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. 2018 Jul 3;26(3):394–401. doi: 10.5606/tgkdc.dergisi.2018.15559

Table 4. Results of model performance evaluation.

  Dataset 1 Dataset 2
  Accuracy Diagnostic Odds Ratio F-Measure Error Accuracy Diagnostic Odds Ratio F-Measure Error
Naive Bayes Classifier 0.977 6910.236 0.966 0.023 0.913 122.848 0.870 0.087
k-Nearest Neighbor 
Algorithm
k=5 k=9
0.972 1884.235 0.958 0.028 0.886 69.997 0.830 0.114
0.982 Infinity 0.973 0.018 0.898 Infinity 0.926 0.102
Decision Tree Algorithms C4.5 ID3
0.989 Infinity 0.984 0.011 0.840 35.213 0.761 0.160