Treatment Effect Estimation on Linear synthetic scenario Case b
0.01MAEBound reg.
Evaluation Results
| Method | Links | |
|---|---|---|
| Bound reg.Learner type=tree2026.05 | 0.01 | |
| Surrogate Sampl.Learner type=linear2026.05 | 0.01 | |
| Surrogate indexLearner type=linear2026.05 | 0.02 | |
| Surrogate indexLearner type=hgb2026.05 | 0.02 | |
| Outcome reg.Learner type=linear2026.05 | 0.03 | |
| Outcome reg.Learner type=tree2026.05 | 0.05 | |
| Bound reg.Learner type=linear2026.05 | 0.1 | |
| Surrogate indexLearner type=tree2026.05 | 0.22 | |
| Reg.-sel.-reg.Learner type=linear2026.05 | 0.73 | |
| Reg.-sel.-reg.Learner type=tree2026.05 | 0.74 |