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Table 2 Error rate e and p-value p of classifiers trained with a fixed number of examples and a different number of genes.

From: On the statistical assessment of classifiers using DNA microarray data

  WVA RLS SVM
g e p e p e p
22283 21% 0.045 14% 0.027 11% 0.019
16384 20% 0.065 14% 0.021 11% 0.025
8192 18% 0.073 14% 0.034 14% 0.039
4096 16% 0.116 14% 0.021 14% 0.039
2048 15% 0.168 14% 0.034 14% 0.033
1024 14% 0.216 13% 0.024 13% 0.040
512 13% 0.118 13% 0.028 14% 0.033
256 13% 0.127 13% 0.040 14% 0.025
128 13% 0.139 13% 0.036 14% 0.013
64 13% 0.142 13% 0.036 14% 0.022
32 13% 0.131 13% 0.022 14% 0.031
16 14% 0.242 13% 0.030 14% 0.040
8 15% 0.202 14% 0.029 14% 0.041
4 16% 0.165 14% 0.041 16% 0.031
2 19% 0.213 16% 0.046 16% 0.041