Keyphrases
- generalization error
- ensemble members
- unbiased estimator
- training set
- training data
- learning algorithm
- weak learners
- cross validation
- model selection
- active learning
- upper bound
- classification error
- binary classification
- sample complexity
- linear classifiers
- training error
- sample size
- generalization error bounds
- target function
- ensemble methods
- supervised learning
- learning machines
- regression problems
- query by committee
- subspace information criterion
- perceptron learning
- neural network
- weak classifiers
- confidence intervals
- ensemble learning
- test set
- support vector
- random sampling
- generalization ability
- support vector machine
- feature space
- decision trees
- data sets