modeling_zhaocui/deep_learning/Q2/outputs/algorithm_selection/summary.csv

1	method	representation	n_seeds	clean_accuracy	clean_accuracy_sd	clean_macro_f1	clean_macro_f1_sd	clean_mae	clean_mae_sd	clean_pearson	clean_pearson_sd	corrupt_accuracy_mean	corrupt_accuracy_sd	corrupt_macro_f1_mean	corrupt_macro_f1_sd	corrupt_macro_f1_worst	corrupt_mae_mean	corrupt_mae_sd	corrupt_pearson_mean	corrupt_pearson_sd	f1_rate_10	accuracy_rate_10	mae_rate_10	f1_rate_20	accuracy_rate_20	mae_rate_20	f1_rate_30	accuracy_rate_30	mae_rate_30	pareto_nondominated
2	concat	provided_word_aligned_50	3	0.6259157509157509	0.012689016905266455	0.5803030257575643	0.01849482950112713	0.6362011035283407	0.0035474183737517766	0.6131094378711319	0.003049322677391937	0.6226800976800976	0.011084117339613314	0.5751264735191365	0.016846851540436875	0.5160231153138954	0.6402280900213454	0.004374268275822229	0.6068152054284395	0.004485336212715804	0.5774116129988989	0.6244505494505495	0.6361218094825745	0.5732483562656322	0.6214285714285714	0.6398131450017294	0.5747194512928783	0.6221611721611722	0.6447493155797323	True
3	gate	provided_word_aligned_50	3	0.6213369963369964	0.0106695789356511	0.570042406396691	0.0192417246427628	0.6392609675725301	0.010298306434114075	0.61843647657748	0.008153726338115605	0.6170940170940171	0.011429412792673272	0.5654484786987964	0.018209275544794713	0.4977788775985414	0.6432029167811076	0.00818900735475074	0.6097108251803484	0.008038674969140262	0.5690117947676202	0.6205128205128205	0.6386720657348633	0.5668714434894636	0.6183150183150183	0.6423242449760437	0.5604621978393048	0.6124542124542125	0.6486124396324157	True
4	crossattn	provided_word_aligned_50	3	0.6039377289377289	0.011682555697960702	0.5402080959251137	0.04931996722297363	0.6486262281735738	0.0247913008377115	0.5962298100136721	0.016314693282960167	0.6013125763125764	0.00904432495782142	0.5394035484113701	0.047085193081398864	0.4615384615384615	0.6492320696512858	0.023553864046032207	0.5917838426035978	0.015944508668008214	0.5437388259395578	0.6055860805860807	0.6467597643534342	0.5379114650369052	0.5998168498168498	0.6491282820701599	0.5365603542576471	0.5985347985347985	0.6518081625302632	False
5	concat	equal_window_resampled_unaligned	3	0.586996336996337	0.010491244722884272	0.5005019574320758	0.013925639871727626	0.6615431904792786	0.005397772426619935	0.581966026863303	0.009642037378255953	0.5905677655677655	0.006480515023060099	0.5042920441199125	0.015580461355158729	0.4641572706698656	0.6651763810051813	0.004962154081458186	0.5766306314815771	0.010310184996660417	0.5042141077437426	0.5906593406593407	0.6621770620346069	0.503384597978282	0.5899267399267399	0.6627050677935282	0.5052774266377128	0.5911172161172161	0.6706470131874084	True