Probabilistic outputs for twin support vector machines.
Yuan-Hai ShaoNai-Yang DengZhi-Min YangWei-Jie ChenZhen WangPublished in: Knowl. Based Syst. (2012)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- multi class
- uncertain data
- cross validation
- generative model
- support vector machine
- feature selection
- classification accuracy
- training examples
- kernel function
- logistic regression
- bayesian networks
- information theoretic
- data driven
- probabilistic logic
- probability theory
- database
- bayes rule
- maximum margin
- website
- machine intelligence
- parallel machines
- probabilistic reasoning
- binary classification
- support vector regression
- generalization ability
- decision trees
- posterior probability
- kernel methods