Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
fit_model(features, targets, type='Ridge', alpha=15) You can confirm that for Lasso the variance first gets worse but then gradually gets better and stabilizes around lambda equal to 15. At that point, Lasso dropped squirrels from the model and the overall variance is significantly lower when