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https://issues.apache.org/jira/browse/LUCENE-8928?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16890224#comment-16890224
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Robert Muir commented on LUCENE-8928:
-------------------------------------

I guess I'm saying, I don't see any evidence of speedups for 2 dimensions 
above. For > 2 dimensions, the indexing cost is worth the increased search 
performance, but for 2 dimensions it isn't the right tradeoff.

> BKDWriter could make splitting decisions based on the actual range of values
> ----------------------------------------------------------------------------
>
>                 Key: LUCENE-8928
>                 URL: https://issues.apache.org/jira/browse/LUCENE-8928
>             Project: Lucene - Core
>          Issue Type: Improvement
>            Reporter: Adrien Grand
>            Priority: Minor
>
> Currently BKDWriter assumes that splitting on one dimension has no effect on 
> values in other dimensions. While this may be ok for geo points, this is 
> usually not true for ranges (or geo shapes, which are ranges too). Maybe we 
> could get better indexing by re-computing the range of values on each 
> dimension before making the choice of the split dimension?



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