Real-Time Heart Arrhythmia Detection Using Apache Spark Structured Streaming

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Class label</td><td class="align_center">Record</td><td class="align_center">Number of samples</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Normal beat</td><td class="align_center">115</td><td class="align_center">104400</td></tr><tr><td class="align_left">RBBB arrhythmia</td><td class="align_center">124</td><td class="align_center">129600</td></tr><tr><td class="align_left">Atrial arrhythmia</td><td class="align_center">232</td><td class="align_center">124200</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The number of test samples according to each class label sampled at 360 Hz and the corresponding record in the MIT/BIH database.</div>

Journal of Healthcare Engineering

tab3

Table 3

Table 3: Real-Time Heart Arrhythmia Detection Using Apache Spark Structured Streaming 