Table 3:
Model evaluation based on different feature selection methods
| Feature selection methods | Accuracy | Precision | Sensitivity | Specificity | AUC |
|---|---|---|---|---|---|
| Statistic analyse | 0.872 | 0.851 | 0.930 | 0.800 | 0.926 |
| RF | 0.910 | 0.875 | 0.977 | 0.829 | 0.924 |
| XGBoost | 0.897 | 0.857 | 0.977 | 0.800 | 0.915 |