Intervention Policy Design on Beijing survey dataset
61NconvConversion-by-Alignment Framework
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Conversion-by-Alignment Framework2026.05 | 61 | 0.1718 | 0.0365 | 15.6777 | 8 | 0.109 | 0.2425 | |
| Top-Shapley Top-k Uniform2026.05 | 36 | 0.1014 | 0.0214 | 9.4207 | 5 | 0.0641 | 0.1444 | |
| Max-Coverage Top-k Uniform2026.05 | 33 | 0.093 | 0.0194 | 9.4207 | 5 | 0.0579 | 0.1304 | |
| Top-Shapley Single-Lever2026.05 | 14 | 0.0394 | 0.0096 | 3.7683 | 1 | 0.0296 | 0.0657 | |
| Outcome-Only Sparse2026.05 | 9 | 0.0254 | 0.0045 | 9.4207 | 5 | 0.0143 | 0.0286 |