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adding formatting to get all output from ML for feature grpups starting with genomics

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Tanushree Tunstall 2022-06-21 14:08:12 +01:00
parent cadaed2ba7
commit 7b378ca6f3
4 changed files with 98 additions and 54 deletions
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scripts/ml/MultModelsCl_dissected.py
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@ -305,7 +305,7 @@ def MultModelsCl_dissected(input_df, target, skf_cv
mm_skf_scoresD[model_name]['bts_recall'] = round(recall_score(blind_test_target, bts_predict),2)
mm_skf_scoresD[model_name]['bts_accuracy'] = round(accuracy_score(blind_test_target, bts_predict),2)
mm_skf_scoresD[model_name]['bts_roc_auc'] = round(roc_auc_score(blind_test_target, bts_predict),2)
mm_skf_scoresD[model_name]['bts_jaccard'] = round(jaccard_score(blind_test_target, bts_predict),2)
mm_skf_scoresD[model_name]['bts_jcc'] = round(jaccard_score(blind_test_target, bts_predict),2)
#mm_skf_scoresD[model_name]['diff_mcc'] = train_test_diff_MCC
return(mm_skf_scoresD)