A PSO based hybrid feature selection algorithm for high-dimensional classification.
Binh TranMengjie ZhangBing XuePublished in: CEC (2016)
Keyphrases
- feature selection algorithms
- feature selection
- high dimensional
- small sample
- irrelevant features
- feature space
- high dimensionality
- feature set
- classification accuracy
- classification models
- pattern recognition
- feature vectors
- imbalanced datasets
- feature subset
- text classification
- model selection
- selection criterion
- classification method
- dimensionality reduction
- feature extraction
- decision trees
- selection algorithm
- small sample size
- particle swarm optimization
- cost sensitive
- selected features
- support vector machine svm
- image classification
- machine learning
- data sets