Run Y performs better than E a for 5 of the 25 individual concepts, including NationalPark, for which no instances of national parks or related class labels are available in run E a ; and River, for which relevant instances in the labeled classes in E a , but they are associated to the class label river systems, which is incorrectly linked to the Word-Net concept systems rather than to rivers.
run E a outperforms Y on 12 individual concepts (e.g., Award, DigitalCamera and Disease), and also as an average over all classes (last two rows in Table 5).