Hybrid robust support vector machines for regression with outliers.
Chen-Chia ChuangZne-Jung LeePublished in: Appl. Soft Comput. (2011)
Keyphrases
- support vector
- robust regression
- learning machines
- large margin classifiers
- logistic regression
- support vector regression
- robust statistics
- human age estimation
- cross validation
- feature selection
- multi class classification
- simple linear
- classification accuracy
- generalization ability
- linear regression
- regression analysis
- missing data
- multi class
- imaging artifacts
- structural risk minimization
- robust estimators
- artificial neural networks
- random sample consensus
- robust statistical
- loss function
- decision function
- regression methods
- regression model
- maximum margin
- binary classification