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Glossary: ML Basics

class_weight

Also written: class_weight="balanced"

A model setting that makes rare-class rows count more during training. It distorts predicted probabilities and rarely improves ranking, so choosing a threshold is usually clearer.

Where the book teaches it

Related terms

ThresholdImbalanced classes