AI glossary Models & Architecture
What is Overfitting?
← All glossary termsWhen a model memorizes training data and fails to generalize.
Explained
Overfitting occurs when a model learns training data too closely, including noise, and performs poorly on new data. Regularization, validation, and more data help prevent it.