According to the reported subsequence results, combining lexical features with part-of-speech features counter-intuitively lowers the performance when using SVM or Naïve Bayes and the positive effect on J48 was shown to be insignificant (p>0.68).
in this subsection we design the Shortest Path feature model, a model aiming at exploiting some of the specific properties of place analogies.