You are predicting the amount of loss given the default on a loan using 125 predictor variables. You would like to fit a model with the least number of predictors. Which type of model would you select?

A) Elastic net Regression

B) Standard Ordinary Least Squares Regression

C) Ridge Regression

D) LASSO Regression