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Table 2 Overall accuracy of SVM for small gene sets selected by RFE

From: Predicting cancer type from tumour DNA signatures

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 %