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arXiv cs.LG·

From Rashomon Theory to PRAXIS: Efficient Decision Tree Rashomon Sets

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In three linesPRAXIS is an algorithm that efficiently computes Rashomon sets (sets of near-optimal models) for sparse decision trees. The approach drastically reduces memory and runtime while recovering most of the full set. Code available on GitHub.
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