Swarm Search for Feature Selection in Classification.
Simon FongXin-She YangSuash DebPublished in: CSE (2013)
Keyphrases
- feature selection
- classification accuracy
- feature set
- support vector
- classification models
- text classification
- feature extraction
- search algorithm
- method for feature selection
- feature space
- machine learning
- search space
- feature selection algorithms
- classification method
- dimension reduction
- support vector machine
- class separability
- classification performances
- pattern recognition
- irrelevant features
- feature weighting
- fractal image encoding
- feature subset
- feature selection and classification
- image classification
- supervised learning
- mutual information
- feature vectors
- model selection
- unsupervised learning
- training set
- classification rate
- discriminative features
- fold cross validation
- feature subset selection
- machine learning algorithms
- accurate classification
- preprocessing
- training data
- support vector classification
- redundant features
- classification algorithm
- data pre processing
- markov blanket
- feature ranking
- text categorization
- swarm intelligence
- high dimensionality
- class labels