Evasion attack verification on higgs 10,000 examples (test)
13.7SpeedupVeritas
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 13.7 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 7.5 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 3.3 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.8 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 2.4 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 1.6 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 1.5 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 1 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 3.7 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 6 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 1.4 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 59.8 |