Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System

<table class="table-group" id="tab13"><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">NSL-KDD</td><td class="align_center">CICIDS 2017</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left"><i>P</i> value</td><td class="align_center">0.0156</td><td class="align_center">0.0068</td></tr><tr><td class="align_left"><i>T</i> value</td><td class="align_center">3.174</td><td class="align_center">4.044</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Complexity

tab13

Table 13

Table 13: Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System 