Towards a Scalable and Adaptive Learning Approach for Network Intrusion Detection

Table 4

Confusion matrix for random forest.

	Predicted classes
Actual classes	Normal	DoS	Probe	U2R	R2L	—
	21355	3	4	1	2	Normal
	7	18464	1	0	0	DoS
	3	3	614	0	0	Probe
	3	0	0	4	0	U2R
	8	0	0	2	84	R2L