PSO-Optimized CoVID-19 MLP-NARX Mortality Prediction Model

Abstract

Mortality prediction models localized for Malaysia is limited, warranting a research gap to study further. A predictive model for CoVID-19 mortality prediction is presented in this paper. The model utilized the MLP-NARX structure. Parameters for the model were optimized using PSO. Prediction results yielded average MSE value of $8.1141\times 10\times ^{-7}$ with acceptable validation results.