A rough margin-based ν-twin support vector machine.
Yitian XuLaisheng WangPing ZhongPublished in: Neural Comput. Appl. (2012)
Keyphrases
- support vector machine
- multi class
- feature selection
- rough sets
- svm classifier
- support vector machine svm
- support vector
- machine learning
- kernel function
- training data
- statistical learning theory
- binary classification
- kernel methods
- cost sensitive
- k nearest neighbor
- classification algorithm
- multi class support vector machines
- high classification accuracy
- discriminative learning
- decision boundary
- classification method
- hyperplane
- feature vectors
- pairwise constraints
- radial basis function
- knn
- generalization ability
- generalization error
- feature selection algorithms
- active learning
- multi class classification
- training set
- generalization bounds
- stock market prediction