Model-Based Synthetic Sampling for Imbalanced Data.
Chien-Liang LiuPo-Yen HsiehPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- imbalanced data
- sampling methods
- feature selection
- class distribution
- random forest
- highly skewed
- imbalanced datasets
- linear regression
- ensemble methods
- classification models
- decision trees
- class imbalance
- support vector machine
- majority class
- imbalanced class distribution
- minority class
- svm classifier
- highly imbalanced
- test set
- error rate
- feature space