Gradient tree boosting with random output projections for multi-label classification and multi-output regression

Arnaud Joly, Louis Wehenkel, Pierre Geurts

In many applications of supervised learning, multiple classification or regression outputs have to be predicted jointly. We consider several extensions of gradient boosting to addr…