A Graph-Based Feature Generation Approach in Android Malware Detection with Machine Learning Techniques

Table 9

Detection results of different algorithms.

Classifier	NB (%)	KNN (%)	RF (%)	LR (%)	SVM (%)
Accuracy	89.2	93.8	95.4	93.1	88.4
FPR	12.5	7.9	5.6	9.1	13.1
Recall	90.7	95.2	96.5	95	89.7
Precision	89.2	93.2	95.1	92.3	88.7
F-Measure	89.9	94.2	95.8	93.6	89.2