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Accuracy in the prediction of disease epidemics when ensembling simple but highly correlated models

Ensembling combines the predictions made by individual component base models with the goal of achieving a predictive accuracy that is better than that of any one of the constituent member models. Diversity among the base models in terms of predictions is a crucial criterion in ensembling. However, t...

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Detalles Bibliográficos
Autores principales: Shah, Denis A., De Wolf, Erick D., Paul, Pierce A., Madden, Laurence V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7993824/
https://www.ncbi.nlm.nih.gov/pubmed/33720929
http://dx.doi.org/10.1371/journal.pcbi.1008831