Causal Structure Learning on Arth150
2,644,794#CI TestsRFCI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RFCISample size=50|O|, Latent variable rate=5%-10%, Selection variable rate=~5%2021.10 | 2,644,794 | 1,047.44 | 87 | 100 | 77 | |
| M3HCSample size=50|O|, Latent variable rate=5%-10%, Selection variable rate=~5%2021.10 | 793,754 | 322.33 | 84 | 99 | 74 | |
| MBCS*Sample size=50|O|, Latent variable rate=5%-10%, Selection variable rate=~5%2021.10 | 3,225 | 1.94 | 86 | 99 | 76 | |
| L-MARVELSample size=50|O|, Latent variable rate=5%-10%, Selection variable rate=~5%2021.10 | 1,185 | 0.36 | 89 | 99 | 82 |