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. 2017 Nov 16;11:635. doi: 10.3389/fnins.2017.00635

Table 2.

Mean and standard deviation of the quality measures Earth Mover's Distance (EMD), Distance Localization Error (DLE), Area Under receiver operating Curve (AUC), and F1-Score (F1), across 100 trials, at time points t1 = 0 ms, t2 = 280 ms, and t3 = 375 ms of Simulations 1, 2, 3, and 4, for both algorithms ENET-SSBL and ELASSO-SSBL.

Simulation 1 Simulation 2 Simulation 3 Simulation 4
ENET-SSBL ELASSO-SSBL ENET-SSBL ELASSO-SSBL ENET-SSBL ELASSO-SSBL ENET-SSBL ELASSO-SSBL
EMD t1 176 ± 50.1 170.6 ± 38 156 ± 58.1 105.3 ± 49.1 186.8 ± 46.5 192 ± 40.3 138.8 ± 54.2 90.9 ± 26.1
t2 124.1 ± 42.7 125.2 ± 46.9 136.4 ± 69.2 110.7 ± 52.7 122.8 ± 55.1 124.5 ± 55.8 136.8 ± 73.9 111.6 ± 45.8
t3 143.6 ± 55.9 142.2 ± 56.3 146.9 ± 68.6 118.6 ± 52 143.6 ± 55.8 149.3 ± 57.1 153.6 ± 82.2 117.7 ± 61
DLE t1 1.77 ± 0.43 1.48 ± 0.42 2.78 ± 0.6 2.73 ± 0.71 2.06 ± 0.78 2.03 ± 0.86 2.81 ± 0.64 3.24 ± 0.59
t2 3.03 ± 0.86 2.92 ± 0.93 3.77 ± 0.97 3.76 ± 1.09 3.45 ± 0.98 3.19 ± 0.89 4.2 ± 1.09 4.13 ± 1.09
t3 2.09 ± 0.99 1.9 ± 1.12 3.21 ± 1.08 2.83 ± 1.34 2.57 ± 1.32 2.41 ± 1.32 3.96 ± 1.39 3.85 ± 1.69
AUC t1 93.9 ± 1 94.1 ± 0.7 91 ± 1.4 91.4 ± 1.2 92.8 ± 1.4 93.1 ± 1.4 91.5 ± 1.1 91.4 ± 1.3
t2 90.1 ± 2.9 90.2 ±3.5 86.6 ± 5.6 85.8 ± 5.9 88.6 ± 4.1 89 ± 3.5 85.9 ± 4.2 85.3 ± 4.9
t3 93.7 ± 4.3 93.9 ± 3.9 90.2 ± 4.5 89.9 ± 6.1 93.6 ± 3.6 93.7 ± 4.3 90.7 ± 3.8 90.6 ± 5.4
F1 t1 61.5 ± 10.2 67.6 ± 7.3 35.2 ± 14.2 38.1 ± 14.1 60.7 ± 9.8 67.3 ± 6.5 37.3 ± 14 40.2 ± 12.3
t2 37.8 ± 16.8 40 ± 19.4 28.3 ± 17.5 25.4 ± 18 37.5 ± 17.5 38.8 ± 20 26.2 ± 17.5 24.4 ± 18.5
t3 50.7 ± 20.1 50.8 ± 25.1 34.1 ± 18 36.4 ± 19.5 54 ± 22.7 56.4 ± 23.8 35.6 ± 17 37.4 ± 17.6

Best results between ENET-SSBL and ELASSO-SSBL algorithms are highlighted in bold, while the best results among all simulations (along rows) are underlined.