CATE Estimator Selection on ACIC2016 Setting C m=0.9
10.05PEHEDRM
Evaluation Results
| Method | Links | |
|---|---|---|
| DRMBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 10.05 | |
| Plug-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 10.91 | |
| Plug-SBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 13.45 | |
| Plug-PSBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 13.45 | |
| Plug-XBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 20.59 | |
| Plug-UBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 24.37 | |
| Plug-IPWBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 29.33 | |
| Pseudo-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 30.05 | |
| Plug-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 32.39 | |
| Plug-RABase models=LR, SVM, RF, Net, Experiments=1002024.02 | 42.13 | |
| Plug-TBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 45.07 | |
| Pseudo-IFBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 47.4 | |
| MatchingBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 48.81 | |
| FactBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 49.16 | |
| Pseudo-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 53.79 | |
| RandomBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 3,453 |