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ResearchFormerly WizWand

Bayesian Network Structure Recovery on asia 8 nodes (test)

90.67F1 ScoreMMPC
49.652460.301270.9581.5988Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MMPCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.1190.67
GRASPNoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.1181.67
RegNoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.1178.97
Wasserstein DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.1178
KL DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=false2023.1172.85
MMPC+HCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.1166.67
GRASP+HCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.1165.83
Hill ClimbingNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.1165.5
KL DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.1163.67
Reg+HCNoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.1157.43
Wasserstein DRONoise=Noise-free, epsilon=0, Hill Climbing (HC)=true2023.1151.23