On different ensembles of kernel machines.
Michiko YamanaHiroyuki NakaharaMassimiliano PontilShun-ichi AmariPublished in: ESANN (2003)
Keyphrases
- kernel machines
- decision stumps
- learning machines
- support vector
- semi supervised
- ensemble learning
- decision trees
- ensemble methods
- kernel function
- multiple kernel learning
- learning problems
- kernel learning
- multi task
- semi supervised learning
- learning tasks
- learning algorithm
- model selection
- labeled data
- kernel methods
- learning scheme
- generalization error
- reproducing kernel hilbert space
- reinforcement learning
- benchmark datasets