Evolutionary feature selection for imbalanced data.
Claudia C. Tusell ReyViridiana Salinas GarcíaYenny Villuendas-ReyPublished in: ENC (2023)
Keyphrases
- imbalanced data
- feature selection
- support vector machine
- classification models
- genetic algorithm
- class imbalance
- high dimensionality
- feature set
- ensemble classifier
- ensemble methods
- feature extraction
- linear regression
- preprocessing step
- class distribution
- machine learning
- support vector
- ensemble learning
- decision trees
- text categorization
- multi class
- knn
- least squares
- feature selection algorithms
- classification accuracy
- benchmark datasets
- k nearest neighbor
- model selection
- multi task
- training set
- sampling methods
- feature space