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Policy Decision Making on Synthetic d_phi=2 out-sample
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5.64
Policy Error Rate (ER_out)
InvTARNet
5.15
8.4575
11.765
15.0725
Nov 19, 2023
Policy Error Rate (ER_out)
Delta Policy Error Rate (ΔER_out)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Policy Error Rate (ER_out)
Delta Policy Error Rate (ΔER_out)
InvTARNet
Representation dimensi...
2023.11
5.64
-0.02
CFR-ISW (WM; α = 1.0)
Representation dimensi...
2023.11
7.27
-1.86
BWCFR (WM; α = 1.0)
Representation dimensi...
2023.11
7.44
-4.57
RCFR (WM; α = 1.0)
Representation dimensi...
2023.11
8
-4.27
k-NN
Number of training sam...
2023.11
8.18
-
TARNet
Representation dimensi...
2023.11
9.82
-3.73
CFR (WM; α = 1.0)
Representation dimensi...
2023.11
10.88
-7.97
CFR (MMD; α = 0.1)
Representation dimensi...
2023.11
11.92
-5.54
CFR (WM; α = 2.0)
Representation dimensi...
2023.11
13.19
-6.28
C-Forest
Number of training sam...
2023.11
16.1
-
BNN (MMD; α = 0.1)
Representation dimensi...
2023.11
16.15
-4.19
BART
Number of training sam...
2023.11
17.37
-
CFR (MMD; α = 0.5)
Representation dimensi...
2023.11
17.89
-7.27
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