Construction and Simulation of Market Risk Warning Model Based on Deep Learning

<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">Epochs</td><td class="align_center">RMSE</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">8</td><td class="align_center">0.014473</td></tr><tr><td class="align_left">16</td><td class="align_center">0.014591</td></tr><tr><td class="align_left">32</td><td class="align_center">0.014528</td></tr><tr><td class="align_left">64</td><td class="align_center">0.014608</td></tr><tr><td class="align_left">128</td><td class="align_center">0.014578</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>RMSE comparison of different batch sizes.</div>

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Table 3

Table 3: Construction and Simulation of Market Risk Warning Model Based on Deep Learning 