Improved Grey Wolf Optimization- (IGWO-) Based Feature Selection on Multiview Features and Enhanced Multimodal-Sequential Network Intrusion Detection Approach

Table 3

Result comparison of classification methods vs. datasets.

Datasets	Methods	Metrics
		Precision (%)	Recall (%)	F-measure (%)	Accuracy (%)	FAR (%)
UNSW-NB15	PSO-FLN	79.9	80.1	80.8	81.8	0.9
	MS-DHPN	84.4	86.2	85.3	86.2	0.7
	IGWO-EMS-DHPN	86.5	87.5	88.6	92.6	0.4
CICIDS 2017	PSO-FLN	96.8	97.1	97.3	97.5	0.6
	MS-DHPN	98.2	98.1	98.1	98.6	0.3
	IGWO-EMS-DHPN	98.9	98.9	99.3	99.7	0.2