S,4,log_loss,0.6605343259090454,0.6586985737896762,0.027507663897947645,0.593365947985752,0.7347415102845676,128
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205005,S,8,accuracy,0.6494140625,0.654296875,0.057804127679767364,0.513671875,0.80859375,128
205005,S,8,log_loss,0.6319412477777909,0.6294055987458183,0.03697257115051217,0.5166567798745331,0.7126563470796035,128
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205005,S,16,accuracy,0.69305419921875,0.6884765625,0.04916657452520799,0.587890625,0.814453125,128
205005,S,16,log_loss,0.5895952494549586,0.5898302152935122,0.03930210830675799,0.4866955172285843,0.6772900655804504,128
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205005,S,32,accuracy,0.73834228515625,0.73828125,0.04713238149604272,0.619140625,0.875,128
205005,S,32,log_loss,0.5310163683334348,0.5274946112588146,0.04854284774226953,0.4061444178494269,0.6574890361597325,128
205005,S,32,w_norm,1.1130313511836352,1.1138967373801036,0.14279881636098615,0.8096583966111303,1.5947433761039393,128
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205005,S,64,accuracy,0.7828826904296875,0.7822265625,0.04680359637291207,0.66015625,0.8984375,128
205005,S,64,log_loss,0.46099067940984634,0.45824873826283974,0.05773212282811106,0.34856331593591844,0.632360248692421,128
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205005,W,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,W,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205005,W,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205005,W,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205005,W,2,accuracy,0.55926513671875,0.55859375,0.038719531278448016,0.46484375,0.724609375,128
205005,W,2,log_loss,0.6835073243357606,0.6849749315521998,0.01182271735673109,0.6389323720956316,0.7109475473806945,128
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205005,W,4,accuracy,0.5797119140625,0.578125,0.04005301627803386,0.48828125,0.666015625,128
205005,W,4,log_loss,0.6736134863814064,0.6729667685421026,0.017753855329672427,0.6344347030023939,0.7161645072917385,128
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205005,W,8,accuracy,0.6165313720703125,0.6103515625,0.048173268216519814,0.5234375,0.783203125,128
205005,W,8,log_loss,0.6556359157271552,0.6535649299467408,0.026544179675440153,0.586003469584367,0.7132584068175777,128
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205005,W,16,accuracy,0.65594482421875,0.6474609375,0.04685047620767423,0.55078125,0.8125,128
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205005,W,32,accuracy,0.70562744140625,0.7080078125,0.044282383440543006,0.603515625,0.833984375,128
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205005,W,64,accuracy,0.7627410888671875,0.765625,0.04765682835696991,0.646484375,0.87109375,128
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205005,R,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,R,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205005,R,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205005,R,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205005,R,2,accuracy,0.5790863037109375,0.57421875,0.06091834334196845,0.453125,0.728515625,128
205005,R,2,log_loss,0.676590926806327,0.6783717306594543,0.020218199937499057,0.6211287441154211,0.7222495613524929,128
205005,R,2,w_norm,0.279481002536951,0.2827621707754792,0.04741534774695149,0.1721973665720421,0.3762978109868716,128
205005,R,2,cos_true_rule,0.23955382782356363,0.21596474074833533,0.17137249803029952,-0.13939306260351628,0.650463962624129,128
205005,R,4,accuracy,0.60693359375,0.6103515625,0.05864713144531381,0.47265625,0.736328125,128
205005,R,4,log_loss,0.6615506503035207,0.6611100150196934,0.027998322466552754,0.6022273381579248,0.7422491255002104,128
205005,R,4,w_norm,0.38416557087203845,0.37645046442164376,0.07281314112815242,0.185396864449252,0.5487119155930964,128
205005,R,4,cos_true_rule,0.3357648901808965,0.3331386498348159,0.1632388180907966,-0.14267772896352596,0.6448625539476227,128
205005,R,8,accuracy,0.6483154296875,0.64453125,0.06374630468541559,0.49609375,0.810546875,128
205005,R,8,log_loss,0.6333353648043665,0.6361226092808536,0.03733385391623987,0.5397853871290098,0.7508181945286692,128
205005,R,8,w_norm,0.5527577015177805,0.5534676104574454,0.08634764926837427,0.30792599329057013,0.7671286769913991,128
205005,R,8,cos_true_rule,0.44531704471304145,0.43505498558741706,0.15070055047339342,0.046179497664021914,0.7728126599970179,128
205005,R,16,accuracy,0.695892333984375,0.685546875,0.06130621421500636,0.544921875,0.865234375,128
205005,R,16,log_loss,0.5866581616817241,0.5932186679824827,0.0480429812419923,0.44933381507085307,0.7372842031820249,128
205005,R,16,w_norm,0.7789292372987946,0.77903650062953,0.11012973347051469,0.5027058382416407,1.0552413799297427,128
205005,R,16,cos_true_rule,0.5753094003651154,0.5576455698370895,0.13543845125521387,0.20677692976336615,0.8937832832772562,128
205005,R,32,accuracy,0.7428131103515625,0.7412109375,0.05645665967131842,0.626953125,0.884765625,128
205005,R,32,log_loss,0.5273239338816351,0.5239647755214666,0.05978704543518152,0.366021705587533,0.6837259399011544,128
205005,R,32,w_norm,1.1140199845747847,1.097009708383406,0.15154916902825397,0.7408951620197866,1.543860560167909,128
205005,R,32,cos_true_rule,0.6850128952686704,0.7012206457279089,0.11364500037522055,0.36190274709794723,0.9192337753379822,128
205005,R,64,accuracy,0.784210205078125,0.7900390625,0.0522780187164609,0.6484375,0.89453125,128
205005,R,64,log_loss,0.46028914187810277,0.4546748983572857,0.064036308839466,0.3044093485882955,0.6213566519076263,128
205005,R,64,w_norm,1.5557761786856095,1.5010939602273035,0.20968283402552637,1.163423564768817,2.1483600653912958,128
205005,R,64,cos_true_rule,0.7756810698918764,0.773367055846146,0.09081672895235496,0.5371564993891297,0.9443000016330779,128
205005,O,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,O,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205005,O,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205005,O,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205005,O,2,accuracy,0.6582489013671875,0.65234375,0.07611334673462934,0.4921875,0.857421875,128
205005,O,2,log_loss,0.6493529207543126,0.6489631467776873,0.02417143274182577,0.5902284927445947,0.6997143183518151,128
205005,O,2,w_norm,0.2948898991788385,0.2957688005789284,0.042649811021306425,0.1680126325980495,0.37779936939241,128
205005,O,2,cos_true_rule,0.4645146833215398,0.47487474471879976,0.1969402776553671,0.057783679594760474,0.8859675802980773,128
205005,O,4,accuracy,0.7035675048828125,0.6982421875,0.07056095512688695,0.513671875,0.8671875,128
205005,O,4,log_loss,0.6144362674476305,0.6116718854055663,0.03202524200464873,0.540260051541367,0.7022841334297537,128
205005,O,4,w_norm,0.4374995029718452,0.44564047834858733,0.059694459254434055,0.26618635836624327,0.5533545391753847,128
205005,O,4,cos_true_rule,0.5871289044249388,0.602228721403926,0.1705717733416024,0.10588514357509388,0.8970712996328748,128
205005,O,8,accuracy,0.761688232421875,0.76171875,0.055603521451628515,0.6015625,0.896484375,128
205005,O,8,log_loss,0.5555497186538615,0.5553562422424396,0.03211512281814612,0.491261174303512,0.6454412148832012,128
205005,O,8,w_norm,0.6514580464737479,0.6559588655415126,0.08142129550926316,0.46242346371113713,0.8153161442673332,128
205005,O,8,cos_true_rule,0.7276342974453142,0.7277876007358441,0.10819622044096969,0.39512287280980507,0.9363537733746343,128
205005,O,16,accuracy,0.81103515625,0.8134765625,0.045915316460910585,0.703125,0.91796875,128
205005,O,16,log_loss,0.4802724874257631,0.4780203103045556,0.03345208846223292,0.3992758646390873,0.5689567930653254,128
