Table 3

Performance of the classifier depending on the SVM classification thresholds applied when using groups highly populated in disease mutations only

SVM threshold

Accuracy (%)

Precision (%)

Recall (%)

MCC


-1.000

71.5

51.4

88.9

0.6

-0.750

77.0

61.7

81.5

0.6

-0.500

76.8

64.7

73.3

0.5

-0.250

79.4

68.1

69.9

0.5

0.000

71.6

60.7

56.3

0.4


Performance of the classifier depending on the SVM classification thresholds applied when using groups highly populated in disease mutations only.

Izarzugaza et al. BMC Genomics 2012 13(Suppl 4):S3   doi:10.1186/1471-2164-13-S4-S3

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