Research Article
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 |
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