However, a deeper analysis of their performance demonstrated that, as previously suggested, these methods do not capture the relation between x and y, but rather indicate the "prior probability" of either word to be a hyponym or a hypernym.
supervised methods are sensitive to the distribution of examples in a particular dataset, making them less reliable for real-world applications.