Exploring SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming.
Nuno M. RodriguesJoão E. BatistaWilliam G. La CavaLeonardo VanneschiSara SilvaPublished in: SN Comput. Sci. (2024)
Keyphrases
- genetic programming
- feature selection
- genetic algorithm
- fitness function
- feature construction
- text categorization
- evolutionary computation
- symbolic regression
- grammar guided genetic programming
- mutual information
- regression problems
- evolutionary algorithm
- feature set
- gene expression programming
- text classification
- information gain
- feature subset
- financial forecasting
- forward selection
- machine learning
- feature space
- feature selection algorithms
- irrelevant features
- genetic algorithm ga
- dimensionality reduction
- selected features
- unsupervised learning
- neural network
- method for feature selection
- support vector
- evolutionary approaches
- informative features
- model selection
- microarray data
- multi class
- feature weighting
- support vector machine
- open source
- unsupervised feature selection
- redundant features
- classification accuracy
- multi task
- high dimensionality
- classification rules