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Posted to dev@mahout.apache.org by "issei yoshida (Commented) (JIRA)" <ji...@apache.org> on 2011/12/07 12:24:39 UTC
[jira] [Commented] (MAHOUT-918) Implement SGD based classifiers
using MapReduce
[ https://issues.apache.org/jira/browse/MAHOUT-918?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13164330#comment-13164330 ]
issei yoshida commented on MAHOUT-918:
--------------------------------------
I wrote the code distributing Logistic Regression, Adaptive Logistic regression and Passive-Aggressive with MapReduce.
I would like your comments.
> 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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