Classification with a Reject Option using a Hinge Loss.
Peter L. BartlettMarten H. WegkampPublished in: J. Mach. Learn. Res. (2008)
Keyphrases
- reject option
- text categorisation
- statistical pattern recognition
- hinge loss
- loss function
- multi label classification
- pattern recognition
- soft margin
- risk minimization
- decision boundary
- image classification
- neural network
- machine learning methods
- cross validation
- active learning
- unsupervised learning
- multi class
- generalization ability
- image processing
- machine learning
- learning algorithm
- feature vectors
- feature selection
- nearest neighbor
- support vector machine svm
- learning tasks
- multi label
- classification algorithm
- text categorization
- class labels
- data sets
- benchmark datasets