Definition
A regularization technique that adds the sum of the squares of the model's weight coefficients as a penalty term to the loss function, preventing excessively large weight values.
In short: A regularization technique that adds the sum of the squares of the model's weight coefficients as a penalty term to the loss function, preventing excessively large weight values.