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https://issues.apache.org/jira/browse/SPARK-12368?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-12368.
---------------------------------------
       Resolution: Fixed
    Fix Version/s: 2.0.0

Issue resolved by pull request 10328
[https://github.com/apache/spark/pull/10328]

> Better doc for the binary classification evaluator' metricName
> --------------------------------------------------------------
>
>                 Key: SPARK-12368
>                 URL: https://issues.apache.org/jira/browse/SPARK-12368
>             Project: Spark
>          Issue Type: Improvement
>          Components: Documentation, ML
>            Reporter: Benjamin Fradet
>            Assignee: Benjamin Fradet
>            Priority: Minor
>             Fix For: 2.0.0
>
>
> For the BinaryClassificationEvaluator, the scaladoc doesn't mention that 
> "areaUnderPR" is supported, only that the default is "areadUnderROC".
> Also, in the documentation, it is said that:
> "The default metric used to choose the best ParamMap can be overriden by the 
> setMetric method in each of these evaluators."
> However, the method is called setMetricName.



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