Learned Look-Ahead Splitting Rule for CART
A look-ahead tree-building method that evaluates each candidate split by the prediction error reduction achieved after growing a conventional CART subtree below that split, and a smart look-ahead algorithm that learns downstream split values using node-level features are described.
Andrew Gao, Tian-Li Liu, Rui-Chen Han et al.
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