Network Intrusion Detection Method Based on PCA and Bayes Algorithm

Table 4

Comparison of effects of classifiers commonly used.

Classifier	KNN	GNB	SVM	GBDT
Detection time (s)	2888.12	1.42	36939.30	171.95
Detection rate	0.9332	0.8328	0.8992	0.9355