Evolutionary Computation for Feature Selection and Feature Construction.
Bing XueMengjie ZhangPublished in: GECCO Companion (2024)
Keyphrases
- feature construction
- evolutionary computation
- genetic programming
- feature selection
- evolutionary algorithm
- fitness function
- computational intelligence
- genetic algorithm
- machine learning
- fuzzy logic
- decision trees
- concept learning
- rule learning
- dimension reduction
- data representation
- supervised learning
- support vector
- dimensionality reduction
- optimization problems
- feature space
- high dimensionality
- decision making
- feature subset
- rough set theory
- classification rules
- learning algorithm
- model selection
- classification accuracy
- preprocessing