CATE Estimator Selection on ACIC Setting A, p=0.3 2016
5.28PEHEDRM
Evaluation Results
| Method | Links | |
|---|---|---|
| DRMBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.28 | |
| Plug-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.51 | |
| Plug-PSBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 6.28 | |
| Plug-SBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 6.29 | |
| Plug-XBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 9.81 | |
| Pseudo-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 9.97 | |
| Plug-UBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 36.16 | |
| Plug-IPWBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 39.29 | |
| Plug-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 48.23 | |
| FactBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 55.05 | |
| Plug-RABase models=LR, SVM, RF, Net, Experiments=1002024.02 | 58.63 | |
| Plug-TBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 59.39 | |
| Pseudo-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 63.1 | |
| MatchingBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 63.94 | |
| Pseudo-IFBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 66.72 | |
| RandomBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 4,200 |