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Posted to dev@mahout.apache.org by "tony cui (JIRA)" <ji...@apache.org> on 2010/08/17 09:04:16 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=12899309#action_12899309 ] 

tony cui commented on MAHOUT-384:
---------------------------------

Acctually I have already fix the above problems, except test part. I have figured out how to do unit test within hadoop.
I will keep on trying in the following weeks.


> 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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