205005,O,16,w_norm,0.997526502400476,0.9969474388813234,0.09054748978605029,0.737449807498216,1.1801477149119135,128
205005,O,16,cos_true_rule,0.8214065809915405,0.8258440095112771,0.07196889184789389,0.6336471150043036,0.9487532929622914,128
205005,O,32,accuracy,0.8532867431640625,0.8603515625,0.039761672727575255,0.724609375,0.935546875,128
205005,O,32,log_loss,0.3935587997040313,0.38995339095791415,0.03581329419548901,0.3058629405660669,0.5359201623755268,128
205005,O,32,w_norm,1.4820113714221292,1.4797853511038395,0.08550882163712369,1.2858782471295729,1.682727062704878,128
205005,O,32,cos_true_rule,0.8915239047560081,0.8984957587547511,0.049030632651994664,0.6875752353121628,0.978499485819162,128
205005,O,64,accuracy,0.876495361328125,0.880859375,0.031854022336453645,0.79296875,0.939453125,128
205005,O,64,log_loss,0.32259474590874715,0.3153489041798487,0.035674538813903964,0.2526080219335741,0.42496008943798275,128
205005,O,64,w_norm,2.1473400627338863,2.149631161997785,0.08785320265557682,1.8578827387750052,2.341937114994744,128
205005,O,64,cos_true_rule,0.9226727946229372,0.9322522056045275,0.03635340471125048,0.8147467089118136,0.981643122081295,128
205005,P,0,accuracy,0.4959259033203125,0.501953125,0.20544836535613364,0.08984375,0.9296875,128
205005,P,0,log_loss,1.8718531060658428,1.8718640253362624,0.9197619027395713,0.1723407020475332,3.5833063837092602,128
205005,P,0,w_norm,4.277640579941698,4.28328999375398,0.11417552965673106,3.9136558722777965,4.610754822624226,128
205005,P,0,cos_true_rule,-0.011464076176885366,0.013870840807988739,0.5283868118713546,-0.9600520599999768,0.9788486085056401,128
205005,P,2,accuracy,0.5010986328125,0.5107421875,0.20484675116417342,0.08203125,0.927734375,128
205005,P,2,log_loss,1.8227017464576782,1.810916702945284,0.8920529688759926,0.17330180511415688,3.528297846144384,128
205005,P,2,w_norm,4.2270643804654195,4.239705954434829,0.14372923836959636,3.748114562587112,4.576930095439423,128
205005,P,2,cos_true_rule,0.002924581003727462,0.034592439549917996,0.5252390712500318,-0.9581602304151605,0.9793929379925318,128
205005,P,4,accuracy,0.508087158203125,0.517578125,0.20287303473375082,0.087890625,0.9296875,128
205005,P,4,log_loss,1.7692699432661212,1.769838318558602,0.8730799461499575,0.17304303641205482,3.511153219588669,128
205005,P,4,w_norm,4.164940176584938,4.179054379647853,0.1755138192382616,3.5396293658762104,4.507697672636772,128
205005,P,4,cos_true_rule,0.019130749869867555,0.04748946998934276,0.5252878893455517,-0.949167936787131,0.9795750549170853,128
205005,P,8,accuracy,0.518707275390625,0.5263671875,0.20041039938150293,0.111328125,0.92578125,128
205005,P,8,log_loss,1.6744195907161235,1.6513408498926965,0.8248509622403292,0.17180926444657355,3.300061351268926,128
205005,P,8,w_norm,4.073321298428093,4.11398208976059,0.2218242424771096,3.3923754615460697,4.513062359412813,128
205005,P,8,cos_true_rule,0.04953545460009037,0.08053573313928176,0.5219891631559476,-0.9287964430692385,0.9796469271541562,128
205005,P,16,accuracy,0.54229736328125,0.552734375,0.19420913891937924,0.103515625,0.927734375,128
205005,P,16,log_loss,1.4889681588185535,1.4708289830930499,0.7281987992350206,0.16771338858732304,2.9686870517702912,128
205005,P,16,w_norm,3.87988071742339,3.929324158220497,0.3289559580076557,2.964030853860973,4.534709048355844,128
205005,P,16,cos_true_rule,0.11084892418560846,0.1750526114774138,0.5098998698206325,-0.9129937016713255,0.981138020104275,128
205005,P,32,accuracy,0.5855865478515625,0.607421875,0.18048688022877613,0.15234375,0.927734375,128
205005,P,32,log_loss,1.1975662886088037,1.1510777277776594,0.5758219476193132,0.16614070401510284,2.5520668184671558,128
205005,P,32,w_norm,3.59773826405314,3.6887840351776475,0.5268936917534944,2.2728937931824413,4.582861108244286,128
205005,P,32,cos_true_rule,0.23184644224260803,0.32134878835599245,0.4757764501026754,-0.8761504916430164,0.9837476273834775,128
205005,P,64,accuracy,0.6661224365234375,0.681640625,0.1390974597907024,0.318359375,0.921875,128
205005,P,64,log_loss,0.8222648145822389,0.783816112034855,0.35809466268111084,0.17040809569067336,1.9177782152253722,128
205005,P,64,w_norm,3.3236146941557148,3.350424956293897,0.7418807633540719,1.1523238263056368,4.66895666028772,128
205005,P,64,cos_true_rule,0.46086483301418113,0.5318779210693838,0.3478276746194666,-0.4843240780222565,0.9822891554777862,128
205005,EPISODE,,E_train_accuracy,0.990966796875,1.0,0.011977828683628984,0.953125,1.0,128
205005,EPISODE,,E_test_accuracy,0.8970794677734375,0.8974609375,0.024709586625768727,0.8203125,0.955078125,128
205005,EPISODE,,E_test_log_loss,0.23742888856986116,0.2322346941732333,0.0415392678145683,0.15309453634500803,0.40417893284565065,128
205005,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205005,EPISODE,,signed_cos_E_Q,-0.006133547584221332,0.022043018818200324,0.545284402905498,-0.9960279756615958,0.9976225395464698,128
205005,EPISODE,,abs_cos_E_Q,0.43139273474054607,0.44414269689011554,0.3335760915758896,0.00783461384688944,0.9976225395464698,128
205005,EPISODE,,true_overlap,3.984375,4.0,0.12401959270615269,3.0,4.0,128
205005,EPISODE,,shuf_overlap,0.8984375,1.0,0.6712842606480134,0.0,3.0,128
205005,EPISODE,,wrong_overlap,0.0078125,0.0,0.08804240366863003,0.0,1.0,128
205005,EPISODE,,rand_overlap,0.953125,1.0,0.8087352684129708,0.0,3.0,128
205005,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205005,EPISODE,,exact_mask_recovery,0.984375,1.0,0.12401959270615269,0.0,1.0,128
205005,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205005,EPISODE,,transformed_minus_neutral_auc,0.08273196220397949,0.084808349609375,0.01923894769188654,0.025360107421875,0.12493896484375,128
205005,EPISODE,,oracle_minus_neutral_auc,0.08362269401550293,0.0851898193359375,0.017923047731937362,0.0364990234375,0.12493896484375,128
205006,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205006,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205006,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205006,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205006,T,2,accuracy,0.66314697265625,0.66015625,0.07279851685044145,0.490234375,0.83984375,128
205006,T,2,log_loss,0.6491030780003972,0.6481360232502545,0.023354564080647816,0.5871008542667582,0.7083416227362644,128
205006,T,2,w_norm,0.2899499458096596,0.2904587508314317,0.04580744442826492,0.17199764007262053,0.3828704407124049,128
205006,T,2,cos_true_rule,0.47417256947346575,0.49775054979686495,0.18802954774915717,0.018429513528814133,0.8797813171325867,128
205006,T,4,accuracy,0.7101593017578125,0.712890625,0.06536285168068841,0.5390625,0.861328125,128
205006,T,4,log_loss,0.6122003099611492,0.6074739525553028,0.030004785325634213,0.5536361347596999,0.7099789782281107,128
205006,T,4,w_norm,0.43714737373003243,0.4366150799095928,0.058975143032209514,0.30100209645517073,0.5805430138174176,128
205006,T,4,cos_true_rule,0.6008733661685435,0.6227102398837365,0.16171424646215748,0.16536389809962812,0.8919607461887334,128
205006,T,8,accuracy,0.7701416015625,0.7734375,0.05364195121372417,0.55859375,0.884765625,128
205006,T,8,log_loss,0.5499916081913729,0.5464128315493515,0.03250241071302881,0.4856143690671795,0.6852241066337154,128
205006,T,8,w_norm,0.6615667402973269,0.6632331978468677,0.06286814935463975,0.48330234708053527,0.841570347942009,128
205006,T,8,cos_true_rule,0.7413920293793257,0.7493898009416526,0.1091997423975617,0.27460797674202253,0.9392246851796177,128
205006,T,16,accuracy,0.8176727294921875,0.826171875,0.04758712874017335,0.623046875,0.927734375,128
205006,T,16,log_loss,0.47170006048605045,0.47096553968091254,0.037530584736969304,0.39917691177947123,0.6602165427260647,128
205006,T,16,w_norm,1.0139137693743545,1.0098661606270882,0.07642004584179814,0.7967275688331132,1.176989557364867,128
