Surrogate-Model Based Particle Swarm Optimisation with Local Search for Feature Selection in Classification.
Bach Hoai NguyenBing XuePeter AndreaePublished in: EvoApplications (1) (2017)
Keyphrases
- feature selection
- particle swarm optimisation
- classification accuracy
- text classification
- feature set
- feature extraction
- machine learning
- support vector
- feature space
- global search
- feature vectors
- genetic algorithm
- model selection
- optimisation problems
- support vector machine
- text categorization
- particle swarm optimization
- fitness function
- metadata
- fuzzy logic
- knn
- simulated annealing
- search engine
- support vector machine svm
- optimization algorithm
- evolutionary computation
- search capabilities
- artificial neural networks