On robust asymmetric Lagrangian ν-twin support vector regression using pinball loss function.
Deepak GuptaUmesh GuptaPublished in: Appl. Soft Comput. (2021)
Keyphrases
- loss function
- support vector regression
- support vector
- solution path
- pairwise
- logistic regression
- regression model
- hybrid model
- empirical risk
- support vector machine svm
- support vector classification
- boosting framework
- stochastic gradient descent
- kernel function
- support vector machine
- kernel methods
- neural network
- convex loss functions
- hyperparameters
- kernel learning
- singular spectrum analysis
- pairwise constraints
- boosting algorithms
- classification accuracy
- image processing
- data mining