Decision Support System (DSS) for Fraud Detection in Health Insurance Claims Using Genetic Support Vector Machines (GSVMs)

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Description</td><td class="align_center">Accuracy</td><td class="align_center">Sensitivity</td><td class="align_center">Specificity</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Linear</td><td class="align_center">80.67</td><td class="align_center">84.48</td><td class="align_center">55.97</td></tr><tr><td class="align_left">Polynomial</td><td class="align_center">81.22</td><td class="align_center">86.99</td><td class="align_center">61.28</td></tr><tr><td class="align_left">RBF</td><td class="align_center">87.91</td><td class="align_center">89.80</td><td class="align_center">81.18</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Averages performance analysis of SVM classifiers.</div>

Journal of Engineering

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Table 4

Table 4: Decision Support System (DSS) for Fraud Detection in Health Insurance Claims Using Genetic Support Vector Machines (GSVMs) 