Labeling 975 new synsets significantly improves the performance of our system in both datasets and for all ML techniques.
the best improvement is achieved by the Logistic classifier: from 52.7% to 72.4% of accuracy in the news dataset, and from 50.5% to 61.5% of accuracy in the movies dataset.