Table 2.
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.