How is AdaBoost sensitive to noisy data and outliers?

boosting
machine_learning

#1

Hello,

While reading about boosting, particularly classifier boosting, I came across Adaptive Boosting. I seem to understand its working somewhat but I am not able to get how is it sensitive to noisy data and outliers?
An example would be of great help!

Thanks.