Is Cross-Validation the Gold Standard to Evaluate Model Performance?

Garud Iyengar, Henry Lam, Tianyu Wang

Cross-Validation (CV) is the default choice for evaluating the performance of machine learning models. Despite its wide usage, their statistical benefits have remained half-underst…