📕 subnode [[@KGBicheno/regularization]]
in 📚 node [[regularization]]
📓
garden/KGBicheno/Artificial Intelligence/Introduction to AI/Week 3 - Introduction/Definitions/Regularization.md by @KGBicheno
regularization
Go back to the [[AI Glossary]]
The penalty on a model's complexity. Regularization helps prevent overfitting. Different kinds of regularization include:
L1 regularization
L2 regularization
dropout regularization
early stopping (this is not a formal regularization method, but can effectively limit overfitting)
📖 stoas
- public document at doc.anagora.org/regularization
- video call at meet.jit.si/regularization