From: Vertex collocation profiles: theory, computation, and results
(a) AUROC - VCP3,r | ||||
---|---|---|---|---|
Network | 1 | 2 | 3 | 3 (Exp.) |
condmat | 0.637 | 0.670 | 0.671 | - |
dblp-collab | 0.640 | 0.749 | 0.770 | 0.779 |
hepth-collab | 0.598 | 0.738 | 0.729 | - |
huddle | 0.881 | 0.933 | 0.929 | 0.936 |
(b) AUROC - VCP 4,r | ||||
Network | 1 | 2 | 3 | 3 (Exp.) |
condmat | 0.582 | 0.646 | 0.653 | - |
dblp-collab | 0.695 | 0.789 | 0.807 | 0.817 |
hepth-collab | 0.622 | 0.732 | 0.720 | - |
huddle | 0.888 | 0.926 | 0.929 | 0.941 |
(c) AUPR - VCP 3,r | ||||
Network | 1 | 2 | 3 | 3exp |
condmat | 0.011917 | 0.010643 | 0.010352 | - |
dblp-collab | 0.007152 | 0.009161 | 0.009931 | 0.009973 |
hepth-collab | 0.007197 | 0.010280 | 0.011131 | - |
huddle | 0.039394 | 0.065830 | 0.067993 | 0.080036 |
(d) AUPR - VCP 4,r | ||||
Network | 1 | 2 | 3 | 3exp |
condmat | 0.008588 | 0.010103 | 0.009433 | - |
dblp-collab | 0.009410 | 0.012389 | 0.014008 | 0.015229 |
hepth-collab | 0.007157 | 0.009375 | 0.009024 | - |
huddle | 0.046803 | 0.071811 | 0.073406 | 0.092726 |