205006,T,16,cos_true_rule,0.8342211384447908,0.8568412928256176,0.08206094481036758,0.36369677194245537,0.9475972034119918,128
205006,T,32,accuracy,0.8541107177734375,0.85546875,0.03362815212676357,0.771484375,0.923828125,128
205006,T,32,log_loss,0.3899816071984915,0.387774882785235,0.030629249539942355,0.3211334636040517,0.478927578275294,128
205006,T,32,w_norm,1.4997837534569882,1.4999065504849827,0.07551050372344571,1.1942204360528021,1.6914337753946689,128
205006,T,32,cos_true_rule,0.8928887185502044,0.9030881470786912,0.042860664806156364,0.7551031787357132,0.9631297168992036,128
205006,T,64,accuracy,0.881439208984375,0.8828125,0.029312495200110002,0.78125,0.955078125,128
205006,T,64,log_loss,0.31757627362864743,0.31343905529085125,0.031693601589683394,0.24462445439932473,0.4488624192406775,128
205006,T,64,w_norm,2.156663662748271,2.1631639247293055,0.0892610562136453,1.8847122160930871,2.3434841223539116,128
205006,T,64,cos_true_rule,0.9282829489602771,0.9313546672088235,0.028182159126908937,0.8192427150491685,0.9794546021212649,128
205006,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205006,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205006,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205006,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205006,N,2,accuracy,0.5963287353515625,0.5927734375,0.05173473698467209,0.4765625,0.751953125,128
205006,N,2,log_loss,0.6707431659446961,0.6705344019488917,0.016720330591580675,0.6231299440001543,0.7110794980713826,128
205006,N,2,w_norm,0.2836457517395736,0.2858767520200798,0.038502827410814136,0.1648753048044436,0.37091328416369845,128
205006,N,2,cos_true_rule,0.28530250166292576,0.2816859556405696,0.1352389631115529,0.012801495937944506,0.6435863195463887,128
205006,N,4,accuracy,0.626739501953125,0.626953125,0.04906268999038648,0.501953125,0.76953125,128
205006,N,4,log_loss,0.6515301394995211,0.6499102700094977,0.02266869366204014,0.5983809322439819,0.726652170384661,128
205006,N,4,w_norm,0.41547855300073877,0.4198121820839087,0.0484782001412939,0.27806173483283714,0.5037319221790799,128
205006,N,4,cos_true_rule,0.38009485247856495,0.3907873644405545,0.1279285660028186,0.05804455532816836,0.7177197257377705,128
205006,N,8,accuracy,0.6756134033203125,0.67578125,0.05029120719935699,0.50390625,0.8125,128
205006,N,8,log_loss,0.6140796371206665,0.6108703364658181,0.028861717559353735,0.5524559824759492,0.7302846964174114,128
205006,N,8,w_norm,0.5859965025350509,0.5850286811147611,0.053398901818337306,0.4240149166559058,0.6950357495901475,128
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205006,R,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
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205006,O,4,log_loss,0.6122003099611492,0.6074739525553028,0.030004785325634213,0.5536361347596999,0.7099789782281107,128
205006,O,4,w_norm,0.43714737373003243,0.4366150799095928,0.058975143032209514,0.30100209645517073,0.5805430138174176,128
205006,O,4,cos_true_rule,0.6008733661685435,0.6227102398837365,0.16171424646215748,0.16536389809962812,0.8919607461887334,128
205006,O,8,accuracy,0.7701416015625,0.7734375,0.05364195121372417,0.55859375,0.884765625,128
205006,O,8,log_loss,0.5499916081913729,0.5464128315493515,0.03250241071302881,0.4856143690671795,0.6852241066337154,128
205006,O,8,w_norm,0.6615667402973269,0.6632331978468677,0.06286814935463975,0.48330234708053527,0.841570347942009,128
205006,O,8,cos_true_rule,0.7413920293793257,0.7493898009416526,0.1091997423975617,0.27460797674202253,0.9392246851796177,128
205006,O,16,accuracy,0.8176727294921875,0.826171875,0.04758712874017335,0.623046875,0.927734375,128
205006,O,16,log_loss,0.47170006048605045,0.47096553968091254,0.037530584736969304,0.39917691177947123,0.6602165427260647,128
205006,O,16,w_norm,1.0139137693743545,1.0098661606270882,0.07642004584179814,0.7967275688331132,1.176989557364867,128
205006,O,16,cos_true_rule,0.8342211384447908,0.8568412928256176,0.08206094481036758,0.36369677194245537,0.9475972034119918,128
205006,O,32,accuracy,0.8541107177734375,0.85546875,0.03362815212676357,0.771484375,0.923828125,128
205006,O,32,log_loss,0.3899816071984915,0.387774882785235,0.030629249539942355,0.3211334636040517,0.478927578275294,128
205006,O,32,w_norm,1.4997837534569882,1.4999065504849827,0.07551050372344571,1.1942204360528021,1.6914337753946689,128
205006,O,32,cos_true_rule,0.8928887185502044,0.9030881470786912,0.042860664806156364,0.7551031787357132,0.9631297168992036,128
205006,O,64,accuracy,0.881439208984375,0.8828125,0.029312495200110002,0.78125,0.955078125,128
205006,O,64,log_loss,0.31757627362864743,0.31343905529085125,0.031693601589683394,0.24462445439932473,0.4488624192406775,128
205006,O,64,w_norm,2.156663662748271,2.1631639247293055,0.0892610562136453,1.8847122160930871,2.3434841223539116,128
205006,O,64,cos_true_rule,0.9282829489602771,0.9313546672088235,0.028182159126908937,0.8192427150491685,0.9794546021212649,128
205006,P,0,accuracy,0.507598876953125,0.505859375,0.18269064899550197,0.064453125,0.919921875,128
205006,P,0,log_loss,1.8238289999550132,1.8407487486855862,0.8265138293262382,0.21000410116526372,3.5303934308021483,128
205006,P,0,w_norm,4.271102945982686,4.267954547432408,0.12020994788361732,3.9804637154456937,4.540321071353207,128
205006,P,0,cos_true_rule,0.017439581442269404,0.0007672547282067213,0.4769737573278216,-0.975491323812158,0.9682297166469848,128
205006,P,2,accuracy,0.513397216796875,0.501953125,0.18047586639624755,0.05859375,0.919921875,128
205006,P,2,log_loss,1.7623624338103583,1.779861375285017,0.7946261667634227,0.20976768350308084,3.4254197792524472,128
205006,P,2,w_norm,4.201193609281414,4.220512271918945,0.1505248444713961,3.873325975005796,4.54049400823288,128
205006,P,2,cos_true_rule,0.034519597801521106,0.011907595131624503,0.47418257128831814,-0.9689939299427854,0.9683153519911342,128
205006,P,4,accuracy,0.5189208984375,0.5068359375,0.18053514159374381,0.060546875,0.91796875,128
205006,P,4,log_loss,1.708827291045621,1.7609516889286858,0.7708841044993289,0.20734111883865486,3.412742542691327,128
205006,P,4,w_norm,4.143247998807102,4.161199248527048,0.17809527666716052,3.762239932198138,4.449875837418088,128
205006,P,4,cos_true_rule,0.05096516700165992,0.035693155732200596,0.471700738499842,-0.9559260434069314,0.9695290145978636,128
205006,P,8,accuracy,0.53289794921875,0.525390625,0.17595230892254002,0.08984375,0.91796875,128
205006,P,8,log_loss,1.604569978128465,1.649235815158021,0.7222152858641544,0.2081097859732197,3.322795307405128,128
205006,P,8,w_norm,4.028955177525437,4.038198488183958,0.23185144758036003,3.401836988667854,4.457153480003372,128
205006,P,8,cos_true_rule,0.08487364649786612,0.07613129771327451,0.46374088551137693,-0.9364956989807349,0.9690805324275894,128
205006,P,16,accuracy,0.5546112060546875,0.55078125,0.16970485154963827,0.12890625,0.927734375,128
205006,P,16,log_loss,1.427876481683468,1.4130069180518754,0.6293171479196684,0.1968162659697383,2.8087038899761074,128
205006,P,16,w_norm,3.851894132000097,3.8723452786110686,0.3498108979614666,2.7606571583368558,4.477643105709574,128
205006,P,16,cos_true_rule,0.1510846334975288,0.1581738881434398,0.4458910319490303,-0.9194949690500707,0.9687847157622201,128
205006,P,32,accuracy,0.6005401611328125,0.595703125,0.15298989327008908,0.15625,0.921875,128
205006,P,32,log_loss,1.148202300191059,1.1551863000540235,0.4938150521772442,0.19188107194926152,2.3299804301277605,128
205006,P,32,w_norm,3.5959117936117524,3.6920177712122886,0.516570199405053,2.0444485952753966,4.510969287304636,128
205006,P,32,cos_true_rule,0.27857540223880956,0.31010287442320494,0.4017521616252772,-0.8404289126602749,0.9703268291530718,128
205006,P,64,accuracy,0.681793212890625,0.6767578125,0.11735563534840132,0.3125,0.935546875,128
