Regression, Ridge Regression In R, Regularization, Elastic Net, Ridge Regression.
Standardize the Predictor Variables Next, we must standardize the predictor variables to have mean zero and unit variance. This is important for ridge regression because it ensures that the penalty term is applied equally to all the coefficients. We can use the scale function to do this. Ridge