An RKHS Perspective on Tree Ensembles

Mehdi Dagdoug, Clement Dombry, Jean-Jil Duchamps

Random Forests and Gradient Boosting are among the most effective algorithms for supervised learning on tabular data. Both belong to the class of tree-based ensemble methods, where…