Research Article
Cultural Emperor Penguin Optimizer and Its Application for Face Recognition
Table 7
Comparison of mean and standard deviation of parameter on ORL face database among nine optimization algorithms.
| Algorithms | Penalty parameter | Kernel parameter | Mean | Std | Mean | Std |
| MFO | 18.3921 | 4.7817 | 0.0965 | 0.1143 | GWO | 19.0418 | 5.1526 | 0.0883 | 0.1277 | PSO | 26.1129 | 6.4990 | 0.1620 | 0.2563 | GA | 27.5823 | 8.0652 | 0.1953 | 0.2497 | CA | 19.9301 | 3.9721 | 0.0827 | 0.1683 | EPO | 22.2801 | 6.2076 | 0.1198 | 0.1762 | CEPO | 14.3873 | 2.0187 | 0.0121 | 0.0098 | CFA | 16.2265 | 4.1552 | 0.0573 | 0.0829 | EPSEO | 15.7192 | 3.5228 | 0.0525 | 0.0701 |
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