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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

  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