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From "Robin Anil (JIRA)" <>
Subject [jira] Updated: (MAHOUT-625) Some of generated patterns have support higher than in reality
Date Sun, 13 Mar 2011 18:26:59 GMT


Robin Anil updated MAHOUT-625:

    Comment: was deleted

(was: Small Nit. You can use the Mahout eclipse formatter available on the how to contribute
page(on the Mahout wiki) for newly submitted code.)

> Some of generated patterns have support higher than in reality
> --------------------------------------------------------------
>                 Key: MAHOUT-625
>                 URL:
>             Project: Mahout
>          Issue Type: Bug
>          Components: Frequent Itemset/Association Rule Mining
>    Affects Versions: 0.4
>            Reporter: Jaroslaw Odzga
>            Priority: Critical
>         Attachments: MAHOUT-625-patch.txt,
> It turnes out that some of generated patterns have incorrect support. The returned support
is slightly higher than the true one.
> I attached the test, which proves that FPGrowth has a bug. Test is using data (retail)
found here:
> The pattern (36, 39, 41) occurs in the transactions 572 times (this is also calculated
in test), but the FPGrowth returns pattern (36, 39, 41) with support 573.
> Please note that mentioned pattern is not the only one with incorrect support - the test
only point out one example to hace something to focus on. There is plenty more patterns with
support higher than the real one. The biggest difference I noticed was support 8 higher than
the real one for one of patterns.
> Please find attached failing unit test - it's actually a maven project, which contains
test data and is ready to run.

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