non-parametric statistics

Here is a nice and easy to understand presentation on Random Forest by Killian Weinberger, a Professor at Cornell and expert on Deep Learning and Regression Trees. Unlike MARS, which produces value models, Random Forests is considered a "Black Box" method in the context of machine learning...