Elitism based Multi-Objective Differential Evolution for feature selection: A filter approach with an efficient redundancy measure.
Subrat Kumar NayakPravat Kumar RoutAlok Kumar JagadevTripti SwarnkarPublished in: J. King Saud Univ. Comput. Inf. Sci. (2020)
Keyphrases
- feature selection
- multi objective differential evolution
- preprocessing step
- text categorization
- pointwise mutual information
- machine learning
- information content
- dimensionality reduction
- similarity measure
- wrapper method
- test problems
- noise reduction
- mutual information
- feature set
- feature space
- search algorithm
- support vector
- feature extraction
- dynamic environments
- feature subset
- classification accuracy
- information gain
- evolutionary algorithm