A geometric approach to train SVM on very large data sets.
Zhi-Qiang ZengHuarong XuYanqi XieJi GaoPublished in: ISKE (2008)
Keyphrases
- support vector machine svm
- support vector
- svm training
- support vector machine
- svm classifier
- multi class
- svm classification
- machine learning
- feature selection
- generalization ability
- knn
- support vectors
- classification method
- classification algorithm
- multi class svm
- kernel function
- support vector machine classifiers
- linear support vector machines
- hyperplane
- feature vectors
- decision forest
- pattern recognition
- multi class classification
- neural network
- bayesian networks
- structured output
- fold cross validation
- text classifiers
- pairwise
- gene selection
- cost sensitive
- input space
- kernel methods
- k nearest neighbor