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

Table 11

Accuracy (%) of AndroClass by considering top N categories.

	Google				APKPure
	KNN	NB	SVM	DNN	KNN	NB	SVM	DNN
Top 1 category	29.5	41.4	44.3	52.3	24.6	36.4	37.6	46.3
Top 2 categories	41.0	54.7	53.7	63.5	36.1	50.8	49.0	61.0
Top 3 categories	49.4	62.5	59.0	71.2	45.2	59.2	57.8	67.6