Identification of Different Types of Minority Class Examples in Imbalanced Data.
Krystyna NapieralaJerzy StefanowskiPublished in: HAIS (2) (2012)
Keyphrases
- imbalanced data
- minority class
- majority class
- imbalanced datasets
- class imbalance
- class distribution
- linear regression
- ensemble methods
- imbalanced data sets
- feature selection
- random forest
- support vector machine
- sampling methods
- classification models
- ensemble learning
- ensemble classifier
- training dataset
- nearest neighbour
- training examples
- data sets