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https://issues.apache.org/jira/browse/SPARK-12531?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15072196#comment-15072196
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Sean Owen commented on SPARK-12531:
-----------------------------------

Those are non-trivial to compute exactly; unlike moments, they can't be 
computed from a couple summary statistics. I am not sure this can be added to 
the generic object, no. Is it valuable enough for an additional implementation?

> Add median and mode to Summary statistics
> -----------------------------------------
>
>                 Key: SPARK-12531
>                 URL: https://issues.apache.org/jira/browse/SPARK-12531
>             Project: Spark
>          Issue Type: Improvement
>          Components: MLlib
>    Affects Versions: 1.5.2
>            Reporter: Gaurav Kumar
>            Priority: Minor
>
> Summary statistics should also include calculating median and mode in 
> addition to mean, variance and others.



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