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Glossary: ML Beyond the Basics

Held-out set

Also written: held-out, stop months

Rows kept out of fitting so they can judge or steer a model. Use one set for decisions such as early stopping and a different one for the final verdict, or the verdict is optimistic.

Where the book teaches it

Related terms

Early stoppingDevelopment data