Cross-Validation — Glossary

cross_validation

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Definition

Model evaluation by rotating train/test folds: train on N−1 folds, validate on the held-out fold, average the metrics. Reduces dependence on one lucky split.

Examples

5-fold CV reports mean R² ± spread.

Related terms

Cross-Validation Splits Validation/Test Size