Causal Structure Discovery on Latent-confounded chains size sweep
1SHDFCI
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| FCId=7, True skel.=6, FCI skel.=72026.06 | 1 | — | — | — | 92.3 | 6 | 1 | 0 | |
| FCId=8, True skel.=7, FCI skel.=82026.06 | 1 | — | — | — | 93.3 | 7 | 1 | 0 | |
| FCId=9, True skel.=8, FCI skel.=92026.06 | 1 | — | — | — | 94.1 | 8 | 1 | 0 | |
| FCId=10, True skel.=9, FCI skel.=102026.06 | 1 | — | — | — | 94.7 | 9 | 1 | 0 | |
| BRIDGE-pruned TCESd=7, Directed arrows=42, BRIDGE arrows=212026.06 | 2 | 6 | 5.43 | 16,384 | 83.3 | — | — | — | |
| BRIDGE-pruned TCESd=8, Directed arrows=56, BRIDGE arrows=242026.06 | 2 | 7 | 4.67 | 65,536 | 85.7 | — | — | — | |
| BRIDGE-pruned TCESd=9, Directed arrows=72, BRIDGE arrows=272026.06 | 2 | 8 | 9.04 | 262,144 | 87.5 | — | — | — | |
| BRIDGE-pruned TCESd=10, Directed arrows=90, BRIDGE arrows=302026.06 | 2 | 9 | 3.89 | 1,048,576 | 88.9 | — | — | — |