Table 7.
Prediction accuracies of 5-fold CV in different conversion types (%).
| Features | Lung | Prostate2 | Cardiovascular | Average |
|---|---|---|---|---|
| Top20_Ind | 76.49 | 85.13 | 74.59 | 78.73 |
| Top10_Sum | 80.68 | 81.61 | 78.83 | 80.37 |
| Top10_Diff | 83.37 | 85.84 | 76.97 | 82.06 |
| Top10_Mul | 80.81 | 81.61 | 79.09 | 80.50 |
| Top10_Sign | 78.08 | 84.68 | 79.38 | 80.71 |
| Top10_Abs | 84.44 | 76.18 | 84.40 | 81.67 |
| Top10_Sum + Top20_Ind | 79.70 | 85.14 | 80.42 | 81.75 |
| Top10_Diff + Top20_Ind | 82.33 | 84.44 | 83.33 | 83.37 |
| Top10_Mul + Top20_Ind | 78.11 | 86.55 | 79.64 | 81.43 |
| Top10_Sign + Top20_Ind | 81.35 | 84.43 | 76.21 | 80.66 |
| Top10_Abs + Top20_Ind | 83.91 | 86.31 | 87.04 | 85.75 |
Top20_Ind: The Top20 individually discriminant genes selected by t-test. Top10_Sum: the Top10 gene pairs selected by Sum conversion types + t-test, the others as well.