Table 2.
DREAM4 | E. coli | B.subtilis | Using TS | |
---|---|---|---|---|
MEN_low | 0.908 | 0.768 | 0.828 | Yes |
MEN_high | 0.912 | 0.776 | 0.842 | Yes |
BBSR_low | 0.872 | 0.675 | 0.791 | Yes |
BBSR_high | 0.86 | 0.719 | 0.793 | Yes |
PriorPC (α=1) | 0.887 | 0.753 | 0.835 | No |
PriorPC (α=0.75) | 0.885 | 0.71 | 0.801 | No |
For all three methods, 50 % of the edges present in the gold standard network were randomly selected and assigned a true prior (1 for MEN and BBSR, a random probability in (0.5,1] for PriorPC). For PriorPC, α is given in brackets. MEN and BBSR also use time-series(TS) data. Results are comparable across the three algorithms