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Posted to dev@mahout.apache.org by "Sean Owen (JIRA)" <ji...@apache.org> on 2010/07/31 17:23:20 UTC
[jira] Commented: (MAHOUT-384) Implement of AVF algorithm
[ https://issues.apache.org/jira/browse/MAHOUT-384?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12894291#action_12894291 ]
Sean Owen commented on MAHOUT-384:
----------------------------------
I'm willing to keep iterating on this patch -- is it still live and interesting? I think the main issues were the ones identified above, making it consistent with the code base.
> Implement of AVF algorithm
> --------------------------
>
> Key: MAHOUT-384
> URL: https://issues.apache.org/jira/browse/MAHOUT-384
> Project: Mahout
> Issue Type: New Feature
> Components: Collaborative Filtering
> Reporter: tony cui
> Attachments: mahout-384.patch
>
>
> This program realize a outlier detection algorithm called avf, which is kind of
> Fast Parallel Outlier Detection for Categorical Datasets using Mapreduce and introduced by this paper :
> http://thepublicgrid.org/papers/koufakou_wcci_08.pdf
> Following is an example how to run this program under haodoop:
> $hadoop jar programName.jar avfDriver inputData interTempData outputData
> The output data contains ordered avfValue in the first column, followed by original input data.
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