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Table 3 The average performance of the classifiers using P scan and V scan, using P scan alone or using V scan alone (30 training samples, 157 testing samples)

From: Automatic diagnosis of melanoma using machine learning methods on a spectroscopic system

 

Sensitivity

Specificity

Accuracy

NB (using P & V scan)

73.0

90.8

89.0

NB (using P scan)

74.0

82.2

81.4

NB (using V scan)

81.8

86.0

85.6

ANN (using P & V scan)

66.5

89.8

87.4

ANN (using P scan)

30.0

94.2

87.8

ANN (using V scan)

49.0

92.8

88.3

3NN (using P & V scan)

70.3

89.7

87.7

3NN (using P scan)

28.8

92.6

86.1

3NN (using V scan)

51.0

92.3

88.1

  1. All values are in %.