Span error bound for weighted SVM with applications in hyperparameter selection.
Ioannis A. SarafisChristos DiouAnastasios DelopoulosPublished in: CoRR (2018)
Keyphrases
- error bounds
- support vector
- support vector machine svm
- theoretical analysis
- support vector machine
- worst case
- rbf kernel
- feature selection
- knn
- svm classifier
- multi class
- model selection
- hyperparameters
- finite sample
- gaussian processes
- upper bound
- feature vectors
- kernel function
- maximum a posteriori
- lower bound
- statistical learning theory
- feature extraction