Keyphrases
- function classes
- vc dimension
- data dependent
- learning algorithm
- generalization bounds
- special case
- learning problems
- agnostic learning
- sample complexity
- target function
- real valued functions
- reproducing kernel hilbert space
- upper bound
- linear functions
- model selection
- sample size
- input space
- statistical learning theory