Overfit model?

A$.$ A model that fails to sufficiently learn the problem and performs poorly on a training dataset

and does not perform well on a testing dataset.

B$.$ A model that learns the training dataset too well, performing well on the training dataset but

does not perform well on a testing

C$.$ None of the above