Research Article
Intrusion Detection for Network Based on Elite Clone Artificial Bee Colony and Back Propagation Neural Network
Table 3
The classification precision rate of the three BPNN on the water pipe test data.
| Precision (%) | ECABC-BPNN | PSO-BPNN | GA-BPNN |
| Normal | 99.999 | 99.999 | 99.999 | NMRI | 99.999 | 99.853 | 99.663 | CMRI | 99.071 | 98.670 | 98.311 | MSCI | 97.035 | 96.774 | 96.941 | MPCI | 99.999 | 99.999 | 99.353 | MFCI | 97.983 | 98.039 | 83.951 | DoS | 96.552 | 95.758 | 91.848 | Reconnaissance | 99.999 | 99.929 | 99.964 |
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