Keyphrases
- generalization error
- unbiased estimator
- upper bound
- cross validation
- learning algorithm
- active learning
- model selection
- training set
- training error
- training data
- target function
- linear classifiers
- classification error
- sample complexity
- sample size
- supervised learning
- denoising
- binary classification
- low error
- learning machines
- boosting algorithms
- perceptron learning
- generalization error bounds
- subspace information criterion
- conditional expectation
- confidence intervals
- training set size
- training and test sets
- hidden layer
- back propagation
- object detection