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Treatment Effect Estimation on Linear synthetic scenario Case b
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0.01
MAE
Bound reg.
-0.0192
0.1779
0.375
0.5721
May 12, 2026
MAE
Updated 21d ago
Evaluation Results
Method
Method
Links
MAE
Bound reg.
Learner type=tree
2026.05
0.01
Surrogate Sampl.
Learner type=linear
2026.05
0.01
Surrogate index
Learner type=linear
2026.05
0.02
Surrogate index
Learner type=hgb
2026.05
0.02
Outcome reg.
Learner type=linear
2026.05
0.03
Outcome reg.
Learner type=tree
2026.05
0.05
Bound reg.
Learner type=linear
2026.05
0.1
Surrogate index
Learner type=tree
2026.05
0.22
Reg.-sel.-reg.
Learner type=linear
2026.05
0.73
Reg.-sel.-reg.
Learner type=tree
2026.05
0.74
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