Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection.
Joaquín DerracChris CornelisSalvador GarcíaFrancisco HerreraPublished in: Inf. Sci. (2012)
Keyphrases
- instance selection
- feature selection
- data reduction
- text classification
- nearest neighbor
- feature and instance selection
- classification accuracy
- multi class
- learning algorithm
- machine learning
- genetic algorithm
- multiple instance learning
- semi supervised learning
- feature selection algorithms
- neural network
- data sets
- feature extraction
- model selection
- evaluation criteria