A new particle swarm feature selection method for classification.
Kun-Huang ChenLi-Fei ChenChao-Ton SuPublished in: J. Intell. Inf. Syst. (2014)
Keyphrases
- classification method
- classification accuracy
- feature selection
- classification algorithm
- feature set
- optimization method
- support vector machine
- method for feature selection
- support vector machine svm
- cost function
- particle swarm
- model selection
- discriminative features
- optimization algorithm
- machine learning
- particle swarm optimization algorithm
- text classification
- optimization strategy
- objective function
- swarm intelligence
- optimization methods
- classification models
- feature extraction
- premature convergence
- multi class
- particle swarm optimization
- informative features
- classification performances
- binary particle swarm optimization
- training data