Large-Scale Twin Parametric Support Vector Machine Using Pinball Loss Function.
Sweta SharmaReshma RastogiSuresh ChandraPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2021)
Keyphrases
- loss function
- support vector machine
- support vector
- logistic regression
- empirical risk
- pairwise
- risk minimization
- learning to rank
- multi class
- support vector machine svm
- svm classifier
- hinge loss
- weight vector
- decision boundary
- boosting algorithms
- kernel methods
- cross validation
- boosting framework
- soft margin
- stochastic gradient descent
- solution path
- convex loss functions
- regularization term
- generalization ability
- hyperplane
- pairwise constraints
- kernel function
- web search
- least squares
- feature space
- decision trees
- feature selection