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Posted to dev@mahout.apache.org by "Yarco Hayduk (JIRA)" <ji...@apache.org> on 2011/05/28 02:08:48 UTC
[jira] [Issue Comment Edited] (MAHOUT-709) FP-Growth Redundant
patterns
[ https://issues.apache.org/jira/browse/MAHOUT-709?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13040516#comment-13040516 ]
Yarco Hayduk edited comment on MAHOUT-709 at 5/28/11 12:07 AM:
---------------------------------------------------------------
This is the original paper which introduces closed patterns:
http://www.cs.rpi.edu/research/pdf/99-12.pdf
was (Author: yarco):
This is the original paper which introduces closed patterns:
www.cs.rpi.edu/research/pdf/99-12.pdf
> FP-Growth Redundant patterns
> ----------------------------
>
> Key: MAHOUT-709
> URL: https://issues.apache.org/jira/browse/MAHOUT-709
> Project: Mahout
> Issue Type: Bug
> Components: Frequent Itemset/Association Rule Mining
> Affects Versions: 0.4, 0.5
> Reporter: Yarco Hayduk
> Assignee: Robin Anil
> Labels: fp-growth, frequent, parallel, pattern
> Fix For: 0.6
>
> Attachments: SixTransactions.dat, bresult-new.txt, dumpedPatterns, patterns-converted.txt
>
>
> The algorithm outputs more patterns that it is needed.
> I have tested Mahout's PFP-Growth algorithm with the http://www.borgelt.net/fpgrowth.html FP-Growth implementation. This implementation has an option to generate closed patterns too.
> When I filtered out the sub patterns from the output of Parallel FP-Growth I arrived to the same result, as in http://www.borgelt.net/fpgrowth.html
> Succinctly, you are not outputting closed items
> I am attaching the dummy DB along with the output of both algorithms
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