Frequent Pattern Mining Algorithm for Crime Dataset : An Analysis
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 2, Issue 12
Abstract
The mining of frequent item set from uncertain da ta is the great task and it consumes more time. On e of the frequent pattern mining algorithm called Aprior i algorithm can be used to mine the data from bulk of uncertain dataset. But it can give only minimum support const raint in mining the large amount of uncertain datas et. The experimental behavior of different types of algorit hms is very different in the uncertain case as comp ared to the deterministic case. In particular when compare t o Apriori algorithm and other Apriori based algorit hm, each and every algorithm has their own advantages when compa re to other algorithm. Some algorithm shows robustn ess with respect of both efficiency and memory usuage. We w ill test the approach on a number of real and synth etic datasets and show the effectiveness of the proposed algorith m.
Authors and Affiliations
D. Usha
Keywords
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