Linear Regression on LHSM m=16 (test) (RMSE)
0.0691RMSENo randomization
Evaluation Results
| Method | Links | |
|---|---|---|
| No randomizationPrivacy Budget (epsilon)=0.5, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=1.0, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=1.5, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=2.0, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=2.5, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=3.0, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=3.5, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=4.0, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=4.5, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=5.0, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=7.5, m=162026.05 | 0.0691 | |
| No randomizationPrivacy Budget (epsilon)=10.0, m=162026.05 | 0.0691 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=10.0, m=162026.05 | 0.0908 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=7.5, m=162026.05 | 0.1048 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=5.0, m=162026.05 | 0.1371 | |
| Laplace + PAPrivacy Budget (epsilon)=10.0, m=162026.05 | 0.1439 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=4.5, m=162026.05 | 0.1486 | |
| Laplace + PAPrivacy Budget (epsilon)=7.5, m=162026.05 | 0.1511 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=4.0, m=162026.05 | 0.1634 | |
| Laplace + PAPrivacy Budget (epsilon)=5.0, m=162026.05 | 0.17 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=10.0, m=162026.05 | 0.1765 | |
| Laplace + PAPrivacy Budget (epsilon)=4.5, m=162026.05 | 0.1774 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=10.0, m=162026.05 | 0.178 | |
| Task-AwarePrivacy Budget (epsilon)=10.0, m=162026.05 | 0.1802 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=7.5, m=162026.05 | 0.1822 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=7.5, m=162026.05 | 0.1826 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=3.5, m=162026.05 | 0.1828 | |
| Task-AwarePrivacy Budget (epsilon)=7.5, m=162026.05 | 0.1852 | |
| Laplace + PAPrivacy Budget (epsilon)=4.0, m=162026.05 | 0.1872 | |
| Task-AwarePrivacy Budget (epsilon)=5.0, m=162026.05 | 0.189 | |
| Task-AwarePrivacy Budget (epsilon)=4.5, m=162026.05 | 0.1896 | |
| Task-AwarePrivacy Budget (epsilon)=4.0, m=162026.05 | 0.1901 | |
| Task-AwarePrivacy Budget (epsilon)=3.5, m=162026.05 | 0.1906 | |
| Task-AwarePrivacy Budget (epsilon)=3.0, m=162026.05 | 0.191 | |
| Task-AwarePrivacy Budget (epsilon)=2.5, m=162026.05 | 0.1913 | |
| Task-AwarePrivacy Budget (epsilon)=2.0, m=162026.05 | 0.1916 | |
| Task-AwarePrivacy Budget (epsilon)=1.5, m=162026.05 | 0.1918 | |
| Task-AwarePrivacy Budget (epsilon)=0.5, m=162026.05 | 0.192 | |
| Task-AwarePrivacy Budget (epsilon)=1.0, m=162026.05 | 0.192 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=5.0, m=162026.05 | 0.1936 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=5.0, m=162026.05 | 0.1945 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=4.5, m=162026.05 | 0.1981 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=4.5, m=162026.05 | 0.1991 | |
| Laplace + PAPrivacy Budget (epsilon)=3.5, m=162026.05 | 0.2006 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=4.0, m=162026.05 | 0.2044 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=4.0, m=162026.05 | 0.2058 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=3.0, m=162026.05 | 0.2093 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=3.5, m=162026.05 | 0.2136 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=3.5, m=162026.05 | 0.215 | |
| Laplace + PAPrivacy Budget (epsilon)=3.0, m=162026.05 | 0.2197 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=3.0, m=162026.05 | 0.2269 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=3.0, m=162026.05 | 0.2282 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=2.5, m=162026.05 | 0.247 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=2.5, m=162026.05 | 0.2471 | |
| Laplace + PAPrivacy Budget (epsilon)=2.5, m=162026.05 | 0.2482 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=2.5, m=162026.05 | 0.249 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=2.0, m=162026.05 | 0.2801 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=2.0, m=162026.05 | 0.2822 | |
| Laplace + PAPrivacy Budget (epsilon)=2.0, m=162026.05 | 0.2935 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=2.0, m=162026.05 | 0.3045 | |
| PrivUnit2Privacy Budget (epsilon)=10.0, m=162026.05 | 0.3155 | |
| PrivUnitGPrivacy Budget (epsilon)=10.0, m=162026.05 | 0.3365 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=1.5, m=162026.05 | 0.3406 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=1.5, m=162026.05 | 0.3437 | |
| PrivUnit2Privacy Budget (epsilon)=7.5, m=162026.05 | 0.3619 | |
| Laplace + PAPrivacy Budget (epsilon)=1.5, m=162026.05 | 0.3729 | |
| PrivUnitGPrivacy Budget (epsilon)=7.5, m=162026.05 | 0.3831 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=1.5, m=162026.05 | 0.4016 | |
| PrivUnit2Privacy Budget (epsilon)=5.0, m=162026.05 | 0.471 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=1.0, m=162026.05 | 0.4736 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=1.0, m=162026.05 | 0.4776 | |
| PrivUnitGPrivacy Budget (epsilon)=5.0, m=162026.05 | 0.4865 | |
| PrivUnit2Privacy Budget (epsilon)=4.5, m=162026.05 | 0.5083 | |
| PrivUnitGPrivacy Budget (epsilon)=4.5, m=162026.05 | 0.5235 | |
| Laplace + PAPrivacy Budget (epsilon)=1.0, m=162026.05 | 0.5387 | |
| PrivUnit2Privacy Budget (epsilon)=4.0, m=162026.05 | 0.5577 | |
| PrivUnitGPrivacy Budget (epsilon)=4.0, m=162026.05 | 0.5707 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=1.0, m=162026.05 | 0.5976 | |
| PrivUnit2Privacy Budget (epsilon)=3.5, m=162026.05 | 0.6222 | |
| PrivUnitGPrivacy Budget (epsilon)=3.5, m=162026.05 | 0.6333 | |
| PrivUnit2Privacy Budget (epsilon)=3.0, m=162026.05 | 0.7097 | |
| PrivUnitGPrivacy Budget (epsilon)=3.0, m=162026.05 | 0.7192 | |
| PrivUnit2Privacy Budget (epsilon)=2.5, m=162026.05 | 0.8348 | |
| PrivUnitGPrivacy Budget (epsilon)=2.5, m=162026.05 | 0.8425 | |
| Laplace (l1)Privacy Budget (epsilon)=10.0, m=162026.05 | 0.8921 | |
| PrivUnitG + PAPrivacy Budget (epsilon)=0.5, m=162026.05 | 0.8996 | |
| PrivUnit2 + PAPrivacy Budget (epsilon)=0.5, m=162026.05 | 0.9048 | |
| PrivUnit2Privacy Budget (epsilon)=2.0, m=162026.05 | 1.0252 | |
| PrivUnitGPrivacy Budget (epsilon)=2.0, m=162026.05 | 1.029 | |
| Laplace + PAPrivacy Budget (epsilon)=0.5, m=162026.05 | 1.052 | |
| Laplace (l1)Privacy Budget (epsilon)=7.5, m=162026.05 | 1.1832 | |
| CW + PA w/o boundingPrivacy Budget (epsilon)=0.5, m=162026.05 | 1.1897 | |
| PrivUnitGPrivacy Budget (epsilon)=1.5, m=162026.05 | 1.3471 | |
| PrivUnit2Privacy Budget (epsilon)=1.5, m=162026.05 | 1.3492 | |
| Laplace (l1)Privacy Budget (epsilon)=5.0, m=162026.05 | 1.7682 | |
| Laplace (l1)Privacy Budget (epsilon)=4.5, m=162026.05 | 1.9635 | |
| PrivUnitGPrivacy Budget (epsilon)=1.0, m=162026.05 | 1.9924 | |
| PrivUnit2Privacy Budget (epsilon)=1.0, m=162026.05 | 2.0035 | |
| Laplace (l1)Privacy Budget (epsilon)=4.0, m=162026.05 | 2.2078 | |
| Laplace (l1)Privacy Budget (epsilon)=3.5, m=162026.05 | 2.5221 |