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Multi-Label Feature Selection Combining Three Types of Conditional Relevance

With the rapid growth of the Internet, the curse of dimensionality caused by massive multi-label data has attracted extensive attention. Feature selection plays an indispensable role in dimensionality reduction processing. Many researchers have focused on this subject based on information theory. He...

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Principais autores: Lingbo Gao, Yiqiang Wang, Yonghao Li, Ping Zhang, Liang Hu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-12-01
coleção:Entropy
Assuntos:
feature selection
information theory
feature relevance
label-related feature redundancy
conditional relevance
Acesso em linha:https://www.mdpi.com/1099-4300/23/12/1617
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