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Posted to dev@mahout.apache.org by "Hudson (JIRA)" <ji...@apache.org> on 2014/01/02 12:56:51 UTC
[jira] [Commented] (MAHOUT-1390) SVD hangs for certain inputs
[ https://issues.apache.org/jira/browse/MAHOUT-1390?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13860154#comment-13860154 ]
Hudson commented on MAHOUT-1390:
--------------------------------
SUCCESS: Integrated in Mahout-Quality #2393 (See [https://builds.apache.org/job/Mahout-Quality/2393/])
MAHOUT-1390: SVN hangs for certain inputs (smarthi: rev 1554749)
* /mahout/trunk/CHANGELOG
MAHOUT-1390 - Fixes for SVD hang. (tdunning: rev 1554748)
* /mahout/trunk/math/src/main/java/org/apache/mahout/math/SingularValueDecomposition.java
* /mahout/trunk/math/src/test/java/org/apache/mahout/math/TestSingularValueDecomposition.java
* /mahout/trunk/math/src/test/resources/hanging-svd.tsv
> SVD hangs for certain inputs
> ----------------------------
>
> Key: MAHOUT-1390
> URL: https://issues.apache.org/jira/browse/MAHOUT-1390
> Project: Mahout
> Issue Type: Bug
> Components: Math
> Affects Versions: 0.8
> Reporter: Ted Dunning
> Priority: Critical
> Fix For: 0.9
>
> Attachments: MAHOUT-1390.patch
>
>
> For certain inputs, the SingularValueDecomposition implementation that we have doesn't detect that it has effectively converged and runs into an infinite loop.
> Luckily, there is a fix that has been added to the Jama implementation that our SVD is ultimately based on and that fix works for our problem.
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