Reverse Engineering Sparse Gene Regulatory Networks Using Cubature Kalman Filter and Compressed Sensing

Table 3

Area under the ROC curve (AUROC) and area under the PR curve (AUPR) for DREAM4 100-gene networks for the five different networks.

Algorithm	Network 1	Network 2	Network 3	Network 4	Network 5
ODE [39]	0.55 (0.02)	0.55 (0.03)	0.60 (0.03)	0.54 (0.02)	0.59 (0.03)
CKFS	0.67 (0.13)	0.57 (0.08)	0.60 (0.10)	0.62 (0.10)	0.60 (0.07)
Random [39]	0.50 (0.002)	0.50 (0.002)	0.50 (0.002)	0.50 (0.002)	0.50 (0.002)