Keyphrases
- minimum margin
- boosting algorithms
- generalization error
- vc dimension
- training error
- multi class
- loss function
- binary classification
- upper bound
- weak learners
- adaboost algorithm
- model selection
- cross validation
- learning algorithm
- cost sensitive
- sample size
- sample complexity
- special case
- active learning
- lower bound
- base classifiers
- learning problems
- weak classifiers
- text categorization
- optimal solution
- machine learning