A scalable stage-wise approach to large-margin multi-class loss based boosting.
Sakrapee PaisitkriangkraiChunhua ShenAnton van den HengelPublished in: CoRR (2013)
Keyphrases
- multi class
- boosting algorithms
- base classifiers
- multi class learning
- pairwise
- multi class boosting
- cost sensitive
- multiclass classification
- linear classifiers
- multi class classification problems
- feature selection
- large margin classifiers
- learning algorithm
- multi class classification
- support vector machine
- multiclass problems
- binary classification
- binary classification problems
- support vector
- multi class svm
- error correcting output codes
- multiple classes
- ensemble learning
- multi class problems
- weak classifiers
- hyperplane
- object detection
- labeled data
- structured prediction
- misclassification costs
- binary classifiers
- multi class classifier
- machine learning