Predictions, Lasso Regression, Model Averaging, Spline Regression, Crossvalidation.
Friedman in 1991. The method is a nonparametric regression technique that combines both regression splines and model selection methods. PROC ADAPTIVEREG fits MARS and supports models with classification variables and offers options for improving modeling speed. It creates an overfitted model first