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Posted to dev@mahout.apache.org by "Dmitriy Lyubimov (JIRA)" <ji...@apache.org> on 2015/07/17 02:31:04 UTC
[jira] [Updated] (MAHOUT-1757) Small fix in spca formula
[ https://issues.apache.org/jira/browse/MAHOUT-1757?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Dmitriy Lyubimov updated MAHOUT-1757:
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Description: there's small error in the spca, Y correction inside power iterations should really be -(s_b-xi'xi*s_b). It doesn't seem to affect much the result but this is a small error (~7-th-8th digit after dot) it introduces when power iterations are used.
> Small fix in spca formula
> -------------------------
>
> Key: MAHOUT-1757
> URL: https://issues.apache.org/jira/browse/MAHOUT-1757
> Project: Mahout
> Issue Type: Improvement
> Reporter: Dmitriy Lyubimov
> Fix For: 0.10.2
>
>
> there's small error in the spca, Y correction inside power iterations should really be -(s_b-xi'xi*s_b). It doesn't seem to affect much the result but this is a small error (~7-th-8th digit after dot) it introduces when power iterations are used.
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