Android Malware Detection Using Fine-Grained Features

Table 8

Detection rates of the 24 selected permissions.

	TP rate	FP rate	F-measure	ROC area
J48	0.938	0.062	0.938	0.968
KNN	0.921	0.101	0.920	0.970
SVM	0.916	0.074	0.916	0.921
NB	0.918	0.107	0.917	0.949