Affordable Bimodal Optical Sensors to Spread the Use of Automated Insect Monitoring

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Species</td><td class="align_center" colspan="4">XGB classifier</td></tr><tr class="thead"><td class="align_center">Precision</td><td class="align_center">Recall</td><td class="align_center"><i>F</i><sub>1</sub></td><td class="align_center">Number of recordings</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left"><i>C. capitata</i></td><td class="align_center">0.98</td><td class="align_center">0.98</td><td class="align_center">0.98</td><td class="align_center">244</td></tr><tr><td class="align_left"><i>B. oleae</i></td><td class="align_center">0.99</td><td class="align_center">0.99</td><td class="align_center">0.99</td><td class="align_center">455</td></tr><tr><td class="align_left">Avg/total</td><td class="align_center">0.99</td><td class="align_center">0.99</td><td class="align_center">0.99</td><td class="align_center">699</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Different accuracy metrics using a 20% random hold out set. XGB classifier. Both modalities appended.</div>

Journal of Sensors

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Table 3

Table 3: Affordable Bimodal Optical Sensors to Spread the Use of Automated Insect Monitoring 