Research Article
A New Evolutionary-Incremental Framework for Feature Selection
Table 4
Comparison of the proposed evolutionary based feature selection algorithms for face recognition.
| | Method | Number of generations | Number of selected features | Accuracy of face recognition on set A (training) | Accuracy of face recognition on set A (test) | Time |
| | Variable length GA | 115 | 90 | 98% | 89% | 43 hours | | Evolutionary-incremental GA | 300 | 37 | 98% | 92% | 30 hours | | Evolutionary-incremental IWO | 530 | 25 | 98% | 93% | 28 hours |
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