Android Malware Detection Using Fine-Grained Features

Table 4

Detection rates with the top 20 permissions of malware samples of features.

	TP rate	FP rate	F-measure	ROC area
J48	0.867	0.185	0.847	0.892
KNN	0.895	0.144	0.886	0.946
SVM	0.909	0.124	0.909	0.948
NB	0.888	0.103	0.891	0.942