Regression on D3
0.023Average Relative MSEOLS
Evaluation Results
| Method | Links | |
|---|---|---|
| OLSSize (n, d)=(2043, 8), Privacy=Non-private, Repetitions=1002025.10 | 0.023 | |
| BinAggSize (n, d)=(2043, 8), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.035 | |
| AdaSSPSize (n, d)=(2043, 8), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.669 | |
| DP-GDSize (n, d)=(2043, 8), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.693 | |
| OriginalAveraging=across 10 synthetic datasets2025.10 | 0.875 | |
| AIMprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.169 | |
| BinAggprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 2.208 | |
| PATE-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 4.325 | |
| PATE-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 8.789 | |
| DP-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 12.619 | |
| DP-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 17.298 |