Binary File’s Visualization and Entropy Features Analysis Combined with Multiple Deep Learning Networks for Malware Classification

Table 4

The performance of location-information-feature-based classifiers.

Classifier	Training time (s)	Acc (%)	F1-score (%)	AUC
RF	1.20	90.88	89.82	0.9843
KNN	1.61	91.91	91.78	0.9632
MLP	134.78	81.25	77.55	0.9835
SVM	67.94	95.65	95.66	0.9989
DT	10.19	86.28	86.35	0.9021
NB	0.10	69.70	68.12	0.9641