Genetic Programming for Feature Selection Based on Feature Removal Impact in High-Dimensional Symbolic Regression.
Baligh Al-HelaliQi ChenBing XueMengjie ZhangPublished in: IEEE Trans. Emerg. Top. Comput. Intell. (2024)
Keyphrases
- symbolic regression
- genetic programming
- high dimensional
- feature selection
- feature set
- high dimensionality
- evolutionary computation
- gene expression programming
- fitness function
- parameter optimization
- dimensionality reduction
- grammatical evolution
- feature space
- regression problems
- evolutionary algorithm
- preprocessing step
- feature subset
- microarray data
- multi class
- text categorization
- feature vectors
- software package
- low dimensional
- nearest neighbor
- support vector
- feature extraction
- genetic algorithm
- stability of feature selection
- classification accuracy
- multi task
- support vector machine
- machine learning