Causal Effect Estimation on Random Graphs
100RecallSubgraph IDA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Subgraph IDANodes=20, Density=0.052026.06 | 100 | 100 | 0.0039 | — | 2.7973 | |
| Subgraph IDANodes=20, Density=0.102026.06 | 100 | 100 | 0.0041 | — | 3.0075 | |
| Subgraph IDANodes=20, Density=0.152026.06 | 100 | 100 | 0.0066 | — | 1.9381 | |
| Subgraph IDANodes=40, Density=0.052026.06 | 100 | 100 | 0.0068 | — | 5.6806 | |
| Subgraph IDANodes=40, Density=0.102026.06 | 100 | 100 | 0.0084 | — | 4.3347 | |
| Subgraph IDANodes=40, Density=0.152026.06 | 100 | 100 | 0.0174 | — | 4.8261 | |
| Subgraph IDANodes=60, Density=0.052026.06 | 100 | 100 | 0.0088 | — | 7.4439 | |
| Subgraph IDANodes=60, Density=0.102026.06 | 100 | 100 | 0.0609 | — | 7.1802 | |
| Subgraph IDANodes=80, Density=0.052026.06 | 100 | 100 | 0.0112 | — | 13.9504 | |
| Subgraph IDANodes=80, Density=0.102026.06 | 100 | 100 | 0.102 | — | 12.2631 | |
| Subgraph IDANodes=80, Density=0.152026.06 | 100 | 100 | 0.2329 | — | 13.5119 | |
| Subgraph IDANodes=100, Density=0.102026.06 | 100 | 100 | 0.4157 | — | 17.4892 | |
| Subgraph IDANodes=100, Density=0.152026.06 | 100 | 100 | 1.0781 | — | 17.5248 | |
| Subgraph IDANodes=60, Density=0.152026.06 | 99.9 | 100 | 0.0659 | — | 7.6221 | |
| Subgraph IDANodes=100, Density=0.052026.06 | 99.78 | 100 | 0.0261 | — | 18.2208 | |
| IDANodes=20, Density=0.052026.06 | — | — | — | 0.0099 | — | |
| IDANodes=20, Density=0.102026.06 | — | — | — | 0.0114 | — | |
| IDANodes=20, Density=0.152026.06 | — | — | — | 0.01 | — | |
| IDANodes=40, Density=0.052026.06 | — | — | — | 0.0339 | — | |
| IDANodes=40, Density=0.102026.06 | — | — | — | 0.0275 | — | |
| IDANodes=40, Density=0.152026.06 | — | — | — | 0.043 | — | |
| IDANodes=60, Density=0.052026.06 | — | — | — | 0.0451 | — | |
| IDANodes=60, Density=0.102026.06 | — | — | — | 0.2018 | — | |
| IDANodes=60, Density=0.152026.06 | — | — | — | 0.1963 | — | |
| IDANodes=80, Density=0.052026.06 | — | — | — | 0.0928 | — | |
| IDANodes=80, Density=0.102026.06 | — | — | — | 0.2606 | — | |
| IDANodes=80, Density=0.152026.06 | — | — | — | 0.4982 | — | |
| IDANodes=100, Density=0.052026.06 | — | — | — | 0.1853 | — | |
| IDANodes=100, Density=0.102026.06 | — | — | — | 1.0523 | — | |
| IDANodes=100, Density=0.152026.06 | — | — | — | 1.7683 | — |