Table 2 Results (AUROCs%, AUPRs%) of different methods on simulation data II, two real-world model organism data sets and three lung cancer data sets GSE32863, GSE10072, GSE7670. Best values for each data set are in bold
Data sets | GENIE3 | CLR | ARACNe-AP | ARACNE | dlGRN |
|---|---|---|---|---|---|
Simulation data II | 81.50, 28.36 | 74.34, 22.63 | 68.19, 15.59 | 75.72, 19.12 | 83.24, 24.39 |
E. coli | 71.67, 2.11 | 58.72, 1.12 | 56.55, 0.61 | 61.66, 0.80 | 68.77, 1.69 |
S. cerevisiae | 52.94, 0.31 | 52.43, 0.22 | 51.64, 0.02 | 53.01, 0.22 | 54.49, 0.41 |
GSE32863 | 52.67, 5.81 | 51.77, 5.52 | 51.09, 5.60 | 52.36, 5.73 | 54.84, 6.40 |
GSE10072 | 51.84, 5.54 | 51.51, 5.43 | 51.17, 5.42 | 51.28, 5.40 | 52.52, 5.93 |
GSE7670 | 53.17, 5.90 | 51.74, 5.58 | 51.64, 5.62 | 51.04, 5.58 | 53.59, 6.29 |