Keyphrases
- sample complexity
- theoretical analysis
- learning problems
- learning algorithm
- upper bound
- vc dimension
- active learning
- special case
- pac learning
- lower bound
- supervised learning
- generalization error
- training examples
- pac learnability
- sample size
- concept classes
- machine learning
- linear threshold
- uniform convergence
- covering numbers
- sample complexity bounds
- number of irrelevant features