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results/ralph26_withinfold_selection_per_fold.tsv
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# Provenance:
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# Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/ralph26_task5_withinfold_selection_20260212_200000.py
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# Method: Within-fold Spearman correlation, top 50 PFAMs per fold
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# Date: 2026-02-12
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# Integrity Check: PASSED - Real data only
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model_config n_pfam_features target fold_id n_train n_test r2 r2_env_only delta_r2 n_estimators_used
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env_withinfold 50 chl_mean_mg_m3 0 977 174 0.9321758628380529 0.9123251643108445 0.019850698527208333 41
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env_withinfold 50 poc_mean_mg_m3 0 977 174 0.9569784312619064 0.9572872446323981 -0.00030881337049171176 39
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env_withinfold 50 nflh_mean 0 977 174 0.6730236316547813 0.6669064316252455 0.006117200029535752 157
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env_withinfold 50 chl_mean_mg_m3 1 1029 122 0.5840947765510767 0.5459302170506636 0.03816455950041309 36
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env_withinfold 50 poc_mean_mg_m3 1 1029 122 0.4334843160518671 0.3507985700735903 0.08268574597827683 11
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env_withinfold 50 nflh_mean 1 1029 122 0.8587101167090284 0.8626535157673916 -0.003943399058363162 235
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env_withinfold 50 chl_mean_mg_m3 2 1084 67 0.3131133484271055 0.3024840489654732 0.010629299461632269 140
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env_withinfold 50 poc_mean_mg_m3 2 1084 67 0.8178084596079189 0.7370605797849237 0.08074787982299525 33
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env_withinfold 50 nflh_mean 2 1084 67 -1.2076578492961119 -1.0342045090863468 -0.1734533402097651 181
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env_withinfold 50 chl_mean_mg_m3 3 1007 144 0.9058474528293163 0.91156694180716 -0.00571948897784369 177
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env_withinfold 50 poc_mean_mg_m3 3 1007 144 0.4367036944143834 0.41786458854124175 0.018839105873141637 26
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env_withinfold 50 nflh_mean 3 1007 144 0.8400456759870412 0.8242613381228282 0.01578433786421296 125
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env_withinfold 50 chl_mean_mg_m3 4 965 186 0.4868949864089236 0.04399947935023851 0.4428955070586851 30
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env_withinfold 50 poc_mean_mg_m3 4 965 186 0.8397792161897484 0.6825836449718151 0.15719557121793326 38
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env_withinfold 50 nflh_mean 4 965 186 0.7307587088555505 0.6030599046612246 0.1276988041943259 178
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env_withinfold 50 chl_mean_mg_m3 5 1049 102 0.3691454047218632 0.399562284718439 -0.03041687999657583 90
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env_withinfold 50 poc_mean_mg_m3 5 1049 102 0.571854637702066 0.4989102015346458 0.07294443616742019 33
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env_withinfold 50 nflh_mean 5 1049 102 0.7323877275346093 0.7386891947535812 -0.006301467218971846 107
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env_withinfold 50 chl_mean_mg_m3 6 1024 127 0.9415227320118055 0.958138607905774 -0.016615875893968513 193
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env_withinfold 50 poc_mean_mg_m3 6 1024 127 0.9268918532677396 0.9257502762220718 0.001141577045667752 27
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env_withinfold 50 nflh_mean 6 1024 127 0.3702290500233665 0.28111216271022677 0.08911688731313971 154
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env_withinfold 50 chl_mean_mg_m3 7 988 163 -3.265922383906461 -0.6959387398483916 -2.5699836440580697 38
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env_withinfold 50 poc_mean_mg_m3 7 988 163 0.8389435735635614 0.8298476954330503 0.009095878130511159 110
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env_withinfold 50 nflh_mean 7 988 163 0.5394903069014403 0.49939953100495604 0.04009077589648424 190
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env_withinfold 50 chl_mean_mg_m3 8 1085 66 -2.213505757460638 -2.6637204515630533 0.45021469410241544 43
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env_withinfold 50 poc_mean_mg_m3 8 1085 66 -0.017388111640664228 0.2741151047300804 -0.2915032163707446 191
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env_withinfold 50 nflh_mean 8 1085 66 -0.032566336207461744 0.014627391908402565 -0.04719372811586431 223
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