LASSO combines properties from both of those subset selection and ridge regression. This can make it ready to make explicable styles (like subset assortment), and be as stable as being a ridge regression. LASSO minimizes the residual sum of squares while constraining the sum of absolutely the values with the coefficients to generally be fewer than