A Novel Hybrid-Based Ensemble for Class Imbalance Problem.
Huaping GuoJun ZhouChang-an WuWei ShePublished in: Int. J. Artif. Intell. Tools (2018)
Keyphrases
- class imbalance
- imbalanced data
- random subspaces
- binary classification problems
- class distribution
- active learning
- ensemble methods
- cost sensitive
- feature selection
- imbalanced datasets
- base classifiers
- ensemble learning
- concept drift
- minority class
- cost sensitive learning
- majority class
- sampling methods
- high dimensionality
- training set
- random forest
- training data
- small disjuncts
- neural network
- classifier ensemble
- ensemble classifier
- learning algorithm
- data sets
- multi class
- random sampling
- high dimensional