|
| 方法 | 训练误差(%) | 测试误差(%) | 被选基因数 |
| 0.9 | PenLDA | 21.88 (2.24) | 21.71 (3.87) | 25.76 (21.04) |
| PSIS | 3.54 (0.79) | 9.43 (5.65) | 107.54 (15.71) | |
| DC-SIS | 6.85 (1.35) | 11.81 (6.40) | 32.08 (3.85) | |
| MVSIS1 | 3.65 (1.15) | 7.62 (5.09) | 31.76 (10.24) | |
| MVSIS2 | 3.60 (1.15) | 7.70 (4.91) | 31.90 (10.10) | |
| GCSIS1 | 3.52 (1.13) | 7.64 (5.01) | 28.43 (9.86) | |
| GCSIS2 | 3.31 (1.10) | 7.32 (4.91) | 20.71 (80.23) | |
| 0.8 | PenLDA | 22.12 (2.10) | 22.40 (4.37) | 25.04 (21.81) |
| PSIS | 3.08 (1.11) | 7.90 (3.89) | 101.88 (15.72) | |
| DC-SIS | 6.33 (2.16) | 13.15 (5.32) | 32.18 (5.38) | |
| MVSIS1 | 3.74 (2.09) | 6.70 (4.24) | 27.20 (9.11) | |
| MVSIS2 | 3.80 (1.99) | 6.65 (4.40) | 26.54 (9.04) | |
| GCSIS1 | 3.61 (2.12) | 6.45 (4.31) | 25.94 (8.78) | |
| GCSIS2 | 3.23 (2.53) | 6.2 (4.10) | 25.30 (8.21) |