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Glossary: ML Beyond the Basics

ALE plot (accumulated local effects)

Also written: ALE plots, accumulated local effects

A plot of a feature's effect that compares only nearby, realistic values instead of inventing impossible rows. It is an alternative to partial dependence when features are correlated.

Where the book teaches it

Related terms

Partial dependence