Python, Ridge Regression, Lasso Regression, Elastic Net, Regularization.
unnecessary features cannot be removed from the model. On the other hand, if you think most of the features in the model are useful, ridge regression becomes a more suitable model. In the lasso case; Squared sum of residuals with different lambda values in lasso penalty. Image by the author. As the