Inverse matrix-free incremental proximal support vector machine.
Zhenfeng ZhuXingquan ZhuYue-Fei GuoYangdong YeXiangyang XuePublished in: Decis. Support Syst. (2012)
Keyphrases
- support vector machine
- orthogonal matrices
- matrix inversion
- jacobian matrix
- correlation matrix
- support vector
- multi class
- incremental learning
- kernel methods
- svm classifier
- training data
- low rank
- kernel function
- data driven
- feature vectors
- k nearest neighbor
- feature selection
- incremental version
- machine learning
- matrix representation
- square root
- small sample
- symmetric positive definite
- incremental clustering
- knn
- soft margin
- positive definite
- decision boundary
- classification algorithm
- support vector machine svm
- svm classification
- linear algebra
- support vector regression
- principal component analysis
- lp norm
- covariance matrix
- linear combination