The best single feature in the unaligned dataset is also one of the verb tags, achieving only a slightly lower accuracy of 71.5, SE 0.5.
we h a ve the surprising result that Chinese features alone, from a fairly small dataset, are far superior to the English features from the same bilingual corpus 75.4 versus 49.5 best accuracy respectively.