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Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models

Ensembles are a well established machine learning paradigm, leading to accurate and robust models, predominantly applied to predictive modeling tasks. Ensemble models comprise a finite set of diverse predictive models whose combined output is expected to yield an improved predictive performance as c...

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Detalles Bibliográficos
Autores principales: Simidjievski, Nikola, Todorovski, Ljupčo, Džeroski, Sašo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4831761/
https://www.ncbi.nlm.nih.gov/pubmed/27078633
http://dx.doi.org/10.1371/journal.pone.0153507