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Glossary: ML Basics

Cross-validation (k-fold)

Also written: cross-validation, CV, k-fold, k-fold cross-validation

Splits training rows into k folds, then trains and scores k times so each fold is the test part once. You report the mean score and its spread.

Where the book teaches it

Related terms

FoldStratifiedcross_val_scorecross_validate