Table 5 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 | |