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This commit is contained in:
Tanushree Tunstall 2022-05-29 13:10:50 +01:00
parent f761dd4479
commit 5202be4adc
52 changed files with 1440 additions and 88 deletions
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14
UQ_MultModelsCl.py Normal file → Executable file
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@ -74,13 +74,13 @@ import json
rs = {'random_state': 42}
njobs = {'n_jobs': 10}
scoring_fn = ({'accuracy' : make_scorer(accuracy_score)
, 'fscore' : make_scorer(f1_score)
, 'mcc' : make_scorer(matthews_corrcoef)
, 'precision' : make_scorer(precision_score)
, 'recall' : make_scorer(recall_score)
, 'roc_auc' : make_scorer(roc_auc_score)
, 'jcc' : make_scorer(jaccard_score)
scoring_fn = ({ 'mcc' : make_scorer(matthews_corrcoef)
, 'accuracy' : make_scorer(accuracy_score)
, 'fscore' : make_scorer(f1_score)
, 'precision' : make_scorer(precision_score)
, 'recall' : make_scorer(recall_score)
, 'roc_auc' : make_scorer(roc_auc_score)
, 'jcc' : make_scorer(jaccard_score)
})
skf_cv = StratifiedKFold(n_splits = 10