Global Convergence Analysis of Decomposition Methods for Support Vector Regression.
Jun GuoNorikazu TakahashiPublished in: ISNN (1) (2008)
Keyphrases
- support vector regression
- convergence analysis
- decomposition methods
- decomposition method
- support vector machine
- regression model
- global convergence
- support vector machine svm
- constraint satisfaction problems
- database theory
- support vector
- hybrid model
- optimality conditions
- kernel function
- support vector classification
- objective function
- genetic algorithm
- databases
- convergence rate
- k nearest neighbor
- knn
- face recognition
- learning algorithm
- data mining
- data sets