Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution.
Dusan FisterIztok FisterTimotej JagricIztok Fister Jr.Janez BrestPublished in: SEMCCO/FANCCO (2019)
Keyphrases
- feature selection
- feature ranking
- high dimensionality
- text categorization
- feature extraction
- text classification
- support vector machine
- feature space
- multi class
- support vector
- mutual information
- irrelevant features
- feature set
- wrapper method
- classification accuracy
- bayes classifier
- feature selection and classification
- feature subset selection
- classification models
- unsupervised feature selection
- redundant features
- machine learning
- feature weighting
- feature selection algorithms
- information gain
- naive bayes
- unsupervised learning
- dimensionality reduction
- information extraction
- discriminative features
- model selection
- feature vectors
- preprocessing
- method for feature selection
- data sets
- selecting relevant features