A Hybrid Approach for Predicting Corporate Financial Risk: Integrating SMOTE-ENN and NGBoost

A Hybrid Approach for Predicting Corporate Financial Risk: Integrating SMOTE-ENN and NGBoost

The financial condition of an enterprise is a critical factor in determining its viability and long-term prospects, and it also directly affects the interests of stakeholders such as investors and creditors. So extra attention is needed to evaluate and forecast the financial risk of an enterprise. T...

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Bibliographic Details
Main Authors: Yikun Zhu, Yanrong Hu, Qingyang Liu, Hongjiu Liu, Chunxin Ma, Jianxin Yin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Financial risk
listed company
natural gradient boosting
SMOTE-ENN
Online Access:https://ieeexplore.ieee.org/document/10275791/

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