A New Approach for Applying Support Vector Machines in Multiclass Problems Using Class Groupings and Truth Tables.
Mauricio KuglerHiroshi MatsuoAkira IwataPublished in: PRICAI (2004)
Keyphrases
- multiclass problems
- multi class
- support vector
- support vector machine
- binary classification
- multi class classification
- learning machines
- multiclass learning
- multitask learning
- binary classifiers
- data sets
- binary classification problems
- generalization ability
- feature selection
- multiclass classification
- svm classifier
- kernel function
- pairwise
- cost sensitive
- loss function
- support vector machine svm
- gaussian processes
- cross validation
- perceptron algorithm
- training data