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

2018-08-30 Thread Joel Bernstein (JIRA)


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

Joel Bernstein updated SOLR-12671:
--
Fix Version/s: (was: 7,.5)
   7.5

> 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
> Fix For: 7.5
>
> 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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[jira] [Updated] (SOLR-12671) Add robust flag to knnRegress Stream Evaluator

2018-08-30 Thread Joel Bernstein (JIRA)


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

Joel Bernstein updated SOLR-12671:
--
Fix Version/s: 7,.5

> 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
> Fix For: 7,.5
>
> 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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[jira] [Updated] (SOLR-12671) Add robust flag to knnRegress Stream Evaluator

2018-08-17 Thread Joel Bernstein (JIRA)


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

Joel Bernstein updated SOLR-12671:
--
Attachment: SOLR-12671.patch

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

2018-08-16 Thread Joel Bernstein (JIRA)


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

Joel Bernstein updated SOLR-12671:
--
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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