Machine learning models and bankruptcy prediction

•Machine learning models show improved bankruptcy prediction accuracy over traditional models.•Various models were tested using different accuracy metrics.•Boosting, bagging, and random forest models provide better results. There has been intensive research from academics and practitioners regarding...

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Veröffentlicht in:Expert systems with applications 2017-10, Vol.83, p.405-417
Hauptverfasser: Barboza, Flavio, Kimura, Herbert, Altman, Edward
Format: Artikel
Sprache:eng
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