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Glossary: ML in Production

CalibratedClassifierCV

Also written: FrozenEstimator, method="sigmoid", sigmoid calibration

scikit-learn tools for recalibration: `FrozenEstimator` marks a model as already trained, and `CalibratedClassifierCV` with `method="sigmoid"` fits only a logistic curve mapping scores to probabilities.

Where the book teaches it

Related terms

Recalibration