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ResearchFormerly WizWand

Structure Learning on magic-niab n=100

62.05SHDOrder MCMC
61.66864.246566.82569.4035Nov 1, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Order MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.1162.05
PARNI-DAGsample size (n)=100, replications=20, CPU-time=approximately same2023.1164.14
ADRsample size (n)=100, replications=20, CPU-time=approximately same2023.1164.25
DiBS+sample size (n)=100, replications=20, CPU-time=approximately same2023.1164.7
Iterative MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.1165
GESsample size (n)=100, replications=20, CPU-time=approximately same2023.1165.5
DiBSsample size (n)=100, replications=20, CPU-time=approximately same2023.1165.8
Partition MCMCsample size (n)=100, replications=20, CPU-time=approximately same2023.1166.2
PCsample size (n)=100, replications=20, CPU-time=approximately same2023.1166.95
DECIsample size (n)=100, replications=20, CPU-time=approximately same2023.1166.95
LINGAMsample size (n)=100, replications=20, CPU-time=approximately same2023.1171.6