Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
linear_model.Lasso(alpha=alpha) elif type == 'Ridge': model = linear_model.Ridge(alpha=alpha) elif type == 'Linear': model = linear_model.LinearRegression() else: return None fitted_model = model.fit(train_features, train_targets) predictions = fitted_model.predict(test_features) print('\n\n[' +