CATE Estimator Selection on ACIC Setting C, m=0.5 2016
6.44PEHEDRM
Evaluation Results
| Method | Links | |
|---|---|---|
| DRMBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 6.44 | |
| Plug-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 7.56 | |
| Plug-PSBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 8.58 | |
| Plug-SBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 8.78 | |
| Plug-XBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 15.8 | |
| Pseudo-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 20.96 | |
| Plug-IPWBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 30.02 | |
| Plug-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 33.69 | |
| Plug-RABase models=LR, SVM, RF, Net, Experiments=1002024.02 | 45.52 | |
| Plug-TBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 48.32 | |
| FactBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 52.44 | |
| Pseudo-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 53.87 | |
| MatchingBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 57.87 | |
| Plug-UBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 59.51 | |
| Pseudo-IFBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 60 | |
| RandomBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 6,219 |