Causal Discovery on Scale-free Avg Deg 20
100Adjacency PrecisionBOSS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BOSSVariables=500, BIC λ=4, Average Degree=20, Sample size=1,000, Graph type=scale-free, Repetitions=102023.10 | 100 | — | — | 72 | 99 | 72 | |
| BOSSVariables=500, BIC λ=8, Average Degree=20, Sample size=1,000, Graph type=scale-free, Repetitions=102023.10 | 100 | — | — | 57 | 99 | 57 | |
| BOSSVariables=1000, BIC λ=4, Average Degree=20, Sample size=1,000, Graph type=scale-free, Repetitions=102023.10 | 100 | — | — | 73 | 100 | 72 | |
| BOSSVariables=1000, BIC λ=8, Average Degree=20, Sample size=1,000, Graph type=scale-free, Repetitions=102023.10 | 100 | — | — | 59 | 100 | 58 | |
| BOSSVariables=500, BIC λ=2, Average Degree=20, Sample size=1,000, Graph type=scale-free, Repetitions=102023.10 | 98 | — | — | 80 | 97 | 80 | |
| BOSSVariables=1000, BIC λ=2, Average Degree=20, Sample size=1,000, Graph type=scale-free, Repetitions=102023.10 | 97 | — | — | 80 | 97 | 80 |