Feature selection in single and ensemble learning-based bankruptcy prediction models

Mathematics

• Bagging 35%
• Bankruptcy 84%
• Bayes 11%
• Boosting 29%
• Classifier 12%
• Data Preprocessing 18%
• Ensemble Classifier 20%
• Ensemble Learning 100%
• Error Rate 12%
• Experimental Results 11%
• Feature Selection 74%
• Filter 9%
• Filter Method 16%
• Genetic Algorithm 24%
• Information Gain 16%
• Lowest 11%
• Machine Learning 12%
• Performance Prediction 16%
• Prediction 17%
• Prediction Error 12%
• Prediction Model 71%
• Statistical Learning 14%
• Support Vector Machine 13%
• Wrapper 36%

Engineering & Materials Science

• Classifiers 15%
• Feature extraction 42%
• Genetic algorithms 15%
• Learning systems 56%
• Machine learning 8%
• Support vector machines 8%