205006,P,64,log_loss,0.7997993412457125,0.7952312589146445,0.31729144684935146,0.18436212305218563,1.522586808357067,128
205006,P,64,w_norm,3.383431961120494,3.4757723520568775,0.7034466484770171,1.2736191822637069,4.616973568274003,128
205006,P,64,cos_true_rule,0.5022681541730463,0.5233617705263974,0.28447978891893594,-0.4996223333308277,0.9779725399960078,128
205006,EPISODE,,E_train_accuracy,0.9903564453125,1.0,0.012059039434828932,0.9375,1.0,128
205006,EPISODE,,E_test_accuracy,0.89935302734375,0.900390625,0.02517010218547649,0.810546875,0.95703125,128
205006,EPISODE,,E_test_log_loss,0.2330647281218112,0.22610671724020934,0.04211142201233697,0.15981905834082055,0.410050467782742,128
205006,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205006,EPISODE,,signed_cos_E_Q,0.025128817767718387,0.0032388923655670703,0.4964629457829287,-0.997642610180797,0.9995005762805715,128
205006,EPISODE,,abs_cos_E_Q,0.3959174125237799,0.4313270604557834,0.3005932741734943,0.005146799412318382,0.9995005762805715,128
205006,EPISODE,,true_overlap,4.0,4.0,0.0,4.0,4.0,128
205006,EPISODE,,shuf_overlap,0.9921875,1.0,0.8148628503274339,0.0,3.0,128
205006,EPISODE,,wrong_overlap,0.0078125,0.0,0.08804240366863003,0.0,1.0,128
205006,EPISODE,,rand_overlap,1.1953125,1.0,0.7609471251957983,0.0,3.0,128
205006,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205006,EPISODE,,exact_mask_recovery,1.0,1.0,0.0,1.0,1.0,128
205006,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205006,EPISODE,,transformed_minus_neutral_auc,0.08096814155578613,0.0806427001953125,0.016290203529383068,0.037689208984375,0.1148681640625,128
205006,EPISODE,,oracle_minus_neutral_auc,0.08096814155578613,0.0806427001953125,0.016290203529383068,0.037689208984375,0.1148681640625,128
205007,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205007,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205007,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205007,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205007,T,2,accuracy,0.6613616943359375,0.6611328125,0.0743267362310295,0.48828125,0.84765625,128
205007,T,2,log_loss,0.6489234798943051,0.6499425446193186,0.024549600694258628,0.5746596025829952,0.6996755875680974,128
205007,T,2,w_norm,0.28800596575795495,0.29241180655180976,0.05047612002806176,0.1558499839845037,0.3936121369731551,128
205007,T,2,cos_true_rule,0.4729271014318517,0.4745315899753089,0.1872994722465274,0.08773776258506347,0.8629419708083241,128
205007,T,4,accuracy,0.711517333984375,0.712890625,0.07254525160796074,0.5546875,0.8828125,128
205007,T,4,log_loss,0.6122847010713509,0.6074952944003065,0.03188327596717027,0.5345029032744306,0.6817854940119847,128
205007,T,4,w_norm,0.4319114249529667,0.4320278039256827,0.05700799758549345,0.2525536756063448,0.5625238106161732,128
205007,T,4,cos_true_rule,0.5986023960681894,0.6156311037078106,0.1635484228392991,0.23628570777331254,0.9275666794822931,128
205007,T,8,accuracy,0.76666259765625,0.7744140625,0.06057883003893132,0.611328125,0.892578125,128
205007,T,8,log_loss,0.5532248110884201,0.5520667314883244,0.03604560101809905,0.48449003733751494,0.6405309537493203,128
205007,T,8,w_norm,0.6570564462696299,0.6706456121875728,0.07407740927967545,0.4066734660582152,0.8363243388167074,128
205007,T,8,cos_true_rule,0.7331817619429077,0.752919446005639,0.12162916934711902,0.4160830555615525,0.9418358928047619,128
205007,T,16,accuracy,0.8102874755859375,0.8125,0.04667964350726237,0.658203125,0.912109375,128
205007,T,16,log_loss,0.47880007694251414,0.47534205148796765,0.03551028444234062,0.4129146250565199,0.6012587576421158,128
205007,T,16,w_norm,0.9977358815666781,1.0030876120515333,0.07446774077061287,0.7190848966855483,1.128674201520019,128
205007,T,16,cos_true_rule,0.8236914114978764,0.8307310093754995,0.07378859289179962,0.5167817558814094,0.9552809759233116,128
205007,T,32,accuracy,0.8543701171875,0.8603515625,0.03540438925423331,0.736328125,0.919921875,128
205007,T,32,log_loss,0.3926361736812457,0.38509507534681975,0.033915810319069456,0.33765438705337825,0.506302320224812,128
205007,T,32,w_norm,1.4897345040932293,1.4997980060192293,0.08511196787307464,1.217559183045826,1.69275562639793,128
205007,T,32,cos_true_rule,0.8927393738250631,0.9050848269278773,0.04796334732426967,0.7377993814950189,0.9680187712242304,128
205007,T,64,accuracy,0.8795928955078125,0.87890625,0.027470528940732777,0.802734375,0.935546875,128
205007,T,64,log_loss,0.32120320674852015,0.3141576407411498,0.031101157700398882,0.2595888679496326,0.41439036850106586,128
205007,T,64,w_norm,2.141055070088393,2.1478943982767222,0.10790787077779934,1.6289889806277549,2.3768743776790853,128
205007,T,64,cos_true_rule,0.9262904888760846,0.9304236473843518,0.028373753901116308,0.8299520132759799,0.9782876592743022,128
205007,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205007,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205007,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205007,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205007,N,2,accuracy,0.5914764404296875,0.5869140625,0.047840211942870414,0.498046875,0.791015625,128
205007,N,2,log_loss,0.6708027268166329,0.6711647393816427,0.016162465885056466,0.6187645626674791,0.7111783238965194,128
205007,N,2,w_norm,0.2821441077022015,0.28167673451923764,0.035885175712551017,0.18067584586337118,0.363666781053798,128
205007,N,2,cos_true_rule,0.28475162484930017,0.28279062274039035,0.1311554675488985,0.03879609691588409,0.7344381478464188,128
205007,N,4,accuracy,0.6268463134765625,0.6259765625,0.049213753457992525,0.52734375,0.755859375,128
205007,N,4,log_loss,0.6511485720165393,0.6522244131681854,0.02161371870935407,0.5977306202507084,0.6976480428844106,128
205007,N,4,w_norm,0.40370561139686034,0.3999313470245689,0.040401338753053975,0.3136402859932895,0.5069618317744331,128
205007,N,4,cos_true_rule,0.3824088632623891,0.38126209476370165,0.1272222756244157,0.14174375857475002,0.7580269946537115,128
205007,N,8,accuracy,0.6753997802734375,0.673828125,0.04755421869022742,0.56640625,0.78515625,128
205007,N,8,log_loss,0.6152132638408994,0.612273677524922,0.027735827239025835,0.5572132990406269,0.6802591655203385,128
205007,N,8,w_norm,0.5754144340302296,0.5808342951655292,0.05557080670693121,0.4129437018623321,0.6972593391844624,128
205007,N,8,cos_true_rule,0.5171122858624693,0.5194871454234944,0.11482356492883239,0.2382210536730951,0.787496936155541,128
205007,N,16,accuracy,0.71875,0.720703125,0.044465776463357275,0.609375,0.83203125,128
205007,N,16,log_loss,0.5654810330767227,0.5626835027368625,0.034292117854635866,0.48950960674727295,0.6639401228209152,128
205007,N,16,w_norm,0.8331663598071317,0.8415360660735454,0.05140291754652013,0.7110245752946959,0.9456264973624561,128
205007,N,16,cos_true_rule,0.6308626837104399,0.6421970289005032,0.09862960403542463,0.3669130336902495,0.8400205802079012,128
205007,N,32,accuracy,0.77166748046875,0.7763671875,0.03843058632491467,0.681640625,0.865234375,128
205007,N,32,log_loss,0.4929220976989806,0.48531132460121457,0.03668088121093383,0.41926391393087314,0.6030605752424936,128
205007,N,32,w_norm,1.19238644409515,1.1970320496102427,0.06154427715510567,1.0333584753357388,1.3109884277374932,128
205007,N,32,cos_true_rule,0.7482926504654637,0.755542262587254,0.07343457394354441,0.49222040369787473,0.9027383178208976,128
205007,N,64,accuracy,0.807464599609375,0.810546875,0.03251162080521997,0.716796875,0.873046875,128
205007,N,64,log_loss,0.42623465568427193,0.4254012696938202,0.03970040634942805,0.3430581596120903,0.5706104950740459,128
205007,N,64,w_norm,1.703931776181057,1.7084294342819195,0.07109622464424406,1.4914724307262763,1.8606208387253282,128
205007,N,64,cos_true_rule,0.8194528903503874,0.826952206326779,0.05314407241967009,0.603830731947622,0.9215595570744993,128
