Classifiers selection in ensembles using genetic algorithms for bankruptcy prediction.
Myoung-Jong KimDae-Ki KangPublished in: Expert Syst. Appl. (2012)
Keyphrases
- bankruptcy prediction
- decision trees
- ensemble learning
- financial data
- classifier ensemble
- multiple classifier systems
- training data
- learning vector quantization
- diversity measures
- ensemble classifier
- credit card
- ensemble methods
- weighted voting
- imbalanced data
- combining classifiers
- training set
- support vector
- financial ratios
- naive bayes
- feature set
- literature review
- multiple criteria linear programming
- decision stumps
- text classification
- majority voting
- machine learning methods
- trained classifiers
- classifier combination
- stock market
- multi class
- long term
- feature space
- object recognition
- feature selection
- genetic algorithm