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Glossary: ML Beyond the Basics

Brier score

Also written: brier_score_loss

The mean squared difference between a predicted probability and the actual 0/1 outcome, where lower is better. It rewards well-calibrated probabilities.

Where the book teaches it

Related terms

CalibratedLog loss