205007,0,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205007,0,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205007,0,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205007,0,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205007,0,2,accuracy,0.5914764404296875,0.5869140625,0.047840211942870414,0.498046875,0.791015625,128
205007,0,2,log_loss,0.6708027268166329,0.6711647393816427,0.016162465885056466,0.6187645626674791,0.7111783238965194,128
205007,0,2,w_norm,0.2821441077022015,0.28167673451923764,0.035885175712551017,0.18067584586337118,0.363666781053798,128
205007,0,2,cos_true_rule,0.28475162484930017,0.28279062274039035,0.1311554675488985,0.03879609691588409,0.7344381478464188,128
205007,0,4,accuracy,0.6268463134765625,0.6259765625,0.049213753457992525,0.52734375,0.755859375,128
205007,0,4,log_loss,0.6511485720165393,0.6522244131681854,0.02161371870935407,0.5977306202507084,0.6976480428844106,128
205007,0,4,w_norm,0.40370561139686034,0.3999313470245689,0.040401338753053975,0.3136402859932895,0.5069618317744331,128
205007,0,4,cos_true_rule,0.3824088632623891,0.38126209476370165,0.1272222756244157,0.14174375857475002,0.7580269946537115,128
205007,0,8,accuracy,0.6753997802734375,0.673828125,0.04755421869022742,0.56640625,0.78515625,128
205007,0,8,log_loss,0.6152132638408994,0.612273677524922,0.027735827239025835,0.5572132990406269,0.6802591655203385,128
205007,0,8,w_norm,0.5754144340302296,0.5808342951655292,0.05557080670693121,0.4129437018623321,0.6972593391844624,128
205007,0,8,cos_true_rule,0.5171122858624693,0.5194871454234944,0.11482356492883239,0.2382210536730951,0.787496936155541,128
205007,0,16,accuracy,0.71875,0.720703125,0.044465776463357275,0.609375,0.83203125,128
205007,0,16,log_loss,0.5654810330767227,0.5626835027368625,0.034292117854635866,0.48950960674727295,0.6639401228209152,128
205007,0,16,w_norm,0.8331663598071317,0.8415360660735454,0.05140291754652013,0.7110245752946959,0.9456264973624561,128
205007,0,16,cos_true_rule,0.6308626837104399,0.6421970289005032,0.09862960403542463,0.3669130336902495,0.8400205802079012,128
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205007,P,8,log_loss,1.674046931873931,1.7004203538310652,0.6955587482928256,0.19147973640639454,3.216196559553602,128
205007,P,8,w_norm,4.042518219706491,4.037466177102411,0.20067979991503343,3.523507337273041,4.484647808424979,128
205007,P,8,cos_true_rule,0.04009286644513127,0.04797355844840848,0.45142225201580893,-0.9201887694045493,0.963491448869859,128
205007,P,16,accuracy,0.541259765625,0.55078125,0.16182251333385533,0.138671875,0.919921875,128
205007,P,16,log_loss,1.4845082242860368,1.4814132152288362,0.6097087944569729,0.187308040357009,2.8449072673696714,128
205007,P,16,w_norm,3.845824138924641,3.846398974615245,0.29984910689951866,2.7219219728151574,4.463963387546512,128
205007,P,16,cos_true_rule,0.10771827402277774,0.13468972197149498,0.43930381492494136,-0.9312924777610052,0.9647001057749159,128
205007,P,32,accuracy,0.5860748291015625,0.5830078125,0.1467496750375031,0.189453125,0.93359375,128
205007,P,32,log_loss,1.2010140577807888,1.263459444527827,0.46681518676731537,0.17576364215657497,2.20471960662924,128
205007,P,32,w_norm,3.590901198382123,3.6377584000032543,0.4717832210487436,1.6601689238927402,4.472973528256978,128
205007,P,32,cos_true_rule,0.23736360348360708,0.2591258600617818,0.3941713930356885,-0.7828236697286933,0.9693815016505648,128
205007,P,64,accuracy,0.6707000732421875,0.6611328125,0.1124702466836385,0.330078125,0.939453125,128
205007,P,64,log_loss,0.8244065794531592,0.8151213031303913,0.30784582275766714,0.16078921107296978,1.479253509558258,128
205007,P,64,w_norm,3.341825116996181,3.386685341954292,0.6504580280740714,1.2634131558096204,4.594437717573277,128
205007,P,64,cos_true_rule,0.48093800923792945,0.5007637790815845,0.28167939701445754,-0.4675218055022761,0.9714648802106831,128
205007,EPISODE,,E_train_accuracy,0.9884033203125,0.984375,0.013706164276369863,0.9375,1.0,128
205007,EPISODE,,E_test_accuracy,0.8934326171875,0.896484375,0.029135450051954226,0.80078125,0.947265625,128
205007,EPISODE,,E_test_log_loss,0.24330014853870938,0.23156155644004217,0.05013784819788807,0.16790286426165218,0.44207786301641394,128
205007,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205007,EPISODE,,signed_cos_E_Q,-0.027779597396653484,-0.019078264314642046,0.4834051736806126,-0.9968222866227674,0.9988903226151001,128
205007,EPISODE,,abs_cos_E_Q,0.38920418815839597,0.4316359291080807,0.28804924560336426,0.003060819929614961,0.9988903226151001,128
205007,EPISODE,,true_overlap,3.96875,4.0,0.17399263633843817,3.0,4.0,128
205007,EPISODE,,shuf_overlap,1.1328125,1.0,0.7942281409291351,0.0,3.0,128
205007,EPISODE,,wrong_overlap,0.0,0.0,0.0,0.0,0.0,128
205007,EPISODE,,rand_overlap,0.96875,1.0,0.8094896154367887,0.0,3.0,128
205007,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205007,EPISODE,,exact_mask_recovery,0.96875,1.0,0.17399263633843817,0.0,1.0,128
205007,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205007,EPISODE,,transformed_minus_neutral_auc,0.0809175968170166,0.0831451416015625,0.02188514761087016,0.020965576171875,0.12274169921875,128
205007,EPISODE,,oracle_minus_neutral_auc,0.08245086669921875,0.0841064453125,0.019869537960506466,0.036407470703125,0.12274169921875,128
205008,T,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,T,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,T,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,T,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,T,2,accuracy,0.67095947265625,0.669921875,0.07720517836378005,0.51171875,0.83203125,128
205008,T,2,log_loss,0.6465630437605537,0.6460507987683729,0.024864679819195556,0.5816393884313682,0.6931809898221126,128
205008,T,2,w_norm,0.2844002291837635,0.28288785479651707,0.05163529395631386,0.14417497481635125,0.38760901919418084,128
205008,T,2,cos_true_rule,0.49572634943349436,0.5025459132893171,0.19449706624438148,0.07877106676498846,0.8787630225280821,128
205008,T,4,accuracy,0.7105712890625,0.7109375,0.06632800260606668,0.54296875,0.841796875,128
205008,T,4,log_loss,0.6112276930986535,0.6119864973735414,0.029378146113631487,0.5449378105343621,0.6918871975389272,128
205008,T,4,w_norm,0.43198903068266925,0.4360860205325372,0.05468746039703227,0.2953939478527695,0.5394809107055911,128
205008,T,4,cos_true_rule,0.6037550153995774,0.6108674864892789,0.15277447436339006,0.15659531173995303,0.8999886817195952,128
205008,T,8,accuracy,0.761016845703125,0.765625,0.05309805151492622,0.638671875,0.87109375,128
205008,T,8,log_loss,0.5548595709158765,0.5536805301855705,0.03296848531865697,0.4839972753275205,0.6343180859820973,128
205008,T,8,w_norm,0.6606009932193625,0.6655013488404273,0.07092326827457776,0.4677372560585238,0.804679468009986,128
205008,T,8,cos_true_rule,0.7192177788444111,0.7343002897136972,0.10950712288929226,0.44353377913758446,0.925893764392706,128
205008,T,16,accuracy,0.80975341796875,0.8134765625,0.044005924386834046,0.68359375,0.91015625,128
205008,T,16,log_loss,0.47757997433582333,0.4750956141253552,0.033521272059058804,0.39147804987705287,0.5838251372959982,128
205008,T,16,w_norm,1.000487738710866,0.9992773006907194,0.08172387985338571,0.804942976283808,1.1616454605803965,128
205008,T,16,cos_true_rule,0.8212163372047094,0.8344029682571646,0.07474376725516427,0.5672394004316166,0.9576088405503522,128
205008,T,32,accuracy,0.8495635986328125,0.8544921875,0.03760595044387939,0.7421875,0.931640625,128
205008,T,32,log_loss,0.3964210370243845,0.39143595963222105,0.03388557872784945,0.32044233132530786,0.48491453863614975,128
205008,T,32,w_norm,1.4835862705138911,1.4904583860563063,0.09102772865899188,1.2345434750317543,1.6557457343177846,128
