Table 7.
The negative predictive values of models in different conditions.
| Model | The apriority probability | ||
| 1% | 10% | 20% | |
| Semihandcrafted Bayesian network | 1.00 | .96 | .92 |
| Handcrafted Bayesian network | 1.00 | .95 | .90 |
| Decision tree | 1.00 | .97 | .93 |
| Discriminant analysis | 1.00 | .95 | .90 |
| Logistic regression | 1.00 | .96 | .91 |
| Support vector machine | 1.00 | .95 | .90 |
| K-nearest neighbor | 1.00 | .96 | .92 |
| Ensemble method | 1.00 | .97 | .93 |