Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
model targets :param type: type of model to fit (Linear with OLS, Lasso and Ridge Regularizations) :param alpha: regularization penalty """ train_features, test_features, train_targets, test_targets = train_test_split(features, targets, test_size=0.2, random_state=123) if type == 'Lasso': model =