Table 6. Performance measures on the testing set.
Models | Accuracy (%) | Sensitivity (%) | Specificity (%) |
---|---|---|---|
LR | 86.8 | 98.8 | 48.6 |
KNN | 89.4 | 97.7 | 54.9 |
C5.0 DT | 93.3 | 96.7 | 71.6 |
ANN | 89.6 | 96.0 | 56.3 |
RF | 91.5 | 95.4 | 65.1 |
XGBoost | 93.3 | 96.7 | 71.6 |
svmLinear | 84.8 | 98.4 | 44.7 |
svmRadial | 91.0 | 95.0 | 63.7 |