Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Real-life datasets</td><td class="align_center">Synthetic datasets</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">CMC</td><td class="align_center">2d-20c-no0</td></tr><tr><td class="align_left">Ecoli</td><td class="align_center">Elly-2d10c13s</td></tr><tr><td class="align_left">Ionosphere</td><td class="align_center">Engytime</td></tr><tr><td class="align_left">Iris</td><td class="align_center">Flame</td></tr><tr><td class="align_left">Seeds</td><td class="align_center">Sizes5</td></tr><tr><td class="align_left">Sonar</td><td class="align_center">Spherical_5_2</td></tr><tr><td class="align_left">Soybean-small</td><td class="align_center">Square1</td></tr><tr><td class="align_left">Thyroid</td><td class="align_center"> </td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The real-life and synthetic datasets used in the experiments of the proposed algorithm.</div>

Applied Computational Intelligence and Soft Computing

tab2

Table 2

Table 2: Enhanced Connectivity Validity Measure Based on Outlier Detection for Multi-Objective Metaheuristic Data Clustering Algorithms 