Journal of Cloud Computing

Advances, Systems and Applications

Table 7 Comparison of performance measures for malware classification

From: A malware detection system using a hybrid approach of multi-heads attention-based control flow traces and image visualization

Model	Precision (%)	Recall (%)	F1-score (%)	MCC (%)	Accuracy (%)
GNB	98	97	97	97.16	97.41
SVM-rbf	94	94	94	91.40	93.56
DT	95	95	95	93.91	94.71
LR	98	97	97	96.59	97.42
RF	97	97	97	96.21	97.16
KNN	97	97	97	96.86	97.02
MLP	98	97	98	97.81	98.37
Ensemble	100	98	98	98.52	99.17

Back to article page