TABLE 3.
Predictive Performance Before and After Retraining
Validation Step | Area Under the Receiver Operating Characteristic Curve | Calibration Intercept | Calibration Slope | Calibration Loss |
---|---|---|---|---|
External validation before retraining | 0.72 (0.67–0.76) | –0.09 (–0.3 to 0.12) | 1.0 (0.72–1.28) | 0.01 |
Temporal validation 1 | 0.79 (0.76–0.82) | 0.07 (–0.14 to 0.29) | 0.95 (0.73–1.17) | 0.01 |
Temporal validation 2 | 0.79 (0.76–0.83) | –0.0 (–0.22 to 0.21) | 1.02 (0.78–1.26) | 0.01 |
Validation after retraining | 0.79 (0.75–0.82) | –0.03 (–0.24 to 0.19) | 0.99 (0.77–1.21) | 0.01 |