Glossary › Validation Set
Validation Set
A held-out subset of data used to tune hyperparameters and make modeling decisions during development. Distinct from the test set, which should be used only once to report final performance. If you use the test set to make decisions, you are effectively training on it and your reported metrics will be optimistic.