From: Network-based support vector machine for classification of microarray samples
L1 | New (w = 1) | New (w = ) | New (w = d) | ||||||
---|---|---|---|---|---|---|---|---|---|
Scenario | β | Mean | SD | Mean | SD | Mean | SD | Mean | SD |
1 | β1 = 5 | 0.53 | 0.29 | 0.04 | 0.04 | 0.27 | 0.26 | 0.67 | 0.35 |
| 0.11 | 0.17 | 0.14 | 0.15 | 0.10 | 0.10 | 0.07 | 0.08 | |
β2 = -5 | -0.55 | 0.30 | -0.04 | 0.05 | -0.28 | 0.32 | -0.68 | 0.35 | |
| -0.08 | 0.15 | -0.18 | 0.15 | -0.11 | 0.09 | -0.08 | 0.08 | |
2 | β1 = 5 | 0.76 | 0.33 | 0.09 | 0.06 | 0.34 | 0.16 | 0.91 | 0.40 |
| 0.09 | 0.14 | 0.20 | 0.14 | 0.14 | 0.11 | 0.09 | 0.08 | |
β2 = 3 | 0.29 | 0.23 | 0.01 | 0.03 | 0.15 | 0.10 | 0.48 | 0.23 | |
| 0.08 | 0.12 | 0.11 | 0.13 | 0.07 | 0.08 | 0.04 | 0.04 | |
3 | β1 = 5 | 0.51 | 0.39 | 0.03 | 0.07 | 0.41 | 0.70 | 0.95 | 0.34 |
| 0.22 | 0.21 | 0.24 | 0.19 | 0.20 | 0.17 | 0.13 | 0.11 | |
| -0.01 | 0.07 | -0.01 | 0.11 | -0.03 | 0.21 | -0.04 | 0.12 | |
β2 = 3 | 0.26 | 0.27 | 0.01 | 0.04 | 0.15 | 0.30 | 0.52 | 0.27 | |
| 0.09 | 0.13 | 0.13 | 0.16 | 0.12 | 0.16 | 0.07 | 0.11 | |
| 0.001 | 0.07 | 0.004 | 0.06 | 0.01 | 0.05 | -0.01 | 0.07 | |
4 | β1 = 5 | 0.40 | 0.38 | 0.03 | 0.06 | 0.48 | 0.80 | 0.97 | 0.43 |
| 0.27 | 0.26 | 0.32 | 0.25 | 0.30 | 0.23 | 0.20 | 0.20 | |
| -0.04 | 0.12 | -0.02 | 0.14 | -0.11 | 0.24 | -0.09 | 0.16 | |
β2 = -3 | -0.23 | 0.29 | -0.004 | 0.01 | -0.21 | 0.45 | -0.56 | 0.30 | |
| -0.15 | 0.20 | -0.16 | 0.19 | -0.17 | 0.19 | -0.09 | 0.13 | |
| 0.03 | 0.08 | -0.002 | 0.10 | 0.05 | 0.18 | 0.06 | 0.15 |