Systematic literature review of preprocessing techniques for imbalanced data.
Ebubeogu Amarachukwu FelixSai Peck LeePublished in: IET Softw. (2019)
Keyphrases
- literature review
- imbalanced data
- preprocessing
- case study
- learning from imbalanced data
- linear regression
- support vector machine
- random forest
- classification models
- imbalanced datasets
- sampling methods
- ensemble methods
- class distribution
- class imbalance
- feature selection
- data sets
- ensemble classifier
- decision trees
- ensemble learning
- svm classifier
- dimensionality reduction
- training set