Table 2 Comparison of the performance of different classifiers for facial palsy classification
classifier | Sensitivity(%) | Specificity(%) |
|---|---|---|
RLR | 85.9 | 97.7 |
RF | 92.3 | 95.0 |
SVM | 72.5 | 94.8 |
DT | 90.2 | 94.0 |
NB | 79.9 | 95.4 |
hDT_RLR | 97.5 | 94.9 |
hDT_RF | 94.3 | 95.4 |
hDT_SVM | 96.9 | 90.0 |
hDT_NB | 96.9 | 90.9 |
hLR_RF | 92.2 | 94.1 |
hLR_SVM | 85.9 | 94.8 |
hLR_DT | 92.5 | 93.7 |
hLR_NB | 85.9 | 95.4 |
hRF_RLR | 96.0 | 92.3 |
hRF_SVM | 97.1 | 90.5 |
hRF_DT | 95.4 | 93.1 |
hRF_NB | 96.3 | 90.2 |
hSVM_LR | 85.9 | 94.8 |
hSVM_RF | 88.0 | 94.2 |
hSVM_DT | 92.5 | 93.4 |
hSVM_NB | 83.0 | 91.7 |
hNB_LR | 85.9 | 95.4 |
hNB_RF | 87.9 | 96.0 |
hNB_DT | 95.9 | 90.9 |
hNB_SVM | 83.0 | 91.6 |