On Hyperparameter Tuning on the Test Set.

arXiv:2610.05902v1 Announce Type: cross Abstract: "Don't tune hyperparameters on the test set" is often stated in machine learning textbooks. Violating it is considered a cardinal sin that produces misleadingly optimistic results, corrupts benchmark integrity,