方法 | 训练误差(%) | 测试误差(%) | 被选基因数 |
NSC | 0.87 (0.90) | 1.86 (1.93) | 17.56 (12.10) |
FAIR | 3.05 (1.4) | 3.52 (2.01) | 13.72 (7.40) |
PenLDA | 0.88 (0.92) | 1.95 (1.97) | 18.95 (18.14) |
SDA | 0.00 (0.00) | 1.42 (1.21) | 39.83 (2.85) |
PSIS | 0.06 (0.24) | 2.14 (1.57) | 24.69 (6.85) |
DCSIS | 0.08 (0.27) | 2.63 (2.30) | 15.54 (12.53) |
MVSIS1 | 0.15 (0.44) | 1.77 (1.91) | 11.99 (9.53) |
MVSIS2 | 0.16 (0.43) | 2.20 (1.89) | 12.42 (9.20) |
GCSIS1 | 0.19 (0.41) | 1.61 (1.70) | 11.70 (8.35) |
GCSIS2 | 0.18 (0.42) | 1.32 (1.50) | 11.54 (7.21) |