Sleep Stage Classification Using Unsupervised Feature Learning

<div class="floats-full-page floats-full-page-other"><h2>Table 3</h2><div class="floats-full-page-caption">Confusion matrix for <i>feat-DBN.  </i></div><div class="floats-full-page-content"><table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr /></td></tr><tr class="thead"><td align="left" rowspan="2">%</td><td align="center" colspan="5">Classified</td></tr><tr class="thead"><td align="center">Awake</td><td align="center">S1</td><td align="center">S2</td><td align="center">SWS</td><td align="center">REM</td></tr><tr><td class="thead-hr" colspan="6"><hr /></td></tr><tr><td align="left">Awake</td><td align="center">75.8</td><td align="center">18.2</td><td align="center">1.8</td><td align="center">0.2</td><td align="center">4.1</td></tr><tr><td align="left">S1</td><td align="center">26.0</td><td align="center">37.6</td><td align="center">25.1</td><td align="center">0.7</td><td align="center">10.6</td></tr><tr><td align="left">S2</td><td align="center">1.0</td><td align="center">9.8</td><td align="center">73.1</td><td align="center">7.2</td><td align="center">9.0</td></tr><tr><td align="left">SWS</td><td align="center">0.4</td><td align="center">0.1</td><td align="center">13.9</td><td align="center">85.5</td><td align="center">0.1</td></tr><tr><td align="left">REM</td><td align="center">1.9</td><td align="center">4.0</td><td align="center">10.3</td><td align="center">0.1</td><td align="center">83.7</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 3 | Sleep Stage Classification Using Unsupervised Feature Learning

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Table 3: Sleep Stage Classification Using Unsupervised Feature Learning

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Table 3

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Advances in Artificial Neural Systems

Sleep Stage Classification Using Unsupervised Feature Learning

Table 3