Automatic Hyperparameter Tuning for Support Vector Machines.
Davide AnguitaSandro RidellaFabio RivieccioRodolfo ZuninoPublished in: ICANN (2002)
Keyphrases
- support vector
- learning machines
- hyperparameters
- large margin classifiers
- cross validation
- rbf kernel
- model selection
- fully automatic
- binary classification
- gaussian processes
- radial basis function
- neural network
- database systems
- maximum margin
- feature selection
- semi automatic
- data sets
- logistic regression
- support vector machine
- incremental learning
- decision trees
- multi class
- fine tuning
- classification accuracy
- image segmentation