Computational Models-Based Detection of Peripheral Malarial Parasites in Blood Smears

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Precision</td><td class="align_center">Recall</td><td class="align_center">F1 score</td><td class="align_center">Support</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Healthy sample</td><td class="align_center">0.97</td><td class="align_center">0.96</td><td class="align_center">0.96</td><td class="align_center">4085</td></tr><tr><td class="align_left">Malaria-sample</td><td class="align_center">0.96</td><td class="align_center">0.96</td><td class="align_center">0.95</td><td class="align_center">4173</td></tr><tr><td class="align_left">Micro-average</td><td class="align_center">0.97</td><td class="align_center">0.97</td><td class="align_center">0.97</td><td class="align_center">8158</td></tr><tr><td class="align_left">Macro-average</td><td class="align_center">0.97</td><td class="align_center">0.97</td><td class="align_center">0.97</td><td class="align_center">8158</td></tr><tr><td class="align_left">Weighted-average</td><td class="align_center">0.97</td><td class="align_center">0.97</td><td class="align_center">0.97</td><td class="align_center">8158</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The performance report of the model classification.</div>

Contrast Media & Molecular Imaging

tab5

Table 5

Table 5: Computational Models-Based Detection of Peripheral Malarial Parasites in Blood Smears 