Improvement of Adequate Digoxin Dosage: An Application of Machine Learning Approach

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Rank</td><td class="align_center">Variable</td><td class="align_center">Gain ratios</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">1</td><td class="align_center">SCr</td><td class="align_center">0.0826</td></tr><tr><td class="align_left">2</td><td class="align_center">Serum K<sup>+</sup></td><td class="align_center">0.0428</td></tr><tr><td class="align_left">3</td><td class="align_center">CHF</td><td class="align_center">0.0129</td></tr><tr><td class="align_left">4</td><td class="align_center">DDI</td><td class="align_center">0.0101</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Ranking of selected variables by gain ratio.</div>

Journal of Healthcare Engineering

tab7

Table 7

Table 7: Improvement of Adequate Digoxin Dosage: An Application of Machine Learning Approach 