Improved Ant Colony Clustering Algorithm and Its Performance Study

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td align="left">Clustering algorithms</td><td align="center">Average accuracy (%)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td align="left">LCA [<a href="/journals/cin/2016/4835932/#B21">10</a>]</td><td align="center">100</td></tr><tr><td align="left">Ant colony clustering algorithm in this study</td><td align="center">92.51</td></tr><tr><td align="left">Abstraction ant colony clustering algorithm in this study</td><td align="center">97.35</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Comparison of computational effect for Soybean dataset.

Computational Intelligence and Neuroscience

tab6

Table 6

Table 6: Improved Ant Colony Clustering Algorithm and Its Performance Study 