Extracting Rules from Support Vector Machines.
Klaus B. SchebeschRalf SteckingPublished in: OR (2004)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- support vector machine
- binary classification
- classification accuracy
- logistic regression
- maximum margin
- rule sets
- kernel methods
- feature selection
- hyperplane
- decision rules
- kernel function
- multi class
- data sets
- svm classifier
- loss function
- classification rules
- model selection
- feature vectors
- ls svm
- association rules
- multi class classification
- feature space
- active databases