Research Article
A Neighbor Prototype Selection Method Based on CCHPSO for Intrusion Detection
Table 6
Experimental results with the public datasets when Kā=ā5 (%).
| Datasets | Methods | Training acc | Testing acc | DR | FPR | Rrate |
| Kdd | CCHPSO | 96.46 | 95.89 | 98.51 | 4.75 | 88.75 | No selection | 97.21 | 95.96 | 98.32 | 4 | 0 | No weighting | 96.05 | 95.47 | 98.02 | 5 | 89.41 | Nsl | CCHPSO | 92.53 | 88.91 | 96.42 | 10.5 | 82.32 | No selection | 96.51 | 94.63 | 98.23 | 10 | 0 | No weighting | 93.37 | 90.00 | 96.85 | 8.25 | 82.65 |
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