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https://issues.apache.org/jira/browse/MAHOUT-59?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved MAHOUT-59.
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       Resolution: Fixed
    Fix Version/s: 0.2

As far as I can tell this was done?

> Create some examples of clustering well-known datasets
> ------------------------------------------------------
>
>                 Key: MAHOUT-59
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-59
>             Project: Mahout
>          Issue Type: New Feature
>          Components: Clustering
>            Reporter: Jeff Eastman
>             Fix For: 0.2
>
>         Attachments: MAHOUT-59.patch
>
>
> The existing unit tests for clustering need to be augmented with examples 
> from the literature which illustrate its correct operation on datasets which 
> have known clusters present. See http://archive.ics.uci.edu/ml/ for some 
> candidate datasets.

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