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Updated: Jan 14, 2026

Selecting Multiple Biomarker Subsets with Similarly Effective Binary Classification Performances
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Published on: October 11, 2018

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通过最大一致性和最小不确定性进行部分多标签特征选择的颗粒球导向歧义

Fankang Xu, Wenbin Qian, Wenhao Shu

    IEEE transactions on neural networks and learning systems
    |October 23, 2025
    PubMed
    概括

    这项研究引入了一种新的双阶段方法,用于部分多标签特征选择 (PMLFS),以改善使用噪音标签的多标签学习 (MLL). 该方法有效地消除了标签的模糊性,并通过探索本地数据结构来选择相关的特征.

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