Keyphrases
- sample complexity
- theoretical analysis
- upper bound
- vc dimension
- pac learning
- learning problems
- active learning
- supervised learning
- special case
- learning algorithm
- generalization error
- lower bound
- training examples
- pac learnability
- concept classes
- sample complexity bounds
- sample size
- linear threshold
- model selection
- irrelevant features
- uniform convergence
- objective function