Ensemble Learning Based on Active Example Selection for Solving Imbalanced Data Problem in Biomedical Data.
Min Su LeeSangyoon OhByoung-Tak ZhangPublished in: BIBM (2009)
Keyphrases
- ensemble learning
- imbalanced data
- ensemble methods
- ensemble classifier
- random forest
- generalization ability
- base classifiers
- minority class
- base learners
- concept drift
- prediction accuracy
- machine learning methods
- support vector machine
- decision trees
- feature selection
- data sets
- artificial neural networks
- data streams
- training data
- sampling methods