Developing parallel sequential minimal optimization for fast training support vector machine.
Lijuan CaoS. Sathiya KeerthiChong Jin OngP. UvarajXiu Ju FuH. P. LeePublished in: Neurocomputing (2006)
Keyphrases
- sequential minimal optimization
- support vector machine
- support vector
- training set
- training process
- radial basis function
- support vector regression
- quadratic programming
- multi class
- svm classifier
- machine learning
- svm training
- training procedure
- k nearest neighbor
- support vector machine svm
- feature vectors
- training data
- kernel function
- feature selection
- test set
- generalization ability
- kernel methods
- lower bound
- feature space
- computer vision
- ls svm
- similarity measure
- special case
- neural network
- reinforcement learning
- knn