Root Cause Analysis on Linear-SCM graphs (n=100) synthetic (test)
97Precision@5StableRCA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| StableRCAgraph size=1002026.06 | 97 | 97 | 144.7 | |
| Score Orderinggraph size=1002026.06 | 93 | 93 | 537.6 | |
| Choleskygraph size=1002026.06 | 90 | 90 | 230 | |
| RCDgraph size=1002026.06 | 44 | 44 | 16.17 | |
| RCG-0graph size=1002026.06 | 30 | 30 | 13.11 | |
| BAROgraph size=1002026.06 | 22 | 22 | 0.11 | |
| CIRCAgraph size=1002026.06 | 19 | 19 | 1.97 | |
| Smooth Traversalgraph size=1002026.06 | 0 | 0 | 1.19 | |
| Traversalgraph size=1002026.06 | 0 | 0 | 1.16 | |
| Count. Attr.graph size=1002026.06 | 0 | 0 | 239.4 | |
| ε-Diagnosisgraph size=1002026.06 | 0 | 0 | 5.32 |