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Glossary: ML Beyond the Basics

ICE curve

Also written: ICE curves, individual conditional expectation

A curve per subscriber showing how that person's prediction changes as one feature varies. It reveals whether an effect is the same for everyone.

Where the book teaches it

Related terms

Partial dependence