TaylorBoost: First and second-order boosting algorithms with explicit margin control.
Mohammad J. SaberianHamed Masnadi-ShiraziNuno VasconcelosPublished in: CVPR (2011)
Keyphrases
- boosting algorithms
- multi class
- loss function
- soft margin
- cost sensitive
- generalization error
- training error
- weak learners
- higher order
- weak classifiers
- support vector machine
- pairwise
- natural images
- machine learning
- binary classification
- misclassification costs
- learning algorithm
- semi supervised learning
- training data