Tensor Factorization on ICEWS (heldout)
0.0201Mean Heldout (α,β)-DivergenceCP/PARAFAC
Evaluation Results
| Method | Links | |
|---|---|---|
| CP/PARAFACalpha=0.82026.02 | 0.0201 | |
| NNEinFactalpha=0.82026.02 | 0.0203 | |
| LR Tuckeralpha=0.82026.02 | 0.0212 | |
| Tensor-trainalpha=0.82026.02 | 0.0226 | |
| Tuckeralpha=0.82026.02 | 0.0234 | |
| Tucker (cubic)alpha=0.82026.02 | 0.0243 | |
| NNEinFactalpha=1.02026.02 | 0.0273 | |
| CP/PARAFACalpha=1.02026.02 | 0.0285 | |
| LR Tuckeralpha=1.02026.02 | 0.0291 | |
| LR Tucker (cubic)alpha=1.02026.02 | 0.0301 | |
| Tensor-trainalpha=1.02026.02 | 0.0331 | |
| Tuckeralpha=1.02026.02 | 0.0342 | |
| LR Tucker (cubic)alpha=0.82026.02 | 0.0354 | |
| Tucker (cubic)alpha=1.02026.02 | 0.0356 | |
| NNEinFactalpha=1.22026.02 | 0.0457 | |
| CP/PARAFACalpha=1.22026.02 | 0.047 | |
| Tucker (cubic)alpha=1.22026.02 | 0.0515 | |
| LR Tucker (cubic)alpha=1.22026.02 | 0.0515 | |
| Tuckeralpha=1.22026.02 | 0.0557 | |
| Tensor-trainalpha=1.22026.02 | 0.056 | |
| LR Tuckeralpha=1.22026.02 | 0.0595 |