Figure 1.

The probability of a feature x occurring in irrelevant articles. The figure shows the three distributions of the leave-out dataset, remaining training dataset, and official test dataset. The probability of a feature x occurring in irrelevant articles (Pr(x|c_-)) in different datasets are shown (only 40 features are listed here).