A Machine Learning-Based Prediction Model for Preterm Birth in Rural India

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Outcome</td><td class="align_center"><i>N</i></td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Number of features</td><td class="align_center">36</td></tr><tr><td class="align_left">Number of classes</td><td class="align_center">2</td></tr><tr><td class="align_left">Total instances</td><td class="align_center">1300</td></tr><tr><td class="align_left">Term birth</td><td class="align_center">991</td></tr><tr><td class="align_left">Preterm birth</td><td class="align_center">309</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Summary of discretized (term-preterm) dataset.</div>

Journal of Healthcare Engineering

tab4

Table 4

Table 4: A Machine Learning-Based Prediction Model for Preterm Birth in Rural India 