Python, Ridge Regression, Lasso Regression, Elastic Net, Regularization.
figure. The point that provides the minimum total residual values can be seen from the graph. It is located in an area far from 0 slope level. Squared sum of residuals of simple linear regression. Image by the author. If we repeat the same thing by including the ridge penalty; Squared sum of