Creating Ensemble Classifiers with Information Entropy Diversity Measure

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">HP1 (%)</td><td class="align_center">HP2 (%)</td><td class="align_center">RT1 (%)</td><td class="align_center">RT2 (%)</td><td class="align_center">SEA1 (%)</td><td class="align_center">SG1 (%)</td></tr><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr><td class="align_left"><i>Q</i>-statistic</td><td class="align_center">1.939</td><td class="align_center">1.516</td><td class="align_center">1.943</td><td class="align_center">2.445</td><td class="align_center">0.915</td><td class="align_center">1.263</td></tr><tr><td class="align_left"><i>ρ</i></td><td class="align_center">1.629</td><td class="align_center">1.478</td><td class="align_center">2.089</td><td class="align_center">2.038</td><td class="align_center">0.917</td><td class="align_center">0.986</td></tr><tr class="table-tr"><td colspan="7"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison experiment between <i>Q</i>-statistic and correlation coefficient <i>ρ</i>.</div>

Security and Communication Networks

tab7

Table 7

Table 7: Creating Ensemble Classifiers with Information Entropy Diversity Measure 