Data Science, Machine Learning, Data Analytics, Knowledgebase Analytics, Regularization.
due to its ability to not only shrink the coefficients but to set some of them exactly to zero. This specific property of Lasso regression tends to render it as a viable tool for both regularization and feature selection. The loss function for Lasso regression can be formulated as: Lasso Formula