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Benchmarks
Policy Decision Making on Synthetic (d_phi=1) out-sample
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8.18
Error Rate (ER_out)
k-NN
7.0756
14.5303
21.985
29.4397
Nov 19, 2023
Error Rate (ER_out)
Delta Policy Error Rate (ΔER_out)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Error Rate (ER_out)
Delta Policy Error Rate (ΔER_out)
k-NN
Number of training sam...
2023.11
8.18
-
C-Forest
Number of training sam...
2023.11
16.1
-
BART
Number of training sam...
2023.11
17.37
-
InvTARNet
Representation dimensi...
2023.11
29.51
-0.95
TARNet
Representation dimensi...
2023.11
30.79
-12.89
RCFR (WM; α = 1.0)
Representation dimensi...
2023.11
33.02
-3.58
BNN (MMD; α = 0.1)
Representation dimensi...
2023.11
34.32
-15.41
CFR (WM; α = 1.0)
Representation dimensi...
2023.11
34.97
-14.27
BWCFR (WM; α = 1.0)
Representation dimensi...
2023.11
34.97
-10.02
CFR-ISW (WM; α = 1.0)
Representation dimensi...
2023.11
35
-9.43
CFR (MMD; α = 0.1)
Representation dimensi...
2023.11
35.01
-14.27
CFR (WM; α = 2.0)
Representation dimensi...
2023.11
35.18
-13.63
CFR (MMD; α = 0.5)
Representation dimensi...
2023.11
35.79
-11.43
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