AndroClass: An Effective Method to Classify Android Applications by Applying Deep Neural Networks to Comprehensive Features

Table 7

Improvement in classification effectiveness (%) by AndroClass when equipped with DNN.

	Google			APKPure			Manual
	KNN	NB	SVM	KNN	NB	SVM	KNN	NB	SVM
accuracy	77	26	18	88	27	23	50	18	9
precision	70	45	25	47	16	25	39	17	10
recall	114	50	26	90	45	28	51	13	12
F-score	93	48	26	69	32	27	45	15	11