Parallel sequential minimal optimization for the training of support vector machines.
Lijuan CaoS. Sathiya KeerthiChong Jin OngJ. Q. ZhangU. PeriyathambyXiu Ju FuH. P. LeePublished in: IEEE Trans. Neural Networks (2006)
Keyphrases
- sequential minimal optimization
- support vector
- learning machines
- support vector machine
- radial basis function
- training examples
- quadratic programming
- large margin classifiers
- support vector regression
- training set
- training algorithm
- cross validation
- kernel function
- svm classifier
- hyperplane
- classification accuracy
- identical machines
- data sets
- test set
- image processing
- parallel machines
- hyperparameters
- supervised learning
- support vectors
- training data
- active learning
- shared memory
- training process
- artificial neural networks
- feature extraction