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Table 2 Accuracy, sensitivity and specificity of ANN and LR.

From: Artificial neural network approach for selection of susceptible single nucleotide polymorphisms and construction of prediction model on childhood allergic asthma

a

   

ANN

accuracy [%]

sensitivity [%]

specificity [%]

learning

98.8

99.1

98.4

evaluation

73.3

74.4

72.1

LR

accuracy [%]

sensitivity [%]

specificity [%]

learning

68.8

69.2

68.3

evaluation

48.3

45.3

51.2

b

   

ANN

accuracy [%]

sensitivity [%]

specificity [%]

learning

97.7

98.0

97.5

evaluation

74.4

77.9

70.9

LR

accuracy [%]

sensitivity [%]

specificity [%]

learning

59.4

57.8

60.9

evaluation

47.7

48.3

47.1

  1. (a) with 25 SNPs.
  2. (b) with 10 SNPs selected by PDM.
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BMC Bioinformatics

ISSN: 1471-2105

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