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 |