Journal of Cloud Computing

Advances, Systems and Applications

Table 6 Per-class comparison of performance measures for malware detection

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

Model	App	Precision (%)	Recall (%)	F1-score (%)
GNB	Malware	100	97	98
	Benign	100	96	100
SVM-rbf	Malware	100	97	98
	Benign	96	100	98
DT	Malware	98	99	98
	Benign	99	97	98
LR	Malware	100	97	98
	Benign	96	100	98
RF	Malware	97	98	97
	Benign	98	96	97
KNN	Malware	97	98	98
	Benign	98	96	97
MLP	Malware	97	100	98
	Benign	100	96	97
Ensemble	Malware	100	98	98
	Benign	97	99	99

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