Table 1 Performance analysis of the smoothed LASSO-Kalman, unsmoothed LASSO-Kalman, and the classical Kalman filter
From: Tracking of time-varying genomic regulatory networks with a LASSO-Kalman smoother
| Â | TP (%) | TN (%) | FP (%) | FN (%) | Sensitivity | Specificity | Accuracy | Precision |
|---|---|---|---|---|---|---|---|---|
Classical Kalman | 71.06 | 13.60 | 13.11 | 2.22 | 0.97 | 0.50 | 0.85 | 0.84 |
Unsmoothed LASSO-Kalman | 80.21 | 11.52 | 4.32 | 3.93 | 0.95 | 0.72 | 0.91 | 0.94 |
Smoothed LASSO-Kalman | 81.11 | 10.21 | 5.63 | 3.02 | 0.96 | 0.64 | 0.91 | 0.93 |