Network Intrusion Detection Method Based on PCA and Bayes Algorithm

Table 8

Cross-validation results.

	1	2	3	4	5	mean
10^−1	0.4308	0.8483	1.0000	0.9313	0.8050	0.8031
10^−2	0.4308	0.8483	1.0000	0.9313	0.8050	0.8031
10^−3	0.4422	0.8474	1.0000	0.9316	0.8053	0.8053
10^−4	0.5931	0.9124	1.0000	0.9505	0.8609	0.8634
10^−5	0.6170	0.9438	1.0000	0.9542	0.9021	0.8834
10^−6	0.6172	0.9439	1.0000	0.9542	0.9021	0.8834