Framework for Classification of Chest X-Rays into Normal/COVID-19 Using Brownian-Mayfly-Algorithm Selected Hybrid Features

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Class</td><td class="align_center">Dimension</td><td class="align_center">Total image</td><td class="align_center">Training image</td><td class="align_center">Testing image</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Normal</td><td class="align_center">224 × 224 × 3</td><td class="align_center">2400</td><td class="align_center">2160</td><td class="align_center">240</td></tr><tr><td class="align_left">COVID-19</td><td class="align_center">224 × 224 × 3</td><td class="align_center">2400</td><td class="align_center">2160</td><td class="align_center">240</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Dataset considered in this framework to test the performance of proposed scheme.</div>

Mathematical Problems in Engineering

tab2

Table 2

Table 2: Framework for Classification of Chest X-Rays into Normal/COVID-19 Using Brownian-Mayfly-Algorithm Selected Hybrid Features 