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Application of Entropy Ensemble Filter in Neural Network Forecasts of Tropical Pacific Sea Surface Temperatures

Recently, the Entropy Ensemble Filter (EEF) method was proposed to mitigate the computational cost of the Bootstrap AGGregatING (bagging) method. This method uses the most informative training data sets in the model ensemble rather than all ensemble members created by the conventional bagging. In th...

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Detalles Bibliográficos
Autores principales: Foroozand, Hossein, Radić, Valentina, Weijs, Steven V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512722/
https://www.ncbi.nlm.nih.gov/pubmed/33265298
http://dx.doi.org/10.3390/e20030207