Commit b6b5dd9b authored by Ngan Thi Dong's avatar Ngan Thi Dong

update to evaluation

parent 002582d7
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......@@ -68,11 +68,9 @@ def assoc_list_to_adj(n_disease, n_miRNA, assoc_list, assoc_lbl):
return adj, zero_index, one_index
def get_score(y_test, preds):
fpr, tpr, auc_thresholds = metrics.roc_curve(y_test, preds)
auc_score = metrics.auc(fpr, tpr)
auc_score = metrics.roc_auc_score(y_test, preds, average='micro')
precision1, recall, pr_threshods = metrics.precision_recall_curve(y_test, preds)
aupr_score = metrics.auc(recall, precision1)
aupr_score = metrics.average_precision_score(y_test, preds, average='micro')
return auc_score, aupr_score
def save_scores(y_preds, y_true, path):
......
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