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Table 1 Recall, precision and F-measures obtained when analyzing the data generated by the simulator developed by Yu et al. [15].

From: Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks

Model

Data Points

Recall

Precision

F-measure

Linear

100

0.9

0.58

0.7

Nonlinear (α = 1)

100

0.91

0.42

0.57

Linear

300

0.98

0.72

0.83

Nonlinear (α = 1)

300

0.98

0.57

0.72

  1. For each number of time points (100 or 300), the values are averaged over 10 datasets, each corresponding to a different network structure.
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BMC Bioinformatics

ISSN: 1471-2105

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