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ResearchFormerly WizWand

Estimation of Average Policy Effect on 100 Replicates (π(w)=1, Median)

0.0343ABMLP-IS
0.0027920.2154710.428150.640829Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
MLP-ISModel=MLP, Criterion=Itakura–Saito (IS)2025.100.03430.2070.578
MLP-NBModel=MLP, Criterion=Negative Binomial (NB)2025.100.03870.2090.592
MLP-KLModel=MLP, Criterion=Kullback–Leibler (KL)2025.100.04480.2210.599
GBM-ISModel=GBM, Criterion=Itakura–Saito (IS)2025.100.07640.1580.568
MLP-LSModel=MLP, Criterion=Least Squares (LS)2025.100.07780.2570.674
GBM-NBModel=GBM, Criterion=Negative Binomial (NB)2025.100.1210.1710.539
GBM-KLModel=GBM, Criterion=Kullback–Leibler (KL)2025.100.1880.2240.585
GBM-LSModel=GBM, Criterion=Least Squares (LS)2025.100.2440.2650.617
KLIEPMethod=KLIEP2025.100.2490.2670.703
uLSIFMethod=uLSIF2025.100.2690.2760.705
GBM-PSModel=GBM, Criterion=Propensity Score (PS)2025.100.630.5850.901
MLP-PSModel=MLP, Criterion=Propensity Score (PS)2025.100.8220.6710.983