arXiv Open Access 2025

Next-Depth Lookahead Tree

Jaeho Lee Kangjin Kim Gyeong Taek Lee

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Abstrak

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.

Topik & Kata Kunci

stat.ML cs.LG

Penulis (3)

Jaeho Lee

Kangjin Kim

Gyeong Taek Lee

Format Sitasi

APA MLA BibTeX

Lee, J., Kim, K., Lee, G.T. (2025). Next-Depth Lookahead Tree. https://arxiv.org/abs/2509.15143

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