Early Prediction of Sepsis Based on Machine Learning Algorithm

<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">Label</td><td class="align_center">Counts</td><td class="align_center">Ratio of labels 1 and 0</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">0</td><td class="align_center">88828</td><td class="align_center" rowspan="3">5.18: 1</td></tr><tr><td class="align_left">1</td><td class="align_center">17136</td></tr><tr><td class="align_left">Sum</td><td class="align_center">105964</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The percentage of label category of undersampling.</div>

Computational Intelligence and Neuroscience

tab3

Table 3

Table 3: Early Prediction of Sepsis Based on Machine Learning Algorithm 