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ArborEnum: Decision Tree Rashomon Sets over Continuous Features

arXiv cs.LG ↗ · 2026-08-06 Cached

This paper introduces ArborEnum, the first algorithm to exactly enumerate decision-tree Rashomon sets over continuous features without binarization, along with relaxed and anytime approximations that achieve orders-of-magnitude speedups while preserving near-perfect recall.

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