Machine Learning, Linear Regression, Ridge Regression, Lasso Regression, Genomics.
we just randomly select the hyperparameters (alpha, l1_ratio). We do not know if that is the best combination. We will use grid search. The different combinations will be run in combination with cross-validation. We use a subset because is quite computationally expensive. from numpy import arange