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Undersampling bankruptcy prediction: Taiwan bankruptcy data

Machine learning models have increasingly been used in bankruptcy prediction. However, the observed historical data of bankrupt companies are often affected by data imbalance, which causes incorrect prediction, resulting in substantial economic losses. Many studies have proposed the insolvency imbal...

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Detalles Bibliográficos
Autores principales: Wang, Haoming, Liu, Xiangdong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248686/
https://www.ncbi.nlm.nih.gov/pubmed/34197533
http://dx.doi.org/10.1371/journal.pone.0254030