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results/ralph26_withinfold_selection_summary.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 + XGBoost, 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 mean_r2_env_only mean_r2_env_pfam mean_delta_r2 std_delta_r2 t_stat t_pval wilcoxon_stat wilcoxon_pval cohens_d ci95_lo ci95_hi n_folds folds_positive folds_negative mean_jaccard
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env_withinfold 50 chl_mean_mg_m3 0.07937195029968308 -0.10518150861988393 -0.18455345891956712 0.9151723451902004 -0.6049793568047929 0.5619561208650798 18.0 0.65234375 -0.20165978560159764 -0.8880171963451635 0.5189102785060293 9 5 4 0.7444365875018693
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env_withinfold 50 poc_mean_mg_m3 0.6304686562137576 0.6450062300465029 0.014537573832745529 0.12594621481664708 0.3462805258715248 0.73806306082341 10.0 0.1640625 0.11542684195717495 -0.08227325688691758 0.11134840455240863 9 7 2 0.7444365875018693
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env_withinfold 50 nflh_mean 0.3840561068297233 0.3893801146846937 0.005324007854970459 0.08533471049265691 0.1871691305062291 0.8561877760704697 19.0 0.734375 0.062389710168743034 -0.060270057231010324 0.07091807294095125 9 5 4 0.7444365875018693
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