Model Calibration

Why Your Calibrated Model Becomes Miscalibrated After Retraining

Your machine learning model produced well-calibrated probability estimates yesterday, but after retraining, its confidence scores no longer match reality. Learn why model calibration often degrades after retraining and how to build ML pipelines that maintain trustworthy probability predictions.