For this task, the positive class is not the presence of a comma but rather an error of the writer's that involves a comma.
it is necessary to compare what the writer has written to an annotator's judgment, and only if there is a mismatch between the two do we have an error (the positive class); when writer and annotator agree, the case is a non-error (the negative class).