Data Distribution Fidelity on Adult
0.034Fidelity ErrorAdaFedPrivSyn
Evaluation results
| Method | Links | |
|---|---|---|
| AdaFedPrivSynepsilon=5, participants (c)=52026.03 | 0.034 | |
| PrivSynepsilon=52026.03 | 0.036 | |
| FedPrivSynepsilon=5, participants (c)=52026.03 | 0.061 | |
| PrivSynepsilon=12026.03 | 0.086 | |
| AdaFedPrivSynepsilon=1, participants (c)=52026.03 | 0.097 | |
| FedPrivSyn-w/o RPepsilon=5, participants (c)=52026.03 | 0.112 | |
| AdaFedPrivSynepsilon=0.2, participants (c)=52026.03 | 0.158 | |
| FedPrivSyn-allMargepsilon=5, participants (c)=5, projected dimension (k)=102026.03 | 0.23 | |
| FedPrivSynepsilon=0.2, participants (c)=52026.03 | 0.23 | |
| FedPrivSyn-w/o RPepsilon=1, participants (c)=52026.03 | 0.28 | |
| FedPrivSynepsilon=1, participants (c)=52026.03 | 0.281 | |
| PrivSynepsilon=0.22026.03 | 0.293 | |
| FedPrivSyn-RandMargepsilon=5, participants (c)=52026.03 | 0.326 | |
| FedPrivSyn-RandMargepsilon=1, participants (c)=52026.03 | 0.463 | |
| FedPrivSyn-allMargepsilon=1, participants (c)=5, projected dimension (k)=102026.03 | 0.476 | |
| FedPrivSyn-w/o RPepsilon=0.2, participants (c)=52026.03 | 0.542 | |
| FedPrivSyn-RandMargepsilon=0.2, participants (c)=52026.03 | 0.587 | |
| FedPrivSyn-allMargepsilon=0.2, participants (c)=5, projected dimension (k)=102026.03 | 0.589 |