Using a Subtractive Center Behavioral Model to Detect Malware

Table 13

Classifiers results on the proposed model with score (6700 malware and 3000 benign).

Classifier	DR (%)	FPR (%)	F-score (%)	Acc. (%)
J48	99.9	0.2	99.8	99.8
LMT	99.9	0.1	99.9	99.87
RF	99.8	0.4	99.8	99.82
SLR	97.4	2	97.5	97.4
SMO	93.2	6.8	93.2	93.1
KNN	99.6	0.8	99.6	99.62
BN	89	8.6	89.3	89
NB	75.6	15.3	76.5	75.62