表 3. The results of top ten features in four feature ranking.
四种特征排序前10维特征结果
| Feature ranking method (10) and classifier | 5-fold cross-validation (AUC) | 5-fold cross-validation (ACC) |
| AUC: Area under curve; ACC: Accuracy. | ||
| mRMR-RF | 0.9082 | 0.8235 |
| Relief-RF | 0.8725 | 0.8235 |
| Fisher-SVM | 0.8676 | 0.7794 |
| Wilcoxon-SVM | 0.8174 | 0.7206 |