Keyphrases
- sample complexity
- theoretical analysis
- pac learning
- learning algorithm
- learning problems
- generalization error
- vc dimension
- upper bound
- pac learnability
- active learning
- lower bound
- special case
- supervised learning
- sample size
- constant factor
- concept classes
- machine learning
- computational complexity
- linear threshold
- covering numbers
- training examples
- text classification
- objective function
- sample complexity bounds