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. 2022 Jul 25;23:301. doi: 10.1186/s12859-022-04852-2

Table 5.

Binary classifier evaluation metrics

Precision = TPTP+FP
Recall = True Positive Rate (TPR) = TPTP+FN
False Positive Rate (TPR) = FPFP+TN
F-Score = 2PrecisionRecallPrecision+Recall
MCC = TPTN-FPFNTP+FPTP+FNTN+FPTN+FN