Pruning by Interestingness Measure
In addition, find only interesting rule groups
(IRGs) based on some measures:
minconf: the rules in the rule group can predict the
class on the RHS with high confidence
minchi: there is high correlation between LHS and
RHS of the rules based on chi-square test
Other measures like lift, entropy gain, conviction
etc. can be handle similarly