Blocked Cross-Validation: A Precise and Efficient Method for Hyperparameter Tuning

Giovanni Maria Merola

Hyperparameter tuning plays a crucial role in optimizing the performance of predictive learners. Cross--validation (CV) is a widely adopted technique for estimating the error of di…