Assessment of Pilots’ Cognitive Competency Using Situation Awareness Recognition Model Based on Visual Characteristics

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Number of features</td><td class="align_center">RMSE</td><td class="align_center">RE</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">1</td><td class="align_center">0.912</td><td class="align_center">0.476</td></tr><tr><td class="align_left">2</td><td class="align_center">0.843</td><td class="align_center">0.427</td></tr><tr><td class="align_left">3</td><td class="align_center">0.882</td><td class="align_center">0.391</td></tr><tr><td class="align_left">4</td><td class="align_center">0.787</td><td class="align_center">0.340</td></tr><tr><td class="align_left">5</td><td class="align_center">0.704</td><td class="align_center">0.283</td></tr><tr><td class="align_left">6</td><td class="align_center">0.674</td><td class="align_center">0.247</td></tr><tr><td class="align_left">7</td><td class="align_center">0.756</td><td class="align_center">0.263</td></tr><tr><td class="align_left">8</td><td class="align_center">0.722</td><td class="align_center">0.255</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Error values with varying feature quantities.</div>

International Journal of Intelligent Systems

tab4

Table 4

Table 4: Assessment of Pilots’ Cognitive Competency Using Situation Awareness Recognition Model Based on Visual Characteristics 