Geometric SMOTE for imbalanced datasets with nominal and continuous features.
João FonsecaFernando BaçãoPublished in: Expert Syst. Appl. (2023)
Keyphrases
- imbalanced datasets
- feature selection algorithms
- class distribution
- imbalanced data
- class imbalance
- cost sensitive learning
- training dataset
- feature selection
- learning from imbalanced data
- highly skewed
- geometric constraints
- feature vectors
- ensemble methods
- feature set
- feature space
- feature extraction
- high dimensionality
- class labels
- text classification
- sampling methods
- decision trees