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

Table 2

Area under the ROC curve (AUROC) and area under the PR curve (AUPR) for DREAM4 10-gene networks for the five different networks.

Algorithm	Network 1	Network 2	Network 3	Network 4	Network 5
ODE [39]	0.62 (0.27)	0.63 (0.32)	0.58 (0.21)	0.63 (0.23)	0.68 (0.25)
CKFS	0.63 (0.40)	0.67 (0.50)	0.72 (0.50)	0.75 (0.49)	0.81 (0.42)
Random [39]	0.55 (0.18)	0.55 (0.19)	0.55 (0.17)	0.57 (0.17)	0.56 (0.16)