Figure 7. Precision-recall curves for various methods.
Precision-recall curves for neighbor counting (NC), Markov random field (MRF) and the current study (RF) are shown in panel (a). MCC maximum values are indicated by arrows. MRF provides quite accurate prediction for the low recall region (
), which corresponds to true positive predictions for the top 10 highest background functions. In panel (b) RF using community structure from SA (RF
) is shown along with the CSA data.