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https://issues.apache.org/jira/browse/MAHOUT-527?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved MAHOUT-527.
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    Resolution: Won't Fix

Deneche I think you're welcome to reopen with a patch.

> Add optional max depth pruning to DefaultTreeBuilder 
> -----------------------------------------------------
>
>                 Key: MAHOUT-527
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-527
>             Project: Mahout
>          Issue Type: Improvement
>          Components: Classification
>            Reporter: Deneche A. Hakim
>            Assignee: Deneche A. Hakim
>            Priority: Minor
>
> The user should be able to set a limit on the maximum depth of the grown 
> trees. By default the Tree builder does not set any limit to the depth.

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