Table 1.

Modeling performances comparisons on synthetic data with other benchmarked methods

SensitivityPPVF-scoreP value
Our method
 Range network topology0.021*0.007*0.011*0.001
 Temporal cascade topology0.276*0.111*0.159*<0.001
TD-ARACNE (33)
 Range network topology0.062*0.005*0.010*0.006
 Temporal cascade topology0.023*0.040*0.029*<0.001
GeneNet (9)
 Range network topology0.031*0.005*0.009*0.032
 Temporal cascade topology0.071*0.038*0.044*<0.001
GeneReg (33)
 Range network topology0.2520.0030.0070.476
 Temporal cascade topology0.6550.0100.0190.895
  • *Significant at 0.05; explicit P values are for the F-score.