Handling Class Imbalance in High-Dimensional Biomedical Datasets.
Barbara PesPublished in: WETICE (2019)
Keyphrases
- class imbalance
- class imbalanced
- high dimensional
- high dimensionality
- imbalanced datasets
- sampling methods
- class distribution
- class noise
- active learning
- imbalanced data
- cost sensitive
- cost sensitive learning
- imbalanced class distribution
- feature space
- majority class
- minority class
- feature selection
- concept drift
- high dimensional data
- dimensionality reduction
- nearest neighbor
- learning algorithm
- low dimensional
- multi class
- decision trees
- microarray
- instance selection
- benchmark datasets
- information extraction
- classification accuracy