Self-Adaptive Particle Swarm Optimization for Large-Scale Feature Selection in Classification.
Yu XueBing XueMengjie ZhangPublished in: ACM Trans. Knowl. Discov. Data (2019)
Keyphrases
- feature selection
- particle swarm optimization
- classification accuracy
- support vector
- classification models
- text classification
- feature space
- classification performances
- feature extraction
- high dimensionality
- feature set
- machine learning
- method for feature selection
- classification method
- support vector machine
- accurate classification
- model selection
- support vector machine svm
- feature selection algorithms
- pattern recognition
- decision trees
- feature selection and classification
- web page classification
- feature subset selection
- ensemble classifier
- dimensionality reduction
- text categorization
- naive bayes
- training set
- irrelevant features
- image classification
- class separability
- redundant features
- neural network
- pso algorithm
- feature subset
- preprocessing
- small sample
- high dimensional
- data pre processing
- genetic algorithm
- mutual information