Individual Treatment Effect Estimation on Jobs (out-of-sample)
0.733R_polOSL/LR2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OSL/LR22019.06 | 0.733 | — | |
| HSIC-NNM2019.06 | 0.311 | — | |
| PSM2019.06 | 0.307 | — | |
| RAND.FOR.2016.06 | 0.28 | 0.09 | |
| OSL/LR12019.06 | 0.279 | — | |
| k-NN2019.06 | 0.262 | — | |
| k-NN2016.06 | 0.26 | 0.13 | |
| CEVAE2019.06 | 0.26 | — | |
| CEVAEevaluation_split=out-of-sample2019.06 | 0.26 | — | |
| BLR2016.06 | 0.25 | 0.08 | |
| BART2016.06 | 0.25 | 0.08 | |
| OLS/LR-22016.06 | 0.24 | 0.08 | |
| BNN2016.06 | 0.24 | 0.09 | |
| BNN2019.06 | 0.24 | — | |
| TARNET2019.06 | 0.234 | — | |
| TARNETevaluation_split=out-of-sample2019.06 | 0.234 | — | |
| SITE-W2019.06 | 0.232 | — | |
| CFR-M2019.06 | 0.231 | — | |
| CFR-Mevaluation_split=out-of-sample2019.06 | 0.231 | — | |
| OLS/LR-12016.06 | 0.23 | 0.08 | |
| CFR-W2019.06 | 0.225 | — | |
| CFR-Wevaluation_split=out-of-sample2019.06 | 0.225 | — | |
| SITE2019.06 | 0.219 | — | |
| SITEevaluation_split=out-of-sample2019.06 | 0.219 | — | |
| SITE-M2019.06 | 0.218 | — | |
| CIB2019.06 | 0.211 | — | |
| CIBevaluation_split=out-of-sample2019.06 | 0.211 | — | |
| TARNET2016.06 | 0.21 | 0.11 | |
| CFR MMDdistance_metric=MMD2016.06 | 0.21 | 0.08 | |
| CFR WASSdistance_metric=Wasserstein2016.06 | 0.21 | 0.09 | |
| CAUS.FOR.2016.06 | 0.2 | 0.07 | |
| GANITE2019.06 | 0.14 | — |