Global Convergence of SMO Algorithm for Support Vector Regression.
Norikazu TakahashiJun GuoTetsuo NishiPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- global convergence
- support vector regression
- convergence rate
- optimal solution
- support vector machine svm
- support vector classification
- global optimum
- optimization algorithm
- learning algorithm
- pattern recognition
- support vector
- cost function
- sequential minimal optimization
- classification accuracy
- simulated annealing
- multiresolution
- regression model
- hybrid algorithm
- objective function
- quadratic programming
- similarity measure
- globally convergent
- image processing