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

Table 5

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

Classifier	Training time (s)	Acc (%)	F1-score (%)	AUC
RF	2.07	86.56	86.77	0.9935
KNN	1.43	86.00	85.94	0.9828
MLP	91.62	82.79	81.99	0.9917
SVM	144.27	86.71	86.82	0.9957
DT	15.03	84.42	84.35	0.9514
NB	0.21	85.57	85.82	0.9707