Understanding Model Calibration -- A gentle introduction and visual exploration of calibration and the expected calibration error (ECE)

Maja Pavlovic

To be considered reliable, a model must be calibrated so that its confidence in each decision closely reflects its true outcome. In this blogpost we'll take a look at the most comm…