Normalization in Support Vector Machines.
Arnulf B. A. GrafSilvio BorerPublished in: DAGM-Symposium (2001)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- training examples
- loss function
- generalization ability
- support vector machine
- classification accuracy
- feature selection
- kernel function
- maximum margin
- normalization method
- preprocessing
- logistic regression
- support vector regression
- cross validation
- databases
- multi class classification
- svm classifier
- information systems
- training set
- binary classification
- support vectors
- parallel machines
- learning algorithm
- real time
- active learning
- pairwise