Analyzing the objective recall and precision shown in Figure 3(b) and 3(c) reveals that, while incorporating the 4,500 least frequent neutral words considerably increases the objective recall, the objective precision does not drop much which eventually leads to the overall improvement of all the three models.
compared to the subjective words, the classification improvements by incorporating additional neutral words are less significant.