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Posted to dev@mahout.apache.org by "Robin Anil (JIRA)" <ji...@apache.org> on 2013/06/01 20:24:20 UTC

[jira] [Updated] (MAHOUT-1153) Implement streaming random forests

     [ https://issues.apache.org/jira/browse/MAHOUT-1153?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Robin Anil updated MAHOUT-1153:
-------------------------------

        Fix Version/s: Backlog
    Affects Version/s:     (was: 0.7)
    
> Implement streaming random forests
> ----------------------------------
>
>                 Key: MAHOUT-1153
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-1153
>             Project: Mahout
>          Issue Type: New Feature
>          Components: Classification
>            Reporter: Andy Twigg
>              Labels: features
>             Fix For: Backlog
>
>
> The current random forest implementations are in-core and not scalable. This issue is to add an out-of-core, scalable, streaming implementation. Initially it could be based on [1], and using mappers in a master-worker style.
> [1] http://jmlr.csail.mit.edu/papers/volume11/ben-haim10a/ben-haim10a.pdf

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