Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the random neighborhoods regression technique, where the goal is to predict a single numeric value. Compared ...

The nearest neighbor problem asks where a new point fits into an existing data set. A few researchers set out to prove that there was no universal way to solve it. Instead, they found such a way. If ...

The goal of a machine learning regression problem is to predict a single numeric value. There are roughly a dozen different regression techniques such as linear regression, k-nearest neighbors ...