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. 2016 Mar 12;16:23. doi: 10.1186/s12880-016-0117-0

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