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Large Unbalanced Credit Scoring Using Lasso-Logistic Regression Ensemble

Recently, various ensemble learning methods with different base classifiers have been proposed for credit scoring problems. However, for various reasons, there has been little research using logistic regression as the base classifier. In this paper, given large unbalanced data, we consider the plaus...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Wang, Hong, Xu, Qingsong, Zhou, Lifeng
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4338292/
https://ncbi.nlm.nih.gov/pubmed/25706988
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0117844
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