BSO-FS: Bee Swarm Optimization for Feature Selection in Classification.
Souhila SadegLeila HamdadKarima BenatchbaZineb HabbasPublished in: IWANN (1) (2015)
Keyphrases
- swarm optimization
- feature selection
- swarm intelligence
- classification accuracy
- text classification
- particle swarm optimization
- high dimensionality
- classification models
- support vector machine
- support vector
- pso algorithm
- feature selection algorithms
- feature extraction
- particle swarm optimization pso
- classification performances
- machine learning
- discriminative features
- feature set
- text categorization
- supervised feature selection
- feature space
- method for feature selection
- model selection
- ant colony optimization
- classification method
- multi class
- feature vectors
- particle swarm optimisation
- irrelevant features
- knn
- feature subset
- unsupervised learning
- support vector machine svm
- naive bayes
- particle swarm optimization algorithm
- dimensionality reduction
- feature ranking
- faster convergence
- hybrid algorithm
- search algorithm