Large-scale linear nonparallel SVMs.
Dalian LiuDewei LiYong ShiYingjie TianPublished in: Soft Comput. (2018)
Keyphrases
- support vector
- multi class
- linear svm
- kernel function
- real world
- support vector machine
- support vector machine svm
- svm classifier
- linear classification
- quadratic programming
- linear model
- small scale
- classification using support vector machines
- structured learning
- generalization ability
- machine learning
- linear models
- maximum margin
- statistical learning theory
- principal component analysis
- training set
- polynomial kernels
- training data