Multi-class boosting with asymmetric binary weak-learners.
Antonio Fernández-BalderaLuis BaumelaPublished in: Pattern Recognit. (2014)
Keyphrases
- multi class boosting
- weak learners
- multi class classification
- binary classifiers
- multi class
- boosting algorithms
- binary classification problems
- binary classification
- support vector
- loss function
- cost sensitive
- support vector machine
- object detection
- ensemble learning
- multi task learning
- learning algorithm
- generalization error
- image classification
- pairwise
- base classifiers
- hyperplane
- feature selection
- data sets