Table 2.
AUC, accuracy, sensitivity, specificity, and F1 values of the different models in the test set.
| Models | Accuracy | Sensitivity | Specificity | F1 score | AUC | 95% CI |
|---|---|---|---|---|---|---|
| GBDT | 0.854 | 0.853 | 0.857 | 0.892 | 0.836 | 0.785–0.873 |
| XGBoost | 0.771 | 0.824 | 0.643 | 0.836 | 0.803 | 0.736–0.837 |
| RF | 0.792 | 0.824 | 0.714 | 0.849 | 0.830 | 0.792–0.868 |