Data set | Type of models | Sensitivity (%) | Specificity (%) | Precision (%) | Accuracy (%) |
---|---|---|---|---|---|
Calibration set | SVM | 94.4 | 72.4 | 89.3 | 88 |
DBN | / | / | / | / | |
kNN | 91.5 | 75.9 | 90.3 | 87 | |
CNN | / | / | / | / | |
Validation set | LS-SVM | 82.4 | 81.3 | 82.4 | 81.8 |
DBN | 100 | 100 | 100 | 100 | |
kNN | 82.4 | 62.5 | 70.0 | 72.7 | |
CNN | 100 | 100 | 100 | 100 | |
External validation set | SVM | 93.3 | 75.0 | 87.5 | 85.0 |
DBN | 100 | 100 | 100 | 100 | |
kNN | 86.7 | 80.0 | 92.9 | 85.0 | |
CNN | 100 | 100 | 100 | 100 |