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On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19

Since the seminal paper by Bates and Granger in 1969, a vast number of ensemble methods that combine different base regressors to generate a unique one have been proposed in the literature. The so-obtained regressor method may have better accuracy than its components, but at the same time it may ove...

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Detalles Bibliográficos
Autores principales: Benítez-Peña, Sandra, Carrizosa, Emilio, Guerrero, Vanesa, Jiménez-Gamero, M. Dolores, Martín-Barragán, Belén, Molero-Río, Cristina, Ramírez-Cobo, Pepa, Romero Morales, Dolores, Sillero-Denamiel, M. Remedios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier B.V. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9759092/
https://www.ncbi.nlm.nih.gov/pubmed/36569384
http://dx.doi.org/10.1016/j.ejor.2021.04.016