A new asymmetric ε-insensitive pinball loss function based support vector quantile regression model.
Pritam AnandReshma RastogiSuresh ChandraPublished in: CoRR (2019)
Keyphrases
- loss function
- regression model
- support vector
- logistic regression
- generalized linear models
- regression analysis
- pairwise
- regression methods
- linear regression model
- support vector machine
- model selection
- support vector regression
- gaussian process
- kernel regression
- cross validation
- regularization term
- prediction model
- kernel function
- classification accuracy
- multivariate regression
- explanatory variables
- kernel methods
- linear model
- risk minimization
- binary classification
- support vectors
- reproducing kernel hilbert space
- solution path
- svm classifier
- convex loss functions
- empirical risk
- decision function
- hyperplane
- multi class
- feature selection