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CGUFS:用于基因表达数据的集群引导的无监督特征选择算法.

Zhaozhao Xu1, Fangyuan Yang2, Hong Wang2

  • 1School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan 454000, China.

Journal of King Saud University. Computer and information sciences
|April 3, 2024
PubMed
概括

这项研究引入了一种新的集群引导的无监督特征选择 (CGUFS) 算法,用于高维基因表达数据. CGUFS有效地处理特征冗余并确定最佳特征子集,在分类准确性方面表现优于现有方法.

关键词:
以集群为指导的集群是指导性的.基因表达数据 基因表达数据频谱聚类是指光谱的聚类.没有监督的特征选择选择.这意味着k-means.

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