Chapter 7 Multivariate Adaptive Regression Splines (MARS)

Lineal models	Nonlinear models
If you know a priori the nature of a nonlinear relation you could manually adapt the model to take in consideration the nonlinear patters by including polynomial terms or step functions	The model would find the important nonlinear interactions present in the data