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results/ralph26_poc_features_summary.tsv
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feature_set n_pfam_features target mean_r2_env_only mean_r2_env_pfam mean_delta_r2 std_delta_r2 relative_change_pct t_stat t_pval wilcoxon_stat wilcoxon_pval cohens_d ci95_lo ci95_hi n_folds folds_positive folds_negative folds_zero
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top20 20 chl_mean_mg_m3 0.07937195029968308 0.09170830826854529 0.012336357968862184 0.2664842270449729 15.542465470842085 0.13887904104861246 0.8929781136670724 22.0 1.0 0.04629301368287082 -0.1925015518600975 0.21717426779782184 9 5 4 0
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top20 20 poc_mean_mg_m3 0.6304686562137576 0.5550988549581841 -0.07536980125557323 0.27426239518193546 -11.954567528892259 -0.8244272920344298 0.4335875711696814 19.0 0.734375 -0.2748090973448099 -0.28618654038013974 0.13544693786899326 9 3 6 0
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top20 20 nflh_mean 0.3840561068297233 0.31704481476040464 -0.0670112920693187 0.20932962872630878 -17.44830791065356 -0.960369907648386 0.3649921526484526 16.0 0.49609375 -0.32012330254946203 -0.2279162885452748 0.0938937044066374 9 3 6 0
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top50 50 chl_mean_mg_m3 0.07937195029968308 -0.10714627266369764 -0.18651822296338075 0.8529384856803456 -234.99261673569524 -0.6560316813982359 0.5302154874670262 22.0 1.0 -0.2186772271327453 -0.8421447812660401 0.46910833533927865 9 4 5 0
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top50 50 poc_mean_mg_m3 0.6304686562137576 0.6476465512833092 0.017177895069551672 0.10067819396086077 2.724623167266159 0.5118654117761493 0.6225720432568758 18.0 0.65234375 0.17062180392538306 -0.06021021545759386 0.0945660055966972 9 4 5 0
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top50 50 nflh_mean 0.3840561068297233 0.39756018787012115 0.013504081040397822 0.06026021543047596 3.516174017351336 0.6722883884796873 0.5203404048340383 20.0 0.8203125 0.22409612949322907 -0.03281602094649527 0.05982418302729091 9 5 4 0
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top100 100 chl_mean_mg_m3 0.07937195029968308 -0.32907203844066385 -0.40844398874034704 0.8746635668274437 -514.5948753913609 -1.400918036023305 0.1988146779684 9.0 0.12890625 -0.4669726786744349 -1.0807699226960543 0.26388194521536024 9 2 7 0
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top100 100 poc_mean_mg_m3 0.6304686562137576 0.5965339971123135 -0.03393465910144405 0.11399794732597313 -5.38244982791637 -0.893033424656562 0.3979062702482552 22.0 1.0 -0.297677808218854 -0.12156123840778083 0.05369192020489274 9 5 4 0
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top100 100 nflh_mean 0.3840561068297233 0.38003169965593353 -0.00402440717378975 0.14925400796322014 -1.0478695956718707 -0.08089043427459842 0.9375161461558861 15.0 0.42578125 -0.02696347809153281 -0.11875119368495282 0.11070237933737331 9 6 3 0
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