A Dynamic Intrusion Detection System Based on Multivariate Hotelling’s T² Statistics Approach for Network Environments

Table 5

Average detection rates (%) of different models with 10-fold cross validation technique.

Class
Normal	97.34	98.16	98.97	99.60	99.76
DoS	97.59	98.22	98.22	98.35	98.37
Probe	91.55	94.15	95.48	96.44	98.07
R2L	89.50	96.00	96.25	97.50	98.25
U2R	45.00	50.00	60.00	60.00	60.00