: an approach to handle class imbalance using a novel feature selection technique.
Bidyapati ThiyamShouvik DeyPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- class imbalance
- feature selection
- class distribution
- high dimensionality
- active learning
- cost sensitive
- cost sensitive learning
- software defect prediction
- sampling methods
- majority class
- imbalanced datasets
- classification accuracy
- text categorization
- concept drift
- imbalanced data
- feature selection algorithms
- machine learning
- learning algorithm
- support vector
- minority class
- dimensionality reduction
- feature set
- naive bayes
- model selection
- multi class
- feature space
- data sets
- small number
- multi task
- text classification
- pairwise
- pattern recognition
- imbalanced class distribution