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

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">C</td><td class="align_center"><i>γ</i></td><td class="align_center">Subset feature</td><td class="align_center">Accuracy (objective function)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">14.2</td><td class="align_center">11.006</td><td class="align_center">Fixed</td><td class="align_center">Result</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Evaluation of features based on new C and <i>γ.</i></div>

Complexity

tab7

Table 7

Table 7: Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System 