Research Article
Network Security Situation Prediction Model Based on EMD and ELPSO Optimized BiGRU Neural Network
Table 5
Wilcoxon rank test results of 8 algorithms.
| Dimension | ELPSO VS | p-value | + | ā | ā | |
| 10 | PSO | 0.005173 | 10 | 0 | 0 | Yes | MPSO | 0.007182 | 10 | 0 | 0 | Yes | QPSO | 0.006253 | 9 | 1 | 0 | Yes | IAP-PSO | 0.004179 | 10 | 0 | 0 | Yes | EIW-PSO | 0.005187 | 10 | 1 | 0 | Yes | CLPSO | 0.005462 | 10 | 0 | 0 | Yes | SRPSO | 0.005383 | 10 | 0 | 0 | Yes |
| 30 | PSO | 0.005875 | 10 | 0 | 0 | Yes | MPSO | 0.006217 | 10 | 1 | 0 | Yes | QPSO | 0.006348 | 10 | 0 | 0 | Yes | IAP-PSO | 0.005981 | 10 | 0 | 0 | Yes | EIW-PSO | 0.006312 | 10 | 0 | 0 | Yes | CLPSO | 0.005819 | 10 | 1 | 0 | Yes | SRPSO | 0.006416 | 10 | 0 | 0 | Yes |
| 50 | PSO | 0.005349 | 10 | 0 | 0 | Yes | MPSO | 0.007381 | 10 | 0 | 0 | Yes | QPSO | 0.006945 | 10 | 0 | 0 | Yes | IAP-PSO | 0.005946 | 10 | 0 | 0 | Yes | EIW-PSO | 0.006218 | 10 | 1 | 0 | Yes | CLPSO | 0.006325 | 10 | 0 | 0 | Yes | SRPSO | 0.005419 | 10 | 0 | 0 | Yes |
|
|