Over-sampling via under-sampling in strongly imbalanced data.
Rozita Jamili OskoueiBahram Sadeghi BighamPublished in: Int. J. Adv. Intell. Paradigms (2017)
Keyphrases
- imbalanced data
- sampling methods
- class distribution
- linear regression
- feature selection
- imbalanced datasets
- support vector machine
- class imbalance
- highly imbalanced
- minority class
- random forest
- classification models
- decision trees
- majority class
- ensemble classifier
- least squares
- data streams
- highly skewed
- imbalanced class distribution