Keyphrases
- generalization error
- learning algorithm
- reinforcement learning
- binary classification
- classification error
- active learning
- training data
- cross validation
- upper bound
- model selection
- learning rate
- target function
- supervised learning
- sample complexity
- linear classifiers
- training set
- sample size
- training error
- state space
- generalization error bounds
- boosting algorithms
- perceptron learning
- machine learning
- learning tasks
- subspace information criterion
- learning problems
- learning machines
- learning process
- learning theory
- data sets
- training set size
- conditional expectation
- training and test sets
- support vector
- data mining
- neural network