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Graph Random Forest: A Graph Embedded Algorithm for Identifying Highly Connected Important Features

Random Forest (RF) is a widely used machine learning method with good performance on classification and regression tasks. It works well under low sample size situations, which benefits applications in the field of biology. For example, gene expression data often involve much larger numbers of featur...

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Detalles Bibliográficos
Autores principales: Tian, Leqi, Wu, Wenbin, Yu, Tianwei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10377046/
https://www.ncbi.nlm.nih.gov/pubmed/37509188
http://dx.doi.org/10.3390/biom13071153

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