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https://issues.apache.org/jira/browse/MAHOUT-551?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15171309#comment-15171309
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Andrew Musselman commented on MAHOUT-551:
-----------------------------------------

The user mailing list 
(https://mahout.apache.org/general/mailing-lists,-irc-and-archives.html) would 
be a better place for this question but here's a page about how to run kmeans:
https://mahout.apache.org/users/clustering/k-means-clustering.html

It shows an example script 
(https://github.com/apache/mahout/blob/master/examples/bin/cluster-reuters.sh) 
you can adapt to run your own job but the high points of that script are:
* Runs seqdirectory to convert reuters-out to SequenceFile format
* Runs seq2sparse to convert SequenceFiles to sparse vector format
* Runs k-means with 20 clusters
* Runs clusterdump to show results

Make sure you're using the latest possible version of Mahout; at this point the 
newest is 0.11.1.

> Kmeans example with space delimited data
> ----------------------------------------
>
>                 Key: MAHOUT-551
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-551
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Integration
>    Affects Versions: 0.4
>            Reporter: Djellel Eddine Difallah
>            Assignee: Jeff Eastman
>            Priority: Minor
>             Fix For: 0.5
>
>         Attachments: MAHOUT-551.patch, MAHOUT-551.patch
>
>
> The provided example for Kmeans clustering using the synthetic control data 
> asks for t1 and t2 measures because it runs the Canopy Driver to determine 
> the initial clusters. Kmeans originally requires a K variable to generate 
> random centers from the input data. I propose to add another example in the 
> package which will serve for any space delimited numerical input to cluster 
> with Kmeans in its original form and not using Canopy. The modification is 
> quite simple and is mostly based on the synthetic control Job.



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