Advanced Machine Learning with R

Modeling and evaluation

We'll begin the modeling process of developing a classification algorithm to predict y. We'll conduct, in sequence, ridge regression, LASSO, and elastic net models, evaluating their performance as we go using the area under the curve and log-loss.