Table 1 The simulation results of the original BN and CST-based BN.
From: Boolean networks using the chi-square test for inferring large-scale gene regulatory networks
Noise level | Original BN Number of Boolean functions | FPR | CST-based BN Number of Boolean functions | FPR |
|---|---|---|---|---|
0 | 348(27)* | 0.922 | 286(27) | 0.899 |
0.01% | 326(22) | 0.932 | 264(22) | 0.916 |
0.02% | 269(22) | 0.918 | 207(22) | 0.893 |
0.04% | 313(20) | 0.936 | 289(20) | 0.930 |
0.06% | 264(18) | 0.931 | 244(18) | 0.926 |
0.08% | 168(12) | 0.928 | 139(12) | 0.913 |
0.1% | 271(17) | 0.937 | 216(15) | 0.930 |
0.12% | 243(16) | 0.934 | 209(16) | 0.923 |
0.14% | 614(19) | 0.969 | 514(19) | 0.963 |
0.16% | 73(9) | 0.876 | 73(9) | 0.876 |
0.18% | 269(15) | 0.944 | 217(15) | 0.930 |
0.2% | 198(9) | 0.954 | 167(9) | 0.946 |
0.22% | 54(5) | 0.907 | 54(5) | 0.907 |
0.24% | 369(3) | 0.991 | 318(3) | 0.990 |