Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking

<table class="table-group" id="tab12"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left" rowspan="2">Actual</td><td class="align_center" colspan="3">Predicted CB</td></tr><tr class="thead"><td class="align_center">Present</td><td class="align_center">Absent</td><td class="align_center">Total</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left"><b>Present</b></td><td class="align_center"><b>TP</b> (1740)</td><td class="align_center"><b>FN</b> (160)</td><td class="align_center">1900</td></tr><tr><td class="align_left"><b>Absent</b></td><td class="align_center"><b>FP</b> (70)</td><td class="align_center"><b>TN</b> (1030)</td><td class="align_center">1100</td></tr><tr><td class="align_left"><b>Predicted CB</b></td><td class="align_center">1810</td><td class="align_center">1190</td><td class="align_center">3000</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Confusion matrix on a 3000 test dataset.</div>

Mathematical Problems in Engineering

tab12

Table 12

Table 12: Nature-Inspired-Based Approach for Automated Cyberbullying Classification on Multimedia Social Networking 