Treatment Effect Estimation on Linear synthetic scenario Case d
0.03MAESurrogate Sampl.
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Surrogate Sampl.Learner type=linear2026.05 | 0.03 | 0.97 | |
| Surrogate indexLearner type=linear2026.05 | 0.04 | 0.96 | |
| Surrogate indexLearner type=hgb2026.05 | 0.07 | 0.95 | |
| Surrogate indexLearner type=tree2026.05 | 0.16 | 0.9 | |
| Outcome reg.Learner type=tree2026.05 | 0.93 | 0.89 | |
| Bound reg.Learner type=linear2026.05 | 1.11 | 0.93 | |
| Bound reg.Learner type=tree2026.05 | 1.27 | 0.89 | |
| Reg.-sel.-reg.Learner type=tree2026.05 | 1.4 | 0.81 | |
| Outcome reg.Learner type=linear2026.05 | 1.63 | 0.9 | |
| Reg.-sel.-reg.Learner type=linear2026.05 | 1.98 | 0.85 |