FB2Droid: A Novel Malware Family-Based Bagging Algorithm for Android Malware Detection

Table 3

Comparison with multiple base classifiers.

Base classifier	Performance of the base classifier				Performance of the FB2
	Accuracy	Precision	Recall	F-score	Accuracy	Precision	Recall	F-score
SVM	0.964	0.966	0.968	0.967	0.984	0.983	0.986	0.985
KNN	0.966	0.965	0.962	0.965	0.980	0.980	0.982	0.981
DT	0.967	0.963	0.969	0.966	0.978	0.973	0.983	0.977
LR	0.962	0.963	0.965	0.964	0.983	0.981	0.984	0.985
LDA	0.961	0.963	0.964	0.966	0.979	0.981	0.978	0.979
MLP	0.967	0.970	0.960	0.968	0.982	0.981	0.985	0.983