calibration – Andrew Fairless, Ph.D.

Tag: calibration

What I Read: Model Calibration

By Andrew Fairless on June 2, 2025February 22, 2025

Understanding Model Calibration: A Gentle Introduction & Visual Exploration Maja PavlovicFeb 11, 2025 “Calibration makes sure that a model’s estimated probabilities match real-world outcomes… if a weather forecasting model predictsContinue readingWhat I Read: Model Calibration

What I Read: Estimating Model Performance

By Andrew Fairless on August 23, 2022July 18, 2022

https://pub.towardsai.net/estimating-model-performance-without-ground-truth-453b850dad9a Estimating Model Performance without Ground TruthIt’s possible, as long as you keep your probabilities calibratedMichał OleszakMay 12 “A model in production is like a baby: it needs to beContinue readingWhat I Read: Estimating Model Performance