Message Length Formulation of Support Vector Machines for Binary Classification - A Preliminary Scheme.
Lara KornienkoDavid L. DoweDavid W. AlbrechtPublished in: Australian Joint Conference on Artificial Intelligence (2002)
Keyphrases
- binary classification
- support vector
- learning machines
- multi class
- multi class classification
- cost sensitive
- learning problems
- support vector machine
- multi label
- generalization error
- prediction accuracy
- loss function
- svm classifier
- binary classifiers
- feature selection
- cross validation
- ensemble methods
- class imbalance
- kernel function
- classification accuracy
- data sets
- soft margin
- decision trees
- data mining
- kernel methods
- training data