Metric | Formula |
---|---|
Precision | \(Precision = \frac {{TP}}{{TP + FP}}\) |
Recall | \(Recall = \frac {{TP}}{{TP + FN}}\) |
FPR | \(FPR = \frac {{FP}}{{FP + TN}}\) |
TNR | \(TNR = \frac {{TN}}{{FP + TN}}\) |
F1−score | \(F{\mathrm {1 - }}score = \frac {{2TP}}{{2TP + FP + FN}}\) |
Accuracy | \(Accuracy = \frac {{TP + TN}}{{TP + TN + FP + FN}}\) |