An Adaptive Oversampling Technique for Imbalanced Datasets.
Shaukat Ali ShaheeUsha AnanthakumarPublished in: ICDM (2018)
Keyphrases
- imbalanced datasets
- class imbalance
- minority class
- class distribution
- cost sensitive learning
- sampling methods
- majority class
- learning from imbalanced data
- imbalanced data
- active learning
- decision trees
- cost sensitive
- ensemble methods
- nearest neighbour
- concept drift
- feature selection algorithms
- misclassification costs
- decision boundary
- data sets
- classification error
- feature selection
- support vector machine
- learning process