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Glossary: ML Beyond the Basics

Isotonic calibration

Also written: isotonic

Calibration with a flexible step function that only goes up, so it can fix any shape of distortion. It needs thousands of positives and its flat steps create tied scores, which hurt ranking here.

Where the book teaches it

Related terms

Platt scaling (sigmoid)Calibrated