Fig. 2

Results of the experimentations on E. coli and Yeast compendia using the Spearman correlation. Panels on the left side report global performance metrics (x-axis: AUC, y-axis: AUPRC), while panels on the right report partial performance information (x-axis: pAUC, y-axis: AUFDR). Results in the top row are computed on the E. coli dataset compendium, while results on the Yeast dataset collection are reported in the other two panels. MA, DM and baseline methods are indicated with circular, triangular and square markers, respectively. Non-filled markers indicate methods that are statistically significantly different with respect to the best performing ones in both metrics (p-value < 0.05, one-tailed paired t-test). The size of each marker is directly proportional to the Coefficient of Variation (CV) between its respective metrics