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coefficients will change depending on which level gets dropped — undesirable. We still need to set the hyperparameters λ and α. The simplest approach is to use grid search for α (because it’s between 0 and 1, it’s simple to do evenly spaced intervals) and k-fold cross-validation for λ. Specific