Network Anomaly Traffic Detection Algorithm Based on RIC-SC-DeCN

Table 2

Comparative experiment of feature selection mechanism.

Method	AR	RR	FAR (%)	F-Score	Feature	Select-time (s)	Model-time (s)	Total-time (s)
	(%)	(%)		(%)
MIR [6]	93.12	93.08	6.91	93.11	20	78.80	297.17	375.97
RFE [7]	95.57	95.60	4.39	95.61	20	2227.80	295.76	2523.56
CHI [5]	94.13	94.12	5.87	94.13	20	102.09	294.63	396.72
RIC	96.22	96.10	3.89	96.22	20	449.52	298.02	747.54