Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Predicted surprise bug</td><td class="align_center">Predicted ordinary bug</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Observed surprise bug</td><td class="align_center">TP</td><td class="align_center">FN</td></tr><tr><td class="align_left" colspan="3"><hr/></td></tr><tr><td class="align_left">Observed ordinary bug</td><td class="align_center">FP</td><td class="align_center">TN</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The definitions of precision, recall, and F-Measure for surprise bugs.</div>

Complexity

tab3

Table 3

Table 3: Surprise Bug Report Prediction Utilizing Optimized Integration with Imbalanced Learning Strategy 