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 |