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Figure 3 | BMC Bioinformatics

Figure 3

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

Figure 3

Comparison of the inferred connections and true relationships between the analyzed variables. Plots of recall (a), precision (b) and F-measures (c) of the nonlinear models as a function of the parameter α of the hyperbolic tangent function (continuous blue curves). The dashed red curves refer to the recall, precision and F-measure of the linear regression model. Further analyses showed that, for α → + ∞, recall saturates at 0.27, precision at 0.26, and the F-measure at 0.26.

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