Research Article

A Bayesian Classification Intrusion Detection Method Based on the Fusion of PCA and LDA

Table 7

Comparison of other algorithms with PCA-LDA-BC.

Classification typeAccuracy (%)

Logistic regression78.5
SVM82.0
SVM (kernel function)90.7
PCA-LDA-BC96.0