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Table 9 Performance for longitudinal VCP predictions

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