A straightforward method to obtain the optimal class association rule set Ro is to first generate the complete class association rule set Rc and then prune all weak rules from it. Clearly mining complete class association rule set Rc is very expensive and almost impossible when the minimum support is low.
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set.
Abstract. We define an optimal class association rule set to be the minimum rule set with the same prediction power of the complete class.
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set.
Abstract. We define an optimal class association rule set to be the minimum rule set with the same prediction power of the complete class.
We define an optimal class association rule set to be the minimum rule set with the same prediction power of the complete class association rule set.
Apr 11, 2001 · We present an efficient algorithm for mining the optimal class association rule set using an upward closure property of pruning weak rules ...
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set.
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This paper introduces an optimal class association rule mining algorithm known as OCARA. It uses optimal association rule mining algorithm and the rule set ...
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set.