Default Risk Prediction of Enterprises Based on Convolutional Neural Network in the Age of Big Data: Analysis from the Viewpoint of Different Balance Ratios

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">Non-default</td><td class="align_center">Default</td><td class="align_center">Attribute</td><td class="align_center">Default rate</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Japan dataset</td><td class="align_center">383</td><td class="align_center">307</td><td class="align_center">15</td><td class="align_center">0.4449</td></tr><tr><td class="align_left">Australia dataset</td><td class="align_center">383</td><td class="align_center">307</td><td class="align_center">14</td><td class="align_center">0.4449</td></tr><tr><td class="align_left">Chile dataset</td><td class="align_center">8000</td><td class="align_center">2000</td><td class="align_center">21</td><td class="align_center">0.2</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Complexity

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Table 7

Table 7: Default Risk Prediction of Enterprises Based on Convolutional Neural Network in the Age of Big Data: Analysis from the Viewpoint of Different Balance Ratios 

Table 7 | Default Risk Prediction of Enterprises Based on Convolutional Neural Network in the Age of Big Data: Analysis from the Viewpoint of Different Balance Ratios 