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https://issues.apache.org/jira/browse/SPARK-10010?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14700434#comment-14700434
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Joseph K. Bradley commented on SPARK-10010:
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+1 for evaluate.
Pro: Most natural and understandable name I've heard suggested.
Con: "evaluate" is already used in Evaluator.

CC: [~mengxr]

> Decide on a name for generating Linear/LogisticRegressionSummary on test set 
> data
> ---------------------------------------------------------------------------------
>
>                 Key: SPARK-10010
>                 URL: https://issues.apache.org/jira/browse/SPARK-10010
>             Project: Spark
>          Issue Type: New Feature
>          Components: ML
>            Reporter: Feynman Liang
>
> `evaluate` is currently a private method in 
> {{Linear/LogisticRegressionModel}} for evaluating a test set and generating 
> performance statistics. We should decide on a name for the public API and 
> expose these to the end users.



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