Unlock: Calibration and Uncertainty Quantification

When a model says 70% confidence, is it right 70% of the time? Calibration measures the alignment between predicted probabilities and actual outcomes. Temperature scaling, Platt scaling, conformal prediction, and MC dropout provide practical tools for trustworthy uncertainty.