Using a Subtractive Center Behavioral Model to Detect Malware

Table 12

Classifiers results on the proposed model with score (700 malware and 300 benign).

Classifier	DR (%)	FPR (%)	F-score (%)	Acc. (%)
J48	99.1	1.2	99.1	99.2
LMT	98.1	1.8	98.1	98
RF	95.7	6.5	95.7	96
SLR	97.3	2.2	97.4	97.4
SMO	92	7.9	92.1	92
KNN	92	9.7	92.1	92.2
BN	88.3	9	88.6	88.4
NB	73.5	16.8	74.5	74