Table 2 Overall accuracy of SVM for small gene sets selected by RFE
Number of genes used | Only somatic point mutated genes as predictors | Only copy number altered genes as predictors | Somatic point-mutated genes and copy number altered genes |
|---|---|---|---|
10 | 28.8±0.5 % | 39.3±0.8 % | 40.6±0.9 % |
20 | 35.3±0.5 % | 53.4±0.4 % | 61.5±0.6 % |
50 | 44.3±0.4 % | 67.7±0.4 % | 77.7±0.3 % |
70 | 47.2±0.4 % | 71.7±0.3 % | 81.2±0.3 % |
100 | 49.4±0.4 % | 74.7±0.3 % | 83.8±0.3 % |