Table 3.
Situation | Most common recommendation |
---|---|
Changes in outcome prevalence, similar volumes of training and updating data | Intercept correction |
Changes in case mix, similar volumes of training and updating data | No updating or recalibration |
Changes in predictor-outcome associations, regardless of sample sizes | Refit the model |
Updating set substantially larger than training set | Refit the model |