Keyphrases
- vc dimension
- upper bound
- sample size
- sample complexity
- lower bound
- covering numbers
- concept classes
- statistical learning theory
- vapnik chervonenkis dimension
- inductive inference
- generalization bounds
- distribution free
- empirical risk minimization
- concept class
- pac learnability
- worst case
- compression scheme
- uniform convergence
- pac learning
- euclidean space
- convex hull
- function classes
- support vector
- supervised learning
- machine learning