Applying Support Vector Machines to Imbalanced Datasets.
Rehan AkbaniStephen KwekNathalie JapkowiczPublished in: ECML (2004)
Keyphrases
- imbalanced datasets
- support vector
- learning machines
- cost sensitive learning
- learning from imbalanced data
- class imbalance
- support vector machine
- sampling methods
- class distribution
- imbalanced data
- ensemble methods
- decision trees
- classification accuracy
- cross validation
- feature selection
- training dataset
- ensemble learning
- kernel function
- generalization ability
- hyperplane
- cost sensitive
- multi class
- data sets