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Glossary: ML Beyond the Basics

Resampling

Changing the training rows instead of their weights to handle imbalance, by oversampling or undersampling. Resample only training rows, and never validation or test rows.

Where the book teaches it

Related terms

Oversampling, undersamplingSMOTEClass weight