Table 4.
The performance comparison of SVM and SVM-RFE algorithm on GEO data set.
| Measure | SVM | SVM-RFE |
|---|---|---|
| genes | 56 | 12 |
| Accuracy | 76.9231% | 78.4615% |
| Precision | 67.6471% | 73.5294% |
| Recall | 85.1852% | 83.3333% |
| F-score | 75.4098% | 73.5294% |
| AUC | 0.8080 | 0.8181 |
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