Parallel Support Vector Machines in Practice.
Stephen TyreeJacob R. GardnerKilian Q. WeinbergerKunal AgrawalJohn TranPublished in: CoRR (2014)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- cross validation
- identical machines
- classification accuracy
- generalization ability
- generalization bounds
- training examples
- logistic regression
- support vector machine
- parallel processing
- parallel machines
- support vectors
- learning algorithm
- information systems
- feature space
- parallel processors
- parallel computation
- processing units
- maximum margin
- multiple kernel learning
- active learning
- parallel computing
- multi class
- parallel implementation
- generalization error
- support vector regression
- neural network
- hyperplane
- model selection