A qualitatively analyzable two-stage ensemble model based on machine learning for credit risk early warning: Evidence from Chinese manufacturing companies.
Lu WangWenyao ZhangPublished in: Inf. Process. Manag. (2023)
Keyphrases
- early warning
- credit risk
- machine learning
- listed companies
- manufacturing companies
- credit risk evaluation
- evaluation method
- risk analysis
- credit scoring
- learning algorithm
- feature selection
- decision support system
- commercial banks
- financial data
- advanced technology
- financial crisis
- text classification
- decision trees
- quantitative analysis
- data mining
- fraud detection
- machine learning methods
- computer science
- financial markets
- knowledge discovery
- training data
- exchange rate
- evaluation model
- supply chain
- artificial intelligence
- data sources
- data analysis
- credit card
- statistical methods
- survival analysis
- text mining
- training set