Causal effect estimation on RetailHero (test)
0.004MSE (0.1)adaptive-balance
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| adaptive-balance2025.02 | 0.004 | 0.002 | 0.002 | 0.001 | 0.001 | 0.001 | 0 | 0 | 0 | |
| adaptive-plugin2025.02 | 0.004 | 0.001 | 0.001 | 0.001 | 0.001 | 0 | 0 | 0 | 0 | |
| random2025.02 | 0.027 | 0.012 | 0.009 | 0.006 | 0.005 | 0.003 | 0.001 | 0.001 | 0 | |
| active-uncertain2025.02 | 16.1 | 38.9 | 70.4 | 75.9 | 115 | 112 | 168 | 250 | 402 | |
| active-margin2025.02 | 3,530 | 0.047 | 0.087 | 12.5 | 8,380 | 2,250,000 | 1,490,000 | 653,000 | 14,300,000 |