The AdaBoost.R2 regression algorithm has not received as much research attention as other tree-based regression ensemble techniques such as random forest regression, and gradient boosting regression.

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the AdaBoost.R2 algorithm for regression problems (where the goal is to predict a single numeric value). The ...