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.

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


Wagner et al. BMC Bioinformatics 2004 5:26   doi:10.1186/1471-2105-5-26

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