A multi-objective ensemble method for online class imbalance learning.
Shuo WangLeandro L. MinkuXin YaoPublished in: IJCNN (2014)
Keyphrases
- ensemble methods
- multi objective
- prediction accuracy
- ensemble learning
- evolutionary algorithm
- benchmark datasets
- random forests
- decision trees
- optimization algorithm
- machine learning methods
- random forest
- generalization ability
- base classifiers
- classifier ensemble
- binary classification
- objective function
- original data
- base learners
- data sets