Data Science, Machine Learning, Data Analytics, Knowledgebase Analytics, Regularization.
out. Elastic Net, with its hybrid shape, allows the green dot to sometimes align with an axis (zeroing some coefficients) while elsewhere merely shrinking them. Lastly, interpret the model coefficients with caution. The coefficients of a regularized linear regression model can be biased, especially