Convex Calibration Dimension for Multiclass Loss Matrices.
Harish G. RamaswamyShivani AgarwalPublished in: CoRR (2014)
Keyphrases
- multi class
- hinge loss
- binary classification
- loss function
- convex optimization
- risk minimization
- multiclass problems
- pairwise
- multiclass classification
- support vector machine
- cost sensitive
- feature selection
- multi task
- potential functions
- multiple classes
- binary classification problems
- line search
- convex sets
- multi class classification
- multiclass support vector machines
- multiclass svm
- pairwise constraints
- boosting algorithms
- binary classifiers
- convex hull
- soft margin
- base classifiers
- cost sensitive classification
- learning algorithm
- data sets