Data Science, Machine Learning, Data Analytics, Knowledgebase Analytics, Regularization.
and L2 regularization, Elastic Net emerges as a compelling choice. It introduces a penalty that is a blend of L1 and L2 regularization, allowing the model to inherit the feature selection capabilities of Lasso while retaining the stability in coefficient estimation from Ridge. The Blend of L1 and