ACT-SVM: Prediction of Protein-Protein Interactions Based on Support Vector Basis Model

Table 2

Performance comparison in classifiers.

Dataset	Classifier	AUC	Acc	MCC	Sn	Sp
H. pylori	ANN	0.7412	0.6738	0.3544	0.5780	0.7698
	SVM	0.8010	0.7279	0.4558	0.7238	0.7320
	KNN	0.7746	0.7055	0.4177	0.7942	0.6168
	RF	0.7815	0.7030	0.4104	0.6312	0.7749
	LR	0.6969	0.6266	0.2602	0.5129	0.7406
	NB	0.6378	0.6043	0.2089	0.5780	0.6306
Human	ANN	0.8819	0.8008	0.6007	0.7883	0.8122
	SVM	0.8938	0.8388	0.6791	0.7774	0.8950
	KNN	0.9165	0.8118	0.6444	0.6575	0.9531
	RF	0.8875	0.7849	0.5812	0.6511	0.9073
	LR	0.8177	0.7505	0.5001	0.6915	0.8046
	NB	0.6089	0.6105	0.2642	0.2527	0.9378