GeFeS: A generalized wrapper feature selection approach for optimizing classification performance.
Golnaz SahebiParisa MovahediMasoumeh EbrahimiTapio PahikkalaJuha PlosilaHannu TenhunenPublished in: Comput. Biol. Medicine (2020)
Keyphrases
- wrapper feature selection
- classification accuracy
- feature selection
- decision trees
- pattern recognition
- image classification
- pattern classification
- classification systems
- feature vectors
- automatic classification
- object classification
- classification scheme
- correct classification
- machine learning algorithms
- bayes rule
- training samples
- classification rate
- document classification
- machine learning methods
- classification method
- classification algorithm
- decision rules
- data sets
- text classification
- supervised learning
- active learning
- feature extraction
- image segmentation
- image processing
- information systems
- genetic algorithm