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

Table 5

Results of Bernoulli Naive Bayes and Gaussian Naive Bayes in 8 dimensions.

Index	Bernoulli Naive Bayes	Gaussian Naive Bayes
Accuracy	0.987	0.951
Recall	0.903	0.904
False positive rate	0.00018	0.038
Precision	0.999	0.842
F-measure	0.949	0.872
Entropy	0.0007	0.1441
Time	12.5	15.2