Regression on California Housing sklearn (test)
91.3CoverageDP-SCP-F (Finite)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DP-SCP-F (Finite)Privacy Budget=ε = 0.52026.03 | 91.3 | 2.306 | |
| DP-SCP-F (Finite)Privacy Budget=ε = 1.02026.03 | 90.7 | 2.209 | |
| DP-SCP-F (Finite)Privacy Budget=ε = 2.02026.03 | 90.2 | 2.16 | |
| DP-SCP-A (Asymp.)Privacy Budget=ε = 1.02026.03 | 89.9 | 2.113 | |
| DP-SCP-A (Asymp.)Privacy Budget=ε = 0.52026.03 | 89.8 | 2.119 | |
| DP-SplitPrivacy Budget=ε = 0.52026.03 | 89.8 | 2.193 | |
| DP-SplitPrivacy Budget=ε = 1.02026.03 | 89.8 | 2.183 | |
| DP-SCP-A (Asymp.)Privacy Budget=ε = 2.02026.03 | 89.8 | 2.109 | |
| DP-SplitPrivacy Budget=ε = 2.02026.03 | 89.8 | 2.187 | |
| Split CPPrivacy Budget=Non-private2026.03 | 89.8 | 1.917 | |
| Naive FullPrivacy Budget=Non-private2026.03 | 89.6 | 1.806 |