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Application of bayesian additive regression trees in the development of credit scoring models in Brazil

Paper aims This paper presents a comparison of the performances of the Bayesian additive regression trees (BART), Random Forest (RF) and the logistic regression model (LRM) for the development of credit scoring models. Originality It is not usual the use of BART methodology for the analysis of cre...

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Detalhes bibliográficos
Publicado no:Production
Main Authors: Daniel Alves de Brito, Rinaldo Artes
Formato: Artigo
Idioma:Inglês
Publicado em: Associação Brasileira de Engenharia de Produção 2018
Assuntos:
Acesso em linha:https://www.redalyc.org/articulo.oa?id=396754754010
https://www.redalyc.org/journal/3967/396754754010/
https://www.redalyc.org/journal/3967/396754754010/html/
https://www.redalyc.org/journal/3967/396754754010/396754754010.epub
https://www.redalyc.org/journal/3967/396754754010/movil
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