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The performance comparison of SVM-RFE-GS, SVM-RFE-PSO, and SVM-RFE-GA algorithm on GEO data set.
| Measure | SVM-RFE-GS | SVM-RFE-PSO | SVM-RFE-GA |
|---|---|---|---|
| genes | 8 | 8 | 8 |
| Accuracy | 78.4615% | 81.5385% | 76.9231% |
| Precision | 73.5294% | 79.4118% | 70.5882% |
| Recall | 83.3333% | 84.3750% | 82.7586% |
| F-score | 78.125% | 81.8182% | 76.1905% |
| AUC | 0.7686 | 0.8589 | 0.7605 |
