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Table 1 Assessment metrics for the first set of E. coli and yeast networks inferred using our approach

From: Gene regulatory network inference and validation using relative change ratio analysis and time-delayed dynamic Bayesian network

Metrics Ecoli1_10 Yeast1_10 Ecoli1_50 Yeast1_50 Ecoli1_100 Yeast1_100
AUPR 5.43E − 01 7.71E − 01 6.71E − 01 4.86E − 01 1.45E − 02 1.55E − 02
AUROC 7.94E − 01 9.44E − 01 8.62E − 01 8.35E − 01 5.21E − 01 4.61E − 01
P _AUPR 1.34E − 04 2.09E − 06 8.57E − 55 3.91E − 39 2.27E − 01 8.91E − 01
P _AUROC 5.47E − 04 1.29E − 06 3.19E − 20 4.64E − 18 2.02E − 01 9.60E − 01
Overall AUPR 1.09E − 04 2.54E − 46 4.83E − 03
Overall AUROC 2.10E − 04 8.19E − 18 2.13E − 02
  1. The network name consists of two parts: organism name and network set number (i.e., Ecoli1 or Yeast1) followed by network size (10, 50, or 100 genes). The two parts are separated by ‘_’.