Binary Particle Swarm Optimization-Based Association Rule Mining for Discovering Relationships between Machine Capabilities and Product Features

<table class="fixed-width table-group" id="tab13"><tr><td><table class="table"><colgroup><col style="width:12.38em"/><col style="width:3.34em"/><col style="width:4.35em"/><col style="width:4.86em"/><col style="width:4.24em"/></colgroup><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">Num</td><td class="align_center">AvgSup</td><td class="align_center">AvgConf</td><td class="align_center">AvgLift</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Apriori</td><td class="align_center">817</td><td class="align_center">0.690</td><td class="align_center">0.951</td><td class="align_center">1.106</td></tr><tr><td class="align_left">BPSO-ARM (after pruning)</td><td class="align_center"><b>11</b></td><td class="align_center">0.235</td><td class="align_center">1.000</td><td class="align_center"><b>3.744 </b></td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The average of various measurements of BPSO-ARM and Apriori.</div>

Mathematical Problems in Engineering

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Table 13

Table 13: Binary Particle Swarm Optimization-Based Association Rule Mining for Discovering Relationships between Machine Capabilities and Product Features 

Table 13 | Binary Particle Swarm Optimization-Based Association Rule Mining for Discovering Relationships between Machine Capabilities and Product Features 