A Neighbor Prototype Selection Method Based on CCHPSO for Intrusion Detection

Table 5

Experimental results with the public datasets when K = 3 (%).

Datasets	Methods	Training acc	Testing acc	DR	FPR	Rrate
Kdd	CCHPSO	97.15	96.30	98.61	3.75	89.97
	No selection	98.05	96.72	98.53	4	0
	No weighting	96.66	96.16	98.12	3	89.83
Nsl	CCHPSO	94.07	89.61	96.24	9.25	83.20
	No selection	96.93	94.63	98.24	11.25	0
	No weighting	94.36	90.93	97.38	6.75	85.02