A multi-class extension for multi-labeler support vector machines.
Diego Hernán Peluffo-OrdóñezSantiago Murillo RendónJulián D. Arias-LondoñoGermán Castellanos-DomínguezPublished in: ESANN (2014)
Keyphrases
- multi class
- large margin classifiers
- support vector
- multi class classification
- support vector machine
- binary classification
- learning machines
- feature selection
- cost sensitive
- object detection
- pairwise
- multiple classes
- multiclass problems
- error correcting output codes
- multi class svm
- maximum margin
- multi class classifier
- svm classifier
- logistic regression
- multi class classifiers
- soft margin
- generalization bounds
- class probabilities
- multiclass classification
- linear classifiers
- base classifiers
- binary classification problems
- kernel logistic regression
- kernel function