205008,T,32,cos_true_rule,0.8834243011311771,0.8907075226535195,0.049293844552073314,0.7384840870686595,0.9704032560153953,128
205008,T,64,accuracy,0.87615966796875,0.8759765625,0.02824595984120017,0.810546875,0.962890625,128
205008,T,64,log_loss,0.32264571288946303,0.3180954012451337,0.030822315559632645,0.2452049480396507,0.41726255959279257,128
205008,T,64,w_norm,2.1384689479267394,2.1423692851355955,0.09415186892459664,1.7955524971042127,2.3296090489461427,128
205008,T,64,cos_true_rule,0.9194031160518434,0.922867944354328,0.03283378737467318,0.8076351205587985,0.9874171345796899,128
205008,N,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,N,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,N,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,N,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,N,2,accuracy,0.599090576171875,0.59765625,0.052862215498025396,0.5,0.740234375,128
205008,N,2,log_loss,0.6694662000029965,0.6701762470561585,0.01715977872855988,0.6187071067515273,0.7064750476436763,128
205008,N,2,w_norm,0.27950923949824424,0.27742426817711635,0.044436696683598426,0.15752315962313962,0.37503913101722286,128
205008,N,2,cos_true_rule,0.29792592372084375,0.2671900337901832,0.14369700864831708,0.039301274029185165,0.6976575646749577,128
205008,N,4,accuracy,0.6307830810546875,0.62109375,0.05105657172356199,0.515625,0.759765625,128
205008,N,4,log_loss,0.6508017659689089,0.6534262394398408,0.02284344050986156,0.5845560780972701,0.6981729144448032,128
205008,N,4,w_norm,0.40196062593305104,0.4013103160660924,0.04782486639222025,0.2608963003510691,0.5117809645825878,128
205008,N,4,cos_true_rule,0.3889974698689944,0.3652991327905635,0.1390686902807008,0.07585610348503043,0.7394069786423229,128
205008,N,8,accuracy,0.6708526611328125,0.666015625,0.04700513250383581,0.537109375,0.775390625,128
205008,N,8,log_loss,0.617369679281462,0.6174452977751499,0.028845849603420563,0.5490273745996955,0.6955498577182733,128
205008,N,8,w_norm,0.5760159941569376,0.5824160983924591,0.05709649747417816,0.4397374880943889,0.6938938233406493,128
205008,N,8,cos_true_rule,0.5039185478608957,0.5031041474879097,0.11430500588102156,0.2724031114399482,0.7659856636620089,128
205008,N,16,accuracy,0.7185211181640625,0.7255859375,0.04313393562024435,0.61328125,0.849609375,128
205008,N,16,log_loss,0.5643545469899746,0.5622281944614602,0.03159945029248028,0.4682402035062876,0.6477633657797743,128
205008,N,16,w_norm,0.8287141209778733,0.837857844934788,0.06376504251105372,0.62074329684619,0.9564244302811802,128
205008,N,16,cos_true_rule,0.6284799131959898,0.6423725707473861,0.09186398124961304,0.36349707676852333,0.8710948944472311,128
205008,N,32,accuracy,0.763214111328125,0.759765625,0.040667910563275525,0.67578125,0.86328125,128
205008,N,32,log_loss,0.49833615004473675,0.4980896347201154,0.03776332324022098,0.39276341099198403,0.5782580970371936,128
205008,N,32,w_norm,1.1940188600654928,1.2109284740728754,0.07033941392898967,0.9822262165409296,1.3107458236925924,128
205008,N,32,cos_true_rule,0.7315179991966183,0.727634870827494,0.0708208545002608,0.559043602356305,0.922687382624552,128
205008,N,64,accuracy,0.80572509765625,0.806640625,0.03173258803730245,0.720703125,0.91015625,128
205008,N,64,log_loss,0.42706445287731565,0.42440831487976327,0.03734056799834076,0.3234411444636836,0.5171153228964822,128
205008,N,64,w_norm,1.6976663252689268,1.6994156766825046,0.07115959213826033,1.4508969572921495,1.8281907738513363,128
205008,N,64,cos_true_rule,0.809572726696494,0.8164984438989179,0.053773153903826976,0.6657030228050432,0.9426672071186757,128
205008,0,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,0,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,0,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,0,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,0,2,accuracy,0.599090576171875,0.59765625,0.052862215498025396,0.5,0.740234375,128
205008,0,2,log_loss,0.6694662000029965,0.6701762470561585,0.01715977872855988,0.6187071067515273,0.7064750476436763,128
205008,0,2,w_norm,0.27950923949824424,0.27742426817711635,0.044436696683598426,0.15752315962313962,0.37503913101722286,128
205008,0,2,cos_true_rule,0.29792592372084375,0.2671900337901832,0.14369700864831708,0.039301274029185165,0.6976575646749577,128
205008,0,4,accuracy,0.6307830810546875,0.62109375,0.05105657172356199,0.515625,0.759765625,128
205008,0,4,log_loss,0.6508017659689089,0.6534262394398408,0.02284344050986156,0.5845560780972701,0.6981729144448032,128
205008,0,4,w_norm,0.40196062593305104,0.4013103160660924,0.04782486639222025,0.2608963003510691,0.5117809645825878,128
205008,0,4,cos_true_rule,0.3889974698689944,0.3652991327905635,0.1390686902807008,0.07585610348503043,0.7394069786423229,128
205008,0,8,accuracy,0.6708526611328125,0.666015625,0.04700513250383581,0.537109375,0.775390625,128
205008,0,8,log_loss,0.617369679281462,0.6174452977751499,0.028845849603420563,0.5490273745996955,0.6955498577182733,128
205008,0,8,w_norm,0.5760159941569376,0.5824160983924591,0.05709649747417816,0.4397374880943889,0.6938938233406493,128
205008,0,8,cos_true_rule,0.5039185478608957,0.5031041474879097,0.11430500588102156,0.2724031114399482,0.7659856636620089,128
205008,0,16,accuracy,0.7185211181640625,0.7255859375,0.04313393562024435,0.61328125,0.849609375,128
205008,0,16,log_loss,0.5643545469899746,0.5622281944614602,0.03159945029248028,0.4682402035062876,0.6477633657797743,128
205008,0,16,w_norm,0.8287141209778733,0.837857844934788,0.06376504251105372,0.62074329684619,0.9564244302811802,128
205008,0,16,cos_true_rule,0.6284799131959898,0.6423725707473861,0.09186398124961304,0.36349707676852333,0.8710948944472311,128
205008,0,32,accuracy,0.763214111328125,0.759765625,0.040667910563275525,0.67578125,0.86328125,128
205008,0,32,log_loss,0.49833615004473675,0.4980896347201154,0.03776332324022098,0.39276341099198403,0.5782580970371936,128
205008,0,32,w_norm,1.1940188600654928,1.2109284740728754,0.07033941392898967,0.9822262165409296,1.3107458236925924,128
205008,0,32,cos_true_rule,0.7315179991966183,0.727634870827494,0.0708208545002608,0.559043602356305,0.922687382624552,128
205008,0,64,accuracy,0.80572509765625,0.806640625,0.03173258803730245,0.720703125,0.91015625,128
205008,0,64,log_loss,0.42706445287731565,0.42440831487976327,0.03734056799834076,0.3234411444636836,0.5171153228964822,128
205008,0,64,w_norm,1.6976663252689268,1.6994156766825046,0.07115959213826033,1.4508969572921495,1.8281907738513363,128
205008,0,64,cos_true_rule,0.809572726696494,0.8164984438989179,0.053773153903826976,0.6657030228050432,0.9426672071186757,128
205008,S,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,S,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,S,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,S,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,S,2,accuracy,0.5870513916015625,0.580078125,0.05820574842531506,0.478515625,0.7421875,128
205008,S,2,log_loss,0.6733787095682112,0.6762118534665151,0.019749721187990905,0.6257583368456069,0.7105146194095663,128
205008,S,2,w_norm,0.2749987542172906,0.27871215581805053,0.058771445565626426,0.11872592302321414,0.4239140032605131,128
205008,S,2,cos_true_rule,0.2688652733349788,0.24203295236656674,0.16285273545648368,-0.0538929428577169,0.6901156319391679,128
205008,S,4,accuracy,0.6151580810546875,0.6123046875,0.059150291843971074,0.494140625,0.798828125,128
205008,S,4,log_loss,0.6580892987285432,0.6601496971977223,0.02683308820163453,0.5854726512449329,0.7150615251361512,128
205008,S,4,w_norm,0.3922240651978967,0.38199302648816724,0.07095631617301207,0.2338329310754783,0.5754967937910854,128
205008,S,4,cos_true_rule,0.34984669254228606,0.3427979562247267,0.16151192541492343,0.004847908476564466,0.7786583226498818,128
