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Posted to issues@spark.apache.org by "Joseph K. Bradley (JIRA)" <ji...@apache.org> on 2015/07/07 06:20:05 UTC

[jira] [Updated] (SPARK-3164) Store DecisionTree Split.categories as Set

     [ https://issues.apache.org/jira/browse/SPARK-3164?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Joseph K. Bradley updated SPARK-3164:
-------------------------------------
    Component/s:     (was: MLlib)
                 ML

> Store DecisionTree Split.categories as Set
> ------------------------------------------
>
>                 Key: SPARK-3164
>                 URL: https://issues.apache.org/jira/browse/SPARK-3164
>             Project: Spark
>          Issue Type: Improvement
>          Components: ML
>            Reporter: Joseph K. Bradley
>            Priority: Trivial
>
> Improvement: computation
> For categorical features with many categories, it could be more efficient to store Split.categories as a Set, not a List.  (It is currently a List.)  A Set might be more scalable (for log n lookups), though tests would need to be done to ensure that Sets do not incur too much more overhead than Lists.



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