Classification Calibration Dimension for General Multiclass Losses.
Harish G. RamaswamyShivani AgarwalPublished in: NIPS (2012)
Keyphrases
- multi class
- multiclass classification
- support vector machine
- multi class classification
- binary classifiers
- multiclass problems
- cost sensitive classification
- multi class classifier
- multiple classes
- multiclass support vector machines
- cost sensitive
- binary and multi class
- class probabilities
- error correcting output codes
- binary classification problems
- kernel fisher
- multi class boosting
- binary classification
- classification accuracy
- feature selection
- single class
- binary classification tasks
- machine learning
- base classifiers
- decision trees
- pairwise
- support vector
- feature vectors
- image classification
- data sets
- multi task
- multiclass svm
- feature space
- support vector machine svm
- classification algorithm
- generalization ability
- semi supervised
- benchmark datasets
- svm classifier
- machine learning methods
- multi label classification