Next-Depth Lookahead Tree
arXiv:2509.15143v1 Announce Type: new
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.
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.
Jaeho Lee, Kangjin Kim, Gyeong Taek Lee
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