Treatment Effect Estimation on Linear synthetic scenario Case a
0.02MAESurrogate index
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Surrogate indexLearner type=linear2026.05 | 0.02 | 0.93 | |
| Surrogate indexLearner type=hgb2026.05 | 0.03 | 0.93 | |
| Surrogate Sampl.Learner type=linear2026.05 | 0.03 | 0.94 | |
| Reg.-sel.-reg.Learner type=linear2026.05 | 0.05 | 0.86 | |
| Reg.-sel.-reg.Learner type=tree2026.05 | 0.06 | 0.85 | |
| Surrogate indexLearner type=tree2026.05 | 0.08 | 0.89 | |
| Bound reg.Learner type=tree2026.05 | 0.13 | 0.89 | |
| Outcome reg.Learner type=tree2026.05 | 0.14 | 0.89 | |
| Bound reg.Learner type=linear2026.05 | 0.14 | 0.91 | |
| Outcome reg.Learner type=linear2026.05 | 0.16 | 0.91 |