Robust support vector machines based on the rescaled hinge loss function.
Guibiao XuZheng CaoBao-Gang HuJosé C. PríncipePublished in: Pattern Recognit. (2017)
Keyphrases
- loss function
- support vector
- learning machines
- large margin classifiers
- logistic regression
- pairwise
- risk minimization
- learning to rank
- empirical risk
- boosting framework
- kernel function
- binary classification
- support vector machine
- regularization term
- hinge loss
- cross validation
- generalization ability
- multi class classification
- stochastic gradient descent
- feature selection