Adjusting the imbalance ratio by the dimensionality of imbalanced data.
Rui ZhuYiwen GuoJing-Hao XuePublished in: Pattern Recognit. Lett. (2020)
Keyphrases
- imbalanced data
- high dimensionality
- imbalanced datasets
- class distribution
- high dimensional
- class imbalance
- linear regression
- learning from imbalanced data
- ensemble methods
- dimensionality reduction
- feature selection
- support vector machine
- random forest
- decision trees
- sampling methods
- highly skewed
- classification models
- svm classifier
- high dimensional data
- imbalanced class distribution
- cost sensitive learning
- minority class
- feature space