Research of granular support vector machine.
Shifei DingBingjuan QiPublished in: Artif. Intell. Rev. (2012)
Keyphrases
- high classification accuracy
- support vector machine
- svm classification
- multi class
- classification accuracy
- support vector machine svm
- granular computing
- machine learning
- feature selection
- svm classifier
- generalization ability
- support vector
- feature vectors
- training set
- k nearest neighbor
- rough sets
- fuzzy sets
- feature space
- kernel function
- neural network
- radial basis function
- pattern recognition
- training data
- real world
- pairwise
- classification algorithm
- classification method
- kernel methods
- decision boundary
- information retrieval
- small sample
- statistical learning theory
- soft margin
- svm training
- databases
- multi class support vector machines