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
| Â | 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 |