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Table 2 The average performance of the classifiers using P scan and V scan, using P scan alone or using V scan alone (60 training samples, 127 testing samples)

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

  Sensitivity Specificity Accuracy
NB (using P & V scan) 88.6 89.3 89.2
NB (using P scan) 83.7 77.8 78.4
NB (using V scan) 95.7 85.1 86.2
ANN (using P & V scan) 49.2 92.8 88.4
ANN (using P scan) 13.2 96.6 88.2
ANN (using V scan) 19.7 96.9 89.0
3NN (using P & V scan) 46.8 92.1 87.5
3NN (using P scan) 24.6 93.3 86.3
3NN (using V scan) 32.0 95.6 89.0
  1. All values are in %.