Figure 4
From: Automating document classification for the Immune Epitope Database
ROC and Precision-recall curve of malaria abstracts. Newly acquired malaria abstracts were classified with the Naïve Bayes classifier trained on all previously expert classified abstracts. The ROC curve was shown in Figure 4a. Horizontal line is the cutoff for "irrelevant" abstracts and vertical line is the cutoff for "relevant" abstracts. Figure 4b is the Precision-Recall curve. The curve shows that at 95% precision, we achieved a recall rate of 36.4%.