IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule.
Joaquín DerracSalvador GarcíaFrancisco HerreraPublished in: Pattern Recognit. (2010)
Keyphrases
- nearest neighbor rule
- cooperative coevolution
- instance selection
- nearest neighbor
- feature selection
- evolutionary computation
- pattern classification
- knn
- nearest neighbor classification
- k nearest neighbor
- parzen window
- text classification
- multiobjective optimization
- text categorization
- feature extraction
- classification method
- mutual information
- training set
- evolutionary algorithm
- genetic programming
- feature space
- support vector machine
- high dimensional data
- multi class
- fuzzy logic
- unsupervised learning
- distance function
- dimensionality reduction
- model selection
- data points
- high dimensionality
- classification accuracy
- feature subset
- multiple instance learning
- multi objective
- computational intelligence
- classification algorithm
- pattern recognition
- pairwise
- fitness function
- feature set