Regression on D1
0.038Average Relative MSEOLS
Evaluation Results
| Method | Links | |
|---|---|---|
| OLSSize (n, d)=(182, 4), Privacy=Non-private, Repetitions=1002025.10 | 0.038 | |
| BinAggSize (n, d)=(182, 4), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.095 | |
| OriginalAveraging=across 10 synthetic datasets2025.10 | 0.286 | |
| DP-GDSize (n, d)=(182, 4), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.677 | |
| AdaSSPSize (n, d)=(182, 4), Privacy=mu-GDP (mu=1), Repetitions=1002025.10 | 0.69 | |
| BinAggprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 0.939 | |
| DP-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.091 | |
| PATE-CTGANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.344 | |
| AIMprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 1.4 | |
| DP-GANprivacy_budget_epsilon=1, privacy_budget_delta=1/n^1.1, Averaging=across 10 synthetic datasets2025.10 | 2.398 |