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

Table 4

Tenfold cross validation results of DoS model.

Fold	= 1	= 1.5	= 2	= 2.5	= 3
1	100	100	100	100	100
2	99.36	99.40	99.40	99.44	99.44
3	99.80	99.86	99.88	99.88	99.92
4	100	100	100	100	100
5	99.76	99.78	99.82	99.84	99.88
6	100	100	100	100	100
7	99.04	99.04	99.04	99.08	99.10
8	80.16	84.70	85.74	85.82	85.90
9	99.42	99.46	99.52	99.52	99.54
10	99.84	99.92	99.92	99.92	99.92
Avg.	97.59	98.22	98.22	98.35	98.37