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Glossary: ML Beyond the Basics

Platt scaling (sigmoid)

Also written: sigmoid calibration, Platt scaling

Calibration that fits a small logistic regression mapping a model's scores to probabilities. With only two numbers to learn it needs little data and keeps the ranking unchanged.

Where the book teaches it

Related terms

Isotonic calibrationCalibrated