Research Article
Network Security Situation Prediction Model Based on EMD and ELPSO Optimized BiGRU Neural Network
Table 4
T test and Friedman test results of 8 algorithms.
| | | | | | | | | | | | | | | | Rank mean |
| | PSO | + | + | + | + | + | + | + | + | = | = | = | + | 9/3/0 | 3.17 | | MPSO | + | + | + | = | + | = | + | = | + | = | − | + | 7/4/1 | 3.08 | | QPSO | + | + | + | = | + | = | = | = | = | − | − | = | 4/6/2 | 1.96 | | IAP-PSO | = | + | + | + | + | + | + | + | = | = | = | + | 5/4/1 | 2.51 | | EIW-PSO | + | = | + | + | + | = | + | = | + | = | − | + | 8/3/2 | 2.87 | | CLPSO | + | + | = | = | + | = | = | = | = | − | − | = | 6/4/3 | 2.69 | | SRPSO | + | + | + | + | = | + | = | + | = | = | = | + | 7/2/9 | 1.87 | | ELPSO | | | | | | | | | | | | | | 1.79 |
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