Table 6 summarizes the results of AUC parameter of all different
approaches. The final AUC is determined using AUC of dengue negative and
positive. This parameter is widely used to validate the diagnostic
accuracy. It is seen that again PSO-ANN approach hasa higher AUC rate
than rest of approaches. This parameter also validates that the PSO-ANN
approach based diagnostic model provides more accurate results than
other model and can be effectively applied to earlier diagnosis and
predict dengue disease.
Table 6: AUC results of different classifiers