Identification of Insider Trading in the Securities Market Based on Multi-task Deep Neural Network

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Number</td><td class="align_center" colspan="2">Retained indicators</td><td class="align_center" colspan="2">Deleted indicators</td><td class="align_center" rowspan="2">Correlation coefficient</td></tr><tr class="thead"><td class="align_center">Indicators</td><td class="align_center">Information gain</td><td class="align_center">Indicators</td><td class="align_center">Information gain</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">1</td><td class="align_center">CR-10 index</td><td class="align_center">0.056402</td><td class="align_center">CR-5 index</td><td class="align_center">0.032328</td><td class="align_center">0.997</td></tr><tr><td class="align_left">2</td><td class="align_center">Capital preservation and appreciation rate</td><td class="align_center">0.050051</td><td class="align_center">Capital accumulation rate</td><td class="align_center">0.038245</td><td class="align_center">0.995</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Correlation analysis of chemical manufacturing indicators.</div>

Computational Intelligence and Neuroscience

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Table 3

Table 3: Identification of Insider Trading in the Securities Market Based on Multi-task Deep Neural Network 