Research Article

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

Table 8

The average of various measures of BPSO-ARM, ARMGA, and ARMGSA.

AlgorithmNumAvgSupAvgConfAvgLiftAvgLevAvgCompAvgSimi

ARMGA960.0541.0007.384 0.0270.7490.599
ARMBGSA850.1581.0004.0700.0400.7290.396
BPSO-ARM(before pruning)920.1740.9975.2190.043 0.6370.320
BPSO-ARM(after pruning)110.235 1.0003.7440.0430.753 0.292