This notebook plots the primal and dual values of the learning machine.
For SGD, setting `verbose = true` is enough. However, for BMRM, it requires debug mode. Note that the condition in [this line](https://github.com/shogun-toolbox/shogun/blob/develop/src/shogun/structure/libbmrm.cpp#L551)