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The data sampling effect on financial distress prediction by single and ensemble learning techniques

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Publication:6107618
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DOI10.1080/03610926.2021.1992439OpenAlexW3207400467MaRDI QIDQ6107618

Chih-Fong Tsai, Unnamed Author, Unnamed Author

Publication date: 3 July 2023

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2021.1992439


zbMATH Keywords

data miningdata samplingmachine learningclass imbalancefinancial distress prediction


Mathematics Subject Classification ID

Statistics (62-XX)


Related Items (1)

Data-driven decision model based on local two-stage weighted ensemble learning




Cites Work

  • Bankruptcy prediction in banks and firms via statistical and intelligent techniques -- a review




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