Consistency of support vector machines using additive kernels for additive models.
Andreas ChristmannRobert HablePublished in: Comput. Stat. Data Anal. (2012)
Keyphrases
- additive models
- support vector
- linear svm
- large margin classifiers
- learning machines
- reproducing kernel hilbert space
- kernel function
- kernel methods
- linear classifiers
- high dimensional
- logistic regression
- multi class
- loss function
- support vector machine
- hyperplane
- linear models
- classification accuracy
- cross validation
- feature selection
- support vectors
- hyperparameters
- model selection
- learning theory
- svm classifier
- text categorization