Dimension Selection on SAUC
99.96AUCShuffleGate
Evaluation Results
| Method | Links | |
|---|---|---|
| ShuffleGateTarget DR=50%2025.03 | 99.96 | |
| ShuffleGateTarget DR=25%2025.03 | 99.81 | |
| LeAPRatio (FR)=50%2026.05 | 99.81 | |
| No_SelectTarget DR=25%2025.03 | 99.78 | |
| SHARKRatio (FR)=50%2026.05 | 99.77 | |
| No_SelectTarget DR=50%2025.03 | 99.75 | |
| DimRegTarget DR=50%2025.03 | 99.68 | |
| AutoDimTarget DR=50%2025.03 | 99.66 | |
| AutoFieldRatio (FR)=50%2026.05 | 99.65 | |
| SSEDSTarget DR=50%2025.03 | 99.62 | |
| No_SelectRatio (FR)=25%2026.05 | 99.6 | |
| No_SelectTarget DR=10%2025.03 | 99.54 | |
| No_SelectRatio (FR)=50%2026.05 | 99.54 | |
| DimRegTarget DR=25%2025.03 | 99.44 | |
| SSEDSTarget DR=25%2025.03 | 99.43 | |
| ShuffleGateTarget DR=10%2025.03 | 99.32 | |
| SFSRatio (FR)=50%2026.05 | 99.15 | |
| LPFSRatio (FR)=50%2026.05 | 99.13 | |
| RFRatio (FR)=50%2026.05 | 98.95 | |
| LeAPRatio (FR)=25%2026.05 | 98.54 | |
| SSEDSTarget DR=10%2025.03 | 98.26 | |
| AutoFieldRatio (FR)=25%2026.05 | 98.08 | |
| SHARKRatio (FR)=25%2026.05 | 98.05 | |
| LPFSRatio (FR)=25%2026.05 | 97.54 | |
| SFSRatio (FR)=25%2026.05 | 97.33 | |
| XGBoostRatio (FR)=50%2026.05 | 97.1 | |
| DimRegTarget DR=10%2025.03 | 95.76 | |
| RFRatio (FR)=25%2026.05 | 92.37 | |
| XGBoostRatio (FR)=25%2026.05 | 89.77 | |
| LassoRatio (FR)=50%2026.05 | 88.72 | |
| LassoRatio (FR)=25%2026.05 | 79.28 |