Hypergraph Parameter Estimation on Synthetic Hypergraph K=8, rho in [0,1]
0.0238RMSE (Means)HYVINT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HYVINTN=400, M=8002026.05 | 0.0238 | 0.009 | |
| HYGENEN=400, M=8002026.05 | 0.024 | 0.0101 | |
| DDEN=400, M=8002026.05 | 0.0241 | 0.0108 | |
| HYVINTN=800, M=8002026.05 | 0.0276 | 0.0083 | |
| HYVINTN=800, M=4002026.05 | 0.0295 | 0.0097 | |
| HYGENEN=800, M=4002026.05 | 0.0296 | 0.0126 | |
| DDEN=800, M=4002026.05 | 0.0298 | 0.0141 | |
| HYGENEN=800, M=8002026.05 | 0.0309 | 0.0097 | |
| DDEN=200, M=8002026.05 | 0.0315 | 0.0118 | |
| HYGENEN=200, M=8002026.05 | 0.0319 | 0.0117 | |
| HYVINTN=200, M=8002026.05 | 0.0322 | 0.0115 | |
| HYVINTN=200, M=4002026.05 | 0.0325 | 0.0107 | |
| HYGENEN=200, M=4002026.05 | 0.0339 | 0.0124 | |
| DDEN=800, M=8002026.05 | 0.0346 | 0.0104 | |
| HYVINTN=400, M=4002026.05 | 0.0348 | 0.0136 | |
| HYGENEN=400, M=4002026.05 | 0.0349 | 0.0141 | |
| DDEN=400, M=4002026.05 | 0.0351 | 0.0143 | |
| DDEN=200, M=2002026.05 | 0.0358 | 0.0205 | |
| HYGENEN=200, M=2002026.05 | 0.0363 | 0.0154 | |
| DDEN=200, M=4002026.05 | 0.0364 | 0.0145 | |
| HYVINTN=200, M=2002026.05 | 0.0365 | 0.0104 | |
| HYGENEN=400, M=2002026.05 | 0.0376 | 0.0178 | |
| HYVINTN=400, M=2002026.05 | 0.0386 | 0.0157 | |
| DDEN=400, M=2002026.05 | 0.0396 | 0.0194 | |
| DDEN=800, M=2002026.05 | 0.048 | 0.0197 | |
| HYGENEN=800, M=2002026.05 | 0.0482 | 0.0172 | |
| HYVINTN=800, M=2002026.05 | 0.0485 | 0.0131 | |
| Gau-DiffN=400, M=8002026.05 | 0.0582 | 0.0114 | |
| Gau-DiffN=200, M=8002026.05 | 0.0649 | 0.0103 | |
| Gau-DiffN=800, M=8002026.05 | 0.0698 | 0.0096 | |
| Gau-DiffN=800, M=4002026.05 | 0.0742 | 0.013 | |
| Gau-DiffN=400, M=4002026.05 | 0.0774 | 0.0134 | |
| Gau-DiffN=800, M=2002026.05 | 0.0787 | 0.0181 | |
| Gau-DiffN=200, M=4002026.05 | 0.0822 | 0.0152 | |
| Gau-DiffN=200, M=2002026.05 | 0.0828 | 0.0205 | |
| Gau-DiffN=400, M=2002026.05 | 0.0861 | 0.0182 | |
| Ber-DiffN=800, M=2002026.05 | 0.0947 | 0.0164 | |
| Ber-DiffN=200, M=4002026.05 | 0.139 | 0.0251 | |
| Ber-DiffN=800, M=4002026.05 | 0.1503 | 0.011 | |
| Ber-DiffN=800, M=8002026.05 | 0.1838 | 0.0219 | |
| Ber-DiffN=200, M=8002026.05 | 0.1926 | 0.0291 | |
| Ber-DiffN=400, M=8002026.05 | 0.2219 | 0.0308 | |
| Ber-DiffN=400, M=4002026.05 | 0.2475 | 0.0396 | |
| Ber-DiffN=200, M=2002026.05 | 0.2656 | 0.032 | |
| Ber-DiffN=400, M=2002026.05 | 0.2826 | 0.029 | |
| NMF-DiffN=800, M=8002026.05 | 0.3277 | 0.0114 | |
| NMF-DiffN=200, M=2002026.05 | 0.3289 | 0.0223 | |
| NMF-DiffN=800, M=2002026.05 | 0.33 | 0.0218 | |
| NMF-DiffN=200, M=8002026.05 | 0.3309 | 0.0124 | |
| NMF-DiffN=400, M=8002026.05 | 0.3309 | 0.0117 | |
| NMF-DiffN=800, M=4002026.05 | 0.3316 | 0.0156 | |
| NMF-DiffN=400, M=4002026.05 | 0.332 | 0.0158 | |
| NMF-DiffN=200, M=4002026.05 | 0.3326 | 0.0163 | |
| NMF-DiffN=400, M=2002026.05 | 0.3326 | 0.0218 |