Support vector machines using Bayesian-based approach in the issue of unbalanced classifications.
Hung-Yuan ChungChih-Hsiang HoChe-Chang HsuPublished in: Expert Syst. Appl. (2011)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- bayesian networks
- feature selection
- bayesian learning
- multi class
- posterior probability
- bayesian decision
- generalization ability
- hyperplane
- loss function
- kernel function
- maximum likelihood
- support vector machine
- feature extraction
- logistic regression
- cross validation
- kernel methods
- data driven
- binary classification
- decision theory
- maximum margin
- classification accuracy
- database