What is Elastic Net.

Elastic Net

It is a combination of ridge and lasso and has the best of both worlds. It is especially useful for:

• Small datasets or when number of columns is comparable to number of records
• Several features are strongly correlated and hence dropping the feature is not possible/preferable.