regularization rate

Go back to the [[AI Glossary]]

A scalar value, represented as lambda, specifying the relative importance of the regularization function. The following simplified loss equation shows the regularization rate’s influence:

Raising the regularization rate reduces overfitting but may make the model less accurate.