Association Rules for Understanding Policyholder Lapses
نویسندگان
چکیده
منابع مشابه
Algorithms for Association Rules
Association rules are ”if-then rules” with two measures which quantify the support and confidence of the rule for a given data set. Having their origin in market basked analysis, association rules are now one of the most popular tools in data mining. This popularity is to a large part due to the availability of efficient algorithms following from the development of the Apriori algorithm. We wil...
متن کاملDeduction Schemes for Association Rules
Several notions of redundancy exist for Association Rules. Often, these notions take the form “any dataset in which this first rule holds must obey also that second rule, therefore the second is redundant”; if we see datasets as interpretations (or models) in the logical sense, this is a form of logical entailment. In many logics, entailment has a syntactic counterpart in the form of a deductio...
متن کاملReliable representations for association rules
Association rule mining has contributed to many advances in the area of knowledge discovery. However, the quality of the discovered association rules is a big concern and has drawn more and more attention recently. One problem with the quality of the discovered association rules is the huge size of the extracted rule set. Often for a dataset, a huge number of rules can be extracted, but many of...
متن کاملDefining Interestingness for Association Rules
Interestingness in Association Rules has been a major topic of research in the past decade. The reason is that the strength of association rules, i.e. its ability to discover ALL patterns given some thresholds on support and confidence, is also its weakness. Indeed, a typical association rules analysis on real data often results in hundreds or thousands of patterns creating a data mining proble...
متن کامل****draft**** Algorithms for Association Rules
Association rules are ”if-then rules” with two measures which quantify the support and confidence of the rule for a given data set. Having their origin in market basked analysis, association rules are now one of the most popular tools in data mining. This popularity is to a large part due to the availability of efficient algorithms following from the development of the Apriori algorithm. In the...
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ژورنال
عنوان ژورنال: Risks
سال: 2018
ISSN: 2227-9091
DOI: 10.3390/risks6030069