Table 5 Comparison of the performance of different classifiers for facial palsy classification
Classifier | Sensitivity(%) | Specificity(%) | Harmonic mean(%) |
|---|---|---|---|
RLR | 86.7 | 100.0 | 92.9 |
SVM | 73.3 | 95.8 | 83.1 |
DT | 90.0 | 95.0 | 92.4 |
NB | 80.0 | 96.7 | 87.5 |
hDT_RLR | 99.3 | 95.0 | 97.1 |
hDT_SVM | 99.3 | 90.8 | 94.9 |
hDT_NB | 99.3 | 91.7 | 95.3 |
hLR_SVM | 86.7 | 95.8 | 91.0 |
hLR_DT | 93.3 | 94.5 | 93.9 |
hLR_NB | 86.7 | 96.7 | 91.4 |
hSVM_LR | 86.7 | 95.8 | 91.0 |
hSVM_DT | 93.3 | 94.2 | 93.7 |
hSVM_NB | 83.3 | 92.5 | 87.7 |
hNB_LR | 86.7 | 96.7 | 91.4 |
hNB_DT | 96.7 | 91.7 | 94.1 |
hNB_SVM | 83.3 | 92.5 | 87.7 |