The Effect of Attribute Scaling on the Performance of Support Vector Machines.
Catherine EdwardsBhavani RaskuttiPublished in: Australian Conference on Artificial Intelligence (2004)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- feature selection
- loss function
- cross validation
- pairwise
- artificial neural networks
- classification accuracy
- databases
- attribute values
- kernel methods
- real world
- maximum margin
- learning algorithm
- supervised learning
- svm classifier
- soft margin
- neural network