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arXiv stat.ML · Papers

A Bregman Perspective on Classification and Regression Trees

arXiv:2606.13984v2 Announce Type: replace Abstract: Classification and Regression Trees (CART) constitute one of the most influential paradigms in statistical learning. Although a variety of impurity measures have been proposed for different statistical models, these criteria are typically introduced on a case-by-case