As described above, the SVM model has rich linguistic knowledge and consists of hand-picked features which have achieved excellent performance in similar tasks (Yannakoudakis et al., 2011).
in terms of RMSE, it is among the lowest performing models (8.85), together with 'BLSTM' and 'Twolayer BLSTM'.