Business Failure Prediction Based on a Cost-Sensitive Extreme Gradient Boosting Machine

Business Failure Prediction Based on a Cost-Sensitive Extreme Gradient Boosting Machine

Business failure prediction is very important for the sustainable development of enterprises. Machine learning algorithms, especially ensemble algorithms, have shown great economic benefits in enterprise financial early warning. However, the highly imbalanced class distribution of financial risk dat...

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Bibliographic Details
Main Authors: Yao Zou, Changchun Gao, Han Gao
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Business failure prediction
XGBoost
cost-sensitive
interpretability
Online Access:https://ieeexplore.ieee.org/document/9760439/

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