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Treatment Effect Estimation on Linear synthetic scenario Case a
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0.02
MAE
Surrogate index
0.0144
0.0522
0.09
0.1278
May 12, 2026
MAE
R2
Updated 21d ago
Evaluation Results
Method
Method
Links
MAE
R2
Surrogate index
Learner type=linear
2026.05
0.02
0.93
Surrogate index
Learner type=hgb
2026.05
0.03
0.93
Surrogate Sampl.
Learner type=linear
2026.05
0.03
0.94
Reg.-sel.-reg.
Learner type=linear
2026.05
0.05
0.86
Reg.-sel.-reg.
Learner type=tree
2026.05
0.06
0.85
Surrogate index
Learner type=tree
2026.05
0.08
0.89
Bound reg.
Learner type=tree
2026.05
0.13
0.89
Outcome reg.
Learner type=tree
2026.05
0.14
0.89
Bound reg.
Learner type=linear
2026.05
0.14
0.91
Outcome reg.
Learner type=linear
2026.05
0.16
0.91
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