📚 node [[regularization]]

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
⥱ context
⥅ related node [[l1_regularization]]
⥅ related node [[l2_regularization]]
⥅ related node [[regularization_rate]]
⥅ related node [[ridge_regularization]]