Single Feature Ranking and Binary Particle Swarm Optimisation Based Feature Subset Ranking for Feature Selection.
Bing XueMengjie ZhangWill N. BrownePublished in: ACSC (2012)
Keyphrases
- feature ranking
- feature subset
- feature selection
- single feature
- individual features
- feature subset selection
- particle swarm optimisation
- feature set
- classification accuracy
- feature space
- high dimensionality
- selected features
- text categorization
- selection algorithm
- recognition rate
- feature selection algorithms
- classification models
- ensemble methods
- support vector machine
- artificial neural networks
- random forest
- discriminative power
- microarray data
- global features
- gene expression data
- text classification
- optimisation problems
- support vector
- image processing