Hypergraph Parameter Estimation on Synthetic Hypergraph N=200, M=400 (test)
0.0334RMSE (Means)HYVINT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HYVINTLatent dimension K=8, Hyperedge heterogeneity parameters=[1, 2], Number of runs=202026.05 | 0.0334 | 0.0107 | |
| HYGENELatent dimension K=8, Hyperedge heterogeneity parameters=[1, 2], Number of runs=202026.05 | 0.0345 | 0.0118 | |
| DDELatent dimension K=8, Hyperedge heterogeneity parameters=[1, 2], Number of runs=202026.05 | 0.0358 | 0.0133 | |
| Gau-DiffLatent dimension K=8, Hyperedge heterogeneity parameters=[1, 2], Number of runs=202026.05 | 0.0535 | 0.0074 | |
| Ber-DiffLatent dimension K=8, Hyperedge heterogeneity parameters=[1, 2], Number of runs=202026.05 | 0.1333 | 0.0261 | |
| NMF-DiffLatent dimension K=8, Hyperedge heterogeneity parameters=[1, 2], Number of runs=202026.05 | 0.4261 | 0.0175 |