Also, the comparison here is in fact unfair to the partial scheme II, because we assume equal cost for both schemes, although it often costs less in a partial scheme as a large problem is decomposed into smaller parts.
the results shown here implies that the information theoretical benefit of partialness can possibly offset its disadvantages for learning.