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Next-Depth Lookahead Tree

Published 18 Sep 2025 in stat.ML and cs.LG | (2509.15143v1)

Abstract: This paper proposes the Next-Depth Lookahead Tree (NDLT), a single-tree model designed to improve performance by evaluating node splits not only at the node being optimized but also by evaluating the quality of the next depth level.

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