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News/Ternary Decision Trees with Locally-Adaptive Uncertainty Zones
arxiv
PublishedJune 4, 2026 at 4:00 AM
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Ternary Decision Trees with Locally-Adaptive Uncertainty Zones

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arXiv:2605.22740v2 Announce Type: replace Abstract: Decision trees assign identical confidence to instances near and far from each split threshold. We introduce ternary decision trees, which augment each split node with an uncertainty zone of half-width delta. A decision-theoretic framework characte

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