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A Bayesian Modelling Approach with Balancing Informative Prior for Analysing Imbalanced Data

When a dataset is imbalanced, the prediction of the scarcely-sampled subpopulation can be over-influenced by the population contributing to the majority of the data. The aim of this study was to develop a Bayesian modelling approach with balancing informative prior so that the influence of imbalance...

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Publicado en:PLoS One
Autores principales: Klein, Kerenaftali, Hennig, Stefanie, Paul, Sanjoy Ketan
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC4829197/
https://ncbi.nlm.nih.gov/pubmed/27070549
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0152700
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