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Posted to dev@lucene.apache.org by "Joel Bernstein (JIRA)" <ji...@apache.org> on 2018/02/06 14:33:00 UTC

[jira] [Created] (SOLR-11952) Add updatingRegress Stream Decorator to support Streaming Regression

Joel Bernstein created SOLR-11952:
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             Summary: Add updatingRegress Stream Decorator to support Streaming Regression
                 Key: SOLR-11952
                 URL: https://issues.apache.org/jira/browse/SOLR-11952
             Project: Solr
          Issue Type: New Feature
      Security Level: Public (Default Security Level. Issues are Public)
            Reporter: Joel Bernstein


The current *olsRegress* function works on in-memory matrices. It would be nice to also have an online updating multivariate regression implementation that works with data sets of any size.

This ticket will add support for *Miller Updating Regression*, which can be used with data sets of any size. An *UpdatingRegressionStream* Stream Decorator will be added to support this functionality. The function name will likely be called *updatingRegress*.

The implementation will be provided by Apache Commons Math.

 



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