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Posted to issues@spark.apache.org by "Krishna Kalyan (JIRA)" <ji...@apache.org> on 2016/08/31 14:28:22 UTC

[jira] [Commented] (SPARK-14926) OneVsRest labelMetadata uses incorrect name

    [ https://issues.apache.org/jira/browse/SPARK-14926?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15452377#comment-15452377 ] 

Krishna Kalyan commented on SPARK-14926:
----------------------------------------

[~josephkb] I wanted to work on this bug if josh-howes is not not working on it any more. 
Could you please share how I could go about approaching this problem?. I had a chance to look at the pull requests, It which seems fail unit tests.

`[error] /Users/krishna/Experiment/spark/mllib/src/main/scala/org/apache/spark/ml/classification/OneVsRest.scala:198: type mismatch;
[error]  found   : org.apache.spark.ml.param.Param[String]
[error]  required: org.apache.spark.sql.types.Metadata
[error]       .withColumn($(predictionCol), labelUDF(col(accColName)), predictionCol)
[error]                                                                ^
[error] one error found
[error] Compile failed at Aug 31, 2016 4:20:34 PM [43.621s]
`

> OneVsRest labelMetadata uses incorrect name
> -------------------------------------------
>
>                 Key: SPARK-14926
>                 URL: https://issues.apache.org/jira/browse/SPARK-14926
>             Project: Spark
>          Issue Type: Bug
>          Components: ML
>    Affects Versions: 1.4.1, 1.5.2, 1.6.1, 2.0.0
>            Reporter: Joseph K. Bradley
>            Priority: Trivial
>
> OneVsRestModel applies {{labelMetadata}} to the output column, but the metadata could contain the wrong name.  The attribute name should be modified to match {{predictionCol}}.
> Here is the relevant location: [[https://github.com/apache/spark/blob/2a3d39f48b1a7bb462e17e80e243bbc0a94d802e/mllib/src/main/scala/org/apache/spark/ml/classification/OneVsRest.scala#L200]]



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