Arrhythmia Classification of ECG Signals Using Hybrid Features

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Predicted labels</td><td class="align_center">N</td><td class="align_center">S</td><td class="align_center">V</td><td class="align_center">F</td><td class="align_center">Q</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left"><i>Actual labels</i></td><td class="align_left"> </td><td class="align_left"> </td><td class="align_left"> </td><td class="align_left"> </td><td class="align_left"> </td></tr><tr><td class="align_left">N</td><td class="align_center">9280</td><td class="align_center">1</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">0</td></tr><tr><td class="align_left">S</td><td class="align_center">1</td><td class="align_center">458</td><td class="align_center">0</td><td class="align_center">1</td><td class="align_center">0</td></tr><tr><td class="align_left">V</td><td class="align_center">2</td><td class="align_center">0</td><td class="align_center">604</td><td class="align_center">0</td><td class="align_center">0</td></tr><tr><td class="align_left">F</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">14</td><td class="align_center">0</td></tr><tr><td class="align_left">Q</td><td class="align_center">2</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">0</td><td class="align_center">398</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Confusion matrix for Fold II using NN (subject-oriented scheme).</div>

Computational and Mathematical Methods in Medicine

tab6

Table 6

Table 6: Arrhythmia Classification of ECG Signals Using Hybrid Features 