A newbie question here. I am currently performing a nonparametric regression using the np package in R. I have 7 features and using a brute force approach I identified the best 3. But, soon I will have many more than 7 features!
My question is what are the current best methods for feature selection for nonparametric regression. And which if any packages implement the methods. Thank you.