Table 5. Area Under Curve (AUC) values of COSSY and DIRAC for different datasets.
Dataset Name | AUC of COSSY using KEGG | AUC of COSSY using STRING | AUC of DIRAC |
Leukemia | 0.986 | 0.985 | 0.948 |
CNS | 0.862 | 0.876 | 0.726 |
DLBCL | 0.985 | 0.976 | 0.636 |
Prostate1 | 0.909 | 0.918 | 0.635 |
Prostate3 | 1.000 | 0.972 | 1.000 |
Lung | 0.999 | 0.999 | 0.990 |
GCM | 0.896 | 0.889 | 0.757 |
Average | 0.948 | 0.945 | 0.813 |
AUC has been calculated using the ROCR package in R [35]. The best AUC for each dataset is highlighted in bold face.