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. 2021 Oct 22;13(4):281–301. doi: 10.1007/s13238-021-00885-0

Table 3.

Introduction of the metrics

Metric Description
Accuracy (TP + TN)/(TP + TN + FP + FN)
Precision TP/(TP + FP)
Recall TP/(TP + FN)
F1 score 2×(Recall×Precision)/(Recall+Precision)
AUPRC Area under the precision-recall curve
AUROC Area under the receiver operating characteristic