In comparison, in the task of identifying discourse relations in the PDTB these features yield an 75.33 F-score and 85.85% accuracy in distinguishing between discourse and non-discourse usage  and an accuracy of 93.67% when distinguishing between discourse classes.
the the overall accuracy is still much lower than if we use informative features.