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