From: Network-based support vector machine for classification of microarray samples
Network | Method | Error | # Disease Genes | # Genes |
---|---|---|---|---|
PD-1nb-net | STD | 0.476 (0.023) | 8.0 (0.0) | 16.0 (0.0) |
L1 | 0.471 (0.017) | 2.8 (0.7) | 6.1 (1.5) | |
New (w = 1) | 0.462 (0.016) | 3.4 (0.8) | 7.3 (1.7) | |
New (w = ) | 0.462 (0.014) | 3.6 (0.7) | 8.4 (1.5) | |
New (w = d) | 0.482 (0.015) | 3.0 (1.2) | 7.5 (2.1) | |
Final Model | - | 8.0 | 16.0 | |
PD-2nb-net | STD | 0.444 (0.016) | 8.0 (0.0) | 26.0 (0.0) |
L1 | 0.449 (0.017) | 3.1 (0.5) | 10.9 (2.1) | |
New (w = 1) | 0.464 (0.022) | 5.3 (0.9) | 13.2 (3.2) | |
New (w = ) | 0.447 (0.023) | 6.1 (0.8) | 13.7 (2.7) | |
New (w = d) | 0.433 (0.016) | 6.2 (0.9) | 20.0 (2.5) | |
Final Model | - | 8.0 | 26.0 |