Research Article
Feature-Weighted Naive Bayesian Classifier for Wireless Network Intrusion Detection
Table 3
Comparison of detection performance (%) before and after algorithm improvement.
| Algorithm | Normal | DoS | Probe | R2L | U2R |
| JINB Acc | 94.69 | 98.96 | 99.18 | 95.8 | 99.95 | NB Acc | 91.48 | 87.57 | 97.19 | 95.91 | 98.04 | JINB DR | 94.38 | 98.46 | 82.29 | 8.32 | 13.62 | NB DR | 87.38 | 84.99 | 65.73 | 1.83 | 1.17 | JINB FAR | 2.86 | 0.72 | 0.58 | 1.09 | 0.09 | NB FAR | 5.14 | 3.58 | 2.25 | 4.71 | 1.11 | JINB MAR | 1.37 | 0.86 | 0.95 | 5.17 | 11.63 | NB MAR | 4.06 | 1.35 | 2.51 | 8.23 | 14.39 |
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