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

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Feature name</td><td class="align_center">Explanation</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">cum_sum</td><td class="align_center">Calculate the cumulative maximum</td></tr><tr><td class="align_left">multiply_numeric</td><td class="align_center">Multiply the elements of two lists</td></tr><tr><td class="align_left">add_numeric_scalar</td><td class="align_center">Add a scalar to each value in the list</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Features generated through transformation.</div>

Discrete Dynamics in Nature and Society

tab3

Table 3

Table 3: Automatic Feature Engineering-Based Optimization Method for Car Loan Fraud Detection 