CATE estimation on 10D Multi-dimensional simulation Target
0.12RMSEOffset separate RF models
Evaluation results
| Method | Links | |
|---|---|---|
| Offset separate RF modelsModel type=Random Forest (HTERF), Configuration=Separate models, Number of trees=5002026.06 | 0.12 | |
| Offset unique RF modelModel type=Random Forest (HTERF), Configuration=Unique model, Number of trees=5002026.06 | 0.135 | |
| No transferModel type=HTERF, Transfer=None, Number of trees=5002026.06 | 0.348 | |
| Offset separate KRR modelsModel type=KRR, Configuration=Separate models2026.06 | 0.957 | |
| Offset unique KRR modelModel type=KRR, Configuration=Unique model2026.06 | 0.96 |