CATE recovery on CATE Recovery sale1 -> purchase (test)
0.597Spearman CorrelationBelief Adapter
Evaluation Results
| Method | Links | |
|---|---|---|
| Belief AdapterParam=β (confound)2026.05 | 0.597 | |
| Belief AdapterParam=α (target)2026.05 | 0.548 | |
| S-learnerParam=α (target)2026.05 | 0.406 | |
| S-learnerParam=β (confound)2026.05 | 0.394 | |
| Belief AdapterParam=γ (irrelevant)2026.05 | 0.306 | |
| T-learnerParam=α (target)2026.05 | 0.161 | |
| T-learnerParam=β (confound)2026.05 | 0.154 | |
| X-learnerParam=β (confound)2026.05 | 0.154 | |
| X-learnerParam=α (target)2026.05 | 0.123 | |
| X-learnerParam=γ (irrelevant)2026.05 | 0.06 | |
| Causal ForestParam=β (confound)2026.05 | 0.044 | |
| S-learnerParam=γ (irrelevant)2026.05 | 0.043 | |
| DR-learnerParam=γ (irrelevant)2026.05 | 0.042 | |
| Causal ForestParam=α (target)2026.05 | 0.04 | |
| T-learnerParam=γ (irrelevant)2026.05 | 0.027 | |
| DR-learnerParam=α (target)2026.05 | 0.016 | |
| Causal ForestParam=γ (irrelevant)2026.05 | 0.006 | |
| DR-learnerParam=β (confound)2026.05 | 0.004 |