notesum.ai
Published at November 25Local Intrinsic Dimensionality for Dynamic Graph Embeddings
Released Date: November 25, 2024
Authors: Dušica Knežević, Miloš Savić, Miloš Radovanović

| Graph | Dim. | Precision | Recall | |||
|---|---|---|---|---|---|---|
| fb-forum | 200 | 1 | 1 | 0.8289 | 0.8346 | 0.8317 |
| ia-primschool | 10 | 1 | 4 | 0.8051 | 0.7869 | 0.7959 |
| college-msg | 50 | 1 | 1 | 0.664 | 0.7043 | 0.6835 |
| email-eu | 50 | 0.5 | 0.5 | 0.6325 | 0.7174 | 0.6722 |
| ia-contacts | 200 | 0.5 | 4 | 0.6944 | 0.6158 | 0.6527 |
| ia-hospital | 100 | 0.5 | 4 | 0.6476 | 0.6087 | 0.6274 |
| radoslaw-email | 25 | 0.5 | 4 | 0.6662 | 0.5925 | 0.6271 |
| ia-enron | 25 | 0.5 | 2 | 0.4643 | 0.7221 | 0.5651 |
| fb-messages | 100 | 0.5 | 1 | 0.5146 | 0.6072 | 0.5569 |
| ia-realitycall | 10 | 4 | 0.5 | 0.0329 | 0.0404 | 0.0362 |