Convex Calibration Dimension for Multiclass Loss Matrices.
Harish G. RamaswamyShivani AgarwalPublished in: J. Mach. Learn. Res. (2016)
Keyphrases
- multi class
- hinge loss
- loss function
- binary classification
- risk minimization
- support vector machine
- multiclass classification
- convex optimization
- multi class classification
- multiclass problems
- pairwise
- potential functions
- multiple classes
- boosting algorithms
- error correcting output codes
- feature selection
- reproducing kernel hilbert space
- machine learning
- soft margin
- multiclass support vector machines
- binary classifiers
- multi task
- base classifiers
- cost sensitive
- pairwise constraints
- multiclass learning