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Posted to dev@mahout.apache.org by "Sebastian Schelter (JIRA)" <ji...@apache.org> on 2012/09/30 19:42:07 UTC
[jira] [Created] (MAHOUT-1087) ExpectationMaximizationSVDFactorizer
doesn't do expectation maximization
Sebastian Schelter created MAHOUT-1087:
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Summary: ExpectationMaximizationSVDFactorizer doesn't do expectation maximization
Key: MAHOUT-1087
URL: https://issues.apache.org/jira/browse/MAHOUT-1087
Project: Mahout
Issue Type: Improvement
Components: Collaborative Filtering
Reporter: Sebastian Schelter
Assignee: Sean Owen
This factorizer simply implements the user and item features via SGD as described in Simon Funk's famous blogpost, which is not expectation maximization, so I suggest we rename it to FunkSVD.
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[jira] [Updated] (MAHOUT-1087) ExpectationMaximizationSVDFactorizer
doesn't do expectation maximization
Posted by "Sebastian Schelter (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MAHOUT-1087?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Sebastian Schelter updated MAHOUT-1087:
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Description: This factorizer simply learns the user and item features via SGD as described in Simon Funk's famous blogpost, which is not expectation maximization, so I suggest we rename it to FunkSVD. (was: This factorizer simply implements the user and item features via SGD as described in Simon Funk's famous blogpost, which is not expectation maximization, so I suggest we rename it to FunkSVD.)
> ExpectationMaximizationSVDFactorizer doesn't do expectation maximization
> ------------------------------------------------------------------------
>
> Key: MAHOUT-1087
> URL: https://issues.apache.org/jira/browse/MAHOUT-1087
> Project: Mahout
> Issue Type: Improvement
> Components: Collaborative Filtering
> Reporter: Sebastian Schelter
> Assignee: Sean Owen
>
> This factorizer simply learns the user and item features via SGD as described in Simon Funk's famous blogpost, which is not expectation maximization, so I suggest we rename it to FunkSVD.
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[jira] [Commented] (MAHOUT-1087)
ExpectationMaximizationSVDFactorizer doesn't do expectation maximization
Posted by "Hudson (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MAHOUT-1087?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13466585#comment-13466585 ]
Hudson commented on MAHOUT-1087:
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Integrated in Mahout-Quality #1681 (See [https://builds.apache.org/job/Mahout-Quality/1681/])
MAHOUT-1087 ExpectationMaximizationSVDFactorizer doesn't do expectation maximization (Revision 1392112)
Result = FAILURE
ssc : http://svn.apache.org/viewcvs.cgi/?root=Apache-SVN&view=rev&rev=1392112
Files :
* /mahout/trunk/core/src/main/java/org/apache/mahout/cf/taste/impl/recommender/svd/ExpectationMaximizationSVDFactorizer.java
* /mahout/trunk/core/src/main/java/org/apache/mahout/cf/taste/impl/recommender/svd/FunkSVDFactorizer.java
> ExpectationMaximizationSVDFactorizer doesn't do expectation maximization
> ------------------------------------------------------------------------
>
> Key: MAHOUT-1087
> URL: https://issues.apache.org/jira/browse/MAHOUT-1087
> Project: Mahout
> Issue Type: Improvement
> Components: Collaborative Filtering
> Reporter: Sebastian Schelter
> Assignee: Sean Owen
>
> This factorizer simply learns the user and item features via SGD as described in Simon Funk's famous blogpost, which is not expectation maximization, so I suggest we rename it to FunkSVD.
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[jira] [Resolved] (MAHOUT-1087)
ExpectationMaximizationSVDFactorizer doesn't do expectation maximization
Posted by "Sebastian Schelter (JIRA)" <ji...@apache.org>.
[ https://issues.apache.org/jira/browse/MAHOUT-1087?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Sebastian Schelter resolved MAHOUT-1087.
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Resolution: Fixed
> ExpectationMaximizationSVDFactorizer doesn't do expectation maximization
> ------------------------------------------------------------------------
>
> Key: MAHOUT-1087
> URL: https://issues.apache.org/jira/browse/MAHOUT-1087
> Project: Mahout
> Issue Type: Improvement
> Components: Collaborative Filtering
> Reporter: Sebastian Schelter
> Assignee: Sean Owen
>
> This factorizer simply learns the user and item features via SGD as described in Simon Funk's famous blogpost, which is not expectation maximization, so I suggest we rename it to FunkSVD.
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