A more robust boosting algorithm

Freund, Yoav

arXiv.org Machine Learning 

We present a new boosting algorithm, motivated by the large margins theory for boosting. We give experimental evidence that the new algorithm is significantly more robust against label noise than existing boosting algorithm.

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