Feature Selection to Improve Generalization of Genetic Programming for High-Dimensional Symbolic Regression.
Qi ChenMengjie ZhangBing XuePublished in: IEEE Trans. Evol. Comput. (2017)
Keyphrases
- genetic programming
- symbolic regression
- feature selection
- high dimensional
- grammatical evolution
- evolutionary computation
- gene expression programming
- fitness function
- high dimensionality
- evolutionary algorithm
- parameter optimization
- regression problems
- dimensionality reduction
- genetic algorithm
- classification accuracy
- low dimensional
- software package
- feature space
- multi objective
- machine learning
- model selection
- feature set
- multi class