Optimizing SVM Ensembles Using Genetic Algorithms in Bankruptcy Prediction.
Myoung-Jong KimHong Bae KimDae-Ki KangPublished in: J. Inform. and Commun. Convergence Engineering (2010)
Keyphrases
- bankruptcy prediction
- support vector
- support vector machine svm
- learning vector quantization
- support vector machine
- financial ratios
- financial data
- imbalanced data
- knn
- credit card
- multiple criteria linear programming
- svm classifier
- multi class
- ensemble methods
- ensemble classifier
- literature review
- kernel function
- training data
- generalization ability
- ensemble learning
- base classifiers
- feature selection
- classification algorithm
- feature ranking
- genetic algorithm
- historical data
- data sets
- feature space
- feature extraction
- machine learning