The performance bounds of learning machines based on exponentially strongly mixing sequences.
Bin ZouLuoqing LiPublished in: Comput. Math. Appl. (2007)
Keyphrases
- learning machines
- support vector
- vc dimension
- ensemble learning
- generalization bounds
- learning tasks
- model selection
- support vector machine
- learning algorithm
- pattern recognition
- generalization error
- kernel machines
- learning problems
- training algorithm
- upper bound
- supervised learning
- sample size
- graph cuts
- artificial neural networks
- image processing