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Table 5 Statistics on classification accuracy for the linear SVM averaged over 1000 randomized datasets. 10 cross-validation runs using 15 peaks were performed on each dataset.

From: Computational protein biomarker prediction: a case study for prostate cancer

  max. acc. median acc. 95th %ile
BPH vs Control 70.0 51.6 59.7
BPH vs E. Cancer 68.1 50.0 59.4
BPH vs L. Cancer 68.1 50.0 59.7
Control vs E. Cancer 66.9 50.0 59.7
Control vs L. Cancer 65.0 51.6 59.3