Nested ensemble selection: An effective hybrid feature selection method

It has been shown that while feature selection algorithms are able to distinguish between relevant and irrelevant features, they fail to differentiate between relevant and redundant and correlated features. To address this issue, we propose a highly effective approach, called Nested Ensemble Selecti...

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Detalles Bibliográficos
Autores principales: Kamalov, Firuz, Sulieman, Hana, Moussa, Sherif, Reyes, Jorge Avante, Safaraliev, Murodbek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558945/
https://www.ncbi.nlm.nih.gov/pubmed/37809839
http://dx.doi.org/10.1016/j.heliyon.2023.e19686

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10558945/
https://www.ncbi.nlm.nih.gov/pubmed/37809839
http://dx.doi.org/10.1016/j.heliyon.2023.e19686

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