ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles

Brian Liu, Miaolan Xie, Haoyue Yang +1

ControlBurn is a Python package to construct feature-sparse tree ensembles that support nonlinear feature selection and interpretable machine learning. The algorithms in this packa…