While unergatives are already accurately classi ed without trans, inspection of the change in class labels reveals that the addition of trans to the set improves performance on unaccusatives by helping to distinguish them from object-drops.
in this case, we also observe a loss in precision of unergatives, since some object-drops are now classi ed as unergatives.