Keyphrases
- generalization error
- training error
- active learning
- cross validation
- upper bound
- model selection
- learning algorithm
- classification error
- training data
- training set
- generalization error bounds
- expected error
- target function
- binary classification
- sample size
- error rate
- training set size
- linear classifiers
- conditional expectation
- feature space
- lower bound
- learning machines
- neural network
- training and test sets
- worst case