K-means clustering based SVM ensemble methods for imbalanced data problem.
Jaedong LeeJee-Hyong LeePublished in: SCIS&ISIS (2014)
Keyphrases
- imbalanced data
- ensemble methods
- prediction accuracy
- benchmark datasets
- decision trees
- random forests
- random forest
- generalization ability
- ensemble learning
- base classifiers
- ensemble classifier
- machine learning methods
- clustering algorithm
- binary classification
- base learners
- class distribution
- linear regression
- genetic algorithm
- support vector machine
- support vector
- class imbalance