Glossary · Phase 3 · Machine learning
Overfitting
When a model memorizes its training examples, including their noise, and does worse on new data.
Learn it properly
Overfitting and underfitting · Memorizing versus learning. About 25 minutes.
Other terms from the same lesson
- underfitting: When a model is too simple to capture the pattern, so it does badly even on training data.