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Table 1 Comparison of performance between different structure learning algorithms using synthetic dataset (Ce: Correctly infered edges; P: Precision; R: Recall)

From: Learning the structure of gene regulatory networks from time series gene expression data

  Nir Friedman Nir Friedman + Zou&Conzon Kevin Murphy + Zou&Conzon Zou&Conzon
Network Size Ce P R Ce P R Ce P R Ce P R
10 5 0.50 0.29 3 0.60 0.27 3 0.30 0.18 6 0.38 0.04
20 7 0.15 0.17 3 0.12 0.08 3 0.10 0.08 9 0.09 0.23
50 38 0.23 0.36 6 0.09 0.06 8 0.12 0.07 14 0.04 0.14
100 38 0.10 0.22 25 0.14 0.14 8 0.07 0.05 48 0.02 0.26