Skip to content

Glossary: ML Beyond the Basics

CalibratedClassifierCV

A scikit-learn class that learns a mapping from a model's scores to calibrated probabilities (sigmoid, isotonic or temperature). Pair it with `FrozenEstimator` to calibrate a model that is already trained.

Where the book teaches it

Related terms

FrozenEstimatorPlatt scaling (sigmoid)Isotonic calibration