Automatic Feature Engineering-Based Optimization Method for Car Loan Fraud Detection

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Group</td><td class="align_center">Description</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Benchmark group</td><td class="align_center">Use original features</td></tr><tr><td class="align_left">Automatic feature group A</td><td class="align_center">Use automatically constructed features that do not limit depth</td></tr><tr><td class="align_left">Automatic feature group B</td><td class="align_center">Use automatically constructed features with limited depth</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Settings of experimental group.</div>

Discrete Dynamics in Nature and Society

tab6

Table 6

Table 6: Automatic Feature Engineering-Based Optimization Method for Car Loan Fraud Detection 