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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2015/07/07 06:01:04 UTC
[jira] [Commented] (SPARK-3164) Store DecisionTree Split.categories
as Set
[ https://issues.apache.org/jira/browse/SPARK-3164?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14616137#comment-14616137 ]
Apache Spark commented on SPARK-3164:
-------------------------------------
User 'rekhajoshm' has created a pull request for this issue:
https://github.com/apache/spark/pull/7251
> Store DecisionTree Split.categories as Set
> ------------------------------------------
>
> Key: SPARK-3164
> URL: https://issues.apache.org/jira/browse/SPARK-3164
> Project: Spark
> Issue Type: Improvement
> Components: MLlib
> 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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