| Testing criteria | Decision tree (J48) | Decision tree (random tree) | Naïve Bayes | Neural network | Logistic regression | |||||
| Confusion matrix | 14296 | 3423 | 17497 | 222 | 13423 | 4296 | 15024 | 2695 | 13157 | 4562 |
| 3063 | 9843 | 995 | 11911 | 4359 | 8547 | 4183 | 8723 | 3409 | 9497 | |
| Accuracy (%) | 78.82 % | 96.03 % | 71.74% | 77.54% | 73.97% | |||||
| Sensitivity (%) | 74.19% | 98.17% | 66.55% | 76.39% | 67.55% | |||||
| Specificity (%) | 82.35% | 94.61% | 75.48% | 78.22% | 79.44% | |||||
| Area under the ROC (%) | 86.3% | 99.7 % | 80.4% | 87.1 % | 83.2% | |||||
| Computation time in seconds | 3.94 | 0.6 | 0.12 | 4194 | 37.73 | |||||