Distribution Fidelity on ACS
1.41WM (Weighted Mean)AIM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AIMModeling Strategy=groupwise, epsilon=102026.06 | 1.41 | 1.4 | 4.44 | 4.59 | |
| AIMModeling Strategy=groupwise, epsilon=1002026.06 | 1.41 | 1.54 | 2.92 | 2.63 | |
| GreedyBayesModeling Strategy=groupwise, rho=42026.06 | 1.48 | 1.29 | 4.01 | 2.83 | |
| AIMModeling Strategy=groupwise, epsilon=∞2026.06 | 1.55 | 1.72 | 2.98 | 3.16 | |
| AIMModeling Strategy=population-wide, epsilon=102026.06 | 1.95 | 2.12 | 8.22 | 8.1 | |
| GreedyBayesModeling Strategy=groupwise, rho=32026.06 | 2.26 | 2.08 | 3.91 | 3.67 | |
| AIMModeling Strategy=groupwise, epsilon=12026.06 | 2.57 | 2.82 | 8.12 | 8.51 | |
| AIMModeling Strategy=population-wide, epsilon=1002026.06 | 2.7 | 3.08 | 11.04 | 11.11 | |
| AIMModeling Strategy=population-wide, epsilon=12026.06 | 2.86 | 3.03 | 8.6 | 8.8 | |
| PrivBayesModeling Strategy=groupwise, epsilon=1002026.06 | 3.16 | 3.55 | 6.9 | 6.07 | |
| AIMModeling Strategy=population-wide, epsilon=∞2026.06 | 3.17 | 3.48 | 12.03 | 11.21 | |
| GreedyBayesModeling Strategy=population-wide, rho=42026.06 | 3.25 | 3.42 | 10.06 | 10.03 | |
| GreedyBayesModeling Strategy=groupwise, rho=22026.06 | 3.38 | 3.41 | 4.52 | 4.22 | |
| PrivBayesModeling Strategy=groupwise, epsilon=102026.06 | 3.64 | 3.95 | 6.83 | 7.22 | |
| PrivBayesModeling Strategy=population-wide, epsilon=1002026.06 | 3.93 | 4.42 | 14.31 | 13.74 | |
| GreedyBayesModeling Strategy=population-wide, rho=32026.06 | 4.18 | 4.12 | 11.15 | 12.65 | |
| MSTModeling Strategy=groupwise, epsilon=1002026.06 | 4.81 | 5.02 | 6.94 | 6.36 | |
| MSTModeling Strategy=groupwise, epsilon=∞2026.06 | 4.81 | 5 | 6.91 | 6.32 | |
| MSTModeling Strategy=groupwise, epsilon=102026.06 | 4.84 | 5.1 | 7.8 | 7.13 | |
| PrivBayesModeling Strategy=population-wide, epsilon=102026.06 | 5.3 | 5.15 | 14.05 | 13.28 | |
| MSTModeling Strategy=groupwise, epsilon=12026.06 | 5.62 | 7.52 | 16.42 | 15.43 | |
| PrivBayesModeling Strategy=groupwise, epsilon=12026.06 | 5.64 | 6.02 | 10.78 | 10.93 | |
| GreedyBayesModeling Strategy=population-wide, rho=22026.06 | 5.69 | 5.14 | 15.58 | 13.81 | |
| PrivBayesModeling Strategy=population-wide, epsilon=12026.06 | 5.72 | 5.81 | 16.12 | 14.99 | |
| MSTModeling Strategy=population-wide, epsilon=∞2026.06 | 7.55 | 6.94 | 16.04 | 16.39 | |
| MSTModeling Strategy=population-wide, epsilon=102026.06 | 7.57 | 6.96 | 16.05 | 16.34 | |
| MSTModeling Strategy=population-wide, epsilon=1002026.06 | 7.59 | 6.99 | 16 | 16.41 | |
| MSTModeling Strategy=population-wide, epsilon=12026.06 | 7.85 | 7.19 | 16.32 | 16.59 |