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Performance measure for each of the machine learning models after optimal preprocessing and feature engineering
| Accuracy (%) | F1 score (%) | Sensitivity (%) | PPV (%) | Specificity (%) | NPV (%) | |
|---|---|---|---|---|---|---|
| Naïve Bayes | 74.5 | 38.1 | 67.1 | 26.6 | 75.5 | 94.6 |
| Decision tree | 86.2 | 45.8 | 50.0 | 42.2 | 90.9 | 93.2 |
| Maximum entropy | 81.2 | 38.7 | 50.7 | 31.3 | 85.3 | 93.0 |
