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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