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Glossary: ML Beyond the Basics

Partial dependence

Also written: partial_dependence, PDP

The average prediction as one feature is set to each value on a grid for every row. It shows, for example, how risk changes with `skip_share`, but it can invent impossible rows when features are correlated.

Where the book teaches it

Related terms

ICE curveALE plot (accumulated local effects)