Choosing Multiple Parameters for Support Vector Machines.
Olivier ChapelleVladimir VapnikOlivier BousquetSayan MukherjeePublished in: Mach. Learn. (2002)
Keyphrases
- support vector
- maximum likelihood
- learning machines
- parameter values
- parameter space
- large margin classifiers
- real time
- cross validation
- support vector machine
- classification accuracy
- logistic regression
- svm classifier
- lower bound
- bayesian networks
- case study
- generalization ability
- parametric models
- feature selection
- data sets