Sub model | Algorithm | Accuracy | Sensitivity | Specificity | AUC | PPV | NPV | Time (in Seconds) |
---|---|---|---|---|---|---|---|---|
I | J48 | 98.0% | 96.2% | 99.9% | 98.0% | 99.9% | 96.1% | 0.09 |
II | ANN | 97.8% | 98.4% | 99.8% | 98.6% | 99.8% | 95.4% | 8.91 |
III | SVM | 97.8% | 94.8% | 99.9% | 97.8% | 99.9% | 95.5% | 15.94 |
IV | Naïve Bayes | 96.9% | 95.1% | 97.5% | 98.8% | 97.6% | 94.9% | 0.02 |