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https://issues.apache.org/jira/browse/SOLR-12671?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joel Bernstein updated SOLR-12671:
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Description: 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. (was: Currently the knnRegress function
calculates the prediction by averaging the outcomes from the k nearest
neighbors. The robust flag wil cause the knnRegression function tol calculate
the prediction by taking the median of the outcomes of the k nearest neighbors.)
> 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
>
> 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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