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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
  1. * Total number of Boolean functions (Number of true Boolean functions).