Classifier Type | Accuracy (%) | Sensitivity (%) | Specificity (%) | Precision (%) | F1 score (%) | NPV (%) | AUC |
SVM | 80 | 80 | 80 | 80 | 80 | 80 | 0.84 |
Neural Network (Bilayered) | 82.2 | 85.4 | 79.61 | 77.8 | 81.42 | 86.7 | 0.85 |
Ensemble Subspace | 78.9 | 79.55 | 78.27 | 77.8 | 78.66 | 80 | 0.88 |
Ensemble Bagged Trees | 83.3 | 87.51 | 80 | 77.8 | 82.36 | 88.9 | 0.88 |
Neural Network (Narrow) | 86.7 | 88.37 | 85.07 | 84.4 | 86.33 | 88.9 | 0.91 |