Radius-margin based support vector machine with LogDet regularizaron.
Yuanyuan ZhuXiaohe WuJun XuDavid ZhangWangmeng ZuoPublished in: ICMLC (2015)
Keyphrases
- support vector machine
- multi class
- svm classifier
- support vector
- generalization ability
- svm classification
- machine learning
- support vector machine svm
- feature vectors
- feature space
- feature selection
- kernel methods
- training data
- high classification accuracy
- multi class svm
- decision forest
- generalization bounds
- statistical learning theory
- stock market prediction
- small sample
- multi class support vector machines
- maximum margin
- binary classification
- cost sensitive
- k nearest neighbor
- genetic algorithm
- classification algorithm
- unlabeled data
- knn
- circular arcs
- training set
- decision boundary
- feature selection algorithms
- kernel function
- reduced set
- learning algorithm