Comparative Evaluation of the Multilayer Perceptron Approach with Conventional ARIMA in Modeling and Prediction of COVID-19 Daily Death Cases

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left"></td><td class="align_center">Daily death cases</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Mean</td><td class="align_center">41.00</td></tr><tr><td class="align_left">Median</td><td class="align_center">32.00</td></tr><tr><td class="align_left">Minimum</td><td class="align_center">0.00</td></tr><tr><td class="align_left">Maximum</td><td class="align_center">313.00</td></tr><tr><td class="align_left">Variance</td><td class="align_center">1445.38</td></tr><tr><td class="align_left">Lower quartile</td><td class="align_center">9.00</td></tr><tr><td class="align_left">Upper quartile</td><td class="align_center">60.75</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Descriptive statistics of Pakistan COVID-19 confirmed deaths from February 25, 2020, to March 23, 2022.</div>

Journal of Healthcare Engineering

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Table 1

Table 1: Comparative Evaluation of the Multilayer Perceptron Approach with Conventional ARIMA in Modeling and Prediction of COVID-19 Daily Death Cases 

Table 1 | Comparative Evaluation of the Multilayer Perceptron Approach with Conventional ARIMA in Modeling and Prediction of COVID-19 Daily Death Cases 