Machine Unlearning on Credit (test)
81.46AUCRetrain
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Retrainstate=Before unlearning, model=MLP2025.07 | 81.46 | 50.43 | 1.47 | |
| Certified-SPstate=Before unlearning, epsilon=1, delta=1e-5, model=MLP2025.07 | 81.46 | 50.43 | 1.47 | |
| Retrainstate=After unlearning, model=MLP2025.07 | 81.44 | 50.02 | 1.01 | |
| EUPGstate=Before unlearning, epsilon=1, delta=0, model=MLP2025.07 | 81.37 | 50.39 | 1.15 | |
| Certified-SPstate=After unlearning, epsilon=1, delta=1e-5, model=MLP2025.07 | 81.34 | 49.98 | 0.83 | |
| EUPGstate=After unlearning, epsilon=1, delta=0, model=MLP2025.07 | 81.31 | 50.11 | 0.92 | |
| EUPGstate=Before unlearning, k=30, model=MLP2025.07 | 81.26 | 50.33 | 1.2 | |
| EUPGstate=After unlearning, k=30, model=MLP2025.07 | 81.26 | 50.04 | 0.99 | |
| SISAstate=After unlearning, model=MLP2025.07 | 81.19 | 50.11 | 1.05 | |
| SISAstate=Before unlearning, model=MLP2025.07 | 80.92 | 52.05 | 2.06 |