• Most of the individual features, including the asymmetric features (posSem and dirRel) did not perform well by themselves.
somewhat surprisingly, the graph-theoretic metric lexN W played a greater role by itself (Accuracy=0.7084), implying that this simple NW-based metric could capture some aspect of the directionality of evocation relationships.