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https://issues.apache.org/jira/browse/SPARK-3381?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14281820#comment-14281820
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Manoj Kumar commented on SPARK-3381:
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Hi, I would like to work on this, but preferably after the sampling_rate PR is 
merged, because I do not want to clutter the PR queue.

> 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
>            Priority: Trivial
>
> 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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