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Glossary: ML Beyond the Basics

Oversampling, undersampling

Also written: oversampling, undersampling

Resampling methods: oversampling repeats rare-class rows, and undersampling drops common-class rows. Do either on training rows only, inside each fold.

Where the book teaches it

Related terms

ResamplingSMOTE