Generalization Guarantees for a Binary Classification Framework for Two-Stage Multiple Kernel Learning
Purushottam KarPublished in: CoRR (2013)
Keyphrases
- multiple kernel learning
- binary classification
- learning problems
- kernel learning
- multi class
- support vector
- linear combination
- cost sensitive
- support vector machine
- generalization error
- ensemble methods
- prediction accuracy
- feature selection
- data sets
- machine learning algorithms
- semi supervised learning
- reinforcement learning
- kernel methods
- benchmark datasets
- pairwise