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https://issues.apache.org/jira/browse/SPARK-3381?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley resolved SPARK-3381.
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          Resolution: Fixed
       Fix Version/s: 1.4.0
    Target Version/s: 1.4.0

> DecisionTree: eliminate bins for unordered features
> ---------------------------------------------------
>
>                 Key: SPARK-3381
>                 URL: https://issues.apache.org/jira/browse/SPARK-3381
>             Project: Spark
>          Issue Type: Improvement
>          Components: MLlib
>    Affects Versions: 1.1.0
>            Reporter: Joseph K. Bradley
>            Assignee: Manoj Kumar
>            Priority: Trivial
>             Fix For: 1.4.0
>
>
> Code simplification: DecisionTree currently allocates bins for unordered 
> features (in findSplitsBins).  However, those bins are not needed; only the 
> splits are required.  This change will require modifying findSplitsBins, as 
> well as modifying a few other functions to use splits instead of bins.



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