Table 6.
Prediction accuracies of 5-fold CV in different schemes of input features (%).
| Input features | Lung | Prostate2 | Cardiovascular | Average |
|---|---|---|---|---|
| Top10_Ind | 74.41 (43.81) | 84.20 (64.39) | 73.29 (63.22) | 77.30 (57.14) |
| Top20_Ind | 76.49 (43.31) | 85.13 (61.08) | 74.59 (61.65) | 78.74 (55.35) |
| Top40_Ind | 75.93 (46.02) | 84.20 (61.09) | 80.96 (62.95) | 80.36 (56.69) |
| Top5_Syn | 76.54 (47.03) | 74.52 (62.25) | 75.67 (62.99) | 75.58 (57.42) |
| Top10_Syn | 84.44 (50.28) | 76.18 (55.90) | 84.40 (61.38) | 81.67 (55.85) |
| Top20_Syn | 83.98 (47.06) | 80.20 (62.96) | 89.70 (62.17) | 84.63 (57.40) |
| Top10_Ind + Top5_Syn | 82.33 (48.17) | 86.34 (62.27) | 82.55 (63.22) | 83.74 (57.89) |
| Top20_Ind + Top10_Syn | 83.91 (40.11) | 86.31 (57.54) | 87.04 (62.44) | 85.75 (53.36) |
Ind represents the individually discriminant genes, Syn represents the synergic genes. A number in parentheses indicates the result of label randomization test.