 As is true for all boosting algorithms, BrownBoost is used in conjunction with other machine learning methods.BrownBoost was introduced by Yoav Freund in 2001.AdaBoost performs well on a variety of datasets; however, it can be shown that AdaBoost does not perform well on noisy data sets.