Exact VC-Dimension of Boolean Monomials.
Thomas NatschlägerMichael SchmittPublished in: Inf. Process. Lett. (1996)
Keyphrases
- vc dimension
- concept classes
- upper bound
- concept class
- pac learning
- sample complexity
- decision lists
- inductive inference
- sample size
- lower bound
- statistical learning theory
- vapnik chervonenkis dimension
- worst case
- generalization bounds
- boolean functions
- function classes
- compression scheme
- real valued
- learning theory
- efficient learning
- mistake bound
- uniform convergence
- theoretical analysis
- learning algorithm
- euclidean space
- high dimensional