Reduction of training datasets via fuzzy entropy for support vector machines.
Zhongdong WuJianping YuWeixin XieXinbo GaoPublished in: SMC (3) (2004)
Keyphrases
- fuzzy entropy
- training dataset
- support vector
- learning machines
- large margin classifiers
- fuzzy sets
- training data
- training set
- membership functions
- classification accuracy
- feature selection
- support vector machine
- training samples
- training examples
- svm classifier
- fuzzy partition
- kernel function
- fuzzy systems
- rough sets
- model selection
- fuzzy clustering