Information gain-based multi-objective evolutionary algorithm for feature selection.
Baohang ZhangZiqian WangHaotian LiZhenyu LeiJiujun ChengShangce GaoPublished in: Inf. Sci. (2024)
Keyphrases
- information gain
- multi objective evolutionary algorithms
- feature selection
- text categorization
- multi objective
- decision trees
- multi objective optimization
- chi squared
- mutual information
- test problems
- nsga ii
- feature subset
- machine learning
- document frequency
- evolutionary algorithm
- naive bayes
- bi objective
- multi criteria
- feature space
- evolutionary computation
- differential evolution
- correlation coefficient
- support vector
- objective function
- feature extraction
- correlation based feature selection
- optimization algorithm
- feature set
- image registration
- support vector machine
- scheduling problem
- lower bound
- genetic algorithm