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Table 2 Overall performance of our approach for predicting all five sets of networks of different sizes

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

Size Metrics Ecoli1 Ecoli2 Yeast1 Yeast2 Yeast3
10 AUPR 0.544 0.748 0.771 0.352 0.493
AUROC 0.794 0.856 0.944 0.590 0.715
50 AUPR 0.671 0.672 0.486 0.367 0.381
AUROC 0.862 0.842 0.836 0.688 0.728
100 AUPR 0.015 0.052 0.016 0.046 0.044
AUROC 0.521 0.544 0.461 0.576 0.428
  1. The AUPR and AUROC metrics for the first set of networks (Ecoli1 and Yeast1) are reported in TableĀ 1.