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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Detalles Bibliográficos
Autores principales: Klein, Kerenaftali, Hennig, Stefanie, Paul, Sanjoy Ketan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4829197/
https://www.ncbi.nlm.nih.gov/pubmed/27070549
http://dx.doi.org/10.1371/journal.pone.0152700

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4829197/
https://www.ncbi.nlm.nih.gov/pubmed/27070549
http://dx.doi.org/10.1371/journal.pone.0152700

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