This is not a trivial observation since a) the surface-independent features do not discriminate between the word orders and b) the precedence features are built from the same properties (see Section 4).
the SVM learner discovers depen-dencies between relative precedence preferences and abstract properties of a verb argument which cannot be encoded in the precedence alone.