Extracting Interpretable Models from Tree Ensembles: Computational and Statistical Perspectives
arXiv:2506.20114v5 Announce Type: replace-cross
Abstract: Tree ensembles are non-parametric methods widely recognized for their accuracy and ability to capture complex interactions. While these models excel at prediction, they are difficult to interpr…