Statistically aided Binary Multi-Objective Grey Wolf Optimizer: a new feature selection approach for classification.
Amal Francis V. UkkenArjun Bindu JayachandranJaideep Kumar Punnath MalayathodiPranesh DasPublished in: J. Supercomput. (2023)
Keyphrases
- feature selection
- multi objective
- classification accuracy
- support vector
- feature space
- text classification
- feature extraction
- optimization algorithm
- pattern recognition
- support vector machine
- feature set
- feature subset selection
- classification models
- high dimensionality
- selected features
- feature ranking
- feature selection and classification
- classification method
- irrelevant features
- classification performances
- method for feature selection
- feature vectors
- classification algorithm
- image classification
- evolutionary algorithm
- multi objective optimization
- text categorization
- model selection
- feature subset
- feature selection algorithms
- trade off
- binary classifiers
- wrapper feature selection
- bayes classifier
- small sample
- conditional mutual information
- classification rate
- class imbalance
- gene expression data
- differential evolution
- class labels
- support vector machine svm
- unsupervised learning
- particle swarm optimization
- high dimensional
- decision trees