Table 7.

Performance metrics for machine learning classifiers.

Metrics	Formula
CCR	((TP+TN)/(TP+FP+FN+TN))%
TPR	TP/(TP+FN)
TNR	TN/(TN+FP)
FPR	FP/(TN+FP)
FNR	FN/(TP+FN)
Precision	TP/(TP+FP)
Recall	TP/(TN+FN)
F 1 score	2∗TP/(2∗TP+Fp+FN)