A Clustering Strategy-Based Evolutionary Algorithm for Feature Selection in Classification.
Baohang ZhangZiqian WangZhenyu LeiJiatianyi YuTing JinShangce GaoPublished in: IEA/AIE (1) (2023)
Keyphrases
- feature selection
- evolutionary algorithm
- classification accuracy
- feature extraction
- text classification
- support vector
- pattern recognition
- support vector machine
- accurate classification
- feature selection algorithms
- discriminative features
- feature vectors
- small sample
- machine learning
- multi class
- feature set
- classification models
- image classification
- classification performances
- unsupervised feature selection
- web page classification
- function optimization
- high dimensionality
- differential evolution
- mutual information
- multi objective
- training set
- feature space
- decision trees
- cross validation
- unsupervised learning
- feature selection and classification
- dimensionality reduction
- class imbalance
- feature subset selection
- method for feature selection
- selecting features
- feature reduction
- fitness function
- instance selection
- selected features
- mutation operator
- classification algorithm
- support vector machine svm
- genetic programming
- learning algorithm