Generating Diverse Ensembles to Counter the Problem of Class Imbalance.
T. Ryan HoensNitesh V. ChawlaPublished in: PAKDD (2) (2010)
Keyphrases
- class imbalance
- random subspaces
- imbalanced data
- class distribution
- active learning
- cost sensitive
- cost sensitive learning
- software defect prediction
- ensemble learning
- high dimensionality
- imbalanced datasets
- sampling methods
- small disjuncts
- majority class
- concept drift
- feature selection
- pattern recognition
- imbalanced class distribution
- decision trees
- data sets
- random forest
- base classifiers
- dimensionality reduction
- small number
- semi supervised
- reinforcement learning
- learning algorithm
- machine learning