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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