Table 1. Selection of training and test samples.

	Normal	Probe	DoS	U2R	R2L	Total
Anomaly detection training set	3000	2000				5000
Anomaly detection test set	2000	1000				3000
Mis-use detection training set	805	767	3133	52	243	5000
Mis-use detection test set	483	460	1880	31	146	3000