Bayesian Network Structure Recovery on asia 8 nodes (test)
90.67F1 ScoreMMPC
Evaluation Results
| Method | Links | |
|---|---|---|
| MMPCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.11 | 90.67 | |
| GRASPNoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.11 | 81.67 | |
| RegNoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.11 | 78.97 | |
| Wasserstein DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.11 | 78 | |
| KL DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.11 | 72.85 | |
| MMPC+HCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.11 | 66.67 | |
| GRASP+HCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.11 | 65.83 | |
| Hill ClimbingNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.11 | 65.5 | |
| KL DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.11 | 63.67 | |
| Reg+HCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.11 | 57.43 | |
| Wasserstein DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.11 | 51.23 |