The combination of all the proposed features yielded 0.8703 in total accuracy with RF, which is considerably more accurate than 0.7642 with NN.
• dirRel also exploits the network structure of PWN, attempting to mimic the notion of feature inclusion: "an object with many features is judged as less similar to a sparser object than vice versa" (Gawron, 2014).