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This notion of association rules is very general, and much research has been invested into constraint-association rule mining, which can efficiently limit the search to rules that satisfy constraints, such as rules having a negative consequent [ 10].
Rule-based classification systems constructed upon linguistic terms in the antecedent and consequent of the rules lack sufficient generalization capabilities.
The previous algorithm is a linear clustering that only yields the linear consequent of Sugeno rules.
Observe also that the consequent in the rules contains personalized recommendations.
In the extended production rule, the antecedent and consequent of a rule are represented by fuzzy conceptual graphs, and the sustaining relation between antecedent and consequent is the confidence.
The information generated in the antecedent and consequent of each rule are then synthesized to reach the fuzzy conclusions using the Bayesian reasoning approach.
The set A is called antecedent of the rule, the set B is called the consequent of the rule, and I is an itemset.
The third strategy decreases the support of either the antecedent or consequent of the rule but not both till the confidence of the rule becomes less than the minimum threshold.
It was Judge Browning's view that the District Court could require confidential treatment only if the Commission's application of its procedural rule and consequent refusal to accord confidential treatment were found to be arbitrary or an abuse of the Commission's discretion.
Pasquier et al. [32] and Tin et al. [36] concentrate on methods to discover rules with minimal antecedents and maximal consequents in rule classes with identical closures.
Table 1 Consequent rule parameters for drug dosage delivery to tumor cells of the intelligent system Consequent parameters Rule 1 y C = 1024.1 x − 724.1 y D = 3793.1 x + 806.9 Rule 2 y C = 36.05 x + 13.95 y D = 42.11 x + 291.89.
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