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Updated: Jul 4, 2025

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
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基于等级树的组合方法用于单个样本的分类,具有基因表达特征.

Min Lu1, Ruijie Yin2, X Steven Chen3,4

  • 1Division of Biostatistics, Department of Public Health Sciences, Miller School of Medicine, University of Miami, 1120 NW 14th Street, Miami, FL, 33136, USA. m.lu6@umiami.edu.

Journal of translational medicine
|February 6, 2024
PubMed
概括

这项研究引入了使用基因表达数据进行疾病分类的集合等级树,改进了现有的方法,如最高得分对 (TSP) 以获得更复杂的模式.

关键词:
增强的提升 提高的提升决策树 决策树是一个决策树.组合学习学习 组合学习随机的森林随机的森林排名歧视者 排名歧视者单个样本预测器

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