Considering all the datasets, ROOT9 is the second best performing system, after svmCAT<cite> (Weeds et al., 2014)</cite> , which uses the SVM classifier on the concatenation of PPMI vectors, containing as features all major grammatical dependency relations involving open class Parts Of Speech.