Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
the best hyperparameters, what is left is to use the test set to measure the error. # Perform regression for each method results = [] methods = [ (Ridge(), ridge_params), (Lasso(), lasso_params), (ElasticNet(), elastic_params) ] for method, params in methods: best_params, mse =