Evasion attack verification on prostate 10,000 examples (test)
25.2SpeedupVeritas
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 25.2 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 3.5 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 3 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 2.7 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 2.6 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.3 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 2.1 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 1.3 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 11.8 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 6 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 12.4 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 23 |