AdaBoost is Consistent
Bartlett, Peter L., Traskin, Mikhail
–Neural Information Processing Systems
The risk, or probability of error, of the classifier produced by the AdaBoost algorithm is investigated. In particular, we consider the stopping strategy to be used in AdaBoost to achieve universal consistency.
Neural Information Processing Systems
Dec-31-2007