Feature selection optimization with filtering and wrapper methods: two disease classification cases.
Serhat AtikTugba DalyanPublished in: Turkish J. Electr. Eng. Comput. Sci. (2023)
Keyphrases
- feature selection
- classification performances
- benchmark datasets
- classification accuracy
- wrapper feature selection
- feature selection and classification
- accurate classification
- preprocessing
- machine learning methods
- discriminative features
- feature space
- classification method
- support vector
- machine learning
- text categorization
- feature extraction
- classification systems
- classification models
- feature subset
- text classification
- small samples
- feature ranking
- feature selection algorithms
- supervised learning
- machine learning algorithms
- missing values
- feature set
- information extraction
- instance selection
- cross validation
- optimization problems
- decision trees
- image classification
- data sets