Evasion attack verification on webspam 10,000 examples (test)
12.2SpeedupKantchelian
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KantchelianEnsemble Model=Random Forest, Approach=pruned2024.02 | 12.2 | — | |
| KantchelianEnsemble Model=Random Forest, Approach=mixed2024.02 | 7.2 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=pruned2024.02 | 5.6 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=mixed2024.02 | 4.3 | — | |
| VeritasEnsemble Model=Random Forest, Approach=pruned2024.02 | 3.6 | — | |
| VeritasEnsemble Model=XGBoost, Approach=pruned2024.02 | 2.4 | — | |
| VeritasEnsemble Model=XGBoost, Approach=mixed2024.02 | 2 | — | |
| VeritasEnsemble Model=Random Forest, Approach=mixed2024.02 | 1.1 | — | |
| KantchelianEnsemble Model=XGBoost, Approach=full2024.02 | — | 23.7 | |
| KantchelianEnsemble Model=Random Forest, Approach=full2024.02 | — | 6 | |
| VeritasEnsemble Model=XGBoost, Approach=full2024.02 | — | 25.8 | |
| VeritasEnsemble Model=Random Forest, Approach=full2024.02 | — | 12.5 |