Estimation of Average Policy Effect on 100 Replicates (π(w)=1, Median)
0.0343ABMLP-IS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MLP-ISModel=MLP, Criterion=Itakura–Saito (IS)2025.10 | 0.0343 | 0.207 | 0.578 | |
| MLP-NBModel=MLP, Criterion=Negative Binomial (NB)2025.10 | 0.0387 | 0.209 | 0.592 | |
| MLP-KLModel=MLP, Criterion=Kullback–Leibler (KL)2025.10 | 0.0448 | 0.221 | 0.599 | |
| GBM-ISModel=GBM, Criterion=Itakura–Saito (IS)2025.10 | 0.0764 | 0.158 | 0.568 | |
| MLP-LSModel=MLP, Criterion=Least Squares (LS)2025.10 | 0.0778 | 0.257 | 0.674 | |
| GBM-NBModel=GBM, Criterion=Negative Binomial (NB)2025.10 | 0.121 | 0.171 | 0.539 | |
| GBM-KLModel=GBM, Criterion=Kullback–Leibler (KL)2025.10 | 0.188 | 0.224 | 0.585 | |
| GBM-LSModel=GBM, Criterion=Least Squares (LS)2025.10 | 0.244 | 0.265 | 0.617 | |
| KLIEPMethod=KLIEP2025.10 | 0.249 | 0.267 | 0.703 | |
| uLSIFMethod=uLSIF2025.10 | 0.269 | 0.276 | 0.705 | |
| GBM-PSModel=GBM, Criterion=Propensity Score (PS)2025.10 | 0.63 | 0.585 | 0.901 | |
| MLP-PSModel=MLP, Criterion=Propensity Score (PS)2025.10 | 0.822 | 0.671 | 0.983 |