What is Elastic Net.

Elastic Net

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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.