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. 2008 Nov 4;23(1):18–30. doi: 10.1007/s10278-008-9158-4

Table 4.

Class-specific Accuracies for Each Classifier Family with Two-Class Configuration

  Healthy Pathological
Naive Bayes 0.922 0.8087
k-NN 0.8923 0.9764
J48 0.6985 0.9675
MLP 0.711 0.958
SVM 0.8535 0.9818

Naive Bayes performs well for classifying healthy tissue.