Rules-Based Ensemble of Heterogeneous bankruptcy Classifiers: a Genetic Algorithm Approach.
Sergio DavalosFei LengEhsan H. FerozZhiyan CaoPublished in: Intell. Syst. Account. Finance Manag. (2014)
Keyphrases
- genetic algorithm
- rule induction algorithm
- learning classifier systems
- ensemble learning
- training data
- multiple classifiers
- decision tree classifiers
- classifier ensemble
- ensemble pruning
- training set
- ensemble classifier
- neural network
- majority voting
- classifier systems
- rule sets
- decision trees
- final classification
- accurate classifiers
- combining classifiers
- weighted voting
- support vector
- fitness function
- association rules
- feature selection
- associative classifiers
- majority vote
- rule induction
- random forests
- weak learners
- multi objective
- fuzzy logic
- ensemble methods
- class label noise
- feature selection and classifier
- naive bayes
- class labels
- random forest
- svm classifier
- genetic algorithm ga
- genetic programming
- classification models
- ensemble classification
- diversity measures
- bankruptcy prediction
- individual classifiers
- learning algorithm
- weak classifiers