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Table 1 Simulation result for 10 nodes tree by comparing CBDN with other methods by AUC

From: Reconstructing directed gene regulatory network by only gene expression data

Covariance ARACNE CLR GENIE3 TIGRESS CBDN
(a) Simulation without  
any noise  
0.1 0.8367 0.8009 0.8765 0.8157 0.8750
0.2 1 1 1 0.8410 1
0.4 1 1 1 0.8502 1
0.6 1 1 1 0.8272 1
0.8 1 1 1 1 1
b) Simulation with 1/3  
random noise      
0.1 0.6304 0.6358 0.5879 0.8107 0.8571
0.2 0.9192 0.9846 0.9884 0.8162 1
0.4 1 1 1 0.8327 1
0.6 1 1 1 0.8557 1
0.8 1 1 0.9985 0.8338 1
(c) Simulation with 2/3  
random noise      
0.1 0.6904 0.6172 0.6813 0.6241 0.8571
0.2 0.6889 0.8086 0.8480 0.8309 1
0.4 0.9531 0.9599 0.9437 0.8428 1
0.6 1 1 0.9931 0.8424 0.8750
0.8 0.9333 0.9907 0.9807 0.8058 0.8750