Data Science, Machine Learning, Regression, Data Analysis, Statistics.
penalty across all coefficients. Understanding the Data:Have a strong understanding of the data and the problem context. This knowledge can guide the choice between Lasso, Ridge, and Elastic Net. Interpreting Models Carefully: When using Lasso or Elastic Net for feature selection, consider domain