Progressive Boosting for Class Imbalance.
Roghayeh SoleymaniEric GrangerGiorgio FumeraPublished in: CoRR (2017)
Keyphrases
- class imbalance
- cost sensitive
- binary classification problems
- feature selection
- class distribution
- boosting algorithms
- active learning
- cost sensitive learning
- multi class problems
- sampling methods
- high dimensionality
- multi class
- imbalanced datasets
- ensemble methods
- concept drift
- minority class
- small disjuncts
- base classifiers
- ensemble learning
- misclassification costs
- decision trees
- majority class
- machine learning
- prediction accuracy
- naive bayes
- learning algorithm