Robust Support Vector Regression with Generalized Loss Function and Applications.
Kuaini WangWenxin ZhuPing ZhongPublished in: Neural Process. Lett. (2015)
Keyphrases
- loss function
- support vector regression
- support vector
- solution path
- pairwise
- bayes rule
- logistic regression
- regression model
- hybrid model
- support vector classification
- support vector machine svm
- kernel function
- empirical risk
- kernel learning
- risk minimization
- support vector machine
- classification accuracy
- response surface methodology
- cross validation
- stochastic gradient descent
- convex loss functions
- feature selection
- machine learning
- data mining
- regression method
- reproducing kernel hilbert space
- hyperparameters
- neural network
- semi supervised