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Treatment Effect Estimation on Linear synthetic scenario Case d
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0.03
MAE
Surrogate Sampl.
-0.048
0.4785
1.005
1.5315
May 12, 2026
MAE
R2
Updated 21d ago
Evaluation Results
Method
Method
Links
MAE
R2
Surrogate Sampl.
Learner type=linear
2026.05
0.03
0.97
Surrogate index
Learner type=linear
2026.05
0.04
0.96
Surrogate index
Learner type=hgb
2026.05
0.07
0.95
Surrogate index
Learner type=tree
2026.05
0.16
0.9
Outcome reg.
Learner type=tree
2026.05
0.93
0.89
Bound reg.
Learner type=linear
2026.05
1.11
0.93
Bound reg.
Learner type=tree
2026.05
1.27
0.89
Reg.-sel.-reg.
Learner type=tree
2026.05
1.4
0.81
Outcome reg.
Learner type=linear
2026.05
1.63
0.9
Reg.-sel.-reg.
Learner type=linear
2026.05
1.98
0.85
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