Twin-parametric margin support vector machine with truncated pinball loss.
Huiru WangYitian XuZhijian ZhouPublished in: Neural Comput. Appl. (2021)
Keyphrases
- support vector machine
- soft margin
- hinge loss
- decision boundary
- support vector
- maximum margin
- training set
- multi class
- generalization ability
- binary classification
- svm classifier
- feature selection
- machine learning
- classification algorithm
- hyperplane
- training data
- k nearest neighbor
- parameter selection
- svm classification
- support vector machine svm
- kernel function
- loss function
- kernel methods
- multi class support vector machines
- standard svm
- small sample
- linearly separable
- parametric models
- generalization error
- support vector regression
- feature vectors
- objective function
- principal component analysis
- statistical learning theory
- feature space
- feature extraction
- data mining
- half spaces
- data sets