Question: Describe, without the use of code how a rule base can be generated which will not exceed a given size specified by amaxrules parameter. A

 Describe, without the use of code how a rule base can

be generated which will not exceed a given size specified by amaxrules

Describe, without the use of code how a rule base can be generated which will not exceed a given size specified by amaxrules parameter. A suggested value of maxrules is 20. Your description can be stated in pseudo code form that is iterative in nature. The process starts off with a high minsup value of 0.9 for frequent itemset generation. At each iteration the minsup threshold is reduced (say in decrements of 0.1) and the rules generated are examined. The rules that survive the quality check process (what measures would you use for quality control? - see class notes) are then compared with the maxrules threshold and the process is repeated as long as the number of quality rules do not exceed the threshold

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