Research on Earnings Management of Growth Enterprise Market in China Stock Market: Comparative Analysis Based on the BPNN, GBDT, and MLR Models

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Names of parameter</td><td class="align_center">Values</td><td class="align_center">Names of parameter</td><td class="align_center">Values</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Learning_rate</td><td class="align_center">0.1</td><td class="align_center">Min_samples_split</td><td class="align_center">2</td></tr><tr><td class="align_left"><i>n</i>_estimators</td><td class="align_center">80</td><td class="align_center">Min_samples_leaf</td><td class="align_center">1</td></tr><tr><td class="align_left">Max_depth</td><td class="align_center">3</td><td class="align_center">Max_features</td><td class="align_center">14</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The model parameter selection.</div>

Computational Intelligence and Neuroscience

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Table 3

Table 3: Research on Earnings Management of Growth Enterprise Market in China Stock Market: Comparative Analysis Based on the BPNN, GBDT, and MLR Models 

Table 3 | Research on Earnings Management of Growth Enterprise Market in China Stock Market: Comparative Analysis Based on the BPNN, GBDT, and MLR Models 