Part of the reason that some of the classes will not have any positive samples is because I am pad_sequence my data, so a bunch of 0 are added to the end. So I’ll always have some elements that have no positive case.
And it’s not that the batch doesn’t contain ANY positive samples. It doesn’t contain positive samples for a specific position of the target vector