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https://issues.apache.org/jira/browse/MAHOUT-294?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=12836274#action_12836274
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Jake Mannix commented on MAHOUT-294:
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Have you checked out my patch on MAHOUT-301 - it's related, but not exactly the 
same - it's the external external api, which will be even cleaner once this 
issue gets some progress.

> Uniform API behavior for Jobs
> -----------------------------
>
>                 Key: MAHOUT-294
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-294
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Classification, Clustering, Collaborative Filtering, 
> Frequent Itemset/Association Rule Mining, Genetic Algorithms, Math, Utils
>    Affects Versions: 0.4
>            Reporter: Robin Anil
>             Fix For: 0.4
>
>
> * Move AbstractJob to common and convert all the Driver classes to extend 
> that.
>    One suggestion is:
>    AlgorithmParams params = ParamsBuilder.build().withParam("-i", 
> input).withParam("-o", output)....
>    MyAlgorithmn.runJob(params) throws ParameterMissingException;
> * Give uniform command-line parameters for various algorithms.
>    e.g Currently distance measure is -d, -dm, -m at different places in 
> clustering
> This issue will keep track of all discussion/patches related to the design 
> and cleanup of Mahout API

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