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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.