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Glossary: ML Basics

Group leakage

Also written: GroupShuffleSplit

Leakage when rows from the same group, such as one café's weeks, land on both sides of a split. Keep each group on one side with GroupShuffleSplit or GroupKFold.

Where the book teaches it

Related terms

Data leakageGroupKFold