On Properties of Undersampling Bagging and Its Extensions for Imbalanced Data.
Jerzy StefanowskiPublished in: CORES (2015)
Keyphrases
- imbalanced data
- class imbalance
- majority class
- class distribution
- linear regression
- sampling methods
- ensemble methods
- support vector machine
- learning from imbalanced data
- classification models
- random forest
- ensemble classifier
- imbalanced datasets
- minority class
- feature selection
- high dimensionality
- active learning
- cost sensitive
- k nearest neighbor
- least squares
- nearest neighbor
- training data
- decision trees