Robustness Certification on Drug Consumption (test)
94.5Certification Rate (0.05% bias)Antidote-P
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Antidote-PBias type=MISS (missing data), Tree depth=12021.10 | 94.5 | 94.5 | 94.5 | 94.5 | 85.1 | 85.1 | |
| Antidote-PBias type=FLIP (label-flipping), Tree depth=12021.10 | 94.5 | 94.5 | 94.5 | 92.1 | 85.1 | 7.1 | |
| Antidote-PBias type=MISS + FAKE, Tree depth=12021.10 | 94.5 | 94.5 | 94.5 | 94.5 | 85.1 | 85.1 | |
| Antidote-PBias type=MISS + FLIP, Tree depth=12021.10 | 94.5 | 94.5 | 92.1 | 92.1 | 85.1 | 38 |