Sinusoidal and monotonic transfer functions: Implications for VC dimension.
R. J. GaynierTom DownsPublished in: Neural Networks (1995)
Keyphrases
- vc dimension
- transfer function
- upper bound
- sample complexity
- lower bound
- sample size
- concept classes
- generalization bounds
- inductive inference
- image enhancement
- worst case
- compression scheme
- concept class
- high frequency
- euclidean space
- image compression
- model selection
- cross validation
- computer vision
- learning problems
- contrast enhancement
- pid controller
- special case
- multiscale
- decision trees
- image processing