Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Projects</td><td class="align_center">Surprise</td><td class="align_center">Ordinary</td><td class="align_center">Total</td><td class="align_center">Percentage</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Ambari</td><td class="align_center">266</td><td class="align_center">605</td><td class="align_center">871</td><td class="align_center">30.54</td></tr><tr><td class="align_left">Camel</td><td class="align_center">228</td><td class="align_center">351</td><td class="align_center">579</td><td class="align_center">39.38</td></tr><tr><td class="align_left">Derby</td><td class="align_center">111</td><td class="align_center">620</td><td class="align_center">731</td><td class="align_center">15.18</td></tr><tr><td class="align_left">Wicket</td><td class="align_center">242</td><td class="align_center">421</td><td class="align_center">663</td><td class="align_center">36.50</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The distribution of categories in different projects.</div>

Complexity

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Table 1

Table 1: Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy 