Machine Learning, Programming, Data Science, Statistics, Technology.
solves overfitting easy to understand improves model interpretability Cons decreases the variance of the model less compared to Ridge Regression Lasso Regression shrinks the coefficient estimates towards zero and even forces some of these coefficients to be exactly equal to zero when the tuning