A Comparative Study between Time Series and Machine Learning Technique to Predict Dengue Fever in Dhaka City

<table class="table-group" id="tab8"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Test statistic value (<i>Z</i>)</td><td class="align_center" colspan="3">Critical value</td><td class="align_center" rowspan="2">Value of <i>P</i></td><td class="align_center" rowspan="2">Adjusted <i>R</i>-squared</td></tr><tr class="thead"><td class="align_center">1%</td><td class="align_center">5%</td><td class="align_center">10%</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">−7.7079</td><td class="align_center">−2.6</td><td class="align_center">−1.95</td><td class="align_center">−1.61</td><td class="align_center">1.528<i>e</i> − 15</td><td class="align_center">0.6566</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Augmented Dickey–Fuller (ADF) test for 1st order dengue outbreak in Dhaka city.</div>

Discrete Dynamics in Nature and Society

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Table 8

Table 8: A Comparative Study between Time Series and Machine Learning Technique to Predict Dengue Fever in Dhaka City 