Hybrid Modified -Means with C4.5 for Intrusion Detection Systems in Multiagent Systems

Table 1

The details of evaluation datasets.

Dataset	Normal	DoS	Probe	R2L	U2R	Total
trainDS1	900	1000	300	500	300	3000
trainDS2	1100	1300	300	800	500	4000
trainDS3	1500	1800	400	1000	300	5000
trainDS4	1800	1800	500	1100	800	6000
testDS1	5000	3000	700	900	400	10000
testDS2	10000	7000	1000	1500	500	20000
testDS3	15000	10000	1500	2500	1000	30000
testDS4	20000	14000	1500	3000	1500	40000