Learn what residual standard deviation is, how to calculate it in regression analysis, and why it's crucial for measuring predictability and goodness-of-fit in data modeling.

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 ...