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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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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Principais autores: Shah, Denis A., De Wolf, Erick D., Paul, Pierce A., Madden, Laurence V.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7993824/
https://ncbi.nlm.nih.gov/pubmed/33720929
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1008831
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