Research Article
Cultural Emperor Penguin Optimizer and Its Application for Face Recognition
Table 5
Average recognition rates (%) obtained by nine models on four databases.
| | Average recognition rate (%) | Database | | YALE | ORL | UMIST | FERET |
| | MFO-SVM | 96.6 | 96.8 | 98.0 | 97.7 | | GWO-SVM | 97.1 | 97.0 | 96.5 | 98.2 | | PSO-SVM | 96.9 | 96.5 | 97.1 | 97.2 | | GA-SVM | 97.4 | 97.5 | 97.6 | 97.4 | | EPO-SVM | 97.6 | 97.2 | 97.9 | 97.6 | | CA-SVM | 97.8 | 97.4 | 97.7 | 97.4 | | CEPO-SVM | 98.1 | 97.8 | 98.4 | 98.5 | | CFA-SVM | 97.9 | 97.7 | 98.3 | 98.3 | | EPSEO-SVM | 97.7 | 97.6 | 98.1 | 98.0 |
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