Research Article
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) |
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