Uncertainty-safe large scale support vector machines.
Nicolas P. CouellanWenjuan WangPublished in: Comput. Stat. Data Anal. (2017)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- small scale
- uncertain data
- classification accuracy
- generalization ability
- cross validation
- real life
- logistic regression
- support vector machine
- loss function
- feature selection
- kernel function
- maximum margin
- neural network
- kernel methods
- inherent uncertainty
- web scale
- possibility theory
- svm classifier
- special case
- high dimensional
- training data
- artificial intelligence
- real world