The original AdaBoost ("adaptive boosting") algorithm is a binary classification technique (predicting a variable that has two possible values, such as the sex of a person). The AdaBoost.R2 ("AdaBoost ...

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.