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Glossary: ML Beyond the Basics

Ties go to the simpler model

Also written: tie rule

A decision rule: a more complex model replaces a simpler one only if the paired bootstrap interval for the gain is entirely above zero. Otherwise you keep the simpler model.

Where the book teaches it

Related terms

Paired bootstrapEnsemble