Downstream Classification on ACS data (test)
-0.56AUROC Difference (All)AIM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AIMModeling strategy=groupwise, epsilon=1002026.06 | -0.56 | -0.55 | -0.63 | -0.91 | -0.49 | |
| AIMModeling strategy=groupwise, epsilon=102026.06 | -0.68 | -0.62 | -0.77 | -1.21 | -0.75 | |
| AIMModeling strategy=groupwise, epsilon=∞2026.06 | -0.88 | -0.68 | -1.18 | -1.41 | -0.82 | |
| AIMModeling strategy=population-wide, epsilon=102026.06 | -0.9 | -0.77 | -1.05 | -1.37 | -1.27 | |
| AIMModeling strategy=population-wide, epsilon=∞2026.06 | -0.91 | -0.74 | -1.08 | -1.34 | -1.48 | |
| AIMModeling strategy=population-wide, epsilon=1002026.06 | -1 | -0.9 | -1.09 | -1.38 | -1.4 | |
| PrivBayesModeling strategy=groupwise, epsilon=1002026.06 | -1.07 | -0.85 | -1.12 | -3.41 | -2.82 | |
| GreedyBayesModeling strategy=groupwise, rho=42026.06 | -1.18 | -1.37 | -1 | -1.94 | -2.02 | |
| PrivBayesModeling strategy=groupwise, epsilon=102026.06 | -1.25 | -1.23 | -1.26 | -2.5 | -1.76 | |
| AIMModeling strategy=population-wide, epsilon=12026.06 | -1.34 | -1.2 | -1.56 | -2.04 | -1.91 | |
| PrivBayesModeling strategy=population-wide, epsilon=102026.06 | -1.44 | -1.36 | -1.6 | -2.41 | -1.8 | |
| AIMModeling strategy=groupwise, epsilon=12026.06 | -1.47 | -1.36 | -1.56 | -2.55 | -2.71 | |
| PrivBayesModeling strategy=population-wide, epsilon=1002026.06 | -1.67 | -1.53 | -1.89 | -2.18 | -2.28 | |
| PrivBayesModeling strategy=population-wide, epsilon=12026.06 | -2.3 | -2.23 | -2.44 | -2.5 | -2.31 | |
| PrivBayesModeling strategy=groupwise, epsilon=12026.06 | -2.33 | -2.21 | -2.46 | -3.84 | -3.28 | |
| GreedyBayesModeling strategy=population-wide, rho=42026.06 | -2.91 | -3.06 | -2.93 | -4.02 | -3.52 | |
| GreedyBayesModeling strategy=groupwise, rho=32026.06 | -3.04 | -2.74 | -3.35 | -8.26 | -4.01 | |
| GreedyBayesModeling strategy=groupwise, rho=22026.06 | -3.57 | -3.7 | -3.56 | -6.33 | -5.5 | |
| GreedyBayesModeling strategy=population-wide, rho=22026.06 | -3.69 | -3.85 | -3.81 | -4.77 | -4.66 | |
| GreedyBayesModeling strategy=population-wide, rho=32026.06 | -4.86 | -5.42 | -3.89 | -6.14 | -4.55 | |
| MSTModeling strategy=groupwise, epsilon=102026.06 | -8.97 | -7.3 | -12.65 | -15.91 | -11.58 | |
| MSTModeling strategy=groupwise, epsilon=∞2026.06 | -8.97 | -7.29 | -12.69 | -16.17 | -11.43 | |
| MSTModeling strategy=groupwise, epsilon=1002026.06 | -9.01 | -7.3 | -12.78 | -16.28 | -11.62 | |
| MSTModeling strategy=groupwise, epsilon=12026.06 | -9.05 | -7.33 | -12.79 | -16.67 | -11.92 | |
| MSTModeling strategy=population-wide, epsilon=12026.06 | -9.39 | -7.93 | -10.35 | -8.03 | -9.95 | |
| MSTModeling strategy=population-wide, epsilon=102026.06 | -9.39 | -7.89 | -10.37 | -8.05 | -9.97 | |
| MSTModeling strategy=population-wide, epsilon=1002026.06 | -9.39 | -7.91 | -10.32 | -7.98 | -9.93 | |
| MSTModeling strategy=population-wide, epsilon=∞2026.06 | -9.4 | -7.94 | -10.36 | -8.02 | -9.93 |