Causal Effect Estimation on BlogCatalog (BC) Cosine kernel (out-of-sample)
0.0004ADEProposed_est
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed_estTemperature (β)=02025.09 | 0.0004 | 0.0075 | 0.0238 | 0.0758 | |
| Proposed_estTemperature (β)=102025.09 | 0.0007 | 0.0068 | 0.0583 | 0.0663 | |
| GDMLTemperature (β)=02025.09 | 0.0011 | 0.1293 | 0.0163 | 0.3436 | |
| Proposed_estTemperature (β)=12025.09 | 0.0018 | 0.0103 | 0.0341 | 0.0771 | |
| Proposed_oracleTemperature (β)=02025.09 | 0.0022 | 0.0122 | 0.0185 | 0.0568 | |
| Proposed_estTemperature (β)=52025.09 | 0.0062 | 0.0104 | 0.0522 | 0.0645 | |
| GDMLTemperature (β)=102025.09 | 0.0139 | 0.0436 | 0.2343 | 0.2953 | |
| TnetTemperature (β)=02025.09 | 0.0181 | 0.0057 | 0.1229 | 0.2598 | |
| CaugamerTemperature (β)=02025.09 | 0.0203 | 0.2342 | 0.1395 | 0.3477 | |
| NetestTemperature (β)=02025.09 | 0.0574 | 0.1126 | 0.1317 | 0.3053 | |
| EdgeConvTemperature (β)=02025.09 | 0.0732 | 0.0992 | 0.1072 | 0.2501 | |
| CFRTemperature (β)=02025.09 | 0.155 | 0.1005 | 0.2059 | 0.3327 | |
| NDTemperature (β)=02025.09 | 0.1913 | 0.1116 | 0.2299 | 0.3001 | |
| CFRTemperature (β)=52025.09 | 0.2053 | 0.0351 | 0.363 | 0.3593 | |
| CFRTemperature (β)=12025.09 | 0.2337 | 0.1056 | 0.281 | 0.3572 |