Table 1 Scores for learned networks using top 40 genes and those at distance at most 3 from them in PPI using the leukemia dataset from Golub et al. [17] using microarray data only or priors from combinations of the literature and PPI data.
From: Seeded Bayesian Networks: Constructing genetic networks from microarray data
Prior Seed Source | None | Literature prior | PPI prior | Literature and PPI prior |
|---|---|---|---|---|
Score | -29.1340899 | -29.82373161 | -29.90025881 | -30.99743368 |