Table 2.
Average RMSE over all time-stamps
| Methods | UCI Messages | Digg | Epinions | Infectious | arXiv hep-th | DBLP |
|---|---|---|---|---|---|---|
| w-CN | 0.2649 | 0.0229 | 0.0171 | 0.9386 | 0.1167 | 0.0227 |
| w-AA | 0.5101 | 0.0325 | 0.0483 | 1.0192 | 0.2295 | 0.0350 |
| w-HPLP | 0.2653 | 0.0064 | 0.0021 | 0.5802 | 0.0785 | 0.0056 |
| Fact-Sq | 0.3324 | 0.0107 | 0.0021 | 0.5215 | 0.0970 | 0.0071 |
| CP-Tensor | 0.2215 | 0.0191 | 0.0150 | 0.9321 | 0.1440 | 0.0170 |
| TMF (d=1) | 0.1853 | 0.0031 | 0.0007 | 0.5304 | 0.0464 | 0.0016 |
| TMF (d=2) | 0.1673 | 0.0032 | 0.0012 | 0.5398 | 0.0436 | 0.0014 |
|
| ||||||
| s-TMF (d=1) | – | – | – | 0.4743 | 0.0432 | 0.0011 |
| s-TMF (d=2) | – | – | – | 0.4391 | 0.0427 | 0.0012 |
|
| ||||||
| Average | 0.2773 | 0.0139 | 0.0123 | 0.6911 | 0.0986 | 0.0117 |