205008,S,8,accuracy,0.6543121337890625,0.646484375,0.058796593114054024,0.51171875,0.787109375,128
205008,S,8,log_loss,0.6296882651948567,0.6335486319473826,0.034649196869221084,0.5483094112886204,0.7101359414961044,128
205008,S,8,w_norm,0.5590400583829903,0.5657180530199215,0.09915396405847948,0.27061592557932085,0.768195593504388,128
205008,S,8,cos_true_rule,0.4577451758881717,0.44773606801223226,0.14211249645374088,0.18061941643916152,0.7714558649158653,128
205008,S,16,accuracy,0.70196533203125,0.69921875,0.05118368318321824,0.56640625,0.8125,128
205008,S,16,log_loss,0.5829932402358793,0.5884772052375271,0.04165696772159972,0.48964113357236927,0.6843632686121839,128
205008,S,16,w_norm,0.7841939015647804,0.7771969561667598,0.12466399569579917,0.4787176543903901,1.0927462332611488,128
205008,S,16,cos_true_rule,0.5810883075940414,0.5889941430612018,0.12367338230481506,0.2223657571980487,0.8514961362629319,128
205008,S,32,accuracy,0.7445220947265625,0.74609375,0.050145235482536715,0.619140625,0.8671875,128
205008,S,32,log_loss,0.5248119940456404,0.5154258813485317,0.05306723886648372,0.3866453484467279,0.6612315967907991,128
205008,S,32,w_norm,1.1178060281471387,1.1162233323753643,0.16271715673164994,0.7372988662706976,1.5411278826610142,128
205008,S,32,cos_true_rule,0.6838010051160449,0.6995114752396226,0.10795677583208638,0.4006473983471563,0.8722378519629975,128
205008,S,64,accuracy,0.78936767578125,0.787109375,0.040319761391110605,0.671875,0.88671875,128
205008,S,64,log_loss,0.4548431272860114,0.45578401252974277,0.053461401271708564,0.3212525146638839,0.6478970408040188,128
205008,S,64,w_norm,1.5701341195119494,1.533648854230139,0.20461637887031045,1.1221415664010146,2.119512893467229,128
205008,S,64,cos_true_rule,0.7753133585908545,0.780088021392995,0.08095945212109662,0.4628054945273432,0.9234582155644993,128
205008,W,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,W,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,W,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,W,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,W,2,accuracy,0.5627593994140625,0.55859375,0.03858145814879185,0.48046875,0.662109375,128
205008,W,2,log_loss,0.6819516460569314,0.6822326634226552,0.01296442777803607,0.6356069381686105,0.7106673289193024,128
205008,W,2,w_norm,0.27718119237891103,0.2728605648861494,0.056068555516910805,0.1382837694071936,0.40620716074656277,128
205008,W,2,cos_true_rule,0.19375274334811332,0.17013741714568276,0.10719151438024178,0.023496502980898802,0.537023427149782,128
205008,W,4,accuracy,0.58612060546875,0.58203125,0.04374441213345117,0.494140625,0.728515625,128
205008,W,4,log_loss,0.6727629238696915,0.672940732078981,0.019257727951947315,0.6121831232661838,0.7154224638816575,128
205008,W,4,w_norm,0.3890178646176178,0.4006071754264462,0.07481049319766203,0.20358109985955236,0.5360796514241598,128
205008,W,4,cos_true_rule,0.26477389519518824,0.2515847838235875,0.12079839350838587,0.04505324590007627,0.6025781899456114,128
205008,W,8,accuracy,0.61798095703125,0.6162109375,0.04166904581747965,0.525390625,0.734375,128
205008,W,8,log_loss,0.653404528025401,0.6521270366616009,0.02519776697277399,0.5797940988722456,0.7304737503433341,128
205008,W,8,w_norm,0.531934889240864,0.5338061672138695,0.08371121691207437,0.32624144700235386,0.7653738987261302,128
205008,W,8,cos_true_rule,0.3551024047952407,0.3374286452126793,0.10397277769585658,0.15102200693413473,0.7015072686179005,128
205008,W,16,accuracy,0.65948486328125,0.654296875,0.04308472501098364,0.568359375,0.830078125,128
205008,W,16,log_loss,0.6206213572789654,0.6208528925648567,0.03023425914087269,0.5187677599586241,0.6940576883971337,128
205008,W,16,w_norm,0.7387642068139069,0.7385642873247678,0.1026465753126178,0.45056473334090413,0.9695153849398068,128
205008,W,16,cos_true_rule,0.4708022225929379,0.4689880918748083,0.1078241120601134,0.22447646007256702,0.8170707210975534,128
205008,W,32,accuracy,0.7060089111328125,0.7080078125,0.044283747834610095,0.607421875,0.833984375,128
205008,W,32,log_loss,0.5692099356881807,0.5644180511068417,0.04023599066779417,0.44761080592355384,0.6820171520905107,128
205008,W,32,w_norm,1.0197187698605839,1.0160043739721576,0.1122765350456296,0.7172629688820388,1.2875206194067328,128
205008,W,32,cos_true_rule,0.5941631584037073,0.5948524056614026,0.09223950976344857,0.3721253416584783,0.8862656342738144,128
205008,W,64,accuracy,0.756072998046875,0.755859375,0.03949213978795642,0.673828125,0.849609375,128
205008,W,64,log_loss,0.5012758601811664,0.4977401217452115,0.04445310812780004,0.39115085145037976,0.6207903805276442,128
205008,W,64,w_norm,1.4041674897886827,1.3976899422591011,0.11107515396738799,1.1240111514155657,1.835806686225819,128
205008,W,64,cos_true_rule,0.709317603758014,0.7088058136702409,0.07814173807268902,0.4963876903015208,0.871131146688716,128
205008,R,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,R,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,R,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,R,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,R,2,accuracy,0.5865020751953125,0.5791015625,0.0639388180704773,0.44921875,0.755859375,128
205008,R,2,log_loss,0.6734017817158826,0.6770411444025208,0.021033324656983543,0.6196014291868168,0.7133460613402731,128
205008,R,2,w_norm,0.2823144466312182,0.2871048018093431,0.05211251884715653,0.14542267227392153,0.4116650543385617,128
205008,R,2,cos_true_rule,0.25869677473077535,0.21821306004294344,0.1794665534505621,-0.09323043807451221,0.6654082474388894,128
205008,R,4,accuracy,0.614044189453125,0.6025390625,0.06232008519537098,0.48828125,0.79296875,128
205008,R,4,log_loss,0.658993959558593,0.6628646062087215,0.02823290795459469,0.5907434343015423,0.715648802109566,128
205008,R,4,w_norm,0.39593928115938,0.3953498801649055,0.06785527304274595,0.22682080147452796,0.5668372311620569,128
205008,R,4,cos_true_rule,0.33833227952627204,0.31673353115236935,0.17549140928040857,-0.07517898296325198,0.802291914308448,128
205008,R,8,accuracy,0.6505889892578125,0.6494140625,0.053041392251588035,0.525390625,0.794921875,128
205008,R,8,log_loss,0.6304003477260105,0.6311894564045623,0.034124699422531116,0.5269692174616367,0.7118847119767866,128
205008,R,8,w_norm,0.5591275390531821,0.5559447804399982,0.09082173430824851,0.33294094378643313,0.7519184584307381,128
205008,R,8,cos_true_rule,0.4521684065281084,0.470738151778368,0.13802579226757308,0.1376926520192205,0.8259264456144058,128
205008,R,16,accuracy,0.70123291015625,0.701171875,0.04685397471327394,0.583984375,0.8125,128
205008,R,16,log_loss,0.5817155491985898,0.5780830804584512,0.03814783625513115,0.4802365589993595,0.6814834558571135,128
205008,R,16,w_norm,0.7926440875141023,0.7893268294893876,0.12583470673043173,0.47890222856812653,1.061804179575914,128
205008,R,16,cos_true_rule,0.5850474436993811,0.5998123953088947,0.11531263254459338,0.2807274682760739,0.8034461351139078,128
205008,R,32,accuracy,0.7421417236328125,0.744140625,0.04927436764817339,0.619140625,0.865234375,128
205008,R,32,log_loss,0.5274446113774347,0.5250016543478744,0.05005763134754547,0.4230283834513344,0.6768274648035041,128
205008,R,32,w_norm,1.1332770928331983,1.1252293895600265,0.16485734043479755,0.667336529782895,1.4342841046304668,128
205008,R,32,cos_true_rule,0.6796219303218929,0.688179771506003,0.10373022075592307,0.3617464052254324,0.9174466020695514,128
205008,R,64,accuracy,0.7877349853515625,0.78515625,0.04066237681135221,0.67578125,0.896484375,128
205008,R,64,log_loss,0.4562767303733871,0.4551615317188328,0.05040446983763922,0.35279023246839725,0.6683641516023651,128
205008,R,64,w_norm,1.5697396835286075,1.5606639307198031,0.20185183665231768,1.0688092422399114,2.03256978347715,128
205008,R,64,cos_true_rule,0.7738912207074128,0.7815864349337689,0.07883690518105493,0.4439814699442341,0.9363663456292591,128
205008,O,0,accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,O,0,log_loss,0.6931471805599453,0.6931471805599453,0.0,0.6931471805599453,0.6931471805599453,128
205008,O,0,w_norm,0.0,0.0,0.0,0.0,0.0,128
205008,O,0,cos_true_rule,0.0,0.0,0.0,0.0,0.0,128
205008,O,2,accuracy,0.6708526611328125,0.669921875,0.07710514634575807,0.51171875,0.83203125,128
205008,O,2,log_loss,0.6466047505590938,0.6463548482349514,0.024860099120453172,0.5816393884313682,0.6931809898221126,128
205008,O,2,w_norm,0.28430795746525434,0.28288785479651707,0.05176232236959823,0.14417497481635125,0.38760901919418084,128
205008,O,2,cos_true_rule,0.4954514688296685,0.5025459132893171,0.1943385159781011,0.07877106676498846,0.8787630225280821,128
205008,O,4,accuracy,0.710418701171875,0.7109375,0.0664347349109121,0.54296875,0.841796875,128
205008,O,4,log_loss,0.6113888726527158,0.6119864973735414,0.02952397321038222,0.5449378105343621,0.6918871975389272,128
205008,O,4,w_norm,0.43191057330155336,0.4360860205325372,0.054747518992884305,0.2953939478527695,0.5394809107055911,128
205008,O,4,cos_true_rule,0.6026925680512856,0.6108674864892789,0.15384358267961584,0.15659531173995303,0.8999886817195952,128
205008,O,8,accuracy,0.761199951171875,0.765625,0.05307320952373663,0.638671875,0.87109375,128
205008,O,8,log_loss,0.5548635360165395,0.5536805301855705,0.03296965005327303,0.4839972753275205,0.6343180859820973,128
205008,O,8,w_norm,0.6603605156759809,0.6655013488404273,0.07117611544116208,0.4677372560585238,0.804679468009986,128
205008,O,8,cos_true_rule,0.7193815460134606,0.7343002897136972,0.10949559716652249,0.44353377913758446,0.925893764392706,128
205008,O,16,accuracy,0.8096160888671875,0.8134765625,0.04417054156286822,0.68359375,0.91015625,128
205008,O,16,log_loss,0.4776816841119217,0.4750956141253552,0.033677817897043036,0.39147804987705287,0.5838251372959982,128
205008,O,16,w_norm,1.0002795236618311,0.9959514287669218,0.08174620757502357,0.804942976283808,1.1616454605803965,128
205008,O,16,cos_true_rule,0.8209936990572594,0.8344029682571646,0.07512693358673296,0.5672394004316166,0.9576088405503522,128
205008,O,32,accuracy,0.8496246337890625,0.8544921875,0.0374948625969493,0.7421875,0.931640625,128
205008,O,32,log_loss,0.39633212624641323,0.39143595963222105,0.033676504231412156,0.32044233132530786,0.48491453863614975,128
205008,O,32,w_norm,1.4838436320568826,1.4904583860563063,0.09076413140171702,1.2345434750317543,1.6557457343177846,128
205008,O,32,cos_true_rule,0.8835757665959478,0.8907075226535195,0.04889521576710133,0.7384840870686595,0.9704032560153953,128
205008,O,64,accuracy,0.87640380859375,0.8759765625,0.027809468543472653,0.8125,0.962890625,128
205008,O,64,log_loss,0.32224037722532206,0.3180954012451337,0.029902804061526792,0.2452049480396507,0.39266575514346314,128
205008,O,64,w_norm,2.13911055433678,2.1423692851355955,0.09206964918923417,1.8776781175894162,2.3296090489461427,128
205008,O,64,cos_true_rule,0.9200349639915928,0.922867944354328,0.03142481947457256,0.814049863029666,0.9874171345796899,128
205008,P,0,accuracy,0.505706787109375,0.50390625,0.18961894997451942,0.06640625,0.91015625,128
205008,P,0,log_loss,1.8278223508617766,1.8370288499198186,0.8641940229695076,0.20919475271750407,3.6214764506570805,128
205008,P,0,w_norm,4.269816130239734,4.275624850916222,0.11344965706651508,3.9671095057937724,4.546554423765831,128
205008,P,0,cos_true_rule,0.015563679836567205,0.006169574717189015,0.501447982648371,-0.9817351303897821,0.96608114696495,128
205008,P,2,accuracy,0.5123443603515625,0.5078125,0.1880128417134009,0.08984375,0.91015625,128
205008,P,2,log_loss,1.7721847043753618,1.8120067538586375,0.8373144589331174,0.2093593963381168,3.621660838698419,128
205008,P,2,w_norm,4.212727447133254,4.221175296380144,0.1283789639484498,3.8555902768789356,4.5104055889769175,128
205008,P,2,cos_true_rule,0.03289114583309127,0.03621993365606217,0.49832343118903455,-0.9730413866444692,0.9666607970406784,128
205008,P,4,accuracy,0.5178070068359375,0.51171875,0.18693865688495126,0.087890625,0.91015625,128
205008,P,4,log_loss,1.7219067044041787,1.7507758561620572,0.8156747363044489,0.2071076216736809,3.604006871352392,128
205008,P,4,w_norm,4.157684995569918,4.1745314783956164,0.15669636599225992,3.5354647753807433,4.4894057715018345,128
205008,P,4,cos_true_rule,0.04830190762781642,0.047599100508124284,0.4967174896995151,-0.9618458823541043,0.9680066695783917,128
205008,P,8,accuracy,0.531005859375,0.5322265625,0.18312109308339022,0.125,0.9140625,128
205008,P,8,log_loss,1.6157035413338758,1.6269480748680052,0.7629133444156333,0.2008267403845532,3.4159408903360564,128
205008,P,8,w_norm,4.043309587158074,4.058427015325828,0.22514333545356338,3.1605242313165562,4.500141820147049,128
205008,P,8,cos_true_rule,0.08143109895466535,0.08302479635627155,0.49031807698924273,-0.9342692733444131,0.9700991181489805,128
205008,P,16,accuracy,0.5528411865234375,0.5546875,0.17679596523429272,0.1484375,0.91796875,128
205008,P,16,log_loss,1.4419093723267735,1.4787345612345784,0.6664661367751575,0.20148080831061954,2.846516657303704,128
205008,P,16,w_norm,3.868736314628345,3.9202338675057327,0.3352677803822554,2.9365246176771147,4.514486000011152,128
205008,P,16,cos_true_rule,0.14218129392890025,0.1614672135724368,0.47452542587614166,-0.8755430453400728,0.9711211257722675,128
205008,P,32,accuracy,0.59625244140625,0.5888671875,0.15843201785788819,0.240234375,0.91796875,128
205008,P,32,log_loss,1.164211312902791,1.2101522120538468,0.5127798060023387,0.19328331460202153,2.2893199729989764,128
205008,P,32,w_norm,3.6105749896509733,3.629830622670466,0.4907336433895447,2.3841266591868933,4.558149691200053,128
205008,P,32,cos_true_rule,0.26211981278735014,0.2845444196033011,0.4240712960367259,-0.7506084239234001,0.9685606541936909,128
205008,P,64,accuracy,0.679107666015625,0.673828125,0.1219074497977941,0.40234375,0.93359375,128
205008,P,64,log_loss,0.8016769775753951,0.789487042637571,0.33585760637221185,0.1698549997308777,1.571073927017274,128
205008,P,64,w_norm,3.3804394530506636,3.418491128075969,0.6802644720398915,1.6904940200417158,4.6630048767750285,128
205008,P,64,cos_true_rule,0.49266797557694725,0.5175293374866825,0.30568407426321337,-0.35815225559253666,0.9760661877596041,128
205008,EPISODE,,E_train_accuracy,0.990966796875,1.0,0.011153245879394941,0.953125,1.0,128
205008,EPISODE,,E_test_accuracy,0.894805908203125,0.8974609375,0.026512294192551748,0.828125,0.94921875,128
205008,EPISODE,,E_test_log_loss,0.24035822662617234,0.23768938068236167,0.04496537825805123,0.14399647707006472,0.3743234981075557,128
205008,EPISODE,,E_post_reset_accuracy,0.5,0.5,0.0,0.5,0.5,128
205008,EPISODE,,signed_cos_E_Q,0.021508475192141344,0.02179083208946177,0.5183428155928042,-0.9962587830732396,0.9970594492247052,128
205008,EPISODE,,abs_cos_E_Q,0.4153526785560947,0.42480814261285665,0.31084407891746013,8.4332085662997e-05,0.9970594492247052,128
205008,EPISODE,,true_overlap,3.9921875,4.0,0.08804240366863003,3.0,4.0,128
205008,EPISODE,,shuf_overlap,1.0546875,1.0,0.7321692272581183,0.0,3.0,128
205008,EPISODE,,wrong_overlap,0.0078125,0.0,0.08804240366863003,0.0,1.0,128
205008,EPISODE,,rand_overlap,1.0234375,1.0,0.7752504005763234,0.0,3.0,128
205008,EPISODE,,oracle_overlap,4.0,4.0,0.0,4.0,4.0,128
205008,EPISODE,,exact_mask_recovery,0.9921875,1.0,0.08804240366863003,0.0,1.0,128
205008,EPISODE,,N_vs_0_max_abs_diff,0.0,0.0,0.0,0.0,0.0,128
205008,EPISODE,,transformed_minus_neutral_auc,0.08153462409973145,0.0811614990234375,0.01849270915580294,0.0301513671875,0.12445068359375,128
205008,EPISODE,,oracle_minus_neutral_auc,0.08159947395324707,0.0811614990234375,0.01832621066936416,0.0384521484375,0.12445068359375,128