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 |