Towards scalable support vector machines using squashing.
Dmitry PavlovDarya ChudovaPadhraic SmythPublished in: KDD (2000)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- logistic regression
- multi class classification
- classification accuracy
- kernel function
- binary classification
- cross validation
- multi class
- svm classifier
- generalization ability
- commodity hardware
- machine intelligence
- linear discriminant analysis
- support vector machine
- web services
- feature selection
- support vector regression
- training examples
- support vectors
- special case
- learning algorithm