Finite Newton method for implicit Lagrangian support vector regression.
S. Balasundaram KapilPublished in: Int. J. Knowl. Based Intell. Eng. Syst. (2011)
Keyphrases
- support vector regression
- newton method
- regularized least squares
- convergence analysis
- support vector
- kernel function
- linear equations
- support vector machine svm
- regression model
- variational inequalities
- linear svm
- optimality conditions
- quadratic programming
- nonnegative matrix factorization
- support vector machine
- support vectors
- optimal solution
- global convergence