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Glossary: ML Beyond the Basics

Hyperparameter

Also written: hyperparameters

A setting you choose before training, such as the number of trees or leaf size, rather than something the model learns. Optuna searches for good ones.

Where the book teaches it

Related terms

OptunaNested validation