Table 10. Values for the AUC for the functional annotation with each clustering algorithm and graph representations for the PIN and the average AUC values per algorithm and per representation.
Clustering Alg./Representation | FC | BGLL | TimeBGLL | EdgeCluster | Infomap | AvgAUC |
Simple | 0,8432 | 0,8446 | 0,8653 | 0,8789 | 0,8589 | 0,8581 |
Weighted Content | 0,8733 | 0,8740 | 0,8757 | 0,8902 | 0,8730 | 0,8771 |
Weighted Structure | 0,8835 | 0,8868 | 0,8913 | 0,9046 | 0,8886 | 0,8909 |
Weighted Hybrid | 0,8882 | 0,8917 | 0,8975 | 0,9107 | 0,8928 | 0,8961 |
Protein-Term | 0,9267 | 0,9341 | 0,9210 | 0,9420 | 0,9660 | 0,9379 |
FFC | 0,8839 | 0,8875 | 0,8979 | 0,9129 | 0,8986 | 0,8962 |
AvgAUC | 0,8831 | 0,8864 | 0,8913 | 0,9065 | 0,8963 |