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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.