Messy Genetic Algorithms for Subset Feature Selection.
L. Darrell WhitleyJ. Ross BeveridgeCesar Guerra-SalcedoChristopher R. GravesPublished in: ICGA (1997)
Keyphrases
- feature selection
- genetic algorithm
- feature subset
- subset selection
- mutual information
- text categorization
- genetic algorithm ga
- text classification
- fitness function
- simulated annealing
- feature space
- classification accuracy
- neural network
- feature set
- information gain
- multi objective
- artificial neural networks
- irrelevant features
- high dimensionality
- support vector machine
- optimization method
- evolutionary algorithm
- feature subset selection
- machine learning
- feature extraction
- model selection
- particle swarm optimization
- multi class
- fuzzy logic
- method for feature selection
- support vector
- discriminative features
- rough sets
- differential evolution
- metaheuristic
- classification models
- multi task
- dimensionality reduction
- optimization problems
- parameter optimization
- genetic search
- selecting features
- unsupervised learning