Local neighbourhood extension of SMOTE for mining imbalanced data.
Tomasz MaciejewskiJerzy StefanowskiPublished in: CIDM (2011)
Keyphrases
- imbalanced data
- class distribution
- imbalanced datasets
- linear regression
- imbalanced data sets
- feature selection
- sampling methods
- random forest
- class imbalance
- ensemble methods
- highly skewed
- support vector machine
- data mining
- classification models
- minority class
- text mining
- ensemble classifier
- svm classifier
- majority class
- learning algorithm
- data sets
- highly imbalanced