CATE Estimator Selection on ACIC Setting C, m=0.1 2016
4.6PEHEDRM
Evaluation Results
| Method | Links | |
|---|---|---|
| DRMBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 4.6 | |
| Plug-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 4.95 | |
| Plug-SBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.76 | |
| Plug-PSBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 5.76 | |
| Plug-XBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 10.82 | |
| Pseudo-RBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 13.62 | |
| Plug-IPWBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 41.47 | |
| Plug-UBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 42.45 | |
| Plug-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 49.61 | |
| FactBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 51.96 | |
| Plug-RABase models=LR, SVM, RF, Net, Experiments=1002024.02 | 58.91 | |
| Plug-TBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 62.9 | |
| Pseudo-IFBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 63.09 | |
| MatchingBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 64.56 | |
| Pseudo-DRBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 65.12 | |
| RandomBase models=LR, SVM, RF, Net, Experiments=1002024.02 | 3,771 |