Research Article

Upper-Lower Bounds Candidate Sets Searching Algorithm for Bayesian Network Structure Learning

Table 1

Comparison of scores based on the data set from UBCS, BENA, and MMHC.

ScoreSS = 500SS = 1000SS = 2000SS = 5000

UBCS1.00001.00001.00001.0000
BENA1.08011.03091.02860.9991
MMHC1.20001.09811.08481.0029