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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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Detalles Bibliográficos
Autores principales: Wang, Hong, Xu, Qingsong, Zhou, Lifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4338292/
https://www.ncbi.nlm.nih.gov/pubmed/25706988
http://dx.doi.org/10.1371/journal.pone.0117844