Machine Learning, Linear Regression, Data Science, Artificial Intelligence.
convex. Thus, it will assign the same values to the regression coefficients if the corresponding features are highly correlated. This is called the grouping effect and solves the interpretability issue of Lasso. According to the empirical studies, after optimizing the regularization