CATE Estimator Selection on ACIC Setting A (p=0) 2016
2.68PEHEDRM
Evaluation Results
| Method | Links | |
|---|---|---|
| DRMBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 2.68 | |
| Plug-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 3.64 | |
| Plug-PSBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 4.8 | |
| Plug-SBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.1 | |
| Plug-XBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 9.82 | |
| Pseudo-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 11.57 | |
| Plug-IPWBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 35.09 | |
| Plug-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 44.83 | |
| Plug-UBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 49.59 | |
| FactBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 52.81 | |
| Plug-RABase models=LR, SVM, RF, Net, Experiments=1002024.02 | 58.32 | |
| Plug-TBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 60.84 | |
| MatchingBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 62.57 | |
| Pseudo-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 63.07 | |
| Pseudo-IFBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 66.26 | |
| RandomBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 7,216 |