Keyphrases
- vc dimension
- upper bound
- lower bound
- sample complexity
- vapnik chervonenkis dimension
- concept classes
- inductive inference
- distribution free
- sample size
- pac learnability
- statistical learning theory
- compression scheme
- concept class
- covering numbers
- worst case
- pac learning
- empirical risk minimization
- uniform convergence
- euclidean space
- theoretical analysis
- supervised learning
- feature vectors
- support vector machine
- feature selection
- data sets