SMOTE algorithm optimization and application in corporate credit risk prediction with diversification strategy consideration

SMOTE algorithm optimization and application in corporate credit risk prediction with diversification strategy consideration

Abstract Against the backdrop of dynamic transformations in the financial sector and prominent corporate diversification trends, credit risk prediction becomes significantly more challenging. On one hand, this study focuses on optimizing the Synthetic Minority Over-Sampling Technique (SMOTE) algorit...

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Bibliographic Details
Main Author: Han Wei
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Financial sector
Corporate diversification
SMOTE algorithm
Credit risk
Risk monitoring
Online Access:https://doi.org/10.1038/s41598-025-09173-x
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https://doi.org/10.1038/s41598-025-09173-x

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