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Maximum Entropy Based Significance of Itemsets

Knowl. Inf. Syst., no. 1 (2019): 312-321

Cited: 57|Views38
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Abstract

We consider the problem of defining the significance of an itemset. We say that the itemset is significant if we are surprised by its frequency when compared to the frequencies of its sub-itemsets. In other words, we estimate the frequency of the itemset from the frequencies of its sub-itemsets and compute the deviation between the real v...More

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