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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 %.