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hardware-counters

matched_crossplatform_stats.csv

comparison,n,median_model,model_ci_lo,model_ci_hi,median_base,base_ci_lo,base_ci_hi,median_paired_diff,diff_ci_lo,diff_ci_hi,hodges_lehmann,hl_ci_lo,hl_ci_hi,wins,losses,rank_biserial,p_raw,direction,naive_direction,direction_conflict,family,p_holm,significant_raw,significant_holm,survives_holm,lost_to_holm
rf,166,1.0713790563298569,1.0565169950557531,1.104284811444464,1.0944880221752051,1.0841680505245272,1.1017645450332871,-0.016160800402313824,-0.03404567589481422,-0.006801404953080237,-0.026885020243504365,-0.045846983023547234,-0.009857873961870196,102,64,-0.29745328619868694,0.0008875190868981931,model better,model better,False,"within-A2 (matched) LOAO vs constant, matched 166",0.0015349814147920151,True,True,True,False
gbq,166,1.0617914774976944,1.047933038689664,1.0807902262142868,1.0944880221752051,1.0841680505245272,1.1026482349156248,-0.03251478876896641,-0.046390908086050286,-0.020322603167270525,-0.0354169794735687,-0.04988666818067967,-0.021585583124195642,114,52,-0.3957145949065724,9.779550156506412e-06,model better,model better,False,"within-A2 (matched) LOAO vs constant, matched 166",2.9338650469519234e-05,True,True,True,False
mlp,166,1.0855431487692329,1.0710963167615772,1.1099980072556093,1.0944880221752051,1.0841680505245272,1.1026482349156248,-0.01189447259087606,-0.029815023073562208,-0.008193224833936474,-0.027797947484109242,-0.0449460974315216,-0.01088759403586072,105,61,-0.301060529543323,0.0007674907073960076,model better,model better,False,"within-A2 (matched) LOAO vs constant, matched 166",0.0015349814147920151,True,True,True,False
rf,166,1.1247959080937568,1.0978938423406222,1.1649285064628798,1.1293668584968906,1.1185637413048142,1.1559768278533102,-0.03917418922939708,-0.061636369828828474,-0.01814001074302274,-0.04519368819628078,-0.09103663966080562,-0.008134180827632544,104,62,-0.20279922083543755,0.02343791463299223,model better,model better,False,"within-CIR (matched) LOAO vs constant, matched 166",0.04687582926598446,True,True,True,False
gbq,166,1.124051703881971,1.096143541692902,1.1477641049254648,1.1293668584968906,1.1185637413048142,1.157184646790446,-0.04503449180782093,-0.06534159386495553,-0.02371218556566057,-0.0578192536208475,-0.11613048408743845,-0.02065325493751585,102,64,-0.2782627516052233,0.0018740289212746562,model better,model better,False,"within-CIR (matched) LOAO vs constant, matched 166",0.005622086763823969,True,True,True,False
mlp,166,1.1845240692872918,1.1343860475277772,1.2877770432713296,1.1293668584968906,1.1182655597044908,1.1568638541995542,0.002985677295841427,-0.04583450737236894,0.04900015358448506,-0.00821460190861012,-0.05830712636648895,0.04189822903905024,83,83,-0.031815886299689775,0.7221903879955334,model better,model worse,True,"within-CIR (matched) LOAO vs constant, matched 166",0.7221903879955334,False,False,False,False
A2->CIR rf,166,1.2024964698262957,1.1920726882431487,1.2111379386729944,1.220297740894315,1.212382856828963,1.2318941342457417,-0.03770525233570099,-0.046102615834404004,-0.02956877223453125,-0.03975069427393707,-0.056018347027855,-0.019485558189898874,109,57,-0.2944232017891927,0.0010015522006913808,model better,model better,False,"Cross-platform transfer vs constant, matched 166",0.006009313204148285,True,True,True,False
A2->CIR gbq,166,1.2056687639456753,1.1922847560141991,1.2218209225303975,1.220297740894315,1.212382856828963,1.231869730753759,-0.02325247590457058,-0.046677676032971016,-0.0001424898679203146,-0.024438680209181607,-0.04724923343683652,-0.007031450796089373,96,70,-0.24406608469807373,0.006384241972428941,model better,model better,False,"Cross-platform transfer vs constant, matched 166",0.0319212098621447,True,True,True,False
A2->CIR mlp,166,1.2341587731360197,1.2227476232000216,1.2406777957879953,1.220297740894315,1.212382856828963,1.231869730753759,-0.004125647859957948,-0.01223179014503395,0.008096862805670568,-0.005254577689263185,-0.019259794448141965,0.007662744590474187,87,79,-0.06630113267441022,0.45875702843490307,model better,model worse,True,"Cross-platform transfer vs constant, matched 166",0.9175140568698061,False,False,False,False
CIR->A2 rf,166,1.1566471778506757,1.1417234422484124,1.1735109775919779,1.1511272154368763,1.1286110509422567,1.2018794996922717,0.03197120712820456,0.011590351137051202,0.05325447409101258,0.02197199694242391,-0.006918403727697802,0.04415591073520398,63,103,0.13902315850227256,0.12029375073927814,model worse,model worse,False,"Cross-platform transfer vs constant, matched 166",0.4811750029571126,False,False,False,False
CIR->A2 gbq,166,1.135815669661448,1.129064569100085,1.1491293921786447,1.1511272154368763,1.1286110509422567,1.201687657753971,0.016064017640466943,-0.006481291496029051,0.031243929638722724,-0.018443680893093006,-0.04565800006957969,0.014285444287753229,73,93,-0.10569222999783566,0.2375714431546726,model better,model better,False,"Cross-platform transfer vs constant, matched 166",0.7127143294640178,False,False,False,False
CIR->A2 mlp,166,1.1602659530637276,1.1456093665013651,1.1760889237519094,1.1511272154368763,1.1280910784947489,1.201687657753971,0.01340857472103607,-0.006289897971391456,0.03216913646982078,-0.006608875825169003,-0.031054679769062066,0.017826439807162097,73,93,-0.04638914941201933,0.6041898651492035,model better,model worse,True,"Cross-platform transfer vs constant, matched 166",0.9175140568698061,False,False,False,False
A2->CIR LOAO rf,166,1.253862801881839,1.2330368313214224,1.2722760926138525,1.2510488013562853,1.234575411187038,1.2645416049122484,-0.002153929978357394,-0.02649407325732067,0.034936509842369956,-0.011629485753697488,-0.0467305721414179,0.013346925413688735,83,83,-0.07798860111103095,0.38348171913271456,model better,model worse,True,"Transfer + unseen application vs constant, matched 166, six evaluable folds",1.0,False,False,False,False
A2->CIR LOAO mlp,166,1.248537942329702,1.2228088180189924,1.2897745866167492,1.2510488013562853,1.234575411187038,1.2641459211997481,-0.005771086501541567,-0.04062413265952458,0.01100847324975307,-0.01504586613329184,-0.04539314301406594,0.021808010392413462,86,80,-0.06990837601904624,0.43468194229847257,model better,model better,False,"Transfer + unseen application vs constant, matched 166, six evaluable folds",1.0,False,False,False,False
CIR->A2 LOAO rf,166,1.1731740701413333,1.1438782748713954,1.205518324304128,1.1306668619803693,1.1031293322440696,1.188564791322481,0.005135074979804588,-0.019479393158048364,0.04088202602452984,0.012273495776733978,-0.045339236594619116,0.05906764285318629,81,85,0.045379121275521246,0.6120860774232884,model worse,model worse,False,"Transfer + unseen application vs constant, matched 166, six evaluable folds",1.0,False,False,False,False
CIR->A2 LOAO mlp,166,1.1873262839782281,1.157180339502212,1.2494460352737673,1.1306668619803693,1.1031293322440696,1.188564791322481,0.045467452523508145,-0.007682853100432263,0.05492060808811727,0.028310613367766968,-0.01585351064348553,0.07085283389419622,74,92,0.1121852680181805,0.20997416445422545,model worse,model worse,False,"Transfer + unseen application vs constant, matched 166, six evaluable folds",0.8398966578169018,False,False,False,False