Support Vector Machines for Polycategorical Classification.
Ioannis TsochantaridisThomas HofmannPublished in: ECML (2002)
Keyphrases
- support vector
- classification accuracy
- large margin classifiers
- learning machines
- support vector machine
- svm classifier
- generalization ability
- cross validation
- feature selection
- automatic classification
- kernel function
- training set
- logistic regression
- pattern recognition
- svm classification
- support vector machine svm
- feature extraction
- decision trees
- feature space
- machine learning algorithms
- decision rules
- classification method
- kernel methods
- classification rate
- hyperplane
- soft margin
- generalization bounds
- maximum margin
- classification process
- preprocessing
- classification rules
- data sets
- class labels
- text classification