Improvements on twin parametric-margin support vector machine.
Xinjun PengLingyan KongDongjing ChenPublished in: Neurocomputing (2015)
Keyphrases
- support vector machine
- soft margin
- support vector
- decision boundary
- maximum margin
- training set
- multi class
- svm classifier
- training data
- feature selection
- kernel methods
- support vector machine svm
- machine learning
- svm classification
- support vectors
- kernel function
- classification algorithm
- hyperplane
- statistical learning theory
- k nearest neighbor
- binary classification
- feature vectors
- feature space
- parameter selection
- high classification accuracy
- pattern classification
- generalization ability
- classification accuracy
- small sample
- objective function
- database