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Table 1 Results on simulated networks

From: Approximate kernel reconstruction for time-varying networks

   AKRON-KF AKRON-KFS
   δ=1 δ=2 δ=3 δ=1 δ=2 δ=3
err 9×11×4 2.27/131.42 1.83/119.78 2.74/128.54 0.68/133.65 1.38/122.99 1.21/128.05
  9×25×4 7.86/62.42 25.49/58.88 16.84/63.87 1.72/64.72 8.99/69.45 4.85/68
  9×50×4 17.06/18.06 10.92/18.25 4.94/18.81 7.11/22.02 12.59/21.35 2.74/22.47
acc 9×11×4 97.52/57.6 98.57/54.87 98.59/56.06 98.23/58.28 98.53/57.98 99.33/57.04
  9×25×4 96.31/63.25 97.49/65.17 98.17/65.43 97.82/77.12 98.84/77.23 99.46/78.54
  9×50×4 97.79/85.74 98.87/85.35 99.22/85.05 98.31/93.99 99.05/93.99 99.52/93.9
sen 9×11×4 98.52/67.25 98.92/65.69 98.62/66.22 99.1/65.89 98.68/65.29 99.34/64.98
  9×25×4 98.69/89.51 98.7/90.61 98.95/91.67 99.28/89.48 99.37/89.41 99.65/90.18
  9×50×4 99.32/98.73 99.59/98.78 99.67/98.72 99.48/98.27 99.63/98.24 99.78/98.23
spe 9×11×4 96/45.58 97.96/41.55 98.55/43.94 96.83/43.19 98.29/42.53 99.3/42.17
  9×25×4 82.55/17.32 89.28/17.79 92.33/19.42 88.46/20.71 94.97/20.01 98.05/22.18
  9×50×4 48.16/7.17 68.95/6.95 78.78/6.31 57.77/9.37 73.93/8.17 87.62/7.72
mcc 9×11×4 94.6/6.1 95.23/11.33 97.17/10.56 96.7/12.95 97.46/8.63 97.52/8.61
  9×25×4 84.74/12.08 89.1/13.45 92.88/11.88 90.76/7.92 97.76/8.76 95.47/10.86
  9×50×4 54.44/13.33 65.12/13.99 81.71/13.3 58.54/7.05 79.02/9.81 86.51/8.11
  1. Each entry in the table reports two numbers separated by “/”. The number on the left is the result of AKRON and the number on the right is the result of Lasso-KF. The simulation is performed with a 15% network density. The dimensions A×B×C can be interpreted as A samples with B genes across C timestamps