What is Cross Validation?
Updated May 17, 2026
Short answer
Cross-validation evaluates model stability across multiple folds.
Deep explanation
It reduces variance in performance estimates and improves hyperparameter tuning.
Real-world example
Banks validate risk models before deployment.
Common mistakes
- Data leakage across folds.
Follow-up questions
- What is k-fold validation?
- Why use stratification?