Classification on Adult (Accuracy and Discrimination Gya)
84.5Global Model AccuracyFedPF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedPFPrivacy Budget (log(εp))=22025.10 | 84.5 | 36.8 | |
| FedPFPrivacy Budget (log(εp))=-22025.10 | 84.2 | 71.1 | |
| FedAAPrivacy Budget (log(εp))=-22025.10 | 84.1 | 78.4 | |
| FedAvgPrivacy Budget (log(εp))=-12025.10 | 84.1 | 84.7 | |
| CENTAURPrivacy Budget (log(εp))=-12025.10 | 84.1 | 66.7 | |
| FedAvgPrivacy Budget (log(εp))=02025.10 | 84.1 | 83 | |
| CENTAURPrivacy Budget (log(εp))=02025.10 | 84.1 | 74.5 | |
| FedPFPrivacy Budget (log(εp))=12025.10 | 84.1 | 39.6 | |
| FedAvgPrivacy Budget (log(εp))=-22025.10 | 84 | 85.3 | |
| FedAAPrivacy Budget (log(εp))=-12025.10 | 84 | 72.3 | |
| FedAAPrivacy Budget (log(εp))=02025.10 | 84 | 74.9 | |
| FedCEOPrivacy Budget (log(εp))=-22025.10 | 83.9 | 65.6 | |
| CENTAURPrivacy Budget (log(εp))=-22025.10 | 83.9 | 75.2 | |
| FedCEOPrivacy Budget (log(εp))=-12025.10 | 83.9 | 72.2 | |
| FedCEOPrivacy Budget (log(εp))=02025.10 | 83.9 | 80.7 | |
| FedPFPrivacy Budget (log(εp))=02025.10 | 83.8 | 69 | |
| FedPFPrivacy Budget (log(εp))=-12025.10 | 83.7 | 71.5 | |
| FedCEOPrivacy Budget (log(εp))=12025.10 | 83.4 | 83.2 | |
| CENTAURPrivacy Budget (log(εp))=22025.10 | 83.4 | 88.4 | |
| FedAvgPrivacy Budget (log(εp))=12025.10 | 83.1 | 88.1 | |
| FedAAPrivacy Budget (log(εp))=12025.10 | 83.1 | 78.3 | |
| CENTAURPrivacy Budget (log(εp))=12025.10 | 83.1 | 84.5 | |
| FedAAPrivacy Budget (log(εp))=22025.10 | 83.1 | 82.7 | |
| FedCEOPrivacy Budget (log(εp))=22025.10 | 82.9 | 89.1 | |
| FedAvgPrivacy Budget (log(εp))=22025.10 | 82.8 | 90.1 |