Feature and instance reduction for PNN classifiers based on fuzzy rough sets.
Eric C. C. TsangQinghua HuDegang ChenPublished in: Int. J. Mach. Learn. Cybern. (2016)
Keyphrases
- fuzzy rough sets
- attribute reduction
- rough sets
- feature set
- nearest neighbor
- neural network
- rough set theory
- decision trees
- support vector
- training set
- decision table
- training data
- naive bayes
- data mining
- feature selection
- classification algorithm
- extracted features
- data reduction
- artificial intelligence
- fuzzy relations