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Learned Look-Ahead Splitting Rule for CART

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.16440v1 Announce Type: new Abstract: Classification and regression trees are typically constructed using a greedy splitting rule that maximizes the immediate reduction in prediction error at each node. Although this strategy is computationally efficient, it can miss splits that yield sma…

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  1. 2026-09-16 04:00 · arXiv stat.ML
    Learned Look-Ahead Splitting Rule for CART

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