Optimal Hold-Out Size in Cross-Validation

Kenichiro McAlinn, Kōsaku Takanashi

Cross-validation (CV) is routinely used across the sciences to select models and tune parameters, and the resulting choices are often interpreted as substantive scientific conclusi…