EEG-Based Automatic Sleep Staging Using Ontology and Weighting Feature Analysis

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Training data</td><td class="align_center">Testing data</td><td class="align_center">Total</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Female</td><td class="align_center">19671</td><td class="align_center">9835</td><td class="align_center">29506</td></tr><tr><td class="align_left">Male</td><td class="align_center">14489</td><td class="align_center">7245</td><td class="align_center">21734</td></tr><tr><td class="align_left" colspan="3"> </td><td class="align_center">51240</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Data usage in this experiment (unit: epoch or segment).</div>

Computational and Mathematical Methods in Medicine

tab7

Table 7

Table 7: EEG-Based Automatic Sleep Staging Using Ontology and Weighting Feature Analysis 