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Posted to dev@mahout.apache.org by "Giorgio Zoppi (JIRA)" <ji...@apache.org> on 2014/04/18 08:40:16 UTC

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

    [ https://issues.apache.org/jira/browse/MAHOUT-1153?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13973828#comment-13973828 ] 

Giorgio Zoppi commented on MAHOUT-1153:
---------------------------------------

i would like to help on this.

> 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: 1.0
>
>
> 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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