Random neighborhoods regression is essentially a variation of k-nearest neighbors regression. In regular k-nearest neighbors regression, to predict the target value y for an input vector x, you find ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random forest regression technique (and a variant called bagging regression), where the goal is to ...