Particle swarm optimisation for feature selection: A hybrid filter-wrapper approach.
Tony Butler-YeomanBing XueMengjie ZhangPublished in: CEC (2015)
Keyphrases
- particle swarm optimisation
- feature selection
- wrapper method
- optimization algorithm
- optimisation problems
- pso algorithm
- support vector machine
- sequential forward
- classification accuracy
- feature ranking
- particle swarm optimization
- text categorization
- search capabilities
- fitness function
- global search
- feature subset
- genetic algorithm ga
- global optimization
- multi objective
- support vector
- machine learning
- evolution strategy
- feature space
- feature set
- faster convergence
- particle swarm optimization pso
- evolutionary computation
- particle swarm
- search algorithm
- objective function
- genetic algorithm