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Table 3 Effect of added noise on the network identification results

From: An integer optimization algorithm for robust identification of non-linear gene regulatory networks

Percent noise Recall Precision
5 1 0.78
7 0.57 1
10 0.57 1
  1. White Gaussian noise was added at different amounts to the five-gene network in silico data. Each of these data sets was used in the network identification algorithm, with their performance measured by the metrics of recall and precision.