We observe that the scores for a small fraction of new stories that were initially missed (between scores 0.8 and 1) are decreased by the model-based NED system while a larger fraction (between scores  0.1 and 0.4) is also decreased by a small amount.
the major impact of using SVM modelbased NED systems appears to be in detecting old stories.