Table 4.

Summary of Classification Results Obtained from stratified 10-Fold cross-validation on two classification groups by ANN, KNN, and SVM model.

Algorithm	TP rate	FP rate	Precision	F-measure	MCC	Accuracy
ANN	0.815	0.231	0.814	0.813	0.613	0.812
KNN	0.778	0.210	0.790	0.780	0.559	0.775
SVM	0.741	0.292	0.738	0.738	0.457	0.732

ANN, artificial neural network; KNN, k-nearest neighbor; SVM, support vector machine; FP, false-positive; TP, true-positive; MCC, matthews correlation coefficient