Bayesian Group Feature Selection for Support Vector Learning Machines.
Changde DuChangying DuShandian ZheAli LuoQing HeGuoping LongPublished in: PAKDD (1) (2016)
Keyphrases
- learning machines
- support vector
- feature selection
- support vector machine
- model selection
- kernel function
- kernel machines
- classification accuracy
- cross validation
- ensemble learning
- svm classifier
- text categorization
- bayesian networks
- kernel methods
- radial basis function
- machine learning
- text classification
- vc dimension
- pattern recognition
- feature space
- learning problems
- learning tasks
- feature subset
- information gain
- multi task
- hyperparameters
- training algorithm
- neural network
- learning process
- theoretical analysis