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From "issei yoshida (Updated) (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (MAHOUT-918) Implement SGD based classifiers using MapReduce
Date Wed, 07 Dec 2011 10:12:40 GMT

     [ https://issues.apache.org/jira/browse/MAHOUT-918?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

issei yoshida updated MAHOUT-918:
---------------------------------

    Attachment: MAHOUT-918.patch
    
> Implement SGD based classifiers using MapReduce
> -----------------------------------------------
>
>                 Key: MAHOUT-918
>                 URL: https://issues.apache.org/jira/browse/MAHOUT-918
>             Project: Mahout
>          Issue Type: New Feature
>          Components: Classification
>    Affects Versions: 0.6
>            Reporter: issei yoshida
>         Attachments: MAHOUT-918.patch
>
>
> Implement SGD based classifiers (Logistic Regression, Adaptive Logistic regression and
Passive-Aggressive) using MapReduce.
> They are implemented using Iterative Parameter Mixtures algorithm which is referred to
in the following papers.
> http://research.google.com/pubs/pub36948.html
> http://aclweb.org/anthology-new/N/N10/N10-1069.pdf
> http://books.nips.cc/papers/files/nips22/NIPS2009_0345.pdf

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