MFEMDroid: A Novel Malware Detection Framework Using Combined Multitype Features and Ensemble Modeling

Table 3

Results of a single feature or hybrid feature based on our ensemble network.

Feature selection	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)	Mcc (%)
Provider(AE)	76.42	67.73	95.87	79.38	58.20
Permission	93.66	95.15	90.87	92.97	87.28
PEPR	95.38	95.78	94.47	95.12	90.74

Bold values signify the best results.