Binary Classification on UCI Heart
0.822AUCWW-DP-SGD
Evaluation results
| Method | Links | |
|---|---|---|
| WW-DP-SGDPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.822 | |
| DP-Adam-ACPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.815 | |
| DP-SATPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.812 | |
| DP-AdamPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.811 | |
| DP-SAMPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.811 | |
| ADP-AdamWPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.81 | |
| DP-ISPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.808 | |
| DP-SGDPrivacy Budget=epsilon ≈ 8, delta = 10^-5, Architecture=MLP (two hidden layers)2026.02 | 0.802 |