Evolution of the random subset feature selection algorithm for classification problem.
Hamed SabbaghgolHamid SaadatfarMahdi KhazaiepoorPublished in: Knowl. Based Syst. (2024)
Keyphrases
- feature selection algorithms
- feature selection
- feature subset
- classification accuracy
- feature extraction
- feature set
- irrelevant features
- pattern recognition
- selected features
- classification method
- machine learning
- feature subset selection
- classification models
- support vector machine svm
- imbalanced datasets
- selection criterion
- image classification
- mutual information
- supervised learning
- support vector machine
- knn
- data sets
- text classification
- higher order
- selection algorithm
- learning models
- feature vectors
- support vector