Introduction - If you have any usage issues, please Google them yourself
When the weak classifier algorithm using simple classification method, boosting the effect clearly uniformly better than bagging.
When the weak classifier algorithm C4.5 when used, boosting ratio bagging better, but without the former Comparative more obvious.