CATE Estimator Selection on ACIC Setting A (p=0.1) 2016
3.55PEHEDRM
Evaluation Results
| Method | Links | |
|---|---|---|
| DRMBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 3.55 | |
| Plug-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.33 | |
| Plug-SBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.36 | |
| Plug-PSBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.36 | |
| Plug-XBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 10.39 | |
| Pseudo-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 16.83 | |
| Plug-IPWBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 38.5 | |
| Plug-UBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 41.93 | |
| Plug-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 46.47 | |
| FactBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 53.58 | |
| Plug-TBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 59.09 | |
| Plug-RABase models=LR, SVM, RF, Net, Experiments=1002024.02 | 60.4 | |
| Pseudo-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 63.8 | |
| MatchingBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 64.9 | |
| Pseudo-IFBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 65.21 | |
| RandomBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 6,514 |