Android Malware Detection Using Fine-Grained Features

Table 3

Detection rates with dangerous permissions of features.

	TP rate	FP rate	F-measure	ROC area
J48	0.877	0.149	0.877	0.813
KNN	0.899	0.091	0.901	0.937
SVM	0.899	0.099	0.900	0.900
NB	0.888	0.105	0.890	0.946