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Table 8 Comparison of three different BN models

From: Integrative network analysis of TCGA data for ovarian cancer

Model

P

TPR (skeleton)

FDR (skeleton)

Gaussian BN

26

0.55 (0.70)

0.58 (0.46)

Multinomial BN

20

0.40 (0.60)

0.60 (0.40)

Logistic BN

22

0.55 (0.80)

0.50 (0.18)

  1. Presented in the table are the number of predicted edges (p), true positive rate (TPR) and false discovery rate (FDR) for both directed and undirected (skeleton) edges using three different BN models. The true network is known and it contains 11 nodes and 20 edges.
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BMC Systems Biology

ISSN: 1752-0509

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