Glossary · Evaluation and safety

Model Calibration

probability calibration

Model Calibration

The agreement between predicted probabilities and observed frequencies of the outcome.

A discriminating but miscalibrated model gives the right ranking and the wrong number, which is unsafe when the number drives a decision.