Understanding Model Calibration: A Gentle Introduction & Visual Exploration
Maja Pavlovic
Feb 11, 2025
“Calibration makes sure that a model’s estimated probabilities match real-world outcomes… if a weather forecasting model predicts a 70% chance of rain on several days, then roughly 70% of those days should actually be rainy…”