Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms.
Armando VieiraJoão M. M. DuarteBernardete RibeiroJoão Carvalho das NevesPublished in: ICANNGA (2009)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- financial distress
- predictive accuracy
- decision trees
- prediction accuracy
- machine learning methods
- random forests
- standard machine learning algorithms
- learning problems
- financial ratios
- financial information
- early warning
- machine learning approaches
- machine learning models
- learning tasks
- input features
- failure prediction
- machine learning systems
- learning models
- prediction model
- bankruptcy prediction
- statistical machine learning
- active learning
- data sets