Hypergraph Generation on Synthetic Hypergraph K=2, rho_i in [1, 2]
0.017RMSE (Means)HYVINT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HYVINTN=200, M=800, K=22026.05 | 0.017 | 0.0085 | |
| DDEN=200, M=400, K=22026.05 | 0.0226 | 0.0124 | |
| HYGENEN=200, M=400, K=22026.05 | 0.0229 | 0.0115 | |
| HYVINTN=200, M=400, K=22026.05 | 0.0235 | 0.0106 | |
| HYGENEN=200, M=800, K=22026.05 | 0.024 | 0.0087 | |
| HYVINTN=800, M=800, K=22026.05 | 0.0245 | 0.0089 | |
| HYVINTN=400, M=800, K=22026.05 | 0.0249 | 0.0087 | |
| HYGENEN=400, M=800, K=22026.05 | 0.0253 | 0.0089 | |
| DDEN=400, M=800, K=22026.05 | 0.0262 | 0.0091 | |
| HYGENEN=800, M=800, K=22026.05 | 0.0269 | 0.0091 | |
| DDEN=800, M=400, K=22026.05 | 0.0275 | 0.0128 | |
| HYVINTN=400, M=400, K=22026.05 | 0.0281 | 0.0109 | |
| DDEN=200, M=800, K=22026.05 | 0.0282 | 0.0088 | |
| HYGENEN=400, M=400, K=22026.05 | 0.0295 | 0.0116 | |
| HYGENEN=800, M=400, K=22026.05 | 0.0299 | 0.009 | |
| DDEN=400, M=400, K=22026.05 | 0.0305 | 0.0123 | |
| DDEN=800, M=800, K=22026.05 | 0.0306 | 0.0095 | |
| HYVINTN=800, M=400, K=22026.05 | 0.0337 | 0.0097 | |
| HYVINTN=800, M=200, K=22026.05 | 0.0347 | 0.0131 | |
| HYVINTN=200, M=200, K=22026.05 | 0.0369 | 0.0102 | |
| HYGENEN=200, M=200, K=22026.05 | 0.038 | 0.0094 | |
| HYGENEN=800, M=200, K=22026.05 | 0.0392 | 0.0149 | |
| DDEN=200, M=200, K=22026.05 | 0.0402 | 0.0162 | |
| DDEN=400, M=200, K=22026.05 | 0.042 | 0.0168 | |
| HYGENEN=400, M=200, K=22026.05 | 0.0451 | 0.0164 | |
| DDEN=800, M=200, K=22026.05 | 0.0469 | 0.0182 | |
| Gau-DiffN=200, M=800, K=22026.05 | 0.0474 | 0.0053 | |
| HYVINTN=400, M=200, K=22026.05 | 0.0475 | 0.0159 | |
| Ber-DiffN=800, M=400, K=22026.05 | 0.0505 | 0.0058 | |
| Gau-DiffN=400, M=200, K=22026.05 | 0.0514 | 0.0091 | |
| Ber-DiffN=400, M=200, K=22026.05 | 0.0534 | 0.0094 | |
| Ber-DiffN=800, M=200, K=22026.05 | 0.0555 | 0.0079 | |
| Ber-DiffN=800, M=800, K=22026.05 | 0.0657 | 0.0063 | |
| Gau-DiffN=200, M=200, K=22026.05 | 0.0707 | 0.0105 | |
| Gau-DiffN=200, M=400, K=22026.05 | 0.0724 | 0.0777 | |
| Ber-DiffN=200, M=800, K=22026.05 | 0.0799 | 0.0117 | |
| Ber-DiffN=400, M=800, K=22026.05 | 0.0855 | 0.0139 | |
| Gau-DiffN=400, M=800, K=22026.05 | 0.1005 | 0.0055 | |
| Gau-DiffN=400, M=400, K=22026.05 | 0.1015 | 0.0063 | |
| Gau-DiffN=800, M=800, K=22026.05 | 0.104 | 0.0045 | |
| Gau-DiffN=800, M=400, K=22026.05 | 0.1068 | 0.0055 | |
| Gau-DiffN=800, M=200, K=22026.05 | 0.1073 | 0.007 | |
| Ber-DiffN=200, M=200, K=22026.05 | 0.1143 | 0.0225 | |
| Ber-DiffN=200, M=400, K=22026.05 | 0.1441 | 0.0262 | |
| Ber-DiffN=400, M=400, K=22026.05 | 0.1598 | 0.0154 | |
| NMF-DiffN=400, M=200, K=22026.05 | 0.431 | 0.0205 | |
| NMF-DiffN=200, M=400, K=22026.05 | 0.4313 | 0.0178 | |
| NMF-DiffN=400, M=400, K=22026.05 | 0.4317 | 0.0157 | |
| NMF-DiffN=400, M=800, K=22026.05 | 0.4318 | 0.0126 | |
| NMF-DiffN=200, M=200, K=22026.05 | 0.4319 | 0.0221 | |
| NMF-DiffN=200, M=800, K=22026.05 | 0.4319 | 0.0152 | |
| NMF-DiffN=800, M=800, K=22026.05 | 0.4325 | 0.0111 | |
| NMF-DiffN=800, M=400, K=22026.05 | 0.4336 | 0.0145 | |
| NMF-DiffN=800, M=200, K=22026.05 | 0.4349 | 0.0195 |