On the Scalability of Genetic Algorithms to Very Large-Scale Feature Selection.
Andreas MoserM. Narasimha MurtyPublished in: EvoWorkshops (2000)
Keyphrases
- feature selection
- genetic algorithm
- multi objective
- fitness function
- neural network
- parameter optimization
- support vector
- evolutionary algorithm
- text categorization
- simulated annealing
- feature space
- feature selection algorithms
- differential evolution
- mutual information
- machine learning
- model selection
- classification accuracy
- fault tolerance
- modular neural networks
- feature extraction
- feature weighting
- artificial neural networks
- small scale
- scale space
- high dimensionality
- optimization method
- genetic algorithm ga
- metaheuristic
- hybrid algorithm
- scale invariant
- fuzzy logic
- irrelevant features
- feature set