LASSO brings together properties from the two subset collection and ridge regression. This can make it capable to make explicable models (like subset choice), and be as steady for a ridge regression. LASSO minimizes the residual sum of squares though constraining the sum of the absolute values from the coefficients for being below a specified frequ