In regular k-nearest neighbors regression, to predict the target value y for an input vector x, you find the k-nearest training items to x and then calculate and return the average of the y values ...

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of k-nearest neighbors regression to predict a single numeric value. Compared to other machine learning ...