Table 1 Error rate e and p-value p for different training set sizes.
From: On the statistical assessment of classifiers using DNA microarray data
| Â | WVA | RLS | SVM | |||
|---|---|---|---|---|---|---|
n | e | p | e | p | e | p |
10 | 25% | 0.078 | 21% | 0.048 | 21% | 0.053 |
15 | 24% | 0.056 | 19% | 0.035 | 18% | 0.037 |
20 | 23% | 0.066 | 16% | 0.028 | 15% | 0.026 |
25 | 21% | 0.045 | 16% | 0.028 | 14% | 0.022 |
30 | 21% | 0.050 | 15% | 0.027 | 13% | 0.017 |
35 | 19% | 0.069 | 14% | 0.027 | 11% | 0.019 |
40 | 21% | 0.102 | 15% | 0.109 | 12% | 0.022 |
46 | 21% | 0.493 | 14% | 0.489 | 11% | 0.495 |