Feature redundancy removal for text classification using correlated feature subsets.
Farek LazharAmira BenaidjaPublished in: Comput. Intell. (2024)
Keyphrases
- feature subset
- text classification
- feature selection
- redundant features
- irrelevant features
- feature subset selection
- feature set
- classification accuracy
- feature ranking
- feature selection algorithms
- text categorization
- selected features
- classification models
- selecting features
- feature space
- genetic algorithm ga
- individual features
- sequential forward
- ensemble methods
- selection algorithm
- dimensionality reduction
- ensemble feature selection
- multi label
- classification method
- weak classifiers
- svm classifier
- naive bayes
- labeled data
- mutual information
- feature relevance
- genetic programming
- image features
- neural network