Data Science, Regularization, Machine Learning, Editors Pick, Hands On Tutorials.
model has a small number of features stand out, i.e., have high coefficients, while the rest of the features have coefficients that are negligible. In this case Lasso will pick on the dominant features and shrink the coefficients of the other features to zero. Use Ridge Regression when … Your model