Following the same experimental setup as<cite> (Santus et al., 2016)</cite> , we report percentage F1 scores on a ten-fold cross validation for binary classification of co-hyponyms vs random pairs, as well as co-hyponyms vs. hypernyms using both SVM and Random Forest classifiers.