LassoRegression.md (453B)
1 # Lasso Regression (Least absolute shrinkage and selection operator regression) 2 3 ML D3 4 5 **Definition:** Lasso regression is another form of linear regression that adds a regularization term to the loss function but weights it different than ridge regression. 6 7 The main difference between this and ridge is that ridge scales coeficients consistently whereas this does not. As such, often it outputs a sparse model which scales certain coeficcients to 0.