-dimensions with guaranteed error bounds: Applications to integral equations and support vector machines.
Ritesh KhanV. A. KandappanSivaram AmbikasaranPublished in: J. Comput. Phys. (2024)
Keyphrases
- error bounds
- support vector
- learning machines
- large margin classifiers
- theoretical analysis
- worst case
- kernel function
- logistic regression
- finite sample
- kernel methods
- classification accuracy
- hyperplane
- feature selection
- numerical solution
- generalization ability
- support vector machine
- mathematical model
- cross validation
- differential equations
- multi class classification
- linear systems
- polynomial time approximation
- data points
- soft margin
- multi class