LASSO (L1) Vs Ridge (L2) Vs Elastic Net Regularization For Classification Model

Choosing among LASSO, Ridge, and Elastic Net Regularization by comparing their performances

Amy @GrabNGoInfo
Towards AI
Published in
12 min readMay 8, 2022

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LASSO (L1) Vs Ridge (L2) Vs Elastic Net Regularization For Classification Model. Choosing among LASSO, Ridge, and Elastic Net Regularization by comparing their performances.
Photo by NordWood Themes on Unsplash

LASSO (Least Absolute Shrinkage and Selection Operator) is also called L1 regularization, and Ridge is also called L2 regularization. Elastic Net is the combination of LASSO and…

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