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Table 3 Overall accuracy of the SVM classifier trained using the genes proposed by Martinez et al. and the genes selected via SVM-RFE and stability selection in this study
From:
Predicting cancer type from tumour DNA signatures
Classification task
25-gene panel in Martinez et al.
Top 25 SVM-RFE-based SPM genes
Top 25 SVM-RFE-based SPM and CNA genes
28 cancer types of this study
30.4
%
39.0
%
67.7
%
10 cancer types of Martinez et al.
54.6
%
57.4
%
85.4
%
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