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