A Novel Classification-Rejection Sphere SVMs for Multi-class Classification Problems.
Qiang WuChuanying JiaWenying ChenPublished in: ICNC (1) (2007)
Keyphrases
- support vector
- multi class classification problems
- multi class
- multi class classification
- support vector machine
- feature selection
- support vector machine svm
- binary classifiers
- classification algorithm
- generalization ability
- machine learning
- training set
- classification accuracy
- binary classification
- decision trees
- feature space
- feature vectors
- multiclass classification
- error correcting output codes
- svm classifier
- majority voting
- cost sensitive
- supervised learning
- image classification
- pattern recognition
- class labels
- high dimensionality
- training samples
- training data
- text classification
- k nearest neighbor
- base classifiers
- kernel methods
- machine learning methods
- kernel function
- feature set
- learning process
- high dimensional
- learning algorithm