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Posted to dev@lucene.apache.org by "Joel Bernstein (JIRA)" <ji...@apache.org> on 2018/08/30 13:05:00 UTC

[jira] [Resolved] (SOLR-12671) Add robust flag to knnRegress Stream Evaluator

     [ https://issues.apache.org/jira/browse/SOLR-12671?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Joel Bernstein resolved SOLR-12671.
-----------------------------------
    Resolution: Resolved

> Add robust flag to knnRegress Stream Evaluator
> ----------------------------------------------
>
>                 Key: SOLR-12671
>                 URL: https://issues.apache.org/jira/browse/SOLR-12671
>             Project: Solr
>          Issue Type: New Feature
>      Security Level: Public(Default Security Level. Issues are Public) 
>            Reporter: Joel Bernstein
>            Assignee: Joel Bernstein
>            Priority: Major
>         Attachments: SOLR-12671.patch
>
>
> Currently the knnRegress function calculates the prediction by averaging the outcomes from the k nearest neighbors. The robust flag wil cause the knnRegression function to calculate the prediction by taking the median of the outcomes of the k nearest neighbors. This will be useful when using knnRegression for anomaly detection.



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