Deep Learning Structure for Cross-Domain Sentiment Classification Based on Improved Cross Entropy and Weight

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Data</td><td class="align_center">Positive emotion sample</td><td class="align_center">Negative emotion sample</td><td class="align_center">Sum of samples</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">English</td><td class="align_center">25000</td><td class="align_center">25000</td><td class="align_center">50000</td></tr><tr><td class="align_left">Chinese</td><td class="align_center">10679</td><td class="align_center">10428</td><td class="align_center">21107</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Scientific Programming

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Table 2

Table 2: Deep Learning Structure for Cross-Domain Sentiment Classification Based on Improved Cross Entropy and Weight 