Distribution Estimation on Income
0W1 DistanceGM
Evaluation Results
| Method | Links | |
|---|---|---|
| GMPrivacy Model=DP, Domain Chunks=16, epsilon (ε)=12026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=32, epsilon (ε)=12026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=16, epsilon (ε)=0.52026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=64, epsilon (ε)=12026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=32, epsilon (ε)=0.52026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=64, epsilon (ε)=0.52026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=16, epsilon (ε)=0.12026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=16, epsilon (ε)=0.062026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=32, epsilon (ε)=0.12026.03 | 0 | |
| GMPrivacy Model=DP, Domain Chunks=32, epsilon (ε)=0.062026.03 | 0.0001 | |
| GMPrivacy Model=DP, Domain Chunks=64, epsilon (ε)=0.12026.03 | 0.0001 | |
| GMPrivacy Model=DP, Domain Chunks=16, epsilon (ε)=0.022026.03 | 0.0001 | |
| GMPrivacy Model=DP, Domain Chunks=64, epsilon (ε)=0.062026.03 | 0.0001 | |
| GMPrivacy Model=DP, Domain Chunks=32, epsilon (ε)=0.022026.03 | 0.0002 | |
| ASPepsilon (ε)=12026.03 | 0.0004 | |
| ASPepsilon (ε)=0.52026.03 | 0.0004 | |
| ASPepsilon (ε)=0.12026.03 | 0.0004 | |
| GMPrivacy Model=DP, Domain Chunks=64, epsilon (ε)=0.022026.03 | 0.0004 | |
| SPMepsilon (ε)=12026.03 | 0.0004 | |
| ASPepsilon (ε)=0.062026.03 | 0.0005 | |
| SPMepsilon (ε)=0.52026.03 | 0.0005 | |
| SPMepsilon (ε)=0.12026.03 | 0.0005 | |
| ASPepsilon (ε)=0.022026.03 | 0.0005 | |
| SPMepsilon (ε)=0.062026.03 | 0.0006 | |
| SPMepsilon (ε)=0.022026.03 | 0.0013 | |
| SWPrivacy Model=LDP, epsilon (ε)=12026.03 | 0.0038 | |
| SWPrivacy Model=LDP, epsilon (ε)=0.52026.03 | 0.0093 | |
| SWPrivacy Model=LDP, epsilon (ε)=0.12026.03 | 0.0473 | |
| TrimTrim Percentage=10%, epsilon (ε)=0.022026.03 | 0.0485 | |
| TrimTrim Percentage=10%, epsilon (ε)=0.062026.03 | 0.0549 | |
| TrimTrim Percentage=10%, epsilon (ε)=0.12026.03 | 0.0689 | |
| SWPrivacy Model=LDP, epsilon (ε)=0.062026.03 | 0.0892 | |
| TrimTrim Percentage=20%, epsilon (ε)=0.022026.03 | 0.134 | |
| TrimTrim Percentage=10%, epsilon (ε)=0.52026.03 | 0.143 | |
| TrimTrim Percentage=10%, epsilon (ε)=12026.03 | 0.151 | |
| TrimTrim Percentage=20%, epsilon (ε)=0.062026.03 | 0.229 | |
| TrimTrim Percentage=30%, epsilon (ε)=0.022026.03 | 0.247 | |
| TrimTrim Percentage=20%, epsilon (ε)=0.12026.03 | 0.289 | |
| TrimTrim Percentage=20%, epsilon (ε)=0.52026.03 | 0.326 | |
| TrimTrim Percentage=20%, epsilon (ε)=12026.03 | 0.326 | |
| SWPrivacy Model=LDP, epsilon (ε)=0.022026.03 | 0.334 | |
| TrimTrim Percentage=30%, epsilon (ε)=0.062026.03 | 0.389 | |
| TrimTrim Percentage=30%, epsilon (ε)=12026.03 | 0.396 | |
| TrimTrim Percentage=30%, epsilon (ε)=0.12026.03 | 0.399 | |
| TrimTrim Percentage=30%, epsilon (ε)=0.52026.03 | 0.399 |