Output Calibration & Recalibration

Recalibrate model outputs per group. Learn Platt scaling, isotonic regression, group-conditional recalibration, the link to threshold optimisation, the order-of-operations question (recalibrate before or after threshold), and the calibration drift dashboard that catches degradation early.