Treatment Effect Estimation on Linear synthetic scenario Case c
0.01MAESurrogate index
Evaluation Results
| Method | Links | |
|---|---|---|
| Surrogate indexLearner type=linear2026.05 | 0.01 | |
| Surrogate Sampl.Learner type=linear2026.05 | 0.09 | |
| Surrogate indexLearner type=hgb2026.05 | 0.14 | |
| Bound reg.Learner type=tree2026.05 | 0.43 | |
| Surrogate indexLearner type=tree2026.05 | 0.72 | |
| Outcome reg.Learner type=tree2026.05 | 1.03 | |
| Bound reg.Learner type=linear2026.05 | 1.48 | |
| Outcome reg.Learner type=linear2026.05 | 2.03 | |
| Reg.-sel.-reg.Learner type=tree2026.05 | 2.32 | |
| Reg.-sel.-reg.Learner type=linear2026.05 | 2.45 |