Elastic Net, R, Data Science, Editors Pick, Thoughts And Theory.
Instead, the user specifies a range of lambdas and elastic net tries to determine the best one. Here, lambda completely controls the bias-variance tradeoff. If lambda is large, we regularize more and thereby create a low-bias/high-variance model. If lambda is 0, we regularize less and focus on