Tag: treehfd

Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm arXiv:2510.24815v1 Announce Type: new Abstract: Tree ensembles have demonstrated state-of-the-art predictive performance across a wide range of problems involving tabular data. Nevertheless, the black-box nature of tree ensembles is a strong limitation, especially for applications with critical decisions at stake. The Hoeffding or ANOVA…