Convergence Rates of Oblique Regression Trees for Flexible Function Libraries

Matias D. Cattaneo, Rajita Chandak, Jason M. Klusowski

We develop a theoretical framework for the analysis of oblique decision trees, where the splits at each decision node occur at linear combinations of the covariates (as opposed to…