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The specificity, sensitivity, AUC, PPV, NPV and F1 score of the validate set in 5-year cohort, respectively
| 5-year cohort | |||
|---|---|---|---|
| Random forest | Logistics regression | ||
| Validate set | Specificity | 0.765 (0.708–0.814) | 0.833 (0.782–0.875) |
| Sensitivity | 0.812 (0.757–0.857) | 0.376 (0.316–0.440) | |
| AUC (95% CI) | 0.779 (0.613–0.945) | 0.619 (0.572–0.666) | |
| PPV | 0.766 | 0.681 | |
| NPV | 0.811 | 0.585 | |
| F1 score | 0.788 | 0.484 | |
