Table 2.
Model | AUC(CI) | Sensitivity | Specificity | PPV | NPV | Youden Index |
---|---|---|---|---|---|---|
Train set | ||||||
Tra_rad | 0.874(0.802-0.946) | 0.764 | 0.900 | 0.913 | 0.735 | 0.664 |
Deep_rad | 0.778(0.677-0.879) | 0.836 | 0.675 | 0.780 | 0.750 | 0.511 |
Final_rad | 0.923(0.865-0.980) | 0.964 | 0.800 | 0.869 | 0.941 | 0.764 |
Test set | ||||||
Tra_rad | 0.765( 0.678-0.853) |
0.941 | 0.590 | 0.667 | 0.920 | 0.531 |
Deep_rad | 0.652( 0.544-0.759) |
0.765 | 0.538 | 0.591 | 0.724 | 0.303 |
Final_rad | 0.842(0.762-0.923) | 0.941 | 0.744 | 0.762 | 0.935 | 0.685 |