An improved conjugate gradient scheme to the solution of least squares SVM.
Wei ChuChong Jin OngS. Sathiya KeerthiPublished in: IEEE Trans. Neural Networks (2005)
Keyphrases
- least squares
- conjugate gradient
- conjugate gradient method
- training algorithm
- levenberg marquardt
- conjugate gradient algorithm
- support vector machine
- ls svm
- support vector machine svm
- support vector
- line search
- convergence rate
- svm classifier
- feature selection
- parameter estimation
- kernel machines
- feature vectors
- optimal solution
- learning theory
- computer vision
- loss function
- faster convergence
- simulated annealing