Table 2.
Summary of cross-validation results for SRBCT data: Mean ± standard error of classification accuracies
Train/test runs | 50%–50% cross validation | 75%–25% cross validation | 95%–5% cross validation |
10 | 0.768 ± 0.0169 | 0.755 ± 0.0169 | 0.750 ± 0.0745 |
25 | 0.747 ± 0.0112 | 0.749 ± 0.0134 | 0.740 ± 0.0444 |
50 | 0.737 ± 0.0076 | 0.759 ± 0.0102 | 0.745 ± 0.0281 |
100 | 0.734 ± 0.0059 | 0.750 ± 0.0079 | 0.733 ± 0.0202 |
500 | 0.733 ± 0.0031 | 0.749 ± 0.0039 | 0.747 ± 0.0097 |
1000 | 0.732 ± 0.0021 | 0.752 ± 0.0027 | 0.749 ± 0.0068 |
2000 | 0.734 ± 0.0014 | 0.748 ± 0.0019 | 0.751 ± 0.0047 |
3000 | 0.733 ± 0.0012 | 0.749 ± 0.0016 | 0.758 ± 0.0038 |
4000 | 0.733 ± 0.0010 | 0.747 ± 0.0014 | 0.760 ± 0.0033 |
5000 | 0.733 ± 0.0009 | 0.746 ± 0.0012 | 0.761 ± 0.0030 |