On Loss Functions and Regret Bounds for Multi-Category Classification.
Zhiqiang TanXinwei ZhangPublished in: IEEE Trans. Inf. Theory (2022)
Keyphrases
- multi category
- risk minimization
- loss function
- support vector
- bregman divergences
- pairwise
- classification accuracy
- text classification
- generalization error
- support vector machine
- machine learning
- cross validation
- supervised learning
- boosting algorithms
- model selection
- probabilistic model
- special case
- active learning
- lower bound
- decision trees