A Low Computational Cost Method for Mobile Malware Detection Using Transfer Learning and Familial Classification Using Topic Modelling

Table 11

Performance outcomes for distinct topics quantity.

Data set	Core topics quantity	F-Score	Precision	Recall
Drebin	10	0.977	0.987	0.969
	25	0.950	0.956	0.945
	45	0.880	0.947	0.823
Malgenome	10	0.880	0.981	0.798
	25	0.971	0.988	0.955
	45	0.947	0.988	0.910
AAGM	10	0.878	0.948	0.818
	25	0.956	0.961	0.952
	45	0.966	0.988	0.946