On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Joaquín DerracNele VerbiestSalvador GarcíaChris CornelisFrancisco HerreraPublished in: Soft Comput. (2013)
Keyphrases
- prototype selection
- feature selection
- selection algorithm
- fuzzy clustering
- nearest neighbor classifier
- fuzzy sets
- nearest neighbor
- rough sets
- classification accuracy
- fuzzy logic
- genetic algorithm
- rough set theory
- fuzzy rules
- feature extraction
- text categorization
- preprocessing step
- membership functions
- data mining
- machine learning
- selecting relevant features
- feature set
- feature space